diff --git a/your-code/housing.csv b/your-code/housing.csv
new file mode 100644
index 0000000..d5e3fa2
--- /dev/null
+++ b/your-code/housing.csv
@@ -0,0 +1,20641 @@
+longitude,latitude,housing_median_age,total_rooms,total_bedrooms,population,households,median_income,median_house_value,ocean_proximity
+-122.23,37.88,41.0,880.0,129.0,322.0,126.0,8.3252,452600.0,NEAR BAY
+-122.22,37.86,21.0,7099.0,1106.0,2401.0,1138.0,8.3014,358500.0,NEAR BAY
+-122.24,37.85,52.0,1467.0,190.0,496.0,177.0,7.2574,352100.0,NEAR BAY
+-122.25,37.85,52.0,1274.0,235.0,558.0,219.0,5.6431,341300.0,NEAR BAY
+-122.25,37.85,52.0,1627.0,280.0,565.0,259.0,3.8462,342200.0,NEAR BAY
+-122.25,37.85,52.0,919.0,213.0,413.0,193.0,4.0368,269700.0,NEAR BAY
+-122.25,37.84,52.0,2535.0,489.0,1094.0,514.0,3.6591,299200.0,NEAR BAY
+-122.25,37.84,52.0,3104.0,687.0,1157.0,647.0,3.12,241400.0,NEAR BAY
+-122.26,37.84,42.0,2555.0,665.0,1206.0,595.0,2.0804,226700.0,NEAR BAY
+-122.25,37.84,52.0,3549.0,707.0,1551.0,714.0,3.6912,261100.0,NEAR BAY
+-122.26,37.85,52.0,2202.0,434.0,910.0,402.0,3.2031,281500.0,NEAR BAY
+-122.26,37.85,52.0,3503.0,752.0,1504.0,734.0,3.2705,241800.0,NEAR BAY
+-122.26,37.85,52.0,2491.0,474.0,1098.0,468.0,3.075,213500.0,NEAR BAY
+-122.26,37.84,52.0,696.0,191.0,345.0,174.0,2.6736,191300.0,NEAR BAY
+-122.26,37.85,52.0,2643.0,626.0,1212.0,620.0,1.9167,159200.0,NEAR BAY
+-122.26,37.85,50.0,1120.0,283.0,697.0,264.0,2.125,140000.0,NEAR BAY
+-122.27,37.85,52.0,1966.0,347.0,793.0,331.0,2.775,152500.0,NEAR BAY
+-122.27,37.85,52.0,1228.0,293.0,648.0,303.0,2.1202,155500.0,NEAR BAY
+-122.26,37.84,50.0,2239.0,455.0,990.0,419.0,1.9911,158700.0,NEAR BAY
+-122.27,37.84,52.0,1503.0,298.0,690.0,275.0,2.6033,162900.0,NEAR BAY
+-122.27,37.85,40.0,751.0,184.0,409.0,166.0,1.3578,147500.0,NEAR BAY
+-122.27,37.85,42.0,1639.0,367.0,929.0,366.0,1.7135,159800.0,NEAR BAY
+-122.27,37.84,52.0,2436.0,541.0,1015.0,478.0,1.725,113900.0,NEAR BAY
+-122.27,37.84,52.0,1688.0,337.0,853.0,325.0,2.1806,99700.0,NEAR BAY
+-122.27,37.84,52.0,2224.0,437.0,1006.0,422.0,2.6,132600.0,NEAR BAY
+-122.28,37.85,41.0,535.0,123.0,317.0,119.0,2.4038,107500.0,NEAR BAY
+-122.28,37.85,49.0,1130.0,244.0,607.0,239.0,2.4597,93800.0,NEAR BAY
+-122.28,37.85,52.0,1898.0,421.0,1102.0,397.0,1.808,105500.0,NEAR BAY
+-122.28,37.84,50.0,2082.0,492.0,1131.0,473.0,1.6424,108900.0,NEAR BAY
+-122.28,37.84,52.0,729.0,160.0,395.0,155.0,1.6875,132000.0,NEAR BAY
+-122.28,37.84,49.0,1916.0,447.0,863.0,378.0,1.9274,122300.0,NEAR BAY
+-122.28,37.84,52.0,2153.0,481.0,1168.0,441.0,1.9615,115200.0,NEAR BAY
+-122.27,37.84,48.0,1922.0,409.0,1026.0,335.0,1.7969,110400.0,NEAR BAY
+-122.27,37.83,49.0,1655.0,366.0,754.0,329.0,1.375,104900.0,NEAR BAY
+-122.27,37.83,51.0,2665.0,574.0,1258.0,536.0,2.7303,109700.0,NEAR BAY
+-122.27,37.83,49.0,1215.0,282.0,570.0,264.0,1.4861,97200.0,NEAR BAY
+-122.27,37.83,48.0,1798.0,432.0,987.0,374.0,1.0972,104500.0,NEAR BAY
+-122.28,37.83,52.0,1511.0,390.0,901.0,403.0,1.4103,103900.0,NEAR BAY
+-122.26,37.83,52.0,1470.0,330.0,689.0,309.0,3.48,191400.0,NEAR BAY
+-122.26,37.83,52.0,2432.0,715.0,1377.0,696.0,2.5898,176000.0,NEAR BAY
+-122.26,37.83,52.0,1665.0,419.0,946.0,395.0,2.0978,155400.0,NEAR BAY
+-122.26,37.83,51.0,936.0,311.0,517.0,249.0,1.2852,150000.0,NEAR BAY
+-122.26,37.84,49.0,713.0,202.0,462.0,189.0,1.025,118800.0,NEAR BAY
+-122.26,37.84,52.0,950.0,202.0,467.0,198.0,3.9643,188800.0,NEAR BAY
+-122.26,37.83,52.0,1443.0,311.0,660.0,292.0,3.0125,184400.0,NEAR BAY
+-122.26,37.83,52.0,1656.0,420.0,718.0,382.0,2.6768,182300.0,NEAR BAY
+-122.26,37.83,50.0,1125.0,322.0,616.0,304.0,2.026,142500.0,NEAR BAY
+-122.27,37.82,43.0,1007.0,312.0,558.0,253.0,1.7348,137500.0,NEAR BAY
+-122.26,37.82,40.0,624.0,195.0,423.0,160.0,0.9506,187500.0,NEAR BAY
+-122.27,37.82,40.0,946.0,375.0,700.0,352.0,1.775,112500.0,NEAR BAY
+-122.27,37.82,21.0,896.0,453.0,735.0,438.0,0.9218,171900.0,NEAR BAY
+-122.27,37.82,43.0,1868.0,456.0,1061.0,407.0,1.5045,93800.0,NEAR BAY
+-122.27,37.82,41.0,3221.0,853.0,1959.0,720.0,1.1108,97500.0,NEAR BAY
+-122.27,37.82,52.0,1630.0,456.0,1162.0,400.0,1.2475,104200.0,NEAR BAY
+-122.28,37.82,52.0,1170.0,235.0,701.0,233.0,1.6098,87500.0,NEAR BAY
+-122.28,37.82,52.0,945.0,243.0,576.0,220.0,1.4113,83100.0,NEAR BAY
+-122.28,37.82,52.0,1238.0,288.0,622.0,259.0,1.5057,87500.0,NEAR BAY
+-122.28,37.82,52.0,1489.0,335.0,728.0,244.0,0.8172,85300.0,NEAR BAY
+-122.28,37.82,52.0,1387.0,341.0,1074.0,304.0,1.2171,80300.0,NEAR BAY
+-122.29,37.82,2.0,158.0,43.0,94.0,57.0,2.5625,60000.0,NEAR BAY
+-122.29,37.83,52.0,1121.0,211.0,554.0,187.0,3.3929,75700.0,NEAR BAY
+-122.29,37.82,49.0,135.0,29.0,86.0,23.0,6.1183,75000.0,NEAR BAY
+-122.29,37.81,50.0,760.0,190.0,377.0,122.0,0.9011,86100.0,NEAR BAY
+-122.3,37.81,52.0,1224.0,237.0,521.0,159.0,1.191,76100.0,NEAR BAY
+-122.3,37.81,48.0,828.0,182.0,392.0,133.0,2.5938,73500.0,NEAR BAY
+-122.3,37.81,52.0,1010.0,209.0,604.0,187.0,1.1667,78400.0,NEAR BAY
+-122.3,37.81,48.0,1455.0,354.0,788.0,332.0,0.8056,84400.0,NEAR BAY
+-122.29,37.8,52.0,1027.0,244.0,492.0,147.0,2.6094,81300.0,NEAR BAY
+-122.3,37.81,52.0,572.0,109.0,274.0,82.0,1.8516,85000.0,NEAR BAY
+-122.29,37.81,46.0,2801.0,644.0,1823.0,611.0,0.9802,129200.0,NEAR BAY
+-122.29,37.81,26.0,768.0,152.0,392.0,127.0,1.7719,82500.0,NEAR BAY
+-122.29,37.81,46.0,935.0,297.0,582.0,277.0,0.7286,95200.0,NEAR BAY
+-122.29,37.81,49.0,844.0,204.0,560.0,152.0,1.75,75000.0,NEAR BAY
+-122.29,37.81,46.0,12.0,4.0,18.0,7.0,0.4999,67500.0,NEAR BAY
+-122.29,37.81,20.0,835.0,161.0,290.0,133.0,2.483,137500.0,NEAR BAY
+-122.28,37.81,17.0,1237.0,462.0,762.0,439.0,0.9241,177500.0,NEAR BAY
+-122.28,37.81,36.0,2914.0,562.0,1236.0,509.0,2.4464,102100.0,NEAR BAY
+-122.28,37.81,19.0,1207.0,243.0,721.0,207.0,1.1111,108300.0,NEAR BAY
+-122.29,37.81,23.0,1745.0,374.0,1054.0,325.0,0.8026,112500.0,NEAR BAY
+-122.28,37.8,38.0,684.0,176.0,344.0,155.0,2.0114,131300.0,NEAR BAY
+-122.28,37.81,17.0,924.0,289.0,609.0,289.0,1.5,162500.0,NEAR BAY
+-122.27,37.81,52.0,210.0,56.0,183.0,56.0,1.1667,112500.0,NEAR BAY
+-122.28,37.81,52.0,340.0,97.0,200.0,87.0,1.5208,112500.0,NEAR BAY
+-122.28,37.81,52.0,386.0,164.0,346.0,155.0,0.8075,137500.0,NEAR BAY
+-122.28,37.81,35.0,948.0,184.0,467.0,169.0,1.8088,118800.0,NEAR BAY
+-122.28,37.81,52.0,773.0,143.0,377.0,115.0,2.4083,98200.0,NEAR BAY
+-122.27,37.81,40.0,880.0,451.0,582.0,380.0,0.977,118800.0,NEAR BAY
+-122.27,37.81,10.0,875.0,348.0,546.0,330.0,0.76,162500.0,NEAR BAY
+-122.27,37.8,10.0,105.0,42.0,125.0,39.0,0.9722,137500.0,NEAR BAY
+-122.27,37.8,52.0,249.0,78.0,396.0,85.0,1.2434,500001.0,NEAR BAY
+-122.27,37.8,16.0,994.0,392.0,800.0,362.0,2.0938,162500.0,NEAR BAY
+-122.28,37.8,52.0,215.0,87.0,904.0,88.0,0.8668,137500.0,NEAR BAY
+-122.28,37.8,52.0,96.0,31.0,191.0,34.0,0.75,162500.0,NEAR BAY
+-122.27,37.79,27.0,1055.0,347.0,718.0,302.0,2.6354,187500.0,NEAR BAY
+-122.27,37.8,39.0,1715.0,623.0,1327.0,467.0,1.8477,179200.0,NEAR BAY
+-122.26,37.8,36.0,5329.0,2477.0,3469.0,2323.0,2.0096,130000.0,NEAR BAY
+-122.26,37.82,31.0,4596.0,1331.0,2048.0,1180.0,2.8345,183800.0,NEAR BAY
+-122.26,37.81,29.0,335.0,107.0,202.0,91.0,2.0062,125000.0,NEAR BAY
+-122.26,37.82,22.0,3682.0,1270.0,2024.0,1250.0,1.2185,170000.0,NEAR BAY
+-122.26,37.82,37.0,3633.0,1085.0,1838.0,980.0,2.6104,193100.0,NEAR BAY
+-122.25,37.81,29.0,4656.0,1414.0,2304.0,1250.0,2.4912,257800.0,NEAR BAY
+-122.25,37.81,28.0,5806.0,1603.0,2563.0,1497.0,3.2177,273400.0,NEAR BAY
+-122.25,37.81,39.0,854.0,242.0,389.0,228.0,3.125,237500.0,NEAR BAY
+-122.25,37.81,52.0,2155.0,701.0,895.0,613.0,2.5795,350000.0,NEAR BAY
+-122.26,37.81,34.0,5871.0,1914.0,2689.0,1789.0,2.8406,335700.0,NEAR BAY
+-122.24,37.82,52.0,1509.0,225.0,674.0,244.0,4.9306,313400.0,NEAR BAY
+-122.24,37.81,52.0,2026.0,482.0,709.0,456.0,3.2727,268500.0,NEAR BAY
+-122.25,37.81,52.0,1758.0,460.0,686.0,422.0,3.1691,259400.0,NEAR BAY
+-122.24,37.82,52.0,3481.0,751.0,1444.0,718.0,3.9,275700.0,NEAR BAY
+-122.25,37.82,28.0,3337.0,855.0,1520.0,802.0,3.9063,225000.0,NEAR BAY
+-122.25,37.82,52.0,1424.0,289.0,550.0,253.0,5.0917,262500.0,NEAR BAY
+-122.25,37.82,32.0,3809.0,1098.0,1806.0,1022.0,2.6429,218500.0,NEAR BAY
+-122.25,37.82,26.0,3959.0,1196.0,1749.0,1217.0,3.0233,255000.0,NEAR BAY
+-122.25,37.83,52.0,2376.0,559.0,939.0,519.0,3.1484,224100.0,NEAR BAY
+-122.25,37.83,35.0,1613.0,428.0,675.0,422.0,3.4722,243100.0,NEAR BAY
+-122.25,37.83,52.0,1279.0,287.0,534.0,291.0,3.1429,231600.0,NEAR BAY
+-122.25,37.83,28.0,5022.0,1750.0,2558.0,1661.0,2.4234,218500.0,NEAR BAY
+-122.25,37.83,52.0,4190.0,1105.0,1786.0,1037.0,3.0897,234100.0,NEAR BAY
+-122.23,37.84,50.0,2515.0,399.0,970.0,373.0,5.8596,327600.0,NEAR BAY
+-122.23,37.84,47.0,3175.0,454.0,1098.0,485.0,5.2868,347600.0,NEAR BAY
+-122.24,37.83,41.0,2576.0,406.0,794.0,376.0,5.956,366100.0,NEAR BAY
+-122.24,37.85,37.0,334.0,54.0,98.0,47.0,4.9643,335000.0,NEAR BAY
+-122.23,37.85,52.0,2800.0,411.0,1061.0,403.0,6.3434,373600.0,NEAR BAY
+-122.24,37.84,52.0,3529.0,574.0,1177.0,555.0,5.1773,389500.0,NEAR BAY
+-122.24,37.85,52.0,2612.0,365.0,901.0,367.0,7.2354,391100.0,NEAR BAY
+-122.22,37.85,28.0,5287.0,1048.0,2031.0,956.0,5.457,337300.0,NEAR BAY
+-122.22,37.84,50.0,2935.0,473.0,1031.0,479.0,7.5,295200.0,NEAR BAY
+-122.21,37.84,44.0,3424.0,597.0,1358.0,597.0,6.0194,292300.0,NEAR BAY
+-122.21,37.83,40.0,4991.0,674.0,1616.0,654.0,7.5544,411500.0,NEAR BAY
+-122.2,37.84,30.0,2211.0,346.0,844.0,343.0,6.0666,311500.0,NEAR BAY
+-122.21,37.84,34.0,3038.0,490.0,1140.0,496.0,7.0548,325900.0,NEAR BAY
+-122.19,37.84,18.0,1617.0,210.0,533.0,194.0,11.6017,392600.0,NEAR BAY
+-122.2,37.84,35.0,2865.0,460.0,1072.0,443.0,7.4882,319300.0,NEAR BAY
+-122.21,37.83,34.0,5065.0,788.0,1627.0,766.0,6.8976,333300.0,NEAR BAY
+-122.19,37.83,28.0,1326.0,184.0,463.0,190.0,8.2049,335200.0,NEAR BAY
+-122.2,37.83,26.0,1589.0,223.0,542.0,211.0,8.401,351200.0,NEAR BAY
+-122.19,37.83,29.0,1791.0,271.0,661.0,269.0,6.8538,368900.0,NEAR BAY
+-122.19,37.82,32.0,1835.0,264.0,635.0,263.0,8.317,365900.0,NEAR BAY
+-122.2,37.82,37.0,1229.0,181.0,420.0,176.0,7.0175,366700.0,NEAR BAY
+-122.2,37.82,39.0,3770.0,534.0,1265.0,500.0,6.3302,362800.0,NEAR BAY
+-122.18,37.81,30.0,292.0,38.0,126.0,52.0,6.3624,483300.0,NEAR BAY
+-122.21,37.82,52.0,2375.0,333.0,813.0,350.0,7.0549,331400.0,NEAR BAY
+-122.2,37.81,45.0,2964.0,436.0,1067.0,426.0,6.7851,323500.0,NEAR BAY
+-122.21,37.8,50.0,2833.0,605.0,1260.0,552.0,2.8929,216700.0,NEAR BAY
+-122.21,37.8,38.0,2254.0,535.0,951.0,487.0,3.0812,233100.0,NEAR BAY
+-122.21,37.81,52.0,1389.0,212.0,510.0,224.0,5.2402,296400.0,NEAR BAY
+-122.22,37.81,52.0,1971.0,335.0,765.0,308.0,6.5217,273700.0,NEAR BAY
+-122.22,37.8,52.0,2183.0,465.0,1129.0,460.0,3.2632,227700.0,NEAR BAY
+-122.22,37.8,52.0,2286.0,464.0,1073.0,441.0,3.0298,199600.0,NEAR BAY
+-122.22,37.8,52.0,2721.0,541.0,1185.0,515.0,4.5428,239800.0,NEAR BAY
+-122.22,37.81,52.0,2024.0,339.0,756.0,340.0,4.072,270100.0,NEAR BAY
+-122.22,37.81,52.0,2944.0,536.0,1034.0,521.0,5.3509,302100.0,NEAR BAY
+-122.23,37.8,52.0,2033.0,486.0,787.0,459.0,3.1603,269500.0,NEAR BAY
+-122.23,37.81,52.0,1433.0,229.0,612.0,213.0,4.7708,314700.0,NEAR BAY
+-122.22,37.81,52.0,2927.0,402.0,1021.0,380.0,8.1564,390100.0,NEAR BAY
+-122.23,37.81,52.0,2315.0,292.0,861.0,258.0,8.8793,410300.0,NEAR BAY
+-122.24,37.81,52.0,2485.0,313.0,953.0,327.0,6.8591,352400.0,NEAR BAY
+-122.24,37.81,52.0,1490.0,238.0,634.0,256.0,6.0302,287300.0,NEAR BAY
+-122.23,37.81,52.0,2814.0,365.0,878.0,352.0,7.508,348700.0,NEAR BAY
+-122.24,37.81,52.0,2093.0,550.0,918.0,483.0,2.7477,243800.0,NEAR BAY
+-122.24,37.8,52.0,888.0,168.0,360.0,175.0,2.1944,211500.0,NEAR BAY
+-122.25,37.8,52.0,2087.0,510.0,1197.0,488.0,3.0149,218400.0,NEAR BAY
+-122.24,37.81,52.0,2513.0,502.0,1048.0,518.0,3.675,269900.0,NEAR BAY
+-122.25,37.81,46.0,3232.0,835.0,1373.0,747.0,3.225,218800.0,NEAR BAY
+-122.25,37.8,42.0,4120.0,1065.0,1715.0,1015.0,2.9345,225000.0,NEAR BAY
+-122.25,37.8,43.0,2364.0,792.0,1359.0,722.0,2.1429,250000.0,NEAR BAY
+-122.25,37.8,41.0,1471.0,469.0,1062.0,413.0,1.6121,171400.0,NEAR BAY
+-122.25,37.8,29.0,2468.0,864.0,1335.0,773.0,1.3929,193800.0,NEAR BAY
+-122.24,37.79,27.0,1632.0,492.0,1171.0,429.0,2.3173,125000.0,NEAR BAY
+-122.25,37.79,45.0,1786.0,526.0,1475.0,460.0,1.7772,97500.0,NEAR BAY
+-122.25,37.79,50.0,629.0,188.0,742.0,196.0,2.6458,125000.0,NEAR BAY
+-122.25,37.79,52.0,1339.0,391.0,1086.0,363.0,2.181,138800.0,NEAR BAY
+-122.25,37.8,36.0,1678.0,606.0,1645.0,543.0,2.2303,116700.0,NEAR BAY
+-122.25,37.8,43.0,2344.0,647.0,1710.0,644.0,1.6504,151800.0,NEAR BAY
+-122.24,37.8,52.0,996.0,228.0,731.0,228.0,2.2697,127000.0,NEAR BAY
+-122.24,37.8,52.0,1591.0,373.0,1118.0,347.0,2.1563,128600.0,NEAR BAY
+-122.24,37.8,52.0,1586.0,398.0,1006.0,335.0,2.1348,140600.0,NEAR BAY
+-122.24,37.8,47.0,2046.0,588.0,1213.0,554.0,2.6292,182700.0,NEAR BAY
+-122.23,37.8,52.0,1192.0,289.0,772.0,257.0,2.3833,146900.0,NEAR BAY
+-122.24,37.8,52.0,1803.0,420.0,1321.0,401.0,2.957,122800.0,NEAR BAY
+-122.24,37.8,49.0,2838.0,749.0,1487.0,677.0,2.5238,169300.0,NEAR BAY
+-122.23,37.8,52.0,783.0,184.0,488.0,186.0,1.9375,126600.0,NEAR BAY
+-122.23,37.8,51.0,1590.0,414.0,949.0,392.0,1.9028,127900.0,NEAR BAY
+-122.23,37.8,50.0,1746.0,480.0,1149.0,415.0,2.25,123500.0,NEAR BAY
+-122.23,37.8,52.0,1252.0,299.0,844.0,280.0,2.3929,111900.0,NEAR BAY
+-122.23,37.79,43.0,5963.0,1344.0,4367.0,1231.0,2.1917,112800.0,NEAR BAY
+-122.23,37.79,52.0,1783.0,395.0,1659.0,412.0,2.9357,107900.0,NEAR BAY
+-122.23,37.79,30.0,999.0,264.0,1011.0,263.0,1.8854,137500.0,NEAR BAY
+-122.24,37.79,39.0,1469.0,431.0,1464.0,389.0,2.1638,105500.0,NEAR BAY
+-122.24,37.79,47.0,1372.0,395.0,1237.0,303.0,2.125,95500.0,NEAR BAY
+-122.24,37.79,52.0,674.0,180.0,647.0,168.0,3.375,116100.0,NEAR BAY
+-122.24,37.79,43.0,1626.0,376.0,1284.0,357.0,2.2542,112200.0,NEAR BAY
+-122.25,37.79,51.0,175.0,43.0,228.0,55.0,2.1,75000.0,NEAR BAY
+-122.25,37.79,39.0,461.0,129.0,381.0,123.0,1.6,112500.0,NEAR BAY
+-122.25,37.79,52.0,902.0,237.0,846.0,227.0,3.625,125000.0,NEAR BAY
+-122.26,37.8,20.0,2373.0,779.0,1659.0,676.0,1.6929,115000.0,NEAR BAY
+-122.22,37.77,52.0,391.0,128.0,520.0,138.0,1.6471,95000.0,NEAR BAY
+-122.22,37.77,52.0,1137.0,301.0,866.0,259.0,2.59,96400.0,NEAR BAY
+-122.23,37.77,52.0,769.0,206.0,612.0,183.0,2.57,72000.0,NEAR BAY
+-122.23,37.78,52.0,472.0,146.0,415.0,126.0,2.6429,71300.0,NEAR BAY
+-122.23,37.78,52.0,862.0,215.0,994.0,213.0,3.0257,80800.0,NEAR BAY
+-122.22,37.78,50.0,1920.0,530.0,1525.0,477.0,1.4886,128800.0,NEAR BAY
+-122.23,37.78,43.0,1420.0,472.0,1506.0,438.0,1.9338,112500.0,NEAR BAY
+-122.23,37.78,52.0,986.0,258.0,1008.0,255.0,1.4844,119400.0,NEAR BAY
+-122.23,37.78,44.0,2340.0,825.0,2813.0,751.0,1.6009,118100.0,NEAR BAY
+-122.23,37.79,48.0,1696.0,396.0,1481.0,343.0,2.0375,122500.0,NEAR BAY
+-122.23,37.79,49.0,1175.0,217.0,859.0,219.0,2.293,106300.0,NEAR BAY
+-122.22,37.79,37.0,2343.0,574.0,1608.0,523.0,2.1494,132500.0,NEAR BAY
+-122.23,37.79,30.0,610.0,145.0,425.0,140.0,1.6198,122700.0,NEAR BAY
+-122.23,37.79,40.0,930.0,199.0,564.0,184.0,1.3281,113300.0,NEAR BAY
+-122.22,37.79,44.0,1487.0,314.0,961.0,272.0,3.5156,109500.0,NEAR BAY
+-122.22,37.79,52.0,3424.0,690.0,2273.0,685.0,3.9048,164700.0,NEAR BAY
+-122.21,37.79,52.0,762.0,190.0,600.0,195.0,3.0893,125000.0,NEAR BAY
+-122.22,37.79,46.0,2366.0,575.0,1647.0,527.0,2.6042,124700.0,NEAR BAY
+-122.22,37.79,49.0,1826.0,450.0,1201.0,424.0,2.5,136700.0,NEAR BAY
+-122.22,37.79,38.0,3049.0,711.0,2167.0,659.0,2.7969,141700.0,NEAR BAY
+-122.2,37.79,29.0,1640.0,376.0,939.0,340.0,2.8321,150000.0,NEAR BAY
+-122.21,37.79,47.0,1543.0,307.0,859.0,292.0,2.9583,138800.0,NEAR BAY
+-122.21,37.79,34.0,2364.0,557.0,1517.0,516.0,2.8365,139200.0,NEAR BAY
+-122.21,37.79,35.0,1745.0,409.0,1143.0,386.0,2.875,143800.0,NEAR BAY
+-122.21,37.8,39.0,2003.0,500.0,1109.0,464.0,3.0682,156500.0,NEAR BAY
+-122.21,37.8,39.0,2018.0,447.0,1221.0,446.0,3.0757,151000.0,NEAR BAY
+-122.2,37.8,43.0,3045.0,499.0,1115.0,455.0,4.9559,273000.0,NEAR BAY
+-122.2,37.8,52.0,1547.0,293.0,706.0,268.0,4.7721,217100.0,NEAR BAY
+-122.21,37.8,52.0,3519.0,711.0,1883.0,706.0,3.4861,187100.0,NEAR BAY
+-122.2,37.8,41.0,2070.0,354.0,804.0,340.0,5.1184,239600.0,NEAR BAY
+-122.21,37.8,48.0,1321.0,263.0,506.0,252.0,4.0977,229700.0,NEAR BAY
+-122.19,37.8,48.0,1694.0,259.0,610.0,238.0,4.744,257300.0,NEAR BAY
+-122.19,37.8,46.0,1938.0,341.0,768.0,332.0,4.2727,246900.0,NEAR BAY
+-122.19,37.79,50.0,968.0,195.0,462.0,184.0,2.9844,179900.0,NEAR BAY
+-122.2,37.79,40.0,1060.0,256.0,667.0,235.0,4.1739,169600.0,NEAR BAY
+-122.2,37.8,46.0,2041.0,405.0,1059.0,399.0,3.8487,203300.0,NEAR BAY
+-122.19,37.8,52.0,1813.0,271.0,637.0,277.0,4.0114,263400.0,NEAR BAY
+-122.19,37.79,45.0,2718.0,451.0,1106.0,454.0,4.6563,231800.0,NEAR BAY
+-122.19,37.79,28.0,3144.0,761.0,1737.0,669.0,2.9297,140500.0,NEAR BAY
+-122.2,37.79,35.0,1802.0,459.0,1009.0,390.0,2.3036,126000.0,NEAR BAY
+-122.2,37.79,49.0,882.0,195.0,737.0,210.0,2.6667,122000.0,NEAR BAY
+-122.2,37.79,44.0,1621.0,452.0,1354.0,491.0,2.619,134700.0,NEAR BAY
+-122.21,37.79,45.0,2115.0,533.0,1530.0,474.0,2.4167,139400.0,NEAR BAY
+-122.2,37.79,45.0,2021.0,528.0,1410.0,480.0,2.7788,115400.0,NEAR BAY
+-122.21,37.78,46.0,2239.0,508.0,1390.0,569.0,2.7352,137300.0,NEAR BAY
+-122.21,37.78,52.0,1477.0,300.0,1065.0,269.0,1.8472,137000.0,NEAR BAY
+-122.21,37.78,52.0,1056.0,224.0,792.0,245.0,2.6583,142600.0,NEAR BAY
+-122.21,37.78,49.0,898.0,244.0,779.0,245.0,3.0536,137500.0,NEAR BAY
+-122.22,37.78,44.0,2968.0,710.0,2269.0,610.0,2.3906,111700.0,NEAR BAY
+-122.21,37.78,43.0,1702.0,460.0,1227.0,407.0,1.7188,126800.0,NEAR BAY
+-122.21,37.78,47.0,881.0,248.0,753.0,241.0,2.625,111300.0,NEAR BAY
+-122.22,37.77,40.0,494.0,114.0,547.0,135.0,2.8015,114800.0,NEAR BAY
+-122.22,37.78,50.0,1776.0,473.0,1807.0,440.0,1.7276,102300.0,NEAR BAY
+-122.22,37.78,44.0,1678.0,514.0,1700.0,495.0,2.0801,131900.0,NEAR BAY
+-122.22,37.78,51.0,1637.0,463.0,1543.0,393.0,2.489,119100.0,NEAR BAY
+-122.21,37.76,52.0,1420.0,314.0,1085.0,300.0,1.7546,80600.0,NEAR BAY
+-122.21,37.77,52.0,591.0,173.0,353.0,137.0,4.0904,80600.0,NEAR BAY
+-122.21,37.77,52.0,745.0,153.0,473.0,149.0,2.6765,88800.0,NEAR BAY
+-122.2,37.77,49.0,2272.0,498.0,1621.0,483.0,2.4338,102400.0,NEAR BAY
+-122.21,37.77,46.0,1234.0,375.0,1183.0,354.0,2.3309,98700.0,NEAR BAY
+-122.21,37.77,43.0,1017.0,328.0,836.0,277.0,2.2604,100000.0,NEAR BAY
+-122.19,37.77,42.0,932.0,254.0,900.0,263.0,1.8039,92300.0,NEAR BAY
+-122.2,37.77,39.0,2689.0,597.0,1888.0,537.0,2.2562,94800.0,NEAR BAY
+-122.2,37.77,41.0,1547.0,415.0,1024.0,341.0,2.0562,102000.0,NEAR BAY
+-122.2,37.78,52.0,2300.0,443.0,1225.0,423.0,3.5398,158400.0,NEAR BAY
+-122.2,37.78,39.0,1752.0,399.0,1071.0,376.0,3.1167,121600.0,NEAR BAY
+-122.2,37.78,50.0,1867.0,403.0,1128.0,378.0,2.5401,129100.0,NEAR BAY
+-122.2,37.77,43.0,2430.0,502.0,1537.0,484.0,2.898,121400.0,NEAR BAY
+-122.21,37.78,44.0,1729.0,414.0,1240.0,393.0,2.3125,102800.0,NEAR BAY
+-122.19,37.78,52.0,1026.0,180.0,469.0,168.0,2.875,160000.0,NEAR BAY
+-122.19,37.77,52.0,2170.0,428.0,1086.0,425.0,3.3715,143900.0,NEAR BAY
+-122.19,37.77,52.0,2329.0,445.0,1144.0,417.0,3.5114,151200.0,NEAR BAY
+-122.19,37.78,52.0,2492.0,415.0,1109.0,375.0,4.3125,164400.0,NEAR BAY
+-122.19,37.78,52.0,2198.0,397.0,984.0,369.0,3.22,156500.0,NEAR BAY
+-122.18,37.78,33.0,142.0,31.0,575.0,47.0,3.875,225000.0,NEAR BAY
+-122.19,37.78,49.0,1183.0,205.0,496.0,209.0,5.2328,174200.0,NEAR BAY
+-122.19,37.78,52.0,1070.0,193.0,555.0,190.0,3.7262,166900.0,NEAR BAY
+-122.2,37.78,45.0,1766.0,332.0,869.0,327.0,4.5893,163500.0,NEAR BAY
+-122.18,37.79,39.0,617.0,95.0,236.0,106.0,5.2578,253000.0,NEAR BAY
+-122.18,37.79,41.0,1411.0,233.0,626.0,214.0,7.0875,240700.0,NEAR BAY
+-122.18,37.79,46.0,2109.0,387.0,922.0,329.0,3.9712,208100.0,NEAR BAY
+-122.19,37.79,47.0,1229.0,243.0,582.0,256.0,2.9514,198100.0,NEAR BAY
+-122.19,37.79,50.0,954.0,217.0,546.0,201.0,2.6667,172800.0,NEAR BAY
+-122.18,37.81,37.0,1643.0,262.0,620.0,266.0,5.4446,336700.0,NEAR BAY
+-122.18,37.8,34.0,1355.0,195.0,442.0,195.0,6.2838,318200.0,NEAR BAY
+-122.18,37.8,23.0,2317.0,336.0,955.0,328.0,6.7527,285800.0,NEAR BAY
+-122.13,37.77,24.0,2459.0,317.0,916.0,324.0,7.0712,293000.0,NEAR BAY
+-122.16,37.79,22.0,12842.0,2048.0,4985.0,1967.0,5.9849,371000.0,NEAR BAY
+-122.17,37.78,42.0,1524.0,260.0,651.0,267.0,3.6875,157300.0,NEAR BAY
+-122.17,37.77,30.0,3326.0,746.0,1704.0,703.0,2.875,135300.0,NEAR BAY
+-122.18,37.78,43.0,1985.0,440.0,1085.0,407.0,3.4205,136700.0,NEAR BAY
+-122.18,37.78,50.0,1642.0,322.0,713.0,284.0,3.2984,160700.0,NEAR BAY
+-122.17,37.78,49.0,893.0,177.0,468.0,181.0,3.875,140600.0,NEAR BAY
+-122.17,37.78,52.0,653.0,128.0,296.0,121.0,4.175,144000.0,NEAR BAY
+-122.16,37.77,47.0,1256.0,,570.0,218.0,4.375,161900.0,NEAR BAY
+-122.16,37.77,48.0,977.0,194.0,446.0,180.0,4.7708,156300.0,NEAR BAY
+-122.16,37.77,45.0,2324.0,397.0,968.0,384.0,3.5739,176000.0,NEAR BAY
+-122.16,37.77,39.0,1583.0,349.0,857.0,316.0,3.0958,145800.0,NEAR BAY
+-122.17,37.77,39.0,1612.0,342.0,912.0,322.0,3.3958,141900.0,NEAR BAY
+-122.17,37.77,31.0,2424.0,533.0,1360.0,452.0,1.871,90700.0,NEAR BAY
+-122.17,37.76,41.0,1594.0,367.0,1074.0,355.0,1.9356,90600.0,NEAR BAY
+-122.17,37.76,47.0,2118.0,413.0,965.0,382.0,2.1842,107900.0,NEAR BAY
+-122.18,37.76,37.0,1575.0,358.0,933.0,320.0,2.2917,107000.0,NEAR BAY
+-122.17,37.76,38.0,1764.0,397.0,987.0,354.0,2.4333,98200.0,NEAR BAY
+-122.18,37.76,50.0,1187.0,261.0,907.0,246.0,1.9479,89500.0,NEAR BAY
+-122.18,37.76,52.0,754.0,175.0,447.0,165.0,3.9063,93800.0,NEAR BAY
+-122.18,37.76,49.0,2308.0,452.0,1299.0,451.0,1.8407,96700.0,NEAR BAY
+-122.18,37.77,27.0,909.0,236.0,396.0,157.0,2.0786,97500.0,NEAR BAY
+-122.18,37.77,42.0,1180.0,257.0,877.0,268.0,2.8125,97300.0,NEAR BAY
+-122.18,37.76,43.0,2018.0,408.0,1111.0,367.0,1.8913,91200.0,NEAR BAY
+-122.19,37.76,49.0,1368.0,282.0,790.0,269.0,1.7056,91400.0,NEAR BAY
+-122.18,37.77,52.0,2744.0,547.0,1479.0,554.0,2.2768,96200.0,NEAR BAY
+-122.18,37.77,51.0,2107.0,471.0,1173.0,438.0,3.2552,120100.0,NEAR BAY
+-122.18,37.77,52.0,1748.0,362.0,1029.0,366.0,2.0556,100000.0,NEAR BAY
+-122.19,37.76,52.0,2024.0,391.0,1030.0,350.0,2.4659,94700.0,NEAR BAY
+-122.2,37.76,47.0,1116.0,259.0,826.0,279.0,1.75,85700.0,NEAR BAY
+-122.19,37.77,41.0,2036.0,510.0,1412.0,454.0,2.0469,89300.0,NEAR BAY
+-122.19,37.77,45.0,1852.0,393.0,1132.0,349.0,2.7159,101400.0,NEAR BAY
+-122.19,37.76,41.0,921.0,207.0,522.0,159.0,1.2083,72500.0,NEAR BAY
+-122.19,37.76,45.0,995.0,238.0,630.0,237.0,1.925,74100.0,NEAR BAY
+-122.2,37.75,36.0,606.0,132.0,531.0,133.0,1.5809,70000.0,NEAR BAY
+-122.2,37.76,37.0,2680.0,736.0,1925.0,667.0,1.4097,84600.0,NEAR BAY
+-122.19,37.76,38.0,1493.0,370.0,1144.0,351.0,0.7683,81800.0,NEAR BAY
+-122.19,37.75,19.0,2207.0,565.0,1481.0,520.0,1.3194,81400.0,NEAR BAY
+-122.19,37.75,28.0,856.0,189.0,435.0,162.0,0.8012,81800.0,NEAR BAY
+-122.19,37.76,26.0,1293.0,297.0,984.0,303.0,1.9479,85800.0,NEAR BAY
+-122.19,37.74,36.0,847.0,212.0,567.0,159.0,1.1765,87100.0,NEAR BAY
+-122.18,37.74,42.0,541.0,154.0,380.0,123.0,2.3456,83500.0,NEAR BAY
+-122.19,37.73,44.0,1066.0,253.0,825.0,244.0,2.1538,79700.0,NEAR BAY
+-122.19,37.74,43.0,707.0,147.0,417.0,155.0,2.5139,83400.0,NEAR BAY
+-122.19,37.73,45.0,1528.0,291.0,801.0,287.0,1.2625,84700.0,NEAR BAY
+-122.18,37.73,42.0,909.0,215.0,646.0,198.0,2.9063,80000.0,NEAR BAY
+-122.18,37.73,43.0,1391.0,293.0,855.0,285.0,2.5192,76400.0,NEAR BAY
+-122.18,37.73,44.0,548.0,119.0,435.0,136.0,2.1111,79700.0,NEAR BAY
+-122.18,37.73,42.0,4074.0,874.0,2736.0,780.0,2.455,82400.0,NEAR BAY
+-122.17,37.74,41.0,1613.0,445.0,1481.0,414.0,2.4028,97700.0,NEAR BAY
+-122.17,37.74,47.0,463.0,134.0,327.0,137.0,2.15,97200.0,NEAR BAY
+-122.17,37.74,43.0,818.0,193.0,494.0,179.0,2.4776,101600.0,NEAR BAY
+-122.17,37.73,43.0,1473.0,371.0,1231.0,341.0,2.1587,86500.0,NEAR BAY
+-122.18,37.74,35.0,504.0,126.0,323.0,109.0,1.8438,90500.0,NEAR BAY
+-122.17,37.74,46.0,1026.0,226.0,749.0,225.0,3.0298,107600.0,NEAR BAY
+-122.17,37.74,46.0,769.0,183.0,693.0,178.0,2.25,84200.0,NEAR BAY
+-122.18,37.74,46.0,2103.0,391.0,1339.0,354.0,2.2467,88900.0,NEAR BAY
+-122.18,37.75,45.0,330.0,76.0,282.0,80.0,4.0469,80700.0,NEAR BAY
+-122.18,37.75,46.0,941.0,218.0,621.0,195.0,1.325,87100.0,NEAR BAY
+-122.17,37.75,38.0,992.0,,732.0,259.0,1.6196,85100.0,NEAR BAY
+-122.18,37.75,45.0,990.0,261.0,901.0,260.0,2.1731,82000.0,NEAR BAY
+-122.19,37.75,36.0,1126.0,263.0,482.0,150.0,1.9167,82800.0,NEAR BAY
+-122.18,37.75,43.0,1036.0,233.0,652.0,213.0,2.069,84600.0,NEAR BAY
+-122.18,37.75,36.0,1047.0,214.0,651.0,166.0,1.712,82100.0,NEAR BAY
+-122.17,37.76,33.0,1280.0,307.0,999.0,286.0,2.5625,89300.0,NEAR BAY
+-122.17,37.75,43.0,1587.0,320.0,907.0,306.0,1.9821,98300.0,NEAR BAY
+-122.17,37.75,41.0,1257.0,271.0,828.0,230.0,2.5043,92300.0,NEAR BAY
+-122.17,37.75,44.0,1218.0,248.0,763.0,254.0,2.3281,88800.0,NEAR BAY
+-122.17,37.75,48.0,1751.0,390.0,935.0,349.0,1.4375,90000.0,NEAR BAY
+-122.16,37.76,45.0,2299.0,514.0,1437.0,484.0,2.5122,95500.0,NEAR BAY
+-122.16,37.75,38.0,2457.0,624.0,1516.0,482.0,1.5625,91700.0,NEAR BAY
+-122.17,37.75,47.0,998.0,211.0,597.0,185.0,3.1587,100400.0,NEAR BAY
+-122.17,37.76,40.0,1685.0,343.0,949.0,342.0,1.8426,94800.0,NEAR BAY
+-122.16,37.76,46.0,1827.0,307.0,881.0,302.0,4.6696,164300.0,NEAR BAY
+-122.16,37.76,36.0,2781.0,574.0,1438.0,519.0,2.4598,155500.0,NEAR BAY
+-122.15,37.76,39.0,1823.0,286.0,763.0,270.0,6.0749,196900.0,NEAR BAY
+-122.14,37.77,27.0,2229.0,365.0,1297.0,355.0,4.8304,279100.0,NEAR BAY
+-122.14,37.76,34.0,1513.0,231.0,545.0,211.0,5.5701,252800.0,NEAR BAY
+-122.13,37.76,26.0,3266.0,491.0,1222.0,533.0,5.37,275400.0,NEAR BAY
+-122.12,37.75,33.0,1809.0,261.0,808.0,219.0,6.86,250000.0,NEAR BAY
+-122.12,37.75,28.0,794.0,111.0,329.0,109.0,7.6923,329800.0,NEAR BAY
+-122.14,37.75,36.0,690.0,105.0,299.0,109.0,4.0313,195500.0,NEAR BAY
+-122.14,37.75,33.0,1334.0,200.0,579.0,202.0,6.8323,255900.0,NEAR BAY
+-122.13,37.75,30.0,414.0,54.0,137.0,50.0,4.975,311100.0,NEAR BAY
+-122.13,37.75,36.0,768.0,93.0,229.0,93.0,5.3602,330000.0,NEAR BAY
+-122.13,37.74,41.0,4400.0,666.0,1476.0,648.0,5.0,248900.0,NEAR BAY
+-122.16,37.75,46.0,954.0,161.0,429.0,154.0,2.925,142900.0,NEAR BAY
+-122.15,37.75,40.0,1445.0,256.0,849.0,255.0,3.8913,126300.0,NEAR BAY
+-122.15,37.75,44.0,1938.0,399.0,946.0,331.0,3.225,135800.0,NEAR BAY
+-122.15,37.74,41.0,856.0,178.0,571.0,191.0,3.1458,130600.0,NEAR BAY
+-122.16,37.75,24.0,1790.0,454.0,1137.0,386.0,2.537,107900.0,NEAR BAY
+-122.16,37.75,44.0,617.0,131.0,378.0,135.0,2.5568,111100.0,NEAR BAY
+-122.15,37.74,43.0,1383.0,275.0,853.0,272.0,3.5083,122000.0,NEAR BAY
+-122.15,37.74,49.0,1325.0,277.0,764.0,282.0,3.3125,118000.0,NEAR BAY
+-122.16,37.75,40.0,1227.0,294.0,928.0,261.0,1.8235,95200.0,NEAR BAY
+-122.16,37.75,35.0,667.0,140.0,406.0,133.0,3.8047,94300.0,NEAR BAY
+-122.17,37.74,34.0,1223.0,281.0,824.0,280.0,2.2917,92500.0,NEAR BAY
+-122.17,37.75,37.0,1379.0,287.0,835.0,259.0,2.4962,91800.0,NEAR BAY
+-122.16,37.74,43.0,1534.0,300.0,826.0,295.0,4.0417,109400.0,NEAR BAY
+-122.16,37.74,46.0,1029.0,181.0,567.0,211.0,3.4844,129500.0,NEAR BAY
+-122.16,37.74,52.0,771.0,147.0,355.0,144.0,4.1458,143400.0,NEAR BAY
+-122.16,37.74,47.0,824.0,223.0,533.0,166.0,2.625,98200.0,NEAR BAY
+-122.16,37.74,44.0,1097.0,239.0,609.0,215.0,2.0227,103100.0,NEAR BAY
+-122.29,37.9,49.0,1283.0,238.0,576.0,236.0,3.3333,276800.0,NEAR BAY
+-122.29,37.9,52.0,1604.0,263.0,594.0,286.0,5.338,270900.0,NEAR BAY
+-122.29,37.89,52.0,2248.0,422.0,870.0,377.0,3.4732,246200.0,NEAR BAY
+-122.3,37.9,38.0,2263.0,522.0,1027.0,509.0,3.5125,224200.0,NEAR BAY
+-122.29,37.89,52.0,1571.0,349.0,693.0,326.0,3.1375,229100.0,NEAR BAY
+-122.3,37.89,46.0,1520.0,402.0,815.0,375.0,2.8036,211600.0,NEAR BAY
+-122.3,37.9,15.0,5083.0,1212.0,2420.0,1146.0,4.5824,256100.0,NEAR BAY
+-122.3,37.89,36.0,1077.0,293.0,518.0,276.0,3.0208,206300.0,NEAR BAY
+-122.3,37.89,52.0,1248.0,283.0,620.0,275.0,4.0875,221300.0,NEAR BAY
+-122.33,37.89,42.0,1342.0,291.0,551.0,266.0,4.5268,207400.0,NEAR BAY
+-122.34,37.88,37.0,3061.0,930.0,2556.0,924.0,1.7375,350000.0,NEAR BAY
+-122.29,37.89,52.0,3171.0,698.0,1498.0,696.0,3.1795,218200.0,NEAR BAY
+-122.29,37.88,50.0,1211.0,261.0,523.0,227.0,3.8672,216700.0,NEAR BAY
+-122.29,37.89,52.0,979.0,175.0,374.0,153.0,5.1675,270600.0,NEAR BAY
+-122.29,37.89,52.0,2269.0,380.0,1004.0,371.0,5.1696,261400.0,NEAR BAY
+-122.28,37.88,52.0,1844.0,332.0,769.0,334.0,4.2614,261300.0,NEAR BAY
+-122.29,37.89,52.0,2178.0,421.0,940.0,423.0,5.0551,232200.0,NEAR BAY
+-122.27,37.9,42.0,1650.0,274.0,645.0,256.0,5.6228,375400.0,NEAR BAY
+-122.26,37.9,52.0,1927.0,279.0,705.0,288.0,7.8864,357300.0,NEAR BAY
+-122.27,37.9,52.0,2079.0,273.0,684.0,275.0,7.9556,374400.0,NEAR BAY
+-122.27,37.9,52.0,1803.0,240.0,572.0,236.0,6.174,358800.0,NEAR BAY
+-122.27,37.9,52.0,2041.0,270.0,671.0,253.0,6.9414,417500.0,NEAR BAY
+-122.27,37.89,52.0,3046.0,373.0,975.0,365.0,8.8342,430500.0,NEAR BAY
+-122.28,37.9,52.0,2318.0,328.0,779.0,312.0,7.1754,362900.0,NEAR BAY
+-122.28,37.9,52.0,2003.0,250.0,658.0,244.0,10.0825,397000.0,NEAR BAY
+-122.28,37.9,52.0,2261.0,328.0,819.0,335.0,4.9083,346800.0,NEAR BAY
+-122.28,37.89,52.0,1225.0,169.0,412.0,168.0,5.7912,327100.0,NEAR BAY
+-122.28,37.89,52.0,2315.0,408.0,835.0,369.0,4.5893,290100.0,NEAR BAY
+-122.28,37.89,52.0,2070.0,329.0,722.0,306.0,5.4171,292000.0,NEAR BAY
+-122.28,37.89,52.0,2616.0,473.0,1085.0,487.0,4.125,270900.0,NEAR BAY
+-122.27,37.89,52.0,2640.0,366.0,973.0,355.0,7.266,371100.0,NEAR BAY
+-122.27,37.89,52.0,1978.0,293.0,723.0,272.0,5.3989,335600.0,NEAR BAY
+-122.26,37.9,37.0,2220.0,335.0,903.0,362.0,7.8336,371300.0,NEAR BAY
+-122.25,37.89,41.0,1125.0,195.0,356.0,181.0,6.1593,344000.0,NEAR BAY
+-122.26,37.89,52.0,3078.0,494.0,1005.0,462.0,6.381,342200.0,NEAR BAY
+-122.26,37.89,52.0,3706.0,531.0,1205.0,504.0,6.6828,370900.0,NEAR BAY
+-122.25,37.89,37.0,3000.0,457.0,987.0,450.0,7.5385,350000.0,NEAR BAY
+-122.25,37.89,42.0,2863.0,460.0,1031.0,448.0,6.7138,368600.0,NEAR BAY
+-122.26,37.88,52.0,2551.0,417.0,894.0,404.0,6.2425,391800.0,NEAR BAY
+-122.26,37.88,52.0,2255.0,410.0,823.0,377.0,5.7979,415300.0,NEAR BAY
+-122.27,37.88,52.0,3360.0,648.0,1232.0,621.0,4.2813,284900.0,NEAR BAY
+-122.27,37.88,52.0,1693.0,391.0,669.0,367.0,3.5417,287500.0,NEAR BAY
+-122.27,37.88,44.0,2252.0,592.0,989.0,550.0,3.0132,272900.0,NEAR BAY
+-122.28,37.88,52.0,2495.0,491.0,1058.0,464.0,4.1429,259600.0,NEAR BAY
+-122.28,37.88,52.0,1193.0,200.0,506.0,207.0,4.1912,254500.0,NEAR BAY
+-122.28,37.88,52.0,1172.0,215.0,489.0,218.0,3.9167,235600.0,NEAR BAY
+-122.29,37.88,52.0,2159.0,424.0,824.0,388.0,3.8897,218400.0,NEAR BAY
+-122.29,37.88,48.0,2365.0,490.0,1034.0,475.0,3.1065,229200.0,NEAR BAY
+-122.29,37.88,46.0,1895.0,442.0,920.0,425.0,2.9926,192100.0,NEAR BAY
+-122.29,37.88,52.0,1650.0,395.0,841.0,380.0,3.556,179300.0,NEAR BAY
+-122.3,37.88,45.0,453.0,146.0,749.0,137.0,1.475,187500.0,NEAR BAY
+-122.3,37.88,52.0,409.0,97.0,208.0,98.0,1.6971,138800.0,NEAR BAY
+-122.3,37.87,10.0,503.0,118.0,228.0,100.0,2.1705,150000.0,NEAR BAY
+-122.3,37.86,50.0,499.0,127.0,287.0,128.0,2.75,140600.0,NEAR BAY
+-122.29,37.85,52.0,477.0,119.0,218.0,106.0,2.5682,120000.0,NEAR BAY
+-122.3,37.88,46.0,1647.0,376.0,854.0,355.0,2.9,144800.0,NEAR BAY
+-122.3,37.87,52.0,3123.0,749.0,1695.0,684.0,2.2208,144800.0,NEAR BAY
+-122.28,37.88,52.0,957.0,188.0,403.0,172.0,3.2344,245500.0,NEAR BAY
+-122.28,37.87,52.0,589.0,132.0,288.0,131.0,3.5156,200000.0,NEAR BAY
+-122.28,37.87,49.0,2026.0,548.0,963.0,521.0,1.9805,173700.0,NEAR BAY
+-122.29,37.87,50.0,1829.0,536.0,1129.0,516.0,2.6684,185600.0,NEAR BAY
+-122.29,37.87,52.0,895.0,198.0,386.0,204.0,3.875,182600.0,NEAR BAY
+-122.28,37.88,52.0,1909.0,416.0,811.0,406.0,3.006,227900.0,NEAR BAY
+-122.28,37.87,46.0,3022.0,696.0,1293.0,675.0,2.543,220700.0,NEAR BAY
+-122.28,37.87,46.0,1777.0,446.0,805.0,431.0,2.8676,212000.0,NEAR BAY
+-122.27,37.88,52.0,2803.0,930.0,1372.0,876.0,2.1907,271400.0,NEAR BAY
+-122.27,37.87,30.0,1465.0,439.0,862.0,425.0,1.7778,268800.0,NEAR BAY
+-122.27,37.88,37.0,2619.0,682.0,1152.0,616.0,2.52,277800.0,NEAR BAY
+-122.26,37.88,52.0,1149.0,255.0,483.0,249.0,4.2788,332500.0,NEAR BAY
+-122.26,37.88,52.0,2363.0,604.0,1558.0,573.0,2.944,338900.0,NEAR BAY
+-122.26,37.88,52.0,2604.0,837.0,1798.0,769.0,1.725,287500.0,NEAR BAY
+-122.25,37.87,41.0,685.0,141.0,266.0,123.0,5.2289,384600.0,NEAR BAY
+-122.25,37.87,42.0,1756.0,465.0,2184.0,422.0,2.5562,371400.0,NEAR BAY
+-122.25,37.87,52.0,1204.0,460.0,2016.0,477.0,0.949,350000.0,NEAR BAY
+-122.25,37.87,52.0,609.0,236.0,1349.0,250.0,1.1696,500001.0,NEAR BAY
+-122.26,37.87,52.0,1087.0,371.0,3337.0,350.0,1.4012,175000.0,NEAR BAY
+-122.26,37.87,52.0,2773.0,998.0,1721.0,949.0,1.1859,241700.0,NEAR BAY
+-122.27,37.87,35.0,3218.0,1108.0,1675.0,1000.0,1.7464,216700.0,NEAR BAY
+-122.27,37.87,49.0,1350.0,368.0,707.0,350.0,2.8846,211300.0,NEAR BAY
+-122.27,37.87,52.0,3084.0,698.0,1424.0,694.0,2.7372,210200.0,NEAR BAY
+-122.28,37.86,52.0,938.0,195.0,393.0,189.0,3.8594,196400.0,NEAR BAY
+-122.28,37.87,52.0,1813.0,353.0,828.0,339.0,3.5625,191700.0,NEAR BAY
+-122.28,37.87,52.0,1233.0,300.0,571.0,292.0,2.2788,182300.0,NEAR BAY
+-122.29,37.87,44.0,2539.0,755.0,1382.0,713.0,2.537,175000.0,NEAR BAY
+-122.29,37.87,46.0,1267.0,324.0,792.0,321.0,2.525,165900.0,NEAR BAY
+-122.29,37.86,52.0,1665.0,404.0,815.0,372.0,1.9946,156900.0,NEAR BAY
+-122.28,37.86,52.0,1659.0,367.0,788.0,346.0,2.8214,164300.0,NEAR BAY
+-122.29,37.87,52.0,2225.0,460.0,1145.0,430.0,2.6165,150000.0,NEAR BAY
+-122.29,37.86,50.0,2485.0,607.0,1354.0,563.0,1.9483,150500.0,NEAR BAY
+-122.28,37.86,52.0,2031.0,450.0,958.0,445.0,1.9327,169900.0,NEAR BAY
+-122.28,37.86,49.0,2932.0,668.0,1361.0,608.0,1.9798,147400.0,NEAR BAY
+-122.28,37.85,52.0,2246.0,472.0,1005.0,449.0,2.4167,152700.0,NEAR BAY
+-122.27,37.86,49.0,2052.0,435.0,924.0,414.0,2.5417,182700.0,NEAR BAY
+-122.28,37.86,52.0,1999.0,417.0,780.0,358.0,3.3906,179300.0,NEAR BAY
+-122.28,37.86,52.0,3007.0,691.0,1582.0,636.0,2.5652,157700.0,NEAR BAY
+-122.28,37.86,41.0,2214.0,550.0,1213.0,568.0,2.2845,153100.0,NEAR BAY
+-122.27,37.86,52.0,1088.0,305.0,486.0,267.0,2.6071,250000.0,NEAR BAY
+-122.27,37.86,52.0,834.0,186.0,494.0,175.0,3.15,206300.0,NEAR BAY
+-122.27,37.86,52.0,1769.0,372.0,849.0,365.0,2.6914,218800.0,NEAR BAY
+-122.27,37.86,52.0,2307.0,583.0,1127.0,548.0,1.8447,198200.0,NEAR BAY
+-122.26,37.86,35.0,5161.0,1744.0,3276.0,1742.0,1.6307,253600.0,NEAR BAY
+-122.26,37.86,52.0,3497.0,832.0,1493.0,794.0,2.9044,257400.0,NEAR BAY
+-122.26,37.86,52.0,3774.0,744.0,1461.0,679.0,2.9405,289500.0,NEAR BAY
+-122.26,37.86,52.0,2888.0,604.0,1253.0,538.0,3.3893,241700.0,NEAR BAY
+-122.25,37.86,48.0,2153.0,517.0,1656.0,459.0,3.0417,489600.0,NEAR BAY
+-122.25,37.86,52.0,1389.0,191.0,514.0,202.0,7.0897,446200.0,NEAR BAY
+-122.25,37.86,52.0,1709.0,318.0,719.0,295.0,5.0463,456300.0,NEAR BAY
+-122.25,37.86,52.0,1587.0,444.0,878.0,449.0,1.7652,336800.0,NEAR BAY
+-122.24,37.86,52.0,1668.0,225.0,517.0,214.0,7.8521,500001.0,NEAR BAY
+-122.24,37.85,52.0,3726.0,474.0,1366.0,496.0,9.3959,500001.0,NEAR BAY
+-122.25,37.86,52.0,4048.0,663.0,1316.0,590.0,5.3794,376900.0,NEAR BAY
+-122.26,37.85,52.0,3618.0,768.0,1508.0,755.0,3.2619,309600.0,NEAR BAY
+-122.27,37.85,52.0,4076.0,920.0,1800.0,815.0,2.7054,182300.0,NEAR BAY
+-122.27,37.85,47.0,2077.0,400.0,719.0,326.0,2.2431,172700.0,NEAR BAY
+-122.27,37.85,50.0,1279.0,300.0,675.0,255.0,1.9028,150800.0,NEAR BAY
+-122.27,37.85,52.0,1974.0,426.0,875.0,363.0,1.5817,153600.0,NEAR BAY
+-122.27,37.85,52.0,335.0,83.0,152.0,77.0,2.2841,106300.0,NEAR BAY
+-122.27,37.85,47.0,1375.0,307.0,843.0,319.0,1.3785,142300.0,NEAR BAY
+-122.28,37.85,52.0,610.0,145.0,281.0,132.0,2.9018,119400.0,NEAR BAY
+-122.28,37.85,44.0,1025.0,198.0,506.0,204.0,1.73,147900.0,NEAR BAY
+-122.28,37.85,48.0,2063.0,484.0,1054.0,466.0,2.2625,132900.0,NEAR BAY
+-122.29,37.84,35.0,1872.0,419.0,1017.0,414.0,2.2106,132500.0,NEAR BAY
+-122.28,37.83,52.0,3108.0,813.0,1623.0,765.0,2.6997,126900.0,NEAR BAY
+-122.3,37.84,14.0,7355.0,2408.0,3100.0,2051.0,4.0018,143800.0,NEAR BAY
+-122.23,37.83,52.0,2990.0,379.0,947.0,361.0,7.8772,500001.0,NEAR BAY
+-122.22,37.82,39.0,2492.0,310.0,808.0,315.0,11.8603,500001.0,NEAR BAY
+-122.22,37.82,42.0,2991.0,335.0,1018.0,335.0,13.499,500001.0,NEAR BAY
+-122.23,37.82,52.0,3242.0,366.0,1001.0,352.0,12.2138,500001.0,NEAR BAY
+-122.23,37.82,52.0,3051.0,381.0,1005.0,369.0,8.1872,466100.0,NEAR BAY
+-122.23,37.82,52.0,3494.0,396.0,1192.0,383.0,12.3804,500001.0,NEAR BAY
+-122.24,37.83,52.0,1757.0,246.0,585.0,227.0,5.8948,457800.0,NEAR BAY
+-122.24,37.83,52.0,2449.0,312.0,916.0,316.0,8.1194,471600.0,NEAR BAY
+-122.23,37.82,52.0,1611.0,203.0,556.0,179.0,8.7477,500001.0,NEAR BAY
+-122.24,37.82,52.0,3665.0,517.0,1470.0,520.0,6.155,398600.0,NEAR BAY
+-122.25,37.82,52.0,2474.0,403.0,1104.0,398.0,5.883,340700.0,NEAR BAY
+-122.23,37.76,52.0,3037.0,516.0,1242.0,518.0,5.2128,289900.0,NEAR BAY
+-122.23,37.76,52.0,2269.0,323.0,805.0,321.0,4.7188,335300.0,NEAR BAY
+-122.23,37.76,52.0,1316.0,177.0,378.0,162.0,5.2915,333000.0,NEAR BAY
+-122.24,37.77,52.0,1153.0,235.0,481.0,223.0,2.6411,241000.0,NEAR BAY
+-122.23,37.77,52.0,772.0,179.0,409.0,160.0,3.3214,189600.0,NEAR BAY
+-122.24,37.77,52.0,1711.0,386.0,885.0,373.0,3.6417,206300.0,NEAR BAY
+-122.25,37.77,52.0,2650.0,566.0,1468.0,567.0,3.0161,215700.0,NEAR BAY
+-122.25,37.77,52.0,1038.0,220.0,482.0,215.0,3.1771,210200.0,NEAR BAY
+-122.25,37.77,52.0,1527.0,320.0,825.0,264.0,3.4531,208800.0,NEAR BAY
+-122.25,37.77,52.0,859.0,157.0,429.0,158.0,4.3098,197900.0,NEAR BAY
+-122.26,37.78,52.0,970.0,217.0,528.0,208.0,3.3438,201300.0,NEAR BAY
+-122.26,37.78,52.0,1045.0,239.0,496.0,216.0,2.9213,190800.0,NEAR BAY
+-122.27,37.78,52.0,1408.0,280.0,718.0,265.0,2.6806,207900.0,NEAR BAY
+-122.27,37.78,52.0,1222.0,264.0,630.0,265.0,3.7708,215300.0,NEAR BAY
+-122.27,37.78,45.0,1169.0,263.0,723.0,286.0,3.9444,212900.0,NEAR BAY
+-122.27,37.78,13.0,2020.0,535.0,959.0,486.0,5.2601,292700.0,NEAR BAY
+-122.28,37.79,30.0,4145.0,869.0,3668.0,855.0,2.5444,275000.0,NEAR BAY
+-122.3,37.77,42.0,2038.0,368.0,2037.0,355.0,2.6447,200000.0,NEAR BAY
+-122.28,37.78,29.0,5154.0,,3741.0,1273.0,2.5762,173400.0,NEAR BAY
+-122.29,37.78,42.0,1241.0,309.0,821.0,300.0,1.9427,102200.0,NEAR BAY
+-122.28,37.77,52.0,1468.0,363.0,870.0,347.0,2.9688,220800.0,NEAR BAY
+-122.28,37.77,27.0,3997.0,1073.0,1901.0,966.0,3.75,242800.0,NEAR BAY
+-122.29,37.76,18.0,2873.0,763.0,1243.0,663.0,5.1702,265400.0,NEAR BAY
+-122.28,37.78,50.0,1487.0,306.0,730.0,327.0,2.5139,219000.0,NEAR BAY
+-122.26,37.77,52.0,1670.0,350.0,793.0,299.0,2.9732,282100.0,NEAR BAY
+-122.27,37.77,52.0,2252.0,388.0,1033.0,434.0,5.5337,372000.0,NEAR BAY
+-122.27,37.77,52.0,1731.0,377.0,872.0,363.0,4.1667,225800.0,NEAR BAY
+-122.27,37.77,52.0,1710.0,481.0,849.0,457.0,2.7115,220800.0,NEAR BAY
+-122.27,37.77,52.0,2388.0,559.0,1121.0,518.0,3.3269,234500.0,NEAR BAY
+-122.25,37.77,52.0,2156.0,458.0,872.0,445.0,3.2685,254200.0,NEAR BAY
+-122.26,37.77,52.0,1565.0,315.0,637.0,297.0,4.7778,351800.0,NEAR BAY
+-122.26,37.77,52.0,1704.0,371.0,663.0,340.0,4.226,275000.0,NEAR BAY
+-122.26,37.77,52.0,1210.0,168.0,411.0,172.0,3.3571,405400.0,NEAR BAY
+-122.26,37.77,52.0,2097.0,444.0,915.0,413.0,2.9899,228100.0,NEAR BAY
+-122.26,37.77,52.0,1848.0,479.0,921.0,477.0,2.875,234000.0,NEAR BAY
+-122.24,37.77,43.0,955.0,284.0,585.0,266.0,2.3882,162500.0,NEAR BAY
+-122.25,37.77,43.0,4329.0,1110.0,2086.0,1053.0,2.975,243400.0,NEAR BAY
+-122.23,37.76,52.0,3011.0,542.0,1303.0,535.0,5.1039,273800.0,NEAR BAY
+-122.23,37.76,52.0,1049.0,185.0,374.0,176.0,4.1458,248500.0,NEAR BAY
+-122.24,37.76,52.0,2504.0,516.0,979.0,472.0,3.4762,244000.0,NEAR BAY
+-122.24,37.76,52.0,1846.0,471.0,827.0,446.0,2.6833,240900.0,NEAR BAY
+-122.23,37.76,52.0,1705.0,246.0,658.0,253.0,5.75,306300.0,NEAR BAY
+-122.23,37.75,50.0,1542.0,289.0,654.0,268.0,3.9632,240000.0,NEAR BAY
+-122.24,37.75,45.0,891.0,,384.0,146.0,4.9489,247100.0,NEAR BAY
+-122.24,37.75,27.0,4051.0,753.0,1499.0,797.0,4.8711,286600.0,NEAR BAY
+-122.24,37.76,52.0,2646.0,581.0,1128.0,522.0,3.0718,266700.0,NEAR BAY
+-122.24,37.76,49.0,2428.0,525.0,1110.0,492.0,3.6719,229800.0,NEAR BAY
+-122.24,37.76,52.0,2567.0,436.0,1119.0,415.0,4.6094,229300.0,NEAR BAY
+-122.24,37.73,21.0,7031.0,1249.0,2930.0,1235.0,4.5213,228400.0,NEAR BAY
+-122.25,37.74,25.0,1914.0,365.0,897.0,390.0,4.4562,206200.0,NEAR BAY
+-122.24,37.72,5.0,18634.0,2885.0,7427.0,2718.0,7.611,350700.0,NEAR BAY
+-122.27,37.73,31.0,5785.0,1379.0,2973.0,1312.0,3.2689,231000.0,NEAR BAY
+-122.25,37.76,52.0,2876.0,648.0,1340.0,632.0,3.567,252900.0,NEAR BAY
+-122.27,37.74,28.0,6909.0,1554.0,2974.0,1484.0,3.6875,353900.0,NEAR BAY
+-122.27,37.77,23.0,5679.0,1270.0,2690.0,1151.0,4.7695,291700.0,NEAR BAY
+-122.28,37.75,20.0,1156.0,365.0,583.0,326.0,3.1972,100000.0,NEAR BAY
+-122.06,37.77,12.0,14316.0,2045.0,5781.0,2007.0,7.2634,341600.0,NEAR BAY
+-122.06,37.73,5.0,3596.0,467.0,1738.0,512.0,7.0568,412500.0,NEAR BAY
+-122.06,37.71,36.0,3541.0,570.0,1478.0,529.0,4.635,248600.0,NEAR BAY
+-122.07,37.71,40.0,1808.0,302.0,746.0,270.0,5.3015,254900.0,NEAR BAY
+-122.07,37.71,36.0,2879.0,480.0,1235.0,455.0,4.9801,241500.0,NEAR BAY
+-122.07,37.72,26.0,3204.0,477.0,1411.0,484.0,5.4834,295200.0,NEAR BAY
+-122.08,37.72,31.0,3866.0,531.0,1368.0,521.0,6.187,340400.0,NEAR BAY
+-122.08,37.72,32.0,2476.0,368.0,1048.0,367.0,5.6194,274700.0,NEAR BAY
+-122.08,37.71,35.0,2211.0,350.0,1004.0,365.0,5.4639,238600.0,NEAR BAY
+-122.09,37.71,35.0,2663.0,387.0,1086.0,367.0,5.1498,266400.0,NEAR BAY
+-122.1,37.72,30.0,2599.0,366.0,922.0,350.0,5.8382,330200.0,NEAR BAY
+-122.11,37.71,36.0,4569.0,824.0,1950.0,819.0,4.65,206800.0,NEAR BAY
+-122.1,37.7,25.0,2973.0,622.0,1413.0,595.0,4.3819,209200.0,NEAR BAY
+-122.1,37.69,30.0,3115.0,625.0,1444.0,568.0,3.7222,195800.0,NEAR BAY
+-122.09,37.71,31.0,1843.0,282.0,749.0,269.0,5.2855,253500.0,NEAR BAY
+-122.09,37.7,31.0,2053.0,336.0,867.0,329.0,4.3375,241800.0,NEAR BAY
+-122.1,37.71,27.0,6740.0,1073.0,2723.0,1035.0,5.2131,252500.0,NEAR BAY
+-122.09,37.7,30.0,1751.0,269.0,731.0,263.0,6.005,263900.0,NEAR BAY
+-122.08,37.71,38.0,1663.0,295.0,781.0,301.0,5.0519,227000.0,NEAR BAY
+-122.08,37.71,38.0,3716.0,657.0,1784.0,652.0,4.8237,220900.0,NEAR BAY
+-122.08,37.7,32.0,2718.0,447.0,1156.0,410.0,5.2497,259300.0,NEAR BAY
+-122.07,37.7,39.0,1420.0,272.0,645.0,277.0,4.125,232500.0,NEAR BAY
+-122.06,37.7,37.0,1893.0,310.0,821.0,315.0,4.6005,231600.0,NEAR BAY
+-122.06,37.7,33.0,3906.0,790.0,1912.0,770.0,3.5187,209400.0,NEAR BAY
+-122.07,37.7,32.0,3400.0,736.0,1487.0,694.0,3.0,223200.0,NEAR BAY
+-122.08,37.7,25.0,3402.0,758.0,1645.0,710.0,3.4934,209900.0,NEAR BAY
+-122.09,37.7,33.0,4413.0,1107.0,2239.0,1051.0,2.9861,208200.0,NEAR BAY
+-122.07,37.69,29.0,2304.0,618.0,1021.0,552.0,2.5362,203800.0,NEAR BAY
+-122.08,37.69,36.0,2350.0,499.0,1105.0,467.0,3.3021,195700.0,NEAR BAY
+-122.07,37.69,31.0,5914.0,1309.0,2999.0,1295.0,3.0964,190500.0,NEAR BAY
+-122.08,37.69,43.0,1575.0,324.0,740.0,284.0,2.8512,181000.0,NEAR BAY
+-122.08,37.69,42.0,1414.0,274.0,629.0,244.0,3.3478,184900.0,NEAR BAY
+-122.08,37.68,37.0,848.0,202.0,314.0,205.0,2.3958,190800.0,NEAR BAY
+-122.08,37.68,15.0,3051.0,685.0,1479.0,668.0,3.5295,242200.0,NEAR BAY
+-122.09,37.69,20.0,4296.0,817.0,1732.0,800.0,4.8036,188300.0,NEAR BAY
+-122.15,37.74,52.0,2898.0,557.0,1338.0,550.0,3.851,183500.0,NEAR BAY
+-122.14,37.74,52.0,1071.0,201.0,440.0,192.0,4.0662,204200.0,NEAR BAY
+-122.14,37.73,51.0,2619.0,403.0,922.0,393.0,4.6042,251900.0,NEAR BAY
+-122.15,37.74,49.0,1494.0,316.0,611.0,288.0,2.2,187500.0,NEAR BAY
+-122.16,37.73,52.0,2260.0,416.0,994.0,412.0,4.1164,198200.0,NEAR BAY
+-122.15,37.74,52.0,1394.0,223.0,545.0,230.0,3.95,219000.0,NEAR BAY
+-122.15,37.73,52.0,1028.0,129.0,317.0,143.0,4.9135,275000.0,NEAR BAY
+-122.15,37.73,45.0,3758.0,819.0,1573.0,736.0,2.8355,245400.0,NEAR BAY
+-122.17,37.73,46.0,2163.0,470.0,925.0,435.0,3.25,177500.0,NEAR BAY
+-122.16,37.73,49.0,1699.0,408.0,768.0,385.0,2.8301,171600.0,NEAR BAY
+-122.17,37.73,52.0,1555.0,289.0,620.0,292.0,3.7159,183300.0,NEAR BAY
+-122.16,37.73,52.0,1114.0,206.0,425.0,207.0,2.5625,175000.0,NEAR BAY
+-122.18,37.72,45.0,1498.0,313.0,1003.0,305.0,3.8047,156700.0,NEAR BAY
+-122.18,37.71,45.0,726.0,147.0,519.0,135.0,3.375,157500.0,NEAR BAY
+-122.17,37.71,38.0,890.0,200.0,481.0,198.0,3.244,179800.0,NEAR BAY
+-122.18,37.7,36.0,2639.0,533.0,1209.0,519.0,4.0268,205500.0,NEAR BAY
+-122.18,37.7,35.0,2562.0,554.0,1398.0,525.0,3.3906,178900.0,NEAR BAY
+-122.19,37.71,36.0,361.0,69.0,158.0,58.0,5.5461,262500.0,NEAR BAY
+-122.17,37.72,42.0,3008.0,659.0,1817.0,664.0,3.371,165000.0,NEAR BAY
+-122.17,37.72,46.0,1369.0,284.0,766.0,289.0,3.5313,159700.0,NEAR BAY
+-122.17,37.72,5.0,1692.0,398.0,814.0,328.0,3.663,158300.0,NEAR BAY
+-122.16,37.72,38.0,1007.0,245.0,618.0,239.0,2.875,144800.0,NEAR BAY
+-122.17,37.72,43.0,3783.0,814.0,2139.0,789.0,4.0202,166300.0,NEAR BAY
+-122.16,37.71,37.0,1507.0,242.0,632.0,253.0,4.5553,191000.0,NEAR BAY
+-122.16,37.71,36.0,666.0,132.0,366.0,134.0,3.4643,175000.0,NEAR BAY
+-122.16,37.72,10.0,2229.0,601.0,877.0,485.0,3.3431,137500.0,NEAR BAY
+-122.15,37.73,28.0,2215.0,587.0,830.0,573.0,2.1898,141700.0,NEAR BAY
+-122.15,37.72,31.0,1616.0,372.0,739.0,379.0,2.9097,210900.0,NEAR BAY
+-122.15,37.72,47.0,1190.0,251.0,540.0,266.0,3.375,198300.0,NEAR BAY
+-122.15,37.72,29.0,4169.0,1047.0,2024.0,962.0,2.8125,157400.0,NEAR BAY
+-122.14,37.73,52.0,2024.0,320.0,823.0,334.0,5.0,264700.0,NEAR BAY
+-122.14,37.73,38.0,1723.0,394.0,711.0,353.0,3.0673,218400.0,NEAR BAY
+-122.14,37.73,43.0,2264.0,390.0,931.0,368.0,3.8125,235100.0,NEAR BAY
+-122.13,37.73,33.0,1996.0,268.0,686.0,270.0,6.9096,341800.0,NEAR BAY
+-122.13,37.72,26.0,2862.0,394.0,1030.0,397.0,7.912,367300.0,NEAR BAY
+-122.13,37.72,35.0,2183.0,383.0,976.0,392.0,3.8393,243500.0,NEAR BAY
+-122.12,37.71,35.0,1037.0,207.0,552.0,210.0,4.0,167900.0,NEAR BAY
+-122.13,37.72,25.0,1134.0,153.0,340.0,171.0,6.5095,371200.0,NEAR BAY
+-122.14,37.72,39.0,786.0,132.0,288.0,132.0,3.5156,218900.0,NEAR BAY
+-122.14,37.72,45.0,1397.0,253.0,555.0,248.0,2.983,202700.0,NEAR BAY
+-122.13,37.72,45.0,2315.0,451.0,1006.0,444.0,3.524,186200.0,NEAR BAY
+-122.13,37.71,44.0,1613.0,339.0,776.0,346.0,3.1103,188900.0,NEAR BAY
+-122.13,37.71,44.0,1421.0,298.0,609.0,270.0,3.5781,180000.0,NEAR BAY
+-122.15,37.71,18.0,5778.0,1526.0,2441.0,1352.0,3.1682,202700.0,NEAR BAY
+-122.14,37.71,27.0,3094.0,866.0,1364.0,789.0,2.6101,181700.0,NEAR BAY
+-122.14,37.71,18.0,3905.0,1007.0,2197.0,1044.0,3.6932,166800.0,NEAR BAY
+-122.13,37.7,43.0,3046.0,557.0,1333.0,544.0,3.4583,183700.0,NEAR BAY
+-122.13,37.7,19.0,3516.0,710.0,1810.0,703.0,3.9032,218000.0,NEAR BAY
+-122.15,37.71,36.0,998.0,178.0,531.0,183.0,4.0208,191500.0,NEAR BAY
+-122.15,37.7,36.0,1464.0,244.0,672.0,261.0,3.5547,194700.0,NEAR BAY
+-122.14,37.7,17.0,1463.0,292.0,695.0,330.0,4.5859,187200.0,NEAR BAY
+-122.13,37.7,21.0,4124.0,1054.0,2162.0,998.0,2.6321,223100.0,NEAR BAY
+-122.13,37.69,17.0,2380.0,769.0,1216.0,643.0,3.395,271300.0,NEAR BAY
+-122.14,37.7,36.0,1266.0,228.0,606.0,239.0,3.9702,194100.0,NEAR BAY
+-122.16,37.7,36.0,2239.0,391.0,1203.0,379.0,5.0043,190400.0,NEAR BAY
+-122.14,37.69,38.0,1571.0,317.0,874.0,301.0,4.4659,189100.0,NEAR BAY
+-122.15,37.69,38.0,1246.0,221.0,637.0,222.0,3.6625,184600.0,NEAR BAY
+-122.15,37.69,36.0,1501.0,287.0,703.0,276.0,3.8864,197300.0,NEAR BAY
+-122.15,37.7,36.0,1468.0,252.0,733.0,229.0,3.4583,192600.0,NEAR BAY
+-122.16,37.69,36.0,1118.0,219.0,625.0,228.0,3.7813,192200.0,NEAR BAY
+-122.16,37.7,36.0,1097.0,208.0,568.0,225.0,2.9917,194600.0,NEAR BAY
+-122.16,37.7,36.0,1719.0,303.0,836.0,311.0,4.4375,193500.0,NEAR BAY
+-122.17,37.7,24.0,1755.0,365.0,952.0,362.0,4.0,202600.0,NEAR BAY
+-122.16,37.68,16.0,1687.0,348.0,568.0,352.0,2.3869,83300.0,NEAR BAY
+-122.17,37.69,24.0,2262.0,391.0,1125.0,366.0,4.7609,212600.0,NEAR BAY
+-122.18,37.68,5.0,2087.0,407.0,840.0,401.0,5.4858,187800.0,NEAR BAY
+-122.16,37.69,36.0,1480.0,278.0,796.0,283.0,4.3971,205700.0,NEAR BAY
+-122.15,37.69,36.0,1545.0,273.0,863.0,267.0,4.0109,192900.0,NEAR BAY
+-122.15,37.68,35.0,2632.0,447.0,1349.0,486.0,4.3864,205200.0,NEAR BAY
+-122.15,37.68,30.0,2261.0,443.0,929.0,383.0,4.2841,213400.0,NEAR BAY
+-122.15,37.69,39.0,1670.0,308.0,957.0,335.0,5.1312,183600.0,NEAR BAY
+-122.14,37.69,37.0,2141.0,535.0,1093.0,555.0,2.9958,178400.0,NEAR BAY
+-122.14,37.68,27.0,3337.0,613.0,1489.0,607.0,3.6364,219200.0,NEAR BAY
+-122.14,37.68,31.0,3184.0,716.0,1561.0,628.0,2.7955,183100.0,NEAR BAY
+-122.1,37.69,44.0,2341.0,500.0,1256.0,485.0,2.9507,157100.0,NEAR BAY
+-122.12,37.69,30.0,1197.0,269.0,695.0,279.0,3.4375,157800.0,NEAR BAY
+-122.13,37.69,34.0,1131.0,278.0,560.0,237.0,2.875,161700.0,NEAR BAY
+-122.12,37.71,38.0,1164.0,284.0,632.0,289.0,3.0345,152100.0,NEAR BAY
+-122.12,37.7,41.0,3495.0,787.0,1849.0,750.0,2.679,144900.0,NEAR BAY
+-122.12,37.7,17.0,2488.0,617.0,1287.0,538.0,2.9922,179900.0,NEAR BAY
+-122.12,37.69,35.0,2681.0,508.0,1580.0,536.0,4.1042,179100.0,NEAR BAY
+-122.12,37.7,19.0,2495.0,635.0,1571.0,579.0,2.5833,159900.0,NEAR BAY
+-122.11,37.7,23.0,1689.0,461.0,828.0,443.0,2.1552,161400.0,NEAR BAY
+-122.11,37.7,29.0,1298.0,306.0,835.0,338.0,2.3274,170400.0,NEAR BAY
+-122.11,37.7,19.0,2693.0,789.0,1765.0,724.0,2.4206,137500.0,NEAR BAY
+-122.1,37.69,41.0,746.0,,387.0,161.0,3.9063,178400.0,NEAR BAY
+-122.11,37.69,37.0,2444.0,651.0,1562.0,618.0,2.6464,155200.0,NEAR BAY
+-122.11,37.69,42.0,1472.0,310.0,768.0,309.0,3.4643,160900.0,NEAR BAY
+-122.12,37.69,10.0,2227.0,560.0,1140.0,472.0,2.3973,167300.0,NEAR BAY
+-122.03,37.69,20.0,200.0,25.0,83.0,31.0,6.5,340000.0,NEAR BAY
+-121.97,37.64,32.0,1283.0,194.0,485.0,171.0,6.0574,431000.0,<1H OCEAN
+-122.02,37.63,6.0,2445.0,590.0,1189.0,573.0,3.8958,301100.0,NEAR BAY
+-122.04,37.63,21.0,1307.0,236.0,586.0,249.0,4.7813,241900.0,NEAR BAY
+-122.05,37.63,5.0,3785.0,936.0,2240.0,792.0,3.2829,162500.0,NEAR BAY
+-122.04,37.66,10.0,2031.0,357.0,867.0,352.0,5.3169,299200.0,NEAR BAY
+-122.04,37.65,10.0,8299.0,1326.0,3827.0,1288.0,6.2579,315500.0,NEAR BAY
+-122.05,37.68,23.0,7518.0,1279.0,3827.0,1294.0,5.1701,216800.0,NEAR BAY
+-122.07,37.68,36.0,1815.0,426.0,1280.0,431.0,3.25,218100.0,NEAR BAY
+-122.06,37.68,30.0,5367.0,1207.0,2667.0,1047.0,3.1796,170300.0,NEAR BAY
+-122.08,37.68,26.0,1167.0,370.0,253.0,137.0,2.4196,275000.0,NEAR BAY
+-122.08,37.68,26.0,2607.0,682.0,1401.0,607.0,2.6563,184100.0,NEAR BAY
+-122.08,37.67,29.0,493.0,168.0,233.0,152.0,0.9637,160000.0,NEAR BAY
+-122.09,37.67,48.0,1252.0,305.0,673.0,308.0,2.3357,175000.0,NEAR BAY
+-122.09,37.68,41.0,1382.0,353.0,704.0,314.0,3.5114,197500.0,NEAR BAY
+-122.09,37.69,43.0,500.0,110.0,273.0,120.0,3.3125,150000.0,NEAR BAY
+-122.09,37.68,29.0,2333.0,538.0,1120.0,540.0,2.4042,205600.0,NEAR BAY
+-122.09,37.68,41.0,1834.0,463.0,1105.0,467.0,2.8322,170300.0,NEAR BAY
+-122.09,37.68,43.0,1415.0,348.0,569.0,293.0,2.5156,190900.0,NEAR BAY
+-122.1,37.68,37.0,1352.0,342.0,691.0,324.0,3.4032,196900.0,NEAR BAY
+-122.1,37.68,37.0,2116.0,503.0,1109.0,448.0,2.535,174000.0,NEAR BAY
+-122.11,37.68,37.0,1976.0,481.0,1197.0,465.0,2.5772,170200.0,NEAR BAY
+-122.1,37.68,38.0,1779.0,413.0,1061.0,400.0,3.0962,180900.0,NEAR BAY
+-122.1,37.67,34.0,3659.0,897.0,2479.0,903.0,2.9564,150500.0,NEAR BAY
+-122.1,37.68,31.0,1892.0,428.0,1162.0,389.0,3.125,167100.0,NEAR BAY
+-122.12,37.68,35.0,1958.0,484.0,1146.0,448.0,2.95,148900.0,NEAR BAY
+-122.12,37.68,40.0,1553.0,253.0,724.0,267.0,4.38,196400.0,NEAR BAY
+-122.12,37.68,37.0,2412.0,394.0,975.0,375.0,4.0417,191100.0,NEAR BAY
+-122.11,37.67,36.0,2110.0,389.0,952.0,370.0,3.8,187500.0,NEAR BAY
+-122.12,37.68,45.0,2179.0,401.0,1159.0,399.0,3.4839,180600.0,NEAR BAY
+-122.13,37.68,45.0,2457.0,445.0,1129.0,422.0,4.0588,182800.0,NEAR BAY
+-122.13,37.68,44.0,2147.0,399.0,1175.0,401.0,4.1974,179300.0,NEAR BAY
+-122.13,37.68,43.0,1676.0,340.0,924.0,328.0,3.6,179400.0,NEAR BAY
+-122.14,37.68,35.0,2976.0,518.0,1424.0,538.0,4.267,210300.0,NEAR BAY
+-122.14,37.67,34.0,3036.0,533.0,1366.0,500.0,4.2386,192300.0,NEAR BAY
+-122.15,37.67,35.0,2472.0,398.0,1171.0,390.0,5.5797,198100.0,NEAR BAY
+-122.14,37.67,36.0,1487.0,249.0,641.0,243.0,4.0682,196200.0,NEAR BAY
+-122.13,37.67,38.0,2012.0,347.0,880.0,332.0,3.1734,181600.0,NEAR BAY
+-122.14,37.67,37.0,3342.0,,1635.0,557.0,4.7933,186900.0,NEAR BAY
+-122.14,37.67,37.0,3156.0,534.0,1495.0,543.0,4.8125,188300.0,NEAR BAY
+-122.13,37.67,40.0,1748.0,318.0,914.0,317.0,3.8676,184000.0,NEAR BAY
+-122.12,37.67,33.0,3429.0,681.0,1798.0,694.0,3.9395,184700.0,NEAR BAY
+-122.13,37.67,42.0,3592.0,703.0,1625.0,665.0,3.2434,179900.0,NEAR BAY
+-122.11,37.67,38.0,1035.0,247.0,599.0,224.0,3.0917,167200.0,NEAR BAY
+-122.11,37.67,32.0,3028.0,811.0,2037.0,703.0,3.0645,165400.0,NEAR BAY
+-122.09,37.67,33.0,2431.0,655.0,1854.0,603.0,2.7019,154000.0,NEAR BAY
+-122.09,37.67,39.0,2069.0,500.0,1408.0,478.0,3.1115,153500.0,NEAR BAY
+-122.09,37.66,40.0,1340.0,313.0,766.0,271.0,3.4722,135400.0,NEAR BAY
+-122.09,37.66,39.0,1160.0,259.0,725.0,274.0,2.2222,158300.0,NEAR BAY
+-122.05,37.68,32.0,2015.0,318.0,1019.0,340.0,6.1104,240700.0,NEAR BAY
+-122.06,37.67,22.0,3882.0,816.0,1830.0,743.0,4.2733,180700.0,NEAR BAY
+-122.07,37.67,27.0,3239.0,671.0,1469.0,616.0,3.2465,230600.0,NEAR BAY
+-122.07,37.67,28.0,2932.0,739.0,1198.0,624.0,3.2417,210800.0,NEAR BAY
+-122.07,37.67,38.0,2104.0,409.0,1039.0,394.0,3.875,165300.0,NEAR BAY
+-122.04,37.67,29.0,1694.0,251.0,690.0,242.0,6.0501,254200.0,NEAR BAY
+-122.04,37.67,18.0,3000.0,419.0,1155.0,415.0,6.8233,332600.0,NEAR BAY
+-122.04,37.66,23.0,2419.0,348.0,1066.0,384.0,6.3501,350000.0,NEAR BAY
+-122.07,37.66,28.0,2280.0,610.0,1255.0,587.0,2.6719,161200.0,NEAR BAY
+-122.07,37.66,21.0,5031.0,1168.0,2461.0,1042.0,3.875,179300.0,NEAR BAY
+-122.08,37.66,33.0,1547.0,372.0,1063.0,356.0,2.5625,154300.0,NEAR BAY
+-122.07,37.65,31.0,3300.0,790.0,2181.0,740.0,3.016,161800.0,NEAR BAY
+-122.08,37.65,17.0,5018.0,1439.0,3069.0,1299.0,2.7694,161900.0,NEAR BAY
+-122.08,37.65,35.0,1813.0,393.0,1093.0,374.0,3.6818,165400.0,NEAR BAY
+-122.08,37.66,37.0,1997.0,436.0,1349.0,437.0,2.1382,166600.0,NEAR BAY
+-122.1,37.66,37.0,901.0,191.0,599.0,206.0,3.7303,149700.0,NEAR BAY
+-122.1,37.66,35.0,686.0,142.0,480.0,149.0,3.875,162100.0,NEAR BAY
+-122.1,37.66,33.0,1954.0,464.0,1293.0,448.0,3.0489,152600.0,NEAR BAY
+-122.09,37.65,27.0,2630.0,722.0,1414.0,634.0,2.8203,195200.0,NEAR BAY
+-122.09,37.65,35.0,1130.0,192.0,543.0,184.0,4.3897,190600.0,NEAR BAY
+-122.09,37.65,35.0,1184.0,200.0,572.0,194.0,4.7143,193800.0,NEAR BAY
+-122.1,37.66,34.0,656.0,115.0,342.0,112.0,4.6875,200600.0,NEAR BAY
+-122.11,37.66,29.0,2544.0,643.0,2332.0,603.0,3.2091,150000.0,NEAR BAY
+-122.1,37.66,36.0,1305.0,225.0,768.0,234.0,4.275,185300.0,NEAR BAY
+-122.11,37.66,36.0,1755.0,316.0,913.0,299.0,4.1302,172700.0,NEAR BAY
+-122.11,37.66,35.0,2843.0,652.0,1726.0,643.0,3.09,174100.0,NEAR BAY
+-122.1,37.65,25.0,2538.0,494.0,1185.0,501.0,4.5417,194400.0,NEAR BAY
+-122.1,37.64,28.0,1784.0,311.0,735.0,278.0,4.6635,206700.0,NEAR BAY
+-122.1,37.65,31.0,1797.0,327.0,796.0,319.0,4.4427,204500.0,NEAR BAY
+-122.1,37.65,36.0,410.0,76.0,252.0,82.0,4.5303,175000.0,NEAR BAY
+-122.12,37.65,26.0,162.0,27.0,86.0,25.0,2.375,137500.0,NEAR BAY
+-122.1,37.63,18.0,9963.0,2031.0,5613.0,1946.0,3.8171,187200.0,NEAR BAY
+-122.1,37.61,35.0,2361.0,458.0,1727.0,467.0,4.5281,173600.0,NEAR BAY
+-122.13,37.66,19.0,862.0,167.0,407.0,183.0,4.3456,163000.0,NEAR BAY
+-122.11,37.65,18.0,4335.0,808.0,2041.0,734.0,3.4861,331600.0,NEAR BAY
+-122.11,37.64,31.0,1487.0,280.0,854.0,301.0,5.2312,197600.0,NEAR BAY
+-122.11,37.64,8.0,3592.0,849.0,1907.0,746.0,3.6708,197900.0,NEAR BAY
+-122.12,37.64,40.0,432.0,102.0,264.0,77.0,3.8875,228100.0,NEAR BAY
+-122.09,37.63,34.0,1457.0,242.0,735.0,249.0,3.9167,189500.0,NEAR BAY
+-122.09,37.64,32.0,1578.0,284.0,836.0,292.0,3.9063,184200.0,NEAR BAY
+-122.1,37.63,29.0,2172.0,435.0,1377.0,408.0,3.7895,180900.0,NEAR BAY
+-122.08,37.64,36.0,1340.0,245.0,789.0,248.0,3.8,172000.0,NEAR BAY
+-122.08,37.64,36.0,1116.0,199.0,662.0,226.0,5.7309,177900.0,NEAR BAY
+-122.09,37.64,36.0,1885.0,307.0,853.0,271.0,4.1141,173100.0,NEAR BAY
+-122.09,37.64,36.0,1180.0,212.0,664.0,200.0,5.2838,172600.0,NEAR BAY
+-122.08,37.64,30.0,5267.0,1253.0,4065.0,1113.0,3.3479,182100.0,NEAR BAY
+-122.08,37.64,23.0,1897.0,440.0,1109.0,418.0,3.142,179500.0,NEAR BAY
+-122.08,37.63,31.0,767.0,171.0,548.0,185.0,3.7614,176000.0,NEAR BAY
+-122.08,37.63,33.0,691.0,127.0,431.0,149.0,4.25,192600.0,NEAR BAY
+-122.08,37.64,36.0,786.0,133.0,463.0,160.0,3.9338,182700.0,NEAR BAY
+-122.07,37.64,22.0,5861.0,1516.0,5436.0,1463.0,2.5158,134900.0,NEAR BAY
+-122.07,37.63,27.0,2784.0,723.0,2028.0,693.0,2.4808,157600.0,NEAR BAY
+-122.07,37.64,25.0,4524.0,860.0,2426.0,862.0,4.7083,190900.0,NEAR BAY
+-122.06,37.64,37.0,1468.0,304.0,1038.0,282.0,4.1652,158200.0,NEAR BAY
+-122.06,37.64,20.0,1655.0,450.0,857.0,430.0,3.5541,350000.0,NEAR BAY
+-122.06,37.65,33.0,1227.0,286.0,848.0,291.0,3.8036,158200.0,NEAR BAY
+-122.06,37.64,33.0,1160.0,252.0,729.0,220.0,3.8259,146100.0,NEAR BAY
+-122.04,37.63,33.0,952.0,172.0,369.0,159.0,3.2331,226700.0,NEAR BAY
+-122.03,37.62,35.0,2072.0,352.0,1001.0,350.0,4.7109,198700.0,NEAR BAY
+-122.03,37.62,32.0,2964.0,547.0,1472.0,527.0,4.2468,221200.0,NEAR BAY
+-122.04,37.62,35.0,1032.0,173.0,453.0,176.0,6.396,208500.0,NEAR BAY
+-122.04,37.62,35.0,657.0,118.0,328.0,134.0,3.8125,204200.0,NEAR BAY
+-122.04,37.62,32.0,1540.0,324.0,793.0,302.0,3.2857,193200.0,NEAR BAY
+-122.03,37.62,35.0,1298.0,236.0,632.0,204.0,3.8929,209500.0,NEAR BAY
+-122.03,37.61,36.0,1409.0,271.0,1002.0,281.0,3.7262,164900.0,NEAR BAY
+-122.03,37.61,37.0,1383.0,259.0,808.0,241.0,4.0125,161400.0,NEAR BAY
+-122.04,37.61,36.0,1151.0,216.0,727.0,215.0,4.1719,187000.0,NEAR BAY
+-122.04,37.62,35.0,899.0,179.0,455.0,185.0,4.2857,190400.0,NEAR BAY
+-122.08,37.63,37.0,1793.0,364.0,1534.0,346.0,3.6458,156600.0,NEAR BAY
+-122.08,37.62,17.0,2485.0,518.0,1139.0,550.0,2.6875,157300.0,NEAR BAY
+-122.07,37.63,35.0,1931.0,376.0,1175.0,337.0,3.7292,168100.0,NEAR BAY
+-122.07,37.63,24.0,2329.0,465.0,1401.0,453.0,4.5913,177600.0,NEAR BAY
+-122.06,37.63,12.0,6711.0,1374.0,3388.0,1289.0,3.8625,208900.0,NEAR BAY
+-122.06,37.63,23.0,1939.0,356.0,841.0,364.0,3.3611,169200.0,NEAR BAY
+-122.05,37.61,16.0,1642.0,346.0,705.0,351.0,2.8971,163900.0,NEAR BAY
+-122.08,37.63,34.0,1619.0,293.0,1148.0,310.0,4.0326,164700.0,NEAR BAY
+-122.08,37.63,35.0,517.0,108.0,391.0,107.0,4.0682,156900.0,NEAR BAY
+-122.09,37.63,36.0,1570.0,274.0,992.0,249.0,5.3644,168800.0,NEAR BAY
+-122.09,37.63,35.0,1213.0,221.0,790.0,243.0,4.7019,174100.0,NEAR BAY
+-122.08,37.62,27.0,1826.0,309.0,1016.0,313.0,5.64,206500.0,NEAR BAY
+-122.08,37.61,26.0,2261.0,443.0,1039.0,395.0,3.7931,203900.0,NEAR BAY
+-121.99,37.61,9.0,3666.0,711.0,2341.0,703.0,4.6458,217000.0,<1H OCEAN
+-122.02,37.6,36.0,1633.0,345.0,1382.0,338.0,3.694,159600.0,NEAR BAY
+-122.02,37.6,31.0,2155.0,522.0,1858.0,437.0,2.652,159800.0,NEAR BAY
+-122.02,37.6,32.0,1295.0,280.0,1156.0,300.0,3.5,154300.0,NEAR BAY
+-122.02,37.6,32.0,1295.0,295.0,1097.0,328.0,3.2386,149600.0,NEAR BAY
+-122.03,37.61,33.0,1518.0,302.0,831.0,268.0,5.097,188600.0,NEAR BAY
+-122.04,37.6,17.0,3314.0,638.0,1873.0,602.0,4.3875,238500.0,NEAR BAY
+-122.06,37.6,22.0,3009.0,497.0,1640.0,514.0,4.625,235300.0,NEAR BAY
+-122.08,37.61,6.0,2605.0,474.0,1568.0,433.0,5.0406,261400.0,NEAR BAY
+-122.06,37.6,17.0,5159.0,832.0,3174.0,817.0,5.8704,234400.0,NEAR BAY
+-122.06,37.6,18.0,1726.0,276.0,1186.0,310.0,5.3226,231700.0,NEAR BAY
+-122.08,37.59,16.0,1816.0,365.0,1367.0,355.0,4.235,156300.0,NEAR BAY
+-122.07,37.59,13.0,2578.0,551.0,1680.0,528.0,4.825,222000.0,NEAR BAY
+-122.08,37.58,15.0,2576.0,418.0,1657.0,410.0,5.5218,254400.0,NEAR BAY
+-122.07,37.58,16.0,1644.0,251.0,1033.0,267.0,6.5116,244300.0,NEAR BAY
+-122.07,37.58,16.0,1606.0,240.0,1117.0,268.0,6.0661,247000.0,NEAR BAY
+-122.08,37.58,16.0,3349.0,544.0,2003.0,488.0,6.0074,236500.0,NEAR BAY
+-122.07,37.59,15.0,3475.0,686.0,2568.0,653.0,4.6211,151400.0,NEAR BAY
+-122.07,37.58,16.0,1893.0,338.0,1461.0,344.0,5.225,213700.0,NEAR BAY
+-122.04,37.59,14.0,1727.0,302.0,1116.0,273.0,5.3428,243600.0,NEAR BAY
+-122.05,37.59,15.0,6243.0,1273.0,3163.0,1274.0,3.7462,212500.0,NEAR BAY
+-122.03,37.6,24.0,2077.0,383.0,1488.0,389.0,4.5721,214700.0,NEAR BAY
+-122.02,37.59,18.0,1165.0,333.0,855.0,319.0,3.6923,213200.0,NEAR BAY
+-122.03,37.59,16.0,4371.0,889.0,2530.0,817.0,4.6786,256000.0,NEAR BAY
+-122.01,37.59,2.0,838.0,295.0,240.0,149.0,2.875,237500.0,NEAR BAY
+-122.02,37.58,15.0,3052.0,760.0,2097.0,728.0,3.3617,178100.0,NEAR BAY
+-122.01,37.58,17.0,4313.0,717.0,2629.0,721.0,5.7579,231800.0,NEAR BAY
+-122.09,37.6,36.0,385.0,94.0,295.0,92.0,2.9706,147900.0,NEAR BAY
+-122.08,37.6,10.0,3046.0,678.0,2056.0,628.0,3.9022,191700.0,NEAR BAY
+-121.97,37.57,21.0,4342.0,783.0,2172.0,789.0,4.6146,247600.0,<1H OCEAN
+-121.96,37.58,15.0,3575.0,597.0,1777.0,559.0,5.7192,283500.0,<1H OCEAN
+-121.98,37.58,20.0,4126.0,1031.0,2079.0,975.0,3.6832,216900.0,<1H OCEAN
+-121.99,37.58,31.0,2878.0,478.0,1276.0,485.0,6.2073,282500.0,<1H OCEAN
+-122.0,37.58,6.0,4405.0,717.0,2071.0,688.0,5.8151,295600.0,<1H OCEAN
+-122.01,37.57,14.0,16199.0,2993.0,8117.0,2847.0,5.8322,281800.0,NEAR BAY
+-122.04,37.58,14.0,14917.0,2708.0,8012.0,2606.0,5.6277,269800.0,NEAR BAY
+-122.04,37.57,12.0,5719.0,1064.0,3436.0,1057.0,5.2879,231200.0,NEAR BAY
+-122.07,37.57,8.0,8647.0,1407.0,5019.0,1379.0,6.5615,318300.0,NEAR BAY
+-122.06,37.58,15.0,8112.0,1376.0,4576.0,1348.0,5.6758,253400.0,NEAR BAY
+-122.05,37.57,7.0,10648.0,1818.0,6075.0,1797.0,6.1047,278200.0,NEAR BAY
+-121.93,37.49,5.0,1150.0,311.0,648.0,245.0,3.5714,300000.0,<1H OCEAN
+-122.07,37.52,3.0,14014.0,2861.0,7205.0,2753.0,6.0824,273500.0,NEAR BAY
+-122.02,37.56,23.0,4332.0,857.0,2461.0,829.0,4.3594,223400.0,NEAR BAY
+-122.02,37.56,35.0,1716.0,312.0,914.0,316.0,5.5737,214500.0,NEAR BAY
+-122.03,37.56,31.0,4981.0,964.0,2841.0,924.0,4.8962,220200.0,NEAR BAY
+-122.03,37.56,24.0,8444.0,1492.0,4446.0,1491.0,4.6978,240300.0,NEAR BAY
+-122.01,37.56,6.0,3028.0,778.0,1531.0,736.0,4.4259,158000.0,NEAR BAY
+-122.01,37.55,26.0,2068.0,532.0,1434.0,495.0,3.3008,224200.0,NEAR BAY
+-122.02,37.55,33.0,1325.0,274.0,909.0,267.0,4.5687,177200.0,NEAR BAY
+-122.01,37.56,24.0,2563.0,485.0,1174.0,501.0,3.8179,216100.0,NEAR BAY
+-121.99,37.56,18.0,5505.0,1005.0,2641.0,971.0,5.0,269700.0,<1H OCEAN
+-121.99,37.56,20.0,6462.0,1294.0,3288.0,1235.0,4.3393,231200.0,<1H OCEAN
+-121.96,37.55,4.0,3746.0,993.0,1606.0,838.0,4.1387,162500.0,<1H OCEAN
+-121.97,37.56,13.0,8918.0,1823.0,4518.0,1772.0,4.8052,254000.0,<1H OCEAN
+-121.97,37.54,31.0,1949.0,344.0,986.0,322.0,4.6349,196200.0,<1H OCEAN
+-121.97,37.55,17.0,4924.0,1247.0,3080.0,1182.0,3.168,189400.0,<1H OCEAN
+-121.98,37.54,17.0,5133.0,1375.0,3386.0,1339.0,3.1326,220800.0,<1H OCEAN
+-121.99,37.55,16.0,6647.0,2098.0,4649.0,1903.0,2.9074,213800.0,<1H OCEAN
+-121.94,37.56,15.0,5674.0,748.0,2412.0,714.0,8.3996,442900.0,<1H OCEAN
+-121.95,37.55,21.0,10687.0,1540.0,4552.0,1520.0,6.6478,333400.0,<1H OCEAN
+-121.93,37.54,25.0,1354.0,192.0,596.0,220.0,6.629,352400.0,<1H OCEAN
+-121.94,37.54,27.0,3715.0,526.0,1631.0,538.0,6.2179,305300.0,<1H OCEAN
+-121.94,37.53,33.0,2095.0,342.0,941.0,304.0,5.761,259600.0,<1H OCEAN
+-121.95,37.54,29.0,3517.0,645.0,1724.0,585.0,4.6641,248900.0,<1H OCEAN
+-121.94,37.54,31.0,2537.0,382.0,1067.0,410.0,6.7599,356000.0,<1H OCEAN
+-121.96,37.54,14.0,5106.0,1207.0,2738.0,1108.0,3.9909,236000.0,<1H OCEAN
+-121.96,37.53,23.0,2215.0,475.0,1278.0,492.0,4.2955,218800.0,<1H OCEAN
+-121.96,37.53,28.0,2949.0,529.0,1538.0,545.0,4.9615,228000.0,<1H OCEAN
+-121.96,37.53,18.0,2375.0,652.0,1252.0,586.0,2.6198,235900.0,<1H OCEAN
+-121.97,37.54,28.0,2312.0,496.0,1344.0,467.0,4.7135,203200.0,<1H OCEAN
+-121.97,37.53,35.0,2277.0,420.0,1353.0,413.0,4.75,197000.0,<1H OCEAN
+-121.97,37.53,26.0,2506.0,387.0,1273.0,406.0,5.4299,236400.0,<1H OCEAN
+-121.98,37.53,28.0,2829.0,566.0,1610.0,540.0,4.6,223200.0,<1H OCEAN
+-121.98,37.53,26.0,3179.0,703.0,2142.0,639.0,4.1947,222700.0,<1H OCEAN
+-121.99,37.54,26.0,2332.0,371.0,1285.0,404.0,5.388,225000.0,<1H OCEAN
+-121.99,37.54,18.0,3584.0,715.0,1673.0,661.0,3.9444,240100.0,<1H OCEAN
+-121.99,37.54,28.0,3046.0,507.0,1772.0,516.0,5.3283,227900.0,<1H OCEAN
+-121.99,37.55,28.0,2414.0,415.0,1106.0,453.0,4.8403,268600.0,<1H OCEAN
+-122.0,37.54,29.0,4133.0,744.0,2023.0,749.0,5.1616,275100.0,<1H OCEAN
+-122.01,37.55,34.0,2791.0,495.0,1276.0,468.0,4.9167,256300.0,NEAR BAY
+-122.0,37.55,27.0,6103.0,1249.0,3026.0,1134.0,4.1591,332400.0,<1H OCEAN
+-122.01,37.54,32.0,2572.0,406.0,1128.0,395.0,5.0,287600.0,NEAR BAY
+-122.0,37.54,26.0,1910.0,371.0,852.0,357.0,5.8325,298900.0,<1H OCEAN
+-122.01,37.53,27.0,1890.0,303.0,889.0,314.0,5.7057,287600.0,NEAR BAY
+-121.99,37.53,25.0,5405.0,939.0,2831.0,923.0,5.0423,222200.0,<1H OCEAN
+-121.97,37.52,26.0,3761.0,623.0,1776.0,613.0,4.5317,232600.0,<1H OCEAN
+-121.97,37.51,25.0,3333.0,511.0,1671.0,504.0,5.4359,258300.0,<1H OCEAN
+-121.97,37.52,23.0,4925.0,948.0,2530.0,894.0,5.0824,230900.0,<1H OCEAN
+-121.95,37.52,33.0,3994.0,764.0,2721.0,763.0,5.2308,196900.0,<1H OCEAN
+-121.96,37.51,22.0,5811.0,1125.0,3215.0,1086.0,4.4107,223500.0,<1H OCEAN
+-121.96,37.52,26.0,4211.0,741.0,2352.0,734.0,5.2396,223900.0,<1H OCEAN
+-121.93,37.53,27.0,5532.0,973.0,2855.0,960.0,4.7478,243500.0,<1H OCEAN
+-121.92,37.53,7.0,28258.0,3864.0,12203.0,3701.0,8.4045,451100.0,<1H OCEAN
+-121.89,37.49,9.0,4909.0,577.0,1981.0,591.0,9.7194,500001.0,<1H OCEAN
+-121.92,37.49,10.0,7441.0,1588.0,3571.0,1466.0,5.1643,193100.0,<1H OCEAN
+-121.92,37.48,23.0,4314.0,676.0,1972.0,623.0,5.3813,264400.0,<1H OCEAN
+-121.92,37.47,26.0,2016.0,322.0,1105.0,357.0,6.0878,246900.0,<1H OCEAN
+-121.91,37.47,13.0,5377.0,744.0,2759.0,760.0,6.868,337300.0,<1H OCEAN
+-122.03,37.55,22.0,9167.0,1373.0,4319.0,1404.0,6.992,284800.0,NEAR BAY
+-122.03,37.55,26.0,3087.0,532.0,1597.0,483.0,4.9118,217300.0,NEAR BAY
+-122.04,37.55,23.0,3170.0,532.0,1446.0,515.0,4.4357,291700.0,NEAR BAY
+-122.04,37.54,26.0,2145.0,369.0,1285.0,377.0,4.9464,223800.0,NEAR BAY
+-122.05,37.54,25.0,4209.0,731.0,2568.0,703.0,5.2882,223100.0,NEAR BAY
+-122.05,37.55,23.0,4247.0,835.0,2357.0,823.0,5.1321,211300.0,NEAR BAY
+-122.04,37.53,25.0,4458.0,922.0,2998.0,890.0,3.9667,218500.0,NEAR BAY
+-122.04,37.5,17.0,407.0,97.0,307.0,100.0,3.1696,156300.0,NEAR BAY
+-122.06,37.54,20.0,6483.0,1068.0,3526.0,1060.0,5.0838,248200.0,NEAR BAY
+-122.03,37.54,35.0,1867.0,343.0,1213.0,338.0,4.8214,186000.0,NEAR BAY
+-122.03,37.54,6.0,2918.0,672.0,1911.0,639.0,4.1406,178200.0,NEAR BAY
+-122.04,37.53,34.0,2316.0,478.0,1524.0,467.0,3.7364,190400.0,NEAR BAY
+-122.02,37.54,31.0,1240.0,264.0,719.0,236.0,3.535,210300.0,NEAR BAY
+-122.03,37.54,16.0,4458.0,856.0,3038.0,870.0,5.0739,208000.0,NEAR BAY
+-122.03,37.53,18.0,1746.0,437.0,1268.0,404.0,3.256,183300.0,NEAR BAY
+-122.01,37.53,19.0,4572.0,712.0,2346.0,709.0,6.0667,245700.0,NEAR BAY
+-122.02,37.53,21.0,4280.0,673.0,2216.0,681.0,5.7072,242200.0,NEAR BAY
+-122.0,37.51,7.0,6352.0,1390.0,3223.0,1316.0,4.9867,181700.0,<1H OCEAN
+-121.92,37.72,4.0,7477.0,1576.0,2937.0,1506.0,5.1437,299400.0,<1H OCEAN
+-121.92,37.72,22.0,4638.0,716.0,2302.0,687.0,5.347,219500.0,<1H OCEAN
+-121.91,37.71,25.0,4377.0,668.0,2038.0,671.0,5.7233,231800.0,<1H OCEAN
+-121.93,37.72,26.0,3816.0,637.0,1935.0,642.0,4.4697,221300.0,<1H OCEAN
+-121.93,37.72,26.0,2806.0,459.0,1453.0,444.0,4.9107,213800.0,<1H OCEAN
+-121.93,37.71,26.0,4822.0,845.0,2288.0,805.0,4.2281,206000.0,<1H OCEAN
+-121.94,37.71,15.0,6473.0,1027.0,2484.0,970.0,5.0143,271100.0,<1H OCEAN
+-121.96,37.71,6.0,8072.0,1050.0,3386.0,1062.0,7.2494,336500.0,<1H OCEAN
+-121.92,37.64,46.0,1280.0,209.0,512.0,208.0,5.1406,315600.0,INLAND
+-121.93,37.66,24.0,3166.0,424.0,1081.0,400.0,8.3337,500001.0,<1H OCEAN
+-121.92,37.69,13.0,3742.0,555.0,1590.0,559.0,7.316,285400.0,<1H OCEAN
+-121.9,37.66,18.0,7397.0,1137.0,3126.0,1115.0,6.4994,323000.0,INLAND
+-121.92,37.68,23.0,1655.0,223.0,706.0,219.0,7.2211,291900.0,<1H OCEAN
+-121.93,37.7,3.0,2456.0,582.0,793.0,456.0,4.4087,225600.0,<1H OCEAN
+-121.91,37.69,23.0,2179.0,308.0,926.0,299.0,5.9345,259600.0,<1H OCEAN
+-121.91,37.68,20.0,1804.0,254.0,831.0,260.0,6.177,262900.0,<1H OCEAN
+-121.91,37.68,18.0,3631.0,547.0,1700.0,520.0,5.817,257300.0,<1H OCEAN
+-121.91,37.69,18.0,2876.0,423.0,1395.0,427.0,6.3132,259200.0,<1H OCEAN
+-121.89,37.68,12.0,7490.0,1207.0,3329.0,1136.0,6.3373,339700.0,<1H OCEAN
+-121.88,37.68,23.0,2234.0,270.0,854.0,286.0,7.333,337200.0,INLAND
+-121.89,37.68,22.0,1898.0,239.0,734.0,245.0,6.2918,334100.0,<1H OCEAN
+-121.88,37.67,16.0,4070.0,624.0,1543.0,577.0,6.5214,311500.0,INLAND
+-121.88,37.67,25.0,2244.0,301.0,937.0,324.0,6.4524,296900.0,INLAND
+-121.89,37.67,20.0,2948.0,471.0,1181.0,474.0,6.0604,247900.0,INLAND
+-121.89,37.67,19.0,2034.0,288.0,852.0,295.0,6.5285,300400.0,INLAND
+-121.9,37.67,15.0,2130.0,273.0,876.0,285.0,7.2639,332400.0,<1H OCEAN
+-121.9,37.67,7.0,9540.0,1294.0,3926.0,1229.0,7.4353,389800.0,<1H OCEAN
+-121.88,37.66,29.0,2702.0,680.0,1360.0,642.0,3.1127,233000.0,INLAND
+-121.87,37.66,39.0,522.0,116.0,161.0,102.0,2.4896,238500.0,INLAND
+-121.87,37.66,52.0,775.0,134.0,315.0,123.0,5.0677,233300.0,INLAND
+-121.89,37.66,3.0,1565.0,464.0,769.0,461.0,2.1187,231300.0,INLAND
+-121.88,37.64,20.0,1309.0,184.0,514.0,172.0,10.9506,475800.0,INLAND
+-121.87,37.57,13.0,5519.0,833.0,2444.0,825.0,7.0691,393200.0,<1H OCEAN
+-121.87,37.67,10.0,4337.0,800.0,1813.0,743.0,5.5,247200.0,INLAND
+-121.87,37.67,28.0,1812.0,294.0,853.0,278.0,4.9879,229400.0,INLAND
+-121.85,37.68,4.0,4719.0,741.0,1895.0,742.0,6.8132,282500.0,INLAND
+-121.85,37.66,14.0,4236.0,701.0,1833.0,663.0,5.6399,300600.0,INLAND
+-121.86,37.66,22.0,3634.0,664.0,1699.0,640.0,4.1597,293200.0,INLAND
+-121.87,37.66,27.0,1569.0,242.0,583.0,214.0,5.7519,278500.0,INLAND
+-121.84,37.66,13.0,13182.0,2074.0,4847.0,1950.0,5.6417,352900.0,INLAND
+-121.85,37.72,43.0,228.0,40.0,83.0,42.0,10.3203,400000.0,INLAND
+-121.82,37.73,47.0,127.0,23.0,51.0,21.0,4.3472,375000.0,INLAND
+-121.86,37.7,13.0,9621.0,1344.0,4389.0,1391.0,6.6827,313700.0,INLAND
+-121.89,37.69,4.0,6159.0,1510.0,2649.0,1241.0,3.62,139300.0,<1H OCEAN
+-121.77,37.65,16.0,4290.0,554.0,1952.0,576.0,7.3588,327500.0,INLAND
+-121.62,37.61,26.0,1786.0,306.0,771.0,279.0,5.7239,430600.0,INLAND
+-121.61,37.77,32.0,404.0,74.0,144.0,58.0,4.2083,125000.0,INLAND
+-121.72,37.7,17.0,1671.0,352.0,729.0,252.0,6.1023,450000.0,INLAND
+-121.73,37.71,12.0,5608.0,1049.0,2595.0,1067.0,3.9864,200200.0,INLAND
+-121.75,37.71,11.0,12070.0,2220.0,5826.0,2125.0,4.8624,192400.0,INLAND
+-121.77,37.74,25.0,494.0,81.0,254.0,85.0,9.1531,418800.0,INLAND
+-121.8,37.7,22.0,5533.0,943.0,2474.0,910.0,4.7361,216800.0,INLAND
+-121.8,37.69,17.0,3956.0,639.0,2222.0,662.0,5.4324,215500.0,INLAND
+-121.82,37.69,12.0,1906.0,351.0,802.0,319.0,4.9375,227700.0,INLAND
+-121.76,37.69,29.0,3433.0,711.0,1919.0,709.0,3.3841,184400.0,INLAND
+-121.77,37.68,36.0,1687.0,372.0,950.0,372.0,3.5532,158400.0,INLAND
+-121.78,37.69,34.0,2358.0,498.0,1157.0,461.0,3.3618,174600.0,INLAND
+-121.78,37.69,35.0,2853.0,588.0,1761.0,572.0,4.3533,168400.0,INLAND
+-121.79,37.69,25.0,6296.0,1082.0,3200.0,1047.0,4.5357,188400.0,INLAND
+-121.76,37.7,9.0,3980.0,736.0,1705.0,679.0,5.7068,256700.0,INLAND
+-121.75,37.69,26.0,2647.0,536.0,1422.0,522.0,3.7212,183800.0,INLAND
+-121.75,37.68,35.0,1755.0,299.0,702.0,263.0,5.2443,183400.0,INLAND
+-121.76,37.68,35.0,1864.0,357.0,1189.0,349.0,4.2361,177500.0,INLAND
+-121.76,37.68,32.0,1078.0,207.0,555.0,197.0,3.1856,186900.0,INLAND
+-121.73,37.68,17.0,20354.0,3493.0,8768.0,3293.0,5.4496,238900.0,INLAND
+-121.78,37.68,17.0,3112.0,872.0,1392.0,680.0,3.0222,172500.0,INLAND
+-121.77,37.68,44.0,495.0,112.0,277.0,109.0,2.6667,179200.0,INLAND
+-121.76,37.68,52.0,2157.0,418.0,929.0,419.0,3.7301,204400.0,INLAND
+-121.77,37.68,41.0,1501.0,299.0,629.0,288.0,4.6806,209400.0,INLAND
+-121.77,37.67,20.0,8068.0,1217.0,3489.0,1259.0,5.7907,264200.0,INLAND
+-121.76,37.67,6.0,3023.0,518.0,1225.0,468.0,6.3705,350000.0,INLAND
+-121.78,37.67,26.0,2211.0,344.0,1024.0,321.0,5.2649,199800.0,INLAND
+-121.79,37.67,26.0,2163.0,339.0,947.0,346.0,6.0797,211000.0,INLAND
+-121.78,37.67,28.0,1773.0,278.0,804.0,269.0,4.8571,201100.0,INLAND
+-121.78,37.66,25.0,1947.0,418.0,900.0,354.0,3.8523,193000.0,INLAND
+-121.79,37.66,22.0,14701.0,2210.0,6693.0,2232.0,5.98,245000.0,INLAND
+-119.78,38.69,17.0,1364.0,282.0,338.0,152.0,2.45,117600.0,INLAND
+-119.93,38.72,15.0,2061.0,465.0,573.0,196.0,2.2417,97900.0,INLAND
+-120.0,38.52,16.0,3045.0,543.0,202.0,102.0,3.15,140600.0,INLAND
+-120.56,38.48,14.0,3545.0,702.0,946.0,411.0,3.4609,120900.0,INLAND
+-120.59,38.45,13.0,2944.0,558.0,1091.0,466.0,3.0,119000.0,INLAND
+-120.55,38.46,16.0,1443.0,249.0,435.0,181.0,3.2031,129200.0,INLAND
+-120.55,38.45,17.0,2277.0,474.0,767.0,356.0,2.5208,99100.0,INLAND
+-120.55,38.43,18.0,1564.0,357.0,618.0,277.0,2.3549,108900.0,INLAND
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+-121.96,38.02,35.0,2691.0,542.0,1409.0,505.0,3.016,95300.0,INLAND
+-121.95,38.02,9.0,3360.0,833.0,2041.0,810.0,2.1013,100700.0,INLAND
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+-121.91,38.02,15.0,2966.0,558.0,1687.0,527.0,3.4817,129800.0,INLAND
+-121.97,38.04,38.0,2505.0,554.0,1595.0,498.0,2.5833,83500.0,INLAND
+-121.97,38.03,17.0,3685.0,685.0,1939.0,649.0,3.7043,139800.0,INLAND
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+-122.02,38.02,44.0,1465.0,247.0,817.0,237.0,4.8693,156900.0,NEAR BAY
+-122.0,38.03,4.0,2341.0,408.0,1235.0,431.0,6.0424,165900.0,INLAND
+-122.14,38.02,44.0,1625.0,432.0,825.0,385.0,2.0523,133900.0,NEAR BAY
+-122.14,38.03,42.0,118.0,34.0,54.0,30.0,2.5795,225000.0,NEAR BAY
+-122.13,38.02,52.0,2378.0,508.0,940.0,451.0,2.9583,166000.0,NEAR BAY
+-122.13,38.01,48.0,2123.0,494.0,859.0,474.0,1.8523,144800.0,NEAR BAY
+-122.14,38.01,50.0,1760.0,341.0,741.0,316.0,4.5,178300.0,NEAR BAY
+-122.13,38.01,51.0,1262.0,309.0,608.0,298.0,2.1974,139300.0,NEAR BAY
+-122.13,38.0,33.0,2821.0,652.0,1206.0,640.0,2.5481,150800.0,NEAR BAY
+-122.16,38.02,40.0,1800.0,290.0,761.0,277.0,5.1265,196100.0,NEAR BAY
+-122.11,38.01,39.0,1313.0,306.0,575.0,231.0,3.1711,116100.0,NEAR BAY
+-122.11,38.01,41.0,1345.0,272.0,718.0,283.0,3.3831,129400.0,NEAR BAY
+-122.12,38.0,20.0,6992.0,1404.0,3221.0,1334.0,4.2042,166400.0,NEAR BAY
+-122.12,38.01,50.0,1300.0,263.0,691.0,239.0,3.9519,126500.0,NEAR BAY
+-122.12,38.01,50.0,1738.0,355.0,837.0,363.0,3.609,135700.0,NEAR BAY
+-122.12,38.01,42.0,2225.0,367.0,864.0,381.0,4.1189,172400.0,NEAR BAY
+-122.09,38.02,37.0,1742.0,339.0,1128.0,345.0,3.8824,113700.0,NEAR BAY
+-122.1,38.02,28.0,4308.0,824.0,2086.0,776.0,3.6523,159700.0,NEAR BAY
+-122.07,38.0,37.0,978.0,202.0,462.0,184.0,3.625,156300.0,NEAR BAY
+-122.09,38.0,6.0,10191.0,1882.0,4377.0,1789.0,5.2015,204200.0,NEAR BAY
+-122.11,38.0,9.0,3424.0,583.0,1460.0,543.0,5.76,212600.0,NEAR BAY
+-122.08,37.99,19.0,4657.0,739.0,1914.0,732.0,5.0509,199900.0,NEAR BAY
+-122.09,37.99,19.0,3073.0,506.0,1773.0,493.0,5.4496,205400.0,NEAR BAY
+-122.11,37.99,16.0,3913.0,710.0,1782.0,676.0,5.1297,206700.0,NEAR BAY
+-122.11,37.99,10.0,2864.0,514.0,1300.0,507.0,4.3875,287700.0,NEAR BAY
+-122.08,37.97,9.0,2643.0,439.0,1105.0,467.0,6.6579,245200.0,NEAR BAY
+-122.09,37.97,5.0,5303.0,779.0,2017.0,727.0,6.9961,294100.0,NEAR BAY
+-122.11,37.98,11.0,4371.0,679.0,1790.0,660.0,6.135,297300.0,NEAR BAY
+-122.09,37.98,14.0,5381.0,871.0,2296.0,872.0,5.6875,211000.0,NEAR BAY
+-122.12,37.99,33.0,1660.0,277.0,741.0,261.0,4.675,225400.0,NEAR BAY
+-122.1,37.97,18.0,4326.0,655.0,1753.0,646.0,5.6931,269600.0,NEAR BAY
+-122.1,37.96,20.0,3796.0,650.0,1679.0,611.0,4.3571,228200.0,NEAR BAY
+-122.1,37.96,25.0,1374.0,206.0,569.0,235.0,6.3699,235500.0,NEAR BAY
+-122.07,37.99,28.0,3310.0,574.0,1811.0,597.0,4.5401,166900.0,NEAR BAY
+-122.07,37.98,12.0,6915.0,1639.0,2940.0,1468.0,4.0154,186100.0,NEAR BAY
+-122.07,37.97,20.0,1705.0,353.0,856.0,341.0,3.7262,211800.0,NEAR BAY
+-122.07,37.96,34.0,1692.0,290.0,836.0,289.0,5.0172,197100.0,NEAR BAY
+-122.06,37.96,37.0,1784.0,313.0,788.0,304.0,4.2917,189600.0,NEAR BAY
+-122.08,37.96,21.0,9135.0,1534.0,3748.0,1502.0,6.0859,266000.0,NEAR BAY
+-122.06,37.95,36.0,2213.0,386.0,950.0,370.0,4.7386,186400.0,NEAR BAY
+-122.07,37.95,39.0,2199.0,388.0,1025.0,385.0,4.5893,190000.0,NEAR BAY
+-122.08,37.95,24.0,3173.0,548.0,1351.0,536.0,5.0672,243000.0,NEAR BAY
+-122.08,37.95,33.0,1043.0,157.0,425.0,148.0,4.8702,235600.0,NEAR BAY
+-122.07,37.96,37.0,1217.0,199.0,552.0,194.0,5.0445,196200.0,NEAR BAY
+-122.06,37.96,10.0,7136.0,1691.0,2959.0,1507.0,3.9816,182000.0,NEAR BAY
+-122.05,37.95,34.0,1408.0,277.0,738.0,269.0,4.175,169400.0,NEAR BAY
+-122.05,37.94,22.0,4162.0,1194.0,1804.0,1185.0,2.5459,179300.0,NEAR BAY
+-122.06,37.94,19.0,4005.0,972.0,1896.0,893.0,2.5268,235700.0,NEAR BAY
+-122.07,37.94,36.0,2639.0,488.0,1111.0,476.0,3.5057,205100.0,NEAR BAY
+-122.07,37.94,30.0,1260.0,276.0,707.0,221.0,2.892,220800.0,NEAR BAY
+-122.08,37.93,35.0,4043.0,689.0,1832.0,662.0,5.0761,233200.0,NEAR BAY
+-122.08,37.94,44.0,2185.0,357.0,943.0,366.0,4.725,232100.0,NEAR BAY
+-122.07,37.94,43.0,1454.0,234.0,683.0,258.0,4.475,265700.0,NEAR BAY
+-122.09,37.95,32.0,1339.0,209.0,601.0,209.0,6.0265,247900.0,NEAR BAY
+-122.09,37.94,29.0,6895.0,1022.0,2634.0,1022.0,6.1922,273200.0,NEAR BAY
+-122.04,38.0,16.0,3077.0,733.0,1447.0,709.0,3.2484,91100.0,NEAR BAY
+-122.04,37.99,32.0,1504.0,279.0,749.0,267.0,3.2,134500.0,NEAR BAY
+-122.04,37.99,36.0,2765.0,495.0,1478.0,441.0,4.125,136200.0,NEAR BAY
+-122.05,37.97,16.0,60.0,10.0,65.0,19.0,6.1359,250000.0,NEAR BAY
+-122.06,37.99,16.0,2445.0,469.0,721.0,474.0,2.8043,87500.0,NEAR BAY
+-122.06,37.99,17.0,1319.0,316.0,384.0,269.0,1.8229,137500.0,NEAR BAY
+-122.05,38.0,36.0,2476.0,472.0,1213.0,393.0,3.7333,136400.0,NEAR BAY
+-122.05,38.0,16.0,1085.0,217.0,356.0,232.0,2.3462,75000.0,NEAR BAY
+-122.03,37.98,16.0,1209.0,477.0,627.0,482.0,1.3894,156300.0,NEAR BAY
+-122.04,37.97,10.0,974.0,316.0,631.0,286.0,2.3152,140600.0,NEAR BAY
+-122.03,38.0,25.0,3577.0,581.0,1753.0,593.0,5.7295,178300.0,NEAR BAY
+-122.03,38.01,27.0,3228.0,562.0,1666.0,588.0,4.5707,175900.0,NEAR BAY
+-122.04,37.99,38.0,2675.0,541.0,1378.0,480.0,3.8897,139900.0,NEAR BAY
+-122.03,37.98,45.0,2842.0,567.0,1261.0,535.0,3.6042,138200.0,NEAR BAY
+-122.02,38.0,28.0,2965.0,533.0,1591.0,472.0,4.6375,178200.0,NEAR BAY
+-122.03,37.99,35.0,3103.0,537.0,1614.0,566.0,4.9022,169300.0,NEAR BAY
+-122.02,37.99,37.0,2247.0,416.0,1237.0,397.0,4.45,161900.0,NEAR BAY
+-122.03,37.99,37.0,1755.0,327.0,882.0,350.0,4.59,166600.0,NEAR BAY
+-122.03,37.98,44.0,1254.0,252.0,498.0,217.0,3.4531,148900.0,NEAR BAY
+-122.01,37.98,25.0,1476.0,336.0,777.0,297.0,3.5179,165500.0,NEAR BAY
+-122.01,37.98,29.0,2001.0,373.0,956.0,370.0,4.317,194000.0,NEAR BAY
+-122.0,37.98,32.0,1013.0,169.0,436.0,173.0,5.1118,226900.0,INLAND
+-122.0,37.97,27.0,2491.0,428.0,1171.0,431.0,5.1021,202800.0,INLAND
+-122.01,37.97,32.0,3012.0,527.0,1288.0,512.0,3.6449,211500.0,NEAR BAY
+-122.02,37.98,40.0,1797.0,401.0,756.0,369.0,2.8456,165500.0,NEAR BAY
+-122.02,37.98,37.0,1474.0,343.0,782.0,331.0,3.4187,161700.0,NEAR BAY
+-122.0,37.99,28.0,4035.0,641.0,1881.0,659.0,5.4607,192300.0,INLAND
+-122.0,37.98,31.0,2030.0,337.0,867.0,341.0,5.0915,193200.0,INLAND
+-121.99,37.98,23.0,2293.0,411.0,969.0,399.0,4.4536,184000.0,INLAND
+-121.99,37.97,28.0,2839.0,428.0,1372.0,443.0,6.2135,217200.0,INLAND
+-122.0,37.98,35.0,1192.0,201.0,535.0,172.0,4.9219,182000.0,INLAND
+-122.0,37.98,36.0,404.0,77.0,237.0,88.0,4.525,161300.0,INLAND
+-122.01,37.98,34.0,1256.0,267.0,638.0,252.0,4.0507,161000.0,NEAR BAY
+-122.01,37.99,28.0,1900.0,401.0,918.0,351.0,3.7841,144900.0,NEAR BAY
+-121.95,37.96,18.0,2739.0,393.0,1072.0,374.0,6.1436,259500.0,INLAND
+-121.97,37.97,27.0,1691.0,289.0,807.0,296.0,6.1168,210500.0,INLAND
+-121.97,37.97,24.0,1330.0,183.0,656.0,205.0,5.0092,244100.0,INLAND
+-121.97,37.96,28.0,1433.0,290.0,877.0,313.0,4.7891,184800.0,INLAND
+-121.96,37.96,28.0,1838.0,273.0,899.0,270.0,5.2145,229200.0,INLAND
+-121.96,37.95,7.0,3418.0,740.0,1583.0,676.0,3.6133,196100.0,INLAND
+-121.98,37.96,22.0,2987.0,,1420.0,540.0,3.65,204100.0,INLAND
+-121.97,37.97,26.0,1977.0,264.0,817.0,273.0,5.7512,240200.0,INLAND
+-121.98,37.97,26.0,2714.0,390.0,1232.0,409.0,5.9617,231100.0,INLAND
+-121.98,37.97,26.0,2738.0,428.0,1316.0,430.0,5.2442,213200.0,INLAND
+-121.99,37.97,22.0,2823.0,509.0,1271.0,474.0,5.1333,207200.0,INLAND
+-121.99,37.97,30.0,3320.0,589.0,1470.0,543.0,4.6071,184100.0,INLAND
+-122.0,37.96,32.0,3364.0,666.0,1980.0,678.0,3.7,179000.0,INLAND
+-122.0,37.96,28.0,4071.0,713.0,2033.0,647.0,4.5833,190700.0,INLAND
+-121.96,37.95,13.0,3216.0,765.0,1627.0,715.0,3.0859,167800.0,INLAND
+-121.97,37.95,8.0,4253.0,709.0,1883.0,662.0,5.431,246700.0,INLAND
+-121.98,37.96,12.0,5048.0,1122.0,2209.0,1014.0,3.1573,126700.0,INLAND
+-121.99,37.96,16.0,3324.0,479.0,1470.0,461.0,7.6166,260400.0,INLAND
+-121.99,37.96,17.0,2756.0,423.0,1228.0,426.0,5.5872,200600.0,INLAND
+-121.98,37.95,14.0,6290.0,854.0,2724.0,820.0,6.7371,267400.0,INLAND
+-121.98,37.95,16.0,2984.0,406.0,1317.0,397.0,6.7821,265900.0,INLAND
+-122.01,37.97,34.0,3259.0,498.0,1250.0,478.0,5.3794,206200.0,NEAR BAY
+-122.02,37.97,36.0,2342.0,436.0,1191.0,416.0,4.0,171000.0,NEAR BAY
+-122.03,37.97,45.0,1613.0,338.0,865.0,336.0,3.25,151100.0,NEAR BAY
+-122.04,37.97,26.0,2470.0,626.0,1174.0,573.0,2.9861,160900.0,NEAR BAY
+-122.03,37.97,20.0,3968.0,931.0,2629.0,903.0,2.9915,166700.0,NEAR BAY
+-122.04,37.96,16.0,2913.0,723.0,1705.0,693.0,2.9097,106300.0,NEAR BAY
+-122.04,37.97,21.0,6445.0,1839.0,3621.0,1735.0,2.5841,112500.0,NEAR BAY
+-122.04,37.97,39.0,1323.0,245.0,705.0,261.0,3.1968,151000.0,NEAR BAY
+-122.04,37.96,20.0,1143.0,346.0,578.0,298.0,2.2411,151800.0,NEAR BAY
+-122.05,37.96,35.0,2190.0,384.0,1154.0,401.0,3.8456,159800.0,NEAR BAY
+-122.04,37.96,28.0,1207.0,252.0,724.0,252.0,3.6964,165700.0,NEAR BAY
+-122.04,37.96,27.0,2587.0,729.0,1500.0,623.0,1.837,175000.0,NEAR BAY
+-122.05,37.95,27.0,3513.0,791.0,1875.0,694.0,3.1838,182000.0,NEAR BAY
+-122.05,37.95,20.0,563.0,107.0,246.0,123.0,5.4482,190800.0,NEAR BAY
+-122.01,37.95,8.0,3866.0,539.0,1555.0,513.0,6.0901,298200.0,NEAR BAY
+-122.02,37.96,25.0,2615.0,368.0,935.0,366.0,6.6727,305100.0,NEAR BAY
+-122.03,37.96,20.0,2636.0,691.0,1142.0,627.0,2.1083,162500.0,NEAR BAY
+-122.03,37.95,14.0,3287.0,793.0,1601.0,716.0,3.1719,220500.0,NEAR BAY
+-122.02,37.95,25.0,1205.0,260.0,608.0,272.0,2.4519,208300.0,NEAR BAY
+-122.03,37.95,32.0,1955.0,313.0,804.0,317.0,4.9485,202300.0,NEAR BAY
+-122.02,37.95,22.0,3526.0,510.0,1660.0,508.0,5.6642,237000.0,NEAR BAY
+-122.02,37.94,23.0,3516.0,661.0,1465.0,623.0,4.2569,213100.0,NEAR BAY
+-122.01,37.94,23.0,3741.0,,1339.0,499.0,6.7061,322300.0,NEAR BAY
+-122.02,37.94,19.0,3192.0,612.0,1317.0,594.0,4.125,267100.0,NEAR BAY
+-122.01,37.94,26.0,1619.0,224.0,706.0,220.0,6.0704,268000.0,NEAR BAY
+-122.01,37.94,18.0,2077.0,298.0,937.0,292.0,6.3809,273600.0,NEAR BAY
+-122.0,37.95,9.0,2214.0,256.0,848.0,239.0,6.8145,339200.0,INLAND
+-122.01,37.93,25.0,2652.0,335.0,1062.0,334.0,7.5898,330200.0,NEAR BAY
+-122.04,37.95,33.0,1653.0,334.0,814.0,328.0,3.1406,163100.0,NEAR BAY
+-122.04,37.94,24.0,5732.0,873.0,2444.0,888.0,5.6292,231400.0,NEAR BAY
+-122.05,37.94,22.0,2105.0,354.0,993.0,365.0,4.6602,227800.0,NEAR BAY
+-122.04,37.95,29.0,866.0,138.0,341.0,133.0,4.7188,197100.0,NEAR BAY
+-122.05,37.95,22.0,5175.0,1213.0,2804.0,1091.0,2.85,144600.0,NEAR BAY
+-122.03,37.94,21.0,5541.0,776.0,2214.0,737.0,5.5777,279300.0,NEAR BAY
+-122.03,37.93,21.0,4712.0,624.0,1773.0,615.0,6.0918,344800.0,NEAR BAY
+-122.05,37.93,5.0,4274.0,1153.0,1503.0,881.0,4.0473,266500.0,NEAR BAY
+-122.05,37.93,15.0,7803.0,1603.0,2957.0,1546.0,4.45,184900.0,NEAR BAY
+-122.05,37.92,14.0,12713.0,2558.0,4741.0,2412.0,4.7094,234700.0,NEAR BAY
+-122.02,37.92,26.0,5077.0,640.0,1872.0,636.0,7.4713,351200.0,NEAR BAY
+-122.03,37.92,23.0,3318.0,408.0,1124.0,393.0,6.5847,358800.0,NEAR BAY
+-122.01,37.91,21.0,10093.0,1269.0,3645.0,1219.0,7.6877,367700.0,NEAR BAY
+-122.03,37.91,29.0,5438.0,871.0,2310.0,890.0,5.0362,275300.0,NEAR BAY
+-122.06,37.91,15.0,5393.0,1422.0,2133.0,1288.0,4.1612,232800.0,NEAR BAY
+-122.06,37.9,25.0,5869.0,1685.0,2669.0,1554.0,2.6998,216100.0,NEAR BAY
+-122.06,37.89,21.0,4985.0,1590.0,2575.0,1458.0,3.1002,114300.0,NEAR BAY
+-122.07,37.93,45.0,1544.0,244.0,614.0,238.0,5.0255,226000.0,NEAR BAY
+-122.07,37.93,25.0,7201.0,1521.0,3264.0,1433.0,3.7433,252100.0,NEAR BAY
+-122.07,37.92,26.0,3872.0,739.0,1629.0,684.0,4.4312,225000.0,NEAR BAY
+-122.08,37.92,28.0,2377.0,469.0,1068.0,435.0,4.4561,250000.0,NEAR BAY
+-122.08,37.92,26.0,1733.0,265.0,796.0,274.0,6.195,264900.0,NEAR BAY
+-122.07,37.91,28.0,1731.0,295.0,810.0,295.0,5.0391,259800.0,NEAR BAY
+-122.07,37.91,33.0,1550.0,277.0,638.0,254.0,3.6833,292500.0,NEAR BAY
+-122.08,37.9,32.0,1075.0,170.0,486.0,173.0,5.0499,306800.0,NEAR BAY
+-122.09,37.91,18.0,9576.0,1455.0,3486.0,1380.0,7.0895,306900.0,NEAR BAY
+-122.07,37.89,28.0,3410.0,746.0,1428.0,670.0,4.3864,266800.0,NEAR BAY
+-122.08,37.89,39.0,3018.0,501.0,1223.0,489.0,6.2924,283900.0,NEAR BAY
+-122.08,37.9,29.0,4133.0,770.0,1691.0,744.0,5.1097,288000.0,NEAR BAY
+-122.07,37.89,38.0,2139.0,343.0,809.0,340.0,5.5636,268800.0,NEAR BAY
+-122.07,37.89,38.0,757.0,124.0,319.0,123.0,5.6558,263300.0,NEAR BAY
+-122.06,37.88,34.0,4781.0,703.0,1879.0,714.0,6.5378,340900.0,NEAR BAY
+-122.05,37.87,30.0,2296.0,329.0,847.0,322.0,6.7192,397500.0,NEAR BAY
+-122.05,37.9,24.0,4125.0,1020.0,1699.0,873.0,2.9526,271000.0,NEAR BAY
+-122.05,37.9,32.0,2676.0,484.0,986.0,473.0,4.6528,335700.0,NEAR BAY
+-122.05,37.89,37.0,1677.0,269.0,689.0,283.0,4.2625,310600.0,NEAR BAY
+-122.04,37.89,33.0,2423.0,322.0,998.0,346.0,7.5349,349100.0,NEAR BAY
+-122.05,37.9,32.0,4498.0,862.0,1818.0,851.0,4.8088,321200.0,NEAR BAY
+-122.04,37.9,20.0,5467.0,1044.0,2310.0,963.0,5.6986,275800.0,NEAR BAY
+-122.02,37.89,29.0,6349.0,858.0,2450.0,778.0,7.5,356200.0,NEAR BAY
+-122.04,37.88,32.0,3250.0,550.0,1230.0,557.0,4.6424,312700.0,NEAR BAY
+-122.03,37.86,29.0,3025.0,477.0,1035.0,452.0,6.112,390600.0,NEAR BAY
+-122.04,37.85,27.0,6039.0,780.0,2181.0,761.0,9.5862,469400.0,NEAR BAY
+-121.94,37.73,22.0,1980.0,291.0,861.0,290.0,6.2726,258200.0,<1H OCEAN
+-121.94,37.73,22.0,6719.0,1068.0,2843.0,994.0,6.1265,260300.0,<1H OCEAN
+-121.93,37.73,23.0,2564.0,347.0,1043.0,351.0,6.2048,275000.0,<1H OCEAN
+-121.93,37.73,8.0,831.0,231.0,404.0,224.0,3.375,350000.0,<1H OCEAN
+-121.95,37.74,19.0,1127.0,170.0,518.0,167.0,6.3325,250000.0,<1H OCEAN
+-121.95,37.74,19.0,5721.0,837.0,2653.0,813.0,6.2631,266000.0,<1H OCEAN
+-121.94,37.75,17.0,2559.0,370.0,1238.0,377.0,6.2781,269800.0,<1H OCEAN
+-121.92,37.73,24.0,1407.0,327.0,501.0,295.0,2.4821,157200.0,<1H OCEAN
+-121.93,37.74,16.0,3326.0,419.0,1272.0,402.0,6.8806,343500.0,<1H OCEAN
+-121.94,37.75,16.0,5121.0,735.0,2464.0,761.0,6.6204,296100.0,<1H OCEAN
+-121.97,37.79,17.0,5688.0,824.0,2111.0,773.0,6.6131,312500.0,<1H OCEAN
+-121.98,37.8,17.0,3354.0,422.0,1457.0,425.0,7.6473,345800.0,<1H OCEAN
+-121.98,37.8,16.0,2498.0,330.0,1027.0,343.0,8.155,343700.0,<1H OCEAN
+-121.98,37.81,18.0,2903.0,387.0,1127.0,372.0,5.5921,359100.0,<1H OCEAN
+-121.96,37.81,12.0,6488.0,778.0,2404.0,765.0,8.3188,403400.0,<1H OCEAN
+-121.97,37.8,17.0,3279.0,418.0,1222.0,381.0,7.9168,356000.0,<1H OCEAN
+-121.94,37.8,8.0,11336.0,1657.0,4089.0,1555.0,7.8287,369200.0,<1H OCEAN
+-121.97,37.79,16.0,3873.0,484.0,1451.0,501.0,6.7857,341300.0,<1H OCEAN
+-121.95,37.78,4.0,14652.0,2826.0,5613.0,2579.0,6.3942,356700.0,<1H OCEAN
+-121.96,37.76,8.0,3865.0,463.0,1548.0,432.0,9.7037,425100.0,<1H OCEAN
+-121.94,37.76,4.0,6875.0,1439.0,2889.0,1307.0,4.6932,356100.0,<1H OCEAN
+-121.93,37.76,5.0,2255.0,269.0,876.0,258.0,10.3345,461400.0,<1H OCEAN
+-121.92,37.74,8.0,452.0,51.0,140.0,43.0,12.5915,432400.0,<1H OCEAN
+-121.93,37.78,2.0,227.0,35.0,114.0,49.0,3.1591,434700.0,<1H OCEAN
+-121.96,37.74,2.0,200.0,20.0,25.0,9.0,15.0001,350000.0,<1H OCEAN
+-121.97,37.76,8.0,3743.0,581.0,1633.0,567.0,6.7027,381900.0,<1H OCEAN
+-121.97,37.77,13.0,7241.0,1007.0,3221.0,947.0,7.2216,324600.0,<1H OCEAN
+-121.98,37.74,8.0,2865.0,389.0,1376.0,417.0,7.9393,399300.0,<1H OCEAN
+-122.02,37.84,34.0,1879.0,265.0,729.0,263.0,7.7072,443800.0,NEAR BAY
+-122.01,37.83,30.0,3917.0,549.0,1330.0,544.0,6.5617,386600.0,NEAR BAY
+-122.0,37.82,20.0,2206.0,458.0,926.0,432.0,4.6042,256400.0,<1H OCEAN
+-121.99,37.82,22.0,1248.0,271.0,579.0,269.0,3.375,200000.0,<1H OCEAN
+-122.03,37.83,24.0,5948.0,738.0,1997.0,710.0,9.8708,500001.0,NEAR BAY
+-121.99,37.77,14.0,8213.0,1364.0,3283.0,1286.0,5.1755,294800.0,<1H OCEAN
+-121.99,37.81,17.0,465.0,83.0,146.0,75.0,4.9018,188500.0,<1H OCEAN
+-122.02,37.8,11.0,6200.0,907.0,2286.0,896.0,7.6518,359300.0,NEAR BAY
+-122.03,37.87,21.0,3521.0,447.0,1396.0,467.0,8.2673,358700.0,NEAR BAY
+-122.02,37.88,16.0,3031.0,438.0,1087.0,421.0,7.3732,287300.0,NEAR BAY
+-122.02,37.87,14.0,3056.0,369.0,1209.0,377.0,8.4352,441400.0,NEAR BAY
+-122.03,37.86,25.0,3004.0,393.0,1145.0,376.0,7.2655,494000.0,NEAR BAY
+-122.0,37.86,18.0,8953.0,1074.0,3011.0,993.0,10.7372,500001.0,<1H OCEAN
+-121.97,37.87,4.0,1029.0,126.0,416.0,122.0,13.4883,500001.0,INLAND
+-121.96,37.84,29.0,7479.0,977.0,2744.0,943.0,7.5139,398200.0,INLAND
+-122.0,37.84,16.0,7681.0,946.0,2777.0,908.0,9.5271,500001.0,<1H OCEAN
+-121.96,37.85,10.0,3209.0,379.0,1199.0,392.0,12.2478,500001.0,INLAND
+-121.99,37.83,16.0,2939.0,380.0,1177.0,396.0,8.0839,372000.0,<1H OCEAN
+-121.98,37.82,18.0,9117.0,1248.0,3280.0,1167.0,8.003,351300.0,<1H OCEAN
+-121.95,37.81,5.0,7178.0,898.0,2823.0,907.0,9.0776,450400.0,<1H OCEAN
+-122.1,37.93,20.0,10212.0,1424.0,4083.0,1374.0,8.039,382200.0,NEAR BAY
+-122.12,37.94,22.0,4949.0,626.0,1850.0,590.0,10.4549,500001.0,NEAR BAY
+-122.1,37.9,38.0,827.0,144.0,368.0,136.0,6.5095,294400.0,NEAR BAY
+-122.14,37.9,32.0,5738.0,746.0,2099.0,732.0,10.3224,500001.0,NEAR BAY
+-122.12,37.91,34.0,5683.0,755.0,1962.0,723.0,8.3678,455300.0,NEAR BAY
+-122.09,37.89,35.0,880.0,139.0,352.0,132.0,6.8686,406500.0,NEAR BAY
+-122.1,37.89,21.0,3282.0,653.0,1398.0,601.0,5.2079,310300.0,NEAR BAY
+-122.11,37.89,32.0,2372.0,516.0,1067.0,492.0,4.3235,279500.0,NEAR BAY
+-122.11,37.88,37.0,4005.0,614.0,1602.0,606.0,6.4666,348200.0,NEAR BAY
+-122.12,37.88,35.0,2785.0,362.0,1001.0,363.0,8.0448,433300.0,NEAR BAY
+-122.12,37.89,30.0,3227.0,733.0,1260.0,684.0,4.125,257100.0,NEAR BAY
+-122.13,37.89,27.0,744.0,214.0,295.0,169.0,2.7411,350000.0,NEAR BAY
+-122.13,37.87,18.0,1820.0,220.0,728.0,229.0,10.3713,426100.0,NEAR BAY
+-122.14,37.88,34.0,6986.0,1096.0,2865.0,1124.0,6.2275,394400.0,NEAR BAY
+-122.07,37.88,11.0,1077.0,318.0,590.0,264.0,3.5536,387200.0,NEAR BAY
+-122.08,37.88,24.0,2059.0,462.0,410.0,294.0,2.3971,99400.0,NEAR BAY
+-122.08,37.88,26.0,2947.0,,825.0,626.0,2.933,85000.0,NEAR BAY
+-122.08,37.87,24.0,6130.0,1359.0,1750.0,1286.0,2.9167,102700.0,NEAR BAY
+-122.06,37.85,17.0,7475.0,1556.0,2092.0,1449.0,3.6437,186500.0,NEAR BAY
+-122.07,37.86,23.0,1025.0,205.0,263.0,191.0,3.12,155000.0,NEAR BAY
+-122.06,37.86,16.0,5187.0,1014.0,1512.0,986.0,4.4551,252400.0,NEAR BAY
+-122.07,37.86,17.0,1102.0,224.0,317.0,208.0,3.5893,206300.0,NEAR BAY
+-122.08,37.87,26.0,2405.0,564.0,680.0,531.0,2.4896,73400.0,NEAR BAY
+-122.1,37.88,35.0,3701.0,528.0,1511.0,517.0,7.2315,367100.0,NEAR BAY
+-122.09,37.86,27.0,5484.0,760.0,2212.0,770.0,7.6202,402600.0,NEAR BAY
+-122.11,37.87,33.0,3398.0,500.0,1351.0,457.0,6.5814,314200.0,NEAR BAY
+-122.12,37.85,18.0,5252.0,686.0,1870.0,657.0,8.0074,454100.0,NEAR BAY
+-122.08,37.84,17.0,1320.0,159.0,1722.0,141.0,11.7064,500001.0,NEAR BAY
+-122.12,37.81,26.0,4048.0,513.0,1486.0,498.0,7.6717,416500.0,NEAR BAY
+-122.12,37.82,26.0,2269.0,317.0,918.0,313.0,6.6657,364500.0,NEAR BAY
+-122.11,37.83,19.0,5130.0,741.0,1887.0,712.0,7.203,369900.0,NEAR BAY
+-122.08,37.82,4.0,2045.0,237.0,830.0,252.0,11.3421,500001.0,NEAR BAY
+-122.14,37.86,20.0,6201.0,1182.0,2415.0,1141.0,4.5744,314000.0,NEAR BAY
+-122.14,37.85,27.0,9147.0,1276.0,3371.0,1269.0,7.3267,389900.0,NEAR BAY
+-122.14,37.84,24.0,2131.0,343.0,874.0,373.0,5.6349,355600.0,NEAR BAY
+-122.16,37.83,16.0,4596.0,705.0,1480.0,650.0,7.52,370200.0,NEAR BAY
+-122.16,37.86,36.0,3359.0,493.0,1298.0,483.0,8.1586,404300.0,NEAR BAY
+-122.18,37.88,36.0,542.0,119.0,231.0,121.0,4.9,354200.0,NEAR BAY
+-122.18,37.86,33.0,4449.0,636.0,1684.0,617.0,8.9571,399700.0,NEAR BAY
+-122.16,37.89,32.0,1779.0,241.0,721.0,258.0,8.7589,434500.0,NEAR BAY
+-122.17,37.88,32.0,3633.0,508.0,1393.0,506.0,7.6917,401800.0,NEAR BAY
+-122.17,37.88,33.0,3626.0,502.0,1348.0,480.0,7.6107,423200.0,NEAR BAY
+-122.17,37.87,38.0,1261.0,177.0,472.0,183.0,6.917,438000.0,NEAR BAY
+-122.22,37.88,20.0,95.0,13.0,31.0,15.0,2.4444,475000.0,NEAR BAY
+-122.2,37.89,37.0,3881.0,560.0,1315.0,517.0,7.3195,367500.0,NEAR BAY
+-122.2,37.88,36.0,1065.0,160.0,398.0,155.0,7.7736,378100.0,NEAR BAY
+-122.18,37.91,31.0,7200.0,876.0,2428.0,843.0,10.9405,500001.0,NEAR BAY
+-122.2,37.9,36.0,2107.0,287.0,740.0,280.0,10.3416,500001.0,NEAR BAY
+-122.18,37.9,36.0,4760.0,610.0,1511.0,572.0,9.0064,500001.0,NEAR BAY
+-122.18,37.89,18.0,4845.0,735.0,1634.0,734.0,8.1489,499000.0,NEAR BAY
+-121.84,37.98,8.0,7505.0,1089.0,3325.0,1016.0,5.2699,204200.0,INLAND
+-121.81,37.97,8.0,1584.0,236.0,615.0,202.0,6.4753,166800.0,INLAND
+-121.78,37.97,4.0,17032.0,2546.0,7653.0,2359.0,5.5601,213700.0,INLAND
+-121.83,37.95,17.0,1133.0,244.0,716.0,235.0,2.875,162500.0,INLAND
+-121.94,37.83,11.0,2836.0,373.0,959.0,335.0,10.5815,500001.0,INLAND
+-121.89,37.82,4.0,11444.0,1355.0,3898.0,1257.0,13.2949,500001.0,INLAND
+-121.91,37.81,7.0,3477.0,416.0,1216.0,395.0,13.1499,500001.0,INLAND
+-121.82,37.81,12.0,4711.0,659.0,2089.0,621.0,8.3209,485400.0,INLAND
+-121.96,37.99,2.0,3129.0,707.0,1606.0,698.0,2.9591,210100.0,INLAND
+-121.96,37.94,26.0,3084.0,505.0,1557.0,501.0,5.1582,194700.0,INLAND
+-121.96,37.95,25.0,4026.0,791.0,1850.0,709.0,4.1483,181200.0,INLAND
+-121.95,37.94,21.0,3153.0,411.0,1318.0,431.0,6.8642,285400.0,INLAND
+-121.97,37.93,4.0,3241.0,464.0,1552.0,494.0,6.6134,307000.0,INLAND
+-122.01,37.92,18.0,2808.0,337.0,1038.0,337.0,8.3956,353600.0,NEAR BAY
+-122.01,37.92,16.0,2638.0,345.0,1055.0,334.0,8.1163,365800.0,NEAR BAY
+-121.99,37.92,14.0,1780.0,224.0,764.0,226.0,9.0243,427700.0,INLAND
+-121.93,37.89,13.0,2085.0,292.0,852.0,264.0,7.3445,366700.0,INLAND
+-121.92,37.96,14.0,5332.0,884.0,2093.0,839.0,5.2798,237400.0,INLAND
+-121.94,37.95,18.0,2541.0,355.0,986.0,346.0,7.1978,288000.0,INLAND
+-121.91,37.93,13.0,1610.0,198.0,703.0,217.0,8.7059,329400.0,INLAND
+-121.94,37.94,26.0,1299.0,174.0,533.0,180.0,6.2296,291700.0,INLAND
+-121.94,37.93,16.0,3421.0,427.0,1341.0,428.0,7.5695,320400.0,INLAND
+-121.93,37.93,16.0,2876.0,391.0,1089.0,377.0,6.299,286900.0,INLAND
+-121.93,37.93,16.0,2169.0,262.0,877.0,245.0,6.6049,312600.0,INLAND
+-121.95,37.94,27.0,1469.0,216.0,578.0,219.0,5.9346,253600.0,INLAND
+-122.25,38.02,16.0,1803.0,267.0,946.0,266.0,5.7001,205100.0,NEAR BAY
+-122.25,38.03,15.0,3338.0,532.0,1834.0,520.0,5.6293,197600.0,NEAR BAY
+-122.21,38.02,15.0,2150.0,327.0,1094.0,324.0,6.0224,198500.0,NEAR BAY
+-122.2,37.96,9.0,6306.0,962.0,2581.0,911.0,6.7741,310700.0,NEAR BAY
+-122.23,38.06,52.0,1350.0,266.0,490.0,257.0,3.125,171100.0,NEAR BAY
+-122.23,38.05,52.0,1736.0,358.0,638.0,297.0,2.5517,147100.0,NEAR BAY
+-122.21,38.06,52.0,2735.0,559.0,1076.0,487.0,3.6154,155700.0,NEAR BAY
+-122.2,38.04,31.0,3029.0,500.0,1236.0,487.0,5.6022,197000.0,NEAR BAY
+-122.26,38.03,25.0,2239.0,361.0,928.0,353.0,4.4474,203700.0,NEAR BAY
+-122.27,38.04,47.0,1685.0,405.0,835.0,372.0,2.3103,134500.0,NEAR BAY
+-122.26,38.03,41.0,1631.0,282.0,752.0,288.0,3.9345,150200.0,NEAR BAY
+-122.26,38.04,41.0,2512.0,539.0,1179.0,480.0,2.694,123000.0,NEAR BAY
+-122.25,38.05,30.0,1255.0,297.0,779.0,307.0,1.6767,147700.0,NEAR BAY
+-122.32,38.06,4.0,7999.0,1611.0,3596.0,1396.0,5.0969,174200.0,NEAR BAY
+-122.28,38.0,26.0,2335.0,413.0,980.0,417.0,3.4471,178900.0,NEAR BAY
+-122.29,38.0,16.0,4986.0,1081.0,2805.0,1016.0,4.025,173200.0,NEAR BAY
+-122.36,38.03,32.0,2159.0,393.0,981.0,369.0,4.3173,175400.0,NEAR BAY
+-122.3,38.0,34.0,1712.0,317.0,956.0,341.0,4.4394,162000.0,NEAR BAY
+-122.31,38.0,26.0,3735.0,641.0,1708.0,633.0,4.621,191100.0,NEAR BAY
+-122.31,38.01,18.0,4123.0,874.0,1895.0,772.0,3.2759,195000.0,NEAR BAY
+-122.28,37.99,28.0,3801.0,622.0,1654.0,571.0,4.375,193300.0,NEAR BAY
+-122.26,37.98,28.0,2038.0,329.0,947.0,349.0,5.1178,198000.0,NEAR BAY
+-122.27,37.99,16.0,4921.0,737.0,2312.0,725.0,5.8899,243200.0,NEAR BAY
+-122.27,37.98,23.0,3455.0,479.0,1375.0,474.0,6.0289,218600.0,NEAR BAY
+-122.26,38.02,5.0,3846.0,786.0,2053.0,716.0,5.0473,184800.0,NEAR BAY
+-122.24,38.01,11.0,3751.0,565.0,1949.0,555.0,5.7862,269400.0,NEAR BAY
+-122.24,38.01,16.0,2084.0,315.0,1154.0,307.0,6.0102,235600.0,NEAR BAY
+-122.25,38.0,16.0,2978.0,411.0,1531.0,400.0,6.5006,237700.0,NEAR BAY
+-122.26,38.0,14.0,2338.0,391.0,1003.0,398.0,4.2269,170500.0,NEAR BAY
+-122.26,38.0,6.0,678.0,104.0,318.0,91.0,5.2375,246400.0,NEAR BAY
+-122.27,38.0,15.0,1216.0,166.0,572.0,178.0,5.8418,240300.0,NEAR BAY
+-122.27,38.0,12.0,1592.0,242.0,969.0,233.0,6.1576,248700.0,NEAR BAY
+-122.26,38.0,5.0,6265.0,908.0,3326.0,872.0,6.2073,272900.0,NEAR BAY
+-122.29,37.98,27.0,2133.0,347.0,850.0,350.0,5.1046,209800.0,NEAR BAY
+-122.28,37.96,35.0,1579.0,243.0,734.0,264.0,5.5,201000.0,NEAR BAY
+-122.27,37.97,10.0,15259.0,2275.0,7266.0,2338.0,6.0666,272400.0,NEAR BAY
+-122.3,37.97,30.0,4030.0,772.0,1777.0,718.0,3.6393,184000.0,NEAR BAY
+-122.3,37.97,34.0,2854.0,528.0,1211.0,452.0,3.5353,164700.0,NEAR BAY
+-122.29,37.97,20.0,3426.0,632.0,1512.0,580.0,4.4911,227400.0,NEAR BAY
+-122.3,37.97,35.0,1811.0,377.0,911.0,340.0,3.375,149700.0,NEAR BAY
+-122.29,37.94,20.0,7578.0,1426.0,3637.0,1362.0,4.4387,190000.0,NEAR BAY
+-122.32,37.95,37.0,1887.0,353.0,895.0,359.0,4.45,196600.0,NEAR BAY
+-122.31,37.94,38.0,1794.0,349.0,810.0,335.0,3.8343,191400.0,NEAR BAY
+-122.31,37.94,38.0,2172.0,403.0,945.0,384.0,4.3958,194200.0,NEAR BAY
+-122.32,37.95,36.0,1425.0,245.0,573.0,239.0,4.35,185000.0,NEAR BAY
+-122.31,37.99,25.0,6508.0,1137.0,3259.0,1081.0,4.2348,157800.0,NEAR BAY
+-122.3,37.98,25.0,3807.0,806.0,1821.0,792.0,3.6518,164300.0,NEAR BAY
+-122.32,37.97,29.0,2347.0,464.0,1135.0,490.0,3.9722,161000.0,NEAR BAY
+-122.32,38.01,26.0,3054.0,492.0,1495.0,496.0,4.6944,171100.0,NEAR BAY
+-122.33,38.0,35.0,3779.0,711.0,2493.0,679.0,2.9781,109000.0,NEAR BAY
+-122.31,38.0,29.0,3108.0,534.0,1687.0,516.0,4.3333,170800.0,NEAR BAY
+-122.32,37.99,24.0,4865.0,968.0,2315.0,893.0,4.2852,173500.0,NEAR BAY
+-122.32,38.0,32.0,2275.0,397.0,1233.0,418.0,4.0437,162800.0,NEAR BAY
+-122.34,37.99,42.0,1531.0,326.0,1271.0,377.0,2.6167,85100.0,NEAR BAY
+-122.33,37.98,3.0,2850.0,544.0,1024.0,515.0,6.0115,175000.0,NEAR BAY
+-122.33,37.99,4.0,3999.0,1079.0,1591.0,887.0,3.911,112500.0,NEAR BAY
+-122.39,38.0,33.0,44.0,6.0,23.0,11.0,4.125,212500.0,NEAR BAY
+-122.36,37.96,39.0,246.0,57.0,316.0,52.0,0.716,104200.0,NEAR BAY
+-122.36,37.96,31.0,1157.0,276.0,956.0,232.0,1.5347,80400.0,NEAR BAY
+-122.36,37.95,40.0,408.0,102.0,302.0,81.0,1.8333,69800.0,NEAR BAY
+-122.37,37.95,35.0,215.0,45.0,100.0,34.0,1.6023,81300.0,NEAR BAY
+-122.37,37.95,32.0,1298.0,363.0,716.0,268.0,0.9797,76400.0,NEAR BAY
+-122.37,37.96,37.0,1572.0,402.0,1046.0,350.0,0.7403,68600.0,NEAR BAY
+-122.41,37.98,36.0,60.0,15.0,42.0,25.0,1.4583,67500.0,NEAR BAY
+-122.34,37.98,33.0,2014.0,410.0,1354.0,427.0,3.9773,131300.0,NEAR BAY
+-122.35,37.98,34.0,3756.0,726.0,2237.0,686.0,3.7562,132900.0,NEAR BAY
+-122.34,37.97,19.0,392.0,109.0,287.0,81.0,6.0426,110000.0,NEAR BAY
+-122.35,37.96,32.0,1991.0,504.0,1139.0,423.0,2.0353,113600.0,NEAR BAY
+-122.35,37.97,43.0,2178.0,482.0,1545.0,471.0,2.5863,112200.0,NEAR BAY
+-122.35,37.97,31.0,2892.0,685.0,2104.0,641.0,3.2188,113800.0,NEAR BAY
+-122.32,37.97,33.0,1595.0,292.0,991.0,300.0,4.6937,134100.0,NEAR BAY
+-122.32,37.97,33.0,1156.0,190.0,643.0,209.0,4.5,156600.0,NEAR BAY
+-122.33,37.97,19.0,5151.0,1335.0,2548.0,1165.0,3.3125,158800.0,NEAR BAY
+-122.33,37.98,32.0,1967.0,348.0,1144.0,364.0,4.4135,150100.0,NEAR BAY
+-122.33,37.97,45.0,1982.0,376.0,1179.0,398.0,3.5463,130800.0,NEAR BAY
+-122.34,37.97,19.0,2237.0,580.0,1438.0,551.0,2.3382,120700.0,NEAR BAY
+-122.33,37.96,46.0,1222.0,236.0,819.0,251.0,3.9118,129400.0,NEAR BAY
+-122.35,37.96,36.0,2191.0,531.0,1563.0,524.0,2.5164,114200.0,NEAR BAY
+-122.35,37.96,29.0,1899.0,524.0,1357.0,443.0,1.875,97200.0,NEAR BAY
+-122.35,37.96,35.0,1326.0,346.0,1023.0,295.0,2.0724,97700.0,NEAR BAY
+-122.35,37.95,31.0,2449.0,595.0,1801.0,548.0,2.6328,110300.0,NEAR BAY
+-122.35,37.96,34.0,1428.0,335.0,1272.0,319.0,2.5461,93900.0,NEAR BAY
+-122.36,37.96,30.0,950.0,317.0,1073.0,280.0,1.8664,107800.0,NEAR BAY
+-122.32,37.96,25.0,1728.0,403.0,934.0,412.0,3.375,133700.0,NEAR BAY
+-122.32,37.96,34.0,2070.0,357.0,784.0,294.0,4.0417,182800.0,NEAR BAY
+-122.32,37.95,35.0,1612.0,354.0,887.0,331.0,2.5769,146100.0,NEAR BAY
+-122.33,37.95,22.0,2099.0,569.0,1135.0,509.0,2.1915,120800.0,NEAR BAY
+-122.34,37.96,15.0,6487.0,1717.0,3408.0,1560.0,2.1991,133300.0,NEAR BAY
+-122.34,37.96,33.0,1817.0,441.0,1220.0,389.0,2.5382,103600.0,NEAR BAY
+-122.32,37.94,38.0,2751.0,522.0,1390.0,489.0,3.7277,165100.0,NEAR BAY
+-122.32,37.94,46.0,1901.0,295.0,833.0,352.0,5.5196,210800.0,NEAR BAY
+-122.32,37.93,40.0,1141.0,213.0,434.0,196.0,3.9464,186900.0,NEAR BAY
+-122.33,37.95,42.0,1627.0,336.0,848.0,316.0,3.7708,144600.0,NEAR BAY
+-122.33,37.94,45.0,1226.0,279.0,590.0,260.0,2.8833,140400.0,NEAR BAY
+-122.33,37.94,47.0,1882.0,361.0,797.0,342.0,3.5848,140800.0,NEAR BAY
+-122.33,37.94,43.0,1876.0,389.0,807.0,377.0,3.1571,141600.0,NEAR BAY
+-122.33,37.94,42.0,1695.0,345.0,719.0,334.0,3.9417,139100.0,NEAR BAY
+-122.33,37.94,44.0,1769.0,332.0,828.0,309.0,4.0526,150800.0,NEAR BAY
+-122.34,37.95,45.0,1128.0,240.0,702.0,270.0,3.6719,134100.0,NEAR BAY
+-122.33,37.95,45.0,1585.0,329.0,981.0,373.0,3.0313,135800.0,NEAR BAY
+-122.33,37.95,46.0,1543.0,339.0,777.0,322.0,4.0927,142600.0,NEAR BAY
+-122.34,37.95,44.0,1675.0,317.0,806.0,311.0,3.0694,135300.0,NEAR BAY
+-122.34,37.95,44.0,1788.0,368.0,933.0,329.0,2.875,133400.0,NEAR BAY
+-122.34,37.95,39.0,1986.0,427.0,1041.0,385.0,3.2333,135100.0,NEAR BAY
+-122.34,37.95,38.0,1340.0,298.0,766.0,241.0,3.2833,111700.0,NEAR BAY
+-122.35,37.95,45.0,2142.0,431.0,1318.0,431.0,3.0737,111600.0,NEAR BAY
+-122.35,37.95,42.0,1485.0,290.0,971.0,303.0,3.6094,114600.0,NEAR BAY
+-122.36,37.95,38.0,1042.0,289.0,773.0,248.0,2.7714,104700.0,NEAR BAY
+-122.34,37.94,47.0,2313.0,433.0,947.0,430.0,3.942,143300.0,NEAR BAY
+-122.34,37.94,44.0,1917.0,444.0,936.0,435.0,2.7391,140300.0,NEAR BAY
+-122.34,37.94,31.0,1611.0,455.0,786.0,411.0,1.681,145500.0,NEAR BAY
+-122.34,37.94,42.0,2206.0,451.0,989.0,444.0,3.125,143900.0,NEAR BAY
+-122.35,37.94,45.0,2112.0,493.0,1406.0,452.0,2.3456,105200.0,NEAR BAY
+-122.35,37.94,34.0,1880.0,459.0,1358.0,422.0,1.6571,105200.0,NEAR BAY
+-122.35,37.94,47.0,1275.0,275.0,844.0,273.0,2.8967,95600.0,NEAR BAY
+-122.36,37.95,38.0,1066.0,248.0,729.0,286.0,1.5139,81700.0,NEAR BAY
+-122.36,37.94,45.0,907.0,188.0,479.0,161.0,3.0862,79000.0,NEAR BAY
+-122.36,37.94,27.0,844.0,249.0,583.0,265.0,0.9687,105800.0,NEAR BAY
+-122.36,37.94,26.0,1540.0,343.0,1007.0,338.0,1.3365,72900.0,NEAR BAY
+-122.36,37.94,41.0,2591.0,585.0,1638.0,462.0,1.822,79700.0,NEAR BAY
+-122.37,37.94,49.0,969.0,229.0,599.0,195.0,1.3167,71600.0,NEAR BAY
+-122.35,37.93,19.0,1334.0,366.0,1048.0,316.0,1.7865,88000.0,NEAR BAY
+-122.35,37.93,28.0,1995.0,488.0,1182.0,439.0,2.3352,84300.0,NEAR BAY
+-122.36,37.94,43.0,369.0,107.0,371.0,111.0,1.6,79400.0,NEAR BAY
+-122.36,37.93,17.0,1258.0,254.0,885.0,229.0,3.05,121600.0,NEAR BAY
+-122.37,37.94,40.0,1064.0,266.0,912.0,239.0,1.0521,69100.0,NEAR BAY
+-122.37,37.93,45.0,3150.0,756.0,1798.0,749.0,1.75,37900.0,NEAR BAY
+-122.38,37.91,18.0,3507.0,711.0,1224.0,676.0,5.0524,269800.0,NEAR BAY
+-122.42,37.93,47.0,3453.0,779.0,1353.0,728.0,4.016,274500.0,NEAR BAY
+-122.41,37.94,52.0,154.0,33.0,89.0,38.0,3.2875,275000.0,NEAR BAY
+-122.34,37.93,30.0,2515.0,481.0,1327.0,428.0,2.1287,95000.0,NEAR BAY
+-122.35,37.93,39.0,2002.0,416.0,1166.0,395.0,1.7257,91500.0,NEAR BAY
+-122.36,37.93,44.0,1891.0,449.0,1047.0,432.0,1.7727,86100.0,NEAR BAY
+-122.36,37.93,42.0,1796.0,389.0,1107.0,372.0,1.9375,87000.0,NEAR BAY
+-122.37,37.93,37.0,709.0,190.0,644.0,174.0,0.8641,84200.0,NEAR BAY
+-122.33,37.91,36.0,1954.0,513.0,1437.0,440.0,1.125,93800.0,NEAR BAY
+-122.35,37.92,36.0,921.0,200.0,585.0,236.0,1.9224,94000.0,NEAR BAY
+-122.36,37.92,52.0,215.0,41.0,126.0,43.0,1.3929,104200.0,NEAR BAY
+-122.35,37.91,4.0,2851.0,798.0,1285.0,712.0,4.2895,186800.0,NEAR BAY
+-122.33,37.93,34.0,2326.0,471.0,1356.0,441.0,2.3475,90300.0,NEAR BAY
+-122.33,37.93,27.0,2158.0,424.0,1220.0,442.0,3.0156,111500.0,NEAR BAY
+-122.34,37.93,32.0,2389.0,652.0,1672.0,584.0,1.4423,88300.0,NEAR BAY
+-122.34,37.93,45.0,2225.0,486.0,1304.0,459.0,2.64,112100.0,NEAR BAY
+-122.35,37.93,41.0,268.0,75.0,198.0,82.0,3.2222,156300.0,NEAR BAY
+-122.32,37.92,29.0,2304.0,399.0,1377.0,454.0,5.0187,140600.0,NEAR BAY
+-122.33,37.92,26.0,3887.0,779.0,2512.0,740.0,2.2301,122400.0,NEAR BAY
+-122.32,37.92,28.0,4649.0,977.0,2606.0,953.0,3.2674,129100.0,NEAR BAY
+-122.32,37.91,34.0,2669.0,647.0,1341.0,555.0,2.6399,119600.0,NEAR BAY
+-122.31,37.91,39.0,2955.0,696.0,1417.0,682.0,2.7628,167800.0,NEAR BAY
+-122.31,37.91,43.0,2549.0,511.0,1060.0,528.0,3.6417,178400.0,NEAR BAY
+-122.31,37.91,45.0,3924.0,834.0,1992.0,773.0,4.1146,177800.0,NEAR BAY
+-122.31,37.93,39.0,2505.0,371.0,872.0,345.0,5.3433,286500.0,NEAR BAY
+-122.31,37.93,36.0,2403.0,408.0,917.0,404.0,5.0399,253400.0,NEAR BAY
+-122.32,37.93,40.0,3056.0,489.0,1103.0,481.0,5.1067,247300.0,NEAR BAY
+-122.32,37.94,47.0,1911.0,283.0,697.0,275.0,6.2712,267700.0,NEAR BAY
+-122.3,37.92,32.0,3943.0,605.0,1524.0,614.0,6.0677,321600.0,NEAR BAY
+-122.29,37.92,35.0,583.0,88.0,235.0,84.0,5.943,288200.0,NEAR BAY
+-122.29,37.92,32.0,1736.0,234.0,602.0,231.0,6.516,401000.0,NEAR BAY
+-122.3,37.93,34.0,2254.0,357.0,715.0,306.0,4.5,304000.0,NEAR BAY
+-122.31,37.93,36.0,1526.0,256.0,696.0,263.0,3.5089,261900.0,NEAR BAY
+-122.32,37.93,33.0,296.0,73.0,216.0,63.0,2.675,22500.0,NEAR BAY
+-122.31,37.92,30.0,1014.0,236.0,537.0,204.0,2.8456,183300.0,NEAR BAY
+-122.31,37.92,38.0,1250.0,236.0,631.0,279.0,3.724,220100.0,NEAR BAY
+-122.31,37.92,12.0,1895.0,600.0,983.0,519.0,2.5,195800.0,NEAR BAY
+-122.32,37.92,22.0,1119.0,220.0,565.0,199.0,3.3594,186900.0,NEAR BAY
+-122.31,37.92,43.0,2116.0,407.0,900.0,361.0,4.1587,212200.0,NEAR BAY
+-122.3,37.92,33.0,1615.0,271.0,710.0,285.0,4.0804,239000.0,NEAR BAY
+-122.31,37.91,31.0,1432.0,348.0,681.0,348.0,2.7243,218100.0,NEAR BAY
+-122.3,37.91,39.0,2686.0,569.0,1159.0,559.0,2.9441,200400.0,NEAR BAY
+-122.3,37.91,40.0,2866.0,617.0,1305.0,589.0,3.6321,209100.0,NEAR BAY
+-122.3,37.9,37.0,2125.0,489.0,912.0,462.0,2.9219,217200.0,NEAR BAY
+-122.3,37.9,41.0,2053.0,435.0,873.0,415.0,3.4091,223000.0,NEAR BAY
+-122.3,37.9,35.0,1102.0,308.0,688.0,303.0,2.3946,141700.0,NEAR BAY
+-122.3,37.9,30.0,1772.0,471.0,880.0,437.0,2.2672,162500.0,NEAR BAY
+-122.29,37.92,36.0,1450.0,235.0,568.0,234.0,6.0,311400.0,NEAR BAY
+-122.29,37.91,38.0,2591.0,424.0,905.0,378.0,5.1691,263200.0,NEAR BAY
+-122.29,37.91,46.0,2085.0,346.0,748.0,354.0,4.0536,262000.0,NEAR BAY
+-122.29,37.91,40.0,2085.0,329.0,796.0,339.0,5.5357,273700.0,NEAR BAY
+-122.29,37.9,52.0,2657.0,500.0,1131.0,489.0,4.4286,234900.0,NEAR BAY
+-122.28,37.91,38.0,2501.0,348.0,805.0,329.0,6.5576,358500.0,NEAR BAY
+-122.28,37.9,49.0,3191.0,516.0,1148.0,507.0,6.3538,333700.0,NEAR BAY
+-122.28,37.9,52.0,1369.0,249.0,490.0,248.0,4.1212,287500.0,NEAR BAY
+-122.28,37.91,41.0,3009.0,482.0,1053.0,490.0,5.828,324400.0,NEAR BAY
+-122.27,37.91,47.0,1930.0,315.0,692.0,296.0,6.3669,315500.0,NEAR BAY
+-122.28,37.91,48.0,2083.0,298.0,685.0,286.0,7.3089,331200.0,NEAR BAY
+-124.17,41.8,16.0,2739.0,480.0,1259.0,436.0,3.7557,109400.0,NEAR OCEAN
+-124.3,41.8,19.0,2672.0,552.0,1298.0,478.0,1.9797,85800.0,NEAR OCEAN
+-124.23,41.75,11.0,3159.0,616.0,1343.0,479.0,2.4805,73200.0,NEAR OCEAN
+-124.21,41.77,17.0,3461.0,722.0,1947.0,647.0,2.5795,68400.0,NEAR OCEAN
+-124.19,41.78,15.0,3140.0,714.0,1645.0,640.0,1.6654,74600.0,NEAR OCEAN
+-124.22,41.73,28.0,3003.0,699.0,1530.0,653.0,1.7038,78300.0,NEAR OCEAN
+-124.21,41.75,20.0,3810.0,787.0,1993.0,721.0,2.0074,66900.0,NEAR OCEAN
+-124.17,41.76,20.0,2673.0,538.0,1282.0,514.0,2.4605,105900.0,NEAR OCEAN
+-124.16,41.74,15.0,2715.0,569.0,1532.0,530.0,2.1829,69500.0,NEAR OCEAN
+-124.14,41.95,21.0,2696.0,578.0,1208.0,494.0,2.275,122400.0,NEAR OCEAN
+-124.16,41.92,19.0,1668.0,324.0,841.0,283.0,2.1336,75000.0,NEAR OCEAN
+-124.3,41.84,17.0,2677.0,531.0,1244.0,456.0,3.0313,103600.0,NEAR OCEAN
+-124.15,41.81,17.0,3276.0,628.0,3546.0,585.0,2.2868,103100.0,NEAR OCEAN
+-123.91,41.68,22.0,1880.0,360.0,743.0,314.0,2.9688,152700.0,<1H OCEAN
+-123.83,41.88,18.0,1504.0,357.0,660.0,258.0,3.13,116700.0,<1H OCEAN
+-123.92,41.54,22.0,2920.0,636.0,1382.0,499.0,2.0202,71100.0,NEAR OCEAN
+-119.94,38.96,20.0,1451.0,386.0,467.0,255.0,1.5536,212500.0,INLAND
+-119.95,38.95,8.0,430.0,107.0,36.0,18.0,2.625,187500.0,INLAND
+-119.95,38.95,22.0,1058.0,352.0,851.0,269.0,2.02,87500.0,INLAND
+-119.95,38.95,21.0,2046.0,580.0,952.0,353.0,1.7245,92200.0,INLAND
+-119.94,38.95,25.0,1789.0,536.0,1134.0,396.0,2.32,91300.0,INLAND
+-119.95,38.94,24.0,2180.0,517.0,755.0,223.0,2.5875,173400.0,INLAND
+-119.93,38.94,27.0,1709.0,408.0,97.0,44.0,2.4917,200000.0,INLAND
+-119.97,38.94,26.0,1485.0,334.0,406.0,180.0,1.9667,84600.0,INLAND
+-119.97,38.93,24.0,856.0,185.0,388.0,108.0,3.1806,107200.0,INLAND
+-119.98,38.96,25.0,2443.0,444.0,868.0,342.0,3.5417,114800.0,INLAND
+-119.96,38.94,19.0,1429.0,292.0,585.0,188.0,2.2589,131600.0,INLAND
+-119.96,38.94,27.0,1492.0,393.0,717.0,254.0,1.8906,104200.0,INLAND
+-119.96,38.93,22.0,2731.0,632.0,1215.0,483.0,2.83,110500.0,INLAND
+-119.94,38.92,24.0,1258.0,216.0,235.0,96.0,4.6,136800.0,INLAND
+-119.98,38.94,25.0,1339.0,328.0,503.0,219.0,1.9018,109700.0,INLAND
+-119.98,38.94,23.0,1564.0,298.0,339.0,147.0,4.0417,99300.0,INLAND
+-119.99,38.94,24.0,1216.0,289.0,421.0,185.0,3.1625,103600.0,INLAND
+-119.99,38.94,22.0,3119.0,640.0,786.0,351.0,3.0806,118500.0,INLAND
+-119.99,38.93,23.0,1882.0,414.0,673.0,277.0,2.9091,141900.0,INLAND
+-119.98,38.93,28.0,1194.0,272.0,494.0,203.0,2.3281,85800.0,INLAND
+-119.98,38.93,25.0,1262.0,293.0,534.0,226.0,2.6607,90400.0,INLAND
+-119.98,38.92,27.0,2682.0,606.0,1010.0,399.0,3.15,86900.0,INLAND
+-119.98,38.92,28.0,1408.0,312.0,522.0,221.0,2.0708,89600.0,INLAND
+-120.0,38.93,17.0,8005.0,1382.0,999.0,383.0,3.9722,313400.0,INLAND
+-120.01,38.93,22.0,3080.0,610.0,1045.0,425.0,2.996,126100.0,INLAND
+-120.0,38.92,17.0,1106.0,207.0,466.0,180.0,3.3295,126600.0,INLAND
+-120.0,38.92,26.0,529.0,116.0,191.0,83.0,3.5,103600.0,INLAND
+-120.01,38.92,23.0,964.0,246.0,485.0,198.0,1.7188,96100.0,INLAND
+-120.01,38.92,25.0,1758.0,357.0,689.0,278.0,2.675,104200.0,INLAND
+-120.02,38.91,22.0,2138.0,493.0,829.0,330.0,2.2056,107200.0,INLAND
+-120.02,38.92,24.0,1194.0,246.0,414.0,151.0,3.2396,101900.0,INLAND
+-120.01,38.91,27.0,968.0,191.0,283.0,143.0,2.0938,94400.0,INLAND
+-120.01,38.91,17.0,2732.0,609.0,1005.0,499.0,1.9851,86700.0,INLAND
+-120.01,38.89,24.0,1669.0,422.0,589.0,281.0,3.0089,100800.0,INLAND
+-120.0,38.9,21.0,1653.0,419.0,737.0,308.0,1.9727,114100.0,INLAND
+-119.99,38.88,17.0,2807.0,529.0,675.0,251.0,2.7457,107800.0,INLAND
+-119.98,38.9,16.0,3109.0,572.0,885.0,334.0,3.5,134700.0,INLAND
+-119.92,38.91,15.0,3831.0,625.0,984.0,328.0,5.0718,162500.0,INLAND
+-120.0,38.87,12.0,1437.0,268.0,395.0,144.0,4.225,127600.0,INLAND
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+-120.51,36.86,21.0,1779.0,399.0,1446.0,371.0,2.4414,71900.0,INLAND
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+-122.2,39.52,39.0,2551.0,482.0,1181.0,437.0,2.0625,63400.0,INLAND
+-122.2,39.51,37.0,2358.0,413.0,1060.0,424.0,2.8333,69700.0,INLAND
+-122.19,39.5,23.0,462.0,97.0,261.0,90.0,2.1705,53000.0,INLAND
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+-122.1,39.47,43.0,1320.0,215.0,512.0,197.0,2.4917,77100.0,INLAND
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+-124.17,40.8,52.0,661.0,316.0,392.0,244.0,0.957,60000.0,NEAR OCEAN
+-124.16,40.8,52.0,2416.0,618.0,1150.0,571.0,1.7308,80500.0,NEAR OCEAN
+-124.16,40.79,52.0,1264.0,277.0,591.0,284.0,1.7778,76900.0,NEAR OCEAN
+-124.17,40.8,52.0,1606.0,419.0,891.0,367.0,1.585,75500.0,NEAR OCEAN
+-124.17,40.8,52.0,1557.0,344.0,758.0,319.0,1.8529,62500.0,NEAR OCEAN
+-124.16,40.79,52.0,2148.0,421.0,975.0,430.0,2.2566,92700.0,NEAR OCEAN
+-124.16,40.78,50.0,2285.0,403.0,837.0,353.0,2.5417,85400.0,NEAR OCEAN
+-124.17,40.78,39.0,1606.0,330.0,731.0,327.0,1.6369,68300.0,NEAR OCEAN
+-124.19,40.78,37.0,1371.0,319.0,640.0,260.0,1.8242,70000.0,NEAR OCEAN
+-124.18,40.79,39.0,1836.0,352.0,883.0,337.0,1.745,70500.0,NEAR OCEAN
+-124.18,40.79,40.0,1398.0,311.0,788.0,279.0,1.4668,64600.0,NEAR OCEAN
+-124.17,40.79,43.0,2285.0,479.0,1169.0,482.0,1.9688,70500.0,NEAR OCEAN
+-124.16,40.78,43.0,2241.0,446.0,932.0,395.0,2.9038,82000.0,NEAR OCEAN
+-124.16,40.77,35.0,2141.0,438.0,1053.0,434.0,2.8529,85600.0,NEAR OCEAN
+-124.17,40.77,30.0,1895.0,366.0,990.0,359.0,2.2227,81300.0,NEAR OCEAN
+-124.18,40.78,37.0,1453.0,293.0,867.0,310.0,2.5536,70200.0,NEAR OCEAN
+-124.18,40.78,33.0,1076.0,222.0,656.0,236.0,2.5096,72200.0,NEAR OCEAN
+-124.18,40.78,34.0,1592.0,364.0,950.0,317.0,2.1607,67000.0,NEAR OCEAN
+-124.17,40.75,13.0,2171.0,339.0,951.0,353.0,4.8516,116100.0,NEAR OCEAN
+-124.17,40.76,26.0,1776.0,361.0,992.0,380.0,2.8056,82800.0,NEAR OCEAN
+-124.19,40.77,30.0,2975.0,634.0,1367.0,583.0,2.442,69000.0,NEAR OCEAN
+-124.15,40.81,50.0,340.0,74.0,235.0,83.0,1.75,67500.0,NEAR OCEAN
+-124.14,40.8,32.0,1373.0,312.0,872.0,306.0,2.5,72600.0,NEAR OCEAN
+-124.15,40.8,47.0,1486.0,335.0,765.0,329.0,1.755,74100.0,NEAR OCEAN
+-124.16,40.8,52.0,2167.0,480.0,908.0,451.0,1.6111,74700.0,NEAR OCEAN
+-124.16,40.8,52.0,1703.0,500.0,952.0,435.0,1.1386,74100.0,NEAR OCEAN
+-124.14,40.79,38.0,1552.0,290.0,873.0,291.0,2.4896,81000.0,NEAR OCEAN
+-124.15,40.78,41.0,2127.0,358.0,911.0,349.0,3.1711,104200.0,NEAR OCEAN
+-124.16,40.78,46.0,1975.0,346.0,791.0,349.0,3.8,81800.0,NEAR OCEAN
+-124.16,40.79,46.0,3042.0,597.0,1206.0,541.0,2.1135,90600.0,NEAR OCEAN
+-124.15,40.79,37.0,2692.0,488.0,1263.0,486.0,3.0216,86400.0,NEAR OCEAN
+-124.14,40.78,35.0,2426.0,423.0,982.0,432.0,3.4219,92800.0,NEAR OCEAN
+-124.14,40.77,27.0,3046.0,605.0,1407.0,571.0,2.9143,99600.0,NEAR OCEAN
+-124.15,40.76,24.0,2858.0,511.0,1388.0,512.0,3.375,100600.0,NEAR OCEAN
+-124.15,40.78,36.0,2112.0,374.0,829.0,368.0,3.3984,90000.0,NEAR OCEAN
+-124.11,40.81,23.0,959.0,212.0,425.0,175.0,2.5536,96100.0,NEAR OCEAN
+-124.13,40.78,34.0,2142.0,420.0,1056.0,382.0,2.1101,86900.0,NEAR OCEAN
+-124.13,40.8,31.0,2152.0,462.0,1259.0,420.0,2.2478,81100.0,NEAR OCEAN
+-124.13,40.79,29.0,2474.0,453.0,1130.0,427.0,2.8833,83000.0,NEAR OCEAN
+-124.13,40.79,32.0,2017.0,359.0,855.0,346.0,3.5833,92800.0,NEAR OCEAN
+-124.06,40.86,34.0,4183.0,,1891.0,669.0,3.2216,98100.0,NEAR OCEAN
+-124.05,40.85,31.0,2414.0,428.0,1005.0,401.0,3.5156,143000.0,NEAR OCEAN
+-124.02,40.8,22.0,2588.0,435.0,1198.0,442.0,3.9792,133900.0,<1H OCEAN
+-124.08,40.86,18.0,1287.0,484.0,805.0,502.0,1.1157,150000.0,NEAR OCEAN
+-124.09,40.86,25.0,1322.0,387.0,794.0,379.0,1.1742,75000.0,NEAR OCEAN
+-124.09,40.87,44.0,692.0,206.0,398.0,211.0,1.1576,87500.0,NEAR OCEAN
+-124.07,40.87,47.0,1765.0,326.0,796.0,333.0,2.2138,99200.0,NEAR OCEAN
+-124.08,40.87,29.0,1710.0,469.0,990.0,425.0,1.1479,101100.0,NEAR OCEAN
+-124.09,40.88,50.0,921.0,187.0,420.0,187.0,2.2188,105800.0,NEAR OCEAN
+-124.07,40.87,31.0,334.0,134.0,780.0,130.0,0.7684,153100.0,NEAR OCEAN
+-124.15,40.88,33.0,2235.0,506.0,1165.0,441.0,1.725,57500.0,NEAR OCEAN
+-124.1,40.88,35.0,2987.0,578.0,1581.0,585.0,2.0657,81100.0,NEAR OCEAN
+-124.09,40.88,31.0,1982.0,495.0,1052.0,467.0,1.5326,74100.0,NEAR OCEAN
+-124.09,40.88,26.0,2683.0,555.0,1353.0,526.0,2.4321,82100.0,NEAR OCEAN
+-124.1,40.9,18.0,4032.0,798.0,1948.0,775.0,2.7321,92600.0,NEAR OCEAN
+-124.23,40.81,52.0,1112.0,209.0,544.0,172.0,3.3462,50800.0,NEAR OCEAN
+-124.06,40.88,12.0,2087.0,424.0,1603.0,438.0,2.5667,139500.0,NEAR OCEAN
+-123.74,40.66,25.0,2395.0,431.0,983.0,375.0,3.0469,136000.0,<1H OCEAN
+-124.08,40.91,13.0,2522.0,719.0,1381.0,628.0,1.6667,78800.0,NEAR OCEAN
+-123.76,41.03,24.0,2386.0,565.0,1058.0,414.0,2.0644,79800.0,<1H OCEAN
+-123.85,41.32,31.0,938.0,238.0,425.0,157.0,1.0486,36700.0,<1H OCEAN
+-123.72,41.09,19.0,1970.0,431.0,1166.0,363.0,1.8208,50000.0,<1H OCEAN
+-123.63,41.11,19.0,1797.0,384.0,1033.0,327.0,1.4911,59200.0,<1H OCEAN
+-123.66,41.3,22.0,1580.0,372.0,686.0,264.0,1.8065,62700.0,<1H OCEAN
+-123.52,41.01,17.0,1564.0,345.0,517.0,222.0,2.1542,83800.0,INLAND
+-124.08,41.36,29.0,1029.0,239.0,509.0,196.0,2.0156,62800.0,NEAR OCEAN
+-124.06,41.13,22.0,3263.0,799.0,1384.0,578.0,2.4708,119400.0,NEAR OCEAN
+-124.14,41.06,32.0,1020.0,215.0,421.0,198.0,3.0208,143400.0,NEAR OCEAN
+-124.1,41.04,26.0,1633.0,380.0,890.0,370.0,1.9741,97900.0,NEAR OCEAN
+-124.01,40.97,21.0,1513.0,319.0,943.0,301.0,3.538,102700.0,<1H OCEAN
+-124.0,40.92,29.0,1429.0,,672.0,266.0,2.9485,98800.0,<1H OCEAN
+-124.01,40.89,28.0,1470.0,336.0,811.0,314.0,2.4559,75600.0,<1H OCEAN
+-123.98,40.88,41.0,1719.0,372.0,844.0,336.0,2.6923,84200.0,<1H OCEAN
+-123.88,40.93,28.0,1272.0,259.0,519.0,220.0,3.2891,106300.0,<1H OCEAN
+-124.16,41.02,23.0,1672.0,385.0,1060.0,390.0,2.1726,75500.0,NEAR OCEAN
+-124.08,40.99,18.0,3297.0,662.0,1554.0,578.0,2.6847,111300.0,NEAR OCEAN
+-124.16,40.95,20.0,1075.0,214.0,529.0,196.0,3.1406,96000.0,NEAR OCEAN
+-124.11,40.95,19.0,1734.0,365.0,866.0,342.0,2.96,81700.0,NEAR OCEAN
+-124.09,40.95,18.0,2250.0,484.0,1248.0,472.0,2.5893,99600.0,NEAR OCEAN
+-124.11,40.93,25.0,2392.0,474.0,1298.0,461.0,3.5076,73600.0,NEAR OCEAN
+-124.11,40.93,17.0,1661.0,329.0,948.0,357.0,2.7639,90200.0,NEAR OCEAN
+-124.08,40.94,18.0,1550.0,345.0,941.0,335.0,2.3147,70100.0,NEAR OCEAN
+-124.09,40.92,12.0,2497.0,491.0,1153.0,462.0,2.8182,126900.0,NEAR OCEAN
+-124.05,40.94,14.0,1452.0,217.0,516.0,181.0,5.0329,165600.0,NEAR OCEAN
+-124.1,40.95,17.0,1485.0,345.0,823.0,316.0,1.8993,78400.0,NEAR OCEAN
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+-118.41,33.97,44.0,2789.0,503.0,3732.0,474.0,4.6176,352300.0,<1H OCEAN
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+-118.43,33.96,38.0,1104.0,216.0,415.0,163.0,6.1985,422000.0,<1H OCEAN
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+-118.44,33.96,33.0,2799.0,491.0,978.0,447.0,5.6435,500001.0,<1H OCEAN
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+-118.43,33.96,16.0,14891.0,3984.0,6270.0,3595.0,5.1064,283200.0,<1H OCEAN
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+-118.38,33.97,42.0,1859.0,337.0,813.0,326.0,6.019,294500.0,<1H OCEAN
+-118.38,33.96,44.0,2395.0,458.0,1287.0,450.0,4.6923,299000.0,<1H OCEAN
+-118.38,33.95,35.0,3259.0,967.0,2003.0,920.0,3.2708,400000.0,<1H OCEAN
+-118.38,33.95,29.0,1821.0,588.0,1397.0,523.0,2.5833,187500.0,<1H OCEAN
+-118.37,33.95,5.0,6955.0,2062.0,3591.0,1566.0,3.111,247600.0,<1H OCEAN
+-118.4,33.96,44.0,1138.0,228.0,497.0,228.0,4.1852,303300.0,<1H OCEAN
+-118.41,33.96,15.0,412.0,128.0,310.0,137.0,3.9792,266700.0,<1H OCEAN
+-118.41,33.96,32.0,1044.0,219.0,567.0,222.0,4.1471,284400.0,<1H OCEAN
+-118.41,33.94,45.0,2038.0,394.0,1086.0,387.0,4.7375,289600.0,<1H OCEAN
+-118.45,33.96,24.0,3097.0,791.0,1075.0,639.0,5.723,500001.0,<1H OCEAN
+-118.45,33.96,36.0,2723.0,547.0,1090.0,519.0,6.3267,500001.0,<1H OCEAN
+-118.44,33.95,37.0,2076.0,332.0,771.0,327.0,6.2551,500001.0,<1H OCEAN
+-118.28,33.92,37.0,1761.0,409.0,1309.0,357.0,2.1875,175900.0,<1H OCEAN
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+-118.29,33.91,41.0,2475.0,532.0,1416.0,470.0,3.8372,156400.0,<1H OCEAN
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+-118.29,33.92,23.0,2503.0,532.0,1735.0,505.0,2.7368,162800.0,<1H OCEAN
+-118.28,33.88,19.0,2758.0,675.0,2047.0,591.0,2.6618,179700.0,<1H OCEAN
+-118.29,33.88,32.0,2307.0,493.0,1754.0,528.0,4.317,232800.0,<1H OCEAN
+-118.29,33.88,27.0,2082.0,612.0,2009.0,548.0,2.9063,184100.0,<1H OCEAN
+-118.29,33.89,35.0,2810.0,614.0,1578.0,601.0,3.59,200600.0,<1H OCEAN
+-118.29,33.87,32.0,1700.0,340.0,864.0,317.0,4.381,238700.0,<1H OCEAN
+-118.3,33.86,35.0,2016.0,365.0,1083.0,369.0,5.1727,230200.0,<1H OCEAN
+-118.3,33.86,35.0,1511.0,274.0,853.0,308.0,4.9792,251300.0,<1H OCEAN
+-118.29,33.85,10.0,1391.0,420.0,1378.0,377.0,1.9049,222200.0,<1H OCEAN
+-118.31,33.84,5.0,3559.0,869.0,2965.0,794.0,2.6491,216700.0,<1H OCEAN
+-118.3,33.84,36.0,1428.0,268.0,825.0,250.0,4.7222,239600.0,<1H OCEAN
+-118.3,33.84,37.0,1241.0,226.0,621.0,255.0,4.9196,232400.0,<1H OCEAN
+-118.3,33.85,38.0,123.0,36.0,142.0,40.0,2.3942,200000.0,<1H OCEAN
+-118.3,33.83,31.0,2693.0,661.0,1598.0,618.0,3.1851,240200.0,<1H OCEAN
+-118.3,33.83,33.0,2716.0,660.0,1807.0,661.0,3.5473,226300.0,<1H OCEAN
+-118.31,33.83,27.0,2880.0,802.0,2083.0,727.0,2.9619,223400.0,<1H OCEAN
+-118.3,33.82,35.0,1499.0,340.0,1141.0,326.0,2.6136,213600.0,<1H OCEAN
+-118.3,33.82,26.0,2080.0,560.0,2096.0,506.0,2.8106,184400.0,<1H OCEAN
+-118.3,33.82,25.0,2659.0,765.0,2629.0,726.0,2.6368,175900.0,<1H OCEAN
+-118.3,33.81,17.0,5544.0,1068.0,3008.0,1038.0,5.322,282700.0,<1H OCEAN
+-118.3,33.8,27.0,2790.0,513.0,1498.0,519.0,5.3106,268300.0,<1H OCEAN
+-118.31,33.8,30.0,3096.0,757.0,2048.0,704.0,3.125,233300.0,<1H OCEAN
+-118.3,33.79,35.0,2793.0,686.0,2255.0,682.0,3.0057,235300.0,<1H OCEAN
+-118.3,33.79,9.0,2782.0,884.0,1790.0,748.0,2.9154,203300.0,<1H OCEAN
+-118.3,33.79,13.0,3569.0,924.0,2159.0,880.0,3.163,224200.0,<1H OCEAN
+-118.3,33.78,35.0,2572.0,504.0,1172.0,519.0,4.6207,304100.0,<1H OCEAN
+-118.26,33.8,41.0,2004.0,481.0,1658.0,456.0,3.1779,171100.0,<1H OCEAN
+-118.25,33.8,36.0,1697.0,394.0,1274.0,396.0,3.35,163100.0,<1H OCEAN
+-118.26,33.79,30.0,1291.0,230.0,835.0,215.0,5.5,181500.0,<1H OCEAN
+-118.25,33.79,32.0,1205.0,340.0,1799.0,370.0,2.375,128000.0,NEAR OCEAN
+-118.24,33.8,28.0,636.0,169.0,788.0,143.0,3.6161,131300.0,NEAR OCEAN
+-118.23,33.8,26.0,239.0,135.0,165.0,112.0,1.3333,187500.0,NEAR OCEAN
+-118.27,33.8,38.0,1446.0,327.0,980.0,319.0,3.35,177700.0,<1H OCEAN
+-118.27,33.79,36.0,2218.0,561.0,1789.0,527.0,3.1613,182300.0,<1H OCEAN
+-118.27,33.79,39.0,1513.0,365.0,1227.0,354.0,3.3929,184600.0,<1H OCEAN
+-118.28,33.8,38.0,1471.0,329.0,1207.0,335.0,4.0,165500.0,<1H OCEAN
+-118.28,33.79,28.0,1895.0,420.0,1422.0,389.0,4.3816,191300.0,<1H OCEAN
+-118.28,33.79,36.0,1989.0,458.0,1668.0,455.0,3.3009,168000.0,<1H OCEAN
+-118.28,33.78,20.0,2233.0,591.0,1915.0,558.0,3.2011,169100.0,<1H OCEAN
+-118.29,33.79,10.0,3708.0,1016.0,2855.0,948.0,2.0,165400.0,<1H OCEAN
+-118.29,33.79,16.0,1867.0,571.0,951.0,498.0,3.3427,154200.0,<1H OCEAN
+-118.3,33.79,21.0,1068.0,283.0,1180.0,274.0,2.5,157500.0,<1H OCEAN
+-118.3,33.8,8.0,1115.0,412.0,1472.0,396.0,3.1392,146200.0,<1H OCEAN
+-118.27,33.79,31.0,1535.0,369.0,1291.0,340.0,2.9375,174000.0,<1H OCEAN
+-118.26,33.78,27.0,1672.0,491.0,1723.0,462.0,2.0458,174500.0,NEAR OCEAN
+-118.27,33.79,26.0,2109.0,651.0,2120.0,605.0,2.1447,158700.0,<1H OCEAN
+-118.27,33.79,39.0,1417.0,359.0,1450.0,367.0,2.8462,172000.0,<1H OCEAN
+-118.25,33.79,34.0,1349.0,371.0,1716.0,380.0,2.7143,138100.0,NEAR OCEAN
+-118.25,33.79,38.0,1730.0,460.0,1724.0,424.0,2.7308,150400.0,NEAR OCEAN
+-118.25,33.79,39.0,981.0,286.0,1183.0,298.0,1.9208,139800.0,NEAR OCEAN
+-118.26,33.78,21.0,2188.0,706.0,2265.0,652.0,1.9923,164700.0,NEAR OCEAN
+-118.26,33.79,42.0,1162.0,264.0,1044.0,241.0,3.5488,205600.0,<1H OCEAN
+-118.23,33.78,20.0,59.0,24.0,69.0,23.0,2.5588,350000.0,NEAR OCEAN
+-118.26,33.78,35.0,1239.0,473.0,1524.0,387.0,2.0956,154700.0,NEAR OCEAN
+-118.25,33.78,32.0,296.0,139.0,511.0,133.0,1.4444,182100.0,NEAR OCEAN
+-118.24,33.78,24.0,574.0,173.0,784.0,162.0,2.25,152300.0,NEAR OCEAN
+-118.26,33.78,36.0,2191.0,739.0,2931.0,692.0,2.1311,163100.0,NEAR OCEAN
+-118.26,33.77,36.0,886.0,253.0,809.0,219.0,2.4545,164200.0,NEAR OCEAN
+-118.27,33.77,26.0,2272.0,694.0,2567.0,595.0,1.9964,150600.0,NEAR OCEAN
+-118.27,33.78,21.0,3354.0,1174.0,4426.0,1110.0,2.5262,167300.0,<1H OCEAN
+-118.28,33.78,37.0,1212.0,304.0,1076.0,293.0,3.2115,160100.0,<1H OCEAN
+-118.27,33.77,39.0,1731.0,485.0,2115.0,478.0,1.5369,141300.0,NEAR OCEAN
+-118.27,33.76,46.0,22.0,11.0,32.0,7.0,3.125,112500.0,NEAR OCEAN
+-118.3,33.77,18.0,3821.0,795.0,2831.0,769.0,2.9571,346200.0,<1H OCEAN
+-118.3,33.76,18.0,9659.0,1716.0,4336.0,1674.0,5.7764,290500.0,<1H OCEAN
+-118.28,33.77,47.0,307.0,69.0,374.0,65.0,2.9063,146900.0,<1H OCEAN
+-118.28,33.75,41.0,1305.0,381.0,1384.0,369.0,2.45,186800.0,NEAR OCEAN
+-118.28,33.75,18.0,393.0,189.0,429.0,188.0,1.8393,187500.0,NEAR OCEAN
+-118.28,33.74,40.0,1751.0,512.0,1939.0,503.0,1.5394,200000.0,NEAR OCEAN
+-118.28,33.75,21.0,2442.0,719.0,1916.0,646.0,1.2276,208300.0,NEAR OCEAN
+-118.28,33.74,16.0,855.0,271.0,486.0,250.0,0.7591,350000.0,NEAR OCEAN
+-118.3,33.75,19.0,2356.0,440.0,1291.0,418.0,4.2308,416100.0,<1H OCEAN
+-118.3,33.76,6.0,6097.0,1270.0,2678.0,1226.0,5.1269,285200.0,<1H OCEAN
+-118.3,33.75,42.0,967.0,175.0,481.0,163.0,5.6611,265600.0,<1H OCEAN
+-118.3,33.75,48.0,1958.0,386.0,1098.0,380.0,4.625,273400.0,<1H OCEAN
+-118.3,33.74,47.0,2223.0,410.0,1163.0,413.0,4.4671,270800.0,NEAR OCEAN
+-118.31,33.74,36.0,2464.0,472.0,1111.0,457.0,4.5074,350000.0,NEAR OCEAN
+-118.31,33.74,22.0,5042.0,974.0,2260.0,935.0,4.3472,351200.0,NEAR OCEAN
+-118.29,33.75,27.0,1650.0,443.0,1359.0,386.0,2.5795,192400.0,NEAR OCEAN
+-118.3,33.75,23.0,1957.0,517.0,1454.0,526.0,3.5056,203100.0,<1H OCEAN
+-118.29,33.75,37.0,1319.0,292.0,766.0,285.0,2.7031,218900.0,NEAR OCEAN
+-118.29,33.74,29.0,1503.0,411.0,1368.0,390.0,2.1473,195300.0,NEAR OCEAN
+-118.29,33.74,52.0,1438.0,472.0,1018.0,399.0,2.2188,306700.0,NEAR OCEAN
+-118.29,33.74,41.0,1382.0,361.0,905.0,344.0,2.75,238300.0,NEAR OCEAN
+-118.29,33.74,30.0,2074.0,533.0,1311.0,531.0,2.0329,225800.0,NEAR OCEAN
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+-118.2,33.81,47.0,2347.0,437.0,1219.0,420.0,5.3096,209900.0,NEAR OCEAN
+-118.21,33.82,34.0,1719.0,398.0,1444.0,372.0,2.8438,139300.0,NEAR OCEAN
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+-118.21,33.81,40.0,1815.0,428.0,1807.0,413.0,3.0882,160700.0,NEAR OCEAN
+-118.21,33.82,33.0,1278.0,311.0,1157.0,320.0,3.5054,146800.0,NEAR OCEAN
+-118.22,33.82,30.0,1680.0,469.0,1779.0,429.0,3.6086,146300.0,NEAR OCEAN
+-118.21,33.82,45.0,455.0,92.0,394.0,89.0,4.9562,165700.0,NEAR OCEAN
+-118.21,33.82,43.0,1005.0,199.0,723.0,191.0,4.3424,162500.0,NEAR OCEAN
+-118.22,33.82,17.0,5357.0,1332.0,3030.0,1266.0,1.9311,138100.0,NEAR OCEAN
+-118.21,33.81,45.0,1693.0,337.0,1255.0,333.0,3.6923,159700.0,NEAR OCEAN
+-118.21,33.81,45.0,1816.0,398.0,1524.0,388.0,3.8586,157900.0,NEAR OCEAN
+-118.22,33.81,38.0,1486.0,359.0,1345.0,326.0,3.3988,147800.0,NEAR OCEAN
+-118.22,33.81,41.0,726.0,166.0,602.0,183.0,3.7885,156900.0,NEAR OCEAN
+-118.21,33.8,45.0,1160.0,274.0,1095.0,269.0,2.7308,139000.0,NEAR OCEAN
+-118.21,33.8,41.0,1251.0,279.0,1053.0,278.0,3.2778,150800.0,NEAR OCEAN
+-118.22,33.8,36.0,1285.0,347.0,1291.0,337.0,3.7708,157100.0,NEAR OCEAN
+-118.22,33.8,33.0,1984.0,477.0,1764.0,440.0,3.875,165100.0,NEAR OCEAN
+-118.22,33.79,28.0,3008.0,629.0,2537.0,596.0,2.3,137500.0,NEAR OCEAN
+-118.21,33.79,39.0,1598.0,458.0,1691.0,399.0,2.3605,141800.0,NEAR OCEAN
+-118.21,33.79,32.0,2020.0,613.0,2557.0,562.0,2.1397,145300.0,NEAR OCEAN
+-118.21,33.8,44.0,1387.0,280.0,984.0,302.0,4.25,143100.0,NEAR OCEAN
+-118.19,33.8,38.0,2010.0,595.0,1535.0,525.0,1.9848,160400.0,NEAR OCEAN
+-118.19,33.79,29.0,3497.0,1096.0,2994.0,919.0,1.8109,137500.0,NEAR OCEAN
+-118.2,33.79,47.0,767.0,195.0,569.0,195.0,2.9514,185200.0,NEAR OCEAN
+-118.2,33.79,48.0,2105.0,592.0,1807.0,539.0,2.7183,190400.0,NEAR OCEAN
+-118.2,33.79,47.0,2549.0,626.0,1388.0,606.0,3.0135,192700.0,NEAR OCEAN
+-118.2,33.8,52.0,1786.0,445.0,1090.0,430.0,2.8988,194900.0,NEAR OCEAN
+-118.19,33.8,41.0,2125.0,591.0,1604.0,555.0,2.9943,190600.0,NEAR OCEAN
+-118.2,33.8,42.0,4577.0,1146.0,2749.0,1094.0,2.5012,197500.0,NEAR OCEAN
+-118.2,33.8,45.0,2456.0,495.0,1300.0,450.0,3.9792,210200.0,NEAR OCEAN
+-118.2,33.8,52.0,1009.0,216.0,614.0,231.0,4.0074,200800.0,NEAR OCEAN
+-118.18,33.8,42.0,2301.0,621.0,2114.0,561.0,2.0579,132700.0,NEAR OCEAN
+-118.19,33.8,36.0,2326.0,729.0,2635.0,657.0,2.1985,141800.0,NEAR OCEAN
+-118.18,33.79,42.0,1571.0,435.0,1631.0,417.0,1.6384,128000.0,NEAR OCEAN
+-118.19,33.79,41.0,2114.0,612.0,2357.0,529.0,1.7938,142600.0,NEAR OCEAN
+-118.19,33.79,43.0,1823.0,600.0,2339.0,560.0,1.6792,130600.0,NEAR OCEAN
+-118.18,33.8,30.0,2734.0,758.0,2951.0,691.0,1.7689,117600.0,NEAR OCEAN
+-118.17,33.79,36.0,948.0,303.0,1042.0,301.0,1.55,100000.0,NEAR OCEAN
+-118.18,33.82,43.0,2210.0,469.0,1042.0,418.0,3.5,216700.0,NEAR OCEAN
+-118.18,33.81,27.0,471.0,132.0,315.0,96.0,1.75,154200.0,NEAR OCEAN
+-118.16,33.8,9.0,3564.0,835.0,1530.0,807.0,5.1806,175000.0,NEAR OCEAN
+-118.16,33.79,25.0,5463.0,1265.0,3010.0,1179.0,3.233,199100.0,NEAR OCEAN
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+-118.18,33.8,15.0,2407.0,589.0,1591.0,506.0,3.0513,148100.0,NEAR OCEAN
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+-118.13,33.83,45.0,3087.0,574.0,1474.0,567.0,5.5196,227600.0,<1H OCEAN
+-118.1,33.83,36.0,1408.0,250.0,702.0,251.0,4.875,222500.0,<1H OCEAN
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+-118.11,33.82,36.0,1999.0,390.0,887.0,379.0,3.8162,221900.0,<1H OCEAN
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+-118.11,33.83,37.0,1249.0,202.0,517.0,189.0,4.4196,223100.0,<1H OCEAN
+-118.11,33.83,36.0,1820.0,313.0,899.0,295.0,4.918,225200.0,<1H OCEAN
+-118.09,33.83,36.0,2734.0,448.0,1308.0,441.0,5.9265,227300.0,<1H OCEAN
+-118.1,33.82,36.0,2422.0,420.0,1193.0,421.0,4.8462,225700.0,<1H OCEAN
+-118.1,33.82,36.0,1930.0,354.0,915.0,328.0,5.2713,244400.0,<1H OCEAN
+-118.1,33.83,36.0,2000.0,343.0,956.0,352.0,5.3735,234400.0,<1H OCEAN
+-118.08,33.81,20.0,6295.0,937.0,2292.0,874.0,7.6084,402500.0,<1H OCEAN
+-118.09,33.82,36.0,2219.0,393.0,1042.0,396.0,5.2299,239800.0,<1H OCEAN
+-118.09,33.81,36.0,1878.0,323.0,846.0,325.0,7.1937,254400.0,<1H OCEAN
+-118.1,33.81,36.0,1111.0,184.0,444.0,177.0,3.7031,245300.0,<1H OCEAN
+-118.1,33.81,36.0,856.0,146.0,451.0,164.0,5.1993,246000.0,<1H OCEAN
+-118.11,33.81,36.0,1252.0,209.0,558.0,214.0,3.9722,235600.0,<1H OCEAN
+-118.11,33.82,37.0,1987.0,347.0,1095.0,357.0,4.3203,232800.0,<1H OCEAN
+-118.1,33.82,36.0,1946.0,346.0,871.0,336.0,5.2155,254800.0,<1H OCEAN
+-118.11,33.82,37.0,1756.0,345.0,836.0,335.0,4.375,218200.0,<1H OCEAN
+-118.12,33.81,36.0,2565.0,458.0,1155.0,443.0,4.6087,224600.0,<1H OCEAN
+-118.12,33.81,37.0,1798.0,331.0,860.0,340.0,4.2143,228500.0,<1H OCEAN
+-118.13,33.81,37.0,1013.0,199.0,493.0,183.0,4.7845,231400.0,<1H OCEAN
+-118.13,33.81,37.0,1228.0,237.0,572.0,242.0,4.325,223900.0,<1H OCEAN
+-118.13,33.82,37.0,1530.0,290.0,711.0,283.0,5.1795,225400.0,<1H OCEAN
+-118.13,33.82,36.0,665.0,114.0,273.0,112.0,3.7321,223700.0,<1H OCEAN
+-118.13,33.81,34.0,1903.0,343.0,928.0,349.0,5.395,241900.0,<1H OCEAN
+-118.13,33.81,36.0,1749.0,322.0,855.0,319.0,4.6473,227100.0,<1H OCEAN
+-118.13,33.8,36.0,1026.0,182.0,505.0,176.0,4.3438,233600.0,<1H OCEAN
+-118.13,33.8,36.0,1496.0,271.0,743.0,265.0,4.4312,226000.0,<1H OCEAN
+-118.13,33.8,41.0,1509.0,325.0,821.0,314.0,4.0893,223000.0,<1H OCEAN
+-118.15,33.8,44.0,1886.0,399.0,1167.0,372.0,3.1042,219800.0,NEAR OCEAN
+-118.12,33.81,36.0,1774.0,299.0,784.0,298.0,5.0447,249200.0,<1H OCEAN
+-118.12,33.81,36.0,1665.0,291.0,721.0,294.0,4.6875,250700.0,<1H OCEAN
+-118.12,33.8,35.0,1835.0,435.0,774.0,418.0,2.7092,256300.0,<1H OCEAN
+-118.12,33.8,36.0,1257.0,205.0,530.0,211.0,5.3701,251400.0,<1H OCEAN
+-118.11,33.8,36.0,1837.0,319.0,810.0,305.0,4.3897,235000.0,<1H OCEAN
+-118.11,33.79,36.0,1993.0,354.0,884.0,337.0,5.587,244900.0,<1H OCEAN
+-118.11,33.79,36.0,2223.0,370.0,1039.0,370.0,5.7942,257000.0,<1H OCEAN
+-118.09,33.81,36.0,1371.0,250.0,666.0,257.0,5.0795,243300.0,<1H OCEAN
+-118.09,33.8,36.0,1724.0,322.0,838.0,328.0,4.4831,253900.0,<1H OCEAN
+-118.11,33.8,36.0,1680.0,291.0,744.0,280.0,4.66,244800.0,<1H OCEAN
+-118.11,33.8,35.0,1034.0,180.0,444.0,177.0,5.4602,231600.0,<1H OCEAN
+-118.11,33.81,37.0,1694.0,280.0,776.0,271.0,6.2187,257900.0,<1H OCEAN
+-118.1,33.81,36.0,1962.0,325.0,786.0,315.0,5.62,239600.0,<1H OCEAN
+-118.1,33.8,37.0,1814.0,329.0,850.0,328.0,5.0574,240800.0,<1H OCEAN
+-118.09,33.79,36.0,4210.0,657.0,1911.0,631.0,5.8491,247300.0,<1H OCEAN
+-118.1,33.78,35.0,4466.0,740.0,2134.0,743.0,5.7389,251800.0,<1H OCEAN
+-118.1,33.79,35.0,2370.0,379.0,996.0,380.0,5.7368,287200.0,<1H OCEAN
+-118.1,33.79,36.0,3359.0,596.0,1522.0,565.0,5.1805,249400.0,<1H OCEAN
+-118.11,33.78,16.0,3985.0,567.0,1327.0,564.0,7.9767,500001.0,<1H OCEAN
+-118.13,33.79,29.0,2937.0,524.0,1132.0,528.0,4.6133,500001.0,NEAR OCEAN
+-118.13,33.78,31.0,3039.0,739.0,1199.0,697.0,3.7232,500001.0,NEAR OCEAN
+-118.13,33.79,36.0,1245.0,211.0,508.0,221.0,5.3441,480600.0,NEAR OCEAN
+-118.12,33.79,43.0,1471.0,301.0,767.0,311.0,4.3317,232400.0,<1H OCEAN
+-118.12,33.79,41.0,1762.0,314.0,738.0,300.0,4.1687,240700.0,<1H OCEAN
+-118.13,33.79,44.0,2153.0,375.0,947.0,364.0,5.0072,236200.0,NEAR OCEAN
+-118.13,33.79,45.0,2317.0,448.0,1057.0,428.0,4.375,234800.0,NEAR OCEAN
+-118.14,33.79,45.0,1519.0,263.0,681.0,267.0,4.6452,212500.0,NEAR OCEAN
+-118.13,33.79,20.0,6678.0,1797.0,3625.0,1599.0,3.7716,242900.0,NEAR OCEAN
+-118.14,33.8,43.0,2506.0,531.0,1230.0,543.0,3.4211,203900.0,NEAR OCEAN
+-118.15,33.79,5.0,3700.0,993.0,1657.0,848.0,3.7826,196300.0,NEAR OCEAN
+-118.14,33.79,23.0,2573.0,688.0,1478.0,604.0,3.4833,209400.0,NEAR OCEAN
+-118.14,33.79,44.0,2388.0,619.0,1461.0,592.0,3.1711,215400.0,NEAR OCEAN
+-118.14,33.78,44.0,2101.0,496.0,1038.0,500.0,3.108,217900.0,NEAR OCEAN
+-118.15,33.79,25.0,4013.0,1097.0,2297.0,969.0,3.0453,185900.0,NEAR OCEAN
+-118.15,33.78,17.0,1584.0,435.0,904.0,406.0,2.0875,181300.0,NEAR OCEAN
+-118.16,33.78,14.0,1709.0,558.0,1939.0,520.0,1.9808,139100.0,NEAR OCEAN
+-118.16,33.78,33.0,2048.0,585.0,2074.0,597.0,2.0156,152700.0,NEAR OCEAN
+-118.16,33.79,25.0,3742.0,1180.0,3916.0,1063.0,2.4,153700.0,NEAR OCEAN
+-118.16,33.79,26.0,3061.0,844.0,2135.0,769.0,2.875,164000.0,NEAR OCEAN
+-118.17,33.79,32.0,2171.0,672.0,3002.0,648.0,2.375,139700.0,NEAR OCEAN
+-118.17,33.79,30.0,1349.0,519.0,2646.0,552.0,1.9318,115900.0,NEAR OCEAN
+-118.18,33.78,36.0,1697.0,550.0,1379.0,434.0,1.2746,129700.0,NEAR OCEAN
+-118.18,33.79,27.0,1580.0,510.0,1896.0,448.0,2.0186,130000.0,NEAR OCEAN
+-118.17,33.79,28.0,1219.0,408.0,1816.0,348.0,1.7589,118300.0,NEAR OCEAN
+-118.18,33.79,20.0,1255.0,360.0,1201.0,318.0,1.2206,162500.0,NEAR OCEAN
+-118.19,33.78,29.0,1170.0,369.0,1398.0,373.0,2.2543,156300.0,NEAR OCEAN
+-118.19,33.79,37.0,1834.0,551.0,1967.0,476.0,2.137,126600.0,NEAR OCEAN
+-118.19,33.79,30.0,3107.0,994.0,3543.0,850.0,1.9387,141700.0,NEAR OCEAN
+-118.19,33.78,24.0,225.0,72.0,439.0,71.0,2.8533,137500.0,NEAR OCEAN
+-118.2,33.79,25.0,2851.0,968.0,3744.0,906.0,2.0675,116700.0,NEAR OCEAN
+-118.21,33.79,33.0,32.0,18.0,96.0,36.0,4.5938,112500.0,NEAR OCEAN
+-118.21,33.79,44.0,121.0,29.0,153.0,30.0,2.1964,150000.0,NEAR OCEAN
+-118.22,33.79,48.0,143.0,41.0,222.0,50.0,1.7,104200.0,NEAR OCEAN
+-118.23,33.76,21.0,49.0,14.0,29.0,16.0,5.0,87500.0,NEAR OCEAN
+-118.19,33.78,21.0,2741.0,1029.0,2924.0,969.0,1.3274,218800.0,NEAR OCEAN
+-118.19,33.78,35.0,1511.0,593.0,914.0,539.0,0.9318,187500.0,NEAR OCEAN
+-118.2,33.78,46.0,1889.0,651.0,1545.0,587.0,1.7064,175000.0,NEAR OCEAN
+-118.2,33.78,48.0,1766.0,497.0,1908.0,466.0,1.9872,168800.0,NEAR OCEAN
+-118.2,33.78,52.0,2662.0,893.0,3018.0,763.0,2.3305,162500.0,NEAR OCEAN
+-118.19,33.77,35.0,1574.0,603.0,820.0,514.0,1.2321,137500.0,NEAR OCEAN
+-118.2,33.77,40.0,2034.0,899.0,1257.0,797.0,1.2864,131300.0,NEAR OCEAN
+-118.2,33.77,24.0,2404.0,819.0,1566.0,753.0,1.5076,145800.0,NEAR OCEAN
+-118.2,33.77,22.0,1118.0,437.0,1190.0,399.0,1.9797,143800.0,NEAR OCEAN
+-118.2,33.77,52.0,1375.0,457.0,1089.0,317.0,2.2344,200000.0,NEAR OCEAN
+-118.2,33.77,41.0,1158.0,396.0,1209.0,336.0,2.7813,129200.0,NEAR OCEAN
+-118.2,33.77,42.0,517.0,233.0,995.0,212.0,2.225,106300.0,NEAR OCEAN
+-118.18,33.77,45.0,1434.0,627.0,735.0,518.0,1.5,162500.0,NEAR OCEAN
+-118.19,33.76,25.0,1442.0,392.0,632.0,385.0,4.6629,162500.0,NEAR OCEAN
+-118.19,33.77,52.0,1562.0,616.0,692.0,512.0,1.4048,200000.0,NEAR OCEAN
+-118.18,33.77,39.0,1645.0,547.0,1339.0,499.0,1.5536,155000.0,NEAR OCEAN
+-118.18,33.77,36.0,1833.0,688.0,1128.0,620.0,1.1483,112500.0,NEAR OCEAN
+-118.19,33.77,21.0,2103.0,727.0,1064.0,603.0,1.6178,137500.0,NEAR OCEAN
+-118.19,33.77,31.0,1711.0,691.0,1092.0,568.0,1.0714,150000.0,NEAR OCEAN
+-118.18,33.78,20.0,1852.0,556.0,1712.0,556.0,1.4565,152500.0,NEAR OCEAN
+-118.18,33.78,17.0,1419.0,436.0,1300.0,360.0,2.0769,100000.0,NEAR OCEAN
+-118.18,33.78,52.0,1180.0,381.0,1046.0,332.0,1.5603,162500.0,NEAR OCEAN
+-118.19,33.78,31.0,1648.0,484.0,898.0,457.0,1.5844,162500.0,NEAR OCEAN
+-118.19,33.78,8.0,992.0,393.0,694.0,331.0,2.5544,162500.0,NEAR OCEAN
+-118.19,33.78,29.0,1013.0,392.0,1083.0,316.0,1.8438,162500.0,NEAR OCEAN
+-118.19,33.78,42.0,1021.0,300.0,533.0,187.0,1.8036,175000.0,NEAR OCEAN
+-118.17,33.78,29.0,2920.0,962.0,3580.0,772.0,1.7393,140200.0,NEAR OCEAN
+-118.17,33.78,23.0,3768.0,1261.0,3940.0,1098.0,1.9647,186200.0,NEAR OCEAN
+-118.18,33.78,26.0,3042.0,1253.0,4812.0,1141.0,1.7701,146200.0,NEAR OCEAN
+-118.17,33.78,44.0,2364.0,746.0,3184.0,672.0,1.918,147500.0,NEAR OCEAN
+-118.17,33.77,36.0,2933.0,881.0,2077.0,838.0,2.2538,181300.0,NEAR OCEAN
+-118.17,33.77,45.0,2508.0,797.0,1340.0,720.0,2.6786,191100.0,NEAR OCEAN
+-118.17,33.77,38.0,2239.0,721.0,984.0,684.0,2.346,165600.0,NEAR OCEAN
+-118.17,33.77,39.0,2953.0,878.0,1379.0,785.0,2.1378,180400.0,NEAR OCEAN
+-118.17,33.77,12.0,4409.0,1401.0,3068.0,1262.0,2.2808,154700.0,NEAR OCEAN
+-118.18,33.77,29.0,1776.0,606.0,1391.0,488.0,1.1295,137500.0,NEAR OCEAN
+-118.18,33.77,30.0,1418.0,439.0,720.0,417.0,2.6371,159400.0,NEAR OCEAN
+-118.17,33.77,37.0,1127.0,327.0,492.0,331.0,2.675,241700.0,NEAR OCEAN
+-118.18,33.74,30.0,5915.0,1750.0,2136.0,1503.0,4.0968,310000.0,NEAR OCEAN
+-118.17,33.77,45.0,2151.0,643.0,1047.0,579.0,3.1149,218800.0,NEAR OCEAN
+-118.17,33.77,45.0,2143.0,697.0,1004.0,594.0,3.0153,220000.0,NEAR OCEAN
+-118.18,33.77,37.0,2653.0,754.0,1087.0,698.0,2.3523,325000.0,NEAR OCEAN
+-118.18,33.77,41.0,2048.0,601.0,852.0,533.0,2.5726,193800.0,NEAR OCEAN
+-118.18,33.77,49.0,2297.0,759.0,1105.0,629.0,1.8388,175000.0,NEAR OCEAN
+-118.16,33.77,49.0,3382.0,787.0,1314.0,756.0,3.8125,382100.0,NEAR OCEAN
+-118.17,33.74,36.0,2006.0,453.0,807.0,426.0,3.7838,500001.0,NEAR OCEAN
+-118.16,33.77,30.0,4439.0,1105.0,1749.0,1011.0,3.8984,306300.0,NEAR OCEAN
+-118.15,33.77,39.0,2428.0,634.0,1312.0,612.0,2.7212,266300.0,NEAR OCEAN
+-118.16,33.77,30.0,2800.0,757.0,1292.0,742.0,2.7614,272200.0,NEAR OCEAN
+-118.16,33.77,38.0,3235.0,769.0,1284.0,752.0,2.9384,304100.0,NEAR OCEAN
+-118.16,33.77,29.0,3078.0,786.0,1460.0,736.0,2.875,232500.0,NEAR OCEAN
+-118.17,33.77,25.0,4405.0,1262.0,2178.0,1090.0,3.0503,225000.0,NEAR OCEAN
+-118.16,33.78,15.0,4798.0,1374.0,3087.0,1212.0,2.127,163300.0,NEAR OCEAN
+-118.16,33.78,39.0,4075.0,1085.0,2470.0,1025.0,2.3317,222500.0,NEAR OCEAN
+-118.16,33.78,52.0,3248.0,853.0,1819.0,815.0,3.1739,222900.0,NEAR OCEAN
+-118.16,33.78,29.0,3684.0,1301.0,3891.0,1143.0,1.6955,179700.0,NEAR OCEAN
+-118.15,33.78,13.0,3056.0,861.0,1600.0,824.0,3.3003,207800.0,NEAR OCEAN
+-118.15,33.78,12.0,4436.0,1133.0,2176.0,1002.0,3.5812,198600.0,NEAR OCEAN
+-118.15,33.78,35.0,2768.0,752.0,1277.0,651.0,3.6193,250000.0,NEAR OCEAN
+-118.14,33.78,42.0,1898.0,488.0,940.0,483.0,3.4107,233300.0,NEAR OCEAN
+-118.13,33.78,45.0,1016.0,172.0,361.0,163.0,7.5,434500.0,NEAR OCEAN
+-118.14,33.77,49.0,2792.0,690.0,1301.0,648.0,3.2917,307400.0,NEAR OCEAN
+-118.14,33.77,51.0,2812.0,621.0,1171.0,566.0,3.875,342900.0,NEAR OCEAN
+-118.15,33.77,52.0,2204.0,498.0,899.0,445.0,4.1765,393900.0,NEAR OCEAN
+-118.15,33.77,41.0,3448.0,896.0,1621.0,838.0,4.5,339800.0,NEAR OCEAN
+-118.15,33.77,27.0,3043.0,787.0,1398.0,747.0,3.5528,271100.0,NEAR OCEAN
+-118.14,33.76,37.0,3242.0,698.0,1080.0,629.0,3.901,432500.0,NEAR OCEAN
+-118.16,33.72,29.0,2743.0,708.0,1059.0,651.0,3.625,500000.0,NEAR OCEAN
+-118.15,33.76,36.0,2916.0,785.0,1183.0,749.0,3.5985,500001.0,NEAR OCEAN
+-118.15,33.77,36.0,4366.0,1211.0,1912.0,1172.0,3.5292,361800.0,NEAR OCEAN
+-118.13,33.76,52.0,2216.0,526.0,940.0,530.0,4.5469,381000.0,NEAR OCEAN
+-118.13,33.76,44.0,1543.0,463.0,652.0,406.0,4.25,439300.0,NEAR OCEAN
+-118.14,33.75,39.0,1995.0,634.0,867.0,567.0,4.0795,400000.0,NEAR OCEAN
+-118.14,33.76,52.0,2677.0,642.0,1144.0,624.0,4.3889,378000.0,NEAR OCEAN
+-118.14,33.76,50.0,2960.0,761.0,1179.0,718.0,3.5214,398100.0,NEAR OCEAN
+-118.14,33.76,44.0,1633.0,536.0,741.0,513.0,3.385,408300.0,NEAR OCEAN
+-118.14,33.77,52.0,2208.0,409.0,791.0,408.0,5.8408,500000.0,NEAR OCEAN
+-118.14,33.76,50.0,914.0,167.0,322.0,165.0,4.7361,418800.0,NEAR OCEAN
+-118.13,33.76,46.0,2834.0,673.0,1175.0,670.0,4.7875,363800.0,NEAR OCEAN
+-118.13,33.76,44.0,2532.0,621.0,961.0,550.0,3.9352,406900.0,NEAR OCEAN
+-118.12,33.76,43.0,3070.0,668.0,1240.0,646.0,3.7813,461500.0,NEAR OCEAN
+-118.12,33.75,47.0,3330.0,569.0,1220.0,557.0,7.3672,500001.0,NEAR OCEAN
+-118.12,33.76,45.0,3035.0,516.0,1127.0,527.0,7.0796,500001.0,NEAR OCEAN
+-118.12,33.75,41.0,2072.0,491.0,742.0,414.0,3.9934,500001.0,NEAR OCEAN
+-118.14,33.71,36.0,2484.0,525.0,792.0,446.0,5.1815,500001.0,NEAR OCEAN
+-118.1,33.76,15.0,4690.0,1002.0,1879.0,974.0,5.6051,267400.0,NEAR OCEAN
+-118.11,33.77,15.0,9103.0,1847.0,3333.0,1712.0,5.1508,367300.0,NEAR OCEAN
+-118.12,33.77,20.0,4534.0,954.0,1941.0,892.0,6.0362,463500.0,NEAR OCEAN
+-118.12,33.77,10.0,7264.0,1137.0,2528.0,1057.0,10.2233,500001.0,NEAR OCEAN
+-118.13,33.77,52.0,3697.0,691.0,1436.0,671.0,4.6852,395200.0,NEAR OCEAN
+-118.13,33.77,37.0,4365.0,926.0,1661.0,868.0,5.3046,360700.0,NEAR OCEAN
+-118.32,33.35,27.0,1675.0,521.0,744.0,331.0,2.1579,450000.0,ISLAND
+-118.33,33.34,52.0,2359.0,591.0,1100.0,431.0,2.8333,414700.0,ISLAND
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+-118.41,33.89,31.0,702.0,161.0,236.0,144.0,5.0497,500001.0,<1H OCEAN
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+-118.4,33.89,31.0,2926.0,492.0,1149.0,476.0,7.9611,500001.0,<1H OCEAN
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+-118.37,33.87,19.0,757.0,148.0,361.0,141.0,6.02,304200.0,<1H OCEAN
+-118.37,33.88,27.0,1688.0,331.0,811.0,327.0,4.5357,334200.0,<1H OCEAN
+-118.38,33.87,27.0,2287.0,491.0,1101.0,466.0,4.675,316900.0,<1H OCEAN
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+-118.38,33.87,21.0,4151.0,1018.0,2054.0,925.0,4.9821,292900.0,<1H OCEAN
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+-118.39,33.87,19.0,3303.0,584.0,1329.0,569.0,7.521,340400.0,<1H OCEAN
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+-118.38,33.87,33.0,1993.0,371.0,918.0,361.0,6.9021,337600.0,<1H OCEAN
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+-118.39,33.88,33.0,2496.0,387.0,1098.0,404.0,7.6685,474300.0,<1H OCEAN
+-118.39,33.88,34.0,1973.0,367.0,843.0,345.0,6.077,472700.0,<1H OCEAN
+-118.39,33.88,33.0,2543.0,439.0,1098.0,416.0,5.9683,495500.0,<1H OCEAN
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+-118.38,33.88,36.0,2501.0,443.0,1031.0,422.0,4.75,442100.0,<1H OCEAN
+-118.4,33.88,36.0,3022.0,482.0,1278.0,494.0,7.2651,500001.0,<1H OCEAN
+-118.4,33.88,36.0,1543.0,214.0,474.0,187.0,9.3399,500001.0,<1H OCEAN
+-118.4,33.88,35.0,1753.0,296.0,615.0,275.0,7.5,500001.0,<1H OCEAN
+-118.41,33.88,34.0,540.0,107.0,213.0,104.0,6.3403,500001.0,<1H OCEAN
+-118.4,33.88,35.0,1060.0,191.0,444.0,196.0,8.0015,500001.0,<1H OCEAN
+-118.41,33.88,43.0,2492.0,449.0,1033.0,437.0,7.9614,500001.0,<1H OCEAN
+-118.41,33.88,40.0,925.0,254.0,371.0,227.0,5.2533,500001.0,<1H OCEAN
+-118.41,33.88,34.0,1471.0,308.0,498.0,264.0,7.0842,500001.0,<1H OCEAN
+-118.43,33.87,41.0,847.0,173.0,344.0,170.0,6.822,500001.0,NEAR OCEAN
+-118.4,33.87,26.0,6712.0,1441.0,2803.0,1394.0,5.2276,434500.0,<1H OCEAN
+-118.39,33.87,34.0,2395.0,469.0,1087.0,438.0,5.9683,394600.0,<1H OCEAN
+-118.43,33.86,34.0,358.0,87.0,162.0,84.0,7.1264,500001.0,NEAR OCEAN
+-118.4,33.88,42.0,1516.0,341.0,634.0,327.0,6.2356,472700.0,<1H OCEAN
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+-118.4,33.85,29.0,2085.0,533.0,919.0,489.0,5.6017,430000.0,<1H OCEAN
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+-118.34,33.86,36.0,2223.0,360.0,1162.0,376.0,5.259,279400.0,<1H OCEAN
+-118.34,33.86,35.0,1936.0,343.0,1008.0,346.0,5.4791,285900.0,<1H OCEAN
+-118.34,33.87,28.0,2948.0,566.0,1445.0,524.0,5.3743,286500.0,<1H OCEAN
+-118.35,33.87,37.0,1420.0,286.0,886.0,290.0,4.5833,261300.0,<1H OCEAN
+-118.35,33.87,34.0,2823.0,500.0,1429.0,483.0,5.5,279600.0,<1H OCEAN
+-118.35,33.87,28.0,2319.0,579.0,1369.0,564.0,3.6169,257000.0,<1H OCEAN
+-118.35,33.86,28.0,2075.0,463.0,1216.0,446.0,3.9732,281500.0,<1H OCEAN
+-118.35,33.86,24.0,2139.0,481.0,971.0,418.0,4.3859,271300.0,<1H OCEAN
+-118.34,33.84,36.0,1561.0,252.0,740.0,253.0,6.2778,309700.0,<1H OCEAN
+-118.33,33.84,36.0,1364.0,251.0,668.0,245.0,5.3131,314100.0,<1H OCEAN
+-118.34,33.84,36.0,1407.0,231.0,676.0,231.0,5.269,331900.0,<1H OCEAN
+-118.34,33.83,34.0,1761.0,329.0,965.0,329.0,5.399,358500.0,<1H OCEAN
+-118.34,33.83,35.0,1818.0,353.0,853.0,321.0,5.8972,350900.0,<1H OCEAN
+-118.36,33.86,37.0,1249.0,218.0,583.0,214.0,5.7422,330700.0,<1H OCEAN
+-118.35,33.85,34.0,1770.0,291.0,916.0,289.0,5.0,354200.0,<1H OCEAN
+-118.35,33.85,35.0,1248.0,206.0,551.0,185.0,5.6426,348200.0,<1H OCEAN
+-118.36,33.85,36.0,1390.0,230.0,683.0,219.0,4.8906,334400.0,<1H OCEAN
+-118.36,33.86,36.0,681.0,122.0,360.0,128.0,5.2799,332600.0,<1H OCEAN
+-118.37,33.85,34.0,2415.0,404.0,1278.0,414.0,6.1599,341200.0,<1H OCEAN
+-118.36,33.85,34.0,1086.0,197.0,509.0,158.0,6.1133,349300.0,<1H OCEAN
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+-118.37,33.85,29.0,3662.0,586.0,1626.0,611.0,6.3974,410000.0,<1H OCEAN
+-118.37,33.84,27.0,3245.0,605.0,1572.0,556.0,5.3773,379000.0,<1H OCEAN
+-118.35,33.83,36.0,1102.0,193.0,522.0,172.0,6.1187,342000.0,<1H OCEAN
+-118.36,33.83,36.0,1660.0,300.0,943.0,300.0,5.1984,353600.0,<1H OCEAN
+-118.36,33.84,35.0,1577.0,279.0,743.0,274.0,5.7654,343000.0,<1H OCEAN
+-118.37,33.84,35.0,1792.0,322.0,978.0,326.0,4.9583,342800.0,<1H OCEAN
+-118.36,33.83,35.0,1378.0,247.0,645.0,217.0,5.9143,343400.0,<1H OCEAN
+-118.36,33.83,35.0,2828.0,487.0,1439.0,490.0,5.6013,350200.0,<1H OCEAN
+-118.37,33.83,35.0,1207.0,207.0,601.0,213.0,4.7308,353400.0,<1H OCEAN
+-118.37,33.84,32.0,1751.0,328.0,819.0,323.0,6.7105,339000.0,<1H OCEAN
+-118.33,33.83,5.0,13038.0,2679.0,5272.0,2523.0,5.5023,286400.0,<1H OCEAN
+-118.32,33.85,42.0,3146.0,770.0,1859.0,740.0,3.5073,234800.0,<1H OCEAN
+-118.31,33.84,52.0,1819.0,464.0,1068.0,424.0,3.625,270700.0,<1H OCEAN
+-118.32,33.83,51.0,2399.0,516.0,1160.0,514.0,3.8456,318900.0,<1H OCEAN
+-118.32,33.84,42.0,1486.0,420.0,897.0,377.0,1.6228,376100.0,<1H OCEAN
+-118.31,33.83,50.0,696.0,311.0,382.0,234.0,2.775,225000.0,<1H OCEAN
+-118.31,33.83,45.0,2929.0,755.0,1635.0,652.0,2.9375,273000.0,<1H OCEAN
+-118.31,33.82,35.0,3462.0,814.0,1902.0,700.0,3.402,279900.0,<1H OCEAN
+-118.32,33.83,19.0,3792.0,790.0,2105.0,834.0,5.2363,310000.0,<1H OCEAN
+-118.31,33.82,39.0,2198.0,425.0,1160.0,436.0,4.1406,323700.0,<1H OCEAN
+-118.31,33.82,26.0,2345.0,408.0,1195.0,377.0,5.4925,361700.0,<1H OCEAN
+-118.31,33.81,23.0,3942.0,748.0,1679.0,711.0,4.1169,362600.0,<1H OCEAN
+-118.31,33.81,30.0,1773.0,356.0,905.0,352.0,4.3056,336000.0,<1H OCEAN
+-118.32,33.82,25.0,2587.0,512.0,1219.0,509.0,4.4271,382100.0,<1H OCEAN
+-118.32,33.82,22.0,2508.0,402.0,1254.0,395.0,7.0935,379500.0,<1H OCEAN
+-118.32,33.81,28.0,2142.0,445.0,1140.0,422.0,4.8438,346200.0,<1H OCEAN
+-118.32,33.81,27.0,2113.0,380.0,1109.0,360.0,4.7062,357000.0,<1H OCEAN
+-118.33,33.82,26.0,5591.0,934.0,2824.0,939.0,6.5861,417800.0,<1H OCEAN
+-118.34,33.8,25.0,4177.0,832.0,2123.0,789.0,5.0814,446800.0,<1H OCEAN
+-118.35,33.82,28.0,7591.0,1710.0,3420.0,1635.0,4.0708,328900.0,<1H OCEAN
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+-118.37,33.82,39.0,2794.0,444.0,1319.0,441.0,5.878,387800.0,<1H OCEAN
+-118.37,33.82,36.0,2463.0,447.0,1125.0,424.0,6.0176,352700.0,<1H OCEAN
+-118.37,33.82,36.0,2416.0,394.0,1115.0,386.0,6.256,366900.0,<1H OCEAN
+-118.36,33.82,36.0,1083.0,187.0,522.0,187.0,5.7765,339500.0,<1H OCEAN
+-118.36,33.82,26.0,5166.0,1313.0,2738.0,1239.0,3.3565,360800.0,<1H OCEAN
+-118.36,33.82,28.0,67.0,15.0,49.0,11.0,6.1359,330000.0,<1H OCEAN
+-118.36,33.81,25.0,9042.0,2022.0,4458.0,1944.0,4.5592,378800.0,<1H OCEAN
+-118.36,33.81,26.0,1575.0,300.0,881.0,309.0,5.1778,359900.0,<1H OCEAN
+-118.37,33.81,36.0,2031.0,339.0,817.0,337.0,5.1271,458300.0,NEAR OCEAN
+-118.38,33.81,33.0,2349.0,407.0,954.0,373.0,6.4956,483600.0,NEAR OCEAN
+-118.38,33.81,20.0,1975.0,306.0,703.0,292.0,8.5491,410300.0,NEAR OCEAN
+-118.44,33.81,33.0,3994.0,990.0,1647.0,931.0,5.0106,500001.0,NEAR OCEAN
+-118.38,33.82,34.0,1822.0,364.0,750.0,366.0,5.9907,500001.0,NEAR OCEAN
+-118.36,33.81,34.0,2211.0,502.0,1113.0,488.0,4.7026,356800.0,<1H OCEAN
+-118.37,33.81,33.0,5057.0,790.0,2021.0,748.0,6.8553,482200.0,NEAR OCEAN
+-118.37,33.81,36.0,1283.0,209.0,563.0,209.0,6.9296,500001.0,NEAR OCEAN
+-118.38,33.81,41.0,1889.0,301.0,802.0,278.0,6.015,488500.0,NEAR OCEAN
+-118.38,33.81,39.0,2400.0,373.0,877.0,372.0,5.7361,500001.0,NEAR OCEAN
+-118.39,33.81,35.0,1008.0,165.0,391.0,167.0,3.7778,487500.0,NEAR OCEAN
+-118.38,33.81,36.0,1018.0,148.0,329.0,169.0,10.5045,500001.0,NEAR OCEAN
+-118.33,33.79,29.0,4389.0,873.0,2069.0,901.0,4.1071,365600.0,<1H OCEAN
+-118.34,33.79,36.0,716.0,123.0,388.0,124.0,5.0254,350000.0,<1H OCEAN
+-118.34,33.8,34.0,1730.0,427.0,1008.0,393.0,3.9408,327700.0,<1H OCEAN
+-118.34,33.8,33.0,2194.0,469.0,987.0,397.0,5.0951,318900.0,<1H OCEAN
+-118.35,33.8,32.0,1434.0,296.0,672.0,285.0,4.875,311700.0,<1H OCEAN
+-118.35,33.8,19.0,6224.0,1105.0,3152.0,1076.0,5.9541,500001.0,<1H OCEAN
+-118.31,33.8,29.0,2795.0,572.0,1469.0,557.0,3.7167,308900.0,<1H OCEAN
+-118.32,33.8,29.0,3254.0,717.0,1593.0,680.0,4.0536,285800.0,<1H OCEAN
+-118.31,33.79,35.0,2290.0,563.0,1374.0,530.0,3.2472,254700.0,<1H OCEAN
+-118.31,33.8,31.0,4464.0,991.0,2420.0,947.0,4.0425,277900.0,<1H OCEAN
+-118.32,33.8,39.0,1415.0,298.0,729.0,278.0,3.1648,244800.0,<1H OCEAN
+-118.32,33.79,35.0,2924.0,658.0,1675.0,602.0,3.8287,279900.0,<1H OCEAN
+-118.32,33.79,32.0,2381.0,467.0,1264.0,488.0,4.1477,315100.0,<1H OCEAN
+-118.32,33.8,29.0,4317.0,1037.0,2102.0,959.0,3.1275,286400.0,<1H OCEAN
+-118.31,33.79,38.0,1601.0,352.0,711.0,304.0,3.3958,250000.0,<1H OCEAN
+-118.31,33.78,30.0,4573.0,819.0,2411.0,819.0,3.5804,383800.0,<1H OCEAN
+-118.32,33.79,21.0,6638.0,1634.0,3240.0,1568.0,3.6797,271100.0,<1H OCEAN
+-118.34,33.78,25.0,11016.0,1626.0,4168.0,1584.0,8.1782,500001.0,NEAR OCEAN
+-118.36,33.79,34.0,5166.0,704.0,2071.0,668.0,8.3609,500001.0,NEAR OCEAN
+-118.37,33.79,36.0,1596.0,234.0,654.0,223.0,8.2064,500001.0,NEAR OCEAN
+-118.36,33.8,38.0,2553.0,400.0,1042.0,393.0,6.9742,500001.0,NEAR OCEAN
+-118.36,33.8,34.0,2629.0,369.0,966.0,375.0,10.1241,500001.0,NEAR OCEAN
+-118.38,33.8,36.0,4421.0,702.0,1433.0,624.0,8.0838,500001.0,NEAR OCEAN
+-118.45,33.8,31.0,4803.0,575.0,1490.0,577.0,11.9993,500001.0,NEAR OCEAN
+-118.39,33.79,30.0,4402.0,563.0,1582.0,551.0,10.898,500001.0,NEAR OCEAN
+-118.4,33.78,24.0,4787.0,562.0,1653.0,548.0,12.9758,500001.0,NEAR OCEAN
+-118.44,33.79,27.0,2141.0,260.0,635.0,240.0,11.6648,500001.0,NEAR OCEAN
+-118.41,33.77,22.0,7554.0,991.0,2808.0,946.0,10.06,500001.0,NEAR OCEAN
+-118.46,33.77,28.0,3065.0,406.0,1101.0,391.0,10.5536,500001.0,NEAR OCEAN
+-118.42,33.78,36.0,2093.0,303.0,802.0,300.0,8.0957,500001.0,NEAR OCEAN
+-118.37,33.77,26.0,6339.0,876.0,2540.0,880.0,10.1447,500001.0,NEAR OCEAN
+-118.38,33.77,21.0,11353.0,1537.0,4649.0,1504.0,9.821,500001.0,NEAR OCEAN
+-118.38,33.77,17.0,10950.0,2207.0,4713.0,2043.0,6.3064,418300.0,NEAR OCEAN
+-118.38,33.79,32.0,10445.0,1620.0,4474.0,1576.0,7.7042,500001.0,NEAR OCEAN
+-118.4,33.78,26.0,5005.0,776.0,2357.0,790.0,8.5421,500001.0,NEAR OCEAN
+-118.42,33.75,22.0,17591.0,2604.0,6897.0,2492.0,8.2831,500001.0,NEAR OCEAN
+-118.34,33.76,34.0,5586.0,674.0,1871.0,636.0,15.0001,500001.0,NEAR OCEAN
+-118.35,33.74,25.0,8272.0,1132.0,3392.0,1132.0,10.0973,500001.0,NEAR OCEAN
+-118.38,33.75,23.0,8277.0,1290.0,3176.0,1159.0,7.6986,500001.0,NEAR OCEAN
+-118.39,33.71,18.0,1193.0,233.0,475.0,228.0,7.5594,500001.0,NEAR OCEAN
+-118.41,33.75,4.0,311.0,51.0,128.0,46.0,9.8091,500001.0,NEAR OCEAN
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+-118.36,33.99,45.0,2005.0,368.0,909.0,364.0,4.6406,268900.0,<1H OCEAN
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+-118.4,34.41,22.0,4443.0,560.0,1573.0,496.0,10.0285,500001.0,<1H OCEAN
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+-118.46,34.4,12.0,25957.0,4798.0,10475.0,4490.0,4.542,195300.0,<1H OCEAN
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+-118.48,34.47,36.0,84.0,12.0,29.0,17.0,3.375,187500.0,<1H OCEAN
+-118.5,34.46,17.0,10267.0,,4956.0,1483.0,5.5061,239400.0,<1H OCEAN
+-118.52,34.44,26.0,934.0,148.0,519.0,162.0,5.3209,185000.0,<1H OCEAN
+-118.53,34.44,19.0,3013.0,507.0,1356.0,484.0,5.1163,233200.0,<1H OCEAN
+-118.53,34.45,26.0,828.0,149.0,508.0,158.0,5.2374,185500.0,<1H OCEAN
+-118.53,34.44,19.0,1285.0,195.0,650.0,193.0,6.0398,217800.0,<1H OCEAN
+-118.52,34.46,5.0,15341.0,2527.0,7270.0,2320.0,6.1281,236200.0,<1H OCEAN
+-118.53,34.45,10.0,5509.0,969.0,3002.0,959.0,5.5981,220100.0,<1H OCEAN
+-118.51,34.43,15.0,8510.0,1258.0,3733.0,1233.0,6.1082,253700.0,<1H OCEAN
+-118.46,34.42,25.0,2988.0,525.0,1884.0,513.0,4.7007,169500.0,<1H OCEAN
+-118.44,34.5,5.0,1514.0,220.0,1355.0,215.0,8.1344,359000.0,INLAND
+-118.45,34.44,16.0,13406.0,2574.0,7030.0,2440.0,4.6861,187900.0,<1H OCEAN
+-118.49,34.43,15.0,8244.0,1409.0,4453.0,1357.0,5.4829,199600.0,<1H OCEAN
+-118.49,34.42,23.0,4166.0,756.0,2082.0,743.0,4.4107,213400.0,<1H OCEAN
+-118.48,34.42,21.0,1375.0,259.0,728.0,258.0,5.0166,229000.0,<1H OCEAN
+-118.47,34.42,17.0,913.0,228.0,530.0,201.0,3.038,238500.0,<1H OCEAN
+-118.47,34.42,25.0,3223.0,524.0,1763.0,508.0,5.2887,183000.0,<1H OCEAN
+-118.43,34.42,13.0,3600.0,580.0,1799.0,576.0,6.2971,218300.0,<1H OCEAN
+-118.43,34.43,5.0,21113.0,4386.0,9842.0,3886.0,4.2037,194600.0,<1H OCEAN
+-118.55,34.44,14.0,15348.0,2366.0,7087.0,2169.0,6.3277,237700.0,INLAND
+-118.56,34.42,2.0,966.0,270.0,233.0,169.0,1.9667,450000.0,<1H OCEAN
+-118.61,34.59,5.0,4028.0,896.0,2062.0,826.0,4.0579,167100.0,INLAND
+-118.7,34.53,5.0,14275.0,2474.0,7158.0,2311.0,5.4284,236300.0,INLAND
+-118.66,34.43,9.0,2356.0,469.0,1556.0,386.0,3.775,155000.0,INLAND
+-118.59,34.47,5.0,538.0,98.0,8733.0,105.0,4.2391,154600.0,INLAND
+-118.61,34.31,4.0,1949.0,458.0,868.0,398.0,5.0151,285200.0,<1H OCEAN
+-118.52,34.39,21.0,5477.0,1275.0,3384.0,1222.0,3.6625,228100.0,<1H OCEAN
+-118.53,34.38,18.0,2288.0,607.0,2305.0,597.0,3.227,136100.0,<1H OCEAN
+-118.54,34.38,18.0,2096.0,309.0,1044.0,328.0,6.8299,262100.0,<1H OCEAN
+-118.52,34.4,5.0,7748.0,1557.0,4768.0,1393.0,5.305,311200.0,<1H OCEAN
+-118.53,34.37,8.0,3839.0,852.0,1342.0,593.0,3.9118,333700.0,<1H OCEAN
+-118.54,34.37,27.0,2051.0,301.0,917.0,287.0,7.6059,323700.0,<1H OCEAN
+-118.52,34.36,5.0,4222.0,712.0,2024.0,646.0,5.8703,500001.0,<1H OCEAN
+-118.55,34.37,21.0,7010.0,1063.0,3331.0,1038.0,6.776,278100.0,<1H OCEAN
+-118.56,34.37,23.0,3927.0,728.0,1984.0,707.0,4.8536,202600.0,<1H OCEAN
+-118.55,34.41,8.0,21086.0,3945.0,9936.0,3790.0,5.8602,265100.0,<1H OCEAN
+-118.55,34.38,24.0,6246.0,1028.0,2803.0,999.0,6.3002,282900.0,<1H OCEAN
+-118.56,34.41,4.0,17313.0,3224.0,6902.0,2707.0,5.6798,320900.0,<1H OCEAN
+-118.55,34.39,16.0,8726.0,1317.0,3789.0,1279.0,6.8419,323300.0,<1H OCEAN
+-118.61,34.38,2.0,5989.0,883.0,1787.0,613.0,6.6916,329500.0,INLAND
+-117.86,34.24,52.0,803.0,267.0,628.0,225.0,4.1932,14999.0,INLAND
+-118.12,34.23,52.0,433.0,69.0,147.0,53.0,3.9583,162500.0,INLAND
+-118.35,34.32,52.0,102.0,29.0,54.0,32.0,1.9875,191700.0,<1H OCEAN
+-118.38,34.3,39.0,1622.0,355.0,903.0,314.0,4.1125,183000.0,<1H OCEAN
+-118.29,34.36,34.0,503.0,99.0,275.0,68.0,4.5491,375000.0,INLAND
+-119.53,37.34,26.0,4047.0,702.0,571.0,199.0,2.3482,179500.0,INLAND
+-119.51,37.32,14.0,362.0,78.0,88.0,39.0,3.5893,214300.0,INLAND
+-119.56,37.29,14.0,2391.0,451.0,798.0,308.0,3.0924,114600.0,INLAND
+-119.45,37.21,17.0,3538.0,726.0,1603.0,629.0,2.9449,95600.0,INLAND
+-119.65,37.09,17.0,1280.0,254.0,707.0,267.0,3.55,106300.0,INLAND
+-119.59,37.39,19.0,3273.0,611.0,1164.0,481.0,3.5446,106500.0,INLAND
+-119.66,37.39,10.0,2106.0,410.0,1003.0,397.0,2.7813,124100.0,INLAND
+-119.68,37.35,13.0,2307.0,386.0,925.0,347.0,3.1326,119800.0,INLAND
+-119.72,37.38,16.0,2131.0,424.0,989.0,369.0,2.6071,103700.0,INLAND
+-119.65,37.32,11.0,2161.0,448.0,820.0,405.0,2.3565,122300.0,INLAND
+-119.64,37.31,15.0,2654.0,530.0,1267.0,489.0,2.8393,104400.0,INLAND
+-119.6,37.29,13.0,1722.0,325.0,712.0,269.0,2.625,137500.0,INLAND
+-119.62,37.33,7.0,3389.0,621.0,1268.0,474.0,3.0224,147800.0,INLAND
+-119.91,37.23,17.0,2171.0,389.0,1042.0,375.0,3.625,94400.0,INLAND
+-119.85,37.1,8.0,828.0,168.0,413.0,146.0,3.375,80700.0,INLAND
+-119.68,37.19,10.0,3113.0,589.0,1508.0,512.0,2.8167,96100.0,INLAND
+-119.77,37.19,8.0,5212.0,872.0,2383.0,857.0,4.1099,113600.0,INLAND
+-119.67,37.27,13.0,5087.0,981.0,2284.0,913.0,2.7413,123100.0,INLAND
+-120.31,37.11,38.0,1696.0,301.0,985.0,278.0,2.4054,112500.0,INLAND
+-120.35,37.04,37.0,1495.0,292.0,858.0,275.0,2.9306,46300.0,INLAND
+-120.25,37.04,21.0,1724.0,317.0,1006.0,290.0,3.2868,91700.0,INLAND
+-120.16,37.12,29.0,1995.0,392.0,1261.0,354.0,1.9073,79200.0,INLAND
+-120.27,37.11,18.0,1277.0,234.0,674.0,238.0,2.6694,75900.0,INLAND
+-120.25,37.11,20.0,2062.0,466.0,1285.0,456.0,1.5319,50500.0,INLAND
+-120.26,37.11,33.0,1097.0,254.0,627.0,253.0,1.2794,50700.0,INLAND
+-120.27,37.12,42.0,1142.0,236.0,597.0,210.0,1.7279,52300.0,INLAND
+-120.27,37.12,36.0,1219.0,258.0,639.0,245.0,1.9464,57000.0,INLAND
+-120.27,37.12,17.0,3328.0,628.0,1580.0,619.0,2.9861,81500.0,INLAND
+-120.26,37.13,33.0,1239.0,250.0,648.0,227.0,2.0278,58800.0,INLAND
+-120.43,36.99,16.0,1027.0,199.0,673.0,193.0,2.9688,63800.0,INLAND
+-120.29,36.88,34.0,1391.0,297.0,943.0,281.0,2.4219,83900.0,INLAND
+-120.06,36.95,24.0,646.0,134.0,454.0,149.0,2.125,61900.0,INLAND
+-120.06,36.94,19.0,901.0,183.0,700.0,190.0,2.2375,64300.0,INLAND
+-120.04,36.93,11.0,3606.0,699.0,2074.0,644.0,2.6941,63300.0,INLAND
+-120.05,36.95,18.0,2287.0,534.0,1339.0,505.0,2.2527,65200.0,INLAND
+-120.21,36.98,21.0,1667.0,303.0,861.0,276.0,2.6012,92200.0,INLAND
+-120.16,36.96,18.0,508.0,104.0,393.0,114.0,3.0,156300.0,INLAND
+-120.11,36.96,17.0,3344.0,570.0,1624.0,536.0,3.8952,95300.0,INLAND
+-120.08,37.06,18.0,402.0,76.0,213.0,71.0,1.9063,95800.0,INLAND
+-120.09,37.0,11.0,3761.0,675.0,2374.0,673.0,3.4598,74600.0,INLAND
+-120.06,37.02,13.0,6301.0,1080.0,3840.0,1033.0,3.5258,84900.0,INLAND
+-119.94,37.04,14.0,1636.0,253.0,766.0,225.0,3.125,88500.0,INLAND
+-120.09,37.02,9.0,1608.0,297.0,1057.0,295.0,3.7143,81600.0,INLAND
+-119.95,36.96,18.0,1996.0,379.0,1327.0,356.0,2.6087,96000.0,INLAND
+-120.02,36.95,25.0,2115.0,482.0,1976.0,474.0,1.8431,53900.0,INLAND
+-119.9,36.94,11.0,2513.0,408.0,1360.0,415.0,4.277,98500.0,INLAND
+-119.85,36.97,13.0,2872.0,477.0,1607.0,481.0,4.475,102400.0,INLAND
+-119.88,36.93,12.0,3174.0,520.0,1590.0,488.0,4.5347,101200.0,INLAND
+-119.87,36.93,13.0,1429.0,209.0,702.0,205.0,4.3625,111800.0,INLAND
+-120.07,36.98,12.0,1790.0,379.0,1399.0,397.0,2.5388,59600.0,INLAND
+-120.06,36.98,12.0,2710.0,575.0,1724.0,516.0,1.4712,60400.0,INLAND
+-120.05,36.98,16.0,3705.0,739.0,2463.0,697.0,2.5288,61800.0,INLAND
+-120.05,36.97,20.0,2029.0,427.0,983.0,401.0,1.8444,47100.0,INLAND
+-120.06,36.97,38.0,1542.0,364.0,1220.0,334.0,1.625,52800.0,INLAND
+-120.07,36.97,28.0,1563.0,403.0,1564.0,408.0,1.5662,48000.0,INLAND
+-120.07,36.96,34.0,1457.0,239.0,557.0,226.0,3.6181,96500.0,INLAND
+-120.08,36.97,13.0,3356.0,589.0,1458.0,601.0,3.8257,94200.0,INLAND
+-120.1,36.96,20.0,2100.0,317.0,910.0,274.0,4.8187,90900.0,INLAND
+-120.09,36.95,16.0,3222.0,511.0,1425.0,503.0,4.1544,119400.0,INLAND
+-120.08,36.96,36.0,2074.0,349.0,954.0,363.0,3.1136,73800.0,INLAND
+-120.08,36.95,41.0,1164.0,211.0,476.0,171.0,2.4196,70700.0,INLAND
+-120.07,36.97,27.0,968.0,240.0,587.0,231.0,1.6071,55000.0,INLAND
+-120.06,36.97,35.0,1859.0,428.0,1208.0,399.0,1.4044,61700.0,INLAND
+-120.05,36.96,37.0,1000.0,261.0,1092.0,233.0,1.4267,52300.0,INLAND
+-120.05,36.95,31.0,696.0,254.0,913.0,248.0,1.4,52500.0,INLAND
+-120.06,36.96,44.0,1288.0,295.0,723.0,287.0,1.6534,61400.0,INLAND
+-120.07,36.96,42.0,963.0,216.0,471.0,211.0,2.2898,66100.0,INLAND
+-120.07,36.96,32.0,1268.0,283.0,549.0,273.0,1.4511,65200.0,INLAND
+-120.04,36.97,20.0,2129.0,526.0,1845.0,522.0,1.8973,51600.0,INLAND
+-120.04,36.96,23.0,2126.0,506.0,2091.0,491.0,1.3713,51800.0,INLAND
+-120.04,36.95,36.0,1528.0,347.0,1334.0,304.0,1.3594,48300.0,INLAND
+-119.98,36.9,26.0,1284.0,239.0,820.0,254.0,2.5833,62300.0,INLAND
+-119.81,36.92,14.0,4795.0,710.0,2047.0,640.0,4.665,121300.0,INLAND
+-119.98,36.86,31.0,2366.0,482.0,1933.0,433.0,3.0234,65000.0,INLAND
+-120.13,36.87,32.0,2089.0,468.0,1765.0,427.0,2.234,61700.0,INLAND
+-122.49,38.1,43.0,1226.0,244.0,491.0,205.0,4.9286,307000.0,NEAR BAY
+-122.54,38.14,16.0,4431.0,603.0,1659.0,630.0,7.5412,392100.0,NEAR BAY
+-122.55,38.1,26.0,5188.0,892.0,2341.0,906.0,5.0029,255600.0,NEAR BAY
+-122.62,38.15,14.0,2259.0,341.0,1127.0,346.0,6.4092,334900.0,<1H OCEAN
+-122.59,38.13,20.0,1589.0,231.0,601.0,224.0,5.3755,290900.0,<1H OCEAN
+-122.58,38.15,9.0,1302.0,177.0,682.0,190.0,7.5,423200.0,<1H OCEAN
+-122.57,38.11,24.0,2863.0,734.0,1583.0,682.0,3.1981,215300.0,NEAR BAY
+-122.57,38.11,32.0,3521.0,748.0,1706.0,723.0,3.4705,228600.0,NEAR BAY
+-122.59,38.12,25.0,7784.0,1145.0,3445.0,1166.0,6.0132,287900.0,<1H OCEAN
+-122.58,38.12,13.0,5027.0,871.0,1912.0,770.0,4.9286,309500.0,NEAR BAY
+-122.6,38.11,19.0,1752.0,328.0,873.0,336.0,3.8068,201600.0,<1H OCEAN
+-122.6,38.11,23.0,8642.0,1294.0,3594.0,1253.0,5.3962,301500.0,<1H OCEAN
+-122.65,38.11,21.0,3891.0,616.0,1968.0,632.0,5.5524,279200.0,<1H OCEAN
+-122.61,38.09,18.0,6205.0,821.0,2311.0,756.0,6.9081,368700.0,<1H OCEAN
+-122.58,38.1,22.0,11872.0,2300.0,5600.0,2200.0,4.6463,276300.0,NEAR BAY
+-122.58,38.08,27.0,10839.0,1637.0,4406.0,1623.0,5.615,285600.0,NEAR BAY
+-122.55,38.07,5.0,1495.0,235.0,555.0,201.0,6.7232,345000.0,NEAR BAY
+-122.56,38.09,17.0,9614.0,2123.0,4684.0,2060.0,4.1705,209800.0,NEAR BAY
+-122.56,38.06,19.0,15622.0,2721.0,6109.0,2615.0,5.0965,295300.0,NEAR BAY
+-122.55,38.07,38.0,3392.0,709.0,1894.0,713.0,3.0573,350800.0,NEAR BAY
+-122.41,38.07,20.0,4536.0,708.0,1812.0,701.0,6.0433,435900.0,NEAR BAY
+-122.51,38.06,24.0,9493.0,1935.0,5162.0,1880.0,3.0742,118800.0,NEAR BAY
+-122.53,38.01,16.0,1495.0,292.0,472.0,284.0,3.4432,67500.0,NEAR BAY
+-122.44,38.03,13.0,4284.0,1042.0,2146.0,937.0,4.1289,179200.0,NEAR BAY
+-122.45,38.01,36.0,4501.0,832.0,2196.0,800.0,4.3182,252700.0,NEAR BAY
+-122.53,38.01,27.0,3121.0,531.0,1318.0,489.0,5.4781,310900.0,NEAR BAY
+-122.51,38.0,17.0,2449.0,536.0,1157.0,543.0,3.9519,274200.0,NEAR BAY
+-122.49,38.0,26.0,48.0,8.0,19.0,8.0,7.7197,400000.0,NEAR BAY
+-122.55,38.03,29.0,7174.0,1169.0,3063.0,1172.0,6.0902,293200.0,NEAR BAY
+-122.57,38.03,24.0,2330.0,322.0,911.0,320.0,6.5253,387700.0,NEAR BAY
+-122.56,38.03,34.0,1887.0,290.0,815.0,283.0,6.5249,324800.0,NEAR BAY
+-122.59,38.04,25.0,3412.0,455.0,1238.0,406.0,8.3646,397300.0,NEAR BAY
+-122.57,38.02,33.0,9531.0,1487.0,3798.0,1409.0,5.6512,314000.0,NEAR BAY
+-122.56,38.01,21.0,2144.0,400.0,840.0,398.0,4.6,239500.0,NEAR BAY
+-122.55,38.02,27.0,4985.0,711.0,1928.0,742.0,6.4978,361500.0,NEAR BAY
+-122.55,38.01,27.0,3966.0,577.0,1657.0,611.0,6.3314,342200.0,NEAR BAY
+-122.54,38.0,28.0,3416.0,826.0,1694.0,800.0,3.18,277000.0,NEAR BAY
+-122.55,38.0,18.0,3119.0,803.0,1395.0,722.0,3.9265,301100.0,NEAR BAY
+-122.54,37.99,32.0,2236.0,348.0,818.0,330.0,7.3521,444000.0,NEAR BAY
+-122.52,37.98,31.0,6555.0,1571.0,2962.0,1464.0,2.8903,324200.0,NEAR BAY
+-122.54,37.98,52.0,1758.0,316.0,607.0,264.0,5.5083,371900.0,NEAR BAY
+-122.55,37.99,34.0,3306.0,555.0,1398.0,585.0,4.8993,319900.0,NEAR BAY
+-122.53,37.98,32.0,2390.0,336.0,810.0,354.0,8.5759,500001.0,NEAR BAY
+-122.55,37.98,31.0,3807.0,828.0,1581.0,795.0,3.293,337500.0,NEAR BAY
+-122.51,37.99,32.0,4138.0,632.0,1541.0,626.0,5.5791,433300.0,NEAR BAY
+-122.51,37.98,37.0,4801.0,699.0,1830.0,679.0,6.0762,487800.0,NEAR BAY
+-122.51,37.97,37.0,4296.0,1089.0,2100.0,1025.0,3.2462,329400.0,NEAR BAY
+-122.47,37.99,22.0,7274.0,1002.0,2468.0,957.0,7.494,439200.0,NEAR BAY
+-122.46,37.98,10.0,1325.0,189.0,427.0,162.0,12.0933,500001.0,NEAR BAY
+-122.49,37.99,27.0,5470.0,755.0,1916.0,764.0,6.994,420800.0,NEAR BAY
+-122.49,37.98,34.0,1256.0,178.0,460.0,174.0,6.4271,451700.0,NEAR BAY
+-122.53,37.97,52.0,205.0,119.0,228.0,132.0,1.9063,200000.0,NEAR BAY
+-122.53,37.97,52.0,1560.0,451.0,700.0,419.0,2.5125,270800.0,NEAR BAY
+-122.53,37.97,44.0,3595.0,953.0,1831.0,910.0,2.6036,287500.0,NEAR BAY
+-122.54,37.97,39.0,4193.0,762.0,1833.0,737.0,5.6263,352100.0,NEAR BAY
+-122.52,37.97,33.0,563.0,194.0,265.0,169.0,2.75,231300.0,NEAR BAY
+-122.51,37.96,39.0,3302.0,684.0,1574.0,653.0,3.6863,263800.0,NEAR BAY
+-122.52,37.96,35.0,2012.0,346.0,818.0,352.0,5.2818,331000.0,NEAR BAY
+-122.53,37.97,37.0,1340.0,322.0,621.0,314.0,3.5588,268800.0,NEAR BAY
+-122.52,37.95,37.0,350.0,57.0,179.0,69.0,6.2862,500001.0,NEAR BAY
+-122.53,37.96,35.0,908.0,194.0,413.0,197.0,3.9917,290800.0,NEAR BAY
+-122.47,37.95,16.0,3769.0,839.0,1986.0,815.0,3.9712,187500.0,NEAR BAY
+-122.5,37.96,16.0,100.0,20.0,45.0,25.0,6.1359,212500.0,NEAR BAY
+-122.5,37.97,25.0,6526.0,1902.0,5917.0,1812.0,2.7273,187500.0,NEAR BAY
+-122.64,38.01,36.0,1336.0,258.0,678.0,249.0,5.5789,292000.0,NEAR OCEAN
+-122.64,38.01,36.0,1199.0,232.0,551.0,229.0,3.7321,266700.0,NEAR OCEAN
+-122.68,38.01,41.0,1865.0,392.0,825.0,369.0,4.2011,255400.0,NEAR OCEAN
+-122.7,38.03,42.0,1410.0,308.0,624.0,292.0,4.1379,309100.0,NEAR OCEAN
+-122.65,38.01,40.0,1428.0,280.0,708.0,255.0,5.0766,305400.0,NEAR OCEAN
+-122.59,37.97,46.0,4036.0,856.0,1872.0,833.0,4.5625,275200.0,NEAR OCEAN
+-122.61,37.99,40.0,7737.0,1488.0,3108.0,1349.0,4.4375,289600.0,NEAR OCEAN
+-122.62,37.97,52.0,370.0,62.0,150.0,56.0,7.7006,316700.0,NEAR OCEAN
+-122.59,37.99,36.0,4869.0,871.0,1899.0,827.0,4.1659,302000.0,NEAR BAY
+-122.6,38.0,21.0,2198.0,462.0,1100.0,449.0,4.1098,246600.0,<1H OCEAN
+-122.59,38.01,35.0,8814.0,1307.0,3450.0,1258.0,6.1724,414300.0,NEAR BAY
+-122.57,37.99,45.0,2404.0,425.0,926.0,400.0,4.9674,320100.0,NEAR BAY
+-122.57,37.99,38.0,5587.0,996.0,2466.0,1027.0,4.1711,336900.0,NEAR BAY
+-122.57,37.98,49.0,2860.0,552.0,1178.0,522.0,4.625,355000.0,NEAR BAY
+-122.58,37.98,52.0,3675.0,649.0,1553.0,639.0,4.6905,316300.0,NEAR BAY
+-122.58,37.98,52.0,1180.0,216.0,467.0,197.0,4.9615,292200.0,NEAR BAY
+-122.56,37.98,36.0,2649.0,542.0,1111.0,557.0,4.8056,345700.0,NEAR BAY
+-122.56,37.97,52.0,1833.0,324.0,735.0,306.0,4.6944,398900.0,NEAR BAY
+-122.57,37.97,47.0,5416.0,1115.0,2177.0,1027.0,3.5055,382100.0,NEAR BAY
+-122.55,37.97,52.0,2232.0,291.0,731.0,253.0,7.1155,500001.0,NEAR BAY
+-122.57,37.96,52.0,3458.0,468.0,1449.0,471.0,9.1834,500001.0,NEAR BAY
+-122.56,37.95,34.0,2677.0,411.0,933.0,410.0,6.1444,500001.0,NEAR OCEAN
+-122.56,37.94,36.0,2023.0,242.0,653.0,241.0,10.6272,500001.0,NEAR BAY
+-122.64,37.96,29.0,377.0,58.0,151.0,67.0,9.5551,500001.0,NEAR OCEAN
+-122.54,37.96,44.0,1552.0,204.0,596.0,208.0,10.129,500001.0,NEAR BAY
+-122.54,37.96,33.0,2534.0,495.0,996.0,449.0,4.3083,500001.0,NEAR BAY
+-122.54,37.95,38.0,2310.0,400.0,971.0,386.0,5.697,435700.0,NEAR BAY
+-122.52,37.95,33.0,4448.0,631.0,1675.0,628.0,7.8904,468800.0,NEAR BAY
+-122.53,37.95,22.0,7446.0,1979.0,2980.0,1888.0,3.5838,271300.0,NEAR BAY
+-122.53,37.96,36.0,4385.0,620.0,1549.0,626.0,8.3935,470500.0,NEAR BAY
+-122.53,37.93,42.0,2171.0,362.0,887.0,347.0,6.6125,393200.0,NEAR BAY
+-122.54,37.93,43.0,2998.0,470.0,970.0,430.0,5.5385,431800.0,NEAR BAY
+-122.54,37.94,39.0,3670.0,775.0,1519.0,788.0,4.4081,435200.0,NEAR BAY
+-122.54,37.94,26.0,3990.0,804.0,1550.0,792.0,5.1834,405500.0,NEAR BAY
+-122.52,37.94,18.0,1804.0,284.0,600.0,241.0,5.9582,500001.0,NEAR BAY
+-122.53,37.94,18.0,878.0,255.0,384.0,247.0,4.7344,200000.0,NEAR BAY
+-122.52,37.93,34.0,2782.0,502.0,1219.0,507.0,5.0779,333900.0,NEAR BAY
+-122.51,37.92,32.0,2622.0,541.0,1022.0,464.0,3.7647,375000.0,NEAR BAY
+-122.52,37.92,24.0,421.0,64.0,163.0,75.0,14.5833,500001.0,NEAR BAY
+-122.53,37.92,42.0,1741.0,301.0,723.0,306.0,5.5379,410500.0,NEAR BAY
+-122.53,37.93,37.0,1722.0,352.0,648.0,337.0,4.125,310300.0,NEAR BAY
+-122.53,37.92,45.0,1530.0,324.0,608.0,328.0,3.875,390800.0,NEAR BAY
+-122.52,37.92,47.0,793.0,163.0,334.0,151.0,5.8509,317800.0,NEAR BAY
+-122.5,37.92,32.0,2639.0,415.0,1013.0,408.0,6.1632,349200.0,NEAR BAY
+-122.5,37.92,30.0,2270.0,359.0,974.0,351.0,5.5926,300900.0,NEAR BAY
+-122.49,37.92,26.0,2170.0,347.0,849.0,318.0,6.2953,386200.0,NEAR BAY
+-122.51,37.91,2.0,647.0,136.0,203.0,118.0,6.641,310000.0,NEAR BAY
+-122.48,37.93,16.0,2947.0,802.0,1385.0,743.0,3.6731,318000.0,NEAR BAY
+-122.46,37.88,35.0,2492.0,409.0,812.0,373.0,8.8386,500001.0,NEAR BAY
+-122.47,37.87,36.0,4471.0,618.0,1315.0,582.0,11.5706,500001.0,NEAR BAY
+-122.45,37.91,27.0,2682.0,382.0,935.0,369.0,10.0791,500001.0,NEAR BAY
+-122.5,37.91,31.0,7001.0,1282.0,2755.0,1267.0,5.4851,441100.0,NEAR BAY
+-122.49,37.89,23.0,1650.0,403.0,541.0,336.0,6.0238,500001.0,NEAR BAY
+-122.47,37.89,23.0,10774.0,1736.0,3895.0,1683.0,7.2905,500001.0,NEAR BAY
+-122.45,37.9,30.0,3763.0,717.0,1292.0,632.0,8.4888,500001.0,NEAR BAY
+-122.5,37.88,28.0,5448.0,1089.0,2100.0,1023.0,4.7475,474600.0,NEAR BAY
+-122.51,37.89,27.0,2674.0,565.0,1233.0,547.0,3.4485,458300.0,NEAR BAY
+-122.53,37.91,37.0,2524.0,398.0,999.0,417.0,7.9892,500001.0,NEAR BAY
+-122.53,37.9,44.0,2846.0,551.0,1232.0,537.0,3.8839,327200.0,NEAR BAY
+-122.54,37.9,48.0,2491.0,460.0,937.0,455.0,4.4375,370000.0,NEAR BAY
+-122.54,37.91,48.0,2924.0,489.0,1159.0,505.0,5.6302,489000.0,NEAR BAY
+-122.55,37.92,52.0,2303.0,350.0,859.0,359.0,6.1085,500001.0,NEAR BAY
+-122.52,37.91,30.0,4174.0,739.0,1818.0,705.0,5.5951,402900.0,NEAR BAY
+-122.52,37.89,17.0,4363.0,1041.0,1640.0,989.0,3.9531,417600.0,NEAR BAY
+-122.52,37.9,16.0,1704.0,402.0,689.0,348.0,4.4239,267100.0,NEAR BAY
+-122.54,37.9,41.0,3170.0,622.0,1091.0,528.0,3.7813,389200.0,NEAR BAY
+-122.55,37.9,34.0,1431.0,224.0,503.0,220.0,7.9606,453400.0,NEAR BAY
+-122.56,37.9,48.0,1550.0,253.0,641.0,276.0,8.634,463500.0,NEAR BAY
+-122.56,37.91,52.0,1972.0,327.0,755.0,345.0,7.1924,500001.0,NEAR BAY
+-122.56,37.92,37.0,1926.0,290.0,721.0,298.0,8.9248,500001.0,NEAR BAY
+-122.55,37.91,48.0,1283.0,278.0,567.0,255.0,3.2794,460000.0,NEAR BAY
+-122.53,37.88,25.0,4921.0,866.0,1913.0,834.0,6.8742,413100.0,NEAR BAY
+-122.54,37.88,30.0,4382.0,732.0,1775.0,745.0,6.7809,414400.0,NEAR BAY
+-122.53,37.87,20.0,1814.0,282.0,658.0,253.0,7.9977,400000.0,NEAR BAY
+-122.53,37.88,36.0,2688.0,485.0,1064.0,449.0,4.4583,308600.0,NEAR BAY
+-122.56,37.9,36.0,1760.0,283.0,562.0,246.0,6.7546,402400.0,NEAR BAY
+-122.54,37.89,33.0,4971.0,836.0,1907.0,795.0,6.1275,424400.0,NEAR BAY
+-122.53,37.89,35.0,4127.0,689.0,1596.0,707.0,5.9073,400400.0,NEAR BAY
+-122.56,37.9,24.0,221.0,41.0,75.0,38.0,5.1292,362500.0,NEAR BAY
+-122.51,37.87,21.0,3904.0,980.0,1949.0,919.0,2.862,258400.0,NEAR BAY
+-122.47,37.85,19.0,1926.0,593.0,881.0,546.0,2.9145,140400.0,NEAR BAY
+-122.5,37.87,17.0,4333.0,947.0,1650.0,919.0,6.3066,346100.0,NEAR BAY
+-122.49,37.86,35.0,2729.0,538.0,969.0,528.0,6.7669,500001.0,NEAR BAY
+-122.49,37.86,52.0,2175.0,510.0,809.0,503.0,4.5398,442000.0,NEAR BAY
+-122.48,37.86,52.0,3914.0,752.0,1177.0,670.0,6.2113,500001.0,NEAR BAY
+-122.48,37.85,42.0,6297.0,1307.0,2096.0,1205.0,6.4752,500001.0,NEAR BAY
+-122.49,37.85,38.0,240.0,29.0,63.0,34.0,12.2547,500001.0,NEAR BAY
+-122.52,37.88,52.0,176.0,50.0,88.0,46.0,3.8068,275000.0,NEAR BAY
+-122.62,37.85,30.0,833.0,164.0,358.0,143.0,6.8198,493800.0,NEAR OCEAN
+-122.53,37.86,38.0,1183.0,196.0,628.0,205.0,3.75,478600.0,NEAR BAY
+-122.66,37.93,42.0,1505.0,324.0,553.0,277.0,4.1792,350000.0,NEAR OCEAN
+-122.71,37.88,21.0,2845.0,552.0,599.0,250.0,4.3125,495800.0,NEAR OCEAN
+-122.69,37.91,43.0,1730.0,326.0,629.0,279.0,4.3194,238700.0,NEAR OCEAN
+-122.71,37.9,23.0,1250.0,257.0,437.0,188.0,3.115,242600.0,NEAR OCEAN
+-122.86,38.1,44.0,2602.0,509.0,691.0,343.0,4.3125,261500.0,NEAR OCEAN
+-122.84,38.07,31.0,1858.0,367.0,701.0,297.0,3.8269,270700.0,NEAR OCEAN
+-122.93,38.02,28.0,1284.0,265.0,628.0,219.0,3.5469,200000.0,NEAR OCEAN
+-122.68,38.07,26.0,1445.0,244.0,510.0,207.0,5.6305,430000.0,NEAR OCEAN
+-122.9,38.28,52.0,1275.0,218.0,627.0,185.0,2.3482,163500.0,NEAR OCEAN
+-122.96,38.26,20.0,1982.0,358.0,308.0,132.0,3.1429,240900.0,NEAR OCEAN
+-122.81,38.08,19.0,1615.0,366.0,815.0,337.0,3.4609,238800.0,NEAR OCEAN
+-122.8,38.18,36.0,2378.0,476.0,957.0,362.0,3.625,253100.0,NEAR OCEAN
+-120.19,37.53,25.0,1470.0,341.0,706.0,283.0,1.7614,71300.0,INLAND
+-120.02,37.57,17.0,2116.0,425.0,909.0,319.0,2.7188,113100.0,INLAND
+-119.99,37.51,14.0,2878.0,617.0,1011.0,509.0,1.398,103800.0,INLAND
+-119.95,37.47,32.0,1312.0,315.0,600.0,265.0,1.5,91500.0,INLAND
+-119.98,37.43,12.0,2776.0,592.0,1236.0,489.0,2.5551,105000.0,INLAND
+-120.07,37.34,16.0,1667.0,372.0,762.0,283.0,1.75,87500.0,INLAND
+-120.31,37.64,11.0,2403.0,497.0,890.0,344.0,3.0,120800.0,INLAND
+-120.15,37.69,13.0,866.0,252.0,369.0,165.0,2.875,70200.0,INLAND
+-120.02,37.72,17.0,2806.0,600.0,990.0,410.0,2.3818,88100.0,INLAND
+-119.81,37.67,24.0,172.0,42.0,79.0,30.0,3.8333,93800.0,INLAND
+-119.82,37.57,13.0,1713.0,340.0,643.0,241.0,2.662,92400.0,INLAND
+-119.9,37.49,13.0,2230.0,443.0,920.0,361.0,3.0,112000.0,INLAND
+-119.84,37.48,17.0,2582.0,553.0,1087.0,423.0,2.5,104200.0,INLAND
+-119.8,37.5,15.0,989.0,184.0,406.0,151.0,3.1771,121900.0,INLAND
+-119.72,37.46,13.0,1999.0,375.0,750.0,308.0,2.875,96000.0,INLAND
+-119.85,37.39,14.0,2744.0,555.0,1153.0,474.0,2.753,111100.0,INLAND
+-119.55,37.75,30.0,2165.0,536.0,1500.0,414.0,3.5391,55900.0,INLAND
+-119.64,37.61,30.0,2857.0,661.0,291.0,135.0,2.6838,164600.0,INLAND
+-123.15,39.74,23.0,608.0,143.0,281.0,108.0,2.9306,70000.0,INLAND
+-123.24,39.81,25.0,1435.0,304.0,746.0,259.0,1.7788,57900.0,INLAND
+-123.23,39.77,25.0,2075.0,435.0,991.0,377.0,1.2281,60300.0,INLAND
+-123.47,39.8,18.0,2130.0,545.0,863.0,346.0,2.3571,79200.0,INLAND
+-123.71,39.88,42.0,1518.0,383.0,656.0,303.0,1.4952,69800.0,NEAR OCEAN
+-123.84,39.83,19.0,1461.0,340.0,515.0,227.0,1.5278,145800.0,NEAR OCEAN
+-123.58,39.66,15.0,1839.0,489.0,887.0,332.0,2.2429,100000.0,<1H OCEAN
+-123.5,39.67,22.0,2124.0,450.0,1122.0,446.0,2.1793,71500.0,INLAND
+-123.64,39.45,21.0,3359.0,677.0,1908.0,642.0,3.0433,140700.0,<1H OCEAN
+-123.79,39.5,24.0,1421.0,291.0,588.0,274.0,2.325,157300.0,<1H OCEAN
+-123.8,39.47,28.0,2492.0,507.0,1202.0,460.0,2.7857,150300.0,<1H OCEAN
+-123.73,39.44,32.0,790.0,151.0,380.0,142.0,2.7,165000.0,<1H OCEAN
+-123.84,39.46,47.0,1150.0,244.0,552.0,201.0,2.5192,110400.0,<1H OCEAN
+-123.8,39.46,35.0,1718.0,345.0,698.0,299.0,2.9243,131600.0,<1H OCEAN
+-123.8,39.44,52.0,1533.0,336.0,754.0,340.0,1.9213,95000.0,<1H OCEAN
+-123.79,39.44,49.0,2290.0,482.0,1201.0,479.0,3.5,113300.0,<1H OCEAN
+-123.8,39.44,33.0,2024.0,459.0,1019.0,422.0,1.9208,93600.0,<1H OCEAN
+-123.79,39.44,36.0,1330.0,273.0,761.0,286.0,2.7813,105800.0,<1H OCEAN
+-123.79,39.44,16.0,2017.0,423.0,1177.0,414.0,3.2171,116200.0,<1H OCEAN
+-123.85,39.42,11.0,1804.0,506.0,895.0,451.0,1.7574,150000.0,<1H OCEAN
+-123.34,39.5,15.0,2342.0,535.0,1064.0,433.0,1.8967,96600.0,INLAND
+-123.4,39.46,10.0,4086.0,831.0,2111.0,758.0,3.2156,104400.0,<1H OCEAN
+-123.32,39.42,22.0,2085.0,432.0,1133.0,402.0,2.3906,92600.0,<1H OCEAN
+-123.38,39.37,18.0,3946.0,813.0,1899.0,730.0,2.6424,124600.0,<1H OCEAN
+-123.35,39.42,18.0,1619.0,346.0,904.0,295.0,2.1625,77200.0,<1H OCEAN
+-123.37,39.43,32.0,2780.0,470.0,1281.0,479.0,3.588,96000.0,<1H OCEAN
+-123.36,39.41,46.0,1748.0,362.0,808.0,330.0,2.9183,76900.0,<1H OCEAN
+-123.35,39.4,27.0,1321.0,338.0,779.0,327.0,1.85,71800.0,<1H OCEAN
+-123.36,39.4,21.0,1081.0,254.0,715.0,275.0,1.5625,71500.0,<1H OCEAN
+-123.34,39.39,18.0,2821.0,628.0,1636.0,615.0,2.3333,84000.0,<1H OCEAN
+-123.1,39.36,19.0,1056.0,248.0,611.0,226.0,1.746,105000.0,INLAND
+-123.23,39.33,20.0,804.0,121.0,448.0,140.0,3.9632,147100.0,<1H OCEAN
+-123.15,39.31,19.0,1026.0,205.0,424.0,152.0,2.8833,154200.0,INLAND
+-123.11,39.32,20.0,2745.0,504.0,1421.0,430.0,3.3431,137500.0,INLAND
+-123.18,39.26,25.0,3066.0,570.0,1558.0,535.0,3.788,134200.0,<1H OCEAN
+-123.22,39.28,16.0,5569.0,1106.0,3148.0,1088.0,3.1455,142900.0,<1H OCEAN
+-123.36,39.25,17.0,1087.0,254.0,522.0,202.0,2.5875,144500.0,<1H OCEAN
+-123.18,39.23,18.0,243.0,55.0,115.0,54.0,2.125,175000.0,<1H OCEAN
+-123.21,39.2,17.0,3145.0,693.0,1560.0,647.0,2.2926,149300.0,<1H OCEAN
+-123.19,39.21,22.0,1542.0,291.0,821.0,285.0,3.5917,118800.0,<1H OCEAN
+-123.2,39.23,26.0,786.0,168.0,494.0,161.0,2.3583,105400.0,<1H OCEAN
+-123.75,39.37,16.0,1377.0,296.0,830.0,279.0,3.25,151400.0,<1H OCEAN
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+-118.98,37.64,17.0,3769.0,908.0,1160.0,453.0,3.05,188900.0,INLAND
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+-118.97,37.64,14.0,2284.0,622.0,342.0,137.0,3.0921,87500.0,INLAND
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+-121.62,36.67,31.0,2697.0,690.0,2220.0,665.0,2.5329,135200.0,<1H OCEAN
+-121.63,36.67,34.0,2486.0,560.0,2443.0,557.0,2.5263,130400.0,<1H OCEAN
+-121.64,36.67,28.0,256.0,66.0,214.0,60.0,3.0197,137500.0,<1H OCEAN
+-121.63,36.65,44.0,309.0,121.0,315.0,80.0,1.6071,112500.0,<1H OCEAN
+-121.64,36.66,24.0,3174.0,506.0,1466.0,535.0,5.2285,248100.0,<1H OCEAN
+-121.65,36.66,30.0,3745.0,767.0,1762.0,748.0,3.2355,214200.0,<1H OCEAN
+-121.65,36.66,42.0,4261.0,840.0,2013.0,801.0,3.5288,221000.0,<1H OCEAN
+-121.65,36.67,52.0,2351.0,459.0,1169.0,439.0,2.8924,169600.0,<1H OCEAN
+-121.65,36.67,28.0,1926.0,556.0,1717.0,535.0,1.9385,123200.0,<1H OCEAN
+-121.66,36.68,10.0,913.0,265.0,508.0,251.0,0.9914,147500.0,<1H OCEAN
+-121.66,36.67,40.0,2878.0,592.0,1444.0,564.0,3.1439,192300.0,<1H OCEAN
+-121.66,36.67,40.0,2497.0,520.0,1275.0,508.0,3.1071,193100.0,<1H OCEAN
+-121.67,36.66,19.0,9371.0,1980.0,4259.0,1882.0,3.6875,189700.0,<1H OCEAN
+-121.67,36.67,24.0,3071.0,544.0,1477.0,560.0,3.9219,222500.0,<1H OCEAN
+-121.68,36.67,26.0,5745.0,1017.0,2780.0,996.0,5.0,202300.0,<1H OCEAN
+-121.67,36.68,38.0,5561.0,1292.0,3523.0,1253.0,2.8289,168300.0,<1H OCEAN
+-121.66,36.69,6.0,10613.0,2485.0,7249.0,2375.0,3.7912,168900.0,<1H OCEAN
+-121.79,36.85,28.0,1049.0,235.0,705.0,208.0,2.7321,150000.0,NEAR OCEAN
+-121.77,36.87,37.0,424.0,65.0,266.0,64.0,3.3472,293800.0,NEAR OCEAN
+-121.73,36.9,23.0,2392.0,721.0,3074.0,718.0,2.5195,136900.0,<1H OCEAN
+-121.71,36.9,16.0,1680.0,285.0,1103.0,275.0,4.6125,253800.0,<1H OCEAN
+-121.68,36.9,13.0,833.0,130.0,405.0,127.0,5.2729,322900.0,<1H OCEAN
+-121.66,36.89,15.0,2608.0,458.0,1531.0,457.0,5.5148,253500.0,<1H OCEAN
+-121.76,36.83,28.0,1445.0,268.0,1017.0,284.0,3.6693,211000.0,<1H OCEAN
+-121.73,36.86,28.0,827.0,178.0,703.0,144.0,4.4271,175700.0,<1H OCEAN
+-121.71,36.88,19.0,2528.0,554.0,2332.0,492.0,3.7766,177000.0,<1H OCEAN
+-121.73,36.85,22.0,1304.0,278.0,887.0,227.0,3.6607,206300.0,<1H OCEAN
+-121.7,36.84,19.0,2511.0,465.0,1551.0,450.0,4.9107,231900.0,<1H OCEAN
+-121.65,36.85,20.0,2606.0,424.0,1361.0,426.0,4.5787,245100.0,<1H OCEAN
+-121.69,36.8,19.0,2164.0,410.0,1309.0,426.0,3.338,185300.0,<1H OCEAN
+-121.74,36.79,16.0,3841.0,620.0,1799.0,611.0,4.3814,245300.0,<1H OCEAN
+-121.72,36.81,18.0,1984.0,379.0,1078.0,359.0,3.2969,229900.0,<1H OCEAN
+-121.69,36.81,18.0,2837.0,522.0,1454.0,458.0,4.5272,221000.0,<1H OCEAN
+-121.66,36.82,17.0,3921.0,654.0,1895.0,641.0,5.0092,238700.0,<1H OCEAN
+-121.64,36.82,18.0,1819.0,283.0,919.0,295.0,4.1696,222500.0,<1H OCEAN
+-121.76,36.75,21.0,1141.0,257.0,671.0,195.0,3.8424,155700.0,<1H OCEAN
+-121.7,36.77,21.0,2294.0,478.0,1306.0,430.0,3.0347,227200.0,<1H OCEAN
+-121.76,36.77,27.0,1608.0,503.0,2031.0,498.0,2.3384,121000.0,<1H OCEAN
+-121.75,36.77,25.0,1851.0,418.0,1678.0,390.0,3.2937,135300.0,<1H OCEAN
+-121.75,36.76,32.0,1740.0,399.0,1563.0,389.0,2.7694,132400.0,<1H OCEAN
+-121.64,36.74,30.0,2628.0,444.0,1372.0,432.0,4.1696,175000.0,<1H OCEAN
+-121.64,36.8,18.0,5915.0,1000.0,2975.0,975.0,4.5812,255200.0,<1H OCEAN
+-121.6,36.81,18.0,1575.0,230.0,751.0,219.0,5.2203,286500.0,<1H OCEAN
+-121.65,36.77,15.0,2191.0,358.0,1150.0,330.0,4.7969,227500.0,<1H OCEAN
+-121.68,36.72,12.0,19234.0,4492.0,12153.0,4372.0,3.2652,152800.0,<1H OCEAN
+-121.7,36.67,37.0,641.0,129.0,458.0,142.0,3.3456,252600.0,<1H OCEAN
+-121.62,36.63,52.0,1437.0,298.0,836.0,257.0,3.6286,165500.0,<1H OCEAN
+-121.54,36.7,12.0,6758.0,1241.0,3918.0,1100.0,3.525,201700.0,<1H OCEAN
+-121.62,36.69,11.0,4712.0,1098.0,5982.0,1105.0,2.5986,135700.0,<1H OCEAN
+-121.62,36.69,12.0,512.0,144.0,767.0,149.0,2.2667,72900.0,<1H OCEAN
+-121.69,36.62,19.0,1907.0,323.0,681.0,270.0,6.0332,244900.0,<1H OCEAN
+-121.7,36.6,19.0,3562.0,530.0,1607.0,505.0,5.0162,283100.0,<1H OCEAN
+-121.67,36.58,11.0,5892.0,837.0,2327.0,812.0,6.1551,291800.0,<1H OCEAN
+-121.59,36.55,34.0,737.0,140.0,362.0,138.0,5.1788,270000.0,<1H OCEAN
+-121.7,36.55,21.0,3905.0,583.0,1528.0,586.0,7.6245,336600.0,<1H OCEAN
+-121.69,36.52,15.0,4037.0,586.0,1596.0,557.0,8.0922,390100.0,<1H OCEAN
+-121.43,36.5,14.0,1835.0,468.0,1867.0,461.0,2.3879,129800.0,<1H OCEAN
+-121.44,36.51,31.0,1636.0,380.0,1468.0,339.0,3.2219,114700.0,<1H OCEAN
+-121.45,36.51,29.0,1045.0,311.0,1245.0,273.0,1.775,112500.0,<1H OCEAN
+-121.42,36.57,13.0,2685.0,621.0,2474.0,573.0,2.8775,134100.0,<1H OCEAN
+-121.48,36.49,28.0,1006.0,228.0,738.0,193.0,1.9722,210700.0,<1H OCEAN
+-121.74,36.49,33.0,2952.0,565.0,1264.0,517.0,4.4209,274600.0,<1H OCEAN
+-121.73,36.5,27.0,3184.0,520.0,1121.0,493.0,5.6383,377000.0,<1H OCEAN
+-121.74,36.47,28.0,1973.0,343.0,970.0,349.0,4.25,279100.0,<1H OCEAN
+-121.7,36.48,19.0,2150.0,479.0,1052.0,428.0,3.5039,288400.0,<1H OCEAN
+-121.62,36.43,20.0,1335.0,290.0,717.0,243.0,4.7891,230600.0,<1H OCEAN
+-121.66,36.37,9.0,1580.0,287.0,465.0,208.0,6.1668,405800.0,<1H OCEAN
+-121.31,36.42,21.0,2740.0,615.0,2630.0,564.0,2.6629,102700.0,<1H OCEAN
+-121.32,36.42,20.0,1054.0,269.0,1219.0,273.0,3.0437,76600.0,<1H OCEAN
+-121.32,36.43,22.0,2927.0,637.0,2546.0,618.0,2.7153,114300.0,<1H OCEAN
+-121.33,36.43,40.0,622.0,194.0,902.0,196.0,2.625,109100.0,<1H OCEAN
+-121.4,36.38,39.0,2288.0,529.0,1449.0,410.0,3.3289,190600.0,<1H OCEAN
+-121.23,36.33,23.0,2095.0,536.0,1858.0,457.0,3.0543,92400.0,<1H OCEAN
+-121.25,36.32,12.0,4776.0,1082.0,4601.0,1066.0,2.9184,100500.0,<1H OCEAN
+-121.26,36.32,30.0,146.0,41.0,164.0,40.0,2.3,206300.0,<1H OCEAN
+-121.24,36.33,13.0,1642.0,418.0,1534.0,388.0,3.1222,125500.0,<1H OCEAN
+-121.24,36.34,33.0,1691.0,308.0,792.0,262.0,2.6648,164600.0,<1H OCEAN
+-121.12,36.21,16.0,1720.0,473.0,1427.0,291.0,2.1107,76200.0,<1H OCEAN
+-121.13,36.21,27.0,1476.0,352.0,1156.0,358.0,3.1929,137900.0,<1H OCEAN
+-121.13,36.21,30.0,1484.0,414.0,1200.0,351.0,1.7548,95800.0,<1H OCEAN
+-121.13,36.21,34.0,2504.0,550.0,1810.0,547.0,3.4821,113700.0,<1H OCEAN
+-121.13,36.2,16.0,1868.0,443.0,1323.0,436.0,2.9559,163200.0,<1H OCEAN
+-121.02,36.24,12.0,2198.0,507.0,1971.0,502.0,2.6801,100000.0,<1H OCEAN
+-121.2,36.14,12.0,3738.0,710.0,2337.0,664.0,3.9647,135000.0,<1H OCEAN
+-121.39,36.16,28.0,1057.0,249.0,288.0,130.0,3.0526,146900.0,NEAR OCEAN
+-121.32,35.95,31.0,372.0,68.0,479.0,67.0,3.5547,200000.0,NEAR OCEAN
+-121.0,35.94,16.0,3077.0,628.0,1479.0,536.0,3.3724,114600.0,<1H OCEAN
+-120.79,36.06,29.0,1916.0,386.0,1019.0,314.0,2.4881,87500.0,<1H OCEAN
+-120.51,35.91,39.0,768.0,162.0,264.0,118.0,5.3245,250000.0,INLAND
+-121.91,36.42,14.0,1078.0,261.0,382.0,171.0,3.7083,210000.0,NEAR OCEAN
+-121.84,36.25,20.0,958.0,245.0,590.0,189.0,2.6094,362500.0,NEAR OCEAN
+-121.62,36.14,25.0,726.0,274.0,411.0,214.0,3.2375,450000.0,NEAR OCEAN
+-121.87,36.55,20.0,10053.0,1768.0,3083.0,1621.0,5.1506,387500.0,NEAR OCEAN
+-121.82,36.54,22.0,1746.0,363.0,886.0,364.0,5.5469,378800.0,<1H OCEAN
+-121.77,36.53,18.0,2321.0,358.0,803.0,341.0,10.1854,426000.0,<1H OCEAN
+-121.84,36.52,18.0,3165.0,533.0,1312.0,434.0,6.5234,357400.0,NEAR OCEAN
+-121.88,36.49,28.0,2830.0,458.0,898.0,370.0,5.8142,500001.0,NEAR OCEAN
+-121.92,36.57,42.0,3944.0,738.0,1374.0,598.0,4.174,394400.0,NEAR OCEAN
+-121.91,36.55,39.0,5468.0,834.0,1782.0,712.0,5.7248,398800.0,NEAR OCEAN
+-121.92,36.54,33.0,5323.0,887.0,1670.0,740.0,3.9792,468000.0,NEAR OCEAN
+-121.92,36.56,40.0,2124.0,449.0,643.0,341.0,5.5164,369100.0,NEAR OCEAN
+-121.94,36.55,30.0,2722.0,584.0,628.0,384.0,3.4048,487100.0,NEAR OCEAN
+-121.92,36.56,39.0,2144.0,538.0,749.0,419.0,2.7039,364000.0,NEAR OCEAN
+-121.92,36.55,37.0,2190.0,419.0,490.0,300.0,3.7852,465800.0,NEAR OCEAN
+-121.92,36.55,44.0,3494.0,635.0,693.0,415.0,3.6,452800.0,NEAR OCEAN
+-121.92,36.55,52.0,2616.0,483.0,582.0,313.0,3.275,500001.0,NEAR OCEAN
+-121.95,36.61,31.0,1736.0,250.0,497.0,170.0,6.3835,407800.0,NEAR OCEAN
+-121.93,36.59,25.0,2201.0,353.0,622.0,295.0,5.0621,386500.0,NEAR OCEAN
+-121.95,36.6,32.0,3152.0,504.0,793.0,426.0,7.1198,469900.0,NEAR OCEAN
+-121.95,36.59,22.0,3553.0,530.0,1108.0,441.0,5.8505,417100.0,NEAR OCEAN
+-121.94,36.58,23.0,4911.0,693.0,1480.0,606.0,6.777,500000.0,NEAR OCEAN
+-121.94,36.57,28.0,3153.0,409.0,569.0,271.0,14.4113,500001.0,NEAR OCEAN
+-121.93,36.6,33.0,3455.0,683.0,1704.0,663.0,4.0154,225700.0,NEAR OCEAN
+-121.92,36.61,29.0,3735.0,808.0,1873.0,757.0,3.1543,253800.0,NEAR OCEAN
+-121.93,36.62,34.0,2351.0,,1063.0,428.0,3.725,278000.0,NEAR OCEAN
+-121.92,36.61,27.0,3044.0,661.0,1229.0,618.0,3.1359,268000.0,NEAR OCEAN
+-121.93,36.62,39.0,869.0,173.0,406.0,165.0,4.0313,253800.0,NEAR OCEAN
+-121.92,36.62,52.0,974.0,190.0,403.0,181.0,4.3281,236500.0,NEAR OCEAN
+-121.92,36.62,52.0,1001.0,191.0,425.0,184.0,3.7614,241700.0,NEAR OCEAN
+-121.92,36.62,47.0,1811.0,401.0,948.0,375.0,3.0379,249300.0,NEAR OCEAN
+-121.91,36.62,52.0,1431.0,300.0,657.0,293.0,3.2865,240100.0,<1H OCEAN
+-121.92,36.62,52.0,867.0,199.0,391.0,187.0,2.6713,234600.0,NEAR OCEAN
+-121.92,36.62,52.0,1410.0,303.0,578.0,285.0,2.5625,235400.0,NEAR OCEAN
+-121.92,36.62,52.0,728.0,161.0,313.0,142.0,3.4327,254500.0,NEAR OCEAN
+-121.91,36.62,40.0,1292.0,271.0,504.0,230.0,2.475,258300.0,<1H OCEAN
+-121.91,36.62,30.0,724.0,167.0,325.0,155.0,3.3333,247900.0,<1H OCEAN
+-121.71,36.78,19.0,2371.0,324.0,944.0,332.0,5.9175,240200.0,<1H OCEAN
+-121.92,36.62,52.0,2584.0,599.0,790.0,444.0,2.5263,286400.0,NEAR OCEAN
+-121.91,36.62,52.0,541.0,157.0,240.0,145.0,3.5865,290000.0,<1H OCEAN
+-121.91,36.62,52.0,1220.0,267.0,488.0,265.0,3.7454,243800.0,<1H OCEAN
+-121.91,36.63,42.0,817.0,194.0,391.0,193.0,2.1776,279200.0,<1H OCEAN
+-121.93,36.63,28.0,3983.0,852.0,1582.0,778.0,3.5147,313900.0,NEAR OCEAN
+-121.93,36.63,33.0,1740.0,342.0,638.0,329.0,3.1912,319800.0,NEAR OCEAN
+-121.92,36.63,40.0,1076.0,193.0,406.0,180.0,3.4943,311100.0,<1H OCEAN
+-121.93,36.63,41.0,1049.0,198.0,428.0,183.0,4.3571,287500.0,NEAR OCEAN
+-121.92,36.63,36.0,877.0,175.0,349.0,168.0,3.4167,339100.0,<1H OCEAN
+-121.89,36.63,20.0,1834.0,554.0,971.0,514.0,3.0383,217300.0,<1H OCEAN
+-121.9,36.61,29.0,3412.0,827.0,1574.0,759.0,2.9309,217100.0,NEAR OCEAN
+-121.91,36.61,30.0,2755.0,597.0,1519.0,554.0,3.2952,234600.0,NEAR OCEAN
+-121.92,36.61,27.0,1619.0,352.0,831.0,344.0,4.3,226400.0,NEAR OCEAN
+-121.92,36.61,21.0,1242.0,340.0,834.0,362.0,2.4922,243800.0,NEAR OCEAN
+-121.9,36.6,39.0,1629.0,423.0,804.0,386.0,2.4663,236500.0,NEAR OCEAN
+-121.9,36.6,33.0,2461.0,649.0,1234.0,601.0,2.8727,225000.0,NEAR OCEAN
+-121.9,36.6,45.0,2249.0,412.0,944.0,429.0,3.0625,260300.0,NEAR OCEAN
+-121.9,36.59,42.0,2689.0,510.0,1023.0,459.0,4.6182,301000.0,NEAR OCEAN
+-121.9,36.58,31.0,1431.0,,704.0,393.0,3.1977,289300.0,NEAR OCEAN
+-121.91,36.59,31.0,2034.0,335.0,966.0,322.0,4.6964,291300.0,NEAR OCEAN
+-121.91,36.6,35.0,2605.0,410.0,1110.0,406.0,5.5519,329500.0,NEAR OCEAN
+-121.91,36.59,17.0,5039.0,833.0,1678.0,710.0,6.2323,339100.0,NEAR OCEAN
+-121.89,36.6,40.0,626.0,164.0,337.0,150.0,2.7917,225000.0,<1H OCEAN
+-121.89,36.6,19.0,656.0,200.0,248.0,173.0,1.2656,500000.0,<1H OCEAN
+-121.88,36.6,30.0,1671.0,469.0,760.0,375.0,2.5164,178100.0,<1H OCEAN
+-121.88,36.59,30.0,1822.0,505.0,932.0,496.0,2.6894,179500.0,<1H OCEAN
+-121.89,36.59,18.0,2700.0,937.0,1042.0,744.0,3.1364,150000.0,NEAR OCEAN
+-121.89,36.59,32.0,784.0,112.0,262.0,114.0,6.918,500001.0,NEAR OCEAN
+-121.88,36.58,29.0,4910.0,871.0,3438.0,904.0,4.0432,450000.0,NEAR OCEAN
+-121.86,36.58,20.0,6332.0,991.0,2668.0,955.0,5.7578,347700.0,<1H OCEAN
+-121.81,36.57,13.0,3030.0,413.0,1027.0,363.0,6.9615,500001.0,<1H OCEAN
+-121.87,36.61,21.0,1616.0,400.0,688.0,384.0,4.2109,278800.0,<1H OCEAN
+-121.86,36.6,31.0,1044.0,285.0,762.0,301.0,3.038,195300.0,<1H OCEAN
+-121.86,36.6,21.0,3634.0,1011.0,1985.0,917.0,2.9085,156300.0,<1H OCEAN
+-121.86,36.6,33.0,1409.0,307.0,633.0,290.0,3.5568,191200.0,<1H OCEAN
+-121.85,36.6,21.0,2381.0,701.0,1264.0,659.0,2.5372,218000.0,<1H OCEAN
+-121.85,36.59,42.0,891.0,203.0,525.0,212.0,3.3156,186300.0,<1H OCEAN
+-121.84,36.59,34.0,3852.0,733.0,1661.0,696.0,4.3269,221300.0,<1H OCEAN
+-121.83,36.61,27.0,5665.0,1281.0,3612.0,1191.0,3.0542,142100.0,<1H OCEAN
+-121.83,36.6,30.0,2748.0,502.0,1491.0,535.0,4.3472,185000.0,<1H OCEAN
+-121.84,36.61,26.0,2902.0,761.0,2258.0,719.0,2.5663,128900.0,<1H OCEAN
+-121.84,36.6,30.0,2958.0,691.0,1616.0,666.0,3.4643,191800.0,<1H OCEAN
+-121.84,36.61,21.0,2876.0,802.0,2487.0,795.0,2.2007,112800.0,<1H OCEAN
+-121.84,36.61,15.0,2190.0,586.0,1570.0,510.0,1.875,122300.0,<1H OCEAN
+-121.82,36.61,24.0,2437.0,438.0,1430.0,444.0,3.8015,169100.0,<1H OCEAN
+-121.83,36.61,26.0,3723.0,789.0,2563.0,747.0,3.4531,133100.0,<1H OCEAN
+-121.83,36.61,27.0,2248.0,466.0,1644.0,453.0,3.2545,131200.0,<1H OCEAN
+-121.83,36.62,33.0,2938.0,576.0,1516.0,568.0,3.5,162400.0,<1H OCEAN
+-121.83,36.62,33.0,1771.0,398.0,1037.0,388.0,2.7708,161800.0,<1H OCEAN
+-121.85,36.6,41.0,3138.0,717.0,1890.0,642.0,2.4864,140400.0,<1H OCEAN
+-121.85,36.61,38.0,238.0,,191.0,67.0,1.3897,125000.0,<1H OCEAN
+-121.86,36.63,37.0,338.0,109.0,231.0,100.0,2.5313,108300.0,<1H OCEAN
+-121.84,36.62,26.0,32.0,8.0,27.0,10.0,2.225,150000.0,<1H OCEAN
+-121.79,36.64,11.0,32627.0,6445.0,28566.0,6082.0,2.3087,118800.0,<1H OCEAN
+-121.8,36.68,18.0,8581.0,1957.0,6071.0,1889.0,3.0,162200.0,<1H OCEAN
+-121.79,36.68,22.0,6912.0,1513.0,3794.0,1455.0,3.0608,168300.0,<1H OCEAN
+-121.8,36.72,14.0,2493.0,407.0,1296.0,418.0,5.4508,190000.0,<1H OCEAN
+-121.8,36.69,12.0,3877.0,914.0,2274.0,858.0,3.4239,194800.0,<1H OCEAN
+-121.77,36.71,18.0,6601.0,1395.0,3562.0,1299.0,3.512,174800.0,<1H OCEAN
+-122.29,38.3,52.0,144.0,54.0,89.0,48.0,1.0096,162500.0,NEAR BAY
+-122.29,38.3,52.0,935.0,224.0,315.0,207.0,1.8287,146900.0,NEAR BAY
+-122.3,38.3,21.0,1108.0,269.0,524.0,274.0,2.7619,154600.0,NEAR BAY
+-122.3,38.3,52.0,1128.0,207.0,450.0,197.0,3.3542,154600.0,NEAR BAY
+-122.29,38.3,52.0,1219.0,288.0,847.0,283.0,1.6691,183300.0,NEAR BAY
+-122.28,38.29,23.0,1398.0,388.0,1112.0,406.0,2.2366,140200.0,NEAR BAY
+-122.29,38.29,52.0,3217.0,742.0,1670.0,671.0,2.4398,163100.0,NEAR BAY
+-122.3,38.29,48.0,2278.0,477.0,1219.0,453.0,2.9643,154000.0,NEAR BAY
+-122.3,38.29,40.0,1739.0,318.0,744.0,312.0,2.6518,156100.0,NEAR BAY
+-122.29,38.28,38.0,2308.0,425.0,1272.0,406.0,3.6083,134200.0,NEAR BAY
+-122.26,38.29,10.0,969.0,160.0,482.0,180.0,6.5799,218100.0,NEAR BAY
+-122.27,38.29,36.0,1446.0,306.0,678.0,295.0,2.8409,153000.0,NEAR BAY
+-122.28,38.3,23.0,526.0,152.0,245.0,130.0,2.0134,142500.0,NEAR BAY
+-122.28,38.29,19.0,531.0,112.0,139.0,80.0,1.9875,325000.0,NEAR BAY
+-122.27,38.29,20.0,3870.0,795.0,2088.0,774.0,3.3021,152700.0,NEAR BAY
+-122.26,38.28,24.0,2831.0,502.0,1462.0,503.0,4.5,158300.0,NEAR BAY
+-122.27,38.28,37.0,1170.0,303.0,766.0,302.0,2.6618,136200.0,NEAR BAY
+-122.26,38.31,33.0,4518.0,704.0,1776.0,669.0,5.2444,281100.0,NEAR BAY
+-122.27,38.32,31.0,1267.0,319.0,545.0,297.0,1.9946,206800.0,NEAR BAY
+-122.27,38.31,44.0,3030.0,589.0,1373.0,582.0,2.9054,155200.0,NEAR BAY
+-122.28,38.32,12.0,4609.0,1005.0,2293.0,960.0,3.4543,194500.0,NEAR BAY
+-122.29,38.32,23.0,4312.0,993.0,2317.0,934.0,2.7667,153200.0,NEAR BAY
+-122.3,38.32,20.0,2063.0,486.0,1045.0,460.0,2.5035,153200.0,NEAR BAY
+-122.3,38.31,34.0,1797.0,395.0,1162.0,407.0,3.455,137500.0,NEAR BAY
+-122.29,38.31,25.0,4927.0,1005.0,2756.0,998.0,2.7325,162900.0,NEAR BAY
+-122.28,38.31,52.0,58.0,18.0,48.0,22.0,1.76,166700.0,NEAR BAY
+-122.29,38.31,45.0,3075.0,754.0,1635.0,723.0,2.2721,139800.0,NEAR BAY
+-122.3,38.3,44.0,3690.0,809.0,1922.0,736.0,2.6346,139800.0,NEAR BAY
+-122.31,38.34,19.0,4187.0,684.0,1827.0,605.0,4.5293,210400.0,NEAR BAY
+-122.31,38.33,21.0,1922.0,344.0,1051.0,342.0,3.6042,183300.0,NEAR BAY
+-122.3,38.33,15.0,4741.0,956.0,2043.0,856.0,4.1862,183600.0,NEAR BAY
+-122.31,38.33,26.0,2155.0,339.0,956.0,365.0,4.0132,174700.0,NEAR BAY
+-122.31,38.32,33.0,2463.0,421.0,1235.0,465.0,3.7045,161500.0,NEAR BAY
+-122.32,38.33,17.0,851.0,118.0,370.0,123.0,5.0877,209300.0,NEAR BAY
+-122.33,38.33,15.0,3193.0,468.0,1303.0,426.0,5.3017,202600.0,NEAR BAY
+-122.32,38.32,19.0,2922.0,417.0,1221.0,442.0,5.8002,238700.0,NEAR BAY
+-122.32,38.32,22.0,2483.0,528.0,1478.0,492.0,4.0878,164400.0,NEAR BAY
+-122.31,38.32,35.0,3997.0,762.0,2074.0,703.0,3.285,138100.0,NEAR BAY
+-122.32,38.32,26.0,2710.0,498.0,1439.0,484.0,5.0,175200.0,NEAR BAY
+-122.33,38.31,14.0,6778.0,947.0,2768.0,1014.0,6.1953,258900.0,NEAR BAY
+-122.31,38.3,25.0,3883.0,740.0,1641.0,676.0,3.9,187300.0,NEAR BAY
+-122.31,38.31,32.0,2577.0,458.0,1172.0,447.0,3.8796,175500.0,NEAR BAY
+-122.31,38.3,45.0,3023.0,659.0,1789.0,657.0,3.6039,126000.0,NEAR BAY
+-122.32,38.29,21.0,1607.0,356.0,834.0,352.0,2.3787,177900.0,NEAR BAY
+-122.33,38.29,14.0,3541.0,499.0,1577.0,459.0,5.3351,269900.0,NEAR BAY
+-122.3,38.29,20.0,1789.0,434.0,1113.0,398.0,2.4728,139700.0,NEAR BAY
+-122.3,38.29,25.0,1701.0,427.0,1021.0,399.0,3.0404,142100.0,NEAR BAY
+-122.3,38.28,31.0,1633.0,316.0,944.0,300.0,3.3977,158700.0,NEAR BAY
+-122.31,38.27,34.0,1748.0,284.0,783.0,303.0,4.3585,194400.0,NEAR BAY
+-122.3,38.27,4.0,1051.0,263.0,455.0,248.0,3.6389,130200.0,NEAR BAY
+-122.3,38.25,18.0,3548.0,880.0,1476.0,699.0,3.7188,163400.0,NEAR BAY
+-122.21,38.28,35.0,1273.0,210.0,555.0,181.0,4.4861,269300.0,NEAR BAY
+-122.24,38.25,33.0,213.0,36.0,91.0,33.0,4.9167,187500.0,NEAR BAY
+-122.28,38.22,42.0,106.0,18.0,40.0,25.0,7.5197,275000.0,NEAR BAY
+-122.29,38.19,13.0,7065.0,1259.0,3864.0,1221.0,4.7472,148600.0,NEAR BAY
+-122.25,38.17,34.0,778.0,137.0,406.0,136.0,4.2955,121300.0,NEAR BAY
+-122.23,38.17,45.0,350.0,,225.0,72.0,1.8942,216700.0,NEAR BAY
+-122.25,38.16,17.0,4459.0,944.0,1812.0,888.0,2.9375,106700.0,NEAR BAY
+-122.26,38.16,23.0,2840.0,491.0,1586.0,466.0,4.0337,130400.0,NEAR BAY
+-122.39,38.37,33.0,1066.0,191.0,403.0,163.0,6.8,240800.0,<1H OCEAN
+-122.37,38.33,29.0,1868.0,291.0,764.0,284.0,4.825,195100.0,NEAR BAY
+-122.35,38.3,18.0,3735.0,557.0,1504.0,521.0,5.6304,243100.0,NEAR BAY
+-122.33,38.21,33.0,2017.0,370.0,949.0,342.0,4.625,228600.0,NEAR BAY
+-122.4,38.34,33.0,1408.0,273.0,520.0,212.0,3.5781,242500.0,<1H OCEAN
+-122.33,38.38,28.0,1020.0,169.0,504.0,164.0,4.5694,287500.0,INLAND
+-122.4,38.41,20.0,4867.0,1015.0,1725.0,1015.0,2.5685,267600.0,INLAND
+-122.32,38.35,20.0,3494.0,549.0,1673.0,541.0,5.5718,185200.0,INLAND
+-122.36,38.41,18.0,1808.0,400.0,968.0,370.0,3.7067,175000.0,INLAND
+-122.36,38.4,16.0,2716.0,546.0,898.0,500.0,2.2536,201200.0,INLAND
+-122.18,38.35,24.0,407.0,68.0,175.0,61.0,6.0266,216700.0,INLAND
+-122.21,38.41,12.0,4270.0,654.0,1624.0,598.0,5.5266,331300.0,INLAND
+-122.29,38.4,28.0,2024.0,340.0,844.0,309.0,4.7833,361100.0,INLAND
+-122.33,38.39,36.0,831.0,122.0,272.0,109.0,6.3427,304800.0,INLAND
+-122.28,38.34,44.0,1066.0,190.0,416.0,174.0,3.6389,304000.0,NEAR BAY
+-122.26,38.36,25.0,1821.0,344.0,349.0,179.0,6.9931,398800.0,INLAND
+-122.26,38.33,34.0,2048.0,316.0,780.0,267.0,5.815,339200.0,NEAR BAY
+-122.23,38.33,31.0,3440.0,574.0,1538.0,537.0,5.5368,325900.0,NEAR BAY
+-122.24,38.31,38.0,1938.0,301.0,823.0,285.0,6.1089,280800.0,NEAR BAY
+-122.52,38.53,35.0,1227.0,236.0,548.0,207.0,4.875,336700.0,INLAND
+-122.48,38.48,29.0,2278.0,397.0,765.0,322.0,4.6379,348200.0,INLAND
+-122.4,38.46,33.0,2542.0,466.0,1099.0,420.0,4.635,248500.0,INLAND
+-122.47,38.51,18.0,2487.0,516.0,980.0,503.0,3.5506,187500.0,INLAND
+-122.47,38.51,25.0,928.0,195.0,413.0,184.0,3.4904,196900.0,INLAND
+-122.48,38.51,49.0,1977.0,393.0,741.0,339.0,3.1312,247600.0,INLAND
+-122.48,38.5,37.0,3049.0,,1287.0,439.0,4.3125,276500.0,INLAND
+-122.47,38.5,23.0,2191.0,415.0,959.0,361.0,4.1993,214500.0,INLAND
+-122.45,38.51,18.0,1297.0,337.0,610.0,312.0,1.9441,184400.0,INLAND
+-122.4,38.53,24.0,1741.0,289.0,564.0,231.0,3.6118,248400.0,INLAND
+-122.44,38.57,26.0,2101.0,390.0,2171.0,360.0,3.6429,159700.0,INLAND
+-122.45,38.58,34.0,2517.0,483.0,1324.0,464.0,3.0938,189400.0,INLAND
+-122.47,38.6,20.0,1036.0,202.0,589.0,194.0,5.3698,303300.0,INLAND
+-122.48,38.54,37.0,1898.0,359.0,973.0,340.0,4.2096,256600.0,INLAND
+-122.46,38.53,32.0,1735.0,331.0,785.0,309.0,3.6641,275800.0,INLAND
+-122.27,38.68,18.0,742.0,142.0,343.0,119.0,3.1563,98400.0,INLAND
+-122.26,38.57,22.0,509.0,103.0,139.0,73.0,2.1979,152800.0,INLAND
+-122.27,38.53,22.0,678.0,137.0,336.0,103.0,4.4,142500.0,INLAND
+-122.18,38.49,15.0,1743.0,366.0,655.0,264.0,3.3393,146900.0,INLAND
+-122.52,38.67,35.0,1705.0,321.0,708.0,253.0,3.4539,300000.0,INLAND
+-122.59,38.56,43.0,2088.0,379.0,721.0,293.0,4.65,245000.0,<1H OCEAN
+-122.57,38.58,18.0,2083.0,506.0,926.0,487.0,1.9925,225000.0,INLAND
+-122.58,38.59,33.0,1239.0,262.0,539.0,246.0,3.5208,195800.0,INLAND
+-122.58,38.58,32.0,2723.0,637.0,1549.0,556.0,2.3942,183100.0,INLAND
+-122.59,38.58,18.0,3753.0,752.0,1454.0,668.0,3.7585,185700.0,<1H OCEAN
+-121.07,39.15,15.0,6828.0,1319.0,3002.0,1318.0,2.4726,143400.0,INLAND
+-121.07,39.09,17.0,1878.0,345.0,892.0,299.0,2.8864,143100.0,INLAND
+-121.1,39.08,13.0,1110.0,216.0,602.0,209.0,2.5887,144400.0,INLAND
+-121.11,39.09,16.0,1000.0,197.0,508.0,190.0,2.3062,138800.0,INLAND
+-121.12,39.03,17.0,838.0,161.0,388.0,142.0,3.6563,163500.0,INLAND
+-121.05,39.13,10.0,3063.0,497.0,1168.0,507.0,4.4375,185100.0,INLAND
+-121.03,39.14,10.0,3138.0,524.0,1275.0,511.0,4.0775,164500.0,INLAND
+-121.07,39.13,8.0,4839.0,832.0,1977.0,762.0,4.0848,155900.0,INLAND
+-121.05,39.11,7.0,2767.0,423.0,1143.0,382.0,3.6333,170200.0,INLAND
+-121.04,39.08,8.0,2870.0,526.0,1307.0,451.0,3.463,201700.0,INLAND
+-121.0,39.09,7.0,439.0,84.0,246.0,80.0,3.0781,162500.0,INLAND
+-121.08,39.02,13.0,1839.0,275.0,752.0,270.0,4.2031,209600.0,INLAND
+-121.07,39.05,10.0,1813.0,311.0,827.0,287.0,3.6087,182100.0,INLAND
+-121.07,39.04,9.0,2374.0,372.0,884.0,333.0,4.5042,206400.0,INLAND
+-121.03,39.05,12.0,1875.0,307.0,806.0,283.0,3.9185,195200.0,INLAND
+-121.06,39.04,14.0,1651.0,279.0,633.0,261.0,4.2802,194800.0,INLAND
+-121.06,39.04,15.0,1999.0,287.0,585.0,246.0,5.5161,361900.0,INLAND
+-121.06,39.03,11.0,1887.0,303.0,775.0,283.0,3.8417,187200.0,INLAND
+-121.22,39.11,14.0,1405.0,269.0,660.0,228.0,3.0804,156800.0,INLAND
+-121.19,39.05,14.0,1131.0,193.0,520.0,178.0,3.9,180400.0,INLAND
+-121.14,39.1,13.0,1085.0,227.0,629.0,214.0,5.0389,171500.0,INLAND
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+-117.9,33.77,35.0,2002.0,378.0,1726.0,387.0,3.9613,182300.0,<1H OCEAN
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+-117.91,33.76,22.0,7531.0,1569.0,5254.0,1523.0,3.8506,167400.0,<1H OCEAN
+-117.92,33.76,26.0,784.0,177.0,662.0,169.0,2.8438,174300.0,<1H OCEAN
+-117.91,33.76,20.0,4413.0,,4818.0,1063.0,2.8594,215100.0,<1H OCEAN
+-117.92,33.75,23.0,893.0,223.0,1149.0,216.0,2.6442,156300.0,<1H OCEAN
+-117.92,33.75,32.0,790.0,199.0,1196.0,201.0,3.0625,142800.0,<1H OCEAN
+-117.91,33.75,8.0,2346.0,679.0,3842.0,674.0,3.0635,160000.0,<1H OCEAN
+-117.93,33.74,15.0,1206.0,282.0,677.0,270.0,3.9219,142600.0,<1H OCEAN
+-117.93,33.74,30.0,1654.0,434.0,1843.0,467.0,3.1403,153000.0,<1H OCEAN
+-117.93,33.74,5.0,639.0,197.0,666.0,197.0,3.3017,87500.0,<1H OCEAN
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+-117.91,33.74,15.0,715.0,214.0,1394.0,244.0,3.3846,162500.0,<1H OCEAN
+-117.92,33.74,24.0,5321.0,1063.0,4011.0,1047.0,4.3882,189300.0,<1H OCEAN
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+-117.94,33.74,24.0,4248.0,840.0,3118.0,798.0,4.2222,207200.0,<1H OCEAN
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+-117.95,33.74,16.0,2768.0,600.0,1182.0,563.0,3.7162,201200.0,<1H OCEAN
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+-117.95,33.74,21.0,3576.0,554.0,1846.0,538.0,5.9838,271900.0,<1H OCEAN
+-117.98,33.7,17.0,1989.0,411.0,1401.0,453.0,4.1603,160500.0,<1H OCEAN
+-117.98,33.71,24.0,2308.0,464.0,1101.0,407.0,4.4766,230000.0,<1H OCEAN
+-117.99,33.71,19.0,1967.0,487.0,1251.0,404.0,3.6696,218800.0,<1H OCEAN
+-117.98,33.71,26.0,1905.0,373.0,1098.0,368.0,4.8611,229600.0,<1H OCEAN
+-117.96,33.68,26.0,1374.0,234.0,731.0,244.0,6.0905,224800.0,<1H OCEAN
+-117.97,33.68,23.0,1722.0,316.0,865.0,309.0,4.6452,273800.0,<1H OCEAN
+-117.96,33.68,25.0,2004.0,349.0,1085.0,343.0,4.7656,230700.0,<1H OCEAN
+-117.96,33.68,18.0,2594.0,539.0,817.0,485.0,2.3674,219200.0,<1H OCEAN
+-117.96,33.68,24.0,6517.0,1279.0,3441.0,1198.0,4.25,152100.0,<1H OCEAN
+-117.97,33.68,26.0,3653.0,568.0,1930.0,585.0,5.7301,260900.0,<1H OCEAN
+-117.95,33.69,26.0,1417.0,264.0,817.0,261.0,4.875,230400.0,<1H OCEAN
+-117.95,33.68,26.0,2249.0,344.0,1311.0,373.0,5.0287,265000.0,<1H OCEAN
+-117.95,33.68,27.0,1732.0,303.0,1115.0,308.0,5.5312,239200.0,<1H OCEAN
+-117.95,33.68,19.0,1028.0,191.0,340.0,159.0,3.6364,252800.0,<1H OCEAN
+-117.95,33.67,25.0,1611.0,383.0,554.0,327.0,3.0417,137300.0,<1H OCEAN
+-117.95,33.67,25.0,1799.0,233.0,810.0,265.0,8.289,372400.0,<1H OCEAN
+-117.95,33.66,26.0,1787.0,227.0,639.0,224.0,6.8226,329800.0,<1H OCEAN
+-117.95,33.66,22.0,2785.0,441.0,1086.0,392.0,7.3719,337400.0,<1H OCEAN
+-117.98,33.65,22.0,3335.0,754.0,1500.0,719.0,3.7315,197900.0,<1H OCEAN
+-117.98,33.65,18.0,1027.0,206.0,436.0,180.0,4.2159,211300.0,<1H OCEAN
+-117.98,33.65,22.0,3592.0,527.0,1598.0,523.0,6.5501,294900.0,<1H OCEAN
+-117.98,33.64,20.0,1851.0,495.0,792.0,363.0,3.8187,137500.0,NEAR OCEAN
+-117.97,33.74,16.0,1735.0,380.0,784.0,360.0,4.2566,139200.0,<1H OCEAN
+-117.97,33.74,18.0,2814.0,539.0,1439.0,493.0,3.599,262000.0,<1H OCEAN
+-117.97,33.73,27.0,2097.0,325.0,1217.0,331.0,5.7121,222500.0,<1H OCEAN
+-117.97,33.73,26.0,1694.0,260.0,885.0,279.0,5.0875,224200.0,<1H OCEAN
+-117.96,33.74,19.0,1783.0,415.0,1025.0,383.0,4.1484,230000.0,<1H OCEAN
+-117.96,33.73,22.0,3479.0,455.0,1454.0,488.0,6.6324,347600.0,<1H OCEAN
+-117.97,33.73,19.0,4154.0,560.0,2130.0,589.0,7.2845,301800.0,<1H OCEAN
+-117.97,33.72,24.0,2991.0,500.0,1437.0,453.0,5.4286,273400.0,<1H OCEAN
+-117.95,33.72,21.0,3107.0,483.0,1688.0,503.0,5.9582,288000.0,<1H OCEAN
+-117.96,33.72,23.0,3929.0,559.0,1858.0,538.0,6.8645,318200.0,<1H OCEAN
+-117.93,33.73,19.0,4021.0,557.0,1872.0,545.0,6.7919,295600.0,<1H OCEAN
+-117.93,33.72,17.0,4461.0,585.0,2095.0,580.0,7.6709,319500.0,<1H OCEAN
+-117.92,33.73,17.0,1692.0,293.0,934.0,280.0,4.4728,205800.0,<1H OCEAN
+-117.92,33.73,14.0,5147.0,1182.0,3171.0,1126.0,3.9929,225800.0,<1H OCEAN
+-117.92,33.72,17.0,3318.0,502.0,1520.0,498.0,5.5501,274200.0,<1H OCEAN
+-117.96,33.71,19.0,4328.0,849.0,2243.0,808.0,5.5702,342600.0,<1H OCEAN
+-117.95,33.71,16.0,6058.0,1715.0,3285.0,1495.0,3.4133,290900.0,<1H OCEAN
+-117.96,33.71,19.0,1624.0,221.0,782.0,228.0,4.5962,304500.0,<1H OCEAN
+-117.95,33.71,20.0,2781.0,407.0,1242.0,408.0,6.1092,306500.0,<1H OCEAN
+-117.94,33.71,18.0,3695.0,602.0,1779.0,572.0,5.9449,276500.0,<1H OCEAN
+-117.93,33.71,10.0,2775.0,717.0,1581.0,633.0,4.1366,158800.0,<1H OCEAN
+-117.94,33.7,18.0,4827.0,718.0,2471.0,716.0,6.1181,284500.0,<1H OCEAN
+-117.95,33.69,24.0,4269.0,618.0,1954.0,597.0,6.9261,284600.0,<1H OCEAN
+-117.95,33.7,17.0,5781.0,924.0,2585.0,915.0,5.343,231900.0,<1H OCEAN
+-117.98,33.69,22.0,3957.0,520.0,1774.0,527.0,7.0907,350200.0,<1H OCEAN
+-117.97,33.69,21.0,4112.0,580.0,1886.0,581.0,6.799,292000.0,<1H OCEAN
+-117.98,33.7,16.0,5127.0,631.0,2142.0,596.0,7.8195,390500.0,<1H OCEAN
+-117.96,33.7,23.0,4417.0,740.0,1865.0,693.0,5.3428,279300.0,<1H OCEAN
+-117.96,33.7,23.0,2622.0,445.0,1103.0,407.0,4.725,289600.0,<1H OCEAN
+-117.96,33.69,20.0,3123.0,441.0,1319.0,432.0,6.091,290400.0,<1H OCEAN
+-117.96,33.69,17.0,2500.0,343.0,1242.0,368.0,7.7313,316700.0,<1H OCEAN
+-117.98,33.7,24.0,3451.0,504.0,1736.0,493.0,6.3749,278000.0,<1H OCEAN
+-117.98,33.71,24.0,3430.0,548.0,1601.0,512.0,5.6825,264600.0,<1H OCEAN
+-117.97,33.71,26.0,2553.0,405.0,1337.0,411.0,5.3737,252900.0,<1H OCEAN
+-117.97,33.71,25.0,3273.0,478.0,1645.0,497.0,5.8195,286100.0,<1H OCEAN
+-117.99,33.7,25.0,2017.0,357.0,1063.0,369.0,4.0345,229400.0,<1H OCEAN
+-117.98,33.7,17.0,1997.0,340.0,952.0,341.0,4.4148,239200.0,<1H OCEAN
+-117.99,33.69,17.0,3386.0,729.0,1715.0,666.0,3.7479,213000.0,<1H OCEAN
+-117.98,33.69,16.0,2437.0,438.0,986.0,422.0,5.7117,247200.0,<1H OCEAN
+-117.97,33.67,25.0,3906.0,660.0,1809.0,622.0,5.6765,265100.0,<1H OCEAN
+-117.97,33.66,22.0,3914.0,600.0,1871.0,607.0,5.8541,281500.0,<1H OCEAN
+-117.96,33.67,16.0,5143.0,652.0,2209.0,637.0,7.0173,382100.0,<1H OCEAN
+-117.96,33.66,19.0,5925.0,744.0,2302.0,729.0,7.5699,333300.0,<1H OCEAN
+-117.96,33.65,23.0,5379.0,684.0,1826.0,555.0,7.0151,350600.0,<1H OCEAN
+-117.97,33.65,26.0,2379.0,336.0,988.0,346.0,5.3674,339300.0,<1H OCEAN
+-117.97,33.63,25.0,2482.0,360.0,960.0,352.0,6.1572,344000.0,NEAR OCEAN
+-117.96,33.65,24.0,4462.0,689.0,1943.0,712.0,5.7395,289800.0,<1H OCEAN
+-117.96,33.65,21.0,2030.0,318.0,910.0,311.0,7.8453,343300.0,<1H OCEAN
+-117.96,33.65,18.0,3603.0,879.0,1549.0,756.0,4.0229,363100.0,<1H OCEAN
+-117.98,33.61,17.0,2054.0,291.0,836.0,288.0,6.8939,383900.0,NEAR OCEAN
+-117.97,33.73,18.0,3698.0,574.0,2046.0,614.0,6.2984,269800.0,<1H OCEAN
+-117.98,33.73,18.0,3833.0,,2192.0,996.0,3.4679,219700.0,<1H OCEAN
+-117.98,33.72,24.0,2826.0,547.0,1738.0,546.0,6.0494,240400.0,<1H OCEAN
+-117.98,33.72,28.0,3109.0,561.0,1891.0,562.0,5.2655,243100.0,<1H OCEAN
+-117.98,33.67,7.0,5664.0,1174.0,2493.0,1101.0,5.8252,264700.0,<1H OCEAN
+-117.98,33.66,26.0,3527.0,547.0,1615.0,542.0,6.1624,279400.0,<1H OCEAN
+-117.97,33.67,17.0,4466.0,640.0,2166.0,666.0,6.979,330700.0,<1H OCEAN
+-117.97,33.66,14.0,6090.0,1338.0,1974.0,1248.0,2.8061,180300.0,<1H OCEAN
+-117.98,33.68,14.0,3396.0,477.0,1542.0,472.0,7.3982,369100.0,<1H OCEAN
+-117.98,33.68,24.0,4177.0,,1704.0,606.0,6.2473,281900.0,<1H OCEAN
+-117.98,33.68,17.0,2603.0,373.0,1265.0,382.0,6.8039,332900.0,<1H OCEAN
+-117.97,33.68,16.0,4508.0,598.0,2221.0,623.0,7.3731,390800.0,<1H OCEAN
+-117.97,33.68,26.0,1616.0,292.0,700.0,241.0,5.5105,232100.0,<1H OCEAN
+-118.01,33.67,13.0,2902.0,536.0,1125.0,490.0,5.888,447700.0,NEAR OCEAN
+-118.01,33.67,16.0,3581.0,780.0,1644.0,774.0,5.041,397600.0,NEAR OCEAN
+-118.01,33.66,19.0,4559.0,1045.0,1949.0,910.0,4.355,429200.0,NEAR OCEAN
+-118.0,33.66,25.0,4041.0,903.0,1689.0,784.0,4.2289,442700.0,NEAR OCEAN
+-118.02,33.65,38.0,2548.0,646.0,755.0,399.0,2.8352,408300.0,NEAR OCEAN
+-117.99,33.68,13.0,4000.0,883.0,1999.0,881.0,4.7245,273600.0,<1H OCEAN
+-117.99,33.68,18.0,2024.0,462.0,1047.0,451.0,3.5848,186900.0,<1H OCEAN
+-117.99,33.67,15.0,3141.0,664.0,1729.0,633.0,4.2165,234600.0,<1H OCEAN
+-117.99,33.68,14.0,3305.0,841.0,2272.0,769.0,3.4899,216700.0,<1H OCEAN
+-117.99,33.67,19.0,3808.0,790.0,1776.0,756.0,4.625,282200.0,<1H OCEAN
+-117.99,33.67,12.0,2228.0,479.0,1122.0,488.0,4.0385,350000.0,<1H OCEAN
+-117.99,33.67,17.0,1692.0,427.0,903.0,423.0,3.5859,262500.0,<1H OCEAN
+-118.0,33.66,16.0,2809.0,708.0,1260.0,638.0,3.2353,252900.0,NEAR OCEAN
+-117.99,33.66,29.0,1330.0,293.0,613.0,236.0,4.6591,353100.0,<1H OCEAN
+-117.99,33.66,14.0,3155.0,653.0,951.0,575.0,3.0625,268800.0,<1H OCEAN
+-118.02,33.62,11.0,3969.0,834.0,1508.0,754.0,4.3409,271400.0,NEAR OCEAN
+-118.05,33.65,5.0,7017.0,935.0,2427.0,867.0,10.1154,477700.0,NEAR OCEAN
+-118.0,33.68,12.0,5241.0,985.0,2048.0,943.0,6.4858,285400.0,<1H OCEAN
+-118.0,33.67,34.0,3712.0,667.0,1521.0,632.0,4.8125,387800.0,<1H OCEAN
+-118.0,33.71,19.0,4808.0,1029.0,2422.0,971.0,4.0121,279700.0,<1H OCEAN
+-117.99,33.71,18.0,1994.0,578.0,3031.0,577.0,2.7614,237500.0,<1H OCEAN
+-117.99,33.71,17.0,1600.0,458.0,1803.0,432.0,2.7865,216700.0,<1H OCEAN
+-118.02,33.71,23.0,5554.0,995.0,2408.0,936.0,5.3886,331900.0,<1H OCEAN
+-118.02,33.7,23.0,5069.0,770.0,2473.0,769.0,6.3047,285700.0,<1H OCEAN
+-118.02,33.72,22.0,8844.0,1706.0,4404.0,1594.0,4.4453,267800.0,<1H OCEAN
+-118.01,33.73,23.0,4095.0,578.0,1766.0,589.0,6.7418,302500.0,<1H OCEAN
+-118.02,33.73,24.0,6393.0,1141.0,2743.0,1057.0,5.1384,336900.0,<1H OCEAN
+-118.03,33.72,24.0,5203.0,957.0,2465.0,946.0,5.163,261000.0,<1H OCEAN
+-118.04,33.72,24.0,7141.0,1330.0,3418.0,1268.0,4.6649,237800.0,<1H OCEAN
+-117.99,33.73,24.0,2104.0,421.0,1181.0,414.0,3.8365,250900.0,<1H OCEAN
+-118.0,33.73,26.0,2236.0,280.0,809.0,282.0,6.7395,342800.0,<1H OCEAN
+-117.99,33.73,20.0,3182.0,884.0,1770.0,817.0,3.1912,220800.0,<1H OCEAN
+-117.99,33.72,26.0,1787.0,275.0,801.0,270.0,5.5514,255700.0,<1H OCEAN
+-117.99,33.72,17.0,2801.0,649.0,1473.0,535.0,4.2875,134800.0,<1H OCEAN
+-117.99,33.72,14.0,2127.0,537.0,1338.0,475.0,3.628,188500.0,<1H OCEAN
+-118.01,33.71,18.0,6565.0,1357.0,3079.0,1248.0,4.7515,295600.0,<1H OCEAN
+-118.01,33.7,24.0,3856.0,567.0,1741.0,588.0,7.248,302700.0,<1H OCEAN
+-118.01,33.69,3.0,945.0,115.0,337.0,123.0,11.5199,500001.0,<1H OCEAN
+-117.99,33.7,13.0,4013.0,903.0,1999.0,859.0,4.625,248800.0,<1H OCEAN
+-117.99,33.69,16.0,1476.0,294.0,886.0,270.0,5.3259,216400.0,<1H OCEAN
+-117.99,33.69,12.0,2480.0,858.0,1441.0,788.0,1.6705,350000.0,<1H OCEAN
+-118.02,33.71,24.0,2598.0,443.0,1184.0,435.0,5.8623,287800.0,<1H OCEAN
+-118.03,33.7,15.0,3244.0,421.0,1259.0,413.0,7.7854,395300.0,<1H OCEAN
+-118.03,33.71,26.0,1483.0,251.0,738.0,235.0,6.0,271400.0,<1H OCEAN
+-118.07,33.67,13.0,5126.0,711.0,2429.0,718.0,9.5268,437900.0,NEAR OCEAN
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+-116.76,34.29,14.0,3959.0,849.0,1064.0,376.0,2.8214,111400.0,INLAND
+-116.76,34.23,10.0,4374.0,989.0,1020.0,376.0,2.6071,89000.0,INLAND
+-116.98,34.13,16.0,2098.0,449.0,342.0,143.0,4.0333,133900.0,INLAND
+-116.98,34.07,21.0,739.0,125.0,199.0,82.0,4.8958,117500.0,INLAND
+-116.88,34.08,52.0,3419.0,777.0,710.0,265.0,3.9028,128600.0,INLAND
+-116.76,34.14,4.0,42.0,10.0,9.0,3.0,0.536,42500.0,INLAND
+-116.88,34.19,38.0,898.0,259.0,106.0,52.0,1.6875,225000.0,INLAND
+-117.46,34.85,7.0,9759.0,1816.0,2933.0,1168.0,3.4912,157700.0,INLAND
+-117.28,35.13,32.0,671.0,166.0,856.0,114.0,2.6477,53300.0,INLAND
+-116.85,34.98,26.0,3606.0,792.0,1683.0,608.0,2.6587,57400.0,INLAND
+-117.14,34.75,33.0,552.0,120.0,347.0,97.0,1.8158,100000.0,INLAND
+-117.28,34.68,28.0,1932.0,421.0,1156.0,404.0,1.8958,55600.0,INLAND
+-117.06,34.87,14.0,3348.0,619.0,1756.0,557.0,3.5987,91400.0,INLAND
+-117.13,34.88,21.0,3254.0,669.0,1548.0,545.0,2.3373,57100.0,INLAND
+-117.15,34.83,30.0,5370.0,1062.0,2778.0,944.0,3.099,66800.0,INLAND
+-117.19,34.94,31.0,2034.0,444.0,1097.0,367.0,2.1522,60800.0,INLAND
+-117.16,34.9,16.0,1579.0,327.0,934.0,298.0,2.7305,73800.0,INLAND
+-117.08,34.96,28.0,1777.0,307.0,721.0,259.0,3.6343,79800.0,INLAND
+-116.96,34.94,20.0,2355.0,467.0,1198.0,428.0,3.9934,88500.0,INLAND
+-116.99,34.89,24.0,2741.0,577.0,1551.0,522.0,3.474,70500.0,INLAND
+-116.99,34.88,23.0,6060.0,1165.0,2920.0,1072.0,3.1528,69000.0,INLAND
+-117.0,34.87,16.0,6862.0,1292.0,3562.0,1126.0,3.6091,87200.0,INLAND
+-117.02,34.88,18.0,2127.0,443.0,1168.0,401.0,3.0313,80000.0,INLAND
+-117.03,34.87,7.0,2245.0,407.0,1016.0,364.0,3.9464,101500.0,INLAND
+-116.96,34.83,30.0,1211.0,289.0,611.0,230.0,1.6667,44700.0,INLAND
+-116.9,34.69,10.0,337.0,102.0,108.0,50.0,0.4999,55000.0,INLAND
+-117.24,34.59,4.0,5027.0,797.0,1869.0,686.0,3.5507,186100.0,INLAND
+-117.29,34.57,22.0,1054.0,239.0,428.0,239.0,1.2548,68300.0,INLAND
+-117.1,34.57,6.0,5110.0,1044.0,1938.0,724.0,3.1917,112800.0,INLAND
+-116.9,34.52,20.0,3481.0,840.0,1694.0,587.0,1.4,77700.0,INLAND
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+-117.18,32.76,52.0,2023.0,301.0,649.0,285.0,4.7396,441700.0,NEAR OCEAN
+-117.18,32.75,52.0,1539.0,212.0,535.0,224.0,5.392,408500.0,NEAR OCEAN
+-117.18,32.75,52.0,1504.0,208.0,518.0,196.0,8.603,459600.0,NEAR OCEAN
+-117.19,32.75,52.0,1495.0,230.0,459.0,190.0,8.1548,500001.0,NEAR OCEAN
+-117.19,32.75,52.0,1388.0,213.0,513.0,211.0,6.1309,411600.0,NEAR OCEAN
+-117.19,32.76,52.0,1294.0,175.0,434.0,180.0,5.7914,500001.0,NEAR OCEAN
+-117.17,32.76,45.0,3149.0,639.0,1160.0,661.0,2.7266,354200.0,NEAR OCEAN
+-117.17,32.75,38.0,5430.0,1176.0,2357.0,1100.0,3.654,249000.0,NEAR OCEAN
+-117.18,32.74,39.0,3132.0,738.0,1200.0,690.0,2.5288,274000.0,NEAR OCEAN
+-117.18,32.75,36.0,2282.0,534.0,918.0,531.0,2.7222,284700.0,NEAR OCEAN
+-117.17,32.75,52.0,1052.0,,381.0,201.0,3.0726,289600.0,NEAR OCEAN
+-117.16,32.75,23.0,2474.0,594.0,1107.0,536.0,2.9705,245500.0,NEAR OCEAN
+-117.16,32.75,49.0,1566.0,494.0,643.0,419.0,1.9637,137500.0,NEAR OCEAN
+-117.16,32.74,52.0,852.0,262.0,389.0,249.0,2.6042,225000.0,NEAR OCEAN
+-117.16,32.74,21.0,1882.0,486.0,903.0,482.0,3.06,243800.0,NEAR OCEAN
+-117.16,32.74,27.0,2335.0,604.0,982.0,590.0,3.1921,261500.0,NEAR OCEAN
+-117.17,32.75,28.0,1514.0,384.0,540.0,352.0,2.1532,240000.0,NEAR OCEAN
+-117.16,32.75,19.0,5430.0,1593.0,2496.0,1484.0,2.9112,199100.0,NEAR OCEAN
+-117.16,32.75,34.0,1785.0,558.0,804.0,490.0,2.2687,200000.0,NEAR OCEAN
+-117.15,32.76,43.0,2361.0,489.0,824.0,470.0,3.4196,302200.0,NEAR OCEAN
+-117.15,32.76,36.0,2644.0,674.0,1211.0,654.0,3.0445,214800.0,NEAR OCEAN
+-117.15,32.76,40.0,1809.0,474.0,826.0,456.0,2.6518,179800.0,NEAR OCEAN
+-117.15,32.76,37.0,1921.0,502.0,811.0,472.0,2.75,175000.0,NEAR OCEAN
+-117.15,32.75,40.0,2261.0,579.0,903.0,525.0,2.465,198700.0,NEAR OCEAN
+-117.15,32.75,9.0,2818.0,821.0,851.0,555.0,2.6181,204200.0,NEAR OCEAN
+-117.15,32.75,27.0,3166.0,867.0,1332.0,817.0,2.6742,171400.0,NEAR OCEAN
+-117.15,32.74,43.0,2383.0,607.0,962.0,587.0,2.2578,263600.0,NEAR OCEAN
+-117.15,32.74,26.0,3149.0,832.0,1320.0,808.0,3.0259,211700.0,NEAR OCEAN
+-117.14,32.75,35.0,1391.0,329.0,726.0,317.0,2.6818,159400.0,NEAR OCEAN
+-117.14,32.74,47.0,1494.0,327.0,689.0,304.0,3.125,172700.0,NEAR OCEAN
+-117.14,32.74,16.0,6075.0,1816.0,2592.0,1634.0,2.5553,178100.0,NEAR OCEAN
+-117.14,32.75,29.0,1961.0,565.0,1002.0,569.0,2.2813,118100.0,NEAR OCEAN
+-117.14,32.75,25.0,1908.0,513.0,956.0,467.0,2.4828,133300.0,NEAR OCEAN
+-117.14,32.75,37.0,1832.0,525.0,955.0,488.0,2.7852,129200.0,NEAR OCEAN
+-117.14,32.75,19.0,1358.0,613.0,766.0,630.0,1.0353,150000.0,NEAR OCEAN
+-117.14,32.75,20.0,1182.0,379.0,678.0,326.0,2.1937,162500.0,NEAR OCEAN
+-117.14,32.75,27.0,1551.0,464.0,880.0,400.0,2.4167,131300.0,NEAR OCEAN
+-117.14,32.76,28.0,3025.0,756.0,1328.0,695.0,2.694,164100.0,NEAR OCEAN
+-117.14,32.76,35.0,2539.0,661.0,1308.0,629.0,2.6777,146400.0,NEAR OCEAN
+-117.14,32.76,32.0,2587.0,681.0,1246.0,650.0,2.1727,145500.0,NEAR OCEAN
+-117.14,32.76,35.0,1785.0,493.0,965.0,506.0,2.0792,160000.0,NEAR OCEAN
+-117.13,32.77,30.0,2582.0,650.0,1098.0,603.0,2.8281,171700.0,NEAR OCEAN
+-117.13,32.76,29.0,2568.0,682.0,1191.0,642.0,2.1094,162500.0,NEAR OCEAN
+-117.13,32.76,41.0,1545.0,420.0,747.0,415.0,2.375,154400.0,NEAR OCEAN
+-117.13,32.76,27.0,2280.0,695.0,1235.0,664.0,1.9392,142900.0,NEAR OCEAN
+-117.13,32.76,33.0,1591.0,461.0,794.0,425.0,2.6333,140000.0,NEAR OCEAN
+-117.13,32.76,22.0,2623.0,732.0,1283.0,718.0,2.1563,127100.0,NEAR OCEAN
+-117.14,32.76,24.0,3523.0,991.0,1775.0,873.0,2.1273,142300.0,NEAR OCEAN
+-117.13,32.75,24.0,1877.0,519.0,898.0,483.0,2.2264,112500.0,NEAR OCEAN
+-117.13,32.75,28.0,2279.0,671.0,1166.0,623.0,1.95,150000.0,NEAR OCEAN
+-117.13,32.75,23.0,3999.0,1182.0,2051.0,1130.0,2.1292,135000.0,NEAR OCEAN
+-117.13,32.75,31.0,2336.0,656.0,1186.0,609.0,2.5872,130600.0,NEAR OCEAN
+-117.13,32.75,50.0,1476.0,354.0,698.0,354.0,3.0,168800.0,NEAR OCEAN
+-117.13,32.74,52.0,1512.0,321.0,651.0,321.0,3.6852,185300.0,NEAR OCEAN
+-117.13,32.75,37.0,4142.0,1031.0,1936.0,968.0,2.693,174100.0,NEAR OCEAN
+-117.12,32.75,37.0,2344.0,546.0,1134.0,513.0,2.4394,118300.0,NEAR OCEAN
+-117.12,32.74,46.0,1898.0,441.0,978.0,439.0,3.2708,155200.0,NEAR OCEAN
+-117.12,32.74,52.0,1969.0,389.0,877.0,424.0,3.79,163400.0,NEAR OCEAN
+-117.13,32.75,20.0,2271.0,602.0,992.0,520.0,2.2599,157600.0,NEAR OCEAN
+-117.12,32.75,15.0,2671.0,724.0,1800.0,646.0,2.1394,106700.0,NEAR OCEAN
+-117.12,32.75,17.0,2060.0,633.0,1251.0,602.0,1.9886,119200.0,NEAR OCEAN
+-117.12,32.75,20.0,1406.0,413.0,850.0,412.0,2.3261,114600.0,NEAR OCEAN
+-117.12,32.75,25.0,2222.0,634.0,1025.0,568.0,1.64,130000.0,NEAR OCEAN
+-117.12,32.76,23.0,2681.0,717.0,1279.0,648.0,2.1597,116100.0,NEAR OCEAN
+-117.12,32.76,33.0,2279.0,591.0,1250.0,576.0,2.4297,139000.0,NEAR OCEAN
+-117.12,32.76,43.0,2336.0,644.0,1203.0,614.0,2.3594,127800.0,NEAR OCEAN
+-117.12,32.76,26.0,1221.0,331.0,620.0,296.0,2.4821,123600.0,NEAR OCEAN
+-117.11,32.76,29.0,2030.0,545.0,1014.0,518.0,2.2409,114200.0,NEAR OCEAN
+-117.12,32.76,28.0,2160.0,608.0,1339.0,571.0,1.9152,128100.0,NEAR OCEAN
+-117.12,32.76,27.0,1426.0,364.0,792.0,353.0,2.0673,118800.0,NEAR OCEAN
+-117.12,32.76,28.0,1605.0,501.0,936.0,460.0,2.5991,147500.0,NEAR OCEAN
+-117.12,32.76,17.0,1559.0,462.0,821.0,428.0,2.0139,150000.0,NEAR OCEAN
+-117.12,32.76,41.0,1469.0,421.0,803.0,395.0,2.1856,120500.0,NEAR OCEAN
+-117.11,32.77,48.0,1502.0,272.0,590.0,265.0,2.5952,190300.0,NEAR OCEAN
+-117.11,32.77,50.0,1729.0,355.0,617.0,337.0,3.6705,167000.0,NEAR OCEAN
+-117.12,32.77,48.0,2012.0,422.0,893.0,394.0,2.7928,175000.0,NEAR OCEAN
+-117.12,32.77,43.0,2167.0,464.0,977.0,461.0,3.125,192200.0,NEAR OCEAN
+-117.11,32.77,52.0,1484.0,224.0,498.0,223.0,6.6053,331400.0,NEAR OCEAN
+-117.11,32.77,52.0,1506.0,233.0,478.0,240.0,4.3875,300000.0,NEAR OCEAN
+-117.1,32.77,49.0,4449.0,711.0,1606.0,709.0,5.7768,281600.0,NEAR OCEAN
+-117.1,32.76,52.0,2606.0,426.0,883.0,380.0,4.2813,270800.0,NEAR OCEAN
+-117.09,32.77,38.0,2065.0,374.0,812.0,343.0,3.125,216500.0,NEAR OCEAN
+-117.09,32.76,44.0,1139.0,214.0,470.0,217.0,3.5481,203100.0,NEAR OCEAN
+-117.09,32.76,43.0,3889.0,711.0,1466.0,663.0,3.5529,223000.0,NEAR OCEAN
+-117.11,32.76,31.0,2293.0,549.0,1108.0,557.0,3.3854,204400.0,NEAR OCEAN
+-117.1,32.76,30.0,1835.0,474.0,934.0,415.0,2.875,139600.0,NEAR OCEAN
+-117.11,32.76,28.0,1457.0,397.0,672.0,342.0,1.9799,122700.0,NEAR OCEAN
+-117.11,32.76,21.0,2226.0,600.0,1085.0,533.0,2.2604,126300.0,NEAR OCEAN
+-117.11,32.76,19.0,2188.0,616.0,1304.0,607.0,2.0852,114400.0,NEAR OCEAN
+-117.1,32.75,17.0,871.0,379.0,955.0,351.0,1.4375,96400.0,NEAR OCEAN
+-117.1,32.75,11.0,2393.0,726.0,1905.0,711.0,1.3448,91300.0,NEAR OCEAN
+-117.11,32.75,11.0,1607.0,478.0,1384.0,450.0,2.05,100000.0,NEAR OCEAN
+-117.11,32.75,21.0,2127.0,658.0,1812.0,603.0,1.6896,100000.0,NEAR OCEAN
+-117.11,32.75,18.0,1943.0,587.0,1329.0,522.0,1.7696,103100.0,NEAR OCEAN
+-117.09,32.76,29.0,1650.0,496.0,882.0,445.0,2.2287,140000.0,NEAR OCEAN
+-117.09,32.76,31.0,1235.0,387.0,816.0,397.0,1.5517,122500.0,NEAR OCEAN
+-117.1,32.76,31.0,987.0,267.0,619.0,250.0,2.9286,151800.0,NEAR OCEAN
+-117.1,32.75,16.0,2426.0,799.0,1505.0,754.0,1.6444,103400.0,NEAR OCEAN
+-117.1,32.75,21.0,2063.0,609.0,1686.0,558.0,1.4828,94800.0,NEAR OCEAN
+-117.1,32.75,20.0,2355.0,722.0,1848.0,576.0,2.0036,99200.0,NEAR OCEAN
+-117.1,32.75,15.0,2422.0,774.0,2120.0,715.0,1.0617,92400.0,NEAR OCEAN
+-117.1,32.75,23.0,1858.0,551.0,1506.0,492.0,1.7446,85200.0,NEAR OCEAN
+-117.11,32.75,46.0,695.0,182.0,601.0,195.0,2.4219,90600.0,NEAR OCEAN
+-117.11,32.75,20.0,1667.0,469.0,1292.0,445.0,2.0893,101100.0,NEAR OCEAN
+-117.11,32.75,34.0,2131.0,594.0,1373.0,562.0,2.113,102100.0,NEAR OCEAN
+-117.12,32.75,13.0,2795.0,773.0,1869.0,690.0,2.1767,101800.0,NEAR OCEAN
+-117.1,32.74,14.0,2361.0,601.0,1831.0,526.0,1.6102,93400.0,NEAR OCEAN
+-117.11,32.74,25.0,2846.0,644.0,2272.0,632.0,2.2,98700.0,NEAR OCEAN
+-117.11,32.74,25.0,684.0,190.0,665.0,187.0,2.4524,90300.0,NEAR OCEAN
+-117.11,32.74,33.0,1126.0,267.0,621.0,241.0,3.2422,123100.0,NEAR OCEAN
+-117.11,32.73,35.0,1689.0,397.0,1135.0,366.0,2.3269,97300.0,NEAR OCEAN
+-117.1,32.73,24.0,2927.0,704.0,2005.0,668.0,2.2375,102900.0,NEAR OCEAN
+-117.11,32.73,34.0,1096.0,221.0,574.0,223.0,3.8355,126700.0,NEAR OCEAN
+-117.11,32.73,27.0,3160.0,627.0,1628.0,612.0,3.8864,132600.0,NEAR OCEAN
+-117.09,32.75,30.0,1899.0,546.0,1620.0,493.0,1.6034,84400.0,NEAR OCEAN
+-117.09,32.74,23.0,3130.0,779.0,2472.0,744.0,2.32,93200.0,NEAR OCEAN
+-117.1,32.74,20.0,3854.0,1046.0,3555.0,966.0,1.6747,100000.0,NEAR OCEAN
+-117.1,32.74,30.0,1772.0,500.0,1389.0,447.0,2.3641,94100.0,NEAR OCEAN
+-117.1,32.75,11.0,1976.0,548.0,1528.0,512.0,1.4886,89800.0,NEAR OCEAN
+-117.08,32.75,20.0,1886.0,586.0,1134.0,525.0,1.5029,100000.0,NEAR OCEAN
+-117.08,32.75,16.0,1111.0,328.0,930.0,303.0,1.2347,128100.0,NEAR OCEAN
+-117.08,32.75,15.0,1821.0,516.0,1385.0,439.0,2.5101,95300.0,NEAR OCEAN
+-117.09,32.75,24.0,1245.0,376.0,1230.0,362.0,1.875,95000.0,NEAR OCEAN
+-117.09,32.75,28.0,1220.0,391.0,1286.0,396.0,1.2286,105000.0,NEAR OCEAN
+-117.09,32.75,20.0,1701.0,503.0,1482.0,465.0,1.6789,95500.0,NEAR OCEAN
+-117.09,32.76,10.0,1922.0,577.0,1595.0,545.0,1.5208,118800.0,NEAR OCEAN
+-117.08,32.76,18.0,1704.0,596.0,1639.0,548.0,1.7391,125000.0,NEAR OCEAN
+-117.07,32.76,14.0,2523.0,545.0,1297.0,525.0,2.3886,138100.0,NEAR OCEAN
+-117.07,32.75,37.0,2690.0,549.0,1219.0,524.0,2.3148,154200.0,NEAR OCEAN
+-117.07,32.75,14.0,3073.0,851.0,2000.0,782.0,2.3824,144700.0,NEAR OCEAN
+-117.07,32.75,9.0,3464.0,749.0,1687.0,645.0,3.3026,119100.0,NEAR OCEAN
+-117.06,32.75,34.0,1917.0,419.0,1181.0,426.0,3.0208,129200.0,NEAR OCEAN
+-117.05,32.74,34.0,2178.0,455.0,1193.0,446.0,3.1719,115300.0,NEAR OCEAN
+-117.07,32.74,37.0,1042.0,205.0,589.0,208.0,2.6629,116900.0,NEAR OCEAN
+-117.07,32.75,31.0,2036.0,501.0,1263.0,442.0,2.5583,120700.0,NEAR OCEAN
+-117.08,32.75,20.0,1989.0,508.0,1452.0,462.0,2.0077,118300.0,NEAR OCEAN
+-117.08,32.74,26.0,2359.0,622.0,2067.0,581.0,1.8103,124700.0,NEAR OCEAN
+-117.09,32.75,19.0,2739.0,707.0,2004.0,622.0,1.6318,117700.0,NEAR OCEAN
+-117.09,32.74,42.0,1986.0,472.0,1472.0,475.0,2.1757,110100.0,NEAR OCEAN
+-117.08,32.74,33.0,3260.0,673.0,1784.0,666.0,3.5078,126500.0,NEAR OCEAN
+-117.08,32.73,36.0,3331.0,643.0,1903.0,622.0,3.6974,122000.0,NEAR OCEAN
+-117.07,32.74,38.0,1901.0,392.0,1099.0,406.0,2.7661,113900.0,NEAR OCEAN
+-117.08,32.74,35.0,1434.0,253.0,753.0,228.0,2.3812,135100.0,NEAR OCEAN
+-117.08,32.73,36.0,1158.0,218.0,619.0,233.0,3.6125,122500.0,NEAR OCEAN
+-117.08,32.73,19.0,2935.0,763.0,1953.0,720.0,1.4254,111300.0,NEAR OCEAN
+-117.07,32.73,18.0,2968.0,656.0,1149.0,581.0,2.6452,154200.0,NEAR OCEAN
+-117.07,32.78,22.0,922.0,240.0,1524.0,235.0,1.6815,218800.0,NEAR OCEAN
+-117.09,32.77,31.0,3062.0,,1263.0,539.0,3.0875,291500.0,NEAR OCEAN
+-117.08,32.77,31.0,1070.0,155.0,426.0,153.0,6.1628,219200.0,NEAR OCEAN
+-117.07,32.77,34.0,2245.0,394.0,1849.0,429.0,3.5446,185500.0,NEAR OCEAN
+-117.07,32.77,38.0,3779.0,614.0,1495.0,614.0,4.3529,184000.0,NEAR OCEAN
+-117.07,32.76,42.0,1827.0,378.0,880.0,380.0,2.5125,176600.0,NEAR OCEAN
+-117.08,32.77,25.0,3911.0,849.0,1580.0,767.0,2.7778,184100.0,NEAR OCEAN
+-117.08,32.76,27.0,1221.0,254.0,606.0,259.0,3.0833,155400.0,NEAR OCEAN
+-117.09,32.76,31.0,2567.0,624.0,1255.0,582.0,2.5909,159100.0,NEAR OCEAN
+-117.08,32.76,20.0,2547.0,785.0,1199.0,643.0,1.7743,140300.0,NEAR OCEAN
+-117.04,32.77,21.0,1824.0,447.0,962.0,431.0,2.7826,143800.0,<1H OCEAN
+-117.05,32.77,23.0,2556.0,662.0,1200.0,548.0,1.8899,147700.0,NEAR OCEAN
+-117.06,32.77,18.0,2269.0,682.0,1329.0,581.0,1.7951,161800.0,NEAR OCEAN
+-117.06,32.77,34.0,1730.0,373.0,730.0,350.0,2.0284,161800.0,NEAR OCEAN
+-117.07,32.77,38.0,1130.0,228.0,699.0,241.0,2.65,167600.0,NEAR OCEAN
+-117.06,32.77,32.0,3888.0,827.0,3868.0,841.0,3.0755,166800.0,NEAR OCEAN
+-117.05,32.77,33.0,3535.0,683.0,1568.0,672.0,2.8097,158300.0,NEAR OCEAN
+-117.06,32.76,36.0,2785.0,577.0,1275.0,527.0,2.3015,156800.0,NEAR OCEAN
+-117.06,32.76,38.0,1549.0,288.0,636.0,278.0,3.2188,150500.0,NEAR OCEAN
+-117.05,32.76,46.0,1887.0,359.0,795.0,358.0,3.25,159600.0,NEAR OCEAN
+-117.06,32.76,37.0,2356.0,476.0,1231.0,499.0,2.965,155700.0,NEAR OCEAN
+-117.06,32.76,24.0,1629.0,587.0,1012.0,488.0,1.7452,156800.0,NEAR OCEAN
+-117.05,32.75,36.0,2024.0,,1030.0,390.0,3.8233,139800.0,NEAR OCEAN
+-117.06,32.75,34.0,2516.0,611.0,1317.0,594.0,2.2308,125900.0,NEAR OCEAN
+-117.05,32.75,35.0,2144.0,388.0,1003.0,383.0,3.0938,137300.0,NEAR OCEAN
+-117.07,32.72,18.0,1758.0,286.0,987.0,277.0,4.6875,141800.0,NEAR OCEAN
+-117.08,32.72,32.0,2286.0,468.0,1741.0,467.0,3.0446,101900.0,NEAR OCEAN
+-117.07,32.71,36.0,2448.0,475.0,1268.0,450.0,2.5682,109100.0,NEAR OCEAN
+-117.06,32.73,33.0,3444.0,619.0,1884.0,582.0,3.7891,126700.0,NEAR OCEAN
+-117.06,32.72,31.0,2669.0,514.0,1626.0,499.0,3.1923,116900.0,NEAR OCEAN
+-117.05,32.72,35.0,1777.0,369.0,1158.0,353.0,3.4107,117000.0,NEAR OCEAN
+-117.06,32.71,25.0,2681.0,596.0,1947.0,553.0,2.8964,104300.0,NEAR OCEAN
+-117.07,32.71,39.0,2754.0,652.0,2263.0,619.0,2.2454,89600.0,NEAR OCEAN
+-117.08,32.7,35.0,1477.0,264.0,852.0,279.0,3.1786,100600.0,NEAR OCEAN
+-117.08,32.7,37.0,2176.0,418.0,1301.0,375.0,2.875,98900.0,NEAR OCEAN
+-117.08,32.7,36.0,2103.0,390.0,1279.0,392.0,2.4135,97000.0,NEAR OCEAN
+-117.06,32.71,21.0,1864.0,388.0,1498.0,389.0,3.8194,125700.0,NEAR OCEAN
+-117.06,32.71,11.0,2397.0,523.0,1566.0,514.0,3.8687,145200.0,NEAR OCEAN
+-117.08,32.71,27.0,2204.0,598.0,1656.0,521.0,1.4821,86200.0,NEAR OCEAN
+-117.07,32.71,26.0,4151.0,823.0,2822.0,697.0,2.8372,123400.0,NEAR OCEAN
+-117.07,32.7,14.0,2763.0,456.0,1914.0,465.0,4.1645,143000.0,NEAR OCEAN
+-117.07,32.69,20.0,2192.0,406.0,1766.0,393.0,4.0921,135000.0,NEAR OCEAN
+-117.06,32.7,12.0,3943.0,737.0,3280.0,751.0,4.112,141400.0,NEAR OCEAN
+-117.04,32.71,28.0,5274.0,991.0,3727.0,961.0,3.57,109800.0,NEAR OCEAN
+-117.05,32.71,25.0,3292.0,608.0,2266.0,592.0,3.2986,119200.0,NEAR OCEAN
+-117.03,32.71,33.0,3126.0,627.0,2300.0,623.0,3.2596,103000.0,NEAR OCEAN
+-117.03,32.71,34.0,2328.0,444.0,1684.0,429.0,3.25,99600.0,NEAR OCEAN
+-117.02,32.71,20.0,4050.0,745.0,2870.0,761.0,3.7366,121800.0,NEAR OCEAN
+-117.02,32.7,22.0,2756.0,516.0,1849.0,486.0,4.1837,125400.0,NEAR OCEAN
+-117.02,32.7,18.0,1643.0,283.0,1134.0,269.0,5.1769,133000.0,NEAR OCEAN
+-117.02,32.71,30.0,3187.0,592.0,2082.0,631.0,3.5388,118500.0,NEAR OCEAN
+-117.01,32.7,25.0,2321.0,398.0,1434.0,386.0,3.5341,120800.0,NEAR OCEAN
+-117.05,32.69,8.0,831.0,158.0,740.0,154.0,5.3908,165500.0,NEAR OCEAN
+-117.06,32.69,9.0,1520.0,269.0,1250.0,265.0,4.8875,157700.0,NEAR OCEAN
+-117.06,32.69,13.0,705.0,149.0,718.0,155.0,4.4375,154900.0,NEAR OCEAN
+-117.06,32.69,9.0,521.0,111.0,491.0,110.0,5.1305,158900.0,NEAR OCEAN
+-117.03,32.7,19.0,2304.0,572.0,2010.0,556.0,2.2866,109900.0,NEAR OCEAN
+-117.04,32.69,27.0,1790.0,356.0,1286.0,347.0,3.5437,115800.0,NEAR OCEAN
+-117.04,32.7,7.0,9311.0,1703.0,7302.0,1694.0,4.419,156900.0,NEAR OCEAN
+-117.07,32.68,18.0,1475.0,267.0,1149.0,268.0,5.0827,142200.0,NEAR OCEAN
+-117.06,32.68,38.0,1481.0,317.0,1080.0,291.0,2.85,125800.0,NEAR OCEAN
+-117.06,32.68,36.0,3815.0,796.0,2945.0,728.0,2.0959,125000.0,NEAR OCEAN
+-117.05,32.69,21.0,991.0,210.0,695.0,203.0,3.625,144300.0,NEAR OCEAN
+-117.06,32.68,41.0,2665.0,515.0,1664.0,512.0,2.375,113500.0,NEAR OCEAN
+-117.06,32.67,29.0,4047.0,754.0,2353.0,730.0,4.0505,125000.0,NEAR OCEAN
+-117.05,32.68,35.0,3414.0,580.0,1761.0,522.0,3.9922,129800.0,NEAR OCEAN
+-117.05,32.67,32.0,4227.0,785.0,2842.0,795.0,3.9646,137800.0,NEAR OCEAN
+-117.05,32.68,19.0,1469.0,275.0,1010.0,292.0,3.5664,150400.0,NEAR OCEAN
+-117.05,32.67,16.0,2168.0,343.0,1589.0,338.0,5.4863,153800.0,NEAR OCEAN
+-117.06,32.66,33.0,3425.0,511.0,1528.0,479.0,5.6889,234600.0,NEAR OCEAN
+-117.06,32.66,24.0,2587.0,491.0,1617.0,458.0,3.5066,133400.0,NEAR OCEAN
+-117.04,32.66,22.0,3362.0,630.0,1471.0,612.0,4.1442,303900.0,NEAR OCEAN
+-117.03,32.67,15.0,5094.0,818.0,2118.0,758.0,5.3505,266600.0,NEAR OCEAN
+-117.02,32.68,14.0,3986.0,675.0,2065.0,702.0,5.7192,267400.0,NEAR OCEAN
+-117.05,32.69,14.0,1689.0,555.0,1319.0,527.0,3.16,143800.0,NEAR OCEAN
+-117.05,32.68,15.0,1828.0,359.0,955.0,248.0,3.2174,165100.0,NEAR OCEAN
+-117.04,32.68,13.0,2132.0,425.0,1345.0,432.0,4.0,89300.0,NEAR OCEAN
+-117.04,32.68,14.0,1320.0,270.0,943.0,260.0,5.0947,152700.0,NEAR OCEAN
+-117.04,32.67,14.0,3464.0,683.0,2139.0,734.0,4.0668,137500.0,NEAR OCEAN
+-117.04,32.69,9.0,3417.0,860.0,2521.0,828.0,3.02,158900.0,NEAR OCEAN
+-117.04,32.68,9.0,3087.0,609.0,1530.0,556.0,3.775,125000.0,NEAR OCEAN
+-117.04,32.68,11.0,1875.0,357.0,1014.0,386.0,4.375,115000.0,NEAR OCEAN
+-117.01,32.7,7.0,2327.0,490.0,1304.0,445.0,3.3553,132200.0,NEAR OCEAN
+-117.02,32.69,7.0,6055.0,1004.0,3031.0,952.0,4.436,135000.0,NEAR OCEAN
+-117.03,32.69,5.0,3201.0,532.0,2061.0,536.0,5.0829,179400.0,NEAR OCEAN
+-117.03,32.69,10.0,901.0,163.0,698.0,167.0,4.6648,156100.0,NEAR OCEAN
+-117.03,32.69,8.0,2460.0,397.0,1784.0,390.0,4.5662,175500.0,NEAR OCEAN
+-117.09,32.71,12.0,3375.0,945.0,2357.0,808.0,1.5,106300.0,NEAR OCEAN
+-117.09,32.7,15.0,869.0,217.0,887.0,216.0,1.4583,84200.0,NEAR OCEAN
+-117.09,32.7,22.0,2409.0,582.0,1887.0,578.0,1.4089,94200.0,NEAR OCEAN
+-117.09,32.69,18.0,1645.0,430.0,1221.0,410.0,1.3269,108000.0,NEAR OCEAN
+-117.09,32.69,20.0,1102.0,205.0,852.0,217.0,3.1833,108300.0,NEAR OCEAN
+-117.1,32.69,11.0,3071.0,911.0,2812.0,774.0,1.2413,83100.0,NEAR OCEAN
+-117.1,32.7,28.0,633.0,137.0,525.0,170.0,3.6042,95600.0,NEAR OCEAN
+-117.1,32.7,42.0,2002.0,488.0,1505.0,464.0,1.5057,86300.0,NEAR OCEAN
+-117.1,32.71,9.0,1931.0,472.0,1628.0,445.0,2.085,92600.0,NEAR OCEAN
+-117.09,32.73,26.0,3114.0,686.0,1948.0,660.0,2.8942,124100.0,NEAR OCEAN
+-117.1,32.72,5.0,1615.0,387.0,1094.0,394.0,2.2024,137200.0,NEAR OCEAN
+-117.09,32.72,39.0,1273.0,246.0,770.0,242.0,2.0938,102500.0,NEAR OCEAN
+-117.09,32.72,33.0,1096.0,240.0,716.0,224.0,1.6944,111800.0,NEAR OCEAN
+-117.09,32.73,28.0,3109.0,594.0,1559.0,589.0,3.5789,120300.0,NEAR OCEAN
+-117.09,32.71,29.0,2238.0,523.0,2061.0,504.0,2.5559,96800.0,NEAR OCEAN
+-117.1,32.71,29.0,3422.0,713.0,2775.0,644.0,1.7075,86900.0,NEAR OCEAN
+-117.1,32.71,25.0,939.0,247.0,1003.0,240.0,1.75,87900.0,NEAR OCEAN
+-117.11,32.72,25.0,1491.0,348.0,1183.0,316.0,1.9583,88600.0,NEAR OCEAN
+-117.11,32.71,30.0,1729.0,457.0,1673.0,460.0,1.7,85900.0,NEAR OCEAN
+-117.11,32.7,34.0,2028.0,522.0,1797.0,464.0,1.7402,79400.0,NEAR OCEAN
+-117.11,32.7,37.0,2045.0,502.0,1920.0,472.0,1.8125,83300.0,NEAR OCEAN
+-117.11,32.7,33.0,1980.0,488.0,1626.0,428.0,1.4856,86400.0,NEAR OCEAN
+-117.12,32.7,14.0,819.0,237.0,827.0,237.0,1.3194,90500.0,NEAR OCEAN
+-117.12,32.7,36.0,1011.0,253.0,763.0,226.0,1.8187,84100.0,NEAR OCEAN
+-117.11,32.71,29.0,1040.0,291.0,1054.0,297.0,1.1818,83200.0,NEAR OCEAN
+-117.1,32.69,37.0,1269.0,340.0,1369.0,302.0,2.2102,87200.0,NEAR OCEAN
+-117.1,32.69,35.0,1292.0,272.0,1183.0,272.0,2.0547,98000.0,NEAR OCEAN
+-117.11,32.69,36.0,1421.0,367.0,1418.0,355.0,1.9425,93400.0,NEAR OCEAN
+-117.11,32.69,34.0,1144.0,295.0,1271.0,302.0,2.09,91800.0,NEAR OCEAN
+-117.11,32.69,37.0,2395.0,627.0,2489.0,599.0,1.5933,86300.0,NEAR OCEAN
+-117.11,32.69,39.0,395.0,159.0,620.0,162.0,2.725,86500.0,NEAR OCEAN
+-117.12,32.69,46.0,200.0,77.0,180.0,65.0,1.0658,93800.0,NEAR OCEAN
+-117.12,32.69,37.0,1082.0,294.0,1146.0,265.0,2.0673,88500.0,NEAR OCEAN
+-117.12,32.7,38.0,818.0,217.0,953.0,231.0,1.0531,65700.0,NEAR OCEAN
+-117.12,32.7,37.0,1361.0,348.0,1398.0,328.0,1.1681,78100.0,NEAR OCEAN
+-117.13,32.69,36.0,1469.0,400.0,1271.0,340.0,1.043,90100.0,NEAR OCEAN
+-117.13,32.7,48.0,786.0,230.0,917.0,231.0,1.875,75600.0,NEAR OCEAN
+-117.13,32.7,42.0,1210.0,292.0,945.0,258.0,0.8991,78900.0,NEAR OCEAN
+-117.13,32.7,38.0,1445.0,392.0,1286.0,357.0,1.4632,80200.0,NEAR OCEAN
+-117.13,32.7,35.0,1179.0,344.0,1372.0,330.0,1.9509,70200.0,NEAR OCEAN
+-117.12,32.71,33.0,1256.0,331.0,1315.0,321.0,1.9286,78500.0,NEAR OCEAN
+-117.13,32.71,38.0,993.0,246.0,760.0,205.0,1.1563,82700.0,NEAR OCEAN
+-117.13,32.71,42.0,1145.0,314.0,1114.0,307.0,1.2614,87500.0,NEAR OCEAN
+-117.13,32.71,44.0,1697.0,413.0,1396.0,363.0,1.5474,83300.0,NEAR OCEAN
+-117.13,32.72,32.0,2197.0,623.0,1784.0,599.0,1.901,120300.0,NEAR OCEAN
+-117.12,32.71,24.0,421.0,101.0,396.0,113.0,0.6433,111300.0,NEAR OCEAN
+-117.13,32.72,9.0,2436.0,720.0,1780.0,653.0,1.8299,137500.0,NEAR OCEAN
+-117.13,32.72,19.0,1341.0,435.0,1048.0,360.0,1.975,117900.0,NEAR OCEAN
+-117.12,32.72,36.0,6096.0,1285.0,3093.0,1229.0,3.37,159100.0,NEAR OCEAN
+-117.12,32.73,50.0,2307.0,424.0,887.0,356.0,3.5156,168800.0,NEAR OCEAN
+-117.12,32.73,52.0,3976.0,718.0,1750.0,769.0,3.4151,175400.0,NEAR OCEAN
+-117.13,32.74,46.0,3355.0,768.0,1457.0,708.0,2.6604,170100.0,NEAR OCEAN
+-117.13,32.73,52.0,1148.0,214.0,481.0,215.0,5.454,240900.0,NEAR OCEAN
+-117.13,32.73,52.0,2676.0,557.0,1181.0,537.0,3.6058,213100.0,NEAR OCEAN
+-117.13,32.74,50.0,1527.0,338.0,728.0,322.0,2.625,203200.0,NEAR OCEAN
+-117.13,32.73,43.0,2706.0,667.0,1531.0,614.0,2.1513,145000.0,NEAR OCEAN
+-117.13,32.72,43.0,2160.0,504.0,1221.0,452.0,2.4821,140600.0,NEAR OCEAN
+-117.13,32.72,52.0,1560.0,307.0,757.0,315.0,2.7083,199100.0,NEAR OCEAN
+-117.13,32.73,52.0,1911.0,415.0,777.0,412.0,2.2429,221100.0,NEAR OCEAN
+-117.14,32.72,42.0,1558.0,458.0,1227.0,407.0,2.2804,139100.0,NEAR OCEAN
+-117.13,32.72,17.0,1285.0,423.0,1208.0,409.0,1.758,126600.0,NEAR OCEAN
+-117.14,32.71,34.0,1694.0,455.0,1467.0,425.0,2.1164,139400.0,NEAR OCEAN
+-117.14,32.71,32.0,719.0,251.0,894.0,208.0,1.8456,103100.0,NEAR OCEAN
+-117.14,32.72,43.0,1073.0,344.0,660.0,279.0,2.0529,168800.0,NEAR OCEAN
+-117.14,32.72,45.0,1140.0,310.0,840.0,339.0,1.6156,156300.0,NEAR OCEAN
+-117.14,32.72,34.0,2533.0,862.0,2011.0,778.0,2.1199,160400.0,NEAR OCEAN
+-117.14,32.71,52.0,1225.0,332.0,955.0,321.0,1.6011,106300.0,NEAR OCEAN
+-117.14,32.71,52.0,979.0,314.0,975.0,297.0,1.2375,100000.0,NEAR OCEAN
+-117.14,32.71,52.0,800.0,313.0,1337.0,282.0,1.5594,87500.0,NEAR OCEAN
+-117.14,32.71,52.0,500.0,,480.0,108.0,1.8696,91100.0,NEAR OCEAN
+-117.13,32.71,37.0,1220.0,325.0,1472.0,323.0,1.825,81500.0,NEAR OCEAN
+-117.13,32.71,35.0,614.0,180.0,691.0,164.0,1.6953,81300.0,NEAR OCEAN
+-117.14,32.71,43.0,966.0,255.0,857.0,208.0,1.2841,72000.0,NEAR OCEAN
+-117.14,32.71,39.0,1647.0,478.0,2176.0,479.0,1.7642,82900.0,NEAR OCEAN
+-117.14,32.7,32.0,1280.0,353.0,1335.0,330.0,1.6023,77300.0,NEAR OCEAN
+-117.13,32.7,35.0,365.0,98.0,463.0,112.0,2.5588,78800.0,NEAR OCEAN
+-117.14,32.7,43.0,1126.0,289.0,1132.0,294.0,2.1875,87000.0,NEAR OCEAN
+-117.14,32.7,40.0,1227.0,330.0,1199.0,316.0,1.2188,92500.0,NEAR OCEAN
+-117.14,32.7,36.0,633.0,148.0,557.0,139.0,1.5729,82700.0,NEAR OCEAN
+-117.14,32.7,48.0,510.0,180.0,545.0,132.0,1.8008,86500.0,NEAR OCEAN
+-117.14,32.7,44.0,658.0,218.0,869.0,212.0,1.9338,89400.0,NEAR OCEAN
+-117.14,32.7,47.0,552.0,161.0,593.0,174.0,0.9589,90000.0,NEAR OCEAN
+-117.15,32.7,50.0,475.0,172.0,483.0,120.0,1.3657,162500.0,NEAR OCEAN
+-117.15,32.71,52.0,402.0,183.0,557.0,172.0,1.3125,87500.0,NEAR OCEAN
+-117.15,32.7,52.0,458.0,148.0,1283.0,166.0,1.2863,86300.0,NEAR OCEAN
+-117.15,32.71,52.0,217.0,82.0,531.0,93.0,1.6607,137500.0,NEAR OCEAN
+-117.15,32.72,52.0,344.0,177.0,460.0,147.0,1.2292,137500.0,NEAR OCEAN
+-117.16,32.72,52.0,788.0,463.0,805.0,391.0,0.9142,162500.0,NEAR OCEAN
+-117.16,32.71,52.0,845.0,451.0,1230.0,375.0,1.0918,22500.0,NEAR OCEAN
+-117.16,32.71,5.0,2508.0,827.0,2066.0,761.0,1.3092,325000.0,NEAR OCEAN
+-117.17,32.71,7.0,2493.0,693.0,951.0,641.0,4.2375,205000.0,NEAR OCEAN
+-117.17,32.71,39.0,311.0,181.0,206.0,113.0,0.7685,187500.0,NEAR OCEAN
+-117.14,32.73,26.0,450.0,132.0,317.0,109.0,4.0,137500.0,NEAR OCEAN
+-117.15,32.72,51.0,1321.0,,781.0,499.0,1.3071,250000.0,NEAR OCEAN
+-117.16,32.72,24.0,1232.0,663.0,1184.0,626.0,1.0391,162500.0,NEAR OCEAN
+-117.16,32.73,52.0,1218.0,471.0,821.0,429.0,1.9597,200000.0,NEAR OCEAN
+-117.16,32.72,27.0,1245.0,471.0,653.0,451.0,1.2668,225000.0,NEAR OCEAN
+-117.17,32.73,52.0,408.0,143.0,313.0,143.0,1.815,116700.0,NEAR OCEAN
+-117.17,32.72,44.0,626.0,256.0,572.0,229.0,1.5909,262500.0,NEAR OCEAN
+-117.16,32.73,52.0,1682.0,617.0,873.0,534.0,2.0972,112500.0,NEAR OCEAN
+-117.16,32.73,52.0,1863.0,559.0,906.0,493.0,1.9203,195800.0,NEAR OCEAN
+-117.17,32.73,52.0,1578.0,487.0,879.0,446.0,2.4069,215000.0,NEAR OCEAN
+-117.16,32.74,49.0,1815.0,495.0,601.0,410.0,3.0571,418800.0,NEAR OCEAN
+-117.16,32.74,43.0,1437.0,406.0,692.0,379.0,3.1979,466700.0,NEAR OCEAN
+-117.17,32.74,39.0,3803.0,806.0,1567.0,775.0,3.7039,361500.0,NEAR OCEAN
+-117.17,32.74,38.0,5054.0,1168.0,2366.0,1103.0,2.9422,289400.0,NEAR OCEAN
+-117.17,32.73,52.0,55.0,18.0,65.0,22.0,1.6591,112500.0,NEAR OCEAN
+-117.2,32.76,40.0,581.0,157.0,298.0,156.0,2.4,255000.0,NEAR OCEAN
+-117.19,32.75,33.0,1115.0,316.0,583.0,269.0,2.5882,258300.0,NEAR OCEAN
+-117.18,32.74,20.0,1165.0,269.0,459.0,244.0,3.175,191700.0,NEAR OCEAN
+-117.19,32.75,52.0,25.0,5.0,13.0,5.0,0.536,162500.0,NEAR OCEAN
+-117.21,32.75,15.0,1716.0,702.0,914.0,672.0,1.0612,300000.0,NEAR OCEAN
+-117.21,32.74,45.0,3025.0,583.0,1980.0,550.0,2.2982,87500.0,NEAR OCEAN
+-117.21,32.75,27.0,2072.0,534.0,1118.0,510.0,2.8043,262100.0,NEAR OCEAN
+-117.22,32.75,24.0,3914.0,985.0,2147.0,874.0,2.9735,225000.0,NEAR OCEAN
+-117.22,32.75,26.0,696.0,185.0,384.0,184.0,2.6121,125000.0,NEAR OCEAN
+-117.23,32.75,23.0,2415.0,653.0,1275.0,596.0,3.1389,101800.0,NEAR OCEAN
+-117.22,32.75,26.0,617.0,112.0,251.0,110.0,3.8036,162000.0,NEAR OCEAN
+-117.23,32.75,11.0,4304.0,1245.0,1960.0,1105.0,3.3456,159800.0,NEAR OCEAN
+-117.21,32.74,52.0,1245.0,174.0,468.0,193.0,6.9322,334500.0,NEAR OCEAN
+-117.22,32.74,52.0,1283.0,173.0,436.0,190.0,7.4029,345700.0,NEAR OCEAN
+-117.22,32.74,52.0,1260.0,202.0,555.0,209.0,7.2758,345200.0,NEAR OCEAN
+-117.22,32.74,41.0,2621.0,542.0,1074.0,471.0,2.4016,287500.0,NEAR OCEAN
+-117.22,32.75,34.0,6001.0,1111.0,2654.0,1072.0,4.5878,291000.0,NEAR OCEAN
+-117.22,32.73,38.0,3966.0,768.0,1640.0,729.0,3.8409,291400.0,NEAR OCEAN
+-117.23,32.73,35.0,2914.0,683.0,1562.0,638.0,2.5259,240200.0,NEAR OCEAN
+-117.23,32.73,44.0,1168.0,263.0,509.0,256.0,2.7273,269700.0,NEAR OCEAN
+-117.23,32.72,43.0,952.0,209.0,392.0,210.0,2.1635,244200.0,NEAR OCEAN
+-117.23,32.74,44.0,1404.0,229.0,513.0,217.0,4.1806,263800.0,NEAR OCEAN
+-117.24,32.74,43.0,2216.0,375.0,918.0,388.0,5.5289,297700.0,NEAR OCEAN
+-117.24,32.73,37.0,2260.0,354.0,809.0,351.0,5.9113,388300.0,NEAR OCEAN
+-117.23,32.73,36.0,2052.0,287.0,699.0,265.0,7.5557,441400.0,NEAR OCEAN
+-117.23,32.72,38.0,2827.0,581.0,972.0,558.0,3.2361,500001.0,NEAR OCEAN
+-117.24,32.71,32.0,4164.0,701.0,1277.0,607.0,6.6661,500001.0,NEAR OCEAN
+-117.24,32.72,39.0,3089.0,431.0,1175.0,432.0,7.5925,466700.0,NEAR OCEAN
+-117.24,32.72,39.0,3819.0,594.0,1361.0,583.0,6.6013,396400.0,NEAR OCEAN
+-117.25,32.73,38.0,1840.0,291.0,633.0,283.0,4.9125,383600.0,NEAR OCEAN
+-117.25,32.72,36.0,2632.0,450.0,2038.0,419.0,6.5319,345800.0,NEAR OCEAN
+-117.25,32.72,33.0,1677.0,228.0,629.0,239.0,6.597,496400.0,NEAR OCEAN
+-117.25,32.73,37.0,2224.0,331.0,821.0,341.0,6.3331,400000.0,NEAR OCEAN
+-117.28,32.73,44.0,1934.0,325.0,783.0,316.0,4.8684,358600.0,NEAR OCEAN
+-117.28,32.74,33.0,4168.0,1112.0,1785.0,984.0,2.7515,247700.0,NEAR OCEAN
+-117.25,32.74,36.0,3548.0,956.0,1648.0,866.0,2.6962,288200.0,NEAR OCEAN
+-117.25,32.74,36.0,1830.0,430.0,755.0,419.0,2.9904,286800.0,NEAR OCEAN
+-117.25,32.74,40.0,2186.0,549.0,953.0,515.0,2.8007,257100.0,NEAR OCEAN
+-117.24,32.74,44.0,1686.0,285.0,712.0,298.0,4.0268,298600.0,NEAR OCEAN
+-117.24,32.74,44.0,1488.0,259.0,667.0,281.0,4.0862,321800.0,NEAR OCEAN
+-117.25,32.73,39.0,1688.0,256.0,635.0,272.0,4.5938,367400.0,NEAR OCEAN
+-117.23,32.75,5.0,1824.0,,892.0,426.0,3.4286,137500.0,NEAR OCEAN
+-117.23,32.75,21.0,2050.0,608.0,1131.0,550.0,2.4779,165000.0,NEAR OCEAN
+-117.23,32.74,16.0,735.0,139.0,299.0,134.0,4.6354,179200.0,NEAR OCEAN
+-117.23,32.74,16.0,1953.0,404.0,798.0,385.0,4.8167,169800.0,NEAR OCEAN
+-117.23,32.74,35.0,2615.0,525.0,1312.0,547.0,4.1339,238200.0,NEAR OCEAN
+-117.24,32.74,45.0,1718.0,293.0,757.0,329.0,4.05,284900.0,NEAR OCEAN
+-117.24,32.75,36.0,2831.0,669.0,1279.0,660.0,2.9896,252700.0,NEAR OCEAN
+-117.24,32.75,36.0,1856.0,475.0,822.0,416.0,2.3042,220600.0,NEAR OCEAN
+-117.24,32.75,41.0,1989.0,514.0,1015.0,489.0,2.79,226000.0,NEAR OCEAN
+-117.25,32.74,36.0,1240.0,310.0,577.0,319.0,2.6625,248200.0,NEAR OCEAN
+-117.25,32.75,32.0,3551.0,1037.0,1731.0,935.0,2.2017,208300.0,NEAR OCEAN
+-117.25,32.75,36.0,1929.0,526.0,974.0,491.0,1.7622,205800.0,NEAR OCEAN
+-117.24,32.75,33.0,1980.0,614.0,1057.0,567.0,2.2042,231300.0,NEAR OCEAN
+-117.25,32.75,37.0,1189.0,377.0,645.0,377.0,2.4672,216700.0,NEAR OCEAN
+-117.28,32.75,34.0,981.0,313.0,508.0,304.0,2.2328,266700.0,NEAR OCEAN
+-117.25,32.79,37.0,1467.0,442.0,651.0,354.0,2.375,340400.0,NEAR OCEAN
+-117.25,32.79,43.0,906.0,240.0,458.0,205.0,1.8365,328600.0,NEAR OCEAN
+-117.25,32.78,36.0,1527.0,427.0,710.0,312.0,2.7857,291700.0,NEAR OCEAN
+-117.25,32.78,21.0,1479.0,484.0,658.0,384.0,2.45,350000.0,NEAR OCEAN
+-117.28,32.77,38.0,1267.0,340.0,442.0,250.0,4.3403,500000.0,NEAR OCEAN
+-117.25,32.77,32.0,2021.0,524.0,973.0,485.0,3.18,362500.0,NEAR OCEAN
+-117.25,32.77,35.0,2494.0,690.0,1126.0,624.0,4.0313,385300.0,NEAR OCEAN
+-117.25,32.76,38.0,2331.0,493.0,836.0,433.0,4.9125,452600.0,NEAR OCEAN
+-117.22,32.78,22.0,2020.0,466.0,1010.0,429.0,3.4527,175000.0,NEAR OCEAN
+-117.23,32.79,23.0,2578.0,665.0,989.0,622.0,3.5484,238000.0,NEAR OCEAN
+-117.23,32.79,28.0,2453.0,648.0,1082.0,617.0,3.625,266700.0,NEAR OCEAN
+-117.23,32.78,35.0,1649.0,355.0,746.0,360.0,4.6293,356500.0,NEAR OCEAN
+-117.24,32.78,44.0,2172.0,431.0,892.0,420.0,4.1742,342200.0,NEAR OCEAN
+-117.24,32.79,17.0,1149.0,266.0,403.0,228.0,4.1652,241700.0,NEAR OCEAN
+-117.24,32.79,18.0,2539.0,616.0,964.0,526.0,3.4306,275000.0,NEAR OCEAN
+-117.24,32.79,20.0,961.0,278.0,525.0,254.0,3.1838,245800.0,NEAR OCEAN
+-117.24,32.79,25.0,2135.0,691.0,566.0,320.0,2.6902,212500.0,NEAR OCEAN
+-117.24,32.79,18.0,1741.0,602.0,508.0,283.0,3.2625,193800.0,NEAR OCEAN
+-117.21,32.8,19.0,786.0,282.0,525.0,229.0,1.7273,137500.0,NEAR OCEAN
+-117.22,32.8,23.0,1906.0,525.0,1029.0,491.0,2.93,183300.0,NEAR OCEAN
+-117.23,32.8,22.0,2981.0,873.0,1751.0,745.0,2.3482,190600.0,NEAR OCEAN
+-117.23,32.8,27.0,1297.0,355.0,776.0,337.0,2.4643,244400.0,NEAR OCEAN
+-117.23,32.81,28.0,1508.0,263.0,996.0,267.0,3.8026,270000.0,NEAR OCEAN
+-117.22,32.81,21.0,1703.0,335.0,902.0,369.0,3.7813,362500.0,NEAR OCEAN
+-117.25,32.8,37.0,1096.0,260.0,490.0,267.0,3.2663,270600.0,NEAR OCEAN
+-117.25,32.8,32.0,1601.0,468.0,731.0,429.0,2.5568,258300.0,NEAR OCEAN
+-117.25,32.8,30.0,2061.0,631.0,1007.0,577.0,2.5813,253100.0,NEAR OCEAN
+-117.25,32.8,31.0,2182.0,630.0,1069.0,599.0,2.9781,212500.0,NEAR OCEAN
+-117.25,32.79,27.0,848.0,300.0,455.0,298.0,3.0774,275000.0,NEAR OCEAN
+-117.25,32.79,25.0,1627.0,375.0,735.0,378.0,3.6429,317100.0,NEAR OCEAN
+-117.28,32.8,20.0,1838.0,540.0,615.0,325.0,3.5486,193800.0,NEAR OCEAN
+-117.23,32.8,21.0,2429.0,579.0,1011.0,538.0,3.225,229400.0,NEAR OCEAN
+-117.23,32.8,31.0,1403.0,388.0,724.0,371.0,2.6403,216100.0,NEAR OCEAN
+-117.23,32.8,28.0,3379.0,918.0,1849.0,849.0,3.0293,241700.0,NEAR OCEAN
+-117.24,32.8,26.0,3433.0,873.0,1492.0,798.0,2.9258,234800.0,NEAR OCEAN
+-117.24,32.8,28.0,1072.0,331.0,692.0,321.0,2.1357,187500.0,NEAR OCEAN
+-117.24,32.8,18.0,2205.0,661.0,874.0,580.0,3.8018,112500.0,NEAR OCEAN
+-117.24,32.8,19.0,1863.0,497.0,868.0,503.0,2.288,210000.0,NEAR OCEAN
+-117.24,32.8,30.0,1917.0,462.0,828.0,437.0,2.4671,276300.0,NEAR OCEAN
+-117.24,32.8,29.0,3376.0,882.0,1513.0,843.0,3.101,238200.0,NEAR OCEAN
+-117.25,32.81,32.0,2402.0,551.0,1020.0,532.0,3.3942,307400.0,NEAR OCEAN
+-117.25,32.8,35.0,2281.0,506.0,1005.0,496.0,4.2296,275000.0,NEAR OCEAN
+-117.25,32.8,26.0,2442.0,659.0,1134.0,624.0,3.3274,295500.0,NEAR OCEAN
+-117.26,32.81,25.0,2076.0,586.0,1060.0,554.0,2.8421,227800.0,NEAR OCEAN
+-117.26,32.81,30.0,1328.0,346.0,577.0,328.0,2.3284,290600.0,NEAR OCEAN
+-117.26,32.81,37.0,1616.0,421.0,650.0,395.0,2.92,326500.0,NEAR OCEAN
+-117.29,32.81,35.0,1878.0,308.0,598.0,257.0,6.9553,500001.0,NEAR OCEAN
+-117.26,32.8,30.0,1446.0,385.0,650.0,344.0,3.744,450000.0,NEAR OCEAN
+-117.24,32.81,33.0,1588.0,289.0,683.0,301.0,5.4103,332400.0,NEAR OCEAN
+-117.24,32.81,34.0,2420.0,391.0,917.0,392.0,6.5881,394400.0,NEAR OCEAN
+-117.25,32.81,39.0,1846.0,350.0,765.0,329.0,3.9187,311900.0,NEAR OCEAN
+-117.27,32.84,34.0,1655.0,450.0,870.0,411.0,3.2109,376000.0,NEAR OCEAN
+-117.28,32.84,41.0,1420.0,338.0,640.0,314.0,2.9306,360300.0,NEAR OCEAN
+-117.27,32.83,39.0,1877.0,426.0,805.0,409.0,3.875,410000.0,NEAR OCEAN
+-117.28,32.83,34.0,2392.0,653.0,933.0,619.0,3.7306,500000.0,NEAR OCEAN
+-117.31,32.83,38.0,2367.0,480.0,891.0,428.0,4.1477,500001.0,NEAR OCEAN
+-117.27,32.82,35.0,2908.0,595.0,1068.0,529.0,4.1793,500001.0,NEAR OCEAN
+-117.27,32.82,42.0,2820.0,488.0,1175.0,500.0,4.5083,405200.0,NEAR OCEAN
+-117.31,32.82,42.0,2785.0,389.0,833.0,333.0,11.3074,500001.0,NEAR OCEAN
+-117.27,32.85,34.0,2105.0,444.0,780.0,406.0,2.3187,488900.0,NEAR OCEAN
+-117.28,32.84,21.0,2455.0,660.0,1015.0,597.0,3.7596,381300.0,NEAR OCEAN
+-117.27,32.85,26.0,1373.0,,608.0,268.0,4.425,475000.0,NEAR OCEAN
+-117.3,32.85,28.0,2334.0,694.0,770.0,552.0,3.1324,500001.0,NEAR OCEAN
+-117.23,32.81,24.0,3271.0,508.0,1496.0,482.0,5.9359,422200.0,NEAR OCEAN
+-117.23,32.81,22.0,3205.0,429.0,1083.0,410.0,8.1844,406300.0,NEAR OCEAN
+-117.24,32.82,20.0,2467.0,332.0,731.0,335.0,7.2559,392300.0,NEAR OCEAN
+-117.25,32.84,19.0,1759.0,214.0,659.0,195.0,10.7751,500001.0,NEAR OCEAN
+-117.26,32.85,30.0,3652.0,499.0,978.0,462.0,8.2374,500001.0,NEAR OCEAN
+-117.25,32.83,17.0,2075.0,262.0,704.0,241.0,10.9529,500001.0,NEAR OCEAN
+-117.27,32.84,26.0,3940.0,657.0,1180.0,600.0,6.1025,500001.0,NEAR OCEAN
+-117.23,32.88,18.0,5566.0,1465.0,6303.0,1458.0,1.858,205000.0,NEAR OCEAN
+-117.22,32.85,26.0,1647.0,261.0,694.0,259.0,4.6875,274400.0,NEAR OCEAN
+-117.22,32.84,19.0,2691.0,347.0,1154.0,366.0,8.051,363600.0,NEAR OCEAN
+-117.23,32.85,25.0,4229.0,601.0,1634.0,574.0,6.3955,316700.0,NEAR OCEAN
+-117.21,32.86,24.0,3596.0,494.0,1573.0,492.0,6.5382,326000.0,NEAR OCEAN
+-117.21,32.86,26.0,1352.0,202.0,654.0,217.0,5.3693,260700.0,NEAR OCEAN
+-117.21,32.85,15.0,2593.0,521.0,901.0,456.0,4.2065,277800.0,NEAR OCEAN
+-117.21,32.85,26.0,2012.0,315.0,872.0,335.0,5.4067,277500.0,NEAR OCEAN
+-117.24,32.83,18.0,3109.0,501.0,949.0,368.0,7.4351,445700.0,NEAR OCEAN
+-117.25,32.82,19.0,5255.0,762.0,1773.0,725.0,7.8013,474000.0,NEAR OCEAN
+-117.25,32.82,23.0,6139.0,826.0,2036.0,807.0,9.5245,500001.0,NEAR OCEAN
+-117.26,32.83,24.0,1663.0,199.0,578.0,187.0,10.7721,500001.0,NEAR OCEAN
+-117.26,32.82,34.0,5846.0,785.0,1817.0,747.0,8.496,500001.0,NEAR OCEAN
+-117.27,32.83,35.0,1420.0,193.0,469.0,177.0,8.0639,500001.0,NEAR OCEAN
+-117.29,32.92,25.0,2355.0,381.0,823.0,358.0,6.8322,500001.0,NEAR OCEAN
+-117.25,32.86,30.0,1670.0,219.0,606.0,202.0,12.4429,500001.0,NEAR OCEAN
+-117.25,32.86,25.0,2911.0,533.0,1137.0,499.0,5.1023,500001.0,NEAR OCEAN
+-117.25,32.86,27.0,2530.0,469.0,594.0,326.0,7.2821,500001.0,NEAR OCEAN
+-117.26,32.85,42.0,1761.0,329.0,480.0,255.0,5.3787,500001.0,NEAR OCEAN
+-117.24,32.85,18.0,3117.0,475.0,904.0,368.0,6.7587,388500.0,NEAR OCEAN
+-117.24,32.85,22.0,3479.0,448.0,1252.0,440.0,10.0707,500001.0,NEAR OCEAN
+-117.19,32.86,18.0,4231.0,728.0,2030.0,720.0,6.1805,272400.0,NEAR OCEAN
+-117.19,32.86,19.0,3716.0,563.0,1788.0,587.0,5.2113,267400.0,NEAR OCEAN
+-117.2,32.85,22.0,3501.0,631.0,1297.0,581.0,4.7891,295300.0,NEAR OCEAN
+-117.2,32.85,26.0,2298.0,549.0,980.0,555.0,2.4207,213500.0,NEAR OCEAN
+-117.19,32.85,15.0,2895.0,498.0,1164.0,443.0,5.102,417500.0,NEAR OCEAN
+-117.23,32.87,15.0,2290.0,662.0,1034.0,594.0,3.0104,204200.0,NEAR OCEAN
+-117.23,32.86,16.0,1675.0,354.0,604.0,332.0,5.2326,188300.0,NEAR OCEAN
+-117.23,32.86,15.0,1199.0,301.0,510.0,296.0,3.6083,180100.0,NEAR OCEAN
+-117.23,32.86,15.0,1703.0,320.0,587.0,282.0,5.0855,209800.0,NEAR OCEAN
+-117.23,32.86,16.0,1200.0,468.0,648.0,443.0,3.045,100000.0,NEAR OCEAN
+-117.23,32.87,11.0,3123.0,740.0,1223.0,634.0,5.417,196800.0,NEAR OCEAN
+-117.21,32.86,16.0,2800.0,566.0,1267.0,518.0,3.2794,148600.0,NEAR OCEAN
+-117.22,32.87,14.0,3512.0,807.0,1835.0,792.0,3.35,171000.0,NEAR OCEAN
+-117.22,32.86,4.0,16289.0,4585.0,7604.0,4176.0,3.6287,280800.0,NEAR OCEAN
+-117.22,32.87,5.0,3511.0,1008.0,1599.0,918.0,3.8542,176600.0,NEAR OCEAN
+-117.21,32.89,14.0,3114.0,773.0,1592.0,776.0,3.3176,156100.0,NEAR OCEAN
+-117.2,32.86,4.0,4308.0,1095.0,1923.0,932.0,3.9356,267000.0,NEAR OCEAN
+-117.21,32.87,12.0,1428.0,303.0,528.0,269.0,4.1429,254400.0,NEAR OCEAN
+-117.15,32.91,15.0,1613.0,303.0,702.0,240.0,4.875,169300.0,<1H OCEAN
+-117.15,32.91,14.0,1259.0,238.0,889.0,247.0,4.9464,174800.0,<1H OCEAN
+-117.16,32.91,5.0,1619.0,272.0,1063.0,296.0,6.0891,214600.0,<1H OCEAN
+-117.15,32.91,10.0,2349.0,431.0,1598.0,435.0,4.8229,183200.0,<1H OCEAN
+-117.15,32.9,12.0,1681.0,381.0,1050.0,362.0,4.2008,176100.0,<1H OCEAN
+-117.16,32.89,5.0,8576.0,1952.0,5006.0,1827.0,4.3598,189100.0,<1H OCEAN
+-117.12,32.91,8.0,3405.0,961.0,1742.0,918.0,2.8728,114600.0,<1H OCEAN
+-117.13,32.91,15.0,1450.0,266.0,747.0,290.0,3.6111,196300.0,<1H OCEAN
+-117.13,32.91,16.0,3230.0,579.0,1825.0,576.0,4.2969,151200.0,<1H OCEAN
+-117.13,32.91,16.0,2715.0,581.0,1619.0,584.0,4.0,154700.0,<1H OCEAN
+-117.14,32.91,14.0,3014.0,710.0,2165.0,705.0,3.7837,160300.0,<1H OCEAN
+-117.14,32.9,16.0,3217.0,,2054.0,687.0,4.2234,162100.0,<1H OCEAN
+-117.13,32.9,15.0,2785.0,644.0,1798.0,630.0,3.7156,175200.0,<1H OCEAN
+-117.12,32.9,14.0,3249.0,937.0,1929.0,838.0,2.8588,92500.0,<1H OCEAN
+-117.12,32.9,13.0,1743.0,363.0,854.0,353.0,4.6667,138200.0,<1H OCEAN
+-117.13,32.92,16.0,2173.0,399.0,1460.0,393.0,4.2614,169600.0,<1H OCEAN
+-117.13,32.92,17.0,1481.0,315.0,1002.0,300.0,3.6196,163400.0,<1H OCEAN
+-117.14,32.92,7.0,1308.0,418.0,766.0,390.0,3.2151,106300.0,<1H OCEAN
+-117.14,32.92,6.0,3069.0,750.0,1541.0,736.0,3.814,132500.0,<1H OCEAN
+-117.14,32.92,15.0,3242.0,595.0,1936.0,593.0,4.9706,184700.0,<1H OCEAN
+-117.13,32.92,16.0,1580.0,241.0,917.0,261.0,4.7266,191100.0,<1H OCEAN
+-117.13,32.92,16.0,1565.0,257.0,893.0,239.0,5.5036,192300.0,<1H OCEAN
+-117.13,32.94,15.0,4846.0,825.0,2797.0,823.0,4.9375,180400.0,<1H OCEAN
+-117.13,32.93,16.0,2918.0,444.0,1697.0,444.0,5.3062,195500.0,<1H OCEAN
+-117.14,32.93,14.0,1946.0,463.0,1205.0,390.0,4.2109,171200.0,<1H OCEAN
+-117.14,32.93,12.0,1474.0,364.0,1009.0,372.0,4.0521,166700.0,<1H OCEAN
+-117.14,32.93,16.0,2412.0,419.0,1612.0,422.0,4.5086,171100.0,<1H OCEAN
+-117.12,32.93,7.0,1427.0,243.0,927.0,239.0,5.3625,218900.0,<1H OCEAN
+-117.15,32.93,16.0,2718.0,438.0,1515.0,431.0,5.1433,185300.0,<1H OCEAN
+-117.14,32.92,15.0,1558.0,314.0,949.0,332.0,5.2864,174400.0,<1H OCEAN
+-117.15,32.92,16.0,1972.0,402.0,1377.0,413.0,4.4615,168300.0,<1H OCEAN
+-117.15,32.92,16.0,2366.0,392.0,1482.0,407.0,4.9024,182900.0,<1H OCEAN
+-117.15,32.92,16.0,2969.0,514.0,1594.0,465.0,4.5221,168300.0,<1H OCEAN
+-117.18,32.92,4.0,15025.0,2616.0,7560.0,2392.0,5.196,210700.0,<1H OCEAN
+-117.25,32.96,18.0,4773.0,743.0,1970.0,716.0,6.6199,406200.0,NEAR OCEAN
+-117.26,32.95,15.0,1036.0,149.0,395.0,157.0,5.8343,500001.0,NEAR OCEAN
+-117.26,32.95,15.0,1882.0,233.0,704.0,219.0,6.9794,500001.0,NEAR OCEAN
+-117.25,32.94,16.0,4755.0,807.0,1829.0,756.0,6.7694,425900.0,NEAR OCEAN
+-117.25,32.94,15.0,1804.0,339.0,673.0,296.0,5.9806,370500.0,NEAR OCEAN
+-117.24,32.95,18.0,1591.0,268.0,547.0,243.0,5.9547,329300.0,NEAR OCEAN
+-117.24,32.94,12.0,2165.0,437.0,792.0,386.0,5.2648,294400.0,NEAR OCEAN
+-117.13,32.98,5.0,2276.0,311.0,1158.0,317.0,6.4321,271900.0,<1H OCEAN
+-117.13,32.97,10.0,3486.0,469.0,1700.0,483.0,6.4696,249500.0,<1H OCEAN
+-117.18,32.95,4.0,19001.0,2688.0,8980.0,2441.0,6.3237,260900.0,<1H OCEAN
+-117.14,32.96,12.0,5949.0,799.0,2936.0,781.0,6.3721,241500.0,<1H OCEAN
+-117.13,32.96,15.0,2267.0,292.0,1180.0,289.0,6.712,240200.0,<1H OCEAN
+-117.24,32.98,4.0,6423.0,1042.0,2607.0,983.0,7.6348,337000.0,NEAR OCEAN
+-117.21,32.96,3.0,6251.0,988.0,2330.0,893.0,8.4355,467600.0,NEAR OCEAN
+-117.22,32.95,4.0,18123.0,3173.0,7301.0,2964.0,6.357,322500.0,NEAR OCEAN
+-117.22,32.83,34.0,2936.0,597.0,1512.0,571.0,3.7841,176900.0,NEAR OCEAN
+-117.22,32.83,31.0,3958.0,727.0,1924.0,728.0,5.4605,190200.0,NEAR OCEAN
+-117.22,32.83,17.0,1124.0,187.0,553.0,205.0,5.7451,237300.0,NEAR OCEAN
+-117.22,32.83,31.0,2558.0,512.0,1164.0,492.0,3.4318,200400.0,NEAR OCEAN
+-117.22,32.82,35.0,756.0,135.0,423.0,136.0,3.5234,183900.0,NEAR OCEAN
+-117.2,32.84,34.0,3353.0,544.0,1583.0,571.0,4.55,187700.0,NEAR OCEAN
+-117.2,32.84,32.0,2033.0,394.0,989.0,389.0,3.2583,181400.0,NEAR OCEAN
+-117.21,32.84,34.0,2158.0,366.0,1046.0,335.0,4.5402,182100.0,NEAR OCEAN
+-117.2,32.83,36.0,1089.0,240.0,623.0,226.0,2.5909,176000.0,NEAR OCEAN
+-117.21,32.83,36.0,1475.0,328.0,806.0,327.0,3.5078,166000.0,NEAR OCEAN
+-117.21,32.83,28.0,3241.0,533.0,1334.0,513.0,4.1806,199600.0,NEAR OCEAN
+-117.21,32.83,35.0,2259.0,501.0,1340.0,511.0,3.4482,162500.0,NEAR OCEAN
+-117.21,32.81,33.0,4773.0,873.0,1954.0,845.0,4.3862,184800.0,NEAR OCEAN
+-117.21,32.82,31.0,2035.0,383.0,866.0,360.0,3.8529,212000.0,NEAR OCEAN
+-117.21,32.81,27.0,1318.0,216.0,495.0,191.0,5.2837,283800.0,NEAR OCEAN
+-117.22,32.82,22.0,3738.0,795.0,1476.0,728.0,3.7963,303100.0,NEAR OCEAN
+-117.22,32.81,24.0,730.0,196.0,335.0,203.0,3.5078,362500.0,NEAR OCEAN
+-117.2,32.83,35.0,1377.0,350.0,792.0,313.0,2.8472,161400.0,NEAR OCEAN
+-117.2,32.82,35.0,1217.0,220.0,643.0,237.0,3.9464,171600.0,NEAR OCEAN
+-117.2,32.82,35.0,2772.0,537.0,1392.0,521.0,3.337,172300.0,NEAR OCEAN
+-117.19,32.82,34.0,3850.0,608.0,1619.0,602.0,5.0465,208200.0,NEAR OCEAN
+-117.19,32.82,35.0,1074.0,180.0,442.0,173.0,5.253,204000.0,NEAR OCEAN
+-117.19,32.82,35.0,2197.0,353.0,945.0,357.0,4.9219,192900.0,NEAR OCEAN
+-117.18,32.84,31.0,3064.0,575.0,1476.0,549.0,3.6667,175900.0,NEAR OCEAN
+-117.18,32.84,30.0,2290.0,523.0,1272.0,472.0,3.5606,165100.0,NEAR OCEAN
+-117.18,32.84,32.0,1351.0,237.0,823.0,269.0,4.2768,167800.0,NEAR OCEAN
+-117.19,32.84,30.0,2492.0,406.0,1250.0,431.0,5.5277,197100.0,NEAR OCEAN
+-117.19,32.84,35.0,2263.0,427.0,1001.0,408.0,3.875,172000.0,NEAR OCEAN
+-117.18,32.83,23.0,2105.0,525.0,1218.0,484.0,3.375,184100.0,NEAR OCEAN
+-117.19,32.83,30.0,2288.0,448.0,1240.0,469.0,4.0114,169800.0,NEAR OCEAN
+-117.19,32.83,30.0,3225.0,555.0,1601.0,532.0,4.3317,173300.0,NEAR OCEAN
+-117.17,32.83,24.0,3541.0,530.0,1591.0,530.0,5.3538,212500.0,NEAR OCEAN
+-117.17,32.82,24.0,1623.0,417.0,911.0,397.0,2.7401,198100.0,NEAR OCEAN
+-117.17,32.82,21.0,2869.0,596.0,1471.0,577.0,3.0375,197600.0,NEAR OCEAN
+-117.18,32.83,27.0,2346.0,399.0,1105.0,373.0,4.2708,182800.0,NEAR OCEAN
+-117.18,32.83,31.0,1772.0,353.0,1090.0,350.0,3.9265,162000.0,NEAR OCEAN
+-117.16,32.82,28.0,2291.0,371.0,1098.0,382.0,4.6875,188000.0,NEAR OCEAN
+-117.17,32.81,26.0,2424.0,388.0,974.0,375.0,4.739,184100.0,NEAR OCEAN
+-117.17,32.81,26.0,788.0,127.0,346.0,125.0,5.0603,185700.0,NEAR OCEAN
+-117.18,32.81,19.0,6823.0,1509.0,3784.0,1509.0,3.1032,179500.0,NEAR OCEAN
+-117.17,32.82,24.0,1569.0,377.0,715.0,321.0,3.1146,187500.0,NEAR OCEAN
+-117.16,32.81,14.0,4328.0,1100.0,2046.0,1044.0,2.2899,159000.0,NEAR OCEAN
+-117.16,32.81,35.0,1213.0,200.0,532.0,181.0,3.6806,172400.0,NEAR OCEAN
+-117.16,32.8,37.0,422.0,79.0,211.0,80.0,3.0625,159700.0,NEAR OCEAN
+-117.16,32.8,22.0,2259.0,634.0,1213.0,601.0,2.5,177800.0,NEAR OCEAN
+-117.16,32.81,34.0,2275.0,375.0,1021.0,379.0,3.6371,176300.0,NEAR OCEAN
+-117.17,32.81,33.0,3064.0,506.0,1355.0,488.0,4.22,178700.0,NEAR OCEAN
+-117.14,32.83,25.0,2161.0,462.0,896.0,468.0,2.2284,177500.0,NEAR OCEAN
+-117.18,32.82,25.0,1756.0,301.0,722.0,312.0,4.5625,162300.0,NEAR OCEAN
+-117.18,32.81,28.0,3436.0,537.0,1503.0,498.0,4.7679,204000.0,NEAR OCEAN
+-117.19,32.81,33.0,5226.0,833.0,2221.0,839.0,5.1491,207000.0,NEAR OCEAN
+-117.18,32.8,10.0,3821.0,631.0,1605.0,609.0,5.5454,217100.0,NEAR OCEAN
+-117.18,32.8,30.0,2456.0,390.0,1022.0,393.0,3.8542,198500.0,NEAR OCEAN
+-117.18,32.79,30.0,5201.0,1104.0,2961.0,1064.0,3.2661,140400.0,NEAR OCEAN
+-117.17,32.79,44.0,2262.0,647.0,3009.0,657.0,2.2663,123600.0,NEAR OCEAN
+-117.17,32.79,43.0,1269.0,297.0,946.0,285.0,2.1447,133300.0,NEAR OCEAN
+-117.16,32.8,25.0,1399.0,329.0,1308.0,355.0,2.5682,187500.0,NEAR OCEAN
+-117.17,32.8,20.0,2827.0,554.0,1822.0,536.0,3.4706,157600.0,NEAR OCEAN
+-117.15,32.8,27.0,1937.0,537.0,1211.0,482.0,2.75,87500.0,NEAR OCEAN
+-117.15,32.8,23.0,2395.0,476.0,2284.0,488.0,3.7292,146300.0,NEAR OCEAN
+-117.16,32.78,24.0,3566.0,765.0,1697.0,722.0,3.6375,178600.0,NEAR OCEAN
+-117.16,32.79,32.0,1731.0,413.0,1569.0,427.0,3.3375,154300.0,NEAR OCEAN
+-117.17,32.78,17.0,3845.0,1051.0,3102.0,944.0,2.3658,164100.0,NEAR OCEAN
+-117.16,32.78,34.0,2515.0,488.0,1594.0,515.0,3.7381,165000.0,NEAR OCEAN
+-117.17,32.78,42.0,1104.0,305.0,892.0,270.0,2.2768,145200.0,NEAR OCEAN
+-117.17,32.77,35.0,1399.0,274.0,695.0,281.0,3.767,166800.0,NEAR OCEAN
+-117.17,32.77,6.0,3856.0,875.0,1547.0,816.0,4.5481,164800.0,NEAR OCEAN
+-117.18,32.77,16.0,2374.0,780.0,913.0,705.0,2.7386,87500.0,NEAR OCEAN
+-117.18,32.76,8.0,3694.0,997.0,1297.0,807.0,3.6492,158900.0,NEAR OCEAN
+-117.18,32.76,17.0,711.0,254.0,327.0,227.0,2.6493,67500.0,NEAR OCEAN
+-117.18,32.78,21.0,4185.0,1018.0,3122.0,993.0,3.0481,210000.0,NEAR OCEAN
+-117.18,32.77,23.0,1215.0,225.0,592.0,224.0,3.4,200600.0,NEAR OCEAN
+-117.21,32.81,26.0,2496.0,407.0,1062.0,380.0,5.5413,302100.0,NEAR OCEAN
+-117.2,32.8,34.0,4854.0,912.0,2089.0,854.0,3.8542,200000.0,NEAR OCEAN
+-117.2,32.79,16.0,2079.0,394.0,746.0,383.0,5.0958,300000.0,NEAR OCEAN
+-117.2,32.8,33.0,2573.0,436.0,1084.0,443.0,4.2417,294100.0,NEAR OCEAN
+-117.21,32.8,34.0,1398.0,222.0,532.0,244.0,3.7102,289600.0,NEAR OCEAN
+-117.19,32.8,16.0,2593.0,794.0,1235.0,684.0,3.1304,166300.0,NEAR OCEAN
+-117.2,32.8,36.0,4018.0,1067.0,1620.0,842.0,2.3599,168400.0,NEAR OCEAN
+-117.19,32.79,36.0,1514.0,258.0,665.0,278.0,3.8571,235100.0,NEAR OCEAN
+-117.19,32.79,35.0,1788.0,378.0,777.0,374.0,3.3713,238400.0,NEAR OCEAN
+-117.2,32.79,31.0,3417.0,533.0,1245.0,532.0,4.7788,276000.0,NEAR OCEAN
+-117.2,32.79,29.0,1213.0,,654.0,246.0,4.5987,255600.0,NEAR OCEAN
+-117.2,32.79,34.0,757.0,212.0,409.0,222.0,3.2312,192200.0,NEAR OCEAN
+-117.19,32.78,34.0,4108.0,664.0,1659.0,644.0,4.4097,252000.0,NEAR OCEAN
+-117.2,32.78,38.0,2662.0,498.0,1132.0,496.0,4.0057,241600.0,NEAR OCEAN
+-117.19,32.77,30.0,2747.0,640.0,3185.0,657.0,3.765,238000.0,NEAR OCEAN
+-117.19,32.77,16.0,3273.0,670.0,1305.0,671.0,4.1368,151000.0,NEAR OCEAN
+-117.19,32.77,9.0,634.0,152.0,248.0,133.0,3.8571,143800.0,NEAR OCEAN
+-117.19,32.77,14.0,3575.0,992.0,1645.0,839.0,2.4397,140600.0,NEAR OCEAN
+-117.2,32.77,30.0,156.0,45.0,77.0,40.0,3.2679,137500.0,NEAR OCEAN
+-117.2,32.77,31.0,1952.0,471.0,936.0,462.0,2.8621,196900.0,NEAR OCEAN
+-117.15,32.81,34.0,1629.0,318.0,900.0,282.0,3.1458,178300.0,NEAR OCEAN
+-117.15,32.8,41.0,1413.0,261.0,1070.0,259.0,2.3578,166700.0,NEAR OCEAN
+-117.14,32.8,41.0,2423.0,469.0,1813.0,466.0,2.1157,156900.0,NEAR OCEAN
+-117.14,32.8,33.0,2670.0,435.0,1256.0,431.0,3.9417,179800.0,NEAR OCEAN
+-117.14,32.8,35.0,1267.0,212.0,710.0,204.0,2.5368,169600.0,NEAR OCEAN
+-117.14,32.79,35.0,3578.0,582.0,1568.0,553.0,4.7813,188600.0,NEAR OCEAN
+-117.15,32.78,25.0,1577.0,266.0,611.0,284.0,5.25,205100.0,NEAR OCEAN
+-117.14,32.79,31.0,984.0,161.0,422.0,158.0,5.282,183000.0,NEAR OCEAN
+-117.13,32.81,19.0,2157.0,554.0,1349.0,535.0,2.7652,177400.0,NEAR OCEAN
+-117.14,32.81,34.0,1748.0,294.0,800.0,294.0,4.4886,179100.0,NEAR OCEAN
+-117.13,32.8,15.0,1606.0,375.0,784.0,342.0,3.7237,108300.0,NEAR OCEAN
+-117.13,32.8,33.0,2731.0,456.0,1263.0,445.0,4.5568,175300.0,NEAR OCEAN
+-117.12,32.8,29.0,2863.0,534.0,1392.0,522.0,3.8719,174200.0,NEAR OCEAN
+-117.13,32.81,26.0,2119.0,444.0,1202.0,440.0,3.2308,166500.0,NEAR OCEAN
+-117.12,32.8,31.0,1727.0,342.0,879.0,345.0,3.8125,166300.0,NEAR OCEAN
+-117.13,32.8,35.0,2129.0,382.0,1044.0,350.0,3.9732,174900.0,NEAR OCEAN
+-117.13,32.79,35.0,1458.0,262.0,723.0,257.0,4.2098,174100.0,NEAR OCEAN
+-117.13,32.79,35.0,1362.0,243.0,698.0,255.0,3.6458,173800.0,NEAR OCEAN
+-117.12,32.78,4.0,2782.0,817.0,1309.0,787.0,4.2621,124200.0,NEAR OCEAN
+-117.15,32.77,16.0,2056.0,631.0,847.0,569.0,2.9576,92200.0,NEAR OCEAN
+-117.09,32.81,7.0,6100.0,1185.0,2710.0,1040.0,5.5673,288200.0,NEAR OCEAN
+-117.11,32.82,16.0,3980.0,682.0,3174.0,647.0,2.6607,175000.0,NEAR OCEAN
+-117.11,32.82,17.0,1787.0,330.0,1341.0,314.0,2.875,112500.0,NEAR OCEAN
+-117.11,32.81,15.0,3428.0,491.0,2303.0,486.0,2.5953,67500.0,NEAR OCEAN
+-117.11,32.8,17.0,3890.0,586.0,2791.0,595.0,3.2197,67500.0,NEAR OCEAN
+-117.09,32.8,15.0,666.0,152.0,247.0,164.0,2.15,131300.0,NEAR OCEAN
+-117.11,32.84,16.0,4608.0,629.0,2020.0,636.0,6.04,243000.0,<1H OCEAN
+-117.11,32.82,16.0,4241.0,892.0,1771.0,864.0,4.375,166500.0,NEAR OCEAN
+-117.1,32.83,16.0,1049.0,154.0,467.0,160.0,6.2047,248100.0,<1H OCEAN
+-117.1,32.83,16.0,4214.0,744.0,1820.0,699.0,4.3783,179500.0,<1H OCEAN
+-117.09,32.83,15.0,4138.0,636.0,2001.0,677.0,4.8419,264000.0,<1H OCEAN
+-117.08,32.82,16.0,1787.0,236.0,770.0,228.0,7.1298,278600.0,<1H OCEAN
+-117.08,32.82,10.0,5177.0,856.0,2190.0,816.0,5.9734,271700.0,<1H OCEAN
+-117.08,32.83,7.0,13703.0,2352.0,4446.0,1856.0,6.4335,260600.0,<1H OCEAN
+-117.04,32.83,8.0,2205.0,348.0,777.0,341.0,6.0266,177400.0,<1H OCEAN
+-117.07,32.91,5.0,2234.0,256.0,894.0,253.0,10.3354,477600.0,<1H OCEAN
+-117.04,32.9,6.0,6525.0,826.0,3146.0,806.0,9.2858,436100.0,<1H OCEAN
+-117.08,32.8,25.0,2963.0,552.0,1162.0,556.0,3.625,184500.0,NEAR OCEAN
+-117.09,32.79,20.0,2183.0,534.0,999.0,496.0,2.8631,169700.0,NEAR OCEAN
+-117.09,32.8,36.0,2163.0,367.0,915.0,360.0,4.7188,174100.0,NEAR OCEAN
+-117.08,32.8,32.0,1587.0,268.0,635.0,249.0,3.375,178100.0,NEAR OCEAN
+-117.11,32.79,16.0,2574.0,771.0,1129.0,721.0,3.3849,96900.0,NEAR OCEAN
+-117.11,32.79,16.0,1791.0,518.0,1006.0,491.0,3.5179,129300.0,NEAR OCEAN
+-117.11,32.78,16.0,2470.0,830.0,1170.0,724.0,3.5562,73500.0,NEAR OCEAN
+-117.11,32.78,16.0,2220.0,512.0,930.0,527.0,3.6528,133200.0,NEAR OCEAN
+-117.09,32.79,36.0,1529.0,266.0,683.0,260.0,4.0982,171200.0,NEAR OCEAN
+-117.09,32.79,36.0,1936.0,345.0,861.0,343.0,3.8333,170000.0,NEAR OCEAN
+-117.09,32.79,31.0,2019.0,417.0,872.0,386.0,3.1964,177700.0,NEAR OCEAN
+-117.09,32.78,28.0,1708.0,393.0,816.0,393.0,2.9881,165300.0,NEAR OCEAN
+-117.07,32.8,31.0,2550.0,395.0,1017.0,405.0,5.1488,181000.0,<1H OCEAN
+-117.07,32.8,36.0,2028.0,349.0,820.0,352.0,3.9828,168900.0,<1H OCEAN
+-117.07,32.79,36.0,3583.0,642.0,1711.0,602.0,3.9745,170800.0,NEAR OCEAN
+-117.07,32.8,23.0,2698.0,410.0,1094.0,411.0,5.1782,195100.0,<1H OCEAN
+-117.07,32.81,15.0,2000.0,402.0,778.0,369.0,4.3594,224200.0,<1H OCEAN
+-117.06,32.81,17.0,3939.0,550.0,1694.0,553.0,6.7927,234700.0,<1H OCEAN
+-117.05,32.81,17.0,1885.0,292.0,771.0,301.0,5.6402,228600.0,<1H OCEAN
+-117.05,32.8,17.0,1475.0,308.0,549.0,293.0,3.7167,180400.0,<1H OCEAN
+-117.06,32.8,17.0,2247.0,340.0,973.0,318.0,5.5,222000.0,<1H OCEAN
+-117.07,32.79,25.0,2489.0,314.0,911.0,309.0,7.8336,277600.0,NEAR OCEAN
+-117.07,32.78,26.0,3725.0,623.0,1516.0,627.0,4.7143,268300.0,NEAR OCEAN
+-117.08,32.78,21.0,2919.0,496.0,984.0,443.0,4.625,222800.0,NEAR OCEAN
+-117.04,32.79,23.0,2491.0,350.0,863.0,348.0,6.7196,306800.0,<1H OCEAN
+-117.04,32.8,25.0,2504.0,345.0,1067.0,350.0,5.7416,243400.0,<1H OCEAN
+-117.05,32.8,16.0,1561.0,378.0,574.0,350.0,3.0035,94600.0,<1H OCEAN
+-117.05,32.8,25.0,1905.0,250.0,865.0,253.0,6.4797,249000.0,<1H OCEAN
+-117.05,32.8,23.0,3309.0,401.0,1116.0,386.0,7.916,330600.0,<1H OCEAN
+-117.06,32.79,17.0,2524.0,332.0,771.0,317.0,8.7604,331800.0,<1H OCEAN
+-117.06,32.79,21.0,3787.0,492.0,1246.0,457.0,9.6023,391300.0,<1H OCEAN
+-117.06,32.78,31.0,2485.0,436.0,942.0,448.0,4.8,220800.0,NEAR OCEAN
+-117.02,32.8,27.0,2369.0,370.0,927.0,374.0,4.1162,177200.0,<1H OCEAN
+-117.03,32.79,26.0,3859.0,513.0,1469.0,538.0,5.8683,220500.0,<1H OCEAN
+-117.03,32.8,19.0,3866.0,775.0,1554.0,703.0,4.3281,220000.0,<1H OCEAN
+-117.04,32.8,11.0,1802.0,440.0,630.0,428.0,2.0337,146700.0,<1H OCEAN
+-117.01,32.8,17.0,1042.0,210.0,650.0,215.0,3.1,84200.0,<1H OCEAN
+-117.01,32.8,17.0,1558.0,479.0,803.0,431.0,2.6934,160200.0,<1H OCEAN
+-117.01,32.8,20.0,2705.0,545.0,1198.0,497.0,3.7159,168900.0,<1H OCEAN
+-117.01,32.79,33.0,4015.0,663.0,1864.0,664.0,4.3152,159300.0,<1H OCEAN
+-117.02,32.8,29.0,1232.0,243.0,665.0,247.0,3.65,168900.0,<1H OCEAN
+-117.02,32.8,31.0,2692.0,445.0,1129.0,450.0,4.4583,170000.0,<1H OCEAN
+-117.01,32.81,26.0,4499.0,645.0,1866.0,626.0,5.516,185100.0,<1H OCEAN
+-117.02,32.81,27.0,1950.0,317.0,950.0,320.0,4.0656,164000.0,<1H OCEAN
+-117.02,32.81,26.0,1998.0,301.0,874.0,305.0,5.4544,180900.0,<1H OCEAN
+-117.01,32.81,21.0,4203.0,618.0,1620.0,600.0,5.3441,193500.0,<1H OCEAN
+-117.02,32.81,14.0,3173.0,599.0,1451.0,585.0,3.7292,182200.0,<1H OCEAN
+-117.03,32.82,16.0,1765.0,289.0,743.0,280.0,4.9744,209700.0,<1H OCEAN
+-117.04,32.81,12.0,2880.0,406.0,1381.0,418.0,6.5412,254200.0,<1H OCEAN
+-117.05,32.82,16.0,4046.0,731.0,1684.0,701.0,4.2312,197000.0,<1H OCEAN
+-117.05,32.59,26.0,1919.0,345.0,1326.0,341.0,4.2679,131900.0,NEAR OCEAN
+-117.06,32.59,13.0,3920.0,775.0,2814.0,760.0,4.0616,148800.0,NEAR OCEAN
+-117.05,32.58,22.0,2101.0,399.0,1551.0,371.0,4.1518,136900.0,NEAR OCEAN
+-117.06,32.58,17.0,2724.0,567.0,2213.0,554.0,3.8529,147700.0,NEAR OCEAN
+-117.06,32.58,13.0,3435.0,708.0,1761.0,699.0,3.4792,107600.0,NEAR OCEAN
+-117.06,32.58,11.0,2879.0,679.0,2098.0,673.0,3.5125,142400.0,NEAR OCEAN
+-117.06,32.57,16.0,1269.0,282.0,1609.0,298.0,2.6985,156500.0,NEAR OCEAN
+-117.04,32.58,14.0,2355.0,406.0,1883.0,401.0,5.0311,152100.0,NEAR OCEAN
+-117.04,32.58,20.0,2029.0,357.0,1497.0,353.0,4.0089,132100.0,NEAR OCEAN
+-117.05,32.58,23.0,1918.0,339.0,1392.0,340.0,4.087,134800.0,NEAR OCEAN
+-117.05,32.58,25.0,2185.0,370.0,1558.0,369.0,5.3072,132700.0,NEAR OCEAN
+-117.05,32.57,22.0,2857.0,516.0,2412.0,496.0,4.7337,127600.0,NEAR OCEAN
+-117.06,32.57,25.0,1268.0,282.0,991.0,299.0,3.0284,123600.0,NEAR OCEAN
+-117.06,32.57,17.0,2252.0,378.0,1776.0,365.0,4.6364,141100.0,NEAR OCEAN
+-117.05,32.57,13.0,2880.0,576.0,2450.0,567.0,3.1696,138000.0,NEAR OCEAN
+-117.05,32.56,18.0,1215.0,320.0,1195.0,349.0,1.9875,114900.0,NEAR OCEAN
+-117.05,32.56,17.0,985.0,233.0,811.0,223.0,2.875,134500.0,NEAR OCEAN
+-117.06,32.57,18.0,1384.0,311.0,1429.0,287.0,1.3362,95000.0,NEAR OCEAN
+-116.97,32.56,23.0,1262.0,294.0,5176.0,275.0,2.5625,153300.0,NEAR OCEAN
+-117.04,32.55,15.0,2206.0,648.0,2511.0,648.0,1.6348,93200.0,NEAR OCEAN
+-117.05,32.56,22.0,2172.0,563.0,2049.0,524.0,2.0159,139300.0,NEAR OCEAN
+-117.06,32.56,17.0,2803.0,683.0,2768.0,676.0,1.7958,140400.0,NEAR OCEAN
+-117.06,32.56,5.0,2706.0,925.0,3148.0,855.0,1.7301,125000.0,NEAR OCEAN
+-117.06,32.55,5.0,3223.0,940.0,3284.0,854.0,1.4384,108800.0,NEAR OCEAN
+-117.04,32.54,7.0,938.0,297.0,1187.0,282.0,1.2667,67500.0,NEAR OCEAN
+-117.1,32.59,21.0,2350.0,667.0,1621.0,613.0,2.0734,87500.0,NEAR OCEAN
+-117.1,32.58,23.0,1662.0,377.0,1318.0,386.0,2.3,120800.0,NEAR OCEAN
+-117.1,32.58,17.0,2046.0,559.0,1585.0,530.0,2.25,132800.0,NEAR OCEAN
+-117.1,32.58,33.0,393.0,76.0,330.0,80.0,4.1029,122700.0,NEAR OCEAN
+-117.1,32.58,29.0,1061.0,202.0,759.0,206.0,4.8646,136800.0,NEAR OCEAN
+-117.1,32.57,26.0,2343.0,371.0,1221.0,372.0,4.3601,144900.0,NEAR OCEAN
+-117.1,32.56,16.0,2687.0,501.0,1502.0,480.0,3.75,146800.0,NEAR OCEAN
+-117.07,32.57,17.0,2961.0,634.0,1911.0,615.0,2.5859,131400.0,NEAR OCEAN
+-117.08,32.57,18.0,2203.0,544.0,1943.0,497.0,2.25,103200.0,NEAR OCEAN
+-117.07,32.57,14.0,1527.0,357.0,1224.0,363.0,2.7361,93600.0,NEAR OCEAN
+-117.07,32.56,9.0,3648.0,895.0,3293.0,840.0,3.0992,142600.0,NEAR OCEAN
+-117.08,32.59,8.0,2888.0,662.0,2441.0,683.0,2.7048,153000.0,NEAR OCEAN
+-117.08,32.58,15.0,1462.0,274.0,1002.0,271.0,3.9698,142700.0,NEAR OCEAN
+-117.08,32.58,22.0,2128.0,477.0,1420.0,450.0,3.2687,131000.0,NEAR OCEAN
+-117.07,32.58,25.0,1607.0,280.0,899.0,260.0,3.8194,134400.0,NEAR OCEAN
+-117.09,32.58,12.0,2565.0,567.0,1785.0,545.0,3.0273,135300.0,NEAR OCEAN
+-117.08,32.57,9.0,6298.0,1512.0,4451.0,1456.0,2.569,88300.0,NEAR OCEAN
+-117.09,32.57,23.0,1817.0,323.0,1371.0,327.0,3.6736,139500.0,NEAR OCEAN
+-117.09,32.57,10.0,2198.0,368.0,1645.0,350.0,4.5547,160700.0,NEAR OCEAN
+-117.09,32.57,17.0,444.0,83.0,357.0,87.0,5.1478,138900.0,NEAR OCEAN
+-117.09,32.56,8.0,864.0,156.0,626.0,172.0,4.8984,151500.0,NEAR OCEAN
+-117.09,32.55,8.0,6533.0,1217.0,4797.0,1177.0,3.9583,144400.0,NEAR OCEAN
+-117.12,32.58,34.0,2003.0,466.0,1226.0,443.0,3.0613,136700.0,NEAR OCEAN
+-117.12,32.57,21.0,1738.0,295.0,983.0,298.0,4.8274,174100.0,NEAR OCEAN
+-117.13,32.58,27.0,2511.0,615.0,1427.0,576.0,3.1645,156000.0,NEAR OCEAN
+-117.13,32.58,32.0,1870.0,437.0,1142.0,426.0,2.3194,159400.0,NEAR OCEAN
+-117.13,32.58,27.0,1417.0,373.0,814.0,348.0,2.3603,195300.0,NEAR OCEAN
+-117.12,32.56,20.0,2524.0,682.0,1819.0,560.0,2.9286,257700.0,NEAR OCEAN
+-117.11,32.58,28.0,1869.0,407.0,1074.0,344.0,2.5988,135600.0,NEAR OCEAN
+-117.11,32.57,32.0,2723.0,586.0,1702.0,562.0,3.3371,140500.0,NEAR OCEAN
+-117.12,32.57,35.0,1450.0,256.0,930.0,286.0,2.6715,133300.0,NEAR OCEAN
+-117.12,32.58,26.0,1360.0,309.0,869.0,328.0,3.0217,131600.0,NEAR OCEAN
+-117.11,32.58,21.0,2894.0,685.0,2109.0,712.0,2.2755,125000.0,NEAR OCEAN
+-117.1,32.58,27.0,2616.0,591.0,1889.0,577.0,2.3824,127600.0,NEAR OCEAN
+-117.1,32.57,14.0,5058.0,1299.0,3662.0,1193.0,2.3253,133700.0,NEAR OCEAN
+-117.11,32.59,17.0,2020.0,534.0,1529.0,500.0,2.1773,143200.0,NEAR OCEAN
+-117.11,32.58,12.0,1086.0,294.0,870.0,290.0,2.4213,132500.0,NEAR OCEAN
+-117.11,32.59,18.0,2329.0,580.0,1538.0,567.0,2.1179,153100.0,NEAR OCEAN
+-117.12,32.59,28.0,2793.0,706.0,1825.0,676.0,2.6724,144500.0,NEAR OCEAN
+-117.16,32.58,36.0,1940.0,399.0,1076.0,382.0,3.3906,147800.0,NEAR OCEAN
+-117.13,32.63,10.0,7374.0,1157.0,1900.0,794.0,8.7991,478500.0,NEAR OCEAN
+-117.17,32.63,26.0,1617.0,279.0,2745.0,250.0,3.5357,67500.0,NEAR OCEAN
+-117.17,32.68,16.0,5895.0,1424.0,873.0,522.0,7.3669,187500.0,NEAR OCEAN
+-117.18,32.68,29.0,1539.0,344.0,556.0,289.0,3.25,500001.0,NEAR OCEAN
+-117.18,32.69,52.0,1837.0,313.0,668.0,300.0,5.1009,500001.0,NEAR OCEAN
+-117.18,32.69,37.0,3112.0,716.0,1304.0,674.0,3.2121,320800.0,NEAR OCEAN
+-117.18,32.69,44.0,2819.0,514.0,1258.0,503.0,4.4777,452800.0,NEAR OCEAN
+-117.17,32.69,40.0,2236.0,331.0,767.0,316.0,5.3177,500001.0,NEAR OCEAN
+-117.18,32.69,48.0,2764.0,491.0,978.0,449.0,5.1249,432400.0,NEAR OCEAN
+-117.17,32.69,19.0,2802.0,802.0,1159.0,597.0,4.7891,334600.0,NEAR OCEAN
+-117.17,32.69,45.0,3168.0,598.0,1341.0,562.0,4.5189,422200.0,NEAR OCEAN
+-117.17,32.7,33.0,4084.0,897.0,1804.0,833.0,4.0488,409700.0,NEAR OCEAN
+-117.18,32.7,44.0,2655.0,514.0,1102.0,489.0,3.6759,368800.0,NEAR OCEAN
+-117.18,32.7,42.0,1691.0,286.0,761.0,281.0,5.1386,404500.0,NEAR OCEAN
+-117.19,32.69,35.0,2921.0,438.0,1042.0,415.0,6.3612,482700.0,NEAR OCEAN
+-117.11,32.68,36.0,26.0,14.0,58.0,23.0,1.9107,125000.0,NEAR OCEAN
+-117.11,32.67,43.0,515.0,146.0,445.0,140.0,1.6094,93000.0,NEAR OCEAN
+-117.11,32.67,46.0,928.0,236.0,790.0,235.0,1.6806,92500.0,NEAR OCEAN
+-117.11,32.67,52.0,204.0,74.0,248.0,57.0,1.7961,47500.0,NEAR OCEAN
+-117.12,32.66,52.0,16.0,4.0,8.0,3.0,1.125,60000.0,NEAR OCEAN
+-117.11,32.67,52.0,280.0,71.0,217.0,71.0,1.4844,83300.0,NEAR OCEAN
+-117.11,32.66,52.0,25.0,5.0,14.0,9.0,1.625,118800.0,NEAR OCEAN
+-117.09,32.67,37.0,1157.0,332.0,983.0,306.0,2.0972,117000.0,NEAR OCEAN
+-117.09,32.66,38.0,833.0,206.0,570.0,182.0,1.8333,127100.0,NEAR OCEAN
+-117.09,32.66,37.0,1232.0,330.0,1086.0,330.0,1.6389,114300.0,NEAR OCEAN
+-117.1,32.66,27.0,1782.0,560.0,1785.0,560.0,2.1542,106300.0,NEAR OCEAN
+-117.1,32.67,26.0,2629.0,763.0,2721.0,767.0,2.0982,109100.0,NEAR OCEAN
+-117.1,32.67,22.0,1690.0,541.0,1669.0,494.0,2.0213,110600.0,NEAR OCEAN
+-117.09,32.68,30.0,2662.0,653.0,1997.0,605.0,2.8089,120600.0,NEAR OCEAN
+-117.09,32.67,31.0,2051.0,549.0,1581.0,538.0,2.052,108900.0,NEAR OCEAN
+-117.1,32.67,15.0,1635.0,553.0,1347.0,597.0,1.2745,92900.0,NEAR OCEAN
+-117.1,32.68,20.0,1012.0,269.0,837.0,240.0,2.0488,88900.0,NEAR OCEAN
+-117.1,32.69,29.0,4174.0,1195.0,3675.0,1124.0,1.8112,103600.0,NEAR OCEAN
+-117.1,32.68,42.0,2013.0,568.0,1920.0,557.0,2.0724,107600.0,NEAR OCEAN
+-117.1,32.68,47.0,771.0,224.0,637.0,212.0,2.0156,90300.0,NEAR OCEAN
+-117.1,32.68,49.0,1412.0,350.0,1200.0,332.0,2.0398,93600.0,NEAR OCEAN
+-117.1,32.68,47.0,1044.0,274.0,1003.0,280.0,1.7802,97800.0,NEAR OCEAN
+-117.1,32.68,45.0,1183.0,289.0,900.0,266.0,2.4943,99600.0,NEAR OCEAN
+-117.07,32.69,29.0,1429.0,293.0,1091.0,317.0,3.4609,118000.0,NEAR OCEAN
+-117.08,32.69,31.0,2558.0,487.0,1938.0,492.0,3.4875,117000.0,NEAR OCEAN
+-117.08,32.69,36.0,1571.0,284.0,1001.0,268.0,3.6875,111400.0,NEAR OCEAN
+-117.09,32.69,34.0,1469.0,267.0,1031.0,267.0,3.4583,112700.0,NEAR OCEAN
+-117.09,32.68,29.0,1792.0,449.0,1650.0,396.0,2.2201,100000.0,NEAR OCEAN
+-117.07,32.69,28.0,1485.0,275.0,820.0,283.0,4.069,153300.0,NEAR OCEAN
+-117.08,32.68,26.0,3071.0,615.0,2156.0,568.0,2.9318,112400.0,NEAR OCEAN
+-117.08,32.68,19.0,3635.0,1078.0,3127.0,1098.0,1.324,122600.0,NEAR OCEAN
+-117.09,32.68,20.0,2569.0,737.0,2341.0,705.0,2.0114,104900.0,NEAR OCEAN
+-117.07,32.67,28.0,2758.0,623.0,2179.0,631.0,2.3814,112300.0,NEAR OCEAN
+-117.08,32.67,31.0,3008.0,764.0,2088.0,757.0,2.5662,118200.0,NEAR OCEAN
+-117.09,32.66,46.0,844.0,147.0,423.0,161.0,3.375,136300.0,NEAR OCEAN
+-117.08,32.66,43.0,1004.0,236.0,839.0,235.0,2.81,103400.0,NEAR OCEAN
+-117.07,32.67,35.0,3200.0,725.0,1723.0,610.0,1.8977,95600.0,NEAR OCEAN
+-117.07,32.65,12.0,4131.0,891.0,2272.0,840.0,3.4701,204900.0,NEAR OCEAN
+-117.07,32.64,32.0,5135.0,1025.0,2152.0,944.0,4.1325,172800.0,NEAR OCEAN
+-117.08,32.64,43.0,1005.0,230.0,548.0,252.0,1.8672,145800.0,NEAR OCEAN
+-117.08,32.65,17.0,2633.0,712.0,1487.0,694.0,2.5392,147000.0,NEAR OCEAN
+-117.08,32.64,38.0,917.0,256.0,494.0,233.0,1.9241,150000.0,NEAR OCEAN
+-117.08,32.64,11.0,1651.0,533.0,947.0,515.0,1.6806,141700.0,NEAR OCEAN
+-117.09,32.65,20.0,1445.0,323.0,573.0,334.0,2.619,145800.0,NEAR OCEAN
+-117.09,32.65,25.0,3509.0,985.0,2359.0,899.0,2.6296,150000.0,NEAR OCEAN
+-117.08,32.65,28.0,2296.0,603.0,1277.0,550.0,2.3562,123800.0,NEAR OCEAN
+-117.09,32.64,38.0,2095.0,536.0,1240.0,550.0,2.7218,145900.0,NEAR OCEAN
+-117.09,32.64,30.0,3171.0,862.0,2126.0,800.0,2.507,142700.0,NEAR OCEAN
+-117.1,32.64,29.0,1578.0,460.0,1236.0,461.0,2.5658,134700.0,NEAR OCEAN
+-117.09,32.64,20.0,1999.0,651.0,1302.0,592.0,1.6321,57500.0,NEAR OCEAN
+-117.09,32.64,19.0,2571.0,791.0,1205.0,783.0,1.62,131300.0,NEAR OCEAN
+-117.09,32.63,27.0,2920.0,770.0,1935.0,746.0,2.4148,67500.0,NEAR OCEAN
+-117.11,32.64,23.0,1619.0,447.0,1025.0,415.0,1.858,67500.0,NEAR OCEAN
+-117.11,32.62,27.0,1846.0,509.0,1078.0,482.0,2.1719,131500.0,NEAR OCEAN
+-117.09,32.62,37.0,1538.0,298.0,867.0,285.0,3.0729,128700.0,NEAR OCEAN
+-117.09,32.62,37.0,1925.0,428.0,1344.0,426.0,2.4866,129700.0,NEAR OCEAN
+-117.09,32.62,34.0,1576.0,364.0,1153.0,381.0,2.1955,129700.0,NEAR OCEAN
+-117.08,32.63,33.0,2891.0,793.0,1607.0,754.0,2.1281,139800.0,NEAR OCEAN
+-117.09,32.64,24.0,3613.0,973.0,2002.0,931.0,1.947,147500.0,NEAR OCEAN
+-117.09,32.63,33.0,620.0,161.0,420.0,164.0,1.8417,150000.0,NEAR OCEAN
+-117.07,32.64,38.0,1486.0,269.0,745.0,295.0,4.6477,150400.0,NEAR OCEAN
+-117.07,32.63,37.0,2303.0,379.0,1026.0,357.0,3.455,156900.0,NEAR OCEAN
+-117.07,32.64,30.0,2873.0,774.0,1593.0,731.0,2.24,129500.0,NEAR OCEAN
+-117.06,32.63,37.0,1326.0,234.0,612.0,240.0,4.125,160200.0,NEAR OCEAN
+-117.06,32.62,36.0,786.0,125.0,408.0,138.0,3.9167,189700.0,NEAR OCEAN
+-117.07,32.63,40.0,1706.0,322.0,796.0,303.0,3.5583,154900.0,NEAR OCEAN
+-117.07,32.63,37.0,2372.0,444.0,1056.0,419.0,3.7583,145500.0,NEAR OCEAN
+-117.08,32.63,30.0,2504.0,559.0,1827.0,490.0,2.6146,159400.0,NEAR OCEAN
+-117.08,32.63,28.0,2080.0,427.0,1266.0,434.0,2.2788,146300.0,NEAR OCEAN
+-117.08,32.62,28.0,2468.0,506.0,1353.0,522.0,3.0771,158600.0,NEAR OCEAN
+-117.08,32.62,36.0,1674.0,309.0,818.0,307.0,3.4773,150400.0,NEAR OCEAN
+-117.09,32.61,23.0,1157.0,309.0,640.0,313.0,2.1548,118800.0,NEAR OCEAN
+-117.09,32.61,21.0,1945.0,430.0,1335.0,419.0,3.6467,113000.0,NEAR OCEAN
+-117.08,32.62,16.0,5192.0,1381.0,3261.0,1321.0,2.2685,151900.0,NEAR OCEAN
+-117.08,32.61,27.0,2264.0,525.0,1485.0,468.0,3.3514,149100.0,NEAR OCEAN
+-117.07,32.62,19.0,5016.0,1173.0,2750.0,1081.0,2.7838,155900.0,NEAR OCEAN
+-117.06,32.61,34.0,4325.0,1015.0,2609.0,979.0,2.8489,128300.0,NEAR OCEAN
+-117.07,32.61,22.0,5016.0,1331.0,3222.0,1196.0,2.1441,135500.0,NEAR OCEAN
+-117.07,32.6,18.0,2602.0,551.0,1042.0,550.0,1.9267,67500.0,NEAR OCEAN
+-117.07,32.59,21.0,1779.0,466.0,1327.0,488.0,1.6007,96200.0,NEAR OCEAN
+-117.08,32.59,30.0,144.0,52.0,220.0,48.0,2.3929,134400.0,NEAR OCEAN
+-117.08,32.6,24.0,1901.0,490.0,1334.0,476.0,2.2544,121900.0,NEAR OCEAN
+-117.07,32.61,10.0,1686.0,414.0,1000.0,391.0,2.1765,128400.0,NEAR OCEAN
+-117.06,32.61,24.0,4369.0,1353.0,3123.0,1247.0,2.0571,152300.0,NEAR OCEAN
+-117.06,32.61,23.0,1630.0,362.0,1267.0,418.0,2.5625,131100.0,NEAR OCEAN
+-117.07,32.6,13.0,1607.0,435.0,983.0,400.0,2.2903,106300.0,NEAR OCEAN
+-117.06,32.6,25.0,1075.0,238.0,434.0,234.0,1.7472,94600.0,NEAR OCEAN
+-117.06,32.6,24.0,1088.0,268.0,1095.0,246.0,2.4191,107300.0,NEAR OCEAN
+-117.06,32.6,33.0,905.0,205.0,989.0,222.0,2.7014,108200.0,NEAR OCEAN
+-117.05,32.63,31.0,4911.0,861.0,2334.0,843.0,4.1958,160100.0,NEAR OCEAN
+-117.05,32.62,34.0,3928.0,686.0,2315.0,681.0,4.2851,144500.0,NEAR OCEAN
+-117.04,32.62,26.0,3620.0,607.0,2000.0,593.0,4.9962,156000.0,NEAR OCEAN
+-117.05,32.61,31.0,4033.0,715.0,2585.0,715.0,3.5096,139900.0,NEAR OCEAN
+-117.05,32.61,21.0,6034.0,1205.0,3795.0,1146.0,3.2633,129700.0,NEAR OCEAN
+-117.05,32.61,26.0,1563.0,286.0,1145.0,313.0,3.8615,139300.0,NEAR OCEAN
+-117.04,32.6,20.0,8052.0,1461.0,5094.0,1430.0,4.2241,139800.0,NEAR OCEAN
+-117.04,32.6,18.0,4747.0,846.0,3002.0,872.0,3.9076,152900.0,NEAR OCEAN
+-117.05,32.59,16.0,4683.0,929.0,3073.0,865.0,3.0495,98300.0,NEAR OCEAN
+-117.04,32.63,26.0,2074.0,356.0,1228.0,335.0,4.1154,160200.0,NEAR OCEAN
+-117.04,32.62,27.0,1710.0,282.0,1089.0,297.0,4.6793,151900.0,NEAR OCEAN
+-117.03,32.61,23.0,1553.0,216.0,778.0,229.0,5.1538,171300.0,NEAR OCEAN
+-117.03,32.61,22.0,1028.0,148.0,523.0,152.0,6.0086,166900.0,NEAR OCEAN
+-117.03,32.6,26.0,1335.0,224.0,742.0,215.0,5.152,143400.0,NEAR OCEAN
+-117.02,32.59,19.0,1902.0,335.0,1102.0,313.0,3.0365,98100.0,NEAR OCEAN
+-116.98,32.62,6.0,7995.0,1458.0,4771.0,1376.0,4.7068,184300.0,NEAR OCEAN
+-117.06,32.64,30.0,4494.0,667.0,1883.0,680.0,5.766,186100.0,NEAR OCEAN
+-117.06,32.63,29.0,4168.0,742.0,2096.0,713.0,4.2204,169800.0,NEAR OCEAN
+-116.98,32.68,22.0,2346.0,380.0,1217.0,382.0,5.5248,156300.0,NEAR OCEAN
+-117.01,32.67,17.0,2319.0,348.0,1125.0,337.0,5.551,266900.0,NEAR OCEAN
+-117.0,32.67,16.0,2238.0,307.0,1002.0,303.0,6.6143,264100.0,NEAR OCEAN
+-117.02,32.67,20.0,1505.0,184.0,635.0,182.0,6.5772,245200.0,NEAR OCEAN
+-117.01,32.66,11.0,9992.0,1368.0,4495.0,1316.0,6.9664,293900.0,NEAR OCEAN
+-117.02,32.66,19.0,771.0,,376.0,108.0,6.6272,273600.0,NEAR OCEAN
+-116.97,32.65,4.0,16450.0,2833.0,7985.0,2683.0,5.6631,233400.0,NEAR OCEAN
+-116.99,32.64,15.0,4331.0,699.0,2046.0,627.0,3.9519,193500.0,NEAR OCEAN
+-117.04,32.65,8.0,8806.0,1401.0,3159.0,1059.0,4.2155,247800.0,NEAR OCEAN
+-117.03,32.65,14.0,1111.0,142.0,472.0,145.0,7.6344,290500.0,NEAR OCEAN
+-117.0,32.64,11.0,3098.0,490.0,1391.0,484.0,4.9792,170400.0,NEAR OCEAN
+-117.01,32.63,7.0,6483.0,976.0,3269.0,1005.0,5.7358,221600.0,NEAR OCEAN
+-117.04,32.64,5.0,2329.0,542.0,1213.0,514.0,4.0298,225600.0,NEAR OCEAN
+-117.02,32.64,5.0,260.0,41.0,157.0,42.0,6.5151,281700.0,NEAR OCEAN
+-117.03,32.63,13.0,2087.0,313.0,1165.0,330.0,5.7789,227700.0,NEAR OCEAN
+-117.03,32.63,14.0,2796.0,476.0,1466.0,464.0,5.2489,213700.0,NEAR OCEAN
+-117.04,32.63,26.0,2756.0,422.0,1166.0,398.0,5.1354,181600.0,NEAR OCEAN
+-116.99,32.74,17.0,3101.0,547.0,1410.0,486.0,3.1771,189900.0,<1H OCEAN
+-116.98,32.74,17.0,3943.0,843.0,1995.0,766.0,2.6944,158300.0,<1H OCEAN
+-116.98,32.74,24.0,977.0,147.0,454.0,169.0,4.9286,173700.0,<1H OCEAN
+-116.98,32.74,16.0,3361.0,537.0,1754.0,578.0,5.1098,162300.0,<1H OCEAN
+-116.98,32.72,15.0,4209.0,680.0,1914.0,641.0,4.5135,158300.0,<1H OCEAN
+-116.98,32.73,16.0,952.0,143.0,530.0,143.0,5.0864,175300.0,<1H OCEAN
+-116.98,32.72,4.0,1078.0,158.0,571.0,184.0,4.6667,223300.0,<1H OCEAN
+-116.97,32.74,14.0,7410.0,1344.0,3597.0,1274.0,4.2192,176100.0,<1H OCEAN
+-116.95,32.74,7.0,2722.0,578.0,1429.0,574.0,3.9583,141700.0,<1H OCEAN
+-116.96,32.71,18.0,2413.0,533.0,1129.0,551.0,2.4567,155000.0,<1H OCEAN
+-116.95,32.73,17.0,1635.0,272.0,960.0,279.0,5.2671,157100.0,<1H OCEAN
+-116.97,32.76,26.0,2460.0,313.0,838.0,299.0,5.9878,270700.0,<1H OCEAN
+-116.98,32.75,25.0,4137.0,662.0,1905.0,630.0,4.375,214000.0,<1H OCEAN
+-116.97,32.75,28.0,3519.0,583.0,1720.0,590.0,4.7973,186900.0,<1H OCEAN
+-116.98,32.75,18.0,1519.0,369.0,802.0,347.0,2.9886,170800.0,<1H OCEAN
+-116.97,32.76,33.0,3071.0,466.0,1348.0,513.0,6.1768,228900.0,<1H OCEAN
+-116.95,32.76,13.0,5543.0,857.0,2074.0,737.0,4.9528,266200.0,<1H OCEAN
+-116.94,32.75,4.0,14934.0,2479.0,6945.0,2418.0,5.1221,229700.0,<1H OCEAN
+-116.92,32.76,9.0,1859.0,307.0,947.0,304.0,5.9202,181300.0,<1H OCEAN
+-116.92,32.76,7.0,1659.0,237.0,862.0,242.0,5.2741,249400.0,<1H OCEAN
+-116.91,32.75,5.0,8710.0,1614.0,4372.0,1527.0,4.7813,240900.0,<1H OCEAN
+-117.0,32.76,31.0,1989.0,280.0,805.0,301.0,6.5645,189100.0,<1H OCEAN
+-116.99,32.76,21.0,3833.0,595.0,1645.0,589.0,4.625,273500.0,<1H OCEAN
+-116.99,32.74,18.0,3341.0,611.0,1952.0,602.0,3.9844,215300.0,<1H OCEAN
+-117.0,32.74,17.0,2357.0,599.0,1423.0,510.0,1.8856,118800.0,<1H OCEAN
+-116.99,32.73,30.0,1856.0,339.0,1103.0,379.0,4.0357,153800.0,<1H OCEAN
+-117.01,32.75,26.0,4038.0,706.0,2065.0,687.0,3.9545,178100.0,<1H OCEAN
+-117.01,32.75,34.0,2105.0,340.0,973.0,357.0,4.3088,152500.0,<1H OCEAN
+-117.01,32.74,31.0,3473.0,,2098.0,677.0,2.6973,135200.0,<1H OCEAN
+-117.01,32.73,22.0,2526.0,530.0,1556.0,529.0,2.8646,120800.0,NEAR OCEAN
+-117.0,32.73,17.0,6050.0,1143.0,3424.0,1131.0,3.7647,127600.0,<1H OCEAN
+-117.0,32.72,10.0,3817.0,943.0,2352.0,875.0,2.1362,143200.0,NEAR OCEAN
+-117.01,32.72,12.0,2914.0,734.0,2104.0,703.0,2.3068,132300.0,NEAR OCEAN
+-116.99,32.7,15.0,3660.0,622.0,2629.0,612.0,4.0444,150100.0,NEAR OCEAN
+-117.0,32.7,23.0,2785.0,468.0,1456.0,449.0,4.3714,131000.0,NEAR OCEAN
+-116.98,32.71,18.0,2355.0,444.0,1277.0,433.0,3.4551,121400.0,<1H OCEAN
+-116.99,32.71,21.0,3049.0,582.0,2355.0,585.0,3.8904,113800.0,NEAR OCEAN
+-117.0,32.71,22.0,2263.0,441.0,1395.0,416.0,3.725,123500.0,NEAR OCEAN
+-117.01,32.71,20.0,3506.0,692.0,1977.0,668.0,2.981,129100.0,NEAR OCEAN
+-116.99,32.72,15.0,825.0,130.0,334.0,131.0,4.0391,169500.0,<1H OCEAN
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+-117.03,32.97,16.0,3936.0,694.0,1935.0,659.0,4.5625,231200.0,<1H OCEAN
+-117.03,32.96,16.0,3424.0,698.0,1940.0,645.0,4.121,182100.0,<1H OCEAN
+-116.99,32.96,17.0,5509.0,866.0,2748.0,817.0,4.8854,181300.0,<1H OCEAN
+-117.02,32.95,25.0,1909.0,334.0,1043.0,322.0,3.7784,160100.0,<1H OCEAN
+-117.03,32.95,19.0,4500.0,815.0,2456.0,782.0,4.5032,168900.0,<1H OCEAN
+-117.05,32.95,17.0,3039.0,555.0,1297.0,552.0,3.9531,178600.0,<1H OCEAN
+-117.05,32.95,17.0,4814.0,1091.0,3013.0,1078.0,3.2369,167800.0,<1H OCEAN
+-117.06,33.02,24.0,830.0,190.0,279.0,196.0,1.9176,121100.0,<1H OCEAN
+-117.06,33.01,24.0,2618.0,485.0,726.0,443.0,3.5192,159100.0,<1H OCEAN
+-117.07,33.01,25.0,2120.0,381.0,588.0,359.0,3.1187,169400.0,<1H OCEAN
+-117.07,33.02,17.0,2863.0,665.0,715.0,467.0,2.6048,148200.0,<1H OCEAN
+-117.06,33.04,17.0,1785.0,255.0,667.0,277.0,5.7382,278000.0,<1H OCEAN
+-117.06,33.03,23.0,2023.0,309.0,678.0,340.0,7.0913,265400.0,<1H OCEAN
+-117.07,33.03,14.0,6665.0,1231.0,2026.0,1001.0,5.09,268500.0,<1H OCEAN
+-117.07,33.03,15.0,1095.0,158.0,361.0,176.0,6.8099,328200.0,<1H OCEAN
+-117.08,33.03,10.0,2296.0,450.0,818.0,405.0,4.3424,160600.0,<1H OCEAN
+-117.07,33.04,4.0,2271.0,578.0,926.0,391.0,3.6437,210100.0,<1H OCEAN
+-117.08,33.03,15.0,3023.0,623.0,1283.0,559.0,3.3724,137900.0,<1H OCEAN
+-117.08,33.03,17.0,987.0,142.0,463.0,152.0,5.8747,229300.0,<1H OCEAN
+-117.08,33.03,18.0,1339.0,284.0,761.0,290.0,5.3074,137200.0,<1H OCEAN
+-117.09,33.03,17.0,2786.0,396.0,1228.0,396.0,6.4211,220700.0,<1H OCEAN
+-117.08,33.04,10.0,2577.0,347.0,1193.0,365.0,6.53,264100.0,<1H OCEAN
+-117.15,33.02,4.0,15029.0,2279.0,5613.0,1696.0,7.2731,450400.0,NEAR OCEAN
+-117.1,32.97,17.0,3167.0,861.0,2098.0,828.0,2.4459,85800.0,<1H OCEAN
+-117.1,32.96,7.0,3619.0,770.0,1134.0,482.0,4.1279,167600.0,<1H OCEAN
+-117.05,33.05,6.0,7916.0,1293.0,2741.0,1204.0,5.6436,278600.0,<1H OCEAN
+-117.05,33.04,12.0,1840.0,254.0,580.0,234.0,6.7769,400000.0,<1H OCEAN
+-117.05,33.03,14.0,5180.0,1051.0,1639.0,991.0,4.5,222200.0,<1H OCEAN
+-117.05,33.03,16.0,87.0,20.0,32.0,21.0,4.3571,144600.0,<1H OCEAN
+-117.06,33.02,17.0,2635.0,389.0,994.0,359.0,5.8966,261500.0,<1H OCEAN
+-117.05,33.02,18.0,917.0,121.0,388.0,131.0,6.3517,260100.0,<1H OCEAN
+-117.01,33.04,13.0,4595.0,567.0,1643.0,544.0,7.7684,362300.0,<1H OCEAN
+-117.04,33.03,16.0,2852.0,435.0,1083.0,448.0,6.3761,296200.0,<1H OCEAN
+-117.01,32.99,8.0,3372.0,430.0,1536.0,448.0,8.4284,378300.0,<1H OCEAN
+-116.99,33.01,11.0,1412.0,185.0,529.0,166.0,7.7517,500001.0,<1H OCEAN
+-117.09,32.91,9.0,2012.0,316.0,802.0,289.0,6.5706,255700.0,<1H OCEAN
+-117.09,32.91,16.0,2005.0,266.0,827.0,270.0,7.0546,282200.0,<1H OCEAN
+-117.09,32.9,16.0,1989.0,290.0,814.0,291.0,6.2715,255100.0,<1H OCEAN
+-117.1,32.9,16.0,2994.0,445.0,1047.0,437.0,5.149,184300.0,<1H OCEAN
+-117.11,32.9,16.0,2043.0,388.0,705.0,352.0,4.4766,161500.0,<1H OCEAN
+-117.11,32.91,15.0,1840.0,235.0,855.0,241.0,7.5992,310600.0,<1H OCEAN
+-117.08,32.91,16.0,1653.0,228.0,690.0,224.0,6.5853,248400.0,<1H OCEAN
+-117.08,32.93,5.0,14944.0,2490.0,6600.0,2407.0,6.0857,308300.0,<1H OCEAN
+-117.08,32.91,9.0,1547.0,218.0,683.0,231.0,7.5604,327900.0,<1H OCEAN
+-117.07,33.01,5.0,5870.0,977.0,1917.0,842.0,5.1998,294100.0,<1H OCEAN
+-117.06,33.01,9.0,2470.0,417.0,904.0,427.0,4.4219,209200.0,<1H OCEAN
+-117.07,33.0,4.0,6242.0,1258.0,2211.0,1116.0,4.25,281600.0,<1H OCEAN
+-117.07,33.0,4.0,9153.0,1866.0,3775.0,1698.0,4.955,241500.0,<1H OCEAN
+-117.08,33.01,5.0,5659.0,931.0,2565.0,902.0,6.1949,238700.0,<1H OCEAN
+-117.09,32.99,16.0,2175.0,327.0,1037.0,326.0,5.1909,201400.0,<1H OCEAN
+-117.09,32.99,18.0,3215.0,588.0,1618.0,509.0,4.6028,216800.0,<1H OCEAN
+-117.09,32.98,23.0,1125.0,273.0,687.0,308.0,2.3182,268800.0,<1H OCEAN
+-117.12,32.96,16.0,3050.0,559.0,1444.0,512.0,5.2463,156300.0,<1H OCEAN
+-117.11,32.97,9.0,1531.0,242.0,850.0,240.0,6.0862,263600.0,<1H OCEAN
+-117.1,33.0,5.0,15502.0,2613.0,7417.0,2358.0,5.9094,261100.0,<1H OCEAN
+-117.11,32.95,11.0,4694.0,824.0,2223.0,783.0,4.9485,231800.0,<1H OCEAN
+-117.12,32.95,8.0,3670.0,536.0,1723.0,592.0,6.3542,218100.0,<1H OCEAN
+-117.12,32.96,15.0,2869.0,405.0,1526.0,402.0,6.0175,238300.0,<1H OCEAN
+-117.12,32.95,4.0,9018.0,1572.0,4438.0,1498.0,4.988,263700.0,<1H OCEAN
+-117.08,32.97,3.0,17466.0,3336.0,7644.0,2895.0,5.4584,246500.0,<1H OCEAN
+-117.06,32.97,17.0,4754.0,877.0,2412.0,832.0,4.3548,192300.0,<1H OCEAN
+-117.25,33.06,6.0,9859.0,1448.0,4194.0,1401.0,6.439,296200.0,NEAR OCEAN
+-117.25,33.05,16.0,2794.0,476.0,1387.0,442.0,4.3286,213400.0,NEAR OCEAN
+-117.26,33.05,14.0,2323.0,373.0,1057.0,372.0,6.2513,240900.0,NEAR OCEAN
+-117.26,33.06,11.0,2660.0,352.0,1226.0,366.0,7.6832,319800.0,NEAR OCEAN
+-117.24,33.05,15.0,3029.0,555.0,1559.0,546.0,5.3129,169200.0,NEAR OCEAN
+-117.24,33.05,11.0,5827.0,882.0,2588.0,842.0,6.4027,344200.0,NEAR OCEAN
+-117.2,33.07,5.0,10394.0,1617.0,4496.0,1553.0,5.9289,411300.0,NEAR OCEAN
+-117.16,33.06,16.0,1988.0,279.0,770.0,252.0,5.8661,404500.0,NEAR OCEAN
+-117.21,33.03,20.0,3370.0,433.0,1020.0,408.0,11.0911,500001.0,NEAR OCEAN
+-117.18,33.02,15.0,3540.0,453.0,1364.0,425.0,13.6623,500001.0,NEAR OCEAN
+-117.21,33.02,26.0,3194.0,454.0,1032.0,406.0,10.156,500001.0,NEAR OCEAN
+-117.23,33.01,18.0,3961.0,511.0,1541.0,470.0,11.1118,500001.0,NEAR OCEAN
+-117.26,32.97,25.0,2582.0,495.0,1088.0,471.0,6.4651,500001.0,NEAR OCEAN
+-117.26,32.96,36.0,1721.0,264.0,710.0,282.0,10.1768,500001.0,NEAR OCEAN
+-117.26,32.95,34.0,1651.0,273.0,650.0,271.0,5.6582,500001.0,NEAR OCEAN
+-117.26,32.95,22.0,5484.0,1227.0,1947.0,1012.0,4.4375,500001.0,NEAR OCEAN
+-117.3,32.96,30.0,1226.0,205.0,380.0,151.0,4.2875,500001.0,NEAR OCEAN
+-117.25,33.01,16.0,3892.0,520.0,1454.0,524.0,7.7317,396000.0,NEAR OCEAN
+-117.24,33.0,16.0,2512.0,356.0,795.0,353.0,7.5975,369100.0,NEAR OCEAN
+-117.23,32.99,17.0,2718.0,326.0,1011.0,319.0,15.0001,500001.0,NEAR OCEAN
+-117.25,32.99,10.0,4926.0,749.0,1478.0,634.0,7.472,439900.0,NEAR OCEAN
+-117.25,33.0,14.0,2518.0,458.0,931.0,414.0,5.8393,485300.0,NEAR OCEAN
+-117.26,33.0,31.0,2695.0,491.0,1059.0,451.0,4.7841,393500.0,NEAR OCEAN
+-117.27,33.0,36.0,2426.0,454.0,1085.0,420.0,5.1523,387800.0,NEAR OCEAN
+-117.31,33.0,30.0,1631.0,310.0,665.0,297.0,6.8443,492500.0,NEAR OCEAN
+-117.26,32.99,16.0,2127.0,512.0,1532.0,499.0,2.7348,231300.0,NEAR OCEAN
+-117.27,32.99,21.0,3318.0,578.0,1273.0,538.0,5.5922,382100.0,NEAR OCEAN
+-117.26,32.98,12.0,3900.0,977.0,1690.0,892.0,4.125,226900.0,NEAR OCEAN
+-117.31,32.98,17.0,2789.0,648.0,849.0,345.0,4.1012,244700.0,NEAR OCEAN
+-117.27,32.98,17.0,1853.0,392.0,351.0,208.0,5.2742,230700.0,NEAR OCEAN
+-117.32,33.01,29.0,3584.0,712.0,1619.0,667.0,4.125,394400.0,NEAR OCEAN
+-117.28,33.02,21.0,2736.0,585.0,1251.0,576.0,4.2356,347700.0,NEAR OCEAN
+-117.27,33.02,13.0,5723.0,1242.0,2450.0,1140.0,4.7179,376700.0,NEAR OCEAN
+-117.26,33.04,18.0,2229.0,346.0,1088.0,352.0,6.3525,278300.0,NEAR OCEAN
+-117.26,33.04,16.0,3109.0,450.0,1433.0,453.0,6.6319,269600.0,NEAR OCEAN
+-117.24,33.04,13.0,3498.0,663.0,1412.0,618.0,3.212,147600.0,NEAR OCEAN
+-117.25,33.03,6.0,3416.0,493.0,1319.0,467.0,6.9326,324600.0,NEAR OCEAN
+-117.27,33.03,25.0,1787.0,311.0,1108.0,311.0,3.9826,215800.0,NEAR OCEAN
+-117.27,33.03,16.0,2240.0,443.0,1104.0,416.0,3.5313,148700.0,NEAR OCEAN
+-117.26,33.02,9.0,4632.0,759.0,1724.0,685.0,6.3712,369800.0,NEAR OCEAN
+-117.27,33.03,19.0,2899.0,499.0,1356.0,512.0,4.87,220900.0,NEAR OCEAN
+-117.27,33.02,21.0,2144.0,340.0,928.0,344.0,5.798,286100.0,NEAR OCEAN
+-117.29,33.05,28.0,1146.0,338.0,672.0,292.0,3.1667,300000.0,NEAR OCEAN
+-117.28,33.04,12.0,4459.0,928.0,2471.0,888.0,3.5179,252700.0,NEAR OCEAN
+-117.27,33.04,27.0,1839.0,392.0,1302.0,404.0,3.55,214600.0,NEAR OCEAN
+-117.29,33.04,30.0,2750.0,555.0,1281.0,520.0,4.7333,286900.0,NEAR OCEAN
+-117.33,33.03,31.0,1171.0,321.0,603.0,267.0,2.8611,314300.0,NEAR OCEAN
+-117.3,33.07,14.0,2670.0,426.0,1034.0,407.0,6.4247,295100.0,NEAR OCEAN
+-117.29,33.08,18.0,3225.0,515.0,1463.0,476.0,5.7787,346700.0,NEAR OCEAN
+-117.27,33.08,7.0,2949.0,447.0,1335.0,426.0,6.0922,342400.0,NEAR OCEAN
+-117.29,33.06,20.0,2110.0,335.0,1008.0,325.0,6.1509,338700.0,NEAR OCEAN
+-117.28,33.06,8.0,4172.0,1022.0,2585.0,941.0,4.0118,245800.0,NEAR OCEAN
+-117.27,33.06,7.0,3686.0,733.0,1612.0,672.0,3.197,367100.0,NEAR OCEAN
+-117.27,33.05,15.0,3333.0,808.0,1371.0,737.0,2.9083,122400.0,NEAR OCEAN
+-117.3,33.08,24.0,2628.0,527.0,1389.0,520.0,4.0,343200.0,NEAR OCEAN
+-117.34,33.06,17.0,2718.0,518.0,815.0,403.0,4.3182,357100.0,NEAR OCEAN
+-117.31,33.07,21.0,2035.0,534.0,948.0,467.0,3.2984,369400.0,NEAR OCEAN
+-117.3,33.07,16.0,3147.0,765.0,2165.0,690.0,3.5585,284800.0,NEAR OCEAN
+-117.3,33.06,24.0,2171.0,511.0,870.0,442.0,3.194,276300.0,NEAR OCEAN
+-117.3,33.06,31.0,2128.0,520.0,1049.0,485.0,4.027,290000.0,NEAR OCEAN
+-117.3,33.05,34.0,1797.0,458.0,775.0,391.0,3.2308,331300.0,NEAR OCEAN
+-117.33,33.17,11.0,10923.0,2041.0,4773.0,1858.0,4.0791,281300.0,NEAR OCEAN
+-117.34,33.16,31.0,2851.0,458.0,1286.0,467.0,4.5694,243700.0,NEAR OCEAN
+-117.33,33.16,29.0,3559.0,552.0,1533.0,545.0,4.0585,245500.0,NEAR OCEAN
+-117.32,33.15,15.0,13245.0,2212.0,5495.0,2060.0,5.4904,262100.0,NEAR OCEAN
+-117.32,33.12,25.0,2670.0,527.0,936.0,461.0,2.7717,354000.0,NEAR OCEAN
+-117.31,33.1,15.0,2392.0,446.0,747.0,421.0,3.5341,500001.0,NEAR OCEAN
+-117.29,33.13,4.0,617.0,105.0,224.0,105.0,3.9205,183000.0,NEAR OCEAN
+-117.31,33.11,7.0,7974.0,1703.0,2904.0,1550.0,4.1282,188100.0,NEAR OCEAN
+-117.29,33.12,4.0,1380.0,322.0,755.0,286.0,4.7961,168800.0,NEAR OCEAN
+-117.29,33.1,6.0,6091.0,1018.0,2064.0,957.0,5.1837,259800.0,NEAR OCEAN
+-117.28,33.1,13.0,2644.0,422.0,1197.0,399.0,6.5338,267900.0,NEAR OCEAN
+-117.35,33.17,16.0,4595.0,1341.0,2849.0,1197.0,2.478,185600.0,NEAR OCEAN
+-117.34,33.16,24.0,1006.0,277.0,610.0,246.0,2.25,187500.0,NEAR OCEAN
+-117.34,33.15,19.0,5710.0,1423.0,4163.0,1406.0,3.0306,178500.0,NEAR OCEAN
+-117.35,33.16,22.0,1331.0,305.0,580.0,193.0,3.975,500001.0,NEAR OCEAN
+-117.35,33.16,10.0,1684.0,515.0,902.0,449.0,3.7891,206300.0,NEAR OCEAN
+-117.34,33.15,17.0,4505.0,1140.0,2111.0,1062.0,3.3536,283300.0,NEAR OCEAN
+-117.36,33.18,26.0,5550.0,1153.0,2372.0,1058.0,2.5509,181800.0,NEAR OCEAN
+-117.36,33.18,39.0,1546.0,291.0,833.0,308.0,2.8893,185400.0,NEAR OCEAN
+-117.35,33.17,36.0,1977.0,423.0,812.0,387.0,3.625,198000.0,NEAR OCEAN
+-117.36,33.17,24.0,2046.0,442.0,812.0,367.0,2.3182,500001.0,NEAR OCEAN
+-117.37,33.18,19.0,1931.0,509.0,855.0,394.0,2.6979,266700.0,NEAR OCEAN
+-117.37,33.19,23.0,4104.0,1274.0,4729.0,1187.0,1.8214,173800.0,NEAR OCEAN
+-117.37,33.19,33.0,2205.0,453.0,1138.0,439.0,2.8819,208600.0,NEAR OCEAN
+-117.37,33.19,18.0,975.0,382.0,650.0,286.0,1.9562,192500.0,NEAR OCEAN
+-117.37,33.19,38.0,861.0,213.0,486.0,204.0,4.1875,185000.0,NEAR OCEAN
+-117.38,33.19,35.0,928.0,264.0,538.0,248.0,2.4583,197900.0,NEAR OCEAN
+-117.38,33.14,14.0,5039.0,1373.0,1298.0,696.0,3.209,313300.0,NEAR OCEAN
+-117.38,33.19,26.0,4123.0,1145.0,1703.0,895.0,1.9891,500000.0,NEAR OCEAN
+-117.38,33.2,17.0,1877.0,581.0,1288.0,426.0,1.9386,106300.0,NEAR OCEAN
+-117.37,33.2,19.0,928.0,317.0,845.0,319.0,1.6318,187500.0,NEAR OCEAN
+-117.38,33.19,17.0,353.0,112.0,359.0,118.0,1.5625,162500.0,NEAR OCEAN
+-117.38,33.2,26.0,1427.0,386.0,974.0,317.0,1.3903,184400.0,NEAR OCEAN
+-117.36,33.2,19.0,1926.0,557.0,1190.0,483.0,1.3269,166100.0,NEAR OCEAN
+-117.36,33.2,19.0,2129.0,562.0,1323.0,525.0,2.9539,169900.0,NEAR OCEAN
+-117.36,33.2,26.0,2447.0,482.0,1405.0,486.0,3.2917,150800.0,NEAR OCEAN
+-117.35,33.2,23.0,3297.0,728.0,1793.0,622.0,2.5754,169700.0,NEAR OCEAN
+-117.35,33.21,24.0,1586.0,262.0,912.0,298.0,4.25,150300.0,NEAR OCEAN
+-117.34,33.21,23.0,2062.0,376.0,1302.0,379.0,4.0109,145700.0,NEAR OCEAN
+-117.35,33.2,32.0,1251.0,220.0,700.0,232.0,3.9875,142900.0,NEAR OCEAN
+-117.34,33.21,12.0,5963.0,1372.0,3015.0,1124.0,2.7386,216100.0,NEAR OCEAN
+-117.35,33.19,28.0,2823.0,476.0,1189.0,433.0,5.1733,198100.0,NEAR OCEAN
+-117.34,33.19,23.0,3546.0,553.0,1533.0,518.0,5.276,224500.0,NEAR OCEAN
+-117.33,33.19,15.0,3672.0,845.0,1827.0,796.0,2.9716,173600.0,NEAR OCEAN
+-117.34,33.19,19.0,3575.0,525.0,1654.0,559.0,5.7409,274100.0,NEAR OCEAN
+-117.29,33.24,5.0,3109.0,634.0,1823.0,578.0,3.1875,153800.0,<1H OCEAN
+-117.3,33.23,13.0,3619.0,791.0,1759.0,806.0,2.765,98500.0,<1H OCEAN
+-117.32,33.23,24.0,2580.0,604.0,982.0,569.0,1.6402,169300.0,NEAR OCEAN
+-117.31,33.24,6.0,1580.0,288.0,792.0,265.0,4.0469,162400.0,<1H OCEAN
+-117.32,33.22,15.0,4784.0,1039.0,1810.0,986.0,2.4375,108900.0,NEAR OCEAN
+-117.33,33.22,21.0,2868.0,602.0,855.0,559.0,2.7846,91200.0,NEAR OCEAN
+-117.32,33.22,16.0,1057.0,232.0,316.0,221.0,2.7417,91700.0,NEAR OCEAN
+-117.33,33.21,17.0,1246.0,300.0,424.0,288.0,2.2882,85800.0,NEAR OCEAN
+-117.3,33.22,4.0,14960.0,2988.0,6666.0,2612.0,3.7568,184100.0,NEAR OCEAN
+-117.31,33.19,11.0,20944.0,3753.0,8738.0,3441.0,4.3762,215500.0,NEAR OCEAN
+-117.29,33.2,16.0,2150.0,461.0,1428.0,407.0,2.4754,157300.0,NEAR OCEAN
+-117.31,33.18,16.0,1835.0,430.0,599.0,399.0,2.0147,87700.0,NEAR OCEAN
+-117.29,33.19,18.0,6235.0,1233.0,4127.0,1162.0,3.0704,151600.0,NEAR OCEAN
+-117.28,33.2,20.0,4835.0,854.0,2983.0,834.0,4.3428,152100.0,NEAR OCEAN
+-117.37,33.22,35.0,2204.0,482.0,1435.0,462.0,3.676,125600.0,NEAR OCEAN
+-117.35,33.23,4.0,1837.0,287.0,934.0,277.0,3.8958,189800.0,NEAR OCEAN
+-117.35,33.21,18.0,2971.0,606.0,2051.0,493.0,2.675,117100.0,NEAR OCEAN
+-117.38,33.21,31.0,1502.0,367.0,1514.0,342.0,2.6442,103300.0,NEAR OCEAN
+-117.37,33.2,29.0,1315.0,311.0,1425.0,306.0,2.0272,99600.0,NEAR OCEAN
+-117.28,33.28,13.0,6131.0,1040.0,4049.0,940.0,3.8156,150700.0,<1H OCEAN
+-117.25,33.3,14.0,2513.0,351.0,1151.0,357.0,6.3054,359000.0,<1H OCEAN
+-117.26,33.26,9.0,4609.0,798.0,2582.0,746.0,4.3429,173900.0,<1H OCEAN
+-117.3,33.26,23.0,1678.0,275.0,1227.0,264.0,4.1713,133800.0,<1H OCEAN
+-117.3,33.25,22.0,2329.0,419.0,1456.0,381.0,3.7933,131000.0,<1H OCEAN
+-117.31,33.25,14.0,3483.0,764.0,2140.0,687.0,3.125,102300.0,<1H OCEAN
+-117.31,33.25,13.0,3075.0,630.0,1843.0,674.0,2.8558,97100.0,<1H OCEAN
+-117.32,33.25,7.0,2499.0,420.0,1314.0,398.0,4.85,186900.0,<1H OCEAN
+-117.32,33.25,7.0,8206.0,1523.0,4399.0,1423.0,3.6301,170900.0,<1H OCEAN
+-117.34,33.23,11.0,3737.0,757.0,2212.0,727.0,3.1062,141000.0,NEAR OCEAN
+-117.33,33.23,15.0,2919.0,592.0,1130.0,579.0,2.5872,155600.0,NEAR OCEAN
+-117.33,33.23,15.0,1905.0,416.0,1258.0,388.0,3.33,127900.0,NEAR OCEAN
+-117.33,33.24,13.0,4543.0,881.0,2298.0,870.0,2.9386,143400.0,NEAR OCEAN
+-117.42,33.35,14.0,25135.0,4819.0,35682.0,4769.0,2.5729,134400.0,<1H OCEAN
+-117.24,33.34,17.0,2866.0,442.0,1354.0,431.0,4.5764,257300.0,<1H OCEAN
+-117.22,33.36,16.0,3165.0,482.0,1351.0,452.0,4.605,263300.0,<1H OCEAN
+-117.22,33.31,12.0,2924.0,433.0,1193.0,394.0,6.2475,331300.0,<1H OCEAN
+-117.21,33.34,10.0,5294.0,817.0,2312.0,810.0,5.4563,325700.0,<1H OCEAN
+-117.19,33.34,15.0,3310.0,488.0,1104.0,460.0,6.1009,314400.0,<1H OCEAN
+-117.17,33.34,15.0,3313.0,679.0,1022.0,564.0,2.7986,189900.0,<1H OCEAN
+-117.2,33.29,12.0,6358.0,1182.0,2778.0,1020.0,4.0357,295900.0,<1H OCEAN
+-117.17,33.28,16.0,1921.0,312.0,862.0,280.0,5.1786,376800.0,<1H OCEAN
+-117.25,33.38,16.0,3536.0,765.0,2007.0,687.0,3.0,146700.0,<1H OCEAN
+-117.24,33.4,16.0,2704.0,463.0,1322.0,424.0,3.7857,227000.0,<1H OCEAN
+-117.23,33.38,18.0,3339.0,704.0,1727.0,652.0,2.8393,173200.0,<1H OCEAN
+-117.24,33.38,16.0,2792.0,525.0,1696.0,516.0,3.668,171200.0,<1H OCEAN
+-117.25,33.38,17.0,1614.0,431.0,1031.0,389.0,2.0956,134400.0,<1H OCEAN
+-117.25,33.39,22.0,2699.0,543.0,1425.0,491.0,2.375,137300.0,<1H OCEAN
+-117.26,33.37,7.0,2221.0,548.0,1440.0,501.0,2.2368,154600.0,<1H OCEAN
+-117.25,33.37,8.0,1755.0,530.0,1687.0,511.0,1.995,146900.0,<1H OCEAN
+-117.24,33.37,14.0,4687.0,793.0,2436.0,779.0,4.5391,180900.0,<1H OCEAN
+-117.24,33.36,11.0,2786.0,480.0,1250.0,450.0,4.5,222600.0,<1H OCEAN
+-117.25,33.36,6.0,3725.0,960.0,2833.0,915.0,2.3214,247000.0,<1H OCEAN
+-117.34,33.46,14.0,1902.0,338.0,848.0,304.0,5.5395,273300.0,<1H OCEAN
+-117.19,33.41,16.0,3031.0,554.0,1301.0,518.0,4.0882,296100.0,<1H OCEAN
+-117.14,33.39,17.0,2889.0,587.0,1931.0,510.0,3.8547,208300.0,<1H OCEAN
+-117.2,33.38,14.0,5392.0,821.0,2350.0,810.0,5.0507,291500.0,<1H OCEAN
+-117.1,33.36,19.0,3518.0,658.0,2091.0,610.0,3.2614,168800.0,<1H OCEAN
+-116.95,33.31,16.0,2921.0,639.0,1838.0,540.0,2.2393,117000.0,<1H OCEAN
+-117.03,33.32,14.0,1088.0,209.0,601.0,193.0,3.8438,243800.0,<1H OCEAN
+-117.05,33.29,17.0,1800.0,312.0,891.0,281.0,7.0177,267600.0,<1H OCEAN
+-117.05,33.26,14.0,3103.0,569.0,1704.0,539.0,3.7644,264700.0,<1H OCEAN
+-117.12,33.27,11.0,3016.0,601.0,1727.0,541.0,4.9375,232800.0,<1H OCEAN
+-117.0,33.29,17.0,2073.0,313.0,573.0,221.0,8.2531,419200.0,<1H OCEAN
+-116.98,33.26,12.0,5898.0,1002.0,3129.0,945.0,4.7647,254100.0,<1H OCEAN
+-116.99,33.2,17.0,2980.0,539.0,1531.0,505.0,3.1553,250000.0,<1H OCEAN
+-116.9,33.22,11.0,4132.0,773.0,2012.0,703.0,3.1906,234500.0,<1H OCEAN
+-117.14,33.23,11.0,4068.0,829.0,918.0,500.0,3.1272,281300.0,<1H OCEAN
+-117.11,33.23,13.0,5819.0,919.0,2228.0,866.0,4.9335,298100.0,<1H OCEAN
+-117.08,33.23,14.0,3337.0,571.0,1385.0,512.0,4.15,272200.0,<1H OCEAN
+-117.2,33.24,12.0,4992.0,,2106.0,801.0,6.2079,307300.0,<1H OCEAN
+-117.15,33.2,16.0,2690.0,459.0,1253.0,393.0,4.0328,294600.0,<1H OCEAN
+-117.2,33.2,16.0,4409.0,629.0,1875.0,609.0,5.543,286400.0,<1H OCEAN
+-117.22,33.22,17.0,3675.0,672.0,1693.0,597.0,3.3882,190800.0,<1H OCEAN
+-117.22,33.22,16.0,2134.0,643.0,1555.0,560.0,1.7217,175000.0,<1H OCEAN
+-117.22,33.22,15.0,1430.0,343.0,704.0,322.0,1.9571,162500.0,<1H OCEAN
+-117.23,33.24,26.0,1991.0,330.0,1014.0,304.0,4.3068,240100.0,<1H OCEAN
+-117.24,33.23,13.0,3756.0,648.0,1767.0,614.0,4.0776,196000.0,<1H OCEAN
+-117.24,33.23,21.0,1718.0,308.0,1194.0,312.0,3.4359,150900.0,<1H OCEAN
+-117.23,33.23,13.0,2899.0,657.0,1946.0,579.0,2.9875,172000.0,<1H OCEAN
+-117.23,33.22,18.0,2334.0,573.0,962.0,557.0,1.808,97000.0,<1H OCEAN
+-117.23,33.22,16.0,3224.0,729.0,1036.0,608.0,2.0246,148800.0,<1H OCEAN
+-117.24,33.22,20.0,1962.0,334.0,1173.0,349.0,4.1316,162500.0,<1H OCEAN
+-117.24,33.21,9.0,2486.0,626.0,1938.0,525.0,2.1293,151400.0,<1H OCEAN
+-117.23,33.21,34.0,544.0,108.0,348.0,127.0,4.125,164600.0,<1H OCEAN
+-117.25,33.25,6.0,6160.0,993.0,2997.0,1029.0,4.6187,205000.0,<1H OCEAN
+-117.27,33.23,5.0,20908.0,3933.0,9690.0,3510.0,4.1405,198500.0,<1H OCEAN
+-117.27,33.22,5.0,2283.0,337.0,999.0,325.0,5.0249,196700.0,<1H OCEAN
+-117.27,33.22,16.0,1420.0,311.0,470.0,313.0,1.8849,90800.0,<1H OCEAN
+-117.28,33.22,13.0,2832.0,542.0,1065.0,531.0,2.3844,98600.0,<1H OCEAN
+-117.27,33.21,5.0,5764.0,996.0,3161.0,1012.0,4.4531,177500.0,<1H OCEAN
+-117.25,33.22,26.0,2010.0,347.0,1160.0,331.0,3.9815,142600.0,<1H OCEAN
+-117.25,33.22,19.0,2167.0,443.0,1654.0,435.0,3.5,135800.0,<1H OCEAN
+-117.26,33.21,26.0,1906.0,408.0,1325.0,427.0,3.0197,136000.0,<1H OCEAN
+-117.28,33.2,11.0,1472.0,261.0,1012.0,285.0,4.21,175600.0,NEAR OCEAN
+-117.27,33.2,23.0,2145.0,379.0,1360.0,404.0,4.2054,150700.0,<1H OCEAN
+-117.26,33.2,13.0,3163.0,725.0,1675.0,629.0,2.8214,121900.0,<1H OCEAN
+-117.27,33.2,34.0,1852.0,322.0,978.0,332.0,4.3542,156900.0,<1H OCEAN
+-117.27,33.19,8.0,973.0,289.0,663.0,209.0,2.724,139300.0,NEAR OCEAN
+-117.28,33.19,5.0,2697.0,639.0,1633.0,580.0,3.4456,165800.0,NEAR OCEAN
+-117.25,33.21,9.0,1944.0,488.0,1992.0,453.0,2.066,127200.0,<1H OCEAN
+-117.24,33.21,19.0,1872.0,489.0,1859.0,446.0,2.1875,121700.0,<1H OCEAN
+-117.24,33.21,18.0,1846.0,419.0,1581.0,387.0,3.0982,111300.0,<1H OCEAN
+-117.24,33.2,25.0,1631.0,415.0,1045.0,386.0,2.4505,147500.0,<1H OCEAN
+-117.24,33.2,26.0,1701.0,404.0,989.0,367.0,2.5119,171700.0,<1H OCEAN
+-117.25,33.2,22.0,2361.0,618.0,1472.0,596.0,2.0625,124500.0,<1H OCEAN
+-117.25,33.2,10.0,2050.0,473.0,1302.0,471.0,2.7961,131300.0,<1H OCEAN
+-117.25,33.21,13.0,1203.0,292.0,1035.0,293.0,2.6339,117000.0,<1H OCEAN
+-117.23,33.21,21.0,1934.0,386.0,861.0,381.0,3.6181,213800.0,<1H OCEAN
+-117.22,33.21,19.0,4400.0,828.0,1901.0,735.0,3.6375,198800.0,<1H OCEAN
+-117.22,33.2,31.0,1736.0,277.0,801.0,292.0,4.4844,205500.0,<1H OCEAN
+-117.23,33.2,29.0,3372.0,720.0,1770.0,693.0,3.5109,166000.0,<1H OCEAN
+-117.23,33.2,21.0,2284.0,360.0,999.0,356.0,4.8929,212500.0,<1H OCEAN
+-117.21,33.2,22.0,3337.0,518.0,1288.0,466.0,5.04,253700.0,<1H OCEAN
+-117.22,33.19,16.0,3004.0,656.0,1948.0,606.0,2.7019,216900.0,<1H OCEAN
+-117.27,33.18,4.0,3371.0,773.0,1481.0,627.0,2.9133,215700.0,NEAR OCEAN
+-117.26,33.19,4.0,2342.0,595.0,1518.0,545.0,2.9469,216100.0,NEAR OCEAN
+-117.26,33.19,2.0,2629.0,509.0,1044.0,522.0,4.2361,158500.0,NEAR OCEAN
+-117.25,33.19,18.0,1891.0,306.0,830.0,279.0,4.5764,207000.0,<1H OCEAN
+-117.24,33.19,19.0,1569.0,351.0,1035.0,352.0,2.9191,159400.0,<1H OCEAN
+-117.23,33.19,22.0,2554.0,447.0,1147.0,422.0,3.6346,192500.0,<1H OCEAN
+-117.24,33.18,19.0,3337.0,565.0,1646.0,554.0,5.0195,200200.0,<1H OCEAN
+-117.3,33.17,6.0,7880.0,1533.0,3760.0,1460.0,4.1807,182600.0,NEAR OCEAN
+-117.32,33.17,18.0,2143.0,299.0,828.0,283.0,4.2383,239000.0,NEAR OCEAN
+-117.31,33.17,7.0,2349.0,312.0,809.0,282.0,5.552,283900.0,NEAR OCEAN
+-117.31,33.16,4.0,5846.0,894.0,2282.0,801.0,5.5956,247800.0,NEAR OCEAN
+-117.31,33.16,17.0,1704.0,263.0,781.0,281.0,5.6605,224400.0,NEAR OCEAN
+-117.29,33.18,15.0,3780.0,792.0,1632.0,721.0,2.7644,111400.0,NEAR OCEAN
+-117.29,33.18,17.0,821.0,176.0,436.0,168.0,3.1667,160600.0,NEAR OCEAN
+-117.28,33.18,16.0,3002.0,591.0,842.0,538.0,2.1205,157300.0,NEAR OCEAN
+-117.28,33.18,14.0,676.0,118.0,384.0,126.0,6.2096,178100.0,NEAR OCEAN
+-117.26,33.18,9.0,4540.0,793.0,2235.0,746.0,4.5781,225600.0,NEAR OCEAN
+-117.27,33.15,4.0,23915.0,4135.0,10877.0,3958.0,4.6357,244900.0,NEAR OCEAN
+-117.29,33.15,11.0,2560.0,445.0,952.0,448.0,4.0625,87500.0,NEAR OCEAN
+-117.24,33.17,4.0,9998.0,1874.0,3925.0,1672.0,4.2826,237500.0,<1H OCEAN
+-117.22,33.17,6.0,1487.0,362.0,810.0,322.0,3.625,135700.0,<1H OCEAN
+-117.23,33.16,4.0,3066.0,625.0,1164.0,582.0,4.0,228100.0,NEAR OCEAN
+-117.23,33.16,2.0,4624.0,946.0,2091.0,808.0,3.6736,214500.0,NEAR OCEAN
+-117.22,33.18,13.0,4273.0,886.0,2328.0,801.0,3.3444,183900.0,<1H OCEAN
+-117.21,33.17,16.0,1787.0,361.0,1446.0,362.0,3.75,163800.0,<1H OCEAN
+-117.21,33.19,21.0,3765.0,612.0,1722.0,593.0,4.8152,218500.0,<1H OCEAN
+-117.19,33.18,7.0,3561.0,722.0,1921.0,657.0,4.1128,209700.0,<1H OCEAN
+-117.21,33.16,13.0,2937.0,698.0,1246.0,579.0,2.6487,196000.0,<1H OCEAN
+-117.2,33.16,13.0,4503.0,1137.0,3094.0,1091.0,2.3159,91600.0,<1H OCEAN
+-117.2,33.15,11.0,4091.0,864.0,1927.0,765.0,3.0139,199000.0,<1H OCEAN
+-117.2,33.14,19.0,2025.0,414.0,1663.0,403.0,3.8147,139200.0,<1H OCEAN
+-117.22,33.14,5.0,4576.0,848.0,2314.0,705.0,5.0123,210400.0,NEAR OCEAN
+-117.21,33.14,12.0,4839.0,954.0,1708.0,952.0,2.8586,163300.0,<1H OCEAN
+-117.21,33.13,15.0,1889.0,368.0,754.0,409.0,2.2278,132800.0,NEAR OCEAN
+-117.17,33.18,25.0,596.0,115.0,426.0,137.0,3.0221,214300.0,<1H OCEAN
+-117.18,33.16,15.0,5923.0,1206.0,3943.0,1006.0,3.1793,159900.0,<1H OCEAN
+-117.15,33.16,5.0,4750.0,962.0,2726.0,905.0,3.5839,158500.0,<1H OCEAN
+-117.14,33.16,16.0,1660.0,,733.0,214.0,5.6874,202700.0,<1H OCEAN
+-117.13,33.15,15.0,2241.0,381.0,997.0,390.0,3.4833,193200.0,<1H OCEAN
+-117.14,33.15,17.0,1149.0,182.0,702.0,192.0,5.5696,168400.0,<1H OCEAN
+-117.14,33.15,16.0,1129.0,198.0,758.0,178.0,5.0346,174600.0,<1H OCEAN
+-117.15,33.14,15.0,1070.0,208.0,470.0,217.0,2.3062,158900.0,<1H OCEAN
+-117.13,33.15,16.0,3907.0,671.0,1759.0,663.0,3.1776,172600.0,<1H OCEAN
+-117.13,33.14,16.0,1649.0,278.0,993.0,277.0,4.8526,170700.0,<1H OCEAN
+-117.13,33.14,5.0,2618.0,539.0,1320.0,512.0,4.1053,171400.0,<1H OCEAN
+-117.12,33.14,16.0,1710.0,272.0,1025.0,267.0,4.1641,163600.0,<1H OCEAN
+-117.12,33.14,12.0,2363.0,408.0,1211.0,396.0,3.8967,172600.0,<1H OCEAN
+-117.13,33.14,12.0,2258.0,456.0,1147.0,433.0,4.0495,153900.0,<1H OCEAN
+-117.19,33.14,12.0,3652.0,923.0,1677.0,728.0,2.3267,92000.0,<1H OCEAN
+-117.18,33.15,7.0,6225.0,1683.0,5410.0,1580.0,2.32,117500.0,<1H OCEAN
+-117.21,33.13,19.0,3068.0,596.0,912.0,554.0,3.775,168000.0,NEAR OCEAN
+-117.2,33.12,18.0,4372.0,736.0,1473.0,675.0,5.1194,247800.0,NEAR OCEAN
+-117.21,33.12,4.0,3261.0,689.0,926.0,561.0,4.3672,258900.0,NEAR OCEAN
+-117.18,33.11,16.0,3470.0,601.0,1197.0,552.0,5.1814,279900.0,NEAR OCEAN
+-117.25,33.12,8.0,8552.0,1437.0,3335.0,1323.0,5.311,255800.0,NEAR OCEAN
+-117.24,33.11,10.0,3487.0,545.0,1410.0,557.0,6.0336,240300.0,NEAR OCEAN
+-117.23,33.1,4.0,1862.0,291.0,685.0,248.0,7.745,237400.0,NEAR OCEAN
+-117.25,33.1,14.0,3676.0,720.0,1176.0,614.0,3.9464,171900.0,NEAR OCEAN
+-117.26,33.09,22.0,2398.0,407.0,349.0,169.0,7.0423,500001.0,NEAR OCEAN
+-117.26,33.09,13.0,3730.0,761.0,1335.0,603.0,4.1667,227100.0,NEAR OCEAN
+-117.23,33.09,7.0,5320.0,855.0,2015.0,768.0,6.3373,279600.0,NEAR OCEAN
+-117.25,33.08,13.0,3651.0,465.0,1311.0,435.0,7.5402,340300.0,NEAR OCEAN
+-117.25,33.08,14.0,7208.0,1012.0,3097.0,1014.0,6.617,285200.0,NEAR OCEAN
+-117.26,33.08,12.0,5080.0,814.0,1958.0,716.0,5.3905,299600.0,NEAR OCEAN
+-117.09,33.13,9.0,5685.0,1442.0,3773.0,1250.0,3.0426,129900.0,<1H OCEAN
+-117.08,33.14,15.0,1497.0,250.0,827.0,239.0,4.3846,154200.0,<1H OCEAN
+-117.08,33.14,11.0,1430.0,292.0,921.0,294.0,4.2357,160900.0,<1H OCEAN
+-117.07,33.14,16.0,2546.0,429.0,1683.0,408.0,4.7426,160600.0,<1H OCEAN
+-117.07,33.15,17.0,1893.0,297.0,936.0,287.0,5.1842,157700.0,<1H OCEAN
+-117.06,33.15,24.0,2155.0,379.0,1158.0,360.0,4.7941,147500.0,<1H OCEAN
+-117.11,33.19,15.0,3154.0,488.0,1656.0,429.0,5.0461,222400.0,<1H OCEAN
+-117.03,33.18,17.0,5391.0,886.0,2732.0,830.0,5.1771,212800.0,<1H OCEAN
+-117.06,33.17,4.0,5465.0,974.0,2844.0,950.0,4.4477,174800.0,<1H OCEAN
+-117.1,33.17,12.0,2465.0,412.0,1226.0,428.0,5.4819,183800.0,<1H OCEAN
+-117.08,33.16,11.0,6341.0,1030.0,2697.0,977.0,4.8554,206700.0,<1H OCEAN
+-117.07,33.15,15.0,2994.0,522.0,1231.0,503.0,3.2024,180400.0,<1H OCEAN
+-117.08,33.14,19.0,2629.0,494.0,1444.0,503.0,3.5462,156800.0,<1H OCEAN
+-117.09,33.15,13.0,3958.0,865.0,1981.0,840.0,3.4764,137500.0,<1H OCEAN
+-117.07,33.13,17.0,6817.0,1632.0,4526.0,1474.0,2.6152,135300.0,<1H OCEAN
+-117.07,33.13,33.0,555.0,165.0,612.0,176.0,2.1786,137500.0,<1H OCEAN
+-117.06,33.14,27.0,3819.0,674.0,2447.0,717.0,3.8185,137200.0,<1H OCEAN
+-117.05,33.13,20.0,7746.0,2035.0,5370.0,1838.0,2.3762,98500.0,<1H OCEAN
+-117.04,33.15,15.0,13814.0,2888.0,6583.0,2789.0,2.8247,150000.0,<1H OCEAN
+-117.05,33.14,16.0,4552.0,1166.0,2737.0,1051.0,2.25,136300.0,<1H OCEAN
+-117.06,33.13,12.0,8742.0,2114.0,4854.0,1957.0,2.8015,143500.0,<1H OCEAN
+-117.08,33.13,17.0,8466.0,2628.0,7014.0,2267.0,2.1437,113700.0,<1H OCEAN
+-117.08,33.12,43.0,107.0,44.0,107.0,48.0,0.7054,137500.0,<1H OCEAN
+-117.11,33.15,14.0,8374.0,1407.0,2916.0,1295.0,4.7019,191100.0,<1H OCEAN
+-117.1,33.15,5.0,3159.0,685.0,1398.0,581.0,3.1467,161100.0,<1H OCEAN
+-117.12,33.15,7.0,2810.0,464.0,1564.0,457.0,4.4655,182800.0,<1H OCEAN
+-117.14,33.18,11.0,5546.0,974.0,2300.0,970.0,3.7109,199800.0,<1H OCEAN
+-117.1,33.14,7.0,10665.0,2576.0,4917.0,2424.0,2.3171,159500.0,<1H OCEAN
+-117.11,33.14,10.0,3208.0,636.0,1395.0,582.0,3.4455,190500.0,<1H OCEAN
+-117.14,33.12,7.0,6126.0,1032.0,2662.0,923.0,4.9005,264000.0,<1H OCEAN
+-117.13,33.13,17.0,3164.0,652.0,1123.0,699.0,2.082,80000.0,<1H OCEAN
+-117.11,33.12,46.0,52.0,13.0,59.0,13.0,3.875,200000.0,<1H OCEAN
+-117.1,33.12,12.0,961.0,342.0,315.0,201.0,0.813,275000.0,<1H OCEAN
+-117.11,33.11,17.0,2641.0,627.0,1167.0,647.0,2.2875,132400.0,<1H OCEAN
+-117.14,33.07,12.0,9302.0,1603.0,4074.0,1504.0,4.3513,199600.0,<1H OCEAN
+-117.12,33.07,45.0,1032.0,235.0,363.0,177.0,3.6389,186600.0,<1H OCEAN
+-117.1,33.07,16.0,2402.0,336.0,1080.0,365.0,8.6803,347300.0,<1H OCEAN
+-117.07,33.07,8.0,2756.0,343.0,1045.0,340.0,8.5957,444100.0,<1H OCEAN
+-117.1,33.09,5.0,12045.0,2162.0,5640.0,1997.0,4.4375,353000.0,<1H OCEAN
+-117.08,33.08,23.0,3400.0,501.0,1383.0,488.0,4.9844,249100.0,<1H OCEAN
+-117.09,33.1,21.0,2876.0,539.0,1387.0,499.0,3.8292,177000.0,<1H OCEAN
+-117.08,33.09,23.0,3792.0,624.0,1988.0,658.0,4.7566,178300.0,<1H OCEAN
+-117.09,33.12,11.0,567.0,184.0,620.0,163.0,2.5284,122500.0,<1H OCEAN
+-117.08,33.11,31.0,1356.0,324.0,1301.0,331.0,2.5331,115100.0,<1H OCEAN
+-117.08,33.11,28.0,2094.0,585.0,1556.0,563.0,2.2,127700.0,<1H OCEAN
+-117.09,33.11,32.0,1713.0,321.0,891.0,286.0,3.1429,171600.0,<1H OCEAN
+-117.08,33.12,37.0,1060.0,268.0,823.0,229.0,1.8363,145500.0,<1H OCEAN
+-117.07,33.11,31.0,2055.0,473.0,1326.0,427.0,3.0915,139900.0,<1H OCEAN
+-117.08,33.11,31.0,1832.0,444.0,1669.0,463.0,2.2146,116700.0,<1H OCEAN
+-117.08,33.12,33.0,674.0,208.0,565.0,188.0,1.875,114300.0,<1H OCEAN
+-117.07,33.12,21.0,4578.0,927.0,2818.0,900.0,3.1458,187700.0,<1H OCEAN
+-117.07,33.12,32.0,2474.0,499.0,1224.0,461.0,2.7216,146300.0,<1H OCEAN
+-117.07,33.12,12.0,2453.0,599.0,1251.0,529.0,2.4122,127000.0,<1H OCEAN
+-117.07,33.11,17.0,5565.0,1237.0,3004.0,1139.0,3.0054,142300.0,<1H OCEAN
+-117.06,33.09,11.0,7483.0,1276.0,3516.0,1261.0,4.0484,262500.0,<1H OCEAN
+-117.03,33.13,15.0,7000.0,1185.0,3555.0,1118.0,4.7022,172800.0,<1H OCEAN
+-116.97,33.13,10.0,5149.0,851.0,2177.0,783.0,6.7957,287500.0,<1H OCEAN
+-117.05,33.13,17.0,2385.0,372.0,1118.0,369.0,4.2813,169900.0,<1H OCEAN
+-117.05,33.11,18.0,4393.0,642.0,2095.0,677.0,5.4786,223500.0,<1H OCEAN
+-117.05,33.13,22.0,2427.0,390.0,1099.0,362.0,5.2323,167500.0,<1H OCEAN
+-117.05,33.1,13.0,5516.0,746.0,2119.0,662.0,6.1868,320200.0,<1H OCEAN
+-117.03,33.12,25.0,3142.0,446.0,1286.0,419.0,5.4663,248300.0,<1H OCEAN
+-117.04,33.09,16.0,4677.0,581.0,1902.0,566.0,6.1834,335600.0,<1H OCEAN
+-116.93,33.06,16.0,3490.0,545.0,1628.0,535.0,4.8836,239900.0,<1H OCEAN
+-116.89,32.99,14.0,2816.0,501.0,1448.0,452.0,5.0278,210900.0,<1H OCEAN
+-116.95,32.96,18.0,2087.0,353.0,992.0,329.0,4.5,222600.0,<1H OCEAN
+-116.84,33.08,15.0,2755.0,519.0,1474.0,460.0,4.0408,225900.0,<1H OCEAN
+-116.77,33.08,13.0,1406.0,260.0,737.0,279.0,5.5842,239100.0,<1H OCEAN
+-116.78,33.0,7.0,12480.0,1946.0,5102.0,1697.0,5.5102,221000.0,<1H OCEAN
+-116.84,33.01,5.0,5673.0,855.0,2592.0,797.0,5.4155,199200.0,<1H OCEAN
+-116.88,33.05,11.0,7217.0,1583.0,4197.0,1502.0,2.8827,166700.0,<1H OCEAN
+-116.88,33.02,16.0,3204.0,541.0,1818.0,529.0,5.2596,171500.0,<1H OCEAN
+-116.9,33.03,11.0,3213.0,634.0,1975.0,579.0,3.475,167200.0,<1H OCEAN
+-116.86,33.05,17.0,9044.0,1689.0,5030.0,1596.0,3.6348,164500.0,<1H OCEAN
+-116.86,33.02,17.0,401.0,68.0,251.0,69.0,4.6518,170200.0,<1H OCEAN
+-116.84,33.02,11.0,1227.0,202.0,645.0,198.0,5.6674,209800.0,<1H OCEAN
+-116.74,33.33,17.0,4190.0,946.0,1802.0,673.0,2.4744,158200.0,INLAND
+-116.68,33.16,26.0,1820.0,374.0,1001.0,324.0,2.1797,156300.0,INLAND
+-116.6,33.06,23.0,1731.0,365.0,612.0,258.0,2.7813,172900.0,INLAND
+-116.58,33.09,36.0,992.0,224.0,334.0,126.0,3.0089,134400.0,INLAND
+-116.56,33.05,15.0,1985.0,361.0,536.0,209.0,4.125,148200.0,INLAND
+-116.61,33.04,11.0,2522.0,538.0,616.0,269.0,3.875,198100.0,INLAND
+-116.66,33.09,24.0,1378.0,272.0,532.0,188.0,1.5909,221900.0,INLAND
+-116.67,32.97,16.0,349.0,74.0,120.0,43.0,5.359,193800.0,<1H OCEAN
+-116.52,32.9,18.0,4454.0,852.0,1754.0,656.0,4.57,189900.0,INLAND
+-116.34,33.36,24.0,2746.0,514.0,731.0,295.0,3.3214,176400.0,INLAND
+-116.32,33.28,19.0,1791.0,367.0,327.0,185.0,3.3625,100000.0,INLAND
+-116.26,33.07,17.0,934.0,284.0,452.0,184.0,1.9875,83700.0,INLAND
+-116.28,32.84,18.0,382.0,128.0,194.0,69.0,2.5179,58800.0,INLAND
+-116.37,33.19,12.0,4890.0,1152.0,1289.0,570.0,2.5795,98700.0,INLAND
+-116.58,32.69,19.0,4085.0,876.0,2133.0,718.0,2.919,116500.0,INLAND
+-116.45,32.65,22.0,2680.0,643.0,1644.0,516.0,2.1949,127100.0,INLAND
+-116.35,32.74,16.0,2595.0,606.0,1046.0,367.0,1.7137,110700.0,INLAND
+-116.2,32.64,28.0,1608.0,409.0,567.0,254.0,1.4648,61800.0,INLAND
+-116.75,32.85,17.0,4863.0,845.0,2266.0,769.0,4.2321,217400.0,<1H OCEAN
+-116.79,32.84,12.0,4281.0,786.0,1891.0,721.0,3.5769,231800.0,<1H OCEAN
+-116.76,32.84,16.0,3311.0,702.0,1627.0,624.0,3.1196,187200.0,<1H OCEAN
+-116.77,32.82,16.0,3688.0,817.0,1969.0,767.0,2.875,222900.0,<1H OCEAN
+-116.75,32.82,17.0,3348.0,481.0,1222.0,443.0,6.6361,308600.0,<1H OCEAN
+-116.8,32.8,11.0,3874.0,565.0,1672.0,546.0,6.1481,274600.0,<1H OCEAN
+-116.62,32.86,18.0,4115.0,847.0,2032.0,745.0,4.0159,169100.0,<1H OCEAN
+-116.66,32.79,13.0,843.0,,918.0,152.0,6.2152,240600.0,<1H OCEAN
+-116.87,32.75,15.0,2053.0,321.0,993.0,309.0,5.5164,248900.0,<1H OCEAN
+-116.91,32.73,8.0,4630.0,624.0,2048.0,575.0,6.4745,300300.0,<1H OCEAN
+-116.87,32.72,13.0,3268.0,491.0,1431.0,503.0,5.7652,259900.0,<1H OCEAN
+-116.89,32.67,9.0,2652.0,393.0,1355.0,362.0,6.2578,293100.0,<1H OCEAN
+-116.76,32.74,14.0,4085.0,751.0,2129.0,688.0,4.7367,214500.0,<1H OCEAN
+-116.79,32.61,19.0,2652.0,520.0,1421.0,491.0,3.5227,206100.0,<1H OCEAN
+-122.41,37.81,25.0,1178.0,545.0,592.0,441.0,3.6728,500001.0,NEAR BAY
+-122.41,37.81,31.0,3991.0,1311.0,2305.0,1201.0,1.8981,500001.0,NEAR BAY
+-122.42,37.81,52.0,1314.0,317.0,473.0,250.0,4.3472,500001.0,NEAR BAY
+-122.42,37.8,52.0,2852.0,581.0,838.0,510.0,8.0755,500001.0,NEAR BAY
+-122.42,37.8,52.0,4985.0,1355.0,1848.0,1255.0,4.9211,500001.0,NEAR BAY
+-122.42,37.8,50.0,2494.0,731.0,958.0,712.0,3.2356,500001.0,NEAR BAY
+-122.42,37.8,52.0,741.0,170.0,277.0,165.0,4.4712,500001.0,NEAR BAY
+-122.41,37.8,52.0,2583.0,672.0,1335.0,613.0,3.1477,500001.0,NEAR BAY
+-122.41,37.8,52.0,2618.0,611.0,1328.0,559.0,4.1607,350000.0,NEAR BAY
+-122.41,37.8,52.0,3278.0,775.0,1279.0,709.0,5.4378,500001.0,NEAR BAY
+-122.41,37.8,52.0,812.0,252.0,629.0,247.0,2.5875,500001.0,NEAR BAY
+-122.41,37.8,52.0,4088.0,946.0,1906.0,863.0,3.6065,433300.0,NEAR BAY
+-122.41,37.8,52.0,1288.0,309.0,437.0,272.0,6.3245,500001.0,NEAR BAY
+-122.4,37.8,52.0,1860.0,575.0,679.0,448.0,4.775,500001.0,NEAR BAY
+-122.4,37.8,52.0,2094.0,568.0,920.0,503.0,4.2015,412500.0,NEAR BAY
+-122.4,37.81,12.0,1349.0,349.0,536.0,334.0,7.7852,250000.0,NEAR BAY
+-122.41,37.8,52.0,2450.0,741.0,1415.0,664.0,2.8229,375000.0,NEAR BAY
+-122.4,37.8,52.0,1642.0,570.0,1432.0,513.0,1.9063,300000.0,NEAR BAY
+-122.41,37.8,52.0,1394.0,395.0,1700.0,400.0,2.75,168800.0,NEAR BAY
+-122.41,37.8,52.0,1724.0,416.0,1016.0,395.0,3.3839,400000.0,NEAR BAY
+-122.41,37.8,52.0,1866.0,748.0,2957.0,710.0,1.8295,243800.0,NEAR BAY
+-122.41,37.8,30.0,1821.0,738.0,1648.0,684.0,0.8836,450000.0,NEAR BAY
+-122.41,37.8,52.0,3697.0,837.0,1446.0,711.0,5.866,500001.0,NEAR BAY
+-122.41,37.8,52.0,2892.0,751.0,1785.0,733.0,3.5746,350000.0,NEAR BAY
+-122.41,37.79,52.0,3598.0,1011.0,2062.0,966.0,2.9871,380000.0,NEAR BAY
+-122.42,37.8,52.0,2797.0,685.0,1156.0,651.0,4.3472,500001.0,NEAR BAY
+-122.42,37.8,52.0,3823.0,1040.0,1830.0,977.0,4.2458,450000.0,NEAR BAY
+-122.42,37.8,52.0,3321.0,1115.0,1576.0,1034.0,2.0987,458300.0,NEAR BAY
+-122.42,37.8,52.0,1777.0,486.0,932.0,427.0,3.3643,420000.0,NEAR BAY
+-122.42,37.8,52.0,3067.0,870.0,2122.0,850.0,2.5603,287500.0,NEAR BAY
+-122.42,37.79,52.0,3457.0,1021.0,2286.0,994.0,2.565,225000.0,NEAR BAY
+-122.42,37.79,52.0,3364.0,1100.0,2112.0,1045.0,2.1343,400000.0,NEAR BAY
+-122.42,37.79,52.0,3511.0,1232.0,2452.0,1131.0,2.5013,275000.0,NEAR BAY
+-122.41,37.79,52.0,2909.0,851.0,1711.0,830.0,3.0296,500001.0,NEAR BAY
+-122.41,37.79,52.0,3302.0,869.0,1178.0,727.0,3.3681,500001.0,NEAR BAY
+-122.41,37.79,52.0,2161.0,544.0,904.0,431.0,3.5066,350000.0,NEAR BAY
+-122.41,37.8,52.0,1999.0,642.0,1846.0,620.0,1.9145,225000.0,NEAR BAY
+-122.41,37.79,52.0,2302.0,938.0,1515.0,861.0,1.3668,55000.0,NEAR BAY
+-122.41,37.8,52.0,3260.0,1535.0,3260.0,1457.0,0.9,500001.0,NEAR BAY
+-122.39,37.8,25.0,4561.0,1474.0,1525.0,1169.0,4.5581,500001.0,NEAR BAY
+-122.4,37.79,52.0,1185.0,660.0,1007.0,623.0,1.4552,450000.0,NEAR BAY
+-122.41,37.79,52.0,1436.0,738.0,1688.0,662.0,1.5156,237500.0,NEAR BAY
+-122.41,37.79,52.0,3610.0,1286.0,1504.0,1047.0,3.2059,500001.0,NEAR BAY
+-122.41,37.79,52.0,6016.0,2509.0,3436.0,2119.0,2.5166,275000.0,NEAR BAY
+-122.42,37.79,52.0,2737.0,1241.0,1761.0,1029.0,1.8068,225000.0,NEAR BAY
+-122.41,37.79,52.0,5783.0,2747.0,4518.0,2538.0,1.724,225000.0,NEAR BAY
+-122.42,37.78,26.0,812.0,507.0,628.0,445.0,2.3304,500001.0,NEAR BAY
+-122.42,37.78,27.0,1728.0,884.0,1211.0,752.0,0.8543,500001.0,NEAR BAY
+-122.43,37.81,39.0,3275.0,837.0,1137.0,725.0,3.7679,500001.0,NEAR BAY
+-122.44,37.8,52.0,3830.0,,1310.0,963.0,3.4801,500001.0,NEAR BAY
+-122.44,37.8,52.0,1724.0,412.0,540.0,319.0,4.2857,500001.0,NEAR BAY
+-122.43,37.81,52.0,4309.0,942.0,1297.0,798.0,4.6781,500001.0,NEAR BAY
+-122.45,37.81,52.0,1375.0,322.0,287.0,184.0,3.9028,500001.0,NEAR BAY
+-122.44,37.8,52.0,2869.0,594.0,500.0,335.0,5.0376,500001.0,NEAR BAY
+-122.44,37.8,52.0,3257.0,735.0,1045.0,620.0,4.5523,500001.0,NEAR BAY
+-122.44,37.8,52.0,1580.0,470.0,714.0,448.0,3.2447,500001.0,NEAR BAY
+-122.44,37.8,52.0,1006.0,291.0,445.0,257.0,2.7717,500000.0,NEAR BAY
+-122.44,37.8,52.0,3149.0,719.0,1145.0,658.0,4.625,500001.0,NEAR BAY
+-122.44,37.8,52.0,3161.0,472.0,842.0,410.0,7.9761,500001.0,NEAR BAY
+-122.44,37.8,52.0,2865.0,593.0,1029.0,577.0,5.2539,500001.0,NEAR BAY
+-122.44,37.8,52.0,1603.0,487.0,727.0,464.0,3.9856,500001.0,NEAR BAY
+-122.43,37.8,52.0,3172.0,848.0,1259.0,806.0,4.1047,466700.0,NEAR BAY
+-122.43,37.8,52.0,2788.0,813.0,1302.0,764.0,4.199,400000.0,NEAR BAY
+-122.43,37.8,52.0,2994.0,821.0,1240.0,779.0,3.3715,500000.0,NEAR BAY
+-122.43,37.8,52.0,1976.0,726.0,1045.0,669.0,3.6893,475000.0,NEAR BAY
+-122.43,37.8,52.0,1006.0,251.0,349.0,233.0,3.2235,500000.0,NEAR BAY
+-122.43,37.8,52.0,1380.0,322.0,553.0,288.0,4.0417,500001.0,NEAR BAY
+-122.42,37.8,52.0,2657.0,772.0,1014.0,685.0,4.038,500001.0,NEAR BAY
+-122.43,37.8,52.0,2696.0,572.0,925.0,552.0,5.0365,500000.0,NEAR BAY
+-122.43,37.8,52.0,2520.0,649.0,959.0,607.0,5.7934,500001.0,NEAR BAY
+-122.43,37.8,52.0,2802.0,622.0,954.0,572.0,4.5399,500001.0,NEAR BAY
+-122.42,37.8,52.0,4079.0,1112.0,1466.0,1024.0,4.5913,500001.0,NEAR BAY
+-122.42,37.79,48.0,4506.0,1342.0,1980.0,1239.0,4.0156,500001.0,NEAR BAY
+-122.43,37.79,52.0,3565.0,892.0,1377.0,852.0,3.8068,500001.0,NEAR BAY
+-122.43,37.79,52.0,3486.0,847.0,1248.0,813.0,7.2623,500001.0,NEAR BAY
+-122.43,37.79,52.0,6186.0,1566.0,2065.0,1374.0,5.8543,500001.0,NEAR BAY
+-122.44,37.79,52.0,1979.0,359.0,648.0,370.0,5.3124,500001.0,NEAR BAY
+-122.44,37.79,52.0,1335.0,151.0,402.0,157.0,10.8783,500001.0,NEAR BAY
+-122.44,37.79,52.0,2045.0,353.0,722.0,327.0,8.0755,500001.0,NEAR BAY
+-122.44,37.79,52.0,1447.0,186.0,483.0,181.0,15.0001,500001.0,NEAR BAY
+-122.45,37.79,52.0,2196.0,280.0,668.0,291.0,10.0914,500001.0,NEAR BAY
+-122.45,37.79,52.0,3069.0,579.0,1107.0,536.0,5.5634,500001.0,NEAR BAY
+-122.45,37.79,52.0,1734.0,482.0,731.0,429.0,1.4804,425000.0,NEAR BAY
+-122.45,37.79,52.0,1457.0,215.0,495.0,208.0,10.7097,500001.0,NEAR BAY
+-122.46,37.79,52.0,899.0,96.0,304.0,110.0,14.2959,500001.0,NEAR BAY
+-122.46,37.79,52.0,2106.0,373.0,743.0,348.0,5.2909,500001.0,NEAR BAY
+-122.44,37.79,52.0,1817.0,535.0,800.0,487.0,3.975,500001.0,NEAR BAY
+-122.44,37.79,52.0,3640.0,840.0,1525.0,796.0,4.4375,500001.0,NEAR BAY
+-122.44,37.79,52.0,3785.0,808.0,1371.0,799.0,6.4209,500001.0,NEAR BAY
+-122.43,37.79,52.0,3522.0,938.0,1319.0,887.0,4.3986,500001.0,NEAR BAY
+-122.43,37.79,52.0,3219.0,969.0,1152.0,830.0,4.2042,500001.0,NEAR BAY
+-122.42,37.79,52.0,2511.0,895.0,1202.0,804.0,2.6607,87500.0,NEAR BAY
+-122.42,37.79,6.0,670.0,301.0,655.0,284.0,3.4423,117500.0,NEAR BAY
+-122.43,37.79,50.0,3312.0,1095.0,1475.0,997.0,2.7165,500001.0,NEAR BAY
+-122.43,37.79,52.0,3020.0,842.0,1294.0,769.0,3.4375,500001.0,NEAR BAY
+-122.43,37.79,25.0,1637.0,394.0,649.0,379.0,5.0049,460000.0,NEAR BAY
+-122.44,37.79,52.0,1903.0,461.0,831.0,433.0,4.4464,500001.0,NEAR BAY
+-122.44,37.79,52.0,2083.0,491.0,1224.0,483.0,4.0882,468800.0,NEAR BAY
+-122.44,37.79,52.0,1726.0,384.0,614.0,356.0,3.6812,500000.0,NEAR BAY
+-122.44,37.78,52.0,2695.0,657.0,1243.0,573.0,2.8569,372200.0,NEAR BAY
+-122.45,37.78,45.0,2747.0,699.0,1320.0,693.0,3.1576,333300.0,NEAR BAY
+-122.45,37.79,46.0,2009.0,464.0,761.0,453.0,3.7188,500001.0,NEAR BAY
+-122.45,37.78,52.0,3975.0,716.0,1515.0,691.0,5.0156,500001.0,NEAR BAY
+-122.43,37.79,24.0,2459.0,1001.0,1362.0,957.0,2.6782,450000.0,NEAR BAY
+-122.43,37.78,10.0,2380.0,843.0,1245.0,789.0,1.3062,220000.0,NEAR BAY
+-122.44,37.78,39.0,1181.0,310.0,901.0,281.0,1.4866,237500.0,NEAR BAY
+-122.45,37.78,52.0,1345.0,291.0,560.0,294.0,3.7159,494400.0,NEAR BAY
+-122.45,37.78,52.0,2686.0,606.0,1392.0,578.0,4.0,355300.0,NEAR BAY
+-122.46,37.78,47.0,1682.0,379.0,837.0,375.0,5.2806,400000.0,NEAR BAY
+-122.44,37.78,37.0,1235.0,314.0,481.0,297.0,3.6875,492300.0,NEAR BAY
+-122.44,37.78,52.0,3510.0,791.0,1703.0,657.0,2.8654,280000.0,NEAR BAY
+-122.44,37.78,44.0,1545.0,334.0,561.0,326.0,3.875,412500.0,NEAR BAY
+-122.45,37.78,43.0,1452.0,397.0,897.0,393.0,4.1319,322700.0,NEAR BAY
+-122.45,37.78,48.0,1013.0,194.0,464.0,205.0,3.2011,428300.0,NEAR BAY
+-122.45,37.78,52.0,2033.0,438.0,2198.0,418.0,3.6667,418400.0,NEAR BAY
+-122.44,37.78,16.0,883.0,236.0,601.0,219.0,2.151,146900.0,NEAR BAY
+-122.43,37.78,49.0,2246.0,587.0,1277.0,546.0,2.9792,350000.0,NEAR BAY
+-122.44,37.78,52.0,3017.0,851.0,1588.0,800.0,3.3882,471400.0,NEAR BAY
+-122.44,37.78,52.0,2747.0,736.0,1309.0,653.0,2.943,341700.0,NEAR BAY
+-122.44,37.78,52.0,1118.0,279.0,514.0,284.0,2.4196,346200.0,NEAR BAY
+-122.44,37.78,31.0,1364.0,386.0,707.0,379.0,3.1607,293800.0,NEAR BAY
+-122.43,37.78,26.0,3587.0,1034.0,1821.0,936.0,2.6392,287500.0,NEAR BAY
+-122.43,37.78,2.0,1205.0,468.0,577.0,363.0,3.6437,275000.0,NEAR BAY
+-122.42,37.78,19.0,4065.0,1645.0,2079.0,1470.0,3.1462,187500.0,NEAR BAY
+-122.42,37.78,17.0,1257.0,339.0,1093.0,384.0,1.8438,72500.0,NEAR BAY
+-122.43,37.78,17.0,2728.0,908.0,1670.0,893.0,1.077,115000.0,NEAR BAY
+-122.43,37.78,24.0,2037.0,696.0,1371.0,585.0,0.9355,112500.0,NEAR BAY
+-122.42,37.78,52.0,989.0,425.0,634.0,341.0,2.4414,275000.0,NEAR BAY
+-122.42,37.78,52.0,1254.0,469.0,895.0,456.0,2.1516,187500.0,NEAR BAY
+-122.43,37.78,29.0,1310.0,364.0,1009.0,379.0,1.3844,177500.0,NEAR BAY
+-122.43,37.78,52.0,1952.0,628.0,1284.0,576.0,2.105,316700.0,NEAR BAY
+-122.43,37.78,52.0,4014.0,1069.0,2070.0,927.0,2.8202,442900.0,NEAR BAY
+-122.43,37.77,52.0,3944.0,1072.0,1913.0,973.0,2.9567,425000.0,NEAR BAY
+-122.44,37.78,52.0,2911.0,753.0,1696.0,676.0,2.5721,475000.0,NEAR BAY
+-122.44,37.77,52.0,2705.0,647.0,1355.0,628.0,2.0161,364300.0,NEAR BAY
+-122.45,37.77,52.0,2339.0,548.0,1090.0,507.0,3.3679,350000.0,NEAR BAY
+-122.45,37.77,52.0,3188.0,708.0,1526.0,664.0,3.3068,500001.0,NEAR BAY
+-122.45,37.77,52.0,1722.0,465.0,885.0,437.0,3.0906,500001.0,NEAR BAY
+-122.44,37.77,52.0,3475.0,807.0,1518.0,777.0,3.6186,500001.0,NEAR BAY
+-122.45,37.77,52.0,2296.0,509.0,1039.0,472.0,4.1417,500000.0,NEAR BAY
+-122.45,37.77,52.0,2191.0,627.0,1100.0,585.0,3.0409,500000.0,NEAR BAY
+-122.45,37.77,52.0,2645.0,626.0,1275.0,553.0,3.35,492900.0,NEAR BAY
+-122.43,37.77,52.0,3563.0,832.0,1712.0,787.0,3.3702,335700.0,NEAR BAY
+-122.43,37.77,52.0,1760.0,366.0,742.0,318.0,4.445,400000.0,NEAR BAY
+-122.44,37.77,52.0,2002.0,520.0,939.0,501.0,3.2239,488900.0,NEAR BAY
+-122.44,37.77,52.0,2994.0,736.0,1428.0,700.0,3.0766,438900.0,NEAR BAY
+-122.42,37.77,52.0,1086.0,349.0,589.0,361.0,2.5186,250000.0,NEAR BAY
+-122.42,37.77,52.0,1925.0,568.0,867.0,515.0,2.879,450000.0,NEAR BAY
+-122.43,37.77,52.0,1567.0,482.0,654.0,425.0,2.6914,366700.0,NEAR BAY
+-122.43,37.77,52.0,2514.0,729.0,1428.0,597.0,2.3977,412500.0,NEAR BAY
+-122.43,37.77,52.0,2416.0,620.0,1188.0,591.0,2.3887,337500.0,NEAR BAY
+-122.43,37.77,52.0,1862.0,472.0,872.0,471.0,3.2981,222700.0,NEAR BAY
+-122.43,37.77,52.0,4397.0,1116.0,1939.0,1053.0,2.7587,354500.0,NEAR BAY
+-122.43,37.77,52.0,2685.0,629.0,1170.0,614.0,3.6894,418800.0,NEAR BAY
+-122.44,37.77,52.0,2537.0,559.0,849.0,530.0,5.1788,476900.0,NEAR BAY
+-122.44,37.77,52.0,5604.0,1268.0,2023.0,1196.0,4.4085,400000.0,NEAR BAY
+-122.44,37.76,38.0,2202.0,452.0,833.0,435.0,6.8939,455900.0,NEAR BAY
+-122.44,37.77,52.0,3225.0,667.0,1494.0,619.0,4.4875,500001.0,NEAR BAY
+-122.44,37.77,52.0,3505.0,745.0,1374.0,714.0,4.3667,500001.0,NEAR BAY
+-122.45,37.76,50.0,2518.0,507.0,979.0,516.0,4.6912,500001.0,NEAR BAY
+-122.45,37.76,52.0,1457.0,292.0,621.0,315.0,4.6477,450000.0,NEAR BAY
+-122.45,37.77,52.0,3095.0,682.0,1269.0,639.0,3.575,500001.0,NEAR BAY
+-122.45,37.77,52.0,3939.0,852.0,1737.0,797.0,4.5052,500001.0,NEAR BAY
+-122.41,37.78,52.0,1928.0,836.0,2124.0,739.0,1.1185,55000.0,NEAR BAY
+-122.41,37.78,52.0,1534.0,763.0,1520.0,614.0,1.4554,375000.0,NEAR BAY
+-122.41,37.78,52.0,254.0,72.0,153.0,29.0,3.8625,350000.0,NEAR BAY
+-122.41,37.77,52.0,361.0,76.0,168.0,55.0,3.2292,275000.0,NEAR BAY
+-122.41,37.77,52.0,1963.0,565.0,1628.0,524.0,2.6083,193800.0,NEAR BAY
+-122.4,37.78,32.0,352.0,132.0,313.0,105.0,2.5742,350000.0,NEAR BAY
+-122.41,37.77,52.0,849.0,276.0,582.0,222.0,3.4671,250000.0,NEAR BAY
+-122.41,37.78,52.0,1014.0,422.0,1055.0,382.0,1.8519,32500.0,NEAR BAY
+-122.39,37.78,3.0,3464.0,1179.0,1441.0,919.0,4.7105,275000.0,NEAR BAY
+-122.39,37.78,5.0,1405.0,515.0,725.0,392.0,3.6037,187500.0,NEAR BAY
+-122.39,37.79,52.0,94.0,24.0,113.0,27.0,4.6563,350000.0,NEAR BAY
+-122.37,37.81,26.0,5416.0,1045.0,4531.0,962.0,2.7909,250000.0,NEAR BAY
+-122.4,37.78,52.0,464.0,202.0,286.0,148.0,1.6125,112500.0,NEAR BAY
+-122.4,37.77,52.0,144.0,63.0,1061.0,68.0,4.3958,225000.0,NEAR BAY
+-122.42,37.77,52.0,759.0,323.0,421.0,255.0,2.0548,162500.0,NEAR BAY
+-122.42,37.77,52.0,1176.0,493.0,1136.0,436.0,1.375,312500.0,NEAR BAY
+-122.42,37.76,37.0,1291.0,588.0,1846.0,557.0,1.3365,225000.0,NEAR BAY
+-122.42,37.77,52.0,2185.0,656.0,1266.0,626.0,2.7794,350000.0,NEAR BAY
+-122.42,37.77,52.0,4226.0,1315.0,2619.0,1242.0,2.5755,325000.0,NEAR BAY
+-122.42,37.76,52.0,3587.0,1030.0,2259.0,979.0,2.5403,250000.0,NEAR BAY
+-122.43,37.77,52.0,2714.0,779.0,1438.0,733.0,3.6031,275000.0,NEAR BAY
+-122.43,37.76,52.0,1582.0,353.0,868.0,329.0,3.8261,250000.0,NEAR BAY
+-122.43,37.76,52.0,2250.0,566.0,1051.0,562.0,2.8458,350000.0,NEAR BAY
+-122.44,37.76,52.0,2959.0,683.0,1145.0,666.0,4.2222,361600.0,NEAR BAY
+-122.44,37.76,30.0,5089.0,1210.0,1935.0,1139.0,4.6053,386100.0,NEAR BAY
+-122.44,37.75,28.0,4930.0,1381.0,2232.0,1321.0,4.3232,316200.0,NEAR BAY
+-122.44,37.76,35.0,1581.0,422.0,580.0,388.0,4.05,423100.0,NEAR BAY
+-122.44,37.76,50.0,2589.0,569.0,945.0,544.0,5.2519,376600.0,NEAR BAY
+-122.45,37.76,51.0,2564.0,457.0,810.0,442.0,5.6235,500001.0,NEAR BAY
+-122.44,37.76,52.0,1968.0,472.0,784.0,430.0,3.3702,370000.0,NEAR BAY
+-122.44,37.76,52.0,2110.0,454.0,816.0,438.0,3.9079,370000.0,NEAR BAY
+-122.44,37.76,52.0,2509.0,496.0,855.0,478.0,5.0731,405400.0,NEAR BAY
+-122.43,37.76,52.0,3771.0,1017.0,1575.0,921.0,3.5655,427300.0,NEAR BAY
+-122.43,37.76,52.0,2242.0,459.0,751.0,464.0,4.75,500001.0,NEAR BAY
+-122.43,37.76,52.0,2356.0,501.0,909.0,481.0,4.2569,455400.0,NEAR BAY
+-122.43,37.76,52.0,3708.0,849.0,1531.0,822.0,3.3565,386400.0,NEAR BAY
+-122.42,37.76,52.0,4407.0,1192.0,2280.0,1076.0,3.3937,270000.0,NEAR BAY
+-122.42,37.76,52.0,4001.0,1084.0,2129.0,1037.0,3.5052,391200.0,NEAR BAY
+-122.42,37.76,52.0,2088.0,487.0,1082.0,488.0,2.6803,490000.0,NEAR BAY
+-122.42,37.76,52.0,1190.0,400.0,1270.0,332.0,2.0329,225000.0,NEAR BAY
+-122.42,37.76,52.0,2038.0,629.0,2007.0,596.0,2.5701,266700.0,NEAR BAY
+-122.42,37.76,52.0,1494.0,610.0,1630.0,590.0,1.65,265000.0,NEAR BAY
+-122.42,37.76,46.0,2150.0,817.0,2075.0,807.0,1.3824,212500.0,NEAR BAY
+-122.42,37.75,52.0,1855.0,611.0,1715.0,614.0,2.1289,250000.0,NEAR BAY
+-122.42,37.75,52.0,1207.0,302.0,1008.0,269.0,3.3816,262500.0,NEAR BAY
+-122.42,37.75,52.0,801.0,272.0,639.0,259.0,2.1971,275000.0,NEAR BAY
+-122.42,37.75,52.0,1609.0,510.0,1155.0,439.0,2.2328,250000.0,NEAR BAY
+-122.42,37.75,52.0,1974.0,525.0,935.0,465.0,2.7173,300000.0,NEAR BAY
+-122.42,37.75,52.0,2112.0,528.0,1227.0,513.0,3.5536,400000.0,NEAR BAY
+-122.42,37.75,52.0,2708.0,762.0,1460.0,741.0,2.9052,400000.0,NEAR BAY
+-122.42,37.75,52.0,1564.0,396.0,1162.0,374.0,3.0,275000.0,NEAR BAY
+-122.43,37.75,52.0,2700.0,595.0,1181.0,575.0,3.575,396800.0,NEAR BAY
+-122.43,37.75,52.0,1970.0,495.0,871.0,474.0,4.0625,355600.0,NEAR BAY
+-122.43,37.75,52.0,2459.0,507.0,1012.0,475.0,4.0568,387900.0,NEAR BAY
+-122.43,37.76,52.0,2332.0,434.0,861.0,406.0,4.4318,437500.0,NEAR BAY
+-122.43,37.75,52.0,2285.0,509.0,839.0,456.0,4.7946,355600.0,NEAR BAY
+-122.44,37.75,52.0,3114.0,637.0,1144.0,591.0,4.0,375000.0,NEAR BAY
+-122.44,37.75,52.0,2082.0,425.0,801.0,411.0,4.2708,368900.0,NEAR BAY
+-122.43,37.75,52.0,2721.0,581.0,1043.0,519.0,3.7545,383700.0,NEAR BAY
+-122.44,37.75,46.0,1519.0,291.0,573.0,289.0,4.2667,338800.0,NEAR BAY
+-122.44,37.75,52.0,1573.0,334.0,725.0,338.0,5.0505,380400.0,NEAR BAY
+-122.43,37.75,52.0,1615.0,393.0,633.0,378.0,3.5114,347500.0,NEAR BAY
+-122.43,37.75,52.0,3521.0,767.0,1415.0,687.0,4.875,362200.0,NEAR BAY
+-122.43,37.75,52.0,2960.0,623.0,1191.0,589.0,3.95,347700.0,NEAR BAY
+-122.42,37.75,52.0,2164.0,533.0,1122.0,469.0,3.2632,306000.0,NEAR BAY
+-122.42,37.74,52.0,2713.0,624.0,1370.0,594.0,4.6547,325700.0,NEAR BAY
+-122.42,37.74,52.0,1786.0,427.0,856.0,394.0,3.0833,328100.0,NEAR BAY
+-122.43,37.74,52.0,2229.0,498.0,1079.0,472.0,5.0196,324300.0,NEAR BAY
+-122.43,37.75,52.0,2155.0,468.0,962.0,490.0,3.775,325900.0,NEAR BAY
+-122.43,37.75,40.0,4850.0,977.0,1824.0,952.0,5.0519,356100.0,NEAR BAY
+-122.44,37.75,21.0,5457.0,1247.0,2304.0,1180.0,4.5469,409700.0,NEAR BAY
+-122.44,37.74,23.0,6291.0,1269.0,2818.0,1198.0,4.2672,391900.0,NEAR BAY
+-122.44,37.74,52.0,2074.0,366.0,909.0,394.0,4.8382,294900.0,NEAR BAY
+-122.44,37.74,23.0,184.0,44.0,118.0,40.0,4.5375,350000.0,NEAR BAY
+-122.43,37.74,52.0,3328.0,653.0,1260.0,614.0,4.7437,331000.0,NEAR BAY
+-122.43,37.74,52.0,2637.0,539.0,1159.0,497.0,3.8846,333100.0,NEAR BAY
+-122.43,37.74,52.0,1514.0,314.0,724.0,301.0,5.3292,300900.0,NEAR BAY
+-122.43,37.73,52.0,1142.0,224.0,494.0,206.0,5.0602,298900.0,NEAR BAY
+-122.43,37.73,52.0,1029.0,205.0,461.0,212.0,5.0782,310800.0,NEAR BAY
+-122.38,37.76,52.0,248.0,68.0,124.0,51.0,1.4886,450000.0,NEAR BAY
+-122.39,37.76,52.0,624.0,170.0,410.0,148.0,4.0042,208300.0,NEAR BAY
+-122.39,37.76,52.0,157.0,28.0,88.0,27.0,3.675,162500.0,NEAR BAY
+-122.39,37.76,52.0,1877.0,427.0,712.0,398.0,3.9722,290900.0,NEAR BAY
+-122.39,37.76,52.0,2316.0,468.0,1047.0,476.0,4.5057,321600.0,NEAR BAY
+-122.39,37.76,52.0,3390.0,691.0,1645.0,596.0,3.7051,253700.0,NEAR BAY
+-122.4,37.75,44.0,6848.0,1584.0,3269.0,1383.0,2.8679,243300.0,NEAR BAY
+-122.4,37.76,52.0,4265.0,912.0,1555.0,836.0,4.119,298300.0,NEAR BAY
+-122.4,37.76,52.0,1495.0,311.0,506.0,275.0,4.4375,320000.0,NEAR BAY
+-122.4,37.76,52.0,1185.0,246.0,480.0,253.0,4.4074,277300.0,NEAR BAY
+-122.41,37.76,52.0,1427.0,281.0,620.0,236.0,1.9944,262500.0,NEAR BAY
+-122.4,37.76,52.0,1529.0,385.0,1347.0,348.0,2.9312,239100.0,NEAR BAY
+-122.41,37.76,52.0,3452.0,784.0,2987.0,753.0,2.8135,260300.0,NEAR BAY
+-122.41,37.76,52.0,2064.0,496.0,1726.0,466.0,3.4028,233300.0,NEAR BAY
+-122.41,37.76,52.0,492.0,139.0,316.0,168.0,3.0865,225000.0,NEAR BAY
+-122.41,37.76,52.0,351.0,81.0,308.0,75.0,2.6667,325000.0,NEAR BAY
+-122.41,37.76,52.0,2479.0,515.0,1816.0,496.0,3.0774,300000.0,NEAR BAY
+-122.41,37.76,52.0,2605.0,678.0,2071.0,611.0,3.2964,265000.0,NEAR BAY
+-122.4,37.75,52.0,1182.0,307.0,1029.0,306.0,2.0577,214600.0,NEAR BAY
+-122.41,37.75,52.0,1057.0,276.0,837.0,292.0,2.4531,229000.0,NEAR BAY
+-122.41,37.75,52.0,1919.0,404.0,1483.0,421.0,3.4063,253900.0,NEAR BAY
+-122.41,37.75,52.0,1892.0,415.0,1442.0,371.0,4.2891,230000.0,NEAR BAY
+-122.41,37.75,52.0,1678.0,386.0,1220.0,357.0,2.5809,255300.0,NEAR BAY
+-122.41,37.75,52.0,2164.0,606.0,2034.0,513.0,2.0325,178100.0,NEAR BAY
+-122.41,37.75,52.0,2452.0,623.0,1932.0,549.0,2.3903,236100.0,NEAR BAY
+-122.41,37.75,9.0,1282.0,334.0,1176.0,305.0,2.6538,206300.0,NEAR BAY
+-122.39,37.74,42.0,4110.0,846.0,2147.0,674.0,2.5694,201000.0,NEAR BAY
+-122.39,37.73,43.0,4864.0,972.0,3134.0,959.0,4.3393,217300.0,NEAR BAY
+-122.4,37.73,45.0,3490.0,712.0,2337.0,781.0,3.4472,225400.0,NEAR BAY
+-122.4,37.74,45.0,2462.0,509.0,1587.0,450.0,2.59,211800.0,NEAR BAY
+-122.38,37.73,18.0,4037.0,990.0,2722.0,834.0,1.4282,140400.0,NEAR BAY
+-122.38,37.73,15.0,6804.0,1664.0,4737.0,1581.0,1.4133,203400.0,NEAR BAY
+-122.39,37.74,45.0,1462.0,308.0,924.0,302.0,2.1767,185300.0,NEAR BAY
+-122.38,37.73,20.0,120.0,27.0,55.0,19.0,2.625,187500.0,NEAR BAY
+-122.38,37.73,40.0,543.0,,259.0,89.0,2.2167,193800.0,NEAR BAY
+-122.38,37.73,38.0,1388.0,276.0,871.0,265.0,2.1667,193800.0,NEAR BAY
+-122.39,37.73,46.0,1517.0,299.0,879.0,309.0,2.2222,195100.0,NEAR BAY
+-122.39,37.73,52.0,1931.0,329.0,1025.0,293.0,2.9063,192000.0,NEAR BAY
+-122.39,37.73,52.0,1070.0,224.0,567.0,207.0,2.8603,189000.0,NEAR BAY
+-122.4,37.73,48.0,1489.0,326.0,1115.0,356.0,2.6364,199300.0,NEAR BAY
+-122.39,37.72,28.0,1609.0,340.0,1064.0,290.0,1.1125,206300.0,NEAR BAY
+-122.39,37.72,45.0,2893.0,570.0,1923.0,535.0,3.6607,192300.0,NEAR BAY
+-122.39,37.72,52.0,135.0,34.0,93.0,26.0,2.1484,181300.0,NEAR BAY
+-122.41,37.75,52.0,3065.0,622.0,1405.0,606.0,3.7813,275900.0,NEAR BAY
+-122.41,37.74,38.0,1754.0,382.0,928.0,354.0,4.1417,270800.0,NEAR BAY
+-122.41,37.74,34.0,1403.0,262.0,839.0,255.0,4.7031,255200.0,NEAR BAY
+-122.41,37.75,52.0,2524.0,559.0,1430.0,476.0,3.4073,254700.0,NEAR BAY
+-122.41,37.75,52.0,2515.0,576.0,1209.0,540.0,3.5912,284900.0,NEAR BAY
+-122.41,37.74,48.0,409.0,86.0,148.0,70.0,3.6687,335000.0,NEAR BAY
+-122.41,37.74,52.0,831.0,175.0,415.0,159.0,1.9464,249000.0,NEAR BAY
+-122.41,37.74,52.0,1842.0,339.0,1032.0,357.0,5.5563,250800.0,NEAR BAY
+-122.42,37.74,52.0,2019.0,418.0,999.0,448.0,4.2212,271300.0,NEAR BAY
+-122.42,37.74,52.0,1916.0,432.0,889.0,424.0,4.0391,279900.0,NEAR BAY
+-122.42,37.74,52.0,1674.0,346.0,734.0,335.0,3.8864,281300.0,NEAR BAY
+-122.42,37.74,52.0,1271.0,353.0,1076.0,324.0,2.9911,263900.0,NEAR BAY
+-122.42,37.75,52.0,2163.0,607.0,1447.0,546.0,3.3555,275000.0,NEAR BAY
+-122.41,37.74,43.0,1663.0,330.0,935.0,335.0,4.1552,240900.0,NEAR BAY
+-122.41,37.74,47.0,1728.0,398.0,1178.0,315.0,3.2813,229600.0,NEAR BAY
+-122.41,37.74,52.0,2058.0,399.0,1208.0,399.0,3.6429,230000.0,NEAR BAY
+-122.42,37.73,50.0,3426.0,769.0,2261.0,671.0,2.888,246400.0,NEAR BAY
+-122.42,37.74,52.0,1651.0,351.0,973.0,366.0,3.4583,240900.0,NEAR BAY
+-122.42,37.74,52.0,2084.0,550.0,1438.0,516.0,2.3087,258600.0,NEAR BAY
+-122.42,37.74,52.0,1540.0,370.0,1136.0,363.0,4.3125,243000.0,NEAR BAY
+-122.42,37.73,52.0,3230.0,654.0,1765.0,611.0,3.3333,292300.0,NEAR BAY
+-122.43,37.73,52.0,1583.0,347.0,935.0,341.0,4.6786,263200.0,NEAR BAY
+-122.43,37.73,49.0,1435.0,322.0,1008.0,329.0,4.0,264000.0,NEAR BAY
+-122.43,37.73,52.0,1386.0,276.0,729.0,274.0,3.6694,275500.0,NEAR BAY
+-122.43,37.72,48.0,1289.0,280.0,782.0,235.0,3.6719,259800.0,NEAR BAY
+-122.44,37.72,52.0,1775.0,347.0,1102.0,367.0,4.3125,267200.0,NEAR BAY
+-122.44,37.73,52.0,2381.0,492.0,1485.0,447.0,4.3898,270000.0,NEAR BAY
+-122.44,37.73,52.0,866.0,205.0,587.0,171.0,5.0224,261900.0,NEAR BAY
+-122.42,37.73,46.0,1819.0,411.0,1534.0,406.0,4.0132,229400.0,NEAR BAY
+-122.42,37.73,35.0,1871.0,342.0,1055.0,310.0,4.625,279300.0,NEAR BAY
+-122.42,37.73,35.0,1791.0,322.0,988.0,304.0,4.5769,254500.0,NEAR BAY
+-122.43,37.73,52.0,1985.0,401.0,1337.0,424.0,4.1071,240900.0,NEAR BAY
+-122.41,37.73,42.0,2604.0,573.0,1703.0,507.0,3.4231,230200.0,NEAR BAY
+-122.4,37.73,50.0,1947.0,411.0,1170.0,384.0,3.4769,238700.0,NEAR BAY
+-122.4,37.73,42.0,1413.0,406.0,1027.0,362.0,2.3625,233000.0,NEAR BAY
+-122.41,37.73,52.0,1931.0,358.0,1092.0,356.0,3.7835,271300.0,NEAR BAY
+-122.41,37.73,41.0,2115.0,378.0,1168.0,365.0,4.0642,272500.0,NEAR BAY
+-122.42,37.73,48.0,1474.0,308.0,998.0,330.0,4.0781,250300.0,NEAR BAY
+-122.4,37.72,47.0,1465.0,306.0,1119.0,315.0,4.2672,219400.0,NEAR BAY
+-122.4,37.72,37.0,971.0,248.0,647.0,208.0,2.1187,239300.0,NEAR BAY
+-122.41,37.73,33.0,2789.0,567.0,1682.0,552.0,3.8643,276200.0,NEAR BAY
+-122.41,37.72,35.0,2104.0,434.0,1225.0,410.0,4.8214,242900.0,NEAR BAY
+-122.41,37.72,32.0,1650.0,316.0,904.0,295.0,4.0583,236200.0,NEAR BAY
+-122.42,37.72,37.0,2638.0,546.0,1789.0,521.0,4.0071,244700.0,NEAR BAY
+-122.43,37.72,50.0,2912.0,562.0,1989.0,537.0,3.6667,252600.0,NEAR BAY
+-122.43,37.72,49.0,3427.0,696.0,2363.0,661.0,3.6885,254000.0,NEAR BAY
+-122.43,37.72,52.0,2206.0,478.0,1583.0,456.0,3.7105,250500.0,NEAR BAY
+-122.44,37.72,52.0,2890.0,571.0,1769.0,541.0,3.8274,252000.0,NEAR BAY
+-122.43,37.72,52.0,3351.0,719.0,2101.0,706.0,3.0107,242000.0,NEAR BAY
+-122.43,37.73,52.0,3602.0,738.0,2270.0,647.0,3.8934,251800.0,NEAR BAY
+-122.43,37.73,52.0,1494.0,306.0,1463.0,360.0,3.1786,222600.0,NEAR BAY
+-122.44,37.72,49.0,1557.0,405.0,1173.0,385.0,3.4605,265000.0,NEAR BAY
+-122.44,37.72,48.0,2675.0,585.0,1773.0,540.0,3.9565,268500.0,NEAR BAY
+-122.45,37.72,52.0,1729.0,319.0,890.0,300.0,4.3036,261800.0,NEAR BAY
+-122.44,37.72,52.0,1380.0,272.0,847.0,284.0,3.7143,260000.0,NEAR BAY
+-122.45,37.71,46.0,2559.0,506.0,1562.0,498.0,4.3846,270600.0,NEAR OCEAN
+-122.45,37.71,52.0,1658.0,322.0,1086.0,326.0,3.8583,261600.0,NEAR OCEAN
+-122.45,37.71,41.0,1578.0,351.0,1159.0,299.0,3.9167,243600.0,NEAR OCEAN
+-122.46,37.71,52.0,1580.0,337.0,1425.0,330.0,4.0547,246200.0,NEAR OCEAN
+-122.46,37.71,47.0,1527.0,283.0,1102.0,282.0,4.0,231600.0,NEAR OCEAN
+-122.43,37.71,35.0,2878.0,564.0,1633.0,528.0,4.5,266900.0,NEAR BAY
+-122.43,37.71,52.0,1508.0,278.0,1138.0,304.0,4.0234,266500.0,NEAR BAY
+-122.43,37.71,52.0,1410.0,286.0,879.0,282.0,3.1908,255600.0,NEAR BAY
+-122.44,37.72,52.0,1507.0,282.0,929.0,281.0,3.8958,247700.0,NEAR BAY
+-122.44,37.71,52.0,2711.0,591.0,1848.0,524.0,3.9567,251500.0,NEAR BAY
+-122.44,37.71,46.0,1230.0,247.0,895.0,257.0,5.3913,248900.0,NEAR BAY
+-122.44,37.71,31.0,2370.0,441.0,1524.0,470.0,5.0201,264100.0,NEAR BAY
+-122.45,37.71,34.0,3131.0,669.0,2204.0,600.0,3.5536,251000.0,NEAR OCEAN
+-122.4,37.72,40.0,1948.0,413.0,1434.0,396.0,3.0313,219100.0,NEAR BAY
+-122.4,37.71,40.0,1883.0,397.0,1411.0,438.0,3.0469,238000.0,NEAR BAY
+-122.41,37.71,47.0,2289.0,481.0,1697.0,465.0,3.4773,226300.0,NEAR BAY
+-122.41,37.71,28.0,5015.0,1240.0,3900.0,1029.0,1.2269,181900.0,NEAR BAY
+-122.41,37.71,40.0,2054.0,433.0,1738.0,429.0,4.9926,213900.0,NEAR BAY
+-122.41,37.71,49.0,1852.0,429.0,1615.0,447.0,3.495,217800.0,NEAR BAY
+-122.4,37.72,41.0,1975.0,440.0,1528.0,424.0,3.8625,218300.0,NEAR BAY
+-122.4,37.72,47.0,1167.0,250.0,953.0,253.0,4.2727,241900.0,NEAR BAY
+-122.45,37.77,52.0,2602.0,,1330.0,647.0,3.5435,278600.0,NEAR BAY
+-122.46,37.76,52.0,2236.0,545.0,1186.0,532.0,3.4531,414300.0,NEAR BAY
+-122.46,37.77,52.0,1824.0,388.0,799.0,363.0,3.75,435700.0,NEAR BAY
+-122.46,37.76,52.0,1817.0,449.0,948.0,380.0,3.93,390000.0,NEAR BAY
+-122.45,37.76,31.0,5283.0,1330.0,2659.0,1269.0,3.5744,500000.0,NEAR BAY
+-122.46,37.76,28.0,1072.0,165.0,363.0,168.0,6.1636,367700.0,NEAR BAY
+-122.46,37.75,26.0,2192.0,438.0,954.0,456.0,4.5352,374200.0,NEAR BAY
+-122.47,37.76,52.0,2941.0,783.0,1545.0,726.0,2.9899,406500.0,NEAR BAY
+-122.47,37.76,52.0,2680.0,740.0,1587.0,713.0,2.5933,359600.0,NEAR BAY
+-122.47,37.76,49.0,2842.0,670.0,1396.0,648.0,3.2679,345700.0,NEAR BAY
+-122.47,37.76,52.0,2465.0,489.0,1170.0,498.0,4.0793,306700.0,NEAR BAY
+-122.47,37.76,48.0,2064.0,484.0,1055.0,467.0,2.8711,329600.0,NEAR BAY
+-122.47,37.76,40.0,3525.0,941.0,1675.0,857.0,3.2083,330000.0,NEAR BAY
+-122.47,37.76,52.0,4001.0,809.0,1886.0,756.0,3.3239,350000.0,NEAR BAY
+-122.47,37.76,39.0,3200.0,689.0,1391.0,618.0,3.6346,338000.0,NEAR BAY
+-122.47,37.75,45.0,2399.0,426.0,911.0,423.0,4.4312,361000.0,NEAR BAY
+-122.47,37.75,51.0,2413.0,431.0,1095.0,437.0,4.0089,357000.0,NEAR BAY
+-122.47,37.75,49.0,2747.0,472.0,1281.0,448.0,5.482,366300.0,NEAR BAY
+-122.47,37.76,34.0,2807.0,487.0,1152.0,445.0,5.1893,420300.0,NEAR BAY
+-122.47,37.76,48.0,2464.0,459.0,1179.0,458.0,4.4946,358600.0,NEAR BAY
+-122.46,37.75,52.0,1590.0,236.0,622.0,232.0,5.8151,500001.0,NEAR BAY
+-122.46,37.75,52.0,1207.0,152.0,465.0,162.0,10.7569,500001.0,NEAR BAY
+-122.47,37.75,51.0,2713.0,396.0,1090.0,401.0,9.3603,500001.0,NEAR BAY
+-122.47,37.75,46.0,3238.0,544.0,1293.0,470.0,6.1592,381700.0,NEAR BAY
+-122.47,37.75,52.0,1598.0,285.0,689.0,265.0,4.6071,337400.0,NEAR BAY
+-122.47,37.74,52.0,1538.0,305.0,819.0,319.0,4.0846,333600.0,NEAR BAY
+-122.45,37.75,36.0,2303.0,381.0,862.0,371.0,6.0274,349000.0,NEAR BAY
+-122.45,37.75,36.0,1997.0,356.0,772.0,348.0,4.95,322600.0,NEAR BAY
+-122.45,37.75,35.0,1363.0,302.0,1786.0,301.0,3.0804,313400.0,NEAR BAY
+-122.46,37.75,52.0,1849.0,287.0,695.0,258.0,6.5372,394000.0,NEAR BAY
+-122.45,37.74,52.0,1596.0,276.0,642.0,273.0,4.375,349500.0,NEAR BAY
+-122.46,37.74,51.0,1905.0,291.0,707.0,284.0,6.2561,431000.0,NEAR BAY
+-122.45,37.74,46.0,6429.0,1093.0,2535.0,1109.0,5.0887,335100.0,NEAR BAY
+-122.44,37.73,43.0,3700.0,684.0,1488.0,623.0,5.5622,313600.0,NEAR BAY
+-122.45,37.74,38.0,5688.0,930.0,2263.0,908.0,6.203,346800.0,NEAR BAY
+-122.46,37.74,52.0,2180.0,326.0,856.0,326.0,5.3961,416900.0,NEAR BAY
+-122.46,37.74,52.0,2053.0,281.0,791.0,287.0,10.959,500001.0,NEAR BAY
+-122.47,37.74,52.0,2055.0,265.0,735.0,252.0,8.1189,500001.0,NEAR BAY
+-122.47,37.74,52.0,3797.0,668.0,1633.0,658.0,5.6787,363600.0,NEAR BAY
+-122.47,37.74,52.0,3688.0,640.0,1605.0,567.0,4.9537,365600.0,NEAR BAY
+-122.46,37.73,52.0,2673.0,349.0,876.0,338.0,7.8476,500001.0,NEAR BAY
+-122.46,37.73,52.0,3547.0,506.0,1276.0,491.0,8.0069,426800.0,NEAR BAY
+-122.46,37.72,52.0,2951.0,406.0,1115.0,397.0,6.7228,405200.0,NEAR OCEAN
+-122.47,37.73,52.0,2134.0,277.0,936.0,285.0,5.9245,484600.0,NEAR OCEAN
+-122.47,37.73,52.0,2151.0,280.0,762.0,274.0,10.7309,500001.0,NEAR OCEAN
+-122.47,37.73,50.0,1653.0,252.0,641.0,224.0,10.6605,500001.0,NEAR OCEAN
+-122.47,37.72,46.0,1836.0,319.0,767.0,302.0,5.9114,399000.0,NEAR OCEAN
+-122.46,37.73,52.0,2401.0,346.0,812.0,328.0,6.8322,394100.0,NEAR BAY
+-122.45,37.73,52.0,2510.0,438.0,1153.0,407.0,5.1238,335100.0,NEAR BAY
+-122.46,37.73,52.0,2857.0,469.0,1431.0,496.0,5.2088,344200.0,NEAR BAY
+-122.44,37.73,39.0,1912.0,,970.0,406.0,4.7813,275500.0,NEAR BAY
+-122.44,37.73,52.0,2838.0,567.0,1411.0,526.0,3.8304,261400.0,NEAR BAY
+-122.45,37.73,52.0,1350.0,241.0,752.0,246.0,3.2448,266200.0,NEAR BAY
+-122.45,37.73,52.0,2035.0,424.0,1193.0,430.0,5.0634,264200.0,NEAR BAY
+-122.44,37.73,46.0,3581.0,758.0,1670.0,703.0,4.1932,269200.0,NEAR BAY
+-122.45,37.72,52.0,982.0,197.0,653.0,171.0,4.2167,231900.0,NEAR BAY
+-122.45,37.72,46.0,1406.0,235.0,771.0,239.0,4.7143,219300.0,NEAR BAY
+-122.45,37.72,47.0,1773.0,345.0,1083.0,315.0,4.475,221200.0,NEAR BAY
+-122.45,37.72,51.0,2690.0,554.0,1795.0,539.0,3.6581,225000.0,NEAR BAY
+-122.46,37.72,47.0,1723.0,389.0,1216.0,399.0,3.3208,238600.0,NEAR OCEAN
+-122.46,37.72,49.0,1207.0,255.0,658.0,220.0,4.0859,228600.0,NEAR OCEAN
+-122.46,37.72,48.0,1690.0,339.0,962.0,317.0,3.2875,221500.0,NEAR OCEAN
+-122.46,37.72,45.0,2399.0,419.0,1225.0,399.0,4.0855,244100.0,NEAR OCEAN
+-122.46,37.72,39.0,2254.0,,1388.0,404.0,2.9688,232000.0,NEAR OCEAN
+-122.47,37.71,44.0,2547.0,511.0,1577.0,516.0,4.1939,237900.0,NEAR OCEAN
+-122.47,37.71,42.0,1961.0,427.0,1211.0,409.0,3.5156,239400.0,NEAR OCEAN
+-122.47,37.72,43.0,968.0,199.0,434.0,162.0,2.5333,239300.0,NEAR OCEAN
+-122.47,37.72,46.0,1453.0,306.0,817.0,310.0,3.0,246700.0,NEAR OCEAN
+-122.47,37.72,49.0,1690.0,307.0,770.0,294.0,4.5913,259700.0,NEAR OCEAN
+-122.45,37.72,45.0,964.0,173.0,613.0,201.0,2.9119,228900.0,NEAR BAY
+-122.45,37.71,45.0,2253.0,431.0,1382.0,392.0,4.2562,221600.0,NEAR OCEAN
+-122.46,37.71,52.0,1642.0,351.0,1138.0,340.0,4.1406,219500.0,NEAR OCEAN
+-122.46,37.71,49.0,1711.0,348.0,1138.0,325.0,2.875,225000.0,NEAR OCEAN
+-122.46,37.72,37.0,1833.0,388.0,1093.0,363.0,3.0703,211800.0,NEAR OCEAN
+-122.48,37.76,48.0,2660.0,616.0,1491.0,602.0,3.9758,348600.0,NEAR BAY
+-122.48,37.76,48.0,2304.0,558.0,1273.0,512.0,3.275,332100.0,NEAR BAY
+-122.48,37.76,52.0,2684.0,574.0,1395.0,549.0,3.9097,323800.0,NEAR BAY
+-122.48,37.76,50.0,2236.0,484.0,1171.0,467.0,4.0977,322100.0,NEAR BAY
+-122.48,37.76,52.0,1845.0,336.0,1015.0,337.0,4.1397,331300.0,NEAR BAY
+-122.48,37.76,52.0,3260.0,653.0,1594.0,632.0,4.4094,336100.0,NEAR BAY
+-122.49,37.76,52.0,1382.0,230.0,708.0,279.0,5.8096,339800.0,NEAR BAY
+-122.49,37.76,52.0,2564.0,502.0,1092.0,459.0,3.5302,329600.0,NEAR BAY
+-122.49,37.76,52.0,2245.0,425.0,1091.0,409.0,3.5909,331200.0,NEAR BAY
+-122.49,37.76,52.0,1792.0,305.0,782.0,287.0,4.0391,332700.0,NEAR BAY
+-122.49,37.76,48.0,1351.0,270.0,650.0,265.0,3.5278,339800.0,NEAR BAY
+-122.49,37.76,49.0,1724.0,295.0,795.0,297.0,4.3977,353600.0,NEAR BAY
+-122.49,37.76,49.0,1637.0,304.0,729.0,281.0,4.3281,323100.0,NEAR BAY
+-122.48,37.75,51.0,2095.0,410.0,1126.0,429.0,4.4,318400.0,NEAR BAY
+-122.48,37.75,52.0,2515.0,494.0,1583.0,477.0,4.3393,317600.0,NEAR BAY
+-122.48,37.74,52.0,2453.0,508.0,1056.0,453.0,3.6859,311800.0,NEAR OCEAN
+-122.48,37.75,49.0,2203.0,407.0,1052.0,405.0,4.4375,329200.0,NEAR BAY
+-122.48,37.75,48.0,2555.0,548.0,1285.0,482.0,3.7734,314700.0,NEAR BAY
+-122.48,37.75,52.0,2074.0,401.0,1136.0,409.0,4.7703,331000.0,NEAR BAY
+-122.49,37.75,48.0,2181.0,419.0,1041.0,379.0,3.7361,320200.0,NEAR OCEAN
+-122.49,37.75,47.0,2140.0,425.0,1105.0,401.0,3.7054,308500.0,NEAR OCEAN
+-122.49,37.75,45.0,2341.0,461.0,1092.0,438.0,4.8036,297800.0,NEAR OCEAN
+-122.49,37.75,43.0,2044.0,393.0,979.0,378.0,3.9205,319100.0,NEAR OCEAN
+-122.49,37.75,48.0,2387.0,424.0,1041.0,408.0,3.7562,321200.0,NEAR OCEAN
+-122.49,37.75,52.0,2226.0,385.0,1177.0,416.0,4.8516,323800.0,NEAR OCEAN
+-122.49,37.74,52.0,2189.0,433.0,1147.0,420.0,3.4583,321300.0,NEAR OCEAN
+-122.48,37.74,52.0,2285.0,435.0,1211.0,442.0,4.0208,323100.0,NEAR OCEAN
+-122.48,37.74,52.0,2166.0,423.0,1072.0,370.0,4.131,314300.0,NEAR OCEAN
+-122.48,37.74,52.0,2841.0,517.0,1372.0,517.0,3.9236,335000.0,NEAR OCEAN
+-122.49,37.73,48.0,1190.0,182.0,497.0,199.0,6.2642,438500.0,NEAR OCEAN
+-122.49,37.74,48.0,1186.0,213.0,487.0,207.0,3.8333,340800.0,NEAR OCEAN
+-122.49,37.74,52.0,2442.0,449.0,1188.0,436.0,4.3909,317700.0,NEAR OCEAN
+-122.49,37.74,52.0,2302.0,457.0,1154.0,424.0,4.5744,315200.0,NEAR OCEAN
+-122.48,37.73,52.0,1597.0,240.0,566.0,231.0,5.1681,500001.0,NEAR OCEAN
+-122.48,37.73,47.0,2382.0,392.0,867.0,376.0,5.2598,371500.0,NEAR OCEAN
+-122.49,37.73,39.0,1937.0,336.0,742.0,307.0,5.1991,369400.0,NEAR OCEAN
+-122.49,37.73,37.0,1399.0,224.0,530.0,235.0,3.9219,433300.0,NEAR OCEAN
+-122.49,37.73,36.0,1821.0,292.0,742.0,298.0,5.6204,406200.0,NEAR OCEAN
+-122.48,37.73,38.0,3195.0,828.0,2410.0,778.0,3.1359,350000.0,NEAR OCEAN
+-122.47,37.72,47.0,1176.0,286.0,564.0,258.0,3.2059,350000.0,NEAR OCEAN
+-122.48,37.71,43.0,3850.0,1018.0,1497.0,829.0,3.5296,400000.0,NEAR OCEAN
+-122.48,37.72,45.0,1405.0,338.0,733.0,342.0,4.1116,187500.0,NEAR OCEAN
+-122.48,37.72,46.0,2403.0,638.0,1281.0,603.0,3.2321,112500.0,NEAR OCEAN
+-122.5,37.76,52.0,2018.0,422.0,1142.0,463.0,3.7083,307700.0,NEAR OCEAN
+-122.5,37.76,43.0,2108.0,456.0,1299.0,447.0,3.1406,316200.0,NEAR OCEAN
+-122.5,37.76,50.0,1993.0,410.0,1009.0,374.0,3.9464,295600.0,NEAR OCEAN
+-122.5,37.76,48.0,1408.0,295.0,891.0,269.0,3.8333,296300.0,NEAR OCEAN
+-122.5,37.76,46.0,1491.0,285.0,841.0,306.0,4.5329,278800.0,NEAR OCEAN
+-122.5,37.75,45.0,1672.0,344.0,838.0,314.0,4.1419,291500.0,NEAR OCEAN
+-122.5,37.75,43.0,2373.0,481.0,1247.0,454.0,4.0985,283200.0,NEAR OCEAN
+-122.51,37.76,43.0,2345.0,624.0,1439.0,614.0,2.8448,268900.0,NEAR OCEAN
+-122.51,37.76,43.0,2527.0,619.0,1332.0,558.0,3.0465,274200.0,NEAR OCEAN
+-122.51,37.76,40.0,2320.0,562.0,1499.0,521.0,3.2792,260800.0,NEAR OCEAN
+-122.5,37.76,46.0,2226.0,480.0,1272.0,468.0,4.2644,284100.0,NEAR OCEAN
+-122.5,37.76,45.0,1673.0,377.0,1078.0,393.0,3.3393,272300.0,NEAR OCEAN
+-122.5,37.75,45.0,1620.0,,941.0,328.0,4.3859,270200.0,NEAR OCEAN
+-122.5,37.75,44.0,1819.0,,1137.0,354.0,3.4919,271800.0,NEAR OCEAN
+-122.54,37.76,45.0,1592.0,325.0,920.0,322.0,3.96,272200.0,NEAR OCEAN
+-122.5,37.75,44.0,1739.0,343.0,872.0,330.0,2.9632,286300.0,NEAR OCEAN
+-122.5,37.74,40.0,2310.0,445.0,1266.0,490.0,3.7969,297800.0,NEAR OCEAN
+-122.5,37.74,45.0,1771.0,349.0,1098.0,342.0,3.7552,296600.0,NEAR OCEAN
+-122.49,37.74,44.0,1472.0,275.0,820.0,310.0,5.6826,300000.0,NEAR OCEAN
+-122.5,37.74,44.0,2374.0,496.0,1087.0,426.0,3.5,275700.0,NEAR OCEAN
+-122.5,37.74,44.0,2527.0,518.0,1434.0,444.0,3.875,275700.0,NEAR OCEAN
+-122.5,37.75,46.0,2298.0,457.0,1429.0,477.0,4.0217,272400.0,NEAR OCEAN
+-122.5,37.74,44.0,2792.0,615.0,1640.0,579.0,4.0625,272800.0,NEAR OCEAN
+-122.5,37.74,42.0,1667.0,395.0,1041.0,387.0,3.9583,273700.0,NEAR OCEAN
+-122.5,37.74,44.0,2082.0,470.0,1154.0,403.0,4.3611,268100.0,NEAR OCEAN
+-122.54,37.74,42.0,2006.0,415.0,1230.0,435.0,4.1786,271100.0,NEAR OCEAN
+-122.46,37.79,52.0,2005.0,359.0,847.0,356.0,4.1029,500001.0,NEAR BAY
+-122.46,37.78,52.0,2165.0,580.0,1067.0,530.0,2.9293,350000.0,NEAR BAY
+-122.46,37.78,52.0,2594.0,622.0,1421.0,593.0,3.0265,350000.0,NEAR BAY
+-122.46,37.79,52.0,2059.0,416.0,999.0,402.0,3.7419,500001.0,NEAR BAY
+-122.46,37.78,52.0,3429.0,773.0,1584.0,696.0,3.7887,500001.0,NEAR BAY
+-122.47,37.78,51.0,1485.0,386.0,880.0,385.0,2.7431,307100.0,NEAR BAY
+-122.47,37.78,52.0,2635.0,587.0,1302.0,577.0,3.7292,416700.0,NEAR BAY
+-122.47,37.79,52.0,2844.0,623.0,1380.0,596.0,4.75,500001.0,NEAR BAY
+-122.47,37.79,52.0,437.0,105.0,194.0,87.0,2.8125,500001.0,NEAR BAY
+-122.47,37.79,52.0,2383.0,477.0,990.0,464.0,3.9688,483300.0,NEAR BAY
+-122.47,37.78,52.0,2388.0,507.0,1078.0,494.0,3.5221,443300.0,NEAR BAY
+-122.47,37.78,52.0,1941.0,436.0,955.0,425.0,4.1339,396400.0,NEAR BAY
+-122.48,37.78,48.0,2835.0,728.0,1674.0,684.0,3.129,375000.0,NEAR BAY
+-122.48,37.79,52.0,4683.0,1055.0,2246.0,975.0,4.1148,457800.0,NEAR BAY
+-122.48,37.78,44.0,3371.0,794.0,1738.0,753.0,3.1653,335300.0,NEAR BAY
+-122.49,37.78,32.0,3028.0,815.0,1704.0,718.0,3.2028,322900.0,NEAR BAY
+-122.49,37.78,46.0,3304.0,792.0,1783.0,777.0,3.6148,352200.0,NEAR BAY
+-122.48,37.79,52.0,1647.0,236.0,546.0,227.0,9.1881,500001.0,NEAR BAY
+-122.49,37.79,52.0,3146.0,478.0,1143.0,455.0,6.1407,500001.0,NEAR BAY
+-122.49,37.79,52.0,2488.0,281.0,805.0,295.0,10.7058,500001.0,NEAR BAY
+-122.46,37.78,52.0,4140.0,984.0,2030.0,892.0,3.4236,376800.0,NEAR BAY
+-122.46,37.78,52.0,2632.0,542.0,1364.0,544.0,3.4605,441700.0,NEAR BAY
+-122.46,37.78,52.0,2051.0,552.0,1400.0,510.0,3.2396,375000.0,NEAR BAY
+-122.46,37.78,52.0,3088.0,727.0,1636.0,662.0,2.8553,360700.0,NEAR BAY
+-122.46,37.77,52.0,3193.0,688.0,2099.0,681.0,3.9375,402900.0,NEAR BAY
+-122.47,37.77,52.0,2241.0,443.0,1042.0,377.0,4.1635,398400.0,NEAR BAY
+-122.47,37.78,52.0,2275.0,412.0,1166.0,424.0,4.0652,421300.0,NEAR BAY
+-122.47,37.78,52.0,2169.0,522.0,1220.0,505.0,3.1989,446900.0,NEAR BAY
+-122.47,37.78,52.0,2951.0,647.0,1448.0,591.0,3.1392,422400.0,NEAR BAY
+-122.47,37.78,52.0,3021.0,569.0,1479.0,514.0,4.0208,414600.0,NEAR BAY
+-122.47,37.78,52.0,2042.0,378.0,1153.0,408.0,4.1856,404700.0,NEAR BAY
+-122.47,37.77,52.0,3143.0,635.0,1350.0,623.0,3.8571,366700.0,NEAR BAY
+-122.48,37.78,52.0,3047.0,641.0,1427.0,620.0,3.4883,337200.0,NEAR BAY
+-122.48,37.78,52.0,2666.0,515.0,1362.0,494.0,4.218,393800.0,NEAR BAY
+-122.48,37.77,52.0,2556.0,595.0,1202.0,568.0,3.8899,348500.0,NEAR BAY
+-122.48,37.78,50.0,2159.0,437.0,1111.0,417.0,3.5588,346400.0,NEAR BAY
+-122.48,37.78,52.0,2910.0,611.0,1508.0,515.0,3.5865,311400.0,NEAR BAY
+-122.49,37.78,47.0,2695.0,643.0,1505.0,644.0,3.0877,329100.0,NEAR BAY
+-122.49,37.78,52.0,3440.0,722.0,1663.0,665.0,3.0278,356300.0,NEAR BAY
+-122.49,37.77,52.0,2342.0,458.0,1170.0,458.0,3.7036,369200.0,NEAR BAY
+-122.5,37.77,52.0,2433.0,454.0,1070.0,420.0,4.125,359500.0,NEAR BAY
+-122.49,37.78,52.0,2050.0,439.0,1109.0,437.0,2.6719,318500.0,NEAR BAY
+-122.49,37.78,42.0,2723.0,579.0,1419.0,519.0,3.6429,328400.0,NEAR BAY
+-122.49,37.78,49.0,2176.0,441.0,1040.0,448.0,4.2414,500001.0,NEAR BAY
+-122.5,37.78,50.0,1922.0,427.0,1049.0,443.0,3.5833,348500.0,NEAR BAY
+-122.5,37.77,52.0,1769.0,414.0,1032.0,380.0,3.9954,324700.0,NEAR BAY
+-122.5,37.77,52.0,2299.0,441.0,1252.0,415.0,5.0562,336700.0,NEAR BAY
+-122.5,37.77,52.0,2739.0,569.0,1312.0,531.0,3.5833,322900.0,NEAR BAY
+-122.5,37.78,46.0,2646.0,607.0,1418.0,563.0,3.7167,332800.0,NEAR BAY
+-122.51,37.78,45.0,2564.0,499.0,1056.0,460.0,4.7328,351100.0,NEAR BAY
+-122.51,37.78,47.0,2496.0,494.0,1201.0,454.0,4.0353,342200.0,NEAR BAY
+-122.55,37.79,32.0,2131.0,625.0,1229.0,572.0,2.9201,322200.0,NEAR OCEAN
+-122.47,37.81,45.0,6927.0,1258.0,4715.0,1165.0,3.4051,500001.0,NEAR BAY
+-122.5,37.79,52.0,8.0,1.0,13.0,1.0,15.0001,500001.0,NEAR BAY
+-122.54,37.72,17.0,2975.0,968.0,1453.0,828.0,3.527,318900.0,NEAR OCEAN
+-122.42,37.72,42.0,4219.0,1125.0,3549.0,993.0,1.2387,212800.0,NEAR BAY
+-122.36,37.72,10.0,479.0,125.0,355.0,108.0,2.7083,180400.0,NEAR BAY
+-122.39,37.74,52.0,126.0,24.0,37.0,27.0,10.2264,225000.0,NEAR BAY
+-122.4,37.75,26.0,54.0,9.0,23.0,9.0,6.1359,225000.0,NEAR BAY
+-122.38,37.71,47.0,1088.0,190.0,558.0,166.0,4.2708,207100.0,NEAR BAY
+-122.4,37.71,47.0,1649.0,328.0,1183.0,356.0,3.3625,223700.0,NEAR BAY
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+-121.28,37.95,46.0,1026.0,330.0,1109.0,333.0,1.2904,63300.0,INLAND
+-121.29,37.96,52.0,888.0,324.0,630.0,258.0,1.2411,112500.0,INLAND
+-121.29,37.96,52.0,287.0,119.0,154.0,85.0,0.8738,75000.0,INLAND
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+-120.69,35.62,35.0,3451.0,713.0,1550.0,653.0,2.9167,161700.0,<1H OCEAN
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+-120.67,35.62,6.0,12779.0,2441.0,6085.0,2157.0,3.8661,168100.0,<1H OCEAN
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+-121.12,35.58,16.0,4109.0,798.0,1298.0,626.0,3.4799,320800.0,NEAR OCEAN
+-120.92,35.4,23.0,2059.0,354.0,636.0,278.0,3.6908,278800.0,NEAR OCEAN
+-120.85,35.38,27.0,3493.0,909.0,1481.0,666.0,2.3075,184200.0,NEAR OCEAN
+-120.86,35.39,23.0,1664.0,355.0,629.0,279.0,2.7344,188300.0,NEAR OCEAN
+-120.86,35.4,21.0,2787.0,641.0,1106.0,501.0,2.7043,186200.0,NEAR OCEAN
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+-120.94,35.42,18.0,3418.0,686.0,970.0,453.0,3.7738,279400.0,NEAR OCEAN
+-120.95,35.44,30.0,6346.0,1410.0,1769.0,887.0,2.6864,283600.0,NEAR OCEAN
+-120.85,35.37,21.0,1033.0,195.0,588.0,187.0,2.8173,226900.0,NEAR OCEAN
+-120.83,35.36,28.0,4323.0,886.0,1650.0,705.0,2.7266,266800.0,NEAR OCEAN
+-120.84,35.35,27.0,2863.0,711.0,930.0,533.0,2.6205,221100.0,NEAR OCEAN
+-120.84,35.37,34.0,3279.0,714.0,1397.0,646.0,2.5552,200000.0,NEAR OCEAN
+-120.89,35.37,29.0,2046.0,588.0,846.0,410.0,1.65,227300.0,NEAR OCEAN
+-120.84,35.33,15.0,3276.0,670.0,1520.0,613.0,3.6412,207800.0,NEAR OCEAN
+-120.83,35.33,14.0,4155.0,787.0,2112.0,755.0,4.4766,192700.0,NEAR OCEAN
+-120.82,35.32,12.0,3522.0,683.0,1780.0,662.0,3.3958,215800.0,NEAR OCEAN
+-120.83,35.32,11.0,3252.0,701.0,1814.0,660.0,3.2226,183200.0,NEAR OCEAN
+-120.84,35.32,15.0,2419.0,538.0,1279.0,522.0,3.4762,189600.0,NEAR OCEAN
+-120.9,35.33,16.0,1576.0,287.0,595.0,262.0,3.588,266300.0,NEAR OCEAN
+-120.84,35.32,17.0,4197.0,802.0,1656.0,732.0,3.526,183900.0,NEAR OCEAN
+-120.84,35.31,23.0,3100.0,603.0,1515.0,609.0,2.8493,196100.0,NEAR OCEAN
+-120.84,35.3,15.0,2062.0,327.0,781.0,316.0,4.9359,317700.0,NEAR OCEAN
+-120.82,35.31,16.0,3924.0,699.0,1325.0,638.0,2.5172,293900.0,NEAR OCEAN
+-120.8,35.33,20.0,2200.0,393.0,996.0,365.0,3.587,330000.0,NEAR OCEAN
+-121.1,35.6,20.0,3389.0,704.0,1309.0,520.0,3.2112,204500.0,NEAR OCEAN
+-120.65,35.29,36.0,1940.0,315.0,850.0,298.0,3.1818,249600.0,NEAR OCEAN
+-120.66,35.29,23.0,1932.0,487.0,1380.0,472.0,1.9647,253600.0,NEAR OCEAN
+-120.66,35.29,16.0,2272.0,629.0,1689.0,649.0,1.7031,195000.0,NEAR OCEAN
+-120.67,35.3,19.0,1540.0,715.0,1799.0,635.0,0.7025,500001.0,NEAR OCEAN
+-120.65,35.32,20.0,626.0,212.0,3574.0,261.0,1.0298,300000.0,NEAR OCEAN
+-120.62,35.28,28.0,3952.0,592.0,1469.0,571.0,6.3144,328800.0,NEAR OCEAN
+-120.65,35.29,29.0,1785.0,481.0,1344.0,472.0,1.4492,222900.0,NEAR OCEAN
+-120.65,35.28,32.0,896.0,240.0,548.0,231.0,2.5455,165900.0,NEAR OCEAN
+-120.65,35.27,27.0,2034.0,341.0,768.0,316.0,4.2411,258900.0,NEAR OCEAN
+-120.65,35.27,15.0,2365.0,538.0,1446.0,490.0,2.5129,225900.0,NEAR OCEAN
+-120.64,35.26,21.0,3298.0,716.0,1862.0,687.0,2.1507,221500.0,NEAR OCEAN
+-120.63,35.27,23.0,1630.0,253.0,704.0,263.0,5.156,251300.0,NEAR OCEAN
+-120.66,35.29,39.0,2163.0,652.0,1153.0,599.0,2.084,233300.0,NEAR OCEAN
+-120.66,35.28,31.0,2773.0,844.0,1358.0,794.0,1.4036,209600.0,NEAR OCEAN
+-120.66,35.28,46.0,2054.0,502.0,1170.0,494.0,2.1786,206300.0,NEAR OCEAN
+-120.65,35.27,52.0,2254.0,642.0,1237.0,590.0,2.6208,227100.0,NEAR OCEAN
+-120.66,35.27,46.0,2217.0,544.0,1107.0,527.0,2.8009,192600.0,NEAR OCEAN
+-120.66,35.27,33.0,1664.0,455.0,1077.0,461.0,1.6875,174200.0,NEAR OCEAN
+-120.66,35.27,17.0,2719.0,589.0,1386.0,570.0,3.7337,208200.0,NEAR OCEAN
+-120.66,35.26,15.0,5540.0,1319.0,2383.0,1165.0,2.2656,226200.0,NEAR OCEAN
+-120.67,35.3,32.0,4202.0,986.0,2309.0,956.0,2.2165,231700.0,NEAR OCEAN
+-120.7,35.31,24.0,3504.0,521.0,1490.0,506.0,4.6719,337000.0,NEAR OCEAN
+-120.68,35.29,37.0,1354.0,293.0,753.0,290.0,3.25,225000.0,NEAR OCEAN
+-120.69,35.28,26.0,4225.0,886.0,1795.0,704.0,2.2847,247000.0,NEAR OCEAN
+-120.67,35.29,44.0,2236.0,411.0,1036.0,437.0,3.0833,219300.0,NEAR OCEAN
+-120.69,35.26,20.0,1248.0,231.0,722.0,225.0,4.625,221800.0,NEAR OCEAN
+-120.7,35.28,14.0,3768.0,682.0,1884.0,664.0,4.6071,239900.0,NEAR OCEAN
+-120.71,35.27,9.0,2568.0,421.0,1149.0,398.0,5.4287,331600.0,NEAR OCEAN
+-120.68,35.26,26.0,1704.0,315.0,918.0,310.0,3.2464,208000.0,NEAR OCEAN
+-120.69,35.25,15.0,4210.0,899.0,1933.0,867.0,2.794,262500.0,NEAR OCEAN
+-120.7,35.32,46.0,118.0,17.0,6532.0,13.0,4.2639,350000.0,NEAR OCEAN
+-120.52,35.24,5.0,4413.0,804.0,2003.0,725.0,5.0267,253300.0,<1H OCEAN
+-120.68,35.25,16.0,4208.0,897.0,1634.0,806.0,2.2868,233700.0,NEAR OCEAN
+-120.69,35.34,16.0,164.0,30.0,542.0,32.0,1.6563,42500.0,NEAR OCEAN
+-120.81,35.19,14.0,3414.0,802.0,1236.0,632.0,3.7635,336200.0,NEAR OCEAN
+-120.66,35.2,13.0,5138.0,713.0,1838.0,645.0,5.9676,380000.0,NEAR OCEAN
+-120.7,35.14,17.0,5805.0,1097.0,1919.0,932.0,3.5352,357800.0,NEAR OCEAN
+-120.68,35.14,34.0,3100.0,617.0,1155.0,542.0,3.0938,245900.0,NEAR OCEAN
+-120.66,35.13,41.0,2666.0,751.0,940.0,507.0,1.9653,236100.0,<1H OCEAN
+-120.63,35.13,16.0,2680.0,704.0,975.0,619.0,1.7878,55000.0,<1H OCEAN
+-120.64,35.15,7.0,7922.0,1442.0,2863.0,1197.0,4.849,275000.0,<1H OCEAN
+-120.59,35.13,8.0,6638.0,1054.0,2710.0,966.0,4.6776,295500.0,<1H OCEAN
+-120.56,35.13,15.0,5818.0,924.0,2324.0,845.0,4.4033,267600.0,<1H OCEAN
+-120.57,35.12,39.0,1656.0,333.0,866.0,317.0,2.8824,195200.0,<1H OCEAN
+-120.57,35.11,18.0,2920.0,556.0,1068.0,552.0,3.5242,156800.0,<1H OCEAN
+-120.59,35.11,25.0,3642.0,726.0,1729.0,673.0,3.155,205400.0,<1H OCEAN
+-120.6,35.12,22.0,3342.0,644.0,1342.0,593.0,3.4509,217700.0,<1H OCEAN
+-120.61,35.12,16.0,1671.0,354.0,935.0,340.0,2.5792,163800.0,<1H OCEAN
+-120.59,35.12,27.0,3055.0,677.0,1407.0,610.0,2.1702,179700.0,<1H OCEAN
+-120.6,35.11,17.0,2495.0,524.0,1292.0,501.0,2.2625,153000.0,<1H OCEAN
+-120.59,35.11,20.0,3098.0,571.0,1449.0,611.0,3.5744,197800.0,<1H OCEAN
+-120.61,35.12,31.0,1486.0,345.0,823.0,322.0,2.6974,165400.0,<1H OCEAN
+-120.61,35.13,16.0,3431.0,721.0,1777.0,701.0,2.7301,190400.0,<1H OCEAN
+-120.61,35.12,12.0,3430.0,793.0,1840.0,720.0,2.9821,162000.0,<1H OCEAN
+-120.61,35.11,11.0,3733.0,831.0,1839.0,739.0,3.3062,158500.0,<1H OCEAN
+-120.65,35.12,19.0,2949.0,662.0,1425.0,548.0,2.9615,178100.0,<1H OCEAN
+-120.62,35.13,26.0,3971.0,803.0,1792.0,723.0,2.7128,209900.0,<1H OCEAN
+-120.62,35.11,18.0,2241.0,544.0,1521.0,509.0,2.0292,155800.0,<1H OCEAN
+-120.62,35.12,22.0,1240.0,294.0,768.0,288.0,2.655,160000.0,<1H OCEAN
+-120.66,35.1,19.0,1583.0,392.0,704.0,269.0,2.1042,268300.0,<1H OCEAN
+-120.61,35.1,14.0,2919.0,691.0,1896.0,577.0,2.4003,142100.0,<1H OCEAN
+-120.61,35.1,17.0,2799.0,637.0,2015.0,592.0,3.0536,143600.0,<1H OCEAN
+-120.6,35.1,16.0,3290.0,686.0,1497.0,655.0,2.6875,178200.0,<1H OCEAN
+-120.58,35.0,37.0,523.0,119.0,374.0,95.0,1.4726,106300.0,<1H OCEAN
+-120.61,35.06,13.0,2364.0,421.0,1257.0,380.0,4.6167,273100.0,<1H OCEAN
+-120.56,35.07,14.0,6788.0,1216.0,2866.0,1036.0,3.3603,280200.0,<1H OCEAN
+-120.52,35.06,11.0,1317.0,234.0,655.0,243.0,4.3611,329700.0,<1H OCEAN
+-120.3,35.1,16.0,2819.0,479.0,1068.0,365.0,4.5461,270800.0,<1H OCEAN
+-120.43,35.17,16.0,947.0,163.0,477.0,137.0,3.851,315000.0,<1H OCEAN
+-120.57,35.18,16.0,5209.0,917.0,2284.0,809.0,4.0403,346100.0,<1H OCEAN
+-120.48,35.05,24.0,2314.0,468.0,1549.0,463.0,2.8203,152600.0,<1H OCEAN
+-120.47,35.04,29.0,1315.0,279.0,926.0,249.0,2.9375,144800.0,<1H OCEAN
+-120.5,35.03,10.0,10463.0,1756.0,4660.0,1715.0,3.5682,277300.0,<1H OCEAN
+-120.48,35.02,17.0,2721.0,477.0,1672.0,492.0,2.9798,204800.0,<1H OCEAN
+-120.69,35.52,26.0,2758.0,571.0,1291.0,522.0,2.925,181400.0,<1H OCEAN
+-120.68,35.51,17.0,1701.0,298.0,941.0,293.0,4.3218,209100.0,<1H OCEAN
+-120.68,35.5,19.0,3369.0,673.0,1834.0,646.0,3.7672,173800.0,<1H OCEAN
+-120.67,35.5,15.0,2752.0,546.0,1422.0,545.0,3.2813,175000.0,<1H OCEAN
+-120.66,35.5,19.0,1861.0,364.0,1040.0,363.0,3.3125,163900.0,<1H OCEAN
+-120.66,35.49,17.0,4422.0,945.0,2307.0,885.0,2.8285,171300.0,<1H OCEAN
+-120.65,35.48,19.0,2310.0,471.0,1341.0,441.0,3.225,166900.0,<1H OCEAN
+-120.64,35.46,6.0,5876.0,1406.0,2877.0,1304.0,2.5437,146400.0,<1H OCEAN
+-120.69,35.49,16.0,2666.0,450.0,1203.0,429.0,4.1375,222400.0,<1H OCEAN
+-120.68,35.48,15.0,2608.0,525.0,1351.0,502.0,2.7798,205800.0,<1H OCEAN
+-120.67,35.48,18.0,2339.0,443.0,1097.0,416.0,3.3438,176100.0,<1H OCEAN
+-120.66,35.47,18.0,2474.0,449.0,1269.0,431.0,3.9063,184800.0,<1H OCEAN
+-120.66,35.46,17.0,3748.0,609.0,1860.0,612.0,4.5179,225600.0,<1H OCEAN
+-120.7,35.55,10.0,3979.0,761.0,1834.0,671.0,3.5,172100.0,<1H OCEAN
+-120.76,35.52,7.0,9613.0,1666.0,4487.0,1653.0,3.6667,250600.0,<1H OCEAN
+-120.71,35.5,12.0,3098.0,453.0,1433.0,434.0,5.2508,292900.0,<1H OCEAN
+-120.56,35.48,12.0,4161.0,731.0,1609.0,615.0,5.0947,267500.0,<1H OCEAN
+-119.93,35.2,29.0,1649.0,342.0,671.0,264.0,3.0602,69800.0,INLAND
+-120.49,35.35,17.0,3043.0,608.0,1457.0,545.0,3.1641,158600.0,<1H OCEAN
+-120.65,35.41,15.0,6725.0,1111.0,3139.0,1029.0,4.1875,261600.0,<1H OCEAN
+-120.64,35.47,8.0,416.0,121.0,936.0,97.0,2.1154,117200.0,<1H OCEAN
+-122.4,37.68,36.0,3595.0,815.0,1649.0,755.0,3.3816,253400.0,NEAR BAY
+-122.4,37.68,41.0,2267.0,486.0,1045.0,459.0,4.1146,272200.0,NEAR BAY
+-122.32,37.69,48.0,592.0,122.0,340.0,143.0,5.966,315200.0,NEAR BAY
+-122.41,37.7,23.0,1817.0,400.0,1376.0,382.0,2.4113,214200.0,NEAR BAY
+-122.42,37.71,44.0,2080.0,489.0,1781.0,478.0,3.6827,215300.0,NEAR BAY
+-122.43,37.71,24.0,4299.0,857.0,2249.0,788.0,4.6098,290400.0,NEAR BAY
+-122.43,37.7,19.0,1733.0,354.0,959.0,348.0,4.7708,281700.0,NEAR BAY
+-122.44,37.7,6.0,3523.0,664.0,1705.0,608.0,4.9318,258100.0,NEAR OCEAN
+-122.45,37.7,46.0,2193.0,499.0,1814.0,489.0,4.0125,230100.0,NEAR OCEAN
+-122.45,37.71,50.0,1441.0,283.0,1159.0,286.0,4.5417,233700.0,NEAR OCEAN
+-122.45,37.71,49.0,2244.0,442.0,1948.0,423.0,4.7639,251500.0,NEAR OCEAN
+-122.45,37.7,16.0,6457.0,1336.0,4375.0,1231.0,5.1788,267000.0,NEAR OCEAN
+-122.46,37.7,37.0,1028.0,275.0,904.0,261.0,3.5035,238600.0,NEAR OCEAN
+-122.46,37.69,35.0,1983.0,385.0,1577.0,414.0,4.0833,266700.0,NEAR OCEAN
+-122.46,37.7,37.0,3029.0,738.0,2436.0,700.0,3.3214,243200.0,NEAR OCEAN
+-122.47,37.7,45.0,3290.0,693.0,2466.0,666.0,3.6588,238600.0,NEAR OCEAN
+-122.46,37.71,44.0,364.0,102.0,339.0,98.0,2.483,214300.0,NEAR OCEAN
+-122.46,37.71,45.0,1799.0,394.0,1436.0,389.0,3.65,239900.0,NEAR OCEAN
+-122.46,37.7,42.0,876.0,216.0,713.0,203.0,3.84,235900.0,NEAR OCEAN
+-122.47,37.7,44.0,2034.0,423.0,1491.0,373.0,4.5341,236500.0,NEAR OCEAN
+-122.47,37.71,37.0,1046.0,251.0,822.0,239.0,3.5,224400.0,NEAR OCEAN
+-122.46,37.71,39.0,2076.0,482.0,1738.0,445.0,3.1958,232100.0,NEAR OCEAN
+-122.48,37.7,33.0,4167.0,1398.0,2923.0,1314.0,3.049,307000.0,NEAR OCEAN
+-122.48,37.7,33.0,4492.0,,3477.0,1537.0,3.0546,297900.0,NEAR OCEAN
+-122.48,37.71,39.0,3615.0,632.0,1571.0,615.0,5.1149,314200.0,NEAR OCEAN
+-122.48,37.71,29.0,1048.0,150.0,455.0,152.0,6.1278,417600.0,NEAR OCEAN
+-122.54,37.7,36.0,3988.0,732.0,1793.0,708.0,4.2472,292500.0,NEAR OCEAN
+-122.49,37.67,35.0,5275.0,903.0,2892.0,842.0,4.6771,266400.0,NEAR OCEAN
+-122.49,37.68,35.0,2405.0,461.0,1583.0,471.0,5.0659,238000.0,NEAR OCEAN
+-122.49,37.67,29.0,3795.0,675.0,2494.0,696.0,5.2848,260300.0,NEAR OCEAN
+-122.49,37.7,36.0,1946.0,340.0,828.0,313.0,5.2811,287700.0,NEAR OCEAN
+-122.49,37.69,36.0,1344.0,258.0,782.0,265.0,4.5,275600.0,NEAR OCEAN
+-122.48,37.69,33.0,2347.0,512.0,1259.0,481.0,3.4492,264300.0,NEAR OCEAN
+-122.49,37.69,35.0,2644.0,456.0,1465.0,430.0,4.9375,277000.0,NEAR OCEAN
+-122.49,37.69,35.0,2576.0,443.0,1273.0,433.0,4.7391,272800.0,NEAR OCEAN
+-122.47,37.7,47.0,737.0,126.0,370.0,136.0,3.775,281300.0,NEAR OCEAN
+-122.47,37.69,27.0,2447.0,720.0,2104.0,657.0,3.449,239100.0,NEAR OCEAN
+-122.47,37.69,30.0,837.0,213.0,606.0,199.0,4.875,258800.0,NEAR OCEAN
+-122.48,37.69,42.0,2993.0,512.0,1594.0,546.0,4.4821,252400.0,NEAR OCEAN
+-122.48,37.69,43.0,2661.0,455.0,1384.0,456.0,4.2421,257500.0,NEAR OCEAN
+-122.46,37.69,26.0,4302.0,1125.0,3320.0,1100.0,3.4375,277700.0,NEAR OCEAN
+-122.46,37.68,23.0,2812.0,769.0,1983.0,681.0,2.9413,229400.0,NEAR OCEAN
+-122.47,37.69,35.0,1720.0,421.0,1452.0,425.0,3.5909,256100.0,NEAR OCEAN
+-122.47,37.69,34.0,1954.0,357.0,1130.0,367.0,4.6447,304500.0,NEAR OCEAN
+-122.47,37.68,31.0,4077.0,777.0,2544.0,738.0,4.5337,306700.0,NEAR OCEAN
+-122.48,37.68,31.0,3506.0,653.0,2296.0,645.0,5.5647,268700.0,NEAR OCEAN
+-122.48,37.67,15.0,2897.0,728.0,2340.0,720.0,3.3906,303700.0,NEAR OCEAN
+-122.48,37.67,31.0,2609.0,433.0,1746.0,464.0,5.1054,294500.0,NEAR OCEAN
+-122.49,37.68,34.0,3718.0,676.0,2510.0,632.0,5.3311,270800.0,NEAR OCEAN
+-122.48,37.67,14.0,3395.0,1059.0,2258.0,945.0,2.964,319700.0,NEAR OCEAN
+-122.45,37.69,17.0,2359.0,501.0,884.0,504.0,3.0625,87500.0,NEAR OCEAN
+-122.45,37.67,35.0,491.0,98.0,274.0,97.0,4.4286,238600.0,NEAR OCEAN
+-122.47,37.67,20.0,5689.0,992.0,3752.0,1002.0,5.5845,304300.0,NEAR OCEAN
+-122.47,37.66,18.0,4172.0,806.0,3226.0,790.0,5.7535,297900.0,NEAR OCEAN
+-122.46,37.67,16.0,3372.0,1101.0,2049.0,1021.0,4.1303,146500.0,NEAR OCEAN
+-122.46,37.66,15.0,6082.0,1284.0,3861.0,1198.0,5.4221,284700.0,NEAR OCEAN
+-122.46,37.65,21.0,2751.0,502.0,2027.0,491.0,5.2573,322900.0,NEAR OCEAN
+-122.45,37.67,36.0,1664.0,326.0,963.0,322.0,4.7813,246400.0,NEAR OCEAN
+-122.45,37.66,35.0,2738.0,509.0,1545.0,493.0,5.3446,263300.0,NEAR OCEAN
+-122.46,37.66,36.0,2535.0,451.0,1390.0,436.0,5.3398,260900.0,NEAR OCEAN
+-122.45,37.66,36.0,5456.0,926.0,2761.0,916.0,4.7755,280700.0,NEAR OCEAN
+-122.44,37.65,38.0,5277.0,1008.0,2695.0,997.0,3.9722,276200.0,NEAR OCEAN
+-122.43,37.66,29.0,3541.0,786.0,2259.0,770.0,4.3039,278400.0,NEAR OCEAN
+-122.44,37.66,21.0,5108.0,1510.0,3288.0,1405.0,3.1927,252600.0,NEAR OCEAN
+-122.44,37.66,36.0,1447.0,276.0,799.0,275.0,4.7639,265600.0,NEAR OCEAN
+-122.44,37.67,35.0,1814.0,365.0,1025.0,384.0,4.425,268400.0,NEAR OCEAN
+-122.42,37.67,42.0,2274.0,429.0,1255.0,397.0,5.1205,226300.0,NEAR OCEAN
+-122.41,37.66,37.0,2155.0,446.0,1255.0,428.0,3.8438,250700.0,NEAR OCEAN
+-122.42,37.66,41.0,2189.0,414.0,1063.0,409.0,4.7361,302600.0,NEAR OCEAN
+-122.42,37.66,28.0,3520.0,672.0,1746.0,602.0,4.9236,273500.0,NEAR OCEAN
+-122.42,37.66,36.0,725.0,121.0,335.0,140.0,4.125,327600.0,NEAR OCEAN
+-122.41,37.66,32.0,1385.0,356.0,1096.0,353.0,4.475,246700.0,NEAR OCEAN
+-122.41,37.66,34.0,1075.0,318.0,906.0,294.0,3.0052,242500.0,NEAR OCEAN
+-122.41,37.66,40.0,1294.0,308.0,1177.0,301.0,3.6667,218800.0,NEAR OCEAN
+-122.41,37.66,37.0,694.0,188.0,658.0,225.0,4.6103,237500.0,NEAR OCEAN
+-122.41,37.66,44.0,431.0,195.0,682.0,212.0,3.2833,233300.0,NEAR OCEAN
+-122.41,37.65,32.0,3436.0,868.0,2583.0,817.0,3.5039,232400.0,NEAR OCEAN
+-122.42,37.66,26.0,3253.0,932.0,2246.0,855.0,2.6631,244000.0,NEAR OCEAN
+-122.43,37.66,43.0,1769.0,387.0,1102.0,377.0,4.5493,281500.0,NEAR OCEAN
+-122.42,37.65,39.0,4402.0,894.0,2941.0,887.0,3.8565,239800.0,NEAR OCEAN
+-122.43,37.64,34.0,8400.0,1812.0,4101.0,1717.0,4.1033,301000.0,NEAR OCEAN
+-122.43,37.64,42.0,4091.0,757.0,1861.0,771.0,4.207,272700.0,NEAR OCEAN
+-122.45,37.64,19.0,6326.0,1025.0,3444.0,984.0,6.2498,353300.0,NEAR OCEAN
+-122.46,37.64,26.0,2806.0,375.0,1617.0,396.0,5.3922,353700.0,NEAR OCEAN
+-122.46,37.65,16.0,8676.0,1633.0,5130.0,1574.0,4.8096,262000.0,NEAR OCEAN
+-122.46,37.64,17.0,3523.0,669.0,2150.0,666.0,4.5938,251200.0,NEAR OCEAN
+-122.47,37.65,27.0,8103.0,1655.0,5023.0,1605.0,4.6452,236200.0,NEAR OCEAN
+-122.53,37.66,25.0,7778.0,1493.0,4674.0,1451.0,5.4694,272400.0,NEAR OCEAN
+-122.53,37.65,20.0,4582.0,1124.0,2325.0,1040.0,4.0556,275000.0,NEAR OCEAN
+-122.48,37.65,39.0,3348.0,666.0,1817.0,668.0,4.2593,227400.0,NEAR OCEAN
+-122.49,37.63,31.0,3109.0,621.0,1472.0,618.0,5.155,263900.0,NEAR OCEAN
+-122.49,37.63,34.0,696.0,145.0,398.0,162.0,3.525,254100.0,NEAR OCEAN
+-122.49,37.63,31.0,1256.0,328.0,785.0,297.0,3.2446,234600.0,NEAR OCEAN
+-122.53,37.63,27.0,2589.0,658.0,1386.0,608.0,2.9087,228200.0,NEAR OCEAN
+-122.48,37.64,7.0,120.0,21.0,50.0,27.0,12.5,281000.0,NEAR OCEAN
+-122.47,37.61,34.0,4551.0,837.0,2208.0,834.0,5.4364,279300.0,NEAR OCEAN
+-122.54,37.62,35.0,1481.0,277.0,747.0,254.0,4.4286,262100.0,NEAR OCEAN
+-122.49,37.59,35.0,2683.0,475.0,1498.0,484.0,5.1282,262500.0,NEAR OCEAN
+-122.5,37.59,36.0,1521.0,253.0,736.0,241.0,4.3542,237500.0,NEAR OCEAN
+-122.5,37.6,35.0,2197.0,369.0,971.0,326.0,4.25,241700.0,NEAR OCEAN
+-122.55,37.59,31.0,1331.0,245.0,598.0,225.0,4.1827,345500.0,NEAR OCEAN
+-122.51,37.58,20.0,64.0,21.0,59.0,21.0,2.2375,450000.0,NEAR OCEAN
+-122.49,37.6,33.0,3507.0,669.0,1697.0,660.0,4.0795,270600.0,NEAR OCEAN
+-122.48,37.59,29.0,5889.0,959.0,2784.0,923.0,5.3991,273000.0,NEAR OCEAN
+-122.48,37.57,34.0,4648.0,806.0,2282.0,814.0,4.5556,249000.0,NEAR OCEAN
+-122.46,37.59,21.0,12902.0,2118.0,6160.0,2082.0,5.7653,325800.0,NEAR OCEAN
+-122.46,37.63,22.0,6728.0,1382.0,3783.0,1310.0,5.0479,280400.0,NEAR OCEAN
+-122.45,37.62,26.0,3507.0,512.0,1712.0,509.0,6.7206,344600.0,NEAR OCEAN
+-122.45,37.63,28.0,4946.0,848.0,2683.0,824.0,5.748,302100.0,NEAR OCEAN
+-122.44,37.63,35.0,5113.0,959.0,3004.0,964.0,4.7625,281300.0,NEAR OCEAN
+-122.43,37.63,34.0,4135.0,687.0,2154.0,742.0,4.9732,342300.0,NEAR OCEAN
+-122.43,37.61,21.0,10252.0,2595.0,4790.0,2428.0,4.1692,344500.0,NEAR OCEAN
+-122.41,37.62,49.0,1464.0,302.0,636.0,259.0,4.25,284100.0,NEAR OCEAN
+-122.41,37.61,46.0,2975.0,643.0,1479.0,577.0,3.8214,273600.0,NEAR OCEAN
+-122.42,37.61,37.0,1866.0,300.0,822.0,305.0,4.7,341300.0,NEAR OCEAN
+-122.42,37.62,39.0,1355.0,214.0,682.0,246.0,6.3443,324700.0,NEAR OCEAN
+-122.42,37.62,40.0,1545.0,264.0,756.0,282.0,4.4643,308100.0,NEAR OCEAN
+-122.42,37.61,17.0,1040.0,432.0,669.0,405.0,4.1513,137500.0,NEAR OCEAN
+-122.42,37.63,46.0,1811.0,337.0,796.0,333.0,3.43,292900.0,NEAR OCEAN
+-122.42,37.62,43.0,2367.0,409.0,1141.0,400.0,4.8295,319000.0,NEAR OCEAN
+-122.42,37.62,36.0,1017.0,165.0,407.0,159.0,4.8,306800.0,NEAR OCEAN
+-122.42,37.62,36.0,1538.0,256.0,671.0,247.0,4.4091,317900.0,NEAR OCEAN
+-122.41,37.62,39.0,3119.0,758.0,1807.0,696.0,3.2216,242700.0,NEAR OCEAN
+-122.4,37.62,32.0,3586.0,921.0,2249.0,911.0,3.1058,253000.0,NEAR OCEAN
+-122.41,37.63,39.0,4220.0,1055.0,2720.0,1046.0,2.639,242500.0,NEAR OCEAN
+-122.42,37.64,41.0,98.0,20.0,68.0,19.0,2.225,212500.0,NEAR OCEAN
+-122.43,37.63,15.0,2748.0,997.0,1447.0,901.0,3.5214,144200.0,NEAR OCEAN
+-122.42,37.63,46.0,66.0,11.0,30.0,12.0,2.375,275000.0,NEAR OCEAN
+-122.41,37.63,37.0,1252.0,275.0,878.0,287.0,4.2262,228500.0,NEAR OCEAN
+-122.41,37.63,35.0,865.0,226.0,602.0,217.0,3.0,229100.0,NEAR OCEAN
+-122.4,37.62,44.0,1619.0,362.0,1064.0,335.0,4.0238,224200.0,NEAR OCEAN
+-122.41,37.64,38.0,1204.0,268.0,921.0,247.0,4.4464,215400.0,NEAR OCEAN
+-122.4,37.61,35.0,2084.0,549.0,1077.0,545.0,3.1628,318400.0,NEAR OCEAN
+-122.38,37.6,33.0,2577.0,590.0,1867.0,566.0,3.3632,265100.0,NEAR OCEAN
+-122.39,37.6,36.0,1770.0,499.0,1225.0,459.0,2.56,273100.0,NEAR OCEAN
+-122.41,37.61,42.0,1602.0,262.0,705.0,255.0,5.7398,336400.0,NEAR OCEAN
+-122.41,37.61,43.0,1934.0,303.0,847.0,300.0,4.7381,347400.0,NEAR OCEAN
+-122.41,37.6,31.0,4424.0,834.0,1915.0,817.0,4.1364,412000.0,NEAR OCEAN
+-122.42,37.6,34.0,3562.0,565.0,1542.0,563.0,5.8783,405100.0,NEAR OCEAN
+-122.41,37.6,26.0,2754.0,402.0,1128.0,395.0,6.3719,466900.0,NEAR OCEAN
+-122.41,37.59,34.0,3931.0,622.0,1717.0,621.0,6.2946,450000.0,NEAR OCEAN
+-122.41,37.59,40.0,2401.0,383.0,894.0,356.0,5.6493,422400.0,NEAR OCEAN
+-122.4,37.6,30.0,5351.0,1134.0,2558.0,1074.0,3.5817,369300.0,NEAR OCEAN
+-122.4,37.6,52.0,1380.0,203.0,530.0,210.0,6.221,420300.0,NEAR OCEAN
+-122.39,37.6,44.0,2304.0,384.0,986.0,379.0,4.652,387100.0,NEAR OCEAN
+-122.39,37.6,34.0,707.0,,381.0,156.0,4.375,340900.0,NEAR OCEAN
+-122.39,37.59,32.0,4497.0,,1846.0,715.0,6.1323,500001.0,NEAR OCEAN
+-122.4,37.59,22.0,2754.0,477.0,1163.0,479.0,6.2306,500001.0,NEAR OCEAN
+-122.38,37.59,31.0,3052.0,844.0,1581.0,788.0,3.0744,457700.0,NEAR OCEAN
+-122.38,37.59,44.0,2089.0,348.0,837.0,317.0,4.6628,459200.0,NEAR OCEAN
+-122.39,37.58,36.0,6026.0,852.0,2314.0,892.0,7.8997,500001.0,NEAR OCEAN
+-122.4,37.58,26.0,3281.0,,1145.0,480.0,6.358,500001.0,NEAR OCEAN
+-122.39,37.59,33.0,2064.0,299.0,813.0,303.0,6.0374,500001.0,NEAR OCEAN
+-122.39,37.57,35.0,520.0,83.0,185.0,76.0,6.4865,450000.0,NEAR OCEAN
+-122.37,37.6,26.0,15.0,3.0,11.0,3.0,5.048,350000.0,NEAR OCEAN
+-122.37,37.59,39.0,4645.0,1196.0,2156.0,1113.0,3.4412,353800.0,NEAR OCEAN
+-122.38,37.59,49.0,1657.0,266.0,613.0,270.0,5.7837,378100.0,NEAR OCEAN
+-122.37,37.59,52.0,2272.0,403.0,963.0,376.0,5.7245,500000.0,NEAR OCEAN
+-122.37,37.58,52.0,2188.0,361.0,917.0,357.0,4.4,500000.0,NEAR OCEAN
+-122.38,37.58,52.0,1704.0,226.0,671.0,243.0,8.4704,500001.0,NEAR OCEAN
+-122.38,37.58,52.0,2039.0,299.0,772.0,303.0,6.471,500001.0,NEAR OCEAN
+-122.36,37.58,52.0,3084.0,595.0,1324.0,571.0,5.0756,374200.0,NEAR OCEAN
+-122.36,37.58,37.0,3325.0,734.0,1468.0,692.0,4.0987,434000.0,NEAR OCEAN
+-122.37,37.58,43.0,2506.0,432.0,967.0,428.0,4.7404,500001.0,NEAR OCEAN
+-122.37,37.58,52.0,1900.0,290.0,665.0,276.0,4.5486,500001.0,NEAR OCEAN
+-122.34,37.59,44.0,1395.0,269.0,736.0,288.0,5.6206,386400.0,NEAR OCEAN
+-122.33,37.58,40.0,2362.0,468.0,992.0,425.0,4.7917,359900.0,NEAR OCEAN
+-122.34,37.58,50.0,2784.0,743.0,1622.0,698.0,3.8413,372200.0,NEAR OCEAN
+-122.35,37.58,52.0,2495.0,458.0,1081.0,471.0,4.0855,410800.0,NEAR OCEAN
+-122.36,37.59,20.0,2638.0,854.0,1352.0,718.0,3.5125,350600.0,NEAR OCEAN
+-122.35,37.58,30.0,5039.0,1564.0,2129.0,1536.0,3.3469,345000.0,NEAR OCEAN
+-122.35,37.58,26.0,854.0,246.0,396.0,231.0,2.8393,375000.0,NEAR OCEAN
+-122.34,37.57,39.0,2647.0,616.0,1254.0,555.0,4.2407,433800.0,NEAR OCEAN
+-122.35,37.57,52.0,2059.0,345.0,800.0,308.0,4.97,500001.0,NEAR OCEAN
+-122.37,37.58,34.0,2697.0,313.0,810.0,279.0,12.4291,500001.0,NEAR OCEAN
+-122.36,37.57,35.0,1774.0,205.0,588.0,207.0,10.7339,500001.0,NEAR OCEAN
+-122.36,37.56,32.0,4684.0,540.0,1512.0,511.0,15.0001,500001.0,NEAR OCEAN
+-122.37,37.56,21.0,7189.0,874.0,2440.0,846.0,11.6833,500001.0,NEAR OCEAN
+-122.34,37.56,39.0,3562.0,391.0,1139.0,391.0,12.6417,500001.0,NEAR OCEAN
+-122.34,37.55,25.0,4470.0,518.0,1507.0,504.0,13.3913,500001.0,NEAR OCEAN
+-122.36,37.54,23.0,6184.0,747.0,2165.0,700.0,10.1675,500001.0,NEAR OCEAN
+-122.35,37.56,52.0,1659.0,191.0,519.0,201.0,14.4219,500001.0,NEAR OCEAN
+-122.34,37.57,52.0,2635.0,408.0,967.0,374.0,7.0422,500001.0,NEAR OCEAN
+-122.34,37.57,52.0,2547.0,373.0,876.0,359.0,8.2598,500001.0,NEAR OCEAN
+-122.35,37.57,52.0,2170.0,269.0,784.0,274.0,10.4286,500001.0,NEAR OCEAN
+-122.34,37.57,28.0,3751.0,949.0,1691.0,846.0,3.9728,300000.0,NEAR OCEAN
+-122.33,37.57,43.0,2543.0,621.0,1301.0,606.0,3.1111,318400.0,NEAR OCEAN
+-122.33,37.57,27.0,3085.0,876.0,1453.0,896.0,3.4333,290000.0,NEAR OCEAN
+-122.33,37.58,27.0,5144.0,1481.0,2518.0,1447.0,3.4836,287900.0,NEAR OCEAN
+-122.33,37.58,28.0,2784.0,736.0,1534.0,685.0,3.38,285400.0,NEAR OCEAN
+-122.31,37.6,34.0,3225.0,726.0,1958.0,656.0,3.6811,273000.0,NEAR BAY
+-122.31,37.58,44.0,1990.0,442.0,1141.0,424.0,3.9696,258300.0,NEAR BAY
+-122.31,37.57,45.0,1165.0,236.0,845.0,251.0,4.1875,267300.0,NEAR OCEAN
+-122.33,37.58,43.0,1772.0,422.0,1573.0,401.0,2.7474,233100.0,NEAR OCEAN
+-122.32,37.57,42.0,2574.0,614.0,2377.0,588.0,3.2891,237900.0,NEAR OCEAN
+-122.32,37.57,33.0,3384.0,819.0,2626.0,793.0,3.2285,234800.0,NEAR OCEAN
+-122.32,37.57,52.0,499.0,148.0,318.0,145.0,2.9934,256300.0,NEAR OCEAN
+-122.31,37.57,42.0,3157.0,676.0,1603.0,629.0,3.7422,292600.0,NEAR OCEAN
+-122.32,37.56,44.0,537.0,173.0,355.0,194.0,2.8571,250000.0,NEAR OCEAN
+-122.33,37.57,20.0,2126.0,643.0,1112.0,597.0,3.625,283300.0,NEAR OCEAN
+-122.32,37.56,9.0,1150.0,287.0,377.0,243.0,3.8317,237500.0,NEAR OCEAN
+-122.33,37.56,34.0,6394.0,1619.0,2400.0,1496.0,3.4902,500001.0,NEAR OCEAN
+-122.32,37.56,49.0,2016.0,299.0,691.0,288.0,5.549,500001.0,NEAR OCEAN
+-122.32,37.56,26.0,2339.0,704.0,1283.0,654.0,3.162,415000.0,NEAR OCEAN
+-122.33,37.56,50.0,1975.0,245.0,644.0,251.0,10.0743,500001.0,NEAR OCEAN
+-122.32,37.55,50.0,2501.0,433.0,1050.0,410.0,4.6406,500001.0,NEAR OCEAN
+-122.33,37.55,51.0,2565.0,332.0,870.0,309.0,9.3694,500001.0,NEAR OCEAN
+-122.34,37.55,44.0,2465.0,328.0,843.0,324.0,6.9533,500001.0,NEAR OCEAN
+-122.31,37.56,52.0,2351.0,494.0,1126.0,482.0,3.9688,356900.0,NEAR OCEAN
+-122.31,37.55,52.0,900.0,183.0,371.0,166.0,3.25,296400.0,NEAR OCEAN
+-122.32,37.55,46.0,1437.0,266.0,607.0,263.0,4.8068,369700.0,NEAR OCEAN
+-122.32,37.55,44.0,2151.0,411.0,849.0,370.0,4.4583,397100.0,NEAR OCEAN
+-122.33,37.55,33.0,2199.0,312.0,827.0,319.0,6.1349,500001.0,NEAR OCEAN
+-122.32,37.54,34.0,3661.0,692.0,1608.0,656.0,5.0774,407200.0,NEAR OCEAN
+-122.34,37.53,27.0,3339.0,481.0,1354.0,458.0,7.3081,464600.0,NEAR OCEAN
+-122.33,37.53,18.0,4493.0,760.0,1784.0,725.0,6.7042,413000.0,NEAR OCEAN
+-122.35,37.53,27.0,2169.0,305.0,905.0,319.0,7.7743,453100.0,NEAR OCEAN
+-122.34,37.52,34.0,3559.0,560.0,1747.0,550.0,6.6959,411200.0,NEAR OCEAN
+-122.33,37.53,25.0,1729.0,383.0,769.0,352.0,4.0417,458500.0,NEAR OCEAN
+-122.32,37.52,17.0,6645.0,1034.0,2557.0,1032.0,6.3892,480800.0,NEAR OCEAN
+-122.3,37.53,37.0,1338.0,215.0,535.0,221.0,5.4351,376600.0,NEAR OCEAN
+-122.3,37.53,40.0,1833.0,308.0,751.0,306.0,6.0,384200.0,NEAR OCEAN
+-122.3,37.53,38.0,984.0,171.0,429.0,157.0,5.3261,376800.0,NEAR OCEAN
+-122.31,37.52,35.0,1817.0,262.0,659.0,262.0,6.8336,457200.0,NEAR OCEAN
+-122.31,37.53,39.0,1160.0,191.0,508.0,185.0,5.9539,379100.0,NEAR OCEAN
+-122.3,37.54,39.0,4292.0,1097.0,1758.0,987.0,2.9405,340500.0,NEAR OCEAN
+-122.3,37.53,43.0,1748.0,366.0,984.0,371.0,4.5116,337800.0,NEAR OCEAN
+-122.29,37.53,41.0,839.0,190.0,419.0,215.0,5.012,368200.0,NEAR OCEAN
+-122.31,37.54,45.0,1222.0,220.0,492.0,205.0,5.539,396900.0,NEAR OCEAN
+-122.31,37.54,46.0,2444.0,397.0,952.0,402.0,4.75,388200.0,NEAR OCEAN
+-122.31,37.53,41.0,1608.0,269.0,676.0,267.0,4.6125,361700.0,NEAR OCEAN
+-122.32,37.53,39.0,2795.0,464.0,1183.0,443.0,5.779,387100.0,NEAR OCEAN
+-122.31,37.55,27.0,3931.0,933.0,1877.0,851.0,3.9722,354100.0,NEAR OCEAN
+-122.31,37.54,49.0,1340.0,281.0,660.0,284.0,4.163,393800.0,NEAR OCEAN
+-122.31,37.54,38.0,1946.0,407.0,975.0,417.0,4.0726,385400.0,NEAR OCEAN
+-122.31,37.54,42.0,1159.0,261.0,465.0,247.0,3.1842,352800.0,NEAR OCEAN
+-122.3,37.55,35.0,3675.0,735.0,1930.0,715.0,3.9833,342800.0,NEAR OCEAN
+-122.31,37.55,45.0,507.0,140.0,305.0,139.0,2.6159,272900.0,NEAR OCEAN
+-122.31,37.56,45.0,1685.0,321.0,815.0,314.0,4.2955,309700.0,NEAR OCEAN
+-122.31,37.56,36.0,1727.0,340.0,952.0,337.0,4.7917,316000.0,NEAR OCEAN
+-122.31,37.56,45.0,1792.0,301.0,829.0,318.0,4.9013,330100.0,NEAR OCEAN
+-122.31,37.56,40.0,1351.0,330.0,701.0,297.0,3.32,292900.0,NEAR OCEAN
+-122.31,37.57,37.0,1437.0,305.0,979.0,331.0,4.0,273700.0,NEAR OCEAN
+-122.31,37.57,31.0,2197.0,477.0,1193.0,394.0,4.6371,271100.0,NEAR OCEAN
+-122.3,37.57,36.0,1973.0,352.0,1169.0,370.0,5.033,270900.0,NEAR BAY
+-122.3,37.56,37.0,1962.0,367.0,1267.0,382.0,4.7344,271800.0,NEAR OCEAN
+-122.3,37.57,36.0,2406.0,436.0,1189.0,403.0,4.7917,276100.0,NEAR BAY
+-122.29,37.56,34.0,1693.0,281.0,846.0,291.0,5.3683,339400.0,NEAR BAY
+-122.3,37.56,36.0,1379.0,228.0,750.0,227.0,5.5381,282000.0,NEAR OCEAN
+-122.29,37.56,36.0,805.0,140.0,445.0,139.0,5.8221,289400.0,NEAR BAY
+-122.3,37.56,35.0,1873.0,351.0,945.0,333.0,5.5184,274800.0,NEAR OCEAN
+-122.29,37.56,12.0,6474.0,1467.0,2516.0,1390.0,5.0353,305800.0,NEAR BAY
+-122.26,37.55,17.0,4576.0,814.0,1941.0,807.0,5.9572,443800.0,NEAR BAY
+-122.26,37.55,17.0,1321.0,425.0,683.0,408.0,4.7045,500001.0,NEAR BAY
+-122.27,37.55,16.0,4789.0,816.0,1840.0,763.0,6.7474,338200.0,NEAR BAY
+-122.26,37.54,16.0,2118.0,333.0,770.0,318.0,7.2477,376000.0,NEAR BAY
+-122.27,37.55,15.0,1958.0,282.0,811.0,284.0,8.1221,483300.0,NEAR BAY
+-122.28,37.55,17.0,4199.0,629.0,2020.0,630.0,6.1228,375700.0,NEAR BAY
+-122.27,37.56,17.0,3211.0,847.0,1553.0,812.0,4.9434,292100.0,NEAR BAY
+-122.27,37.56,5.0,4921.0,1179.0,1810.0,1073.0,5.6936,322200.0,NEAR BAY
+-122.26,37.54,13.0,1422.0,295.0,395.0,195.0,5.3247,327800.0,NEAR BAY
+-122.26,37.54,5.0,3264.0,442.0,1607.0,453.0,9.1415,500001.0,NEAR BAY
+-122.26,37.54,5.0,1649.0,388.0,779.0,376.0,6.9635,417300.0,NEAR BAY
+-122.27,37.54,5.0,2140.0,420.0,990.0,394.0,6.035,438800.0,NEAR BAY
+-122.27,37.54,16.0,3913.0,565.0,1752.0,557.0,7.3644,419700.0,NEAR BAY
+-122.27,37.54,15.0,2126.0,310.0,905.0,306.0,8.9083,500001.0,NEAR BAY
+-122.26,37.56,23.0,7283.0,1342.0,3399.0,1298.0,5.6683,391000.0,NEAR BAY
+-122.26,37.57,23.0,7995.0,1254.0,3484.0,1198.0,6.5948,404000.0,NEAR BAY
+-122.25,37.56,19.0,7976.0,1406.0,3437.0,1338.0,5.6396,430300.0,NEAR BAY
+-122.29,37.55,27.0,3789.0,874.0,2243.0,866.0,4.39,270100.0,NEAR OCEAN
+-122.28,37.54,24.0,5114.0,1357.0,3169.0,1268.0,3.9699,293200.0,NEAR OCEAN
+-122.29,37.54,43.0,2268.0,438.0,1151.0,449.0,4.9091,293200.0,NEAR OCEAN
+-122.28,37.54,37.0,991.0,180.0,463.0,177.0,5.1701,294200.0,NEAR OCEAN
+-122.29,37.54,39.0,1459.0,285.0,761.0,291.0,5.0081,298100.0,NEAR OCEAN
+-122.29,37.54,41.0,1743.0,349.0,811.0,349.0,4.9464,282400.0,NEAR OCEAN
+-122.29,37.53,35.0,2043.0,511.0,1089.0,504.0,3.0278,310600.0,NEAR OCEAN
+-122.28,37.53,15.0,5417.0,1199.0,2593.0,1098.0,4.8047,438000.0,NEAR OCEAN
+-122.28,37.53,34.0,1980.0,385.0,970.0,391.0,5.1207,310900.0,NEAR OCEAN
+-122.27,37.53,43.0,1145.0,230.0,586.0,254.0,3.5,267400.0,NEAR OCEAN
+-122.28,37.53,25.0,3710.0,1015.0,2068.0,958.0,3.5445,286700.0,NEAR OCEAN
+-122.29,37.52,33.0,4104.0,751.0,1837.0,771.0,5.3506,388100.0,NEAR OCEAN
+-122.28,37.52,27.0,2958.0,655.0,1285.0,577.0,4.0801,397800.0,NEAR OCEAN
+-122.28,37.52,29.0,1526.0,355.0,724.0,315.0,4.0313,435200.0,NEAR OCEAN
+-122.28,37.52,38.0,2197.0,357.0,1228.0,373.0,5.4719,397900.0,NEAR OCEAN
+-122.29,37.52,38.0,3767.0,603.0,1455.0,615.0,6.8787,386800.0,NEAR OCEAN
+-122.3,37.52,38.0,2769.0,387.0,994.0,395.0,5.5902,417000.0,NEAR OCEAN
+-122.3,37.51,35.0,2789.0,445.0,1156.0,404.0,5.4322,391000.0,NEAR OCEAN
+-122.3,37.52,32.0,2297.0,347.0,871.0,342.0,8.1039,382200.0,NEAR OCEAN
+-122.31,37.52,24.0,2328.0,335.0,969.0,354.0,7.7364,435800.0,NEAR OCEAN
+-122.32,37.52,26.0,4042.0,591.0,1611.0,578.0,8.4693,419200.0,NEAR OCEAN
+-122.31,37.5,22.0,14034.0,3020.0,6266.0,2952.0,4.3939,491200.0,NEAR OCEAN
+-122.27,37.52,35.0,1051.0,259.0,517.0,234.0,3.7,339700.0,NEAR OCEAN
+-122.27,37.51,36.0,1406.0,224.0,598.0,237.0,5.8964,414800.0,NEAR OCEAN
+-122.29,37.51,35.0,3040.0,520.0,1374.0,518.0,6.1004,426400.0,NEAR OCEAN
+-122.26,37.52,34.0,483.0,131.0,291.0,157.0,3.0833,256300.0,NEAR OCEAN
+-122.26,37.51,46.0,672.0,149.0,351.0,136.0,5.3264,258100.0,NEAR OCEAN
+-122.25,37.51,45.0,989.0,174.0,504.0,180.0,4.8382,289400.0,NEAR OCEAN
+-122.25,37.5,44.0,348.0,79.0,154.0,73.0,4.7708,253800.0,NEAR OCEAN
+-122.27,37.51,39.0,3996.0,793.0,1744.0,761.0,4.5075,364900.0,NEAR OCEAN
+-122.26,37.51,29.0,3703.0,1075.0,1611.0,1025.0,2.7075,323800.0,NEAR OCEAN
+-122.26,37.5,24.0,2307.0,510.0,842.0,507.0,3.6111,341500.0,NEAR OCEAN
+-122.26,37.5,52.0,878.0,186.0,393.0,186.0,3.7045,360500.0,NEAR OCEAN
+-122.25,37.5,45.0,1812.0,336.0,752.0,329.0,4.95,345000.0,NEAR OCEAN
+-122.25,37.49,43.0,2607.0,477.0,1225.0,461.0,4.224,349600.0,NEAR OCEAN
+-122.25,37.49,40.0,2709.0,521.0,1156.0,510.0,4.6366,395500.0,NEAR OCEAN
+-122.25,37.49,44.0,4420.0,743.0,1790.0,735.0,6.142,394700.0,NEAR OCEAN
+-122.26,37.5,44.0,6983.0,1131.0,2818.0,1115.0,5.6271,374800.0,NEAR OCEAN
+-122.28,37.51,33.0,4719.0,,1980.0,757.0,6.1064,405000.0,NEAR OCEAN
+-122.28,37.5,33.0,6499.0,998.0,2694.0,957.0,7.4787,431300.0,NEAR OCEAN
+-122.28,37.49,25.0,7335.0,1157.0,2626.0,1049.0,6.5475,500001.0,NEAR OCEAN
+-122.28,37.49,29.0,4148.0,635.0,1638.0,627.0,6.912,457200.0,NEAR OCEAN
+-122.27,37.48,26.0,3542.0,507.0,1392.0,524.0,8.5184,500001.0,NEAR OCEAN
+-122.26,37.48,34.0,4453.0,682.0,1805.0,672.0,5.6038,451300.0,NEAR OCEAN
+-122.29,37.48,15.0,5480.0,892.0,2009.0,831.0,7.4678,500001.0,NEAR OCEAN
+-122.27,37.47,44.0,3022.0,473.0,1235.0,477.0,6.7058,495900.0,NEAR OCEAN
+-122.26,37.46,26.0,5067.0,750.0,1996.0,728.0,7.0001,500001.0,NEAR OCEAN
+-122.28,37.47,44.0,863.0,114.0,281.0,99.0,6.8879,500001.0,NEAR OCEAN
+-122.24,37.47,41.0,1183.0,203.0,455.0,171.0,5.1071,314100.0,NEAR OCEAN
+-122.25,37.48,37.0,3507.0,569.0,1663.0,608.0,5.0863,440300.0,NEAR OCEAN
+-122.24,37.47,40.0,1504.0,270.0,689.0,287.0,6.1244,308800.0,NEAR OCEAN
+-122.25,37.47,38.0,645.0,124.0,265.0,103.0,5.4688,305000.0,NEAR OCEAN
+-122.25,37.47,35.0,3183.0,515.0,1313.0,487.0,5.9062,383200.0,NEAR OCEAN
+-122.25,37.48,45.0,2743.0,390.0,974.0,400.0,7.1621,500001.0,NEAR OCEAN
+-122.24,37.48,45.0,4126.0,696.0,1722.0,668.0,4.8966,362100.0,NEAR OCEAN
+-122.24,37.48,40.0,4459.0,1027.0,2080.0,982.0,3.5322,361900.0,NEAR OCEAN
+-122.24,37.48,47.0,2423.0,407.0,1010.0,407.0,6.2154,362700.0,NEAR OCEAN
+-122.24,37.49,30.0,2956.0,590.0,1191.0,594.0,3.7463,427600.0,NEAR OCEAN
+-122.24,37.49,38.0,4105.0,950.0,2561.0,909.0,3.8684,265600.0,NEAR OCEAN
+-122.21,37.48,39.0,1535.0,340.0,1204.0,370.0,2.8482,247200.0,NEAR BAY
+-122.23,37.49,11.0,840.0,329.0,1338.0,345.0,2.3333,241700.0,NEAR OCEAN
+-122.21,37.49,24.0,2528.0,947.0,2437.0,861.0,2.2746,225000.0,NEAR BAY
+-122.22,37.48,47.0,2570.0,783.0,3107.0,724.0,2.8058,229500.0,NEAR OCEAN
+-122.22,37.48,34.0,1541.0,584.0,1564.0,558.0,2.56,250000.0,NEAR OCEAN
+-122.24,37.49,19.0,322.0,112.0,191.0,102.0,2.5833,500001.0,NEAR OCEAN
+-122.24,37.55,3.0,6164.0,1175.0,2198.0,975.0,6.7413,435900.0,NEAR BAY
+-122.25,37.53,16.0,4428.0,664.0,1677.0,623.0,7.6864,422500.0,NEAR BAY
+-122.26,37.53,4.0,5233.0,1109.0,1690.0,907.0,6.2007,311800.0,NEAR BAY
+-122.25,37.52,14.0,1472.0,291.0,876.0,292.0,4.3594,366000.0,NEAR BAY
+-122.21,37.52,18.0,2962.0,945.0,1639.0,851.0,2.7399,87500.0,NEAR BAY
+-122.19,37.48,35.0,7067.0,1646.0,5380.0,1597.0,4.1776,265300.0,NEAR BAY
+-122.21,37.48,20.0,505.0,216.0,326.0,216.0,2.9286,237500.0,NEAR BAY
+-122.21,37.48,37.0,1326.0,335.0,1771.0,335.0,3.0147,218100.0,NEAR BAY
+-122.2,37.48,32.0,640.0,166.0,991.0,160.0,1.9844,270000.0,NEAR BAY
+-122.2,37.48,41.0,733.0,155.0,652.0,140.0,5.1654,233600.0,NEAR BAY
+-122.2,37.48,30.0,1170.0,258.0,610.0,243.0,3.4427,263500.0,NEAR BAY
+-122.19,37.48,45.0,886.0,165.0,492.0,173.0,4.2708,267000.0,NEAR BAY
+-122.19,37.48,38.0,1300.0,269.0,608.0,292.0,4.5568,286900.0,NEAR BAY
+-122.19,37.47,44.0,1371.0,263.0,589.0,301.0,4.8068,312300.0,NEAR BAY
+-122.2,37.47,44.0,1927.0,332.0,846.0,362.0,4.2083,278200.0,NEAR BAY
+-122.2,37.47,37.0,1053.0,266.0,939.0,267.0,3.1989,320800.0,NEAR BAY
+-122.2,37.47,37.0,1403.0,369.0,1587.0,331.0,2.8258,232800.0,NEAR BAY
+-122.21,37.47,33.0,1266.0,415.0,1991.0,334.0,2.92,202800.0,NEAR OCEAN
+-122.21,37.47,26.0,1777.0,555.0,1966.0,497.0,3.0472,211000.0,NEAR OCEAN
+-122.21,37.47,43.0,733.0,162.0,497.0,175.0,3.2708,255300.0,NEAR OCEAN
+-122.22,37.47,23.0,7740.0,1943.0,4124.0,1743.0,3.3268,322800.0,NEAR OCEAN
+-122.22,37.47,35.0,367.0,113.0,398.0,109.0,2.5,166700.0,NEAR OCEAN
+-122.22,37.47,28.0,5956.0,1612.0,3571.0,1549.0,3.1864,272800.0,NEAR OCEAN
+-122.23,37.48,33.0,3108.0,805.0,1895.0,717.0,3.3015,267700.0,NEAR OCEAN
+-122.23,37.47,39.0,5264.0,1259.0,3057.0,1265.0,3.623,276600.0,NEAR OCEAN
+-122.23,37.48,38.0,1578.0,399.0,879.0,388.0,2.7969,298400.0,NEAR OCEAN
+-122.24,37.47,35.0,2283.0,491.0,1148.0,436.0,4.5556,318600.0,NEAR OCEAN
+-122.24,37.47,36.0,2021.0,433.0,1117.0,432.0,3.929,303100.0,NEAR OCEAN
+-122.23,37.46,33.0,2643.0,464.0,1015.0,427.0,4.2232,363700.0,NEAR OCEAN
+-122.23,37.46,26.0,4670.0,1039.0,2103.0,933.0,4.4167,333800.0,NEAR OCEAN
+-122.25,37.46,33.0,6841.0,950.0,2681.0,980.0,7.1088,443300.0,NEAR OCEAN
+-122.24,37.46,36.0,4686.0,781.0,2254.0,845.0,6.1043,343500.0,NEAR OCEAN
+-122.26,37.45,17.0,2742.0,441.0,986.0,421.0,5.9285,496000.0,NEAR OCEAN
+-122.23,37.46,36.0,6090.0,1057.0,3081.0,1075.0,5.6629,343600.0,NEAR OCEAN
+-122.22,37.46,37.0,2586.0,495.0,1208.0,502.0,4.3214,342700.0,NEAR OCEAN
+-122.23,37.45,34.0,4177.0,723.0,1586.0,660.0,5.0457,395100.0,NEAR OCEAN
+-122.23,37.45,29.0,1617.0,235.0,758.0,246.0,7.7932,469900.0,NEAR OCEAN
+-122.22,37.46,13.0,2888.0,546.0,1182.0,504.0,6.0255,409300.0,NEAR OCEAN
+-122.2,37.46,40.0,1723.0,208.0,976.0,209.0,9.8892,500001.0,NEAR OCEAN
+-122.2,37.44,31.0,2328.0,270.0,722.0,247.0,15.0001,500001.0,NEAR OCEAN
+-122.22,37.44,32.0,4281.0,501.0,1318.0,484.0,15.0001,500001.0,NEAR OCEAN
+-122.21,37.46,48.0,2560.0,322.0,921.0,301.0,10.8758,500001.0,NEAR OCEAN
+-122.21,37.46,40.0,1777.0,207.0,577.0,207.0,15.0001,500001.0,NEAR OCEAN
+-122.18,37.46,40.0,2529.0,293.0,831.0,258.0,15.0001,500001.0,NEAR BAY
+-122.2,37.47,40.0,2959.0,389.0,985.0,365.0,9.9025,500001.0,NEAR BAY
+-122.18,37.47,37.0,2848.0,328.0,852.0,327.0,13.367,500001.0,NEAR BAY
+-122.16,37.47,44.0,2581.0,437.0,1006.0,414.0,5.397,341700.0,NEAR BAY
+-122.17,37.48,39.0,2427.0,401.0,1178.0,408.0,5.9629,352700.0,NEAR BAY
+-122.16,37.47,33.0,3687.0,852.0,3091.0,852.0,2.6506,162600.0,NEAR BAY
+-122.16,37.48,36.0,2238.0,479.0,1949.0,457.0,2.3769,157300.0,NEAR BAY
+-122.14,37.5,46.0,30.0,4.0,13.0,5.0,15.0001,500001.0,NEAR BAY
+-122.14,37.48,36.0,1210.0,236.0,981.0,239.0,4.0039,148900.0,NEAR BAY
+-122.14,37.47,36.0,2081.0,412.0,1931.0,373.0,3.7917,160600.0,NEAR BAY
+-122.12,37.48,36.0,880.0,177.0,795.0,188.0,3.8194,159400.0,NEAR BAY
+-122.13,37.47,25.0,1630.0,353.0,1546.0,371.0,5.0893,173400.0,NEAR BAY
+-122.13,37.46,37.0,1576.0,334.0,1385.0,323.0,2.5294,159400.0,NEAR BAY
+-122.13,37.46,35.0,1321.0,300.0,1133.0,287.0,3.7312,159600.0,NEAR BAY
+-122.12,37.45,38.0,1276.0,314.0,955.0,287.0,2.0096,155700.0,NEAR BAY
+-122.13,37.46,31.0,2247.0,573.0,1711.0,511.0,3.2642,185600.0,NEAR BAY
+-122.13,37.47,30.0,1480.0,294.0,1126.0,301.0,4.983,166700.0,NEAR BAY
+-122.14,37.47,37.0,3373.0,815.0,2909.0,705.0,2.8868,156600.0,NEAR BAY
+-122.15,37.47,37.0,1844.0,382.0,1634.0,417.0,2.7993,145500.0,NEAR BAY
+-122.15,37.47,38.0,1560.0,301.0,1331.0,316.0,3.0521,151500.0,NEAR BAY
+-122.15,37.46,30.0,4198.0,1244.0,2678.0,1147.0,3.6712,308600.0,NEAR BAY
+-122.14,37.46,27.0,5580.0,2009.0,4165.0,1763.0,2.4375,189000.0,NEAR BAY
+-122.15,37.47,39.0,1295.0,239.0,566.0,242.0,5.6407,326400.0,NEAR BAY
+-122.15,37.46,42.0,1995.0,412.0,794.0,374.0,5.6234,379600.0,NEAR BAY
+-122.16,37.46,45.0,2068.0,348.0,844.0,366.0,6.227,417800.0,NEAR BAY
+-122.16,37.45,50.0,196.0,41.0,76.0,42.0,7.6129,412500.0,NEAR BAY
+-122.16,37.46,32.0,2663.0,661.0,1403.0,733.0,4.2667,410200.0,NEAR BAY
+-122.17,37.46,47.0,2312.0,332.0,1044.0,282.0,9.459,500001.0,NEAR BAY
+-122.19,37.46,34.0,5419.0,1183.0,2002.0,1138.0,4.1985,500001.0,NEAR BAY
+-122.17,37.45,33.0,1828.0,396.0,766.0,378.0,4.4531,500001.0,NEAR BAY
+-122.17,37.45,35.0,1025.0,242.0,388.0,232.0,5.1995,500001.0,NEAR BAY
+-122.18,37.45,43.0,2061.0,437.0,817.0,385.0,4.4688,460200.0,NEAR BAY
+-122.18,37.45,37.0,5257.0,1360.0,2128.0,1264.0,4.0,394300.0,NEAR BAY
+-122.19,37.45,18.0,1636.0,414.0,853.0,439.0,5.1032,464600.0,NEAR OCEAN
+-122.18,37.44,44.0,2237.0,347.0,948.0,346.0,8.2436,500001.0,NEAR OCEAN
+-122.19,37.44,38.0,3383.0,456.0,1203.0,465.0,9.3198,500001.0,NEAR OCEAN
+-122.19,37.44,39.0,4402.0,618.0,1616.0,631.0,8.9955,500001.0,NEAR OCEAN
+-122.2,37.43,38.0,3626.0,528.0,1350.0,532.0,7.3681,500001.0,NEAR OCEAN
+-122.21,37.44,35.0,1140.0,193.0,486.0,199.0,4.6908,500001.0,NEAR OCEAN
+-122.2,37.43,40.0,2223.0,412.0,1050.0,417.0,5.2421,444500.0,NEAR OCEAN
+-122.19,37.43,39.0,2392.0,420.0,937.0,406.0,6.6136,472800.0,NEAR OCEAN
+-122.2,37.43,22.0,3294.0,744.0,1337.0,655.0,5.2391,500001.0,NEAR OCEAN
+-122.21,37.43,33.0,1606.0,254.0,727.0,271.0,8.6963,500001.0,NEAR OCEAN
+-122.21,37.43,23.0,5741.0,1012.0,1843.0,888.0,5.7211,500001.0,NEAR OCEAN
+-122.23,37.42,16.0,1945.0,320.0,512.0,300.0,7.4542,500001.0,NEAR OCEAN
+-122.19,37.42,47.0,932.0,167.0,295.0,116.0,8.4375,500001.0,NEAR OCEAN
+-122.21,37.43,20.0,975.0,134.0,324.0,146.0,9.7796,500001.0,NEAR OCEAN
+-122.21,37.42,28.0,564.0,72.0,191.0,79.0,11.9666,500001.0,NEAR OCEAN
+-122.2,37.4,37.0,1296.0,194.0,540.0,192.0,8.2782,500001.0,NEAR OCEAN
+-122.2,37.4,30.0,2612.0,338.0,980.0,324.0,10.0481,500001.0,NEAR OCEAN
+-122.21,37.38,28.0,4518.0,578.0,1489.0,559.0,11.3176,500001.0,NEAR OCEAN
+-122.2,37.35,17.0,3095.0,442.0,1173.0,424.0,13.2986,500001.0,NEAR BAY
+-122.21,37.37,34.0,1476.0,217.0,613.0,223.0,8.2883,500001.0,NEAR OCEAN
+-122.22,37.37,26.0,440.0,202.0,322.0,218.0,5.1831,350000.0,NEAR OCEAN
+-122.22,37.36,34.0,1559.0,243.0,600.0,242.0,8.7382,500001.0,NEAR OCEAN
+-122.22,37.4,32.0,2297.0,287.0,814.0,283.0,15.0001,500001.0,NEAR OCEAN
+-122.25,37.45,34.0,2999.0,365.0,927.0,369.0,10.2811,500001.0,NEAR OCEAN
+-122.27,37.45,41.0,830.0,136.0,353.0,153.0,6.3824,500001.0,NEAR OCEAN
+-122.24,37.43,36.0,2410.0,361.0,934.0,377.0,7.652,500001.0,NEAR OCEAN
+-122.27,37.43,33.0,1601.0,223.0,629.0,215.0,15.0001,500001.0,NEAR OCEAN
+-122.25,37.39,33.0,370.0,42.0,153.0,53.0,10.6514,500001.0,NEAR OCEAN
+-122.26,37.38,28.0,1103.0,164.0,415.0,154.0,7.8633,500001.0,NEAR OCEAN
+-122.29,37.41,30.0,6373.0,854.0,2149.0,798.0,10.6868,500001.0,NEAR OCEAN
+-122.46,37.51,23.0,949.0,151.0,399.0,149.0,5.6286,411300.0,NEAR OCEAN
+-122.47,37.5,18.0,2297.0,416.0,1086.0,381.0,4.875,334600.0,NEAR OCEAN
+-122.47,37.5,25.0,950.0,259.0,404.0,195.0,3.1937,319200.0,NEAR OCEAN
+-122.48,37.51,22.0,1564.0,278.0,761.0,270.0,4.7578,318500.0,NEAR OCEAN
+-122.47,37.51,15.0,4974.0,764.0,2222.0,774.0,6.7606,364300.0,NEAR OCEAN
+-122.44,37.52,16.0,7077.0,1179.0,3502.0,1148.0,5.9919,345100.0,NEAR OCEAN
+-122.53,37.5,19.0,4768.0,807.0,2199.0,805.0,6.1896,331100.0,NEAR OCEAN
+-122.49,37.54,15.0,3456.0,545.0,1527.0,535.0,6.3256,368000.0,NEAR OCEAN
+-122.51,37.53,17.0,1574.0,262.0,672.0,241.0,7.2929,355800.0,NEAR OCEAN
+-122.5,37.51,11.0,749.0,137.0,355.0,124.0,8.2364,371800.0,NEAR OCEAN
+-122.49,37.5,21.0,1209.0,309.0,801.0,259.0,4.5625,500000.0,NEAR OCEAN
+-122.43,37.43,17.0,11999.0,2249.0,5467.0,1989.0,4.8405,354300.0,NEAR OCEAN
+-122.34,37.46,21.0,1799.0,293.0,576.0,277.0,7.439,500001.0,NEAR OCEAN
+-122.38,37.34,33.0,1054.0,209.0,400.0,161.0,7.7773,456300.0,NEAR OCEAN
+-122.33,37.39,52.0,573.0,102.0,232.0,92.0,6.2263,500001.0,NEAR OCEAN
+-122.27,37.32,37.0,2607.0,534.0,1346.0,507.0,5.3951,277700.0,NEAR OCEAN
+-122.27,37.24,30.0,2762.0,593.0,1581.0,502.0,5.1002,319400.0,NEAR OCEAN
+-122.38,37.18,52.0,1746.0,315.0,941.0,220.0,3.3047,286100.0,NEAR OCEAN
+-119.77,34.44,24.0,5652.0,1313.0,2312.0,1294.0,2.4717,295300.0,NEAR OCEAN
+-119.78,34.45,9.0,1830.0,353.0,1515.0,220.0,4.2109,450000.0,NEAR OCEAN
+-119.79,34.45,24.0,2746.0,433.0,1076.0,380.0,5.8635,348700.0,NEAR OCEAN
+-119.75,34.45,26.0,3578.0,677.0,1504.0,618.0,4.1375,395000.0,NEAR OCEAN
+-119.75,34.44,28.0,1080.0,298.0,524.0,251.0,1.8432,327300.0,NEAR OCEAN
+-119.76,34.44,28.0,1985.0,582.0,1092.0,548.0,2.4701,290900.0,NEAR OCEAN
+-119.75,34.45,6.0,2864.0,,1404.0,603.0,5.5073,263800.0,NEAR OCEAN
+-119.78,34.48,21.0,2377.0,322.0,1007.0,328.0,7.9248,500001.0,NEAR OCEAN
+-119.75,34.5,26.0,3563.0,579.0,1479.0,575.0,5.9522,438400.0,<1H OCEAN
+-119.78,34.45,23.0,2077.0,306.0,705.0,256.0,6.4744,500001.0,NEAR OCEAN
+-119.73,34.44,38.0,1729.0,,801.0,395.0,3.1364,357500.0,NEAR OCEAN
+-119.73,34.43,35.0,2703.0,654.0,1383.0,631.0,4.5278,340400.0,NEAR OCEAN
+-119.74,34.44,26.0,4257.0,1031.0,1861.0,950.0,3.4047,294500.0,NEAR OCEAN
+-119.72,34.43,30.0,2491.0,656.0,1091.0,576.0,2.5139,279500.0,<1H OCEAN
+-119.72,34.43,27.0,984.0,299.0,777.0,313.0,2.5694,275000.0,<1H OCEAN
+-119.72,34.43,46.0,1332.0,329.0,746.0,310.0,3.6719,357400.0,<1H OCEAN
+-119.72,34.43,36.0,1156.0,309.0,521.0,304.0,2.6014,320600.0,<1H OCEAN
+-119.72,34.43,33.0,1028.0,377.0,753.0,356.0,2.3454,243800.0,<1H OCEAN
+-119.71,34.43,18.0,1170.0,372.0,681.0,346.0,2.1974,255000.0,<1H OCEAN
+-119.71,34.42,31.0,1643.0,499.0,1253.0,499.0,3.1563,267000.0,<1H OCEAN
+-119.71,34.43,47.0,1572.0,417.0,790.0,384.0,2.6429,279200.0,<1H OCEAN
+-119.72,34.44,50.0,3265.0,509.0,1256.0,443.0,6.3997,500001.0,<1H OCEAN
+-119.71,34.44,52.0,1837.0,343.0,711.0,355.0,4.1316,443000.0,<1H OCEAN
+-119.7,34.43,37.0,1462.0,306.0,678.0,322.0,5.1545,418400.0,<1H OCEAN
+-119.71,34.43,48.0,2408.0,536.0,1005.0,497.0,3.5213,458600.0,<1H OCEAN
+-119.7,34.43,39.0,1486.0,467.0,758.0,409.0,2.6875,320600.0,<1H OCEAN
+-119.7,34.43,52.0,977.0,289.0,412.0,272.0,2.125,300000.0,<1H OCEAN
+-119.7,34.47,32.0,3725.0,569.0,1304.0,527.0,7.7261,500001.0,<1H OCEAN
+-119.72,34.47,34.0,3262.0,533.0,1265.0,502.0,5.8411,381800.0,<1H OCEAN
+-119.71,34.45,35.0,2183.0,363.0,988.0,351.0,5.5922,384400.0,<1H OCEAN
+-119.71,34.44,41.0,2220.0,367.0,927.0,355.0,5.3184,376000.0,<1H OCEAN
+-119.72,34.44,43.0,1781.0,342.0,663.0,358.0,4.7,293800.0,<1H OCEAN
+-119.72,34.44,39.0,1489.0,304.0,700.0,268.0,3.8819,289900.0,<1H OCEAN
+-119.73,34.44,48.0,2114.0,390.0,973.0,367.0,4.8021,351100.0,NEAR OCEAN
+-119.73,34.45,44.0,2261.0,328.0,763.0,294.0,6.7449,415600.0,<1H OCEAN
+-119.74,34.44,27.0,1251.0,282.0,503.0,283.0,2.8,353000.0,NEAR OCEAN
+-119.74,34.45,29.0,2526.0,388.0,1092.0,409.0,6.0597,383100.0,<1H OCEAN
+-119.69,34.44,41.0,1989.0,271.0,666.0,269.0,6.8406,500001.0,<1H OCEAN
+-119.69,34.43,44.0,2440.0,485.0,1011.0,442.0,4.149,443600.0,<1H OCEAN
+-119.7,34.43,35.0,1402.0,369.0,654.0,385.0,2.6205,318800.0,<1H OCEAN
+-119.69,34.43,43.0,1257.0,311.0,671.0,263.0,2.875,280600.0,<1H OCEAN
+-119.69,34.43,37.0,2801.0,497.0,1150.0,476.0,5.8311,387700.0,<1H OCEAN
+-119.68,34.44,23.0,2600.0,398.0,917.0,374.0,8.7394,500001.0,<1H OCEAN
+-119.67,34.47,35.0,2700.0,422.0,1995.0,383.0,4.9757,500001.0,<1H OCEAN
+-119.66,34.44,26.0,2790.0,413.0,1014.0,397.0,6.5631,500001.0,<1H OCEAN
+-119.66,34.43,27.0,5509.0,1059.0,2591.0,979.0,3.8456,500001.0,<1H OCEAN
+-119.67,34.44,32.0,3202.0,537.0,1316.0,538.0,5.2888,463800.0,<1H OCEAN
+-119.69,34.43,30.0,1273.0,343.0,1082.0,325.0,2.5104,228100.0,<1H OCEAN
+-119.68,34.43,33.0,1961.0,462.0,1693.0,445.0,2.9896,236000.0,<1H OCEAN
+-119.68,34.43,49.0,1785.0,386.0,1267.0,380.0,3.5208,251200.0,<1H OCEAN
+-119.67,34.38,28.0,1814.0,526.0,849.0,420.0,3.1625,364300.0,<1H OCEAN
+-119.68,34.42,38.0,1452.0,354.0,1139.0,340.0,2.707,236800.0,<1H OCEAN
+-119.67,34.43,39.0,1467.0,381.0,1404.0,374.0,2.3681,241400.0,<1H OCEAN
+-119.67,34.42,37.0,1673.0,444.0,1477.0,446.0,2.0643,246700.0,<1H OCEAN
+-119.67,34.42,23.0,1333.0,393.0,1369.0,381.0,2.5947,232600.0,<1H OCEAN
+-119.7,34.43,52.0,1364.0,460.0,804.0,400.0,2.375,293800.0,<1H OCEAN
+-119.7,34.42,52.0,329.0,109.0,291.0,102.0,1.4722,350000.0,<1H OCEAN
+-119.7,34.42,41.0,725.0,239.0,582.0,214.0,3.1667,362500.0,<1H OCEAN
+-119.69,34.42,17.0,1826.0,544.0,1325.0,532.0,1.2762,253600.0,<1H OCEAN
+-119.69,34.42,52.0,302.0,112.0,392.0,114.0,2.5978,258300.0,<1H OCEAN
+-119.71,34.42,52.0,1838.0,692.0,851.0,576.0,1.4851,237500.0,<1H OCEAN
+-119.71,34.42,49.0,1560.0,436.0,1041.0,411.0,2.925,246900.0,<1H OCEAN
+-119.71,34.42,39.0,1172.0,322.0,606.0,316.0,2.16,259100.0,<1H OCEAN
+-119.71,34.42,50.0,840.0,279.0,488.0,270.0,2.2097,258300.0,<1H OCEAN
+-119.7,34.42,43.0,1802.0,557.0,1490.0,538.0,2.675,247900.0,<1H OCEAN
+-119.7,34.41,52.0,1526.0,458.0,1633.0,449.0,2.2069,226500.0,NEAR OCEAN
+-119.72,34.42,37.0,1635.0,427.0,1027.0,408.0,3.5905,264700.0,NEAR OCEAN
+-119.72,34.42,31.0,1524.0,383.0,1257.0,398.0,2.6019,250000.0,NEAR OCEAN
+-119.72,34.42,49.0,1610.0,370.0,961.0,351.0,2.6983,260100.0,NEAR OCEAN
+-119.72,34.42,52.0,1759.0,387.0,980.0,402.0,4.0125,261000.0,NEAR OCEAN
+-119.71,34.42,52.0,1411.0,324.0,1091.0,306.0,4.1062,252900.0,<1H OCEAN
+-119.71,34.42,23.0,2068.0,658.0,1898.0,570.0,2.5506,230800.0,<1H OCEAN
+-119.71,34.41,31.0,1034.0,319.0,997.0,308.0,2.6538,231800.0,NEAR OCEAN
+-119.73,34.35,20.0,1648.0,319.0,905.0,307.0,4.375,335200.0,NEAR OCEAN
+-119.71,34.36,34.0,1706.0,276.0,628.0,243.0,4.1842,364000.0,NEAR OCEAN
+-119.7,34.36,35.0,1604.0,334.0,904.0,337.0,4.7411,336400.0,NEAR OCEAN
+-119.71,34.4,36.0,1846.0,358.0,748.0,329.0,4.2283,326800.0,NEAR OCEAN
+-119.7,34.4,25.0,1858.0,493.0,865.0,460.0,3.0938,312500.0,NEAR OCEAN
+-119.72,34.41,35.0,871.0,145.0,354.0,154.0,4.3214,341800.0,NEAR OCEAN
+-119.71,34.4,27.0,3782.0,771.0,1742.0,751.0,4.0451,395100.0,NEAR OCEAN
+-119.71,34.41,18.0,1225.0,317.0,694.0,306.0,3.6823,255000.0,NEAR OCEAN
+-119.7,34.41,19.0,1215.0,360.0,1349.0,423.0,2.6607,226500.0,NEAR OCEAN
+-119.7,34.41,19.0,2086.0,575.0,1701.0,530.0,2.8042,236100.0,NEAR OCEAN
+-119.69,34.38,39.0,1383.0,459.0,677.0,362.0,2.25,281300.0,NEAR OCEAN
+-119.69,34.41,44.0,1208.0,357.0,603.0,297.0,2.6103,500000.0,<1H OCEAN
+-119.75,34.43,23.0,2982.0,837.0,1317.0,787.0,3.3776,283200.0,NEAR OCEAN
+-119.74,34.43,26.0,3119.0,562.0,1459.0,562.0,5.0434,340400.0,NEAR OCEAN
+-119.75,34.4,31.0,1997.0,299.0,826.0,301.0,6.8927,500001.0,NEAR OCEAN
+-119.73,34.43,27.0,1448.0,404.0,978.0,338.0,2.303,261000.0,NEAR OCEAN
+-119.73,34.42,23.0,1364.0,227.0,638.0,238.0,5.3279,413900.0,NEAR OCEAN
+-119.73,34.42,25.0,2024.0,312.0,907.0,335.0,5.4127,392800.0,NEAR OCEAN
+-119.72,34.41,35.0,1853.0,375.0,878.0,338.0,4.9044,335300.0,NEAR OCEAN
+-119.74,34.41,30.0,2365.0,417.0,1053.0,409.0,5.5959,346200.0,NEAR OCEAN
+-119.73,34.41,29.0,1769.0,297.0,703.0,269.0,4.4375,350000.0,NEAR OCEAN
+-119.72,34.41,26.0,1648.0,378.0,954.0,405.0,3.2895,335000.0,NEAR OCEAN
+-119.74,34.35,34.0,1664.0,292.0,705.0,257.0,5.0,329400.0,NEAR OCEAN
+-119.74,34.38,32.0,1479.0,287.0,830.0,288.0,5.345,322600.0,NEAR OCEAN
+-119.63,34.42,42.0,1765.0,263.0,753.0,260.0,8.5608,500001.0,<1H OCEAN
+-119.64,34.43,34.0,3045.0,570.0,1002.0,488.0,5.623,500001.0,<1H OCEAN
+-119.63,34.4,29.0,3865.0,814.0,1266.0,613.0,6.0069,500001.0,<1H OCEAN
+-119.64,34.43,32.0,1872.0,318.0,749.0,296.0,4.625,500001.0,<1H OCEAN
+-119.61,34.45,33.0,3597.0,519.0,1207.0,479.0,5.3963,500001.0,<1H OCEAN
+-119.63,34.44,37.0,3188.0,442.0,984.0,376.0,9.4522,500001.0,<1H OCEAN
+-119.61,34.43,16.0,2665.0,391.0,794.0,311.0,9.0267,500001.0,<1H OCEAN
+-119.53,34.41,8.0,1705.0,400.0,886.0,391.0,3.9659,297400.0,<1H OCEAN
+-119.52,34.41,20.0,4489.0,800.0,2867.0,765.0,4.806,279700.0,<1H OCEAN
+-119.51,34.4,24.0,3422.0,596.0,1763.0,601.0,5.2039,301300.0,NEAR OCEAN
+-119.51,34.4,15.0,1112.0,256.0,411.0,245.0,2.0625,314300.0,NEAR OCEAN
+-119.52,34.39,23.0,1414.0,365.0,889.0,345.0,2.6397,250000.0,NEAR OCEAN
+-119.51,34.39,32.0,1921.0,394.0,951.0,334.0,3.233,346000.0,NEAR OCEAN
+-119.52,34.4,20.0,1834.0,477.0,1305.0,417.0,3.2125,251000.0,NEAR OCEAN
+-119.53,34.38,22.0,2323.0,727.0,1301.0,478.0,2.7864,300000.0,NEAR OCEAN
+-119.53,34.4,14.0,1671.0,383.0,1079.0,365.0,3.1389,248700.0,<1H OCEAN
+-119.51,34.46,28.0,3506.0,563.0,1362.0,483.0,6.091,500001.0,<1H OCEAN
+-119.55,34.38,17.0,1951.0,368.0,681.0,350.0,2.7275,500001.0,<1H OCEAN
+-119.57,34.38,22.0,2512.0,426.0,919.0,341.0,5.759,425000.0,<1H OCEAN
+-119.59,34.43,28.0,2718.0,542.0,1066.0,442.0,4.2059,500001.0,<1H OCEAN
+-119.59,34.39,35.0,622.0,170.0,278.0,139.0,3.6969,335000.0,<1H OCEAN
+-119.5,34.35,39.0,308.0,38.0,59.0,21.0,11.7794,500001.0,NEAR OCEAN
+-119.49,34.39,17.0,4617.0,982.0,2303.0,923.0,3.9224,230600.0,NEAR OCEAN
+-119.72,34.77,35.0,2469.0,553.0,1168.0,427.0,2.4583,62100.0,<1H OCEAN
+-120.18,34.75,17.0,2074.0,382.0,1035.0,359.0,3.7958,400000.0,<1H OCEAN
+-120.27,34.72,14.0,1289.0,277.0,693.0,237.0,3.2569,230800.0,<1H OCEAN
+-120.18,34.62,25.0,1337.0,219.0,671.0,225.0,3.1912,226400.0,NEAR OCEAN
+-120.2,34.63,14.0,2647.0,515.0,1487.0,488.0,4.4519,227900.0,NEAR OCEAN
+-120.2,34.61,15.0,2958.0,690.0,1348.0,617.0,3.8582,215200.0,NEAR OCEAN
+-120.13,34.63,11.0,2137.0,339.0,916.0,338.0,5.5221,394900.0,NEAR OCEAN
+-120.12,34.6,10.0,2426.0,426.0,966.0,419.0,5.5106,290900.0,NEAR OCEAN
+-120.14,34.6,22.0,2136.0,465.0,1143.0,409.0,2.9479,243100.0,NEAR OCEAN
+-120.16,34.61,17.0,921.0,189.0,434.0,219.0,3.0185,500001.0,NEAR OCEAN
+-120.14,34.59,9.0,2536.0,499.0,832.0,385.0,2.5743,309800.0,NEAR OCEAN
+-120.14,34.59,24.0,1601.0,282.0,731.0,285.0,4.2026,259800.0,NEAR OCEAN
+-120.04,34.72,13.0,3942.0,585.0,1542.0,515.0,6.6054,500001.0,NEAR OCEAN
+-120.11,34.66,18.0,1348.0,238.0,631.0,247.0,5.3154,289400.0,NEAR OCEAN
+-120.08,34.64,18.0,2375.0,429.0,1048.0,369.0,4.2222,375000.0,NEAR OCEAN
+-120.08,34.62,11.0,3478.0,588.0,1693.0,582.0,4.6554,272300.0,NEAR OCEAN
+-120.09,34.62,18.0,2708.0,382.0,988.0,359.0,5.5194,367000.0,NEAR OCEAN
+-120.11,34.62,16.0,2943.0,394.0,959.0,359.0,6.2094,440000.0,NEAR OCEAN
+-120.09,34.61,11.0,586.0,125.0,317.0,74.0,2.8906,84400.0,NEAR OCEAN
+-120.08,34.59,24.0,1874.0,319.0,820.0,315.0,5.1909,390200.0,NEAR OCEAN
+-120.01,34.54,30.0,2992.0,609.0,1288.0,465.0,3.9375,292900.0,NEAR OCEAN
+-120.44,34.91,12.0,3189.0,463.0,1200.0,442.0,5.299,226800.0,<1H OCEAN
+-120.45,34.91,16.0,712.0,147.0,355.0,162.0,2.56,150000.0,<1H OCEAN
+-120.48,34.9,20.0,3842.0,630.0,2490.0,662.0,3.0559,120100.0,<1H OCEAN
+-120.45,34.88,15.0,2143.0,286.0,929.0,315.0,5.7306,269700.0,<1H OCEAN
+-120.44,34.88,9.0,3124.0,415.0,1169.0,407.0,6.7694,275100.0,<1H OCEAN
+-120.45,34.87,4.0,1533.0,221.0,545.0,191.0,7.5696,328700.0,<1H OCEAN
+-120.44,34.87,13.0,2312.0,352.0,1084.0,388.0,5.038,194000.0,<1H OCEAN
+-120.45,34.86,23.0,3415.0,778.0,1492.0,633.0,2.2791,114800.0,NEAR OCEAN
+-120.4,34.86,11.0,1633.0,348.0,504.0,327.0,2.0508,275000.0,<1H OCEAN
+-120.4,34.85,26.0,2384.0,385.0,1323.0,400.0,4.8185,157900.0,<1H OCEAN
+-120.41,34.86,15.0,978.0,187.0,407.0,182.0,4.375,158000.0,<1H OCEAN
+-120.43,34.86,17.0,3172.0,506.0,1538.0,473.0,4.3125,168100.0,<1H OCEAN
+-120.43,34.86,17.0,1932.0,347.0,874.0,312.0,3.8203,141500.0,<1H OCEAN
+-120.37,34.9,17.0,2649.0,386.0,1057.0,362.0,4.7813,326800.0,<1H OCEAN
+-120.33,34.87,24.0,2590.0,404.0,1093.0,338.0,3.9375,341200.0,<1H OCEAN
+-120.42,34.91,4.0,6986.0,1217.0,2801.0,1212.0,3.2135,212700.0,<1H OCEAN
+-120.43,34.9,27.0,2019.0,354.0,1029.0,346.0,3.5391,144700.0,<1H OCEAN
+-120.43,34.9,30.0,2388.0,393.0,1117.0,375.0,4.1058,164000.0,<1H OCEAN
+-120.41,34.88,8.0,3119.0,620.0,1159.0,544.0,3.5288,165500.0,<1H OCEAN
+-120.42,34.89,24.0,2020.0,307.0,855.0,283.0,5.0099,162500.0,<1H OCEAN
+-120.43,34.89,30.0,1979.0,342.0,999.0,320.0,5.0286,158000.0,<1H OCEAN
+-120.43,34.89,28.0,2862.0,478.0,1384.0,463.0,4.6694,158200.0,<1H OCEAN
+-120.43,34.88,22.0,2580.0,381.0,1149.0,372.0,5.0113,158600.0,<1H OCEAN
+-120.42,34.87,18.0,2505.0,376.0,1162.0,382.0,4.8359,195700.0,<1H OCEAN
+-120.43,34.87,21.0,2131.0,329.0,1094.0,353.0,4.6648,193000.0,<1H OCEAN
+-120.43,34.87,26.0,1699.0,272.0,799.0,266.0,3.9871,157700.0,<1H OCEAN
+-120.41,34.88,4.0,3680.0,559.0,1678.0,569.0,5.0639,201700.0,<1H OCEAN
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+-120.41,34.87,32.0,1997.0,317.0,866.0,281.0,5.062,158900.0,<1H OCEAN
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+-120.43,34.95,43.0,2020.0,344.0,692.0,310.0,3.6815,181800.0,<1H OCEAN
+-120.42,34.94,32.0,2844.0,551.0,1337.0,516.0,2.7188,133700.0,<1H OCEAN
+-120.43,34.93,4.0,2866.0,648.0,1311.0,578.0,2.8649,186500.0,<1H OCEAN
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+-120.43,34.98,21.0,2725.0,514.0,1466.0,488.0,3.6639,128600.0,<1H OCEAN
+-120.43,34.97,28.0,1433.0,270.0,1001.0,278.0,4.0125,130100.0,<1H OCEAN
+-120.42,34.96,20.0,1678.0,307.0,840.0,316.0,4.4342,160700.0,<1H OCEAN
+-120.43,34.96,24.0,2739.0,414.0,1171.0,413.0,4.8155,162900.0,<1H OCEAN
+-120.43,34.96,24.0,1799.0,470.0,1416.0,408.0,2.0673,136900.0,<1H OCEAN
+-120.42,34.96,31.0,3518.0,608.0,1386.0,572.0,3.6212,151400.0,<1H OCEAN
+-120.42,34.96,19.0,2298.0,511.0,1246.0,513.0,2.212,132000.0,<1H OCEAN
+-120.43,34.96,19.0,2350.0,631.0,1291.0,515.0,1.0349,130800.0,<1H OCEAN
+-120.42,34.97,18.0,1932.0,350.0,1071.0,346.0,4.125,139800.0,<1H OCEAN
+-120.41,34.96,16.0,2299.0,403.0,1245.0,395.0,4.2125,148300.0,<1H OCEAN
+-120.42,34.96,14.0,2069.0,343.0,1240.0,338.0,4.5066,149800.0,<1H OCEAN
+-120.38,34.96,9.0,2813.0,492.0,1144.0,490.0,4.0431,226800.0,<1H OCEAN
+-120.41,34.96,21.0,1774.0,263.0,724.0,237.0,4.65,152500.0,<1H OCEAN
+-120.41,34.96,9.0,2712.0,428.0,1116.0,415.0,4.5536,190100.0,<1H OCEAN
+-120.4,34.95,8.0,1885.0,286.0,835.0,290.0,5.0206,261000.0,<1H OCEAN
+-120.47,34.98,6.0,5762.0,1115.0,2551.0,919.0,3.0723,137300.0,<1H OCEAN
+-120.44,34.97,22.0,1619.0,360.0,1509.0,384.0,1.7941,110300.0,<1H OCEAN
+-120.44,34.97,26.0,1705.0,344.0,1605.0,307.0,3.7589,113700.0,<1H OCEAN
+-120.45,34.97,25.0,1920.0,380.0,1434.0,388.0,3.0368,129300.0,<1H OCEAN
+-120.45,34.97,10.0,1897.0,354.0,1353.0,357.0,3.7679,131300.0,<1H OCEAN
+-120.44,34.96,29.0,2374.0,562.0,1617.0,463.0,2.6531,108300.0,<1H OCEAN
+-120.44,34.96,30.0,1685.0,315.0,1290.0,368.0,3.4722,112500.0,<1H OCEAN
+-120.45,34.96,21.0,2121.0,445.0,2211.0,463.0,4.0603,117600.0,<1H OCEAN
+-120.45,34.96,11.0,1299.0,280.0,1158.0,223.0,2.5556,129200.0,<1H OCEAN
+-120.44,34.96,39.0,1228.0,379.0,851.0,341.0,1.899,113300.0,<1H OCEAN
+-120.44,34.96,34.0,1248.0,284.0,986.0,272.0,2.9167,104200.0,<1H OCEAN
+-120.45,34.96,26.0,1949.0,396.0,1575.0,377.0,2.875,121400.0,<1H OCEAN
+-120.45,34.95,32.0,1574.0,447.0,1772.0,463.0,1.8625,90200.0,<1H OCEAN
+-120.44,34.94,24.0,2481.0,476.0,1101.0,474.0,3.1576,147200.0,<1H OCEAN
+-120.47,34.94,17.0,1368.0,308.0,642.0,303.0,1.8633,109400.0,<1H OCEAN
+-120.44,34.93,15.0,868.0,244.0,1133.0,253.0,2.0995,87500.0,<1H OCEAN
+-120.44,34.93,16.0,2098.0,558.0,1252.0,492.0,2.1509,67500.0,<1H OCEAN
+-120.44,34.95,38.0,3004.0,794.0,2601.0,747.0,2.2743,106400.0,<1H OCEAN
+-120.45,34.95,10.0,2207.0,644.0,2232.0,543.0,2.375,98500.0,<1H OCEAN
+-120.44,34.94,29.0,1877.0,516.0,1634.0,492.0,1.6875,122700.0,<1H OCEAN
+-120.45,34.95,7.0,1479.0,532.0,1057.0,459.0,2.2538,162500.0,<1H OCEAN
+-120.45,34.94,26.0,1058.0,232.0,891.0,243.0,3.6422,120600.0,<1H OCEAN
+-120.45,34.94,24.0,1702.0,447.0,1240.0,417.0,2.4091,115500.0,<1H OCEAN
+-120.54,34.97,23.0,1353.0,345.0,1322.0,336.0,1.8185,97800.0,<1H OCEAN
+-120.57,34.96,27.0,1401.0,294.0,1306.0,286.0,2.5809,83200.0,NEAR OCEAN
+-120.57,34.96,38.0,1145.0,297.0,1107.0,296.0,2.1776,89100.0,NEAR OCEAN
+-120.64,34.97,5.0,2090.0,469.0,1911.0,482.0,2.4318,86100.0,NEAR OCEAN
+-120.6,34.91,44.0,711.0,140.0,384.0,116.0,2.1094,73800.0,NEAR OCEAN
+-120.59,34.7,29.0,17738.0,3114.0,12427.0,2826.0,2.7377,28300.0,NEAR OCEAN
+-120.48,34.7,26.0,3069.0,518.0,1524.0,539.0,4.3162,136400.0,NEAR OCEAN
+-120.46,34.64,11.0,562.0,164.0,504.0,147.0,2.0161,118800.0,NEAR OCEAN
+-120.46,34.65,22.0,1298.0,358.0,1272.0,363.0,1.6488,117500.0,NEAR OCEAN
+-120.46,34.64,26.0,2364.0,604.0,1520.0,529.0,1.9444,129400.0,NEAR OCEAN
+-120.47,34.64,8.0,2482.0,586.0,1427.0,540.0,3.071,120400.0,NEAR OCEAN
+-120.47,34.65,31.0,1438.0,320.0,816.0,270.0,2.4583,128100.0,NEAR OCEAN
+-120.46,34.64,16.0,686.0,217.0,614.0,200.0,0.8106,83300.0,NEAR OCEAN
+-120.44,34.64,8.0,787.0,126.0,446.0,133.0,4.6023,163400.0,NEAR OCEAN
+-120.45,34.64,30.0,2330.0,422.0,1255.0,449.0,3.8512,134600.0,NEAR OCEAN
+-120.45,34.64,27.0,2696.0,622.0,1322.0,543.0,3.0352,135400.0,NEAR OCEAN
+-120.45,34.64,40.0,1051.0,235.0,574.0,201.0,2.0865,111500.0,NEAR OCEAN
+-120.46,34.65,10.0,2143.0,593.0,1167.0,548.0,2.0819,103300.0,NEAR OCEAN
+-120.46,34.65,14.0,885.0,223.0,533.0,224.0,2.5966,109300.0,NEAR OCEAN
+-120.47,34.65,32.0,2193.0,430.0,1074.0,377.0,2.3333,130200.0,NEAR OCEAN
+-120.47,34.65,16.0,2549.0,428.0,1486.0,432.0,4.2875,150700.0,NEAR OCEAN
+-120.45,34.65,27.0,2253.0,382.0,1197.0,384.0,3.3203,134700.0,NEAR OCEAN
+-120.44,34.65,30.0,2265.0,512.0,1402.0,471.0,1.975,134000.0,NEAR OCEAN
+-120.45,34.65,27.0,2215.0,578.0,1544.0,527.0,1.9257,135300.0,NEAR OCEAN
+-120.45,34.65,21.0,1182.0,243.0,733.0,251.0,3.1442,131600.0,NEAR OCEAN
+-120.45,34.65,25.0,980.0,276.0,896.0,245.0,2.0,87500.0,NEAR OCEAN
+-120.46,34.63,48.0,1408.0,301.0,682.0,279.0,2.9271,146600.0,NEAR OCEAN
+-120.46,34.64,37.0,1697.0,334.0,740.0,272.0,2.3804,148000.0,NEAR OCEAN
+-120.47,34.64,16.0,1912.0,406.0,1009.0,417.0,3.4063,138000.0,NEAR OCEAN
+-120.45,34.64,17.0,1226.0,277.0,484.0,224.0,3.2167,112500.0,NEAR OCEAN
+-120.45,34.64,34.0,2571.0,499.0,1105.0,451.0,3.7778,150000.0,NEAR OCEAN
+-120.45,34.63,32.0,1840.0,309.0,828.0,333.0,4.5486,172400.0,NEAR OCEAN
+-120.44,34.66,22.0,3231.0,549.0,1739.0,581.0,4.5417,142400.0,NEAR OCEAN
+-120.45,34.66,7.0,3329.0,504.0,1462.0,452.0,4.7875,198300.0,NEAR OCEAN
+-120.46,34.66,5.0,2904.0,702.0,1302.0,618.0,3.0081,135200.0,NEAR OCEAN
+-120.47,34.66,4.0,3376.0,525.0,1684.0,535.0,4.9237,166600.0,NEAR OCEAN
+-120.39,34.52,40.0,2162.0,395.0,1010.0,332.0,2.5667,239300.0,NEAR OCEAN
+-120.48,34.66,4.0,1897.0,331.0,915.0,336.0,4.1563,172600.0,NEAR OCEAN
+-120.48,34.65,26.0,1933.0,316.0,1001.0,319.0,4.4628,134400.0,NEAR OCEAN
+-120.45,34.63,25.0,2445.0,368.0,983.0,363.0,4.9286,180100.0,NEAR OCEAN
+-120.47,34.63,23.0,2441.0,463.0,1392.0,434.0,3.7917,142200.0,NEAR OCEAN
+-120.46,34.74,15.0,2185.0,386.0,827.0,336.0,5.3765,223100.0,NEAR OCEAN
+-120.45,34.71,21.0,1868.0,268.0,522.0,255.0,6.4678,249300.0,NEAR OCEAN
+-120.46,34.71,17.0,2830.0,430.0,1035.0,416.0,4.9292,207200.0,NEAR OCEAN
+-120.47,34.7,24.0,2387.0,385.0,1051.0,382.0,4.4595,152700.0,NEAR OCEAN
+-120.47,34.71,21.0,2535.0,383.0,1012.0,368.0,5.6177,183800.0,NEAR OCEAN
+-120.37,34.69,18.0,1868.0,315.0,747.0,265.0,4.7946,290600.0,NEAR OCEAN
+-120.43,34.7,26.0,2353.0,389.0,1420.0,389.0,3.87,125800.0,NEAR OCEAN
+-120.43,34.69,33.0,2054.0,373.0,1067.0,358.0,3.6023,128300.0,NEAR OCEAN
+-120.44,34.68,6.0,2187.0,277.0,697.0,273.0,6.2685,307400.0,NEAR OCEAN
+-119.86,34.42,23.0,1450.0,642.0,1258.0,607.0,1.179,225000.0,NEAR OCEAN
+-119.88,34.4,25.0,2741.0,623.0,2272.0,624.0,2.2647,216700.0,NEAR OCEAN
+-119.85,34.4,14.0,2307.0,650.0,5723.0,615.0,2.1652,37500.0,NEAR OCEAN
+-119.88,34.43,14.0,2472.0,685.0,1292.0,621.0,3.3026,229500.0,NEAR OCEAN
+-119.88,34.43,16.0,1734.0,365.0,962.0,391.0,4.4777,282500.0,NEAR OCEAN
+-119.88,34.43,16.0,2206.0,541.0,1227.0,554.0,3.75,223100.0,NEAR OCEAN
+-119.88,34.42,22.0,2367.0,492.0,1333.0,488.0,3.6304,312200.0,NEAR OCEAN
+-119.91,34.4,24.0,2001.0,365.0,1170.0,330.0,6.0992,268800.0,NEAR OCEAN
+-119.83,34.45,24.0,2168.0,373.0,934.0,366.0,5.4197,280900.0,NEAR OCEAN
+-119.84,34.44,28.0,977.0,162.0,537.0,159.0,4.2404,274300.0,NEAR OCEAN
+-119.84,34.45,26.0,4424.0,616.0,1839.0,601.0,6.3654,331200.0,NEAR OCEAN
+-119.85,34.44,28.0,1765.0,301.0,1173.0,297.0,6.0256,276800.0,NEAR OCEAN
+-119.81,34.47,26.0,4382.0,618.0,1728.0,587.0,7.4734,432200.0,NEAR OCEAN
+-119.81,34.46,22.0,3488.0,452.0,1479.0,458.0,7.1687,384400.0,NEAR OCEAN
+-119.85,34.48,23.0,1915.0,277.0,724.0,267.0,6.2987,348200.0,NEAR OCEAN
+-119.88,34.44,27.0,4724.0,793.0,2394.0,738.0,5.5954,261400.0,NEAR OCEAN
+-119.89,34.44,25.0,2786.0,470.0,1669.0,462.0,5.5184,268300.0,NEAR OCEAN
+-119.89,34.44,25.0,3160.0,507.0,1514.0,523.0,5.0767,271200.0,NEAR OCEAN
+-119.92,34.44,17.0,2143.0,324.0,1073.0,330.0,6.0321,402600.0,NEAR OCEAN
+-120.05,34.47,21.0,1241.0,248.0,746.0,211.0,3.8056,425000.0,NEAR OCEAN
+-119.86,34.38,28.0,1062.0,309.0,1058.0,305.0,1.5071,316700.0,NEAR OCEAN
+-119.86,34.41,24.0,1576.0,580.0,1630.0,531.0,1.24,325000.0,NEAR OCEAN
+-119.86,34.38,26.0,1626.0,375.0,1580.0,359.0,2.1471,187500.0,NEAR OCEAN
+-119.81,34.45,24.0,3678.0,567.0,1554.0,570.0,6.5173,334000.0,NEAR OCEAN
+-119.81,34.44,23.0,3172.0,588.0,1467.0,559.0,4.6806,288900.0,NEAR OCEAN
+-119.82,34.45,24.0,3592.0,533.0,1683.0,528.0,6.7247,333800.0,NEAR OCEAN
+-119.83,34.44,26.0,1739.0,402.0,599.0,368.0,3.0875,198400.0,NEAR OCEAN
+-119.82,34.44,22.0,2239.0,475.0,1016.0,434.0,4.875,295400.0,NEAR OCEAN
+-119.81,34.44,14.0,961.0,305.0,662.0,286.0,3.2115,206300.0,NEAR OCEAN
+-119.82,34.43,15.0,1482.0,345.0,669.0,379.0,3.0773,112500.0,NEAR OCEAN
+-119.82,34.44,16.0,1414.0,463.0,793.0,439.0,3.6034,150000.0,NEAR OCEAN
+-119.82,34.44,28.0,1992.0,531.0,1622.0,509.0,2.7689,228200.0,NEAR OCEAN
+-119.83,34.44,35.0,796.0,281.0,567.0,257.0,2.1389,260000.0,NEAR OCEAN
+-119.83,34.43,31.0,798.0,346.0,699.0,301.0,2.1417,205000.0,NEAR OCEAN
+-119.77,34.43,22.0,2552.0,443.0,1066.0,424.0,5.1271,342500.0,NEAR OCEAN
+-119.77,34.43,28.0,3318.0,441.0,1604.0,404.0,9.7821,500001.0,NEAR OCEAN
+-119.79,34.4,20.0,3104.0,415.0,1061.0,380.0,9.6885,500001.0,NEAR OCEAN
+-119.8,34.44,27.0,2674.0,419.0,1176.0,416.0,5.0294,280200.0,NEAR OCEAN
+-119.8,34.43,27.0,3143.0,537.0,1760.0,570.0,4.6957,271500.0,NEAR OCEAN
+-119.8,34.43,22.0,2845.0,500.0,1456.0,454.0,5.6604,276400.0,NEAR OCEAN
+-119.79,34.44,25.0,1479.0,314.0,977.0,309.0,4.1797,271800.0,NEAR OCEAN
+-119.78,34.44,28.0,2864.0,495.0,1364.0,482.0,4.835,353400.0,NEAR OCEAN
+-119.79,34.43,26.0,3611.0,563.0,2089.0,540.0,5.1615,276200.0,NEAR OCEAN
+-121.9,37.36,38.0,1141.0,333.0,1028.0,291.0,2.7333,182500.0,<1H OCEAN
+-121.89,37.36,37.0,1525.0,363.0,1075.0,374.0,2.8971,186100.0,<1H OCEAN
+-121.88,37.36,30.0,2453.0,573.0,1845.0,530.0,3.7396,210700.0,<1H OCEAN
+-121.89,37.35,44.0,1668.0,380.0,1143.0,365.0,3.2083,181900.0,<1H OCEAN
+-121.9,37.36,47.0,1007.0,245.0,581.0,240.0,2.9545,237500.0,<1H OCEAN
+-121.9,37.35,52.0,1034.0,239.0,531.0,223.0,2.7411,227100.0,<1H OCEAN
+-121.9,37.35,42.0,2082.0,626.0,1396.0,610.0,3.25,185300.0,<1H OCEAN
+-121.9,37.34,50.0,1345.0,287.0,791.0,254.0,3.5966,245800.0,<1H OCEAN
+-121.9,37.34,52.0,241.0,69.0,385.0,64.0,2.619,212500.0,<1H OCEAN
+-121.92,37.34,35.0,357.0,120.0,377.0,99.0,3.0139,204200.0,<1H OCEAN
+-121.92,37.34,42.0,2101.0,524.0,1212.0,526.0,3.6389,239200.0,<1H OCEAN
+-121.92,37.34,52.0,2584.0,491.0,1087.0,433.0,4.4,391300.0,<1H OCEAN
+-121.92,37.33,52.0,2009.0,338.0,841.0,338.0,5.5259,295800.0,<1H OCEAN
+-121.92,37.33,52.0,2962.0,557.0,1215.0,506.0,4.7768,301100.0,<1H OCEAN
+-121.93,37.33,44.0,1449.0,291.0,676.0,282.0,3.575,292200.0,<1H OCEAN
+-121.93,37.33,44.0,2142.0,358.0,846.0,375.0,5.4273,421000.0,<1H OCEAN
+-121.94,37.33,34.0,1809.0,317.0,863.0,302.0,4.3,330500.0,<1H OCEAN
+-121.91,37.34,35.0,2189.0,607.0,1193.0,562.0,2.8042,240900.0,<1H OCEAN
+-121.91,37.33,28.0,454.0,147.0,366.0,140.0,2.9853,187500.0,<1H OCEAN
+-121.91,37.33,52.0,2562.0,410.0,973.0,398.0,4.8854,330600.0,<1H OCEAN
+-121.92,37.33,52.0,2125.0,382.0,930.0,387.0,5.2831,299500.0,<1H OCEAN
+-121.9,37.33,34.0,197.0,44.0,152.0,47.0,4.05,200000.0,<1H OCEAN
+-121.91,37.33,52.0,2212.0,563.0,1195.0,532.0,2.894,209500.0,<1H OCEAN
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+-122.03,37.37,30.0,1269.0,290.0,556.0,266.0,3.8125,325000.0,<1H OCEAN
+-122.04,37.37,42.0,1125.0,273.0,616.0,258.0,3.6765,252800.0,<1H OCEAN
+-122.04,37.37,33.0,2757.0,489.0,1201.0,481.0,5.0453,311600.0,<1H OCEAN
+-122.04,37.38,38.0,2850.0,550.0,1518.0,514.0,4.2028,273600.0,<1H OCEAN
+-122.03,37.38,21.0,2667.0,798.0,1433.0,727.0,3.8732,252400.0,<1H OCEAN
+-122.02,37.38,43.0,1261.0,317.0,836.0,333.0,4.0911,224600.0,<1H OCEAN
+-122.01,37.38,32.0,726.0,204.0,538.0,203.0,4.505,230400.0,<1H OCEAN
+-122.02,37.37,8.0,5686.0,1489.0,3250.0,1329.0,4.2782,327700.0,<1H OCEAN
+-122.01,37.37,11.0,2559.0,694.0,1309.0,668.0,4.1847,167300.0,<1H OCEAN
+-122.01,37.37,25.0,2213.0,360.0,1066.0,390.0,7.2165,360900.0,<1H OCEAN
+-122.0,37.37,16.0,1434.0,372.0,804.0,361.0,3.7045,178100.0,<1H OCEAN
+-122.03,37.39,22.0,3280.0,933.0,1842.0,795.0,4.4107,232700.0,<1H OCEAN
+-122.02,37.38,32.0,1889.0,487.0,1321.0,508.0,3.2574,254400.0,<1H OCEAN
+-122.01,37.39,26.0,2500.0,962.0,2374.0,879.0,3.5586,222200.0,<1H OCEAN
+-122.01,37.39,36.0,1976.0,361.0,1348.0,371.0,5.6447,252600.0,<1H OCEAN
+-122.0,37.39,36.0,1236.0,229.0,880.0,247.0,5.791,239400.0,<1H OCEAN
+-122.03,37.39,34.0,2600.0,650.0,1994.0,650.0,4.0223,250200.0,<1H OCEAN
+-122.02,37.4,35.0,2348.0,531.0,1475.0,498.0,4.35,261000.0,<1H OCEAN
+-122.01,37.39,16.0,3015.0,829.0,1769.0,807.0,4.0068,249500.0,<1H OCEAN
+-122.02,37.39,35.0,2297.0,497.0,1428.0,497.0,4.7431,239700.0,<1H OCEAN
+-122.04,37.39,5.0,8745.0,2211.0,3959.0,2019.0,4.7685,280100.0,<1H OCEAN
+-122.05,37.38,23.0,3200.0,907.0,2029.0,866.0,3.5649,450000.0,<1H OCEAN
+-122.05,37.38,24.0,2424.0,501.0,1367.0,507.0,4.072,364200.0,<1H OCEAN
+-122.05,37.38,29.0,1875.0,340.0,816.0,350.0,5.4351,336500.0,<1H OCEAN
+-122.06,37.38,20.0,4293.0,1272.0,2389.0,1210.0,4.2719,270800.0,NEAR BAY
+-122.05,37.37,27.0,2687.0,768.0,1362.0,725.0,3.4028,324200.0,<1H OCEAN
+-122.05,37.39,25.0,347.0,82.0,148.0,77.0,4.4531,350000.0,<1H OCEAN
+-122.06,37.4,21.0,12855.0,3226.0,7273.0,3052.0,4.3351,267400.0,NEAR BAY
+-122.06,37.39,26.0,18.0,4.0,8.0,4.0,3.75,375000.0,NEAR BAY
+-122.06,37.39,22.0,1236.0,290.0,413.0,274.0,3.6875,40000.0,NEAR BAY
+-122.06,37.38,20.0,3401.0,768.0,1497.0,747.0,4.2188,500001.0,NEAR BAY
+-122.06,37.38,21.0,1798.0,399.0,837.0,410.0,5.6999,470000.0,NEAR BAY
+-122.06,37.37,18.0,3058.0,661.0,1377.0,675.0,6.1299,500001.0,<1H OCEAN
+-122.06,37.38,20.0,2976.0,766.0,1227.0,634.0,4.8625,262500.0,NEAR BAY
+-122.07,37.39,19.0,1465.0,342.0,646.0,345.0,4.712,289300.0,NEAR BAY
+-122.08,37.4,23.0,806.0,158.0,373.0,156.0,5.9291,284600.0,NEAR BAY
+-122.07,37.4,16.0,3352.0,813.0,1440.0,729.0,3.7359,262500.0,NEAR BAY
+-122.07,37.41,26.0,1184.0,225.0,815.0,218.0,5.7657,322300.0,NEAR BAY
+-122.07,37.4,15.0,2940.0,910.0,943.0,711.0,4.359,192200.0,NEAR BAY
+-122.08,37.4,19.0,3565.0,858.0,1639.0,744.0,4.1544,277000.0,NEAR BAY
+-122.08,37.4,25.0,1750.0,341.0,999.0,319.0,5.806,308700.0,NEAR BAY
+-122.08,37.41,20.0,1896.0,456.0,1069.0,436.0,4.6875,288900.0,NEAR BAY
+-122.09,37.4,36.0,1575.0,379.0,1036.0,382.0,5.1408,264700.0,NEAR BAY
+-122.1,37.41,33.0,6277.0,1274.0,3025.0,1211.0,5.4721,343300.0,NEAR BAY
+-122.09,37.41,8.0,1480.0,414.0,856.0,445.0,2.8203,284100.0,NEAR BAY
+-122.09,37.41,14.0,753.0,193.0,421.0,153.0,4.2463,266700.0,NEAR BAY
+-122.09,37.41,18.0,1476.0,473.0,838.0,415.0,3.575,274000.0,NEAR BAY
+-122.09,37.4,22.0,1489.0,436.0,662.0,470.0,3.5179,197200.0,NEAR BAY
+-122.09,37.4,17.0,748.0,184.0,412.0,180.0,3.4375,290600.0,NEAR BAY
+-122.09,37.42,23.0,4874.0,1251.0,2699.0,1163.0,3.8003,229800.0,NEAR BAY
+-122.11,37.41,27.0,5110.0,1599.0,2764.0,1482.0,3.4198,351900.0,NEAR BAY
+-122.09,37.4,26.0,3218.0,1021.0,2087.0,964.0,3.2875,182700.0,NEAR BAY
+-122.1,37.4,27.0,3410.0,1156.0,2314.0,1086.0,3.4868,165600.0,NEAR BAY
+-122.1,37.4,23.0,1755.0,508.0,1374.0,506.0,4.3077,293500.0,NEAR BAY
+-122.1,37.4,19.0,1085.0,288.0,1009.0,305.0,3.9091,276000.0,NEAR BAY
+-122.11,37.4,16.0,1994.0,489.0,1173.0,472.0,4.1875,266400.0,NEAR BAY
+-122.11,37.4,15.0,255.0,63.0,138.0,74.0,4.6591,175000.0,NEAR BAY
+-122.1,37.4,23.0,514.0,210.0,367.0,206.0,3.1736,181300.0,NEAR BAY
+-122.08,37.4,52.0,766.0,203.0,448.0,196.0,2.5208,316700.0,NEAR BAY
+-122.09,37.39,43.0,2065.0,535.0,1029.0,500.0,3.7318,327700.0,NEAR BAY
+-122.09,37.39,30.0,1722.0,490.0,1057.0,517.0,3.725,261300.0,NEAR BAY
+-122.09,37.4,24.0,3983.0,1126.0,2645.0,1072.0,3.6742,275000.0,NEAR BAY
+-122.08,37.39,44.0,1498.0,430.0,848.0,400.0,2.8438,307100.0,NEAR BAY
+-122.08,37.39,46.0,1115.0,248.0,543.0,248.0,3.2083,334300.0,NEAR BAY
+-122.08,37.39,4.0,2292.0,,1050.0,584.0,4.8036,340000.0,NEAR BAY
+-122.07,37.39,30.0,1695.0,480.0,932.0,447.0,3.5045,352500.0,NEAR BAY
+-122.07,37.39,37.0,1169.0,239.0,589.0,249.0,5.0131,330300.0,NEAR BAY
+-122.07,37.38,26.0,1272.0,306.0,562.0,284.0,4.5644,280200.0,NEAR BAY
+-122.08,37.39,39.0,2210.0,483.0,1023.0,450.0,4.5833,342400.0,NEAR BAY
+-122.1,37.39,31.0,1117.0,304.0,591.0,302.0,3.5909,353100.0,NEAR BAY
+-122.1,37.39,36.0,1860.0,367.0,794.0,366.0,5.0871,354500.0,NEAR BAY
+-122.09,37.39,34.0,1508.0,483.0,774.0,443.0,2.7279,365600.0,NEAR BAY
+-122.09,37.39,36.0,1035.0,196.0,475.0,205.0,5.5385,359000.0,NEAR BAY
+-122.09,37.38,34.0,1959.0,342.0,849.0,357.0,6.2884,414700.0,NEAR BAY
+-122.09,37.38,36.0,2587.0,416.0,1055.0,410.0,6.1995,407200.0,NEAR BAY
+-122.08,37.38,33.0,2771.0,659.0,1496.0,581.0,3.4042,353600.0,NEAR BAY
+-122.08,37.38,36.0,857.0,156.0,448.0,168.0,5.0086,366700.0,NEAR BAY
+-122.08,37.38,36.0,1199.0,198.0,485.0,199.0,5.0796,373400.0,NEAR BAY
+-122.08,37.38,36.0,782.0,130.0,348.0,128.0,6.828,383900.0,NEAR BAY
+-122.08,37.37,29.0,1229.0,,707.0,194.0,7.1108,465000.0,NEAR BAY
+-122.09,37.37,27.0,1269.0,186.0,464.0,182.0,6.8374,500001.0,NEAR BAY
+-122.09,37.37,34.0,2165.0,355.0,776.0,339.0,5.2971,442100.0,NEAR BAY
+-122.08,37.38,25.0,830.0,228.0,368.0,174.0,3.3917,342900.0,NEAR BAY
+-122.07,37.37,22.0,3770.0,727.0,1657.0,762.0,4.8021,457500.0,NEAR BAY
+-122.07,37.37,30.0,2937.0,407.0,1097.0,407.0,7.9813,473500.0,NEAR BAY
+-122.07,37.36,21.0,3244.0,426.0,1158.0,415.0,7.5,500001.0,<1H OCEAN
+-122.06,37.36,34.0,1747.0,250.0,662.0,257.0,6.8268,500001.0,<1H OCEAN
+-122.07,37.36,28.0,4612.0,608.0,1686.0,567.0,10.0346,500001.0,<1H OCEAN
+-122.08,37.36,31.0,2717.0,376.0,1001.0,381.0,9.281,500001.0,NEAR BAY
+-122.09,37.36,37.0,1550.0,238.0,805.0,250.0,5.0222,500001.0,NEAR BAY
+-122.09,37.36,37.0,2269.0,325.0,930.0,321.0,7.5274,500001.0,NEAR BAY
+-122.08,37.36,28.0,2181.0,284.0,728.0,238.0,8.2266,500001.0,NEAR BAY
+-122.06,37.35,30.0,2040.0,294.0,787.0,278.0,8.758,500001.0,<1H OCEAN
+-122.07,37.34,33.0,1208.0,198.0,495.0,216.0,5.4659,500001.0,<1H OCEAN
+-122.07,37.34,35.0,1172.0,184.0,512.0,175.0,7.3561,500001.0,<1H OCEAN
+-122.07,37.35,35.0,1447.0,205.0,619.0,206.0,9.8144,500001.0,<1H OCEAN
+-122.07,37.35,35.0,1579.0,210.0,570.0,196.0,8.5888,500001.0,<1H OCEAN
+-122.08,37.35,35.0,1347.0,207.0,548.0,189.0,7.7068,500001.0,NEAR BAY
+-122.07,37.34,30.0,1851.0,238.0,631.0,236.0,10.1007,500001.0,<1H OCEAN
+-122.08,37.34,23.0,2597.0,335.0,922.0,338.0,10.5142,500001.0,<1H OCEAN
+-122.08,37.34,28.0,1643.0,216.0,594.0,205.0,12.367,500001.0,<1H OCEAN
+-122.08,37.35,33.0,2398.0,317.0,832.0,314.0,10.3591,500001.0,NEAR BAY
+-122.1,37.38,37.0,4167.0,612.0,1577.0,597.0,7.5655,500001.0,NEAR BAY
+-122.1,37.37,37.0,2511.0,354.0,945.0,348.0,8.3924,500001.0,NEAR BAY
+-122.1,37.37,40.0,2224.0,354.0,929.0,345.0,8.1064,500001.0,NEAR BAY
+-122.11,37.37,22.0,1477.0,195.0,520.0,187.0,10.3329,500001.0,NEAR BAY
+-122.11,37.38,36.0,3598.0,500.0,1296.0,533.0,7.8177,500001.0,NEAR BAY
+-122.11,37.38,22.0,3638.0,719.0,1329.0,650.0,5.0804,500001.0,NEAR BAY
+-122.11,37.37,49.0,1068.0,190.0,410.0,171.0,7.2045,500001.0,NEAR BAY
+-122.12,37.37,18.0,1617.0,231.0,555.0,222.0,8.9021,500001.0,NEAR BAY
+-122.11,37.4,31.0,2836.0,490.0,1138.0,481.0,4.9519,500001.0,NEAR BAY
+-122.11,37.39,36.0,1660.0,261.0,655.0,249.0,6.3967,500001.0,NEAR BAY
+-122.1,37.39,35.0,2471.0,349.0,881.0,342.0,7.6229,500001.0,NEAR BAY
+-122.12,37.4,31.0,2356.0,405.0,921.0,358.0,7.0245,500001.0,NEAR BAY
+-122.12,37.39,34.0,3561.0,497.0,1336.0,501.0,8.9172,500001.0,NEAR BAY
+-122.12,37.38,34.0,1443.0,218.0,504.0,200.0,8.4709,500001.0,NEAR BAY
+-122.12,37.4,32.0,3514.0,473.0,1583.0,480.0,10.3894,500001.0,NEAR BAY
+-122.13,37.4,29.0,6027.0,1195.0,2687.0,1171.0,5.1335,461200.0,NEAR BAY
+-122.13,37.41,36.0,4787.0,900.0,2039.0,890.0,5.4063,440900.0,NEAR BAY
+-122.14,37.41,35.0,2419.0,426.0,949.0,433.0,6.4588,437100.0,NEAR BAY
+-122.14,37.42,46.0,206.0,44.0,134.0,51.0,4.15,265000.0,NEAR BAY
+-122.13,37.42,36.0,3982.0,1045.0,2251.0,995.0,3.5364,314100.0,NEAR BAY
+-122.12,37.41,33.0,2892.0,617.0,1250.0,581.0,5.3727,360900.0,NEAR BAY
+-122.11,37.43,35.0,3584.0,535.0,1405.0,538.0,7.3023,451300.0,NEAR BAY
+-122.11,37.43,35.0,3905.0,565.0,1562.0,553.0,7.313,463700.0,NEAR BAY
+-122.11,37.42,32.0,3058.0,595.0,1267.0,540.0,6.4949,417800.0,NEAR BAY
+-122.11,37.41,35.0,2712.0,428.0,1084.0,425.0,7.1382,443800.0,NEAR BAY
+-122.11,37.41,33.0,1641.0,284.0,659.0,282.0,6.0884,432900.0,NEAR BAY
+-122.12,37.42,35.0,2445.0,533.0,1187.0,519.0,5.2803,362100.0,NEAR BAY
+-122.12,37.42,36.0,2607.0,551.0,1165.0,523.0,5.1524,373100.0,NEAR BAY
+-122.13,37.43,40.0,3454.0,648.0,1498.0,647.0,5.2114,438400.0,NEAR BAY
+-122.13,37.43,32.0,4398.0,878.0,1799.0,792.0,4.7375,431900.0,NEAR BAY
+-122.12,37.43,36.0,3212.0,553.0,1455.0,574.0,6.46,425500.0,NEAR BAY
+-122.12,37.44,33.0,2974.0,623.0,1435.0,588.0,5.485,406300.0,NEAR BAY
+-122.13,37.44,42.0,2390.0,462.0,1146.0,468.0,6.3111,397400.0,NEAR BAY
+-122.12,37.44,33.0,1509.0,303.0,748.0,268.0,4.875,373400.0,NEAR BAY
+-122.11,37.44,35.0,2016.0,349.0,1023.0,376.0,5.6413,376600.0,NEAR BAY
+-122.12,37.43,33.0,3262.0,668.0,1411.0,626.0,5.316,398100.0,NEAR BAY
+-122.13,37.45,37.0,2295.0,332.0,933.0,332.0,6.7257,500001.0,NEAR BAY
+-122.13,37.45,37.0,1287.0,197.0,510.0,206.0,7.9029,500001.0,NEAR BAY
+-122.13,37.45,41.0,3233.0,540.0,1251.0,506.0,6.6354,500001.0,NEAR BAY
+-122.13,37.44,43.0,3004.0,440.0,1088.0,427.0,9.1508,500001.0,NEAR BAY
+-122.13,37.44,38.0,2835.0,447.0,1148.0,446.0,5.9277,446600.0,NEAR BAY
+-122.15,37.46,39.0,906.0,109.0,353.0,112.0,10.3942,500001.0,NEAR BAY
+-122.16,37.45,52.0,1135.0,219.0,441.0,200.0,7.5418,492000.0,NEAR BAY
+-122.15,37.46,52.0,1803.0,257.0,683.0,259.0,10.9508,500001.0,NEAR BAY
+-122.14,37.45,52.0,3841.0,537.0,1391.0,540.0,7.8647,500001.0,NEAR BAY
+-122.15,37.45,52.0,2117.0,353.0,734.0,328.0,6.767,500001.0,NEAR BAY
+-122.14,37.45,48.0,2074.0,297.0,700.0,279.0,8.7051,500001.0,NEAR BAY
+-122.15,37.45,52.0,568.0,91.0,219.0,75.0,6.1575,500001.0,NEAR BAY
+-122.16,37.45,47.0,4234.0,,1808.0,1093.0,4.2297,425000.0,NEAR BAY
+-122.16,37.45,19.0,2207.0,810.0,1304.0,775.0,2.1406,402500.0,NEAR BAY
+-122.16,37.45,37.0,2926.0,874.0,1363.0,815.0,4.5987,356000.0,NEAR BAY
+-122.16,37.44,34.0,2199.0,529.0,1193.0,532.0,4.2972,405900.0,NEAR BAY
+-122.15,37.44,52.0,2063.0,320.0,774.0,309.0,7.2543,500001.0,NEAR BAY
+-122.15,37.44,52.0,1400.0,217.0,522.0,227.0,4.9861,500001.0,NEAR BAY
+-122.15,37.44,52.0,1945.0,293.0,708.0,275.0,6.1655,500001.0,NEAR BAY
+-122.14,37.44,52.0,3117.0,468.0,1114.0,421.0,6.6756,500001.0,NEAR BAY
+-122.14,37.43,52.0,1944.0,308.0,696.0,293.0,8.2664,500001.0,NEAR BAY
+-122.14,37.43,52.0,1327.0,190.0,467.0,189.0,12.5902,500001.0,NEAR BAY
+-122.14,37.43,52.0,1383.0,227.0,551.0,249.0,6.5829,500001.0,NEAR BAY
+-122.15,37.43,47.0,2600.0,490.0,1149.0,465.0,5.0203,476300.0,NEAR BAY
+-122.15,37.42,44.0,3558.0,839.0,1779.0,832.0,3.9243,404800.0,NEAR BAY
+-122.14,37.43,18.0,2060.0,563.0,1144.0,600.0,4.0686,378600.0,NEAR BAY
+-122.15,37.43,20.0,11709.0,,7604.0,3589.0,1.9045,375000.0,NEAR BAY
+-122.16,37.42,34.0,4448.0,610.0,2571.0,581.0,11.0492,500001.0,NEAR OCEAN
+-122.15,37.41,15.0,2577.0,360.0,979.0,364.0,10.476,500001.0,NEAR BAY
+-122.17,37.43,24.0,3924.0,1142.0,7174.0,950.0,4.0972,387500.0,NEAR OCEAN
+-122.15,37.41,29.0,473.0,103.0,359.0,87.0,7.0309,475000.0,NEAR BAY
+-122.18,37.41,21.0,1034.0,117.0,323.0,117.0,10.7237,500001.0,NEAR OCEAN
+-122.13,37.39,27.0,3385.0,427.0,1248.0,409.0,12.0372,500001.0,NEAR BAY
+-122.12,37.37,37.0,1446.0,181.0,549.0,190.0,10.7355,500001.0,NEAR BAY
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+-122.13,37.37,30.0,2139.0,260.0,742.0,242.0,11.806,500001.0,NEAR BAY
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+-122.1,37.36,32.0,1433.0,199.0,498.0,201.0,9.3586,500001.0,NEAR BAY
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+-122.15,37.35,23.0,3814.0,485.0,1344.0,464.0,12.9792,500001.0,NEAR BAY
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+-121.84,37.24,24.0,7991.0,1286.0,4017.0,1213.0,5.4741,238800.0,<1H OCEAN
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+-121.86,37.25,16.0,6958.0,1300.0,2965.0,1217.0,4.2885,262400.0,<1H OCEAN
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+-121.85,37.27,17.0,1957.0,261.0,863.0,269.0,7.3339,294200.0,<1H OCEAN
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+-121.81,37.26,16.0,1911.0,327.0,1158.0,332.0,5.9359,249500.0,<1H OCEAN
+-121.81,37.25,20.0,3398.0,771.0,1231.0,744.0,2.0288,350000.0,<1H OCEAN
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+-121.81,37.25,5.0,1975.0,520.0,861.0,440.0,4.4565,159000.0,<1H OCEAN
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+-121.57,37.0,18.0,7241.0,1225.0,4168.0,1138.0,4.5714,260300.0,INLAND
+-121.57,36.98,14.0,5231.0,817.0,2634.0,799.0,4.9702,279800.0,INLAND
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+-121.59,36.97,16.0,865.0,123.0,403.0,130.0,5.7396,308700.0,INLAND
+-121.59,37.01,16.0,6637.0,1171.0,3575.0,1162.0,4.3227,251500.0,INLAND
+-121.61,37.03,5.0,6529.0,1010.0,3071.0,977.0,5.6754,298500.0,<1H OCEAN
+-121.58,37.03,16.0,3120.0,685.0,2383.0,681.0,3.5551,198600.0,INLAND
+-121.58,37.02,27.0,2303.0,471.0,1447.0,467.0,3.2019,203600.0,INLAND
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+-121.56,37.0,20.0,3976.0,953.0,3866.0,950.0,2.5387,160100.0,INLAND
+-121.54,36.99,27.0,2361.0,449.0,1782.0,397.0,3.2614,305000.0,INLAND
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+-121.74,37.35,34.0,440.0,90.0,217.0,93.0,5.2327,500001.0,<1H OCEAN
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+-121.59,37.19,52.0,220.0,32.0,55.0,26.0,15.0001,131300.0,<1H OCEAN
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+-122.03,37.18,10.0,212.0,38.0,78.0,21.0,6.0622,390000.0,<1H OCEAN
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+-122.0,37.0,16.0,32.0,4.0,36.0,5.0,2.625,137500.0,NEAR OCEAN
+-122.01,36.99,29.0,227.0,45.0,112.0,41.0,6.4469,271400.0,NEAR OCEAN
+-122.01,36.99,28.0,1321.0,240.0,652.0,239.0,4.9808,263100.0,NEAR OCEAN
+-121.99,36.99,29.0,3119.0,507.0,1476.0,487.0,5.8123,281500.0,NEAR OCEAN
+-121.99,36.98,40.0,1104.0,224.0,669.0,215.0,4.3409,256300.0,NEAR OCEAN
+-122.0,36.98,43.0,1636.0,324.0,792.0,325.0,3.5562,239200.0,NEAR OCEAN
+-122.01,36.99,41.0,2548.0,508.0,1290.0,488.0,3.6902,233000.0,NEAR OCEAN
+-122.01,36.98,47.0,1250.0,249.0,607.0,234.0,4.0417,265300.0,NEAR OCEAN
+-122.02,36.99,30.0,2156.0,487.0,1023.0,458.0,2.7875,245000.0,NEAR OCEAN
+-122.02,36.98,21.0,1484.0,394.0,984.0,380.0,2.1734,187500.0,NEAR OCEAN
+-122.02,36.98,44.0,1153.0,238.0,657.0,219.0,3.2368,212500.0,NEAR OCEAN
+-122.04,36.98,35.0,2155.0,355.0,866.0,335.0,5.6188,404700.0,NEAR OCEAN
+-122.04,36.98,33.0,797.0,125.0,385.0,133.0,6.7974,367600.0,NEAR OCEAN
+-122.04,36.97,30.0,2695.0,424.0,1098.0,420.0,5.3972,362300.0,NEAR OCEAN
+-122.06,37.0,14.0,1547.0,374.0,4731.0,348.0,2.4732,131300.0,NEAR OCEAN
+-122.05,36.97,20.0,2428.0,473.0,1145.0,454.0,3.6797,263800.0,NEAR OCEAN
+-122.05,36.97,16.0,3363.0,611.0,1603.0,556.0,4.2542,294100.0,NEAR OCEAN
+-122.06,36.98,15.0,3385.0,669.0,1571.0,615.0,4.2254,320900.0,NEAR OCEAN
+-122.04,36.98,51.0,1076.0,206.0,495.0,201.0,2.9286,258300.0,NEAR OCEAN
+-122.04,36.97,45.0,1302.0,245.0,621.0,258.0,5.1806,266400.0,NEAR OCEAN
+-122.04,36.97,52.0,1901.0,335.0,955.0,301.0,3.8259,253100.0,NEAR OCEAN
+-122.04,36.97,49.0,792.0,136.0,331.0,137.0,5.2128,238600.0,NEAR OCEAN
+-122.04,36.96,44.0,1294.0,269.0,645.0,259.0,3.2437,223900.0,NEAR OCEAN
+-122.03,36.98,37.0,2817.0,716.0,1341.0,662.0,2.1553,255400.0,NEAR OCEAN
+-122.01,36.98,47.0,2403.0,517.0,1144.0,455.0,2.5954,229400.0,NEAR OCEAN
+-122.02,36.98,35.0,1053.0,263.0,552.0,237.0,2.7125,217500.0,NEAR OCEAN
+-122.02,36.98,21.0,607.0,155.0,226.0,136.0,1.9063,166700.0,NEAR OCEAN
+-122.02,36.97,29.0,2568.0,747.0,1743.0,659.0,1.9286,195300.0,NEAR OCEAN
+-122.01,36.97,43.0,2162.0,509.0,1208.0,464.0,2.5417,260900.0,NEAR OCEAN
+-122.01,36.97,52.0,920.0,202.0,525.0,264.0,2.9444,232800.0,NEAR OCEAN
+-122.01,36.97,35.0,1605.0,392.0,743.0,382.0,2.5368,240000.0,NEAR OCEAN
+-122.0,36.98,20.0,2502.0,454.0,981.0,399.0,4.3,275000.0,NEAR OCEAN
+-122.01,36.98,27.0,2820.0,730.0,1511.0,745.0,2.589,242400.0,NEAR OCEAN
+-122.0,36.97,30.0,1029.0,242.0,753.0,249.0,3.1205,240500.0,NEAR OCEAN
+-122.0,36.93,51.0,1616.0,374.0,608.0,302.0,3.1932,400000.0,NEAR OCEAN
+-122.01,36.95,52.0,1217.0,325.0,508.0,237.0,2.0547,326700.0,NEAR OCEAN
+-122.03,36.97,51.0,924.0,232.0,488.0,228.0,2.1964,234400.0,NEAR OCEAN
+-122.03,36.97,36.0,337.0,69.0,223.0,68.0,3.2404,225000.0,NEAR OCEAN
+-122.03,36.97,52.0,403.0,72.0,200.0,73.0,1.6923,262500.0,NEAR OCEAN
+-122.04,36.97,40.0,1193.0,227.0,570.0,204.0,4.4659,237500.0,NEAR OCEAN
+-122.03,36.96,18.0,2677.0,785.0,1391.0,656.0,2.5067,232600.0,NEAR OCEAN
+-122.02,36.97,44.0,594.0,169.0,325.0,139.0,1.1552,250000.0,NEAR OCEAN
+-122.02,36.97,39.0,2124.0,661.0,1365.0,606.0,1.6642,281300.0,NEAR OCEAN
+-122.02,36.96,52.0,775.0,305.0,1054.0,305.0,2.0172,112500.0,NEAR OCEAN
+-122.03,36.96,40.0,584.0,126.0,316.0,139.0,3.5938,243500.0,NEAR OCEAN
+-122.03,36.96,28.0,1607.0,421.0,926.0,385.0,2.425,216100.0,NEAR OCEAN
+-122.04,36.96,32.0,1438.0,306.0,802.0,293.0,4.1964,202000.0,NEAR OCEAN
+-122.04,36.96,42.0,538.0,107.0,200.0,104.0,2.1667,196400.0,NEAR OCEAN
+-122.04,36.96,42.0,1149.0,264.0,703.0,232.0,2.5865,206400.0,NEAR OCEAN
+-122.03,36.96,32.0,2182.0,406.0,1122.0,370.0,3.52,284200.0,NEAR OCEAN
+-122.04,36.95,36.0,1862.0,364.0,1080.0,364.0,4.4567,263800.0,NEAR OCEAN
+-122.01,36.91,19.0,691.0,191.0,324.0,167.0,3.1312,388500.0,NEAR OCEAN
+-122.05,36.96,30.0,971.0,185.0,644.0,173.0,4.2045,226500.0,NEAR OCEAN
+-122.06,36.96,52.0,65.0,17.0,24.0,10.0,4.5,258300.0,NEAR OCEAN
+-122.05,36.87,18.0,2232.0,440.0,1091.0,458.0,3.8269,276000.0,NEAR OCEAN
+-122.04,36.95,27.0,1987.0,374.0,961.0,343.0,3.9667,265800.0,NEAR OCEAN
+-122.04,37.0,52.0,3365.0,644.0,796.0,333.0,2.9712,116600.0,NEAR OCEAN
+-121.75,36.91,32.0,1461.0,422.0,1494.0,416.0,2.8056,173200.0,<1H OCEAN
+-121.74,36.92,29.0,1210.0,281.0,863.0,262.0,3.1062,156000.0,<1H OCEAN
+-121.74,36.92,17.0,2648.0,589.0,1193.0,540.0,2.4461,151700.0,<1H OCEAN
+-121.74,36.92,14.0,3355.0,695.0,1350.0,697.0,2.6506,164600.0,<1H OCEAN
+-121.75,36.93,24.0,4026.0,881.0,2264.0,863.0,3.1327,218100.0,<1H OCEAN
+-121.75,36.92,48.0,1801.0,353.0,1071.0,361.0,3.6,194500.0,<1H OCEAN
+-121.75,36.92,46.0,1362.0,321.0,1068.0,305.0,2.4615,177800.0,<1H OCEAN
+-121.76,36.92,36.0,2096.0,409.0,1454.0,394.0,3.2216,238300.0,<1H OCEAN
+-121.76,36.92,46.0,947.0,257.0,1120.0,264.0,3.4125,160700.0,<1H OCEAN
+-121.75,36.91,52.0,1211.0,447.0,1102.0,392.0,1.6875,161400.0,<1H OCEAN
+-121.76,36.91,23.0,1276.0,437.0,1359.0,376.0,1.9609,155000.0,<1H OCEAN
+-121.75,36.91,42.0,1368.0,468.0,2312.0,484.0,2.5599,151400.0,<1H OCEAN
+-121.77,36.91,8.0,2715.0,750.0,2580.0,718.0,2.8348,162000.0,<1H OCEAN
+-121.76,36.9,44.0,919.0,309.0,1321.0,301.0,2.0775,121400.0,<1H OCEAN
+-121.77,36.93,20.0,2587.0,547.0,1534.0,540.0,2.4375,190400.0,<1H OCEAN
+-121.77,36.93,24.0,1943.0,447.0,1844.0,461.0,3.0192,184300.0,<1H OCEAN
+-121.77,36.93,33.0,1406.0,317.0,1075.0,301.0,3.2813,190000.0,<1H OCEAN
+-121.76,36.92,20.0,2687.0,637.0,2154.0,610.0,2.6434,169700.0,<1H OCEAN
+-121.77,36.92,9.0,4934.0,1112.0,3198.0,977.0,3.5,194800.0,<1H OCEAN
+-121.79,36.93,19.0,2512.0,509.0,1856.0,537.0,3.1815,189100.0,<1H OCEAN
+-121.78,36.92,19.0,1515.0,253.0,975.0,266.0,4.3906,241200.0,<1H OCEAN
+-121.78,36.93,21.0,2794.0,662.0,2236.0,565.0,2.4053,178400.0,<1H OCEAN
+-121.77,36.94,18.0,1063.0,341.0,1033.0,313.0,2.0192,171300.0,<1H OCEAN
+-121.79,36.95,34.0,2152.0,430.0,1516.0,386.0,3.7863,192200.0,<1H OCEAN
+-121.8,36.94,29.0,2377.0,476.0,1669.0,499.0,2.8214,190100.0,<1H OCEAN
+-122.25,37.08,20.0,1201.0,282.0,601.0,234.0,2.5556,177500.0,NEAR OCEAN
+-122.14,37.08,18.0,2420.0,439.0,1278.0,416.0,5.2101,334000.0,NEAR OCEAN
+-122.11,37.05,18.0,3337.0,549.0,1449.0,519.0,5.1412,315800.0,NEAR OCEAN
+-122.13,36.97,27.0,991.0,194.0,543.0,155.0,4.7188,350000.0,NEAR OCEAN
+-122.07,37.13,26.0,1127.0,199.0,543.0,199.0,4.9792,240000.0,NEAR OCEAN
+-122.09,37.09,46.0,695.0,136.0,408.0,148.0,3.9408,222600.0,NEAR OCEAN
+-122.09,37.11,32.0,2637.0,489.0,1031.0,410.0,3.6474,231600.0,NEAR OCEAN
+-122.12,37.09,36.0,1397.0,289.0,661.0,243.0,4.125,239600.0,NEAR OCEAN
+-122.09,37.07,33.0,3581.0,734.0,1780.0,663.0,4.3429,214300.0,NEAR OCEAN
+-122.08,37.08,35.0,1541.0,297.0,791.0,277.0,4.425,204800.0,NEAR OCEAN
+-122.16,37.17,35.0,6422.0,1380.0,2755.0,1064.0,5.0165,202300.0,NEAR OCEAN
+-122.12,37.12,51.0,2419.0,485.0,1078.0,435.0,2.7933,206900.0,NEAR OCEAN
+-122.18,37.15,17.0,1457.0,289.0,591.0,235.0,5.5785,284100.0,NEAR OCEAN
+-122.12,37.16,32.0,1602.0,317.0,752.0,275.0,5.1664,185100.0,NEAR OCEAN
+-122.1,37.19,18.0,808.0,136.0,420.0,145.0,7.1831,273300.0,NEAR OCEAN
+-122.08,37.15,23.0,506.0,96.0,264.0,89.0,7.1366,273900.0,NEAR OCEAN
+-122.11,37.11,46.0,1993.0,404.0,850.0,327.0,5.208,206800.0,NEAR OCEAN
+-122.11,37.14,29.0,3201.0,640.0,1722.0,570.0,4.4597,204100.0,NEAR OCEAN
+-122.13,37.15,39.0,2854.0,613.0,1338.0,518.0,3.9423,180300.0,NEAR OCEAN
+-122.09,37.21,15.0,1969.0,332.0,822.0,324.0,7.8774,394900.0,<1H OCEAN
+-122.0,37.12,17.0,4413.0,672.0,1674.0,608.0,6.9772,383300.0,<1H OCEAN
+-122.04,37.12,30.0,1427.0,311.0,686.0,251.0,4.0781,154500.0,NEAR OCEAN
+-122.02,37.11,36.0,2066.0,401.0,942.0,344.0,5.2417,196400.0,NEAR OCEAN
+-122.05,37.11,39.0,1065.0,248.0,497.0,208.0,4.5972,146300.0,NEAR OCEAN
+-122.07,37.08,21.0,5639.0,894.0,2670.0,871.0,6.0809,270000.0,NEAR OCEAN
+-122.05,37.05,41.0,2422.0,502.0,915.0,366.0,4.1679,201300.0,NEAR OCEAN
+-122.07,37.06,31.0,1634.0,370.0,939.0,332.0,3.8625,232300.0,NEAR OCEAN
+-122.08,37.04,34.0,2800.0,577.0,1353.0,512.0,4.1161,220900.0,NEAR OCEAN
+-122.08,37.03,36.0,4682.0,899.0,2143.0,832.0,4.5096,203700.0,NEAR OCEAN
+-122.04,37.04,17.0,4977.0,994.0,1987.0,947.0,3.8854,312300.0,NEAR OCEAN
+-122.03,37.03,21.0,4650.0,733.0,2014.0,704.0,5.6233,322000.0,NEAR OCEAN
+-122.02,37.01,20.0,1005.0,138.0,345.0,129.0,10.0968,500001.0,NEAR OCEAN
+-122.03,37.0,30.0,2077.0,342.0,816.0,328.0,5.2078,440500.0,NEAR OCEAN
+-122.04,37.08,20.0,467.0,95.0,229.0,86.0,4.8,261500.0,NEAR OCEAN
+-122.02,37.09,35.0,1818.0,368.0,682.0,254.0,4.8611,240000.0,NEAR OCEAN
+-122.03,37.05,12.0,2010.0,422.0,784.0,407.0,3.9728,190900.0,NEAR OCEAN
+-122.01,37.06,19.0,4113.0,767.0,2006.0,732.0,5.1121,308100.0,NEAR OCEAN
+-122.0,37.08,17.0,4154.0,739.0,2149.0,693.0,5.5919,373400.0,NEAR OCEAN
+-121.95,37.11,21.0,2387.0,357.0,913.0,341.0,7.736,397700.0,<1H OCEAN
+-121.96,37.1,20.0,922.0,155.0,361.0,135.0,6.3617,331500.0,<1H OCEAN
+-121.87,37.1,20.0,1918.0,304.0,798.0,302.0,7.5755,402300.0,<1H OCEAN
+-121.9,37.1,23.0,1708.0,287.0,670.0,238.0,6.4517,356600.0,<1H OCEAN
+-121.93,37.04,36.0,1522.0,230.0,677.0,206.0,5.8642,363500.0,<1H OCEAN
+-121.96,37.03,17.0,1343.0,203.0,511.0,185.0,4.625,386400.0,NEAR OCEAN
+-121.93,37.05,14.0,679.0,108.0,306.0,113.0,6.4214,340600.0,<1H OCEAN
+-121.96,37.06,16.0,1321.0,224.0,650.0,206.0,6.3258,390000.0,NEAR OCEAN
+-121.99,37.05,19.0,2023.0,392.0,955.0,328.0,5.2486,353000.0,NEAR OCEAN
+-122.0,37.06,20.0,2403.0,376.0,1149.0,369.0,6.0621,304400.0,NEAR OCEAN
+-122.01,37.03,21.0,5904.0,956.0,2616.0,916.0,5.9039,355300.0,NEAR OCEAN
+-121.97,37.01,21.0,2073.0,357.0,1044.0,351.0,4.5682,371600.0,NEAR OCEAN
+-121.98,36.99,14.0,6787.0,1454.0,3416.0,1357.0,3.5943,262400.0,NEAR OCEAN
+-121.97,37.0,25.0,990.0,166.0,522.0,185.0,4.8269,272900.0,NEAR OCEAN
+-121.98,36.98,29.0,2681.0,632.0,1652.0,620.0,3.075,215800.0,NEAR OCEAN
+-121.99,36.99,16.0,1592.0,369.0,1039.0,351.0,3.6364,207000.0,NEAR OCEAN
+-121.99,36.98,25.0,2113.0,422.0,1365.0,439.0,4.6484,234600.0,NEAR OCEAN
+-121.99,36.98,19.0,5613.0,1321.0,3018.0,1268.0,3.1914,215600.0,NEAR OCEAN
+-121.98,36.97,21.0,3349.0,737.0,1952.0,718.0,3.7273,251900.0,NEAR OCEAN
+-121.98,36.96,20.0,3495.0,818.0,2186.0,772.0,3.1167,258300.0,NEAR OCEAN
+-121.99,36.97,15.0,3044.0,786.0,1306.0,693.0,2.1771,213200.0,NEAR OCEAN
+-122.0,36.97,39.0,2702.0,646.0,1136.0,491.0,2.8941,256700.0,NEAR OCEAN
+-121.99,36.96,42.0,1275.0,272.0,451.0,200.0,4.7321,422400.0,NEAR OCEAN
+-121.99,36.96,16.0,875.0,201.0,300.0,157.0,2.625,377300.0,NEAR OCEAN
+-121.96,36.88,37.0,2846.0,553.0,939.0,433.0,4.7468,294400.0,NEAR OCEAN
+-121.97,36.97,24.0,3665.0,870.0,1954.0,833.0,2.8036,228500.0,NEAR OCEAN
+-121.97,36.96,27.0,4001.0,999.0,1808.0,945.0,2.561,234600.0,NEAR OCEAN
+-121.98,36.96,31.0,3209.0,723.0,1489.0,692.0,3.6619,245100.0,NEAR OCEAN
+-121.96,36.98,16.0,4907.0,1117.0,2265.0,1048.0,2.6757,229200.0,NEAR OCEAN
+-121.97,36.98,17.0,2813.0,497.0,1337.0,477.0,3.7083,252400.0,NEAR OCEAN
+-121.97,36.97,15.0,2849.0,668.0,1546.0,582.0,2.7587,228600.0,NEAR OCEAN
+-121.96,36.97,23.0,4324.0,1034.0,1844.0,875.0,3.0777,263800.0,NEAR OCEAN
+-121.94,36.98,24.0,3010.0,562.0,1360.0,504.0,4.2006,290700.0,NEAR OCEAN
+-121.94,36.98,21.0,3520.0,831.0,1486.0,753.0,3.0905,264300.0,NEAR OCEAN
+-121.95,36.98,34.0,3745.0,958.0,1622.0,802.0,3.1546,261200.0,NEAR OCEAN
+-121.94,36.97,31.0,1738.0,422.0,746.0,355.0,2.5172,330800.0,NEAR OCEAN
+-121.93,36.99,19.0,6356.0,1100.0,2954.0,1070.0,4.7325,283500.0,NEAR OCEAN
+-121.94,37.0,32.0,2210.0,426.0,1082.0,396.0,4.1587,315200.0,NEAR OCEAN
+-121.96,37.0,20.0,3847.0,727.0,1725.0,737.0,3.3447,305200.0,NEAR OCEAN
+-121.96,36.99,23.0,3209.0,748.0,1423.0,666.0,2.7375,238000.0,NEAR OCEAN
+-121.94,36.99,11.0,4571.0,924.0,2004.0,847.0,4.2898,221700.0,NEAR OCEAN
+-121.86,37.0,16.0,8638.0,1392.0,3706.0,1251.0,5.503,351800.0,<1H OCEAN
+-121.91,36.99,23.0,5675.0,964.0,2197.0,880.0,4.8693,322300.0,NEAR OCEAN
+-121.91,36.98,16.0,1957.0,408.0,865.0,369.0,2.6875,233300.0,NEAR OCEAN
+-121.88,36.98,21.0,4117.0,752.0,2001.0,763.0,4.8953,289500.0,NEAR OCEAN
+-121.91,36.97,19.0,4920.0,1092.0,1807.0,922.0,3.5112,231900.0,NEAR OCEAN
+-121.92,36.95,29.0,3457.0,699.0,1327.0,563.0,3.6597,252300.0,NEAR OCEAN
+-121.88,36.96,18.0,4910.0,817.0,1971.0,773.0,5.8325,308800.0,NEAR OCEAN
+-121.9,36.97,21.0,3707.0,751.0,1420.0,608.0,4.4485,295200.0,NEAR OCEAN
+-121.88,36.96,18.0,6355.0,1100.0,2304.0,972.0,6.0281,321100.0,NEAR OCEAN
+-121.9,36.93,22.0,7281.0,1233.0,1849.0,832.0,5.3276,335500.0,NEAR OCEAN
+-121.87,36.95,7.0,3703.0,679.0,1375.0,608.0,4.9219,368400.0,NEAR OCEAN
+-121.84,36.94,29.0,4921.0,967.0,2319.0,823.0,4.9517,307900.0,NEAR OCEAN
+-121.89,36.89,18.0,2774.0,492.0,1283.0,353.0,5.368,352000.0,NEAR OCEAN
+-121.91,36.85,22.0,2442.0,624.0,1301.0,290.0,3.1563,300000.0,NEAR OCEAN
+-121.82,36.86,17.0,1573.0,272.0,142.0,55.0,2.1719,420000.0,NEAR OCEAN
+-121.79,37.0,28.0,2715.0,451.0,1154.0,386.0,4.8021,290400.0,<1H OCEAN
+-121.83,36.98,19.0,4431.0,705.0,1764.0,679.0,4.3321,298600.0,<1H OCEAN
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+-122.21,38.11,35.0,2122.0,400.0,1189.0,408.0,3.0962,124600.0,NEAR BAY
+-122.21,38.1,36.0,3018.0,557.0,1445.0,556.0,3.8029,129900.0,NEAR BAY
+-122.22,38.11,43.0,1939.0,353.0,968.0,392.0,3.1848,112700.0,NEAR BAY
+-122.22,38.1,38.0,931.0,181.0,566.0,207.0,3.0221,93300.0,NEAR BAY
+-122.22,38.1,40.0,2549.0,478.0,1275.0,494.0,2.9469,111600.0,NEAR BAY
+-122.22,38.1,44.0,2256.0,451.0,1057.0,426.0,3.1204,110800.0,NEAR BAY
+-122.22,38.1,44.0,3013.0,563.0,1353.0,512.0,3.4559,111900.0,NEAR BAY
+-122.22,38.09,47.0,2161.0,440.0,966.0,360.0,2.2734,88700.0,NEAR BAY
+-122.21,38.09,37.0,4368.0,779.0,2083.0,741.0,3.8667,127000.0,NEAR BAY
+-122.2,38.09,18.0,6860.0,1079.0,3205.0,1058.0,5.2957,171900.0,NEAR BAY
+-122.22,38.08,37.0,2811.0,,1574.0,516.0,3.1053,96700.0,NEAR BAY
+-122.22,38.08,37.0,4590.0,857.0,2920.0,832.0,3.436,94800.0,NEAR BAY
+-122.22,38.07,4.0,15654.0,2394.0,7025.0,2168.0,5.8171,225200.0,NEAR BAY
+-122.25,38.09,48.0,833.0,188.0,652.0,165.0,2.2417,87900.0,NEAR BAY
+-122.23,38.09,26.0,4397.0,997.0,2539.0,965.0,2.4875,90000.0,NEAR BAY
+-122.24,38.07,13.0,5451.0,1194.0,2957.0,1081.0,2.6098,162500.0,NEAR BAY
+-122.26,38.1,24.0,1213.0,395.0,699.0,386.0,1.3007,94600.0,NEAR BAY
+-122.26,38.1,30.0,3317.0,1058.0,1794.0,990.0,1.1835,133300.0,NEAR BAY
+-122.25,38.1,52.0,248.0,86.0,173.0,69.0,2.3,109400.0,NEAR BAY
+-122.25,38.1,52.0,1780.0,373.0,824.0,317.0,2.75,109900.0,NEAR BAY
+-122.25,38.1,52.0,2315.0,556.0,1113.0,486.0,2.5042,147900.0,NEAR BAY
+-122.25,38.1,52.0,1591.0,372.0,817.0,357.0,2.1411,97200.0,NEAR BAY
+-122.23,38.1,46.0,4143.0,895.0,2240.0,847.0,2.4201,92800.0,NEAR BAY
+-122.24,38.1,49.0,1851.0,356.0,849.0,307.0,2.9432,103500.0,NEAR BAY
+-122.24,38.11,52.0,2050.0,492.0,1277.0,463.0,3.0507,107300.0,NEAR BAY
+-122.24,38.11,42.0,1743.0,388.0,889.0,341.0,2.3241,99200.0,NEAR BAY
+-122.23,38.1,47.0,1303.0,278.0,694.0,269.0,2.5969,92800.0,NEAR BAY
+-122.23,38.12,49.0,2715.0,435.0,1006.0,429.0,4.2308,145800.0,NEAR BAY
+-122.23,38.11,47.0,3007.0,524.0,1152.0,486.0,4.0,141500.0,NEAR BAY
+-122.24,38.11,52.0,2111.0,310.0,772.0,323.0,4.775,148200.0,NEAR BAY
+-122.23,38.13,29.0,5154.0,1084.0,2459.0,1019.0,3.2664,142900.0,NEAR BAY
+-122.24,38.13,37.0,3223.0,564.0,1325.0,539.0,4.0938,126900.0,NEAR BAY
+-122.24,38.12,39.0,2967.0,500.0,1243.0,523.0,4.2902,152400.0,NEAR BAY
+-122.24,38.12,42.0,1625.0,255.0,578.0,243.0,4.0114,166900.0,NEAR BAY
+-122.25,38.12,47.0,1339.0,298.0,794.0,286.0,2.5865,109800.0,NEAR BAY
+-122.25,38.11,49.0,2365.0,504.0,1131.0,458.0,2.6133,103100.0,NEAR BAY
+-122.25,38.11,52.0,2846.0,705.0,1519.0,620.0,2.1976,97900.0,NEAR BAY
+-122.26,38.11,52.0,793.0,216.0,505.0,194.0,1.9667,93800.0,NEAR BAY
+-122.26,38.11,52.0,1560.0,353.0,670.0,287.0,1.7411,98400.0,NEAR BAY
+-122.26,38.11,52.0,2573.0,639.0,1238.0,529.0,2.6708,109700.0,NEAR BAY
+-122.26,38.12,28.0,3102.0,734.0,1623.0,639.0,3.1025,103700.0,NEAR BAY
+-122.27,38.12,45.0,4423.0,1001.0,2109.0,874.0,2.6937,111800.0,NEAR BAY
+-122.27,38.12,42.0,5266.0,1167.0,3124.0,1025.0,2.7375,120000.0,NEAR BAY
+-122.26,38.15,26.0,3699.0,671.0,2388.0,699.0,4.0515,121900.0,NEAR BAY
+-122.26,38.14,34.0,963.0,159.0,392.0,176.0,4.0156,134700.0,NEAR BAY
+-122.26,38.15,16.0,3921.0,727.0,2830.0,680.0,4.5053,123700.0,NEAR BAY
+-122.32,38.12,12.0,5382.0,928.0,3928.0,921.0,5.3785,150600.0,NEAR BAY
+-122.26,38.13,28.0,3072.0,790.0,1375.0,705.0,1.6368,91200.0,NEAR BAY
+-122.24,38.14,15.0,8479.0,1759.0,5008.0,1646.0,3.724,131600.0,NEAR BAY
+-122.24,38.15,10.0,6817.0,1188.0,4163.0,1135.0,4.4529,144100.0,NEAR BAY
+-122.25,38.15,24.0,2917.0,543.0,1878.0,531.0,3.7014,123600.0,NEAR BAY
+-122.22,38.15,7.0,5129.0,,2824.0,738.0,5.5138,171100.0,NEAR BAY
+-122.23,38.15,33.0,1253.0,238.0,753.0,236.0,1.756,86400.0,NEAR BAY
+-122.23,38.14,36.0,1412.0,260.0,792.0,268.0,2.3056,90400.0,NEAR BAY
+-122.15,38.04,14.0,2804.0,587.0,1083.0,573.0,2.6466,168500.0,NEAR BAY
+-122.16,38.05,52.0,1888.0,457.0,830.0,408.0,3.1373,185100.0,NEAR BAY
+-122.16,38.05,34.0,2434.0,428.0,926.0,423.0,4.6776,208300.0,NEAR BAY
+-122.19,38.07,20.0,3000.0,525.0,1207.0,491.0,4.6406,217500.0,NEAR BAY
+-122.18,38.07,10.0,4976.0,849.0,2089.0,803.0,5.3288,201800.0,NEAR BAY
+-122.17,38.07,15.0,2125.0,278.0,857.0,272.0,6.4599,219700.0,NEAR BAY
+-122.16,38.07,14.0,6360.0,1236.0,2876.0,1127.0,4.5321,190300.0,NEAR BAY
+-122.17,38.06,16.0,3515.0,626.0,1764.0,626.0,4.4397,187100.0,NEAR BAY
+-122.15,38.06,10.0,3008.0,532.0,1381.0,522.0,5.3661,195800.0,NEAR BAY
+-122.17,38.08,7.0,18392.0,2782.0,8276.0,2742.0,6.4232,229200.0,NEAR BAY
+-122.2,38.1,5.0,9567.0,1729.0,4620.0,1580.0,4.4821,210000.0,NEAR BAY
+-122.19,38.09,8.0,614.0,118.0,278.0,115.0,6.3735,166300.0,NEAR BAY
+-122.14,38.05,27.0,3794.0,772.0,1756.0,724.0,3.2891,150600.0,NEAR BAY
+-122.14,38.07,31.0,3401.0,616.0,1750.0,602.0,4.6761,143100.0,NEAR BAY
+-122.11,38.09,11.0,673.0,145.0,318.0,137.0,2.3929,122500.0,NEAR BAY
+-122.13,38.26,40.0,1538.0,255.0,669.0,263.0,3.3281,170200.0,NEAR BAY
+-122.15,38.29,17.0,1625.0,239.0,703.0,224.0,6.5891,328800.0,NEAR BAY
+-122.18,38.29,18.0,1953.0,265.0,658.0,270.0,8.0113,393000.0,NEAR BAY
+-122.18,38.23,21.0,2475.0,341.0,812.0,308.0,7.2589,320400.0,NEAR BAY
+-122.14,38.16,4.0,3273.0,495.0,1497.0,454.0,5.3345,176100.0,NEAR BAY
+-122.18,38.17,7.0,4093.0,651.0,2228.0,646.0,5.2523,161300.0,NEAR BAY
+-122.07,38.26,15.0,1173.0,146.0,450.0,154.0,6.0487,197700.0,INLAND
+-122.1,38.24,13.0,7367.0,1042.0,3193.0,983.0,5.3102,195000.0,NEAR BAY
+-122.06,38.27,14.0,6920.0,996.0,3196.0,978.0,5.0672,171300.0,INLAND
+-122.07,38.27,8.0,6761.0,1234.0,3237.0,1177.0,4.3586,173400.0,INLAND
+-122.08,38.3,2.0,6718.0,858.0,2012.0,654.0,6.8872,305200.0,INLAND
+-122.04,38.28,12.0,3861.0,795.0,2129.0,806.0,3.676,135000.0,INLAND
+-122.04,38.28,25.0,3304.0,493.0,1464.0,488.0,5.2527,130600.0,INLAND
+-122.03,38.28,15.0,5114.0,833.0,2418.0,778.0,4.4882,144000.0,INLAND
+-122.03,38.3,5.0,1569.0,199.0,713.0,209.0,6.6779,223900.0,INLAND
+-122.0,38.28,3.0,7030.0,1191.0,3238.0,1055.0,4.962,161700.0,INLAND
+-121.98,38.29,4.0,8778.0,1291.0,4010.0,1188.0,5.4399,187100.0,INLAND
+-121.99,38.15,36.0,263.0,73.0,88.0,42.0,2.5313,162500.0,INLAND
+-122.05,38.26,32.0,1070.0,199.0,631.0,195.0,2.6827,98900.0,INLAND
+-122.05,38.25,37.0,1336.0,251.0,680.0,231.0,3.815,99000.0,INLAND
+-122.06,38.25,36.0,1818.0,323.0,953.0,298.0,3.3153,99000.0,INLAND
+-122.06,38.25,34.0,1562.0,289.0,898.0,307.0,3.3598,107200.0,INLAND
+-122.06,38.26,36.0,1248.0,221.0,672.0,222.0,3.3839,105900.0,INLAND
+-122.07,38.24,15.0,7937.0,1635.0,4390.0,1567.0,3.5464,129800.0,INLAND
+-122.04,38.25,38.0,1214.0,244.0,632.0,254.0,2.8438,94200.0,INLAND
+-122.05,38.25,39.0,199.0,36.0,101.0,38.0,6.2299,105400.0,INLAND
+-122.04,38.26,34.0,3082.0,702.0,1795.0,703.0,2.7885,105900.0,INLAND
+-122.04,38.25,37.0,1176.0,291.0,648.0,271.0,2.7167,92200.0,INLAND
+-122.04,38.25,32.0,1203.0,287.0,571.0,255.0,3.0938,110400.0,INLAND
+-122.04,38.25,52.0,582.0,131.0,241.0,106.0,2.4,125000.0,INLAND
+-122.05,38.26,21.0,7195.0,1416.0,3927.0,1377.0,3.0912,126300.0,INLAND
+-122.04,38.27,16.0,8517.0,1910.0,4508.0,1837.0,3.1853,129600.0,INLAND
+-122.03,38.27,24.0,3580.0,735.0,1959.0,731.0,2.7284,118500.0,INLAND
+-122.03,38.26,25.0,4617.0,1046.0,2685.0,1011.0,2.9576,108500.0,INLAND
+-122.02,38.26,27.0,3440.0,787.0,2085.0,748.0,2.5896,104700.0,INLAND
+-122.03,38.25,35.0,1940.0,384.0,1177.0,403.0,3.1389,101100.0,INLAND
+-122.02,38.27,20.0,2237.0,464.0,1169.0,425.0,3.2115,99100.0,INLAND
+-122.02,38.26,20.0,3899.0,763.0,2198.0,779.0,3.2061,120400.0,INLAND
+-122.01,38.27,17.0,9089.0,1542.0,4758.0,1520.0,4.0619,126600.0,INLAND
+-122.02,38.26,8.0,2894.0,602.0,1566.0,572.0,3.6335,131600.0,INLAND
+-122.0,38.23,1.0,2062.0,343.0,872.0,268.0,5.2636,191300.0,INLAND
+-122.03,38.24,16.0,1104.0,164.0,495.0,156.0,5.4074,157700.0,INLAND
+-122.04,38.24,22.0,2761.0,757.0,2612.0,641.0,1.6875,87500.0,INLAND
+-122.04,38.24,30.0,2081.0,456.0,1005.0,438.0,1.9954,92900.0,INLAND
+-122.03,38.25,13.0,3334.0,541.0,1923.0,538.0,4.0905,134800.0,INLAND
+-122.01,38.25,11.0,6550.0,1149.0,3570.0,1123.0,3.8583,137900.0,INLAND
+-122.01,38.25,16.0,1081.0,181.0,792.0,184.0,4.6779,131300.0,INLAND
+-122.02,38.25,10.0,2237.0,454.0,1255.0,429.0,3.1176,126500.0,INLAND
+-122.0,38.25,7.0,11768.0,1893.0,6657.0,1874.0,4.9222,142900.0,INLAND
+-121.98,38.25,4.0,2487.0,440.0,1545.0,452.0,4.9103,140400.0,INLAND
+-122.01,38.26,12.0,4132.0,710.0,2087.0,633.0,4.5987,139700.0,INLAND
+-121.99,38.27,16.0,4138.0,758.0,1762.0,723.0,3.1979,137500.0,INLAND
+-121.99,38.26,18.0,921.0,126.0,368.0,120.0,6.0842,261100.0,INLAND
+-121.94,38.27,35.0,10869.0,2226.0,9879.0,2152.0,2.5681,81300.0,INLAND
+-121.94,38.37,17.0,7973.0,1591.0,2899.0,1502.0,2.8357,120100.0,INLAND
+-121.94,38.37,14.0,1156.0,216.0,574.0,227.0,3.2396,143800.0,INLAND
+-121.94,38.38,25.0,182.0,48.0,71.0,52.0,1.0208,78600.0,INLAND
+-121.94,38.36,2.0,4953.0,735.0,1791.0,562.0,5.0346,205100.0,INLAND
+-121.99,38.48,17.0,1824.0,348.0,934.0,305.0,4.6719,250000.0,INLAND
+-122.01,38.44,12.0,2344.0,354.0,1035.0,321.0,4.9773,281200.0,INLAND
+-122.0,38.41,11.0,2838.0,429.0,1331.0,426.0,4.945,298400.0,INLAND
+-122.07,38.41,17.0,3053.0,595.0,1434.0,557.0,3.4741,245800.0,INLAND
+-121.95,38.43,19.0,3011.0,551.0,1665.0,535.0,5.1534,232800.0,INLAND
+-121.94,38.41,15.0,1263.0,211.0,665.0,208.0,4.5,260900.0,INLAND
+-121.92,38.37,26.0,2056.0,413.0,933.0,367.0,2.7051,193800.0,INLAND
+-121.96,38.34,15.0,2857.0,373.0,1325.0,359.0,6.0252,151700.0,INLAND
+-121.96,38.34,14.0,3035.0,680.0,1597.0,663.0,3.6036,143500.0,INLAND
+-121.95,38.35,16.0,2084.0,292.0,1099.0,292.0,5.8269,150200.0,INLAND
+-121.94,38.35,8.0,3157.0,559.0,1758.0,569.0,4.412,140100.0,INLAND
+-121.92,38.34,2.0,7747.0,1133.0,3481.0,1083.0,6.1112,181000.0,INLAND
+-121.95,38.34,9.0,4999.0,874.0,2687.0,817.0,4.2324,142100.0,INLAND
+-121.96,38.33,3.0,7985.0,1257.0,3664.0,1215.0,4.976,158300.0,INLAND
+-121.96,38.32,12.0,5127.0,998.0,2749.0,976.0,4.0458,130600.0,INLAND
+-121.93,38.31,25.0,185.0,32.0,85.0,32.0,4.875,250000.0,INLAND
+-121.98,38.32,45.0,19.0,5.0,7460.0,6.0,10.2264,137500.0,INLAND
+-121.98,38.36,33.0,1083.0,217.0,562.0,203.0,2.433,101700.0,INLAND
+-121.99,38.35,45.0,1778.0,339.0,839.0,319.0,2.4659,102900.0,INLAND
+-122.0,38.35,38.0,1918.0,364.0,745.0,348.0,2.5707,126000.0,INLAND
+-122.0,38.35,34.0,1084.0,187.0,561.0,198.0,4.2115,118900.0,INLAND
+-122.0,38.35,24.0,745.0,116.0,300.0,115.0,3.6176,158500.0,INLAND
+-122.01,38.35,18.0,4486.0,723.0,1600.0,697.0,3.8651,189700.0,INLAND
+-122.01,38.36,15.0,476.0,67.0,213.0,73.0,7.1053,315200.0,INLAND
+-121.98,38.36,30.0,140.0,35.0,103.0,35.0,4.163,112500.0,INLAND
+-121.97,38.35,17.0,5678.0,1116.0,3182.0,1135.0,3.7388,122000.0,INLAND
+-121.97,38.34,11.0,1500.0,319.0,899.0,304.0,4.5568,127200.0,INLAND
+-121.96,38.35,20.0,1415.0,266.0,667.0,250.0,4.0938,117300.0,INLAND
+-121.96,38.34,7.0,3292.0,698.0,1911.0,702.0,3.89,140300.0,INLAND
+-121.96,38.36,11.0,3208.0,790.0,1772.0,694.0,2.7434,218800.0,INLAND
+-121.98,38.35,16.0,1697.0,267.0,832.0,277.0,4.4375,132600.0,INLAND
+-121.98,38.34,13.0,3616.0,672.0,2022.0,652.0,4.0536,134800.0,INLAND
+-121.97,38.34,16.0,2331.0,450.0,1074.0,400.0,4.0329,126800.0,INLAND
+-121.98,38.34,18.0,3876.0,916.0,2386.0,867.0,2.5938,129500.0,INLAND
+-121.99,38.34,16.0,1470.0,261.0,748.0,256.0,4.0433,132200.0,INLAND
+-121.99,38.34,13.0,3252.0,610.0,1915.0,631.0,4.2137,151700.0,INLAND
+-122.0,38.35,34.0,432.0,65.0,208.0,71.0,5.5435,136000.0,INLAND
+-122.0,38.38,16.0,2509.0,366.0,1043.0,339.0,6.0704,173400.0,INLAND
+-122.01,38.37,16.0,3996.0,550.0,1673.0,539.0,5.778,175700.0,INLAND
+-122.01,38.36,28.0,1967.0,315.0,734.0,291.0,4.9583,146200.0,INLAND
+-122.02,38.38,16.0,808.0,137.0,371.0,145.0,6.0767,216400.0,INLAND
+-122.02,38.37,16.0,2495.0,331.0,1118.0,338.0,6.4894,198000.0,INLAND
+-122.01,38.36,15.0,1176.0,166.0,485.0,171.0,5.9441,228200.0,INLAND
+-121.98,38.39,3.0,9488.0,1417.0,4095.0,1335.0,5.1781,191900.0,INLAND
+-121.98,38.37,21.0,3027.0,675.0,2018.0,642.0,2.8438,111500.0,INLAND
+-121.98,38.36,24.0,2434.0,630.0,1538.0,574.0,2.1067,101100.0,INLAND
+-122.0,38.37,18.0,1048.0,185.0,469.0,162.0,3.625,125000.0,INLAND
+-121.99,38.36,35.0,2728.0,451.0,1290.0,452.0,3.2768,117600.0,INLAND
+-122.0,38.36,34.0,2735.0,539.0,1390.0,491.0,2.7262,118800.0,INLAND
+-121.99,38.36,33.0,146.0,31.0,75.0,31.0,3.5179,84400.0,INLAND
+-122.0,38.36,34.0,1502.0,282.0,860.0,297.0,3.3438,135600.0,INLAND
+-121.82,38.36,26.0,1974.0,364.0,1002.0,362.0,3.3036,210000.0,INLAND
+-121.81,38.49,18.0,4518.0,827.0,2230.0,715.0,3.9309,178500.0,INLAND
+-121.76,38.41,19.0,686.0,107.0,348.0,109.0,3.9306,93800.0,INLAND
+-121.81,38.45,24.0,1951.0,341.0,1140.0,338.0,3.7061,128500.0,INLAND
+-121.82,38.46,10.0,6331.0,1181.0,3419.0,1110.0,3.7083,154800.0,INLAND
+-121.85,38.43,2.0,790.0,135.0,235.0,87.0,5.0862,166500.0,INLAND
+-121.83,38.45,15.0,5115.0,776.0,2540.0,794.0,4.8611,146400.0,INLAND
+-121.83,38.45,32.0,2139.0,440.0,1154.0,411.0,3.2672,107500.0,INLAND
+-121.83,38.45,36.0,839.0,158.0,446.0,167.0,2.3438,122700.0,INLAND
+-121.83,38.43,24.0,1307.0,314.0,917.0,291.0,2.2244,98100.0,INLAND
+-121.81,38.43,30.0,1674.0,297.0,756.0,292.0,3.9286,133100.0,INLAND
+-121.76,38.25,32.0,1495.0,333.0,905.0,281.0,2.625,212500.0,INLAND
+-121.69,38.16,33.0,1808.0,363.0,824.0,340.0,3.2937,96400.0,INLAND
+-121.69,38.16,46.0,2292.0,472.0,970.0,431.0,2.2888,94900.0,INLAND
+-121.73,38.13,40.0,1266.0,257.0,547.0,247.0,3.0288,164400.0,INLAND
+-121.74,38.15,22.0,1910.0,326.0,1001.0,345.0,4.8173,115800.0,INLAND
+-121.84,38.13,33.0,596.0,105.0,212.0,94.0,4.2813,81300.0,INLAND
+-122.42,38.27,25.0,3282.0,566.0,1244.0,483.0,4.5313,308400.0,NEAR BAY
+-122.49,38.22,33.0,1486.0,290.0,781.0,274.0,3.5647,251800.0,NEAR BAY
+-122.41,38.16,37.0,1549.0,,863.0,275.0,2.7457,254700.0,NEAR BAY
+-122.45,38.3,24.0,1946.0,400.0,718.0,380.0,3.5507,257900.0,NEAR BAY
+-122.47,38.3,15.0,4885.0,988.0,2175.0,924.0,3.4031,209500.0,<1H OCEAN
+-122.42,38.31,18.0,1479.0,246.0,550.0,217.0,4.7356,333300.0,NEAR BAY
+-122.44,38.34,25.0,3106.0,715.0,1262.0,665.0,1.9487,233500.0,<1H OCEAN
+-122.46,38.29,21.0,2423.0,560.0,1098.0,503.0,2.364,173300.0,NEAR BAY
+-122.46,38.29,35.0,1762.0,350.0,686.0,339.0,3.5982,271700.0,NEAR BAY
+-122.45,38.28,20.0,3306.0,503.0,1374.0,460.0,5.7984,297600.0,NEAR BAY
+-122.47,38.29,14.0,3732.0,846.0,1277.0,775.0,2.5658,208000.0,NEAR BAY
+-122.45,38.27,25.0,5024.0,881.0,1994.0,838.0,4.2237,262300.0,NEAR BAY
+-122.52,38.27,18.0,2405.0,390.0,872.0,367.0,5.2155,248300.0,<1H OCEAN
+-122.53,38.32,22.0,3577.0,,1371.0,501.0,5.795,332300.0,<1H OCEAN
+-122.49,38.32,30.0,1631.0,284.0,788.0,284.0,3.3098,195500.0,<1H OCEAN
+-122.49,38.31,27.0,3078.0,597.0,1411.0,586.0,3.25,195500.0,<1H OCEAN
+-122.49,38.3,14.0,2844.0,602.0,1613.0,544.0,3.3571,193600.0,<1H OCEAN
+-122.48,38.3,17.0,2703.0,550.0,1241.0,515.0,2.652,171300.0,<1H OCEAN
+-122.49,38.29,26.0,1726.0,289.0,672.0,251.0,3.8,242100.0,<1H OCEAN
+-122.49,38.27,8.0,5092.0,988.0,1657.0,936.0,3.5625,213200.0,NEAR BAY
+-122.47,38.34,15.0,2411.0,446.0,1144.0,407.0,4.3472,261000.0,<1H OCEAN
+-122.49,38.32,17.0,3308.0,720.0,1587.0,632.0,3.2727,176000.0,<1H OCEAN
+-122.48,38.32,31.0,1701.0,363.0,680.0,324.0,3.1375,192100.0,<1H OCEAN
+-122.48,38.31,29.0,2375.0,560.0,1124.0,502.0,2.3276,166200.0,<1H OCEAN
+-122.48,38.31,19.0,2398.0,521.0,1266.0,471.0,2.7727,186800.0,<1H OCEAN
+-122.48,38.32,42.0,2106.0,533.0,1141.0,445.0,3.1129,149300.0,<1H OCEAN
+-122.55,38.42,24.0,2220.0,411.0,894.0,365.0,4.2891,211700.0,<1H OCEAN
+-122.58,38.38,27.0,3800.0,728.0,1587.0,605.0,4.7237,306600.0,<1H OCEAN
+-122.5,38.4,36.0,1860.0,364.0,777.0,339.0,4.1307,295700.0,<1H OCEAN
+-122.5,38.35,25.0,1566.0,352.0,784.0,362.0,3.075,165100.0,<1H OCEAN
+-122.54,38.36,40.0,2725.0,531.0,1167.0,458.0,3.7969,202800.0,<1H OCEAN
+-122.61,38.24,25.0,2990.0,450.0,1335.0,434.0,4.7,190100.0,<1H OCEAN
+-122.61,38.24,17.0,1728.0,271.0,897.0,284.0,3.4896,185900.0,<1H OCEAN
+-122.61,38.23,18.0,2042.0,420.0,914.0,400.0,2.9871,193800.0,<1H OCEAN
+-122.62,38.24,19.0,1687.0,253.0,893.0,257.0,6.204,201800.0,<1H OCEAN
+-122.61,38.25,18.0,2915.0,418.0,1340.0,421.0,5.2452,204900.0,<1H OCEAN
+-122.6,38.24,16.0,1410.0,209.0,741.0,229.0,4.725,204500.0,<1H OCEAN
+-122.61,38.24,18.0,2933.0,481.0,1279.0,443.0,5.0849,188500.0,<1H OCEAN
+-122.6,38.24,16.0,2621.0,416.0,1247.0,386.0,4.8603,198400.0,<1H OCEAN
+-122.63,38.25,20.0,3460.0,602.0,1707.0,568.0,3.7115,181900.0,<1H OCEAN
+-122.62,38.24,33.0,1369.0,280.0,758.0,246.0,4.0341,156500.0,<1H OCEAN
+-122.62,38.25,33.0,1453.0,250.0,677.0,237.0,4.0962,170200.0,<1H OCEAN
+-122.61,38.26,17.0,2864.0,487.0,1482.0,547.0,4.6833,215200.0,<1H OCEAN
+-122.62,38.25,20.0,1888.0,411.0,826.0,396.0,2.875,189100.0,<1H OCEAN
+-122.62,38.25,24.0,2388.0,358.0,1187.0,362.0,4.6534,196500.0,<1H OCEAN
+-122.57,38.27,7.0,6508.0,1028.0,2902.0,1010.0,5.3707,250500.0,<1H OCEAN
+-122.51,38.17,8.0,5875.0,1115.0,2808.0,1029.0,3.6392,246300.0,NEAR BAY
+-122.65,38.27,9.0,4764.0,816.0,2077.0,755.0,5.1391,234500.0,<1H OCEAN
+-122.63,38.26,7.0,7808.0,1390.0,3551.0,1392.0,4.6069,202300.0,<1H OCEAN
+-122.66,38.27,16.0,1523.0,308.0,477.0,315.0,2.1696,75000.0,<1H OCEAN
+-122.63,38.24,45.0,1615.0,338.0,823.0,327.0,2.5179,145500.0,<1H OCEAN
+-122.63,38.23,45.0,2264.0,504.0,1076.0,472.0,3.0139,194100.0,<1H OCEAN
+-122.64,38.23,52.0,1075.0,249.0,519.0,210.0,3.0769,230900.0,<1H OCEAN
+-122.64,38.23,49.0,2300.0,463.0,1061.0,429.0,4.075,228800.0,<1H OCEAN
+-122.63,38.22,34.0,878.0,160.0,372.0,167.0,4.0417,232100.0,<1H OCEAN
+-122.63,38.22,17.0,2652.0,342.0,1199.0,350.0,5.565,267100.0,<1H OCEAN
+-122.63,38.21,22.0,2933.0,461.0,1283.0,449.0,6.2034,291100.0,<1H OCEAN
+-122.63,38.23,37.0,1966.0,348.0,875.0,381.0,4.0703,223800.0,<1H OCEAN
+-122.65,38.23,52.0,1735.0,347.0,712.0,343.0,3.1711,200800.0,<1H OCEAN
+-122.64,38.23,52.0,2156.0,469.0,1070.0,467.0,3.3011,252300.0,<1H OCEAN
+-122.65,38.23,52.0,1923.0,393.0,910.0,345.0,3.45,200600.0,<1H OCEAN
+-122.66,38.2,39.0,2889.0,517.0,1351.0,489.0,4.3056,251300.0,<1H OCEAN
+-122.64,38.24,52.0,1621.0,393.0,635.0,349.0,2.5202,244000.0,<1H OCEAN
+-122.64,38.24,40.0,1974.0,410.0,1039.0,398.0,3.7917,151600.0,<1H OCEAN
+-122.65,38.25,23.0,4030.0,,1852.0,778.0,3.402,193300.0,<1H OCEAN
+-122.65,38.24,24.0,1948.0,310.0,922.0,313.0,4.95,243600.0,<1H OCEAN
+-122.65,38.24,49.0,3273.0,579.0,1431.0,539.0,4.275,227600.0,<1H OCEAN
+-122.64,38.25,31.0,2554.0,515.0,1507.0,533.0,3.8,162600.0,<1H OCEAN
+-122.69,38.27,32.0,2344.0,434.0,1066.0,384.0,4.0313,285000.0,<1H OCEAN
+-122.67,38.25,32.0,1333.0,235.0,660.0,206.0,4.0729,288500.0,<1H OCEAN
+-122.68,38.25,29.0,1315.0,240.0,650.0,228.0,3.8269,306000.0,<1H OCEAN
+-122.67,38.24,29.0,2644.0,464.0,1372.0,450.0,5.0544,261800.0,<1H OCEAN
+-122.77,38.29,32.0,3201.0,542.0,1869.0,519.0,3.2442,268000.0,<1H OCEAN
+-122.73,38.26,35.0,3941.0,645.0,1668.0,620.0,4.385,317700.0,<1H OCEAN
+-122.7,38.23,47.0,2090.0,387.0,1053.0,377.0,3.5673,310300.0,<1H OCEAN
+-122.72,38.35,16.0,3049.0,609.0,1675.0,618.0,2.4117,162500.0,<1H OCEAN
+-122.72,38.31,26.0,1644.0,294.0,801.0,291.0,4.3906,248000.0,<1H OCEAN
+-122.67,38.31,28.0,1915.0,419.0,930.0,342.0,3.7875,292700.0,<1H OCEAN
+-122.69,38.3,30.0,3919.0,743.0,1693.0,693.0,3.3827,292100.0,<1H OCEAN
+-122.73,38.34,44.0,743.0,155.0,434.0,162.0,2.5819,209600.0,<1H OCEAN
+-122.69,38.32,16.0,3741.0,698.0,1938.0,658.0,4.6324,183600.0,<1H OCEAN
+-122.71,38.33,13.0,4011.0,936.0,2064.0,914.0,3.6953,157600.0,<1H OCEAN
+-122.7,38.31,14.0,3155.0,580.0,1208.0,501.0,4.1964,258100.0,<1H OCEAN
+-122.7,38.33,16.0,1244.0,242.0,696.0,236.0,3.6369,158700.0,<1H OCEAN
+-122.69,38.32,15.0,2536.0,414.0,1400.0,426.0,5.6613,172400.0,<1H OCEAN
+-122.69,38.34,23.0,2846.0,516.0,1526.0,492.0,3.733,163500.0,<1H OCEAN
+-122.7,38.33,26.0,1887.0,381.0,1060.0,364.0,3.0078,160400.0,<1H OCEAN
+-122.71,38.34,22.0,1249.0,335.0,699.0,308.0,2.6033,121600.0,<1H OCEAN
+-122.7,38.33,26.0,1584.0,295.0,846.0,295.0,3.375,156300.0,<1H OCEAN
+-122.69,38.35,12.0,1550.0,187.0,685.0,188.0,7.226,255300.0,<1H OCEAN
+-122.69,38.34,15.0,3091.0,697.0,1602.0,682.0,4.0071,135500.0,<1H OCEAN
+-122.71,38.35,11.0,2242.0,699.0,1203.0,642.0,2.3464,104200.0,<1H OCEAN
+-122.7,38.35,14.0,2313.0,,954.0,397.0,3.7813,146500.0,<1H OCEAN
+-122.7,38.35,14.0,1555.0,369.0,493.0,335.0,1.6033,67500.0,<1H OCEAN
+-122.7,38.34,19.0,2987.0,676.0,1782.0,688.0,2.8261,154500.0,<1H OCEAN
+-122.71,38.34,23.0,2744.0,588.0,1493.0,557.0,3.1781,162000.0,<1H OCEAN
+-122.69,38.37,8.0,6322.0,1001.0,2969.0,1043.0,4.8233,214000.0,<1H OCEAN
+-122.71,38.37,16.0,2355.0,345.0,1014.0,348.0,5.6018,253000.0,<1H OCEAN
+-122.69,38.35,16.0,1689.0,254.0,921.0,270.0,4.4444,191800.0,<1H OCEAN
+-122.69,38.36,6.0,5496.0,1374.0,2502.0,1189.0,2.4827,177500.0,<1H OCEAN
+-122.7,38.35,16.0,1328.0,187.0,607.0,197.0,5.0366,257800.0,<1H OCEAN
+-122.7,38.36,11.0,5817.0,878.0,2538.0,876.0,4.221,227100.0,<1H OCEAN
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+-122.69,38.34,12.0,3876.0,782.0,2146.0,764.0,4.0844,165400.0,<1H OCEAN
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+-122.69,38.34,16.0,1683.0,341.0,880.0,327.0,3.2857,160200.0,<1H OCEAN
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+-122.66,38.44,17.0,5815.0,898.0,2614.0,887.0,4.3657,215900.0,<1H OCEAN
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+-122.67,38.43,17.0,1804.0,304.0,750.0,298.0,4.5588,196400.0,<1H OCEAN
+-122.67,38.43,17.0,2007.0,400.0,895.0,403.0,3.2813,202700.0,<1H OCEAN
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+-123.49,38.7,9.0,5409.0,1019.0,594.0,327.0,3.3125,295400.0,NEAR OCEAN
+-123.24,38.7,38.0,1460.0,311.0,569.0,176.0,2.7171,131300.0,NEAR OCEAN
+-123.25,38.54,27.0,3658.0,764.0,1278.0,518.0,3.3536,157500.0,NEAR OCEAN
+-123.08,38.38,28.0,3297.0,676.0,923.0,373.0,3.9167,232600.0,NEAR OCEAN
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+-120.28,37.9,17.0,1047.0,212.0,530.0,196.0,2.1538,153300.0,INLAND
+-120.24,37.96,34.0,1747.0,395.0,935.0,362.0,1.625,79400.0,INLAND
+-120.23,37.96,52.0,1230.0,262.0,609.0,243.0,2.0057,68200.0,INLAND
+-120.25,37.93,13.0,493.0,76.0,196.0,68.0,3.375,134100.0,INLAND
+-120.13,37.93,5.0,111.0,26.0,58.0,25.0,1.675,112500.0,INLAND
+-120.35,37.98,4.0,1658.0,301.0,676.0,278.0,3.5714,149500.0,INLAND
+-120.33,37.97,17.0,2530.0,526.0,1024.0,496.0,2.0057,118900.0,INLAND
+-120.3,37.97,17.0,3243.0,619.0,1408.0,566.0,2.474,120100.0,INLAND
+-120.29,37.94,17.0,1459.0,297.0,753.0,271.0,3.05,144800.0,INLAND
+-120.32,37.91,16.0,108.0,18.0,54.0,22.0,4.375,100000.0,INLAND
+-120.35,37.86,25.0,287.0,57.0,118.0,50.0,2.3056,162500.0,INLAND
+-120.23,37.86,16.0,324.0,61.0,135.0,61.0,2.4615,137500.0,INLAND
+-120.2,37.84,9.0,13670.0,2453.0,2811.0,1193.0,3.2589,137900.0,INLAND
+-120.2,37.8,30.0,1189.0,255.0,446.0,165.0,3.4838,112500.0,INLAND
+-119.93,37.85,18.0,473.0,115.0,88.0,41.0,4.0833,137500.0,INLAND
+-119.57,37.94,17.0,346.0,130.0,51.0,20.0,3.4861,137500.0,INLAND
+-120.47,37.96,25.0,2505.0,529.0,1145.0,483.0,2.006,103000.0,INLAND
+-120.42,37.98,18.0,3059.0,609.0,1335.0,581.0,2.5129,115900.0,INLAND
+-120.42,37.95,19.0,2787.0,578.0,1208.0,532.0,2.4922,98700.0,INLAND
+-120.39,37.96,10.0,2554.0,501.0,922.0,439.0,2.1094,164000.0,INLAND
+-120.4,37.92,22.0,1022.0,194.0,517.0,198.0,3.625,99400.0,INLAND
+-120.35,37.95,13.0,2104.0,407.0,960.0,401.0,2.4,177000.0,INLAND
+-120.41,37.88,16.0,744.0,141.0,311.0,122.0,4.4231,87500.0,INLAND
+-120.45,37.79,8.0,2687.0,495.0,5087.0,385.0,3.1719,115400.0,INLAND
+-119.31,34.7,19.0,961.0,218.0,479.0,138.0,3.3438,156300.0,INLAND
+-119.06,34.62,10.0,416.0,110.0,436.0,70.0,2.2222,262500.0,<1H OCEAN
+-118.75,34.42,28.0,1000.0,206.0,545.0,154.0,2.4167,191700.0,<1H OCEAN
+-118.8,34.41,45.0,1610.0,,1148.0,347.0,2.7,120400.0,<1H OCEAN
+-118.88,34.42,20.0,728.0,120.0,360.0,115.0,6.1244,375000.0,<1H OCEAN
+-118.98,34.4,34.0,1328.0,244.0,795.0,227.0,4.4219,338100.0,<1H OCEAN
+-118.93,34.36,33.0,1775.0,309.0,1071.0,296.0,4.6607,187900.0,<1H OCEAN
+-118.93,34.4,17.0,3275.0,599.0,2422.0,637.0,3.7092,190500.0,<1H OCEAN
+-118.92,34.4,23.0,1290.0,283.0,1060.0,279.0,3.3152,198000.0,<1H OCEAN
+-118.92,34.41,22.0,2702.0,655.0,2664.0,571.0,3.0893,173400.0,<1H OCEAN
+-118.9,34.41,35.0,4431.0,739.0,2304.0,720.0,4.2599,209100.0,<1H OCEAN
+-118.91,34.4,30.0,2861.0,613.0,2065.0,586.0,3.2024,176100.0,<1H OCEAN
+-118.9,34.4,16.0,2614.0,575.0,1163.0,524.0,1.5781,134400.0,<1H OCEAN
+-119.06,34.38,33.0,1465.0,262.0,731.0,266.0,3.9464,230300.0,<1H OCEAN
+-119.06,34.37,32.0,3885.0,759.0,2504.0,736.0,3.6453,201700.0,<1H OCEAN
+-119.05,34.36,22.0,1815.0,506.0,2428.0,473.0,2.8417,162500.0,<1H OCEAN
+-119.05,34.4,50.0,1236.0,282.0,1079.0,257.0,2.6991,181300.0,<1H OCEAN
+-119.1,34.31,21.0,2424.0,527.0,1379.0,484.0,2.6786,184000.0,<1H OCEAN
+-119.04,34.34,35.0,462.0,90.0,334.0,96.0,5.3582,281300.0,<1H OCEAN
+-119.06,34.36,52.0,1409.0,359.0,981.0,304.0,2.7951,199300.0,<1H OCEAN
+-119.06,34.36,52.0,1239.0,320.0,934.0,298.0,1.8618,183300.0,<1H OCEAN
+-119.06,34.35,34.0,2426.0,646.0,2116.0,631.0,2.0682,158300.0,<1H OCEAN
+-119.05,34.35,39.0,950.0,300.0,1366.0,312.0,2.2443,146600.0,<1H OCEAN
+-119.09,34.35,20.0,4725.0,881.0,2823.0,869.0,4.0122,214800.0,<1H OCEAN
+-119.08,34.35,24.0,3663.0,828.0,2718.0,778.0,3.2757,186000.0,<1H OCEAN
+-119.08,34.34,23.0,3065.0,723.0,2042.0,698.0,2.7593,194800.0,<1H OCEAN
+-119.11,34.33,14.0,4026.0,769.0,1825.0,671.0,3.5541,191800.0,<1H OCEAN
+-119.12,34.38,28.0,7200.0,1281.0,3793.0,1238.0,4.075,237900.0,<1H OCEAN
+-119.06,34.36,48.0,1459.0,324.0,902.0,350.0,2.4185,189900.0,<1H OCEAN
+-119.23,34.44,34.0,3193.0,664.0,1434.0,627.0,2.4777,260300.0,<1H OCEAN
+-119.26,34.46,30.0,3826.0,691.0,1656.0,657.0,4.0074,434700.0,<1H OCEAN
+-119.23,34.46,34.0,9280.0,1765.0,4514.0,1693.0,3.2026,227600.0,<1H OCEAN
+-119.19,34.46,39.0,2056.0,381.0,939.0,371.0,6.6257,427600.0,<1H OCEAN
+-119.23,34.42,16.0,630.0,117.0,343.0,100.0,5.75,325000.0,<1H OCEAN
+-119.27,34.45,15.0,1659.0,274.0,679.0,253.0,5.0,357900.0,<1H OCEAN
+-119.15,34.44,33.0,2005.0,392.0,1043.0,351.0,5.308,297900.0,<1H OCEAN
+-119.14,34.49,17.0,321.0,44.0,92.0,39.0,7.75,375000.0,<1H OCEAN
+-119.31,34.41,22.0,2612.0,494.0,1361.0,439.0,4.1319,245000.0,NEAR OCEAN
+-119.31,34.38,23.0,282.0,69.0,130.0,57.0,2.4375,225000.0,NEAR OCEAN
+-119.29,34.37,41.0,1408.0,311.0,793.0,264.0,2.5441,161200.0,NEAR OCEAN
+-119.34,34.39,27.0,669.0,131.0,314.0,106.0,2.4659,231300.0,NEAR OCEAN
+-119.31,34.44,5.0,403.0,48.0,208.0,54.0,12.632,500001.0,NEAR OCEAN
+-119.28,34.45,36.0,2376.0,541.0,1505.0,547.0,2.4595,197600.0,<1H OCEAN
+-119.29,34.45,26.0,2849.0,535.0,1383.0,532.0,2.6893,230800.0,<1H OCEAN
+-119.29,34.44,34.0,4314.0,878.0,2361.0,831.0,3.2279,243100.0,NEAR OCEAN
+-119.27,34.44,22.0,3527.0,711.0,1483.0,640.0,2.7019,234700.0,<1H OCEAN
+-119.28,34.42,23.0,4763.0,828.0,2198.0,771.0,4.8105,313000.0,NEAR OCEAN
+-119.3,34.42,18.0,5591.0,1042.0,2860.0,1026.0,3.5822,219900.0,NEAR OCEAN
+-119.29,34.4,22.0,3891.0,657.0,1727.0,581.0,4.2656,241400.0,NEAR OCEAN
+-119.3,34.39,35.0,3079.0,579.0,1807.0,589.0,4.69,199300.0,NEAR OCEAN
+-119.17,34.29,28.0,731.0,155.0,285.0,162.0,3.2917,225000.0,NEAR OCEAN
+-119.17,34.29,18.0,3932.0,724.0,1896.0,680.0,5.2953,279400.0,NEAR OCEAN
+-119.17,34.31,21.0,259.0,38.0,142.0,45.0,5.2681,500001.0,NEAR OCEAN
+-119.15,34.3,21.0,2475.0,502.0,1269.0,505.0,2.98,259200.0,NEAR OCEAN
+-119.19,34.28,28.0,3231.0,524.0,1665.0,540.0,4.8583,224200.0,NEAR OCEAN
+-119.18,34.28,17.0,4526.0,717.0,2088.0,655.0,5.6885,268200.0,NEAR OCEAN
+-119.19,34.3,25.0,2197.0,320.0,934.0,330.0,6.311,283200.0,NEAR OCEAN
+-119.22,34.34,29.0,3128.0,672.0,1815.0,648.0,2.9821,175700.0,NEAR OCEAN
+-119.39,34.32,19.0,3238.0,629.0,1195.0,443.0,4.8472,500001.0,NEAR OCEAN
+-119.32,34.35,16.0,52.0,16.0,51.0,15.0,2.475,225000.0,NEAR OCEAN
+-119.14,34.29,17.0,2754.0,577.0,1349.0,533.0,3.1618,154200.0,<1H OCEAN
+-119.16,34.28,30.0,413.0,98.0,400.0,112.0,4.0,219200.0,NEAR OCEAN
+-119.16,34.28,11.0,5330.0,1056.0,2801.0,1028.0,4.763,232700.0,NEAR OCEAN
+-119.16,34.27,24.0,1824.0,331.0,1049.0,320.0,5.9181,221100.0,NEAR OCEAN
+-119.14,34.28,31.0,790.0,241.0,1095.0,222.0,2.25,75000.0,NEAR OCEAN
+-119.18,34.27,6.0,2307.0,386.0,910.0,364.0,5.215,279500.0,NEAR OCEAN
+-119.17,34.27,24.0,4165.0,646.0,2194.0,658.0,6.0661,234800.0,NEAR OCEAN
+-119.17,34.27,18.0,8010.0,1539.0,3982.0,1483.0,4.0905,236500.0,NEAR OCEAN
+-119.17,34.26,10.0,3654.0,541.0,1638.0,551.0,6.1885,267300.0,NEAR OCEAN
+-119.22,34.27,11.0,4695.0,955.0,2065.0,982.0,3.2158,223600.0,NEAR OCEAN
+-119.21,34.26,31.0,224.0,88.0,326.0,88.0,2.375,55000.0,NEAR OCEAN
+-119.21,34.26,10.0,3150.0,781.0,1582.0,653.0,4.2448,157300.0,NEAR OCEAN
+-119.22,34.26,16.0,2596.0,625.0,1403.0,562.0,3.4018,145200.0,NEAR OCEAN
+-119.2,34.27,8.0,4942.0,1173.0,3012.0,1033.0,3.445,203400.0,NEAR OCEAN
+-119.21,34.26,23.0,2887.0,540.0,1508.0,518.0,3.3452,217600.0,NEAR OCEAN
+-119.2,34.26,13.0,3009.0,588.0,1439.0,607.0,4.1845,199500.0,NEAR OCEAN
+-119.19,34.26,16.0,5018.0,853.0,2524.0,830.0,5.1752,218000.0,NEAR OCEAN
+-119.18,34.26,22.0,2334.0,359.0,1298.0,363.0,5.5275,228900.0,NEAR OCEAN
+-119.19,34.25,12.0,232.0,37.0,79.0,35.0,4.1667,214600.0,NEAR OCEAN
+-119.21,34.26,26.0,2406.0,411.0,1313.0,391.0,4.9079,234100.0,NEAR OCEAN
+-119.2,34.26,25.0,2203.0,367.0,1194.0,377.0,5.4087,223200.0,NEAR OCEAN
+-119.2,34.25,18.0,3208.0,643.0,1973.0,614.0,3.8162,235000.0,NEAR OCEAN
+-119.2,34.25,25.0,195.0,59.0,140.0,43.0,3.8889,187500.0,NEAR OCEAN
+-119.2,34.28,22.0,2362.0,601.0,1127.0,499.0,3.4006,219400.0,NEAR OCEAN
+-119.22,34.27,30.0,1937.0,295.0,695.0,313.0,5.0679,234300.0,NEAR OCEAN
+-119.23,34.27,22.0,3536.0,615.0,1650.0,612.0,4.2381,229300.0,NEAR OCEAN
+-119.21,34.31,22.0,7548.0,1038.0,2855.0,1008.0,6.729,409300.0,NEAR OCEAN
+-119.21,34.28,27.0,2219.0,312.0,937.0,315.0,5.7601,281100.0,NEAR OCEAN
+-119.23,34.3,18.0,1713.0,244.0,690.0,239.0,6.9483,404300.0,NEAR OCEAN
+-119.23,34.28,24.0,4260.0,691.0,1581.0,607.0,5.5048,303600.0,NEAR OCEAN
+-119.22,34.28,24.0,2212.0,332.0,899.0,331.0,5.533,299700.0,NEAR OCEAN
+-119.22,34.28,33.0,2467.0,377.0,1052.0,363.0,4.7333,257500.0,NEAR OCEAN
+-119.25,34.28,36.0,1530.0,341.0,703.0,317.0,3.5819,231900.0,NEAR OCEAN
+-119.26,34.28,41.0,2822.0,564.0,1288.0,541.0,3.0799,254100.0,NEAR OCEAN
+-119.25,34.3,34.0,1189.0,220.0,445.0,203.0,4.8824,396400.0,NEAR OCEAN
+-119.25,34.28,36.0,2232.0,373.0,951.0,368.0,5.2261,303200.0,NEAR OCEAN
+-119.24,34.28,41.0,1280.0,240.0,608.0,252.0,4.4038,229100.0,NEAR OCEAN
+-119.26,34.28,41.0,1835.0,311.0,683.0,308.0,4.8977,358200.0,NEAR OCEAN
+-119.27,34.28,52.0,2239.0,420.0,941.0,397.0,4.125,349000.0,NEAR OCEAN
+-119.27,34.29,32.0,2274.0,406.0,982.0,393.0,5.3254,385200.0,NEAR OCEAN
+-119.29,34.29,33.0,3854.0,982.0,1835.0,894.0,3.5294,323900.0,NEAR OCEAN
+-119.29,34.3,24.0,7637.0,1705.0,4647.0,1623.0,3.5385,186800.0,NEAR OCEAN
+-119.3,34.29,41.0,1445.0,410.0,1052.0,388.0,2.6333,170800.0,NEAR OCEAN
+-119.3,34.29,50.0,3128.0,825.0,2535.0,783.0,2.3669,165300.0,NEAR OCEAN
+-119.3,34.29,26.0,3665.0,932.0,2775.0,870.0,1.9286,160500.0,NEAR OCEAN
+-119.29,34.31,25.0,1092.0,190.0,702.0,215.0,3.9063,192700.0,NEAR OCEAN
+-119.29,34.28,38.0,2387.0,748.0,1537.0,741.0,2.3147,192500.0,NEAR OCEAN
+-119.3,34.27,17.0,1527.0,503.0,688.0,423.0,1.6007,187500.0,NEAR OCEAN
+-119.29,34.26,32.0,3295.0,764.0,1344.0,600.0,3.6007,395500.0,NEAR OCEAN
+-119.27,34.26,23.0,3578.0,753.0,1455.0,649.0,4.1898,359100.0,NEAR OCEAN
+-119.29,34.23,22.0,2486.0,608.0,709.0,523.0,2.9018,275000.0,NEAR OCEAN
+-119.29,34.24,27.0,4742.0,775.0,1682.0,696.0,6.194,500001.0,NEAR OCEAN
+-119.27,34.27,44.0,1312.0,279.0,668.0,278.0,4.09,203800.0,NEAR OCEAN
+-119.27,34.28,50.0,1710.0,412.0,915.0,380.0,3.1757,206300.0,NEAR OCEAN
+-119.27,34.27,52.0,459.0,112.0,276.0,107.0,2.375,198400.0,NEAR OCEAN
+-119.27,34.27,52.0,1577.0,343.0,836.0,335.0,3.5893,206600.0,NEAR OCEAN
+-119.28,34.27,43.0,403.0,77.0,156.0,85.0,4.6667,384600.0,NEAR OCEAN
+-119.28,34.27,44.0,706.0,176.0,399.0,149.0,3.0089,166700.0,NEAR OCEAN
+-119.25,34.27,46.0,679.0,159.0,382.0,143.0,3.5,221200.0,NEAR OCEAN
+-119.24,34.27,32.0,4071.0,888.0,1900.0,874.0,3.2792,220500.0,NEAR OCEAN
+-119.23,34.27,29.0,3298.0,804.0,1509.0,711.0,3.8125,244500.0,NEAR OCEAN
+-119.25,34.26,30.0,2948.0,827.0,1635.0,750.0,2.67,214900.0,NEAR OCEAN
+-119.25,34.27,35.0,2532.0,407.0,1338.0,422.0,4.7727,219000.0,NEAR OCEAN
+-119.26,34.27,36.0,1972.0,382.0,1029.0,411.0,3.7337,209000.0,NEAR OCEAN
+-119.26,34.27,40.0,2528.0,572.0,1318.0,549.0,3.6413,212700.0,NEAR OCEAN
+-119.26,34.27,42.0,918.0,204.0,394.0,204.0,4.0069,214300.0,NEAR OCEAN
+-119.23,34.25,28.0,26.0,3.0,29.0,9.0,8.0,275000.0,NEAR OCEAN
+-119.25,34.21,12.0,15201.0,2418.0,7132.0,2251.0,5.6756,301800.0,NEAR OCEAN
+-119.18,34.24,17.0,629.0,221.0,514.0,186.0,3.2847,112500.0,NEAR OCEAN
+-119.18,34.23,16.0,4609.0,1220.0,2147.0,1007.0,3.375,218800.0,NEAR OCEAN
+-119.19,34.22,26.0,3175.0,736.0,2460.0,775.0,3.125,219900.0,NEAR OCEAN
+-119.19,34.23,17.0,3889.0,748.0,2415.0,739.0,4.5,234300.0,NEAR OCEAN
+-119.18,34.22,15.0,4615.0,1008.0,2549.0,973.0,3.9063,198700.0,NEAR OCEAN
+-119.17,34.22,29.0,4188.0,816.0,2783.0,790.0,4.1949,197100.0,NEAR OCEAN
+-119.17,34.21,33.0,1039.0,256.0,1432.0,272.0,3.1103,143500.0,NEAR OCEAN
+-119.16,34.2,35.0,2183.0,636.0,3504.0,623.0,1.9704,160300.0,NEAR OCEAN
+-119.17,34.2,36.0,2028.0,523.0,2751.0,496.0,3.015,149300.0,NEAR OCEAN
+-119.17,34.2,40.0,1083.0,319.0,1843.0,349.0,2.3077,106900.0,NEAR OCEAN
+-119.18,34.21,30.0,1096.0,231.0,741.0,229.0,3.8625,234700.0,NEAR OCEAN
+-119.18,34.21,29.0,4039.0,680.0,1677.0,644.0,4.3897,257600.0,NEAR OCEAN
+-119.19,34.21,28.0,4194.0,811.0,2556.0,856.0,4.2227,235400.0,NEAR OCEAN
+-119.19,34.21,27.0,1887.0,487.0,1339.0,428.0,2.9185,224500.0,NEAR OCEAN
+-119.19,34.2,36.0,1293.0,312.0,1128.0,335.0,2.1542,253900.0,NEAR OCEAN
+-119.19,34.21,34.0,3413.0,693.0,2223.0,651.0,3.8239,208200.0,NEAR OCEAN
+-119.18,34.21,46.0,2062.0,484.0,1522.0,469.0,3.087,213900.0,NEAR OCEAN
+-119.19,34.2,18.0,3620.0,,3171.0,779.0,3.3409,220500.0,NEAR OCEAN
+-119.18,34.19,19.0,2393.0,,1938.0,762.0,1.6953,167400.0,NEAR OCEAN
+-119.18,34.2,21.0,494.0,127.0,489.0,106.0,2.6964,170800.0,NEAR OCEAN
+-119.18,34.19,5.0,384.0,131.0,410.0,149.0,1.5625,87500.0,NEAR OCEAN
+-119.27,34.17,15.0,11403.0,2131.0,3327.0,1585.0,4.3693,423300.0,NEAR OCEAN
+-119.23,34.19,16.0,5297.0,810.0,1489.0,667.0,6.4522,500001.0,NEAR OCEAN
+-119.23,34.17,18.0,6171.0,1490.0,2164.0,1210.0,3.6875,500001.0,NEAR OCEAN
+-119.23,34.15,18.0,6213.0,1188.0,2679.0,1000.0,3.748,380400.0,NEAR OCEAN
+-119.21,34.19,15.0,3797.0,692.0,2216.0,675.0,4.7443,229500.0,NEAR OCEAN
+-119.21,34.19,15.0,5614.0,989.0,2754.0,994.0,5.035,242900.0,NEAR OCEAN
+-119.22,34.18,17.0,3332.0,762.0,1797.0,673.0,4.4292,231200.0,NEAR OCEAN
+-119.2,34.19,19.0,9503.0,1769.0,6370.0,1718.0,5.0016,218500.0,NEAR OCEAN
+-119.2,34.18,27.0,1035.0,229.0,782.0,222.0,4.2212,185400.0,NEAR OCEAN
+-119.19,34.19,35.0,2599.0,552.0,2726.0,543.0,3.2212,180500.0,NEAR OCEAN
+-119.19,34.18,32.0,3366.0,677.0,2857.0,669.0,4.6186,181100.0,NEAR OCEAN
+-119.18,34.19,36.0,4519.0,1081.0,4818.0,1061.0,2.8561,179100.0,NEAR OCEAN
+-119.18,34.18,31.0,2636.0,638.0,2695.0,614.0,3.2196,175800.0,NEAR OCEAN
+-119.17,34.18,38.0,3221.0,783.0,2792.0,736.0,2.9118,172400.0,NEAR OCEAN
+-119.17,34.17,34.0,2749.0,539.0,2330.0,559.0,4.2137,185600.0,NEAR OCEAN
+-119.17,34.17,32.0,1567.0,304.0,1482.0,308.0,3.5867,182100.0,NEAR OCEAN
+-119.17,34.17,42.0,1411.0,300.0,1295.0,339.0,2.6667,164900.0,NEAR OCEAN
+-119.17,34.17,25.0,1596.0,321.0,1378.0,308.0,4.0074,188000.0,NEAR OCEAN
+-119.17,34.17,21.0,2361.0,464.0,1146.0,396.0,3.6597,195100.0,NEAR OCEAN
+-119.19,34.17,31.0,1872.0,434.0,1511.0,405.0,3.2314,186800.0,NEAR OCEAN
+-119.19,34.17,35.0,4276.0,767.0,3295.0,708.0,4.2583,187300.0,NEAR OCEAN
+-119.18,34.17,32.0,2388.0,467.0,1746.0,483.0,3.9331,187600.0,NEAR OCEAN
+-119.18,34.16,30.0,2053.0,368.0,1496.0,391.0,3.6546,186200.0,NEAR OCEAN
+-119.19,34.17,27.0,2183.0,364.0,1458.0,388.0,4.4567,191100.0,NEAR OCEAN
+-119.19,34.16,34.0,2610.0,466.0,1543.0,433.0,3.9722,189000.0,NEAR OCEAN
+-119.19,34.16,35.0,2733.0,510.0,1814.0,511.0,4.4187,183400.0,NEAR OCEAN
+-119.22,34.15,32.0,3152.0,596.0,3490.0,526.0,2.725,450000.0,NEAR OCEAN
+-119.2,34.18,22.0,6465.0,1397.0,2694.0,1370.0,2.9832,165600.0,NEAR OCEAN
+-119.21,34.18,13.0,6103.0,1319.0,2986.0,1212.0,3.9718,215200.0,NEAR OCEAN
+-119.19,34.15,31.0,4175.0,1004.0,3310.0,954.0,3.1989,185400.0,NEAR OCEAN
+-119.2,34.15,27.0,2076.0,681.0,1904.0,647.0,1.4773,160800.0,NEAR OCEAN
+-119.21,34.12,15.0,5778.0,1285.0,1722.0,829.0,4.3427,305800.0,NEAR OCEAN
+-119.18,34.16,12.0,460.0,101.0,405.0,103.0,5.2783,167400.0,NEAR OCEAN
+-119.18,34.16,27.0,1832.0,415.0,1480.0,414.0,3.9643,186000.0,NEAR OCEAN
+-119.18,34.15,22.0,4769.0,1366.0,5534.0,1318.0,2.4167,192000.0,NEAR OCEAN
+-119.17,34.16,17.0,5276.0,1020.0,4066.0,984.0,4.5828,205400.0,NEAR OCEAN
+-119.17,34.15,18.0,2509.0,688.0,3129.0,677.0,2.6098,146100.0,NEAR OCEAN
+-119.13,34.19,16.0,6389.0,1330.0,6242.0,1340.0,4.0222,206800.0,NEAR OCEAN
+-119.15,34.17,22.0,1612.0,334.0,1431.0,335.0,4.8125,194400.0,NEAR OCEAN
+-119.14,34.17,16.0,1593.0,353.0,836.0,357.0,2.726,67500.0,NEAR OCEAN
+-119.11,34.17,37.0,470.0,105.0,522.0,83.0,2.0368,243800.0,NEAR OCEAN
+-119.17,34.19,28.0,1444.0,508.0,2145.0,437.0,1.6964,175000.0,NEAR OCEAN
+-119.14,34.15,25.0,2202.0,390.0,1415.0,412.0,4.43,207700.0,NEAR OCEAN
+-119.16,34.15,23.0,3204.0,644.0,2295.0,614.0,3.9485,196600.0,NEAR OCEAN
+-119.16,34.12,17.0,224.0,70.0,147.0,71.0,3.6167,280000.0,NEAR OCEAN
+-119.16,34.17,17.0,7982.0,1603.0,6437.0,1596.0,4.1279,223900.0,NEAR OCEAN
+-119.15,34.17,23.0,2239.0,537.0,784.0,497.0,1.6038,194300.0,NEAR OCEAN
+-119.15,34.2,25.0,3445.0,898.0,5558.0,894.0,3.0972,169300.0,NEAR OCEAN
+-119.17,34.25,15.0,1329.0,282.0,1001.0,284.0,3.65,189300.0,NEAR OCEAN
+-119.15,34.25,36.0,3511.0,664.0,2965.0,695.0,4.0878,186800.0,NEAR OCEAN
+-119.16,34.23,26.0,5444.0,1293.0,3700.0,1158.0,2.7556,213200.0,NEAR OCEAN
+-119.14,34.23,8.0,243.0,75.0,102.0,80.0,2.5714,500001.0,NEAR OCEAN
+-119.12,34.23,35.0,2028.0,554.0,2252.0,521.0,2.4643,182000.0,NEAR OCEAN
+-119.12,34.25,31.0,737.0,146.0,1436.0,168.0,3.5625,194100.0,NEAR OCEAN
+-119.04,34.28,21.0,1856.0,276.0,863.0,255.0,4.5833,500001.0,<1H OCEAN
+-118.96,34.3,16.0,3103.0,482.0,1567.0,467.0,6.907,500001.0,<1H OCEAN
+-119.06,34.24,21.0,7436.0,984.0,2982.0,988.0,7.6775,391200.0,<1H OCEAN
+-119.09,34.24,17.0,10214.0,1589.0,3409.0,1327.0,5.3806,452100.0,<1H OCEAN
+-119.02,34.26,40.0,1498.0,292.0,707.0,249.0,3.7974,228700.0,<1H OCEAN
+-119.03,34.25,25.0,3344.0,502.0,1483.0,496.0,6.196,340600.0,<1H OCEAN
+-119.04,34.24,20.0,7794.0,1192.0,4169.0,1188.0,5.9316,311900.0,<1H OCEAN
+-119.05,34.24,24.0,4341.0,646.0,1929.0,703.0,5.4298,279600.0,<1H OCEAN
+-118.99,34.23,9.0,10618.0,1617.0,4830.0,1606.0,6.6246,284200.0,<1H OCEAN
+-119.01,34.23,11.0,5785.0,1035.0,2760.0,985.0,4.693,232200.0,<1H OCEAN
+-118.94,34.24,5.0,10018.0,1233.0,4253.0,1120.0,8.9063,500001.0,<1H OCEAN
+-118.96,34.23,14.0,15207.0,2924.0,6301.0,2829.0,3.9699,217000.0,<1H OCEAN
+-119.03,34.24,25.0,3655.0,545.0,1776.0,544.0,5.687,238100.0,<1H OCEAN
+-119.03,34.23,16.0,5323.0,795.0,2493.0,779.0,5.6762,271300.0,<1H OCEAN
+-119.02,34.24,24.0,4650.0,748.0,2374.0,702.0,5.8838,232600.0,<1H OCEAN
+-119.03,34.23,21.0,3284.0,487.0,1832.0,521.0,5.2773,250800.0,<1H OCEAN
+-119.03,34.22,24.0,3421.0,656.0,2220.0,645.0,4.7831,214200.0,<1H OCEAN
+-119.04,34.23,21.0,9807.0,1614.0,4199.0,1554.0,5.0145,246600.0,<1H OCEAN
+-119.06,34.23,23.0,3471.0,510.0,2002.0,555.0,5.2742,257500.0,<1H OCEAN
+-119.06,34.23,29.0,3511.0,632.0,2591.0,596.0,3.0219,221700.0,<1H OCEAN
+-119.04,34.22,18.0,3117.0,583.0,2079.0,545.0,4.6458,222800.0,<1H OCEAN
+-119.06,34.22,13.0,4175.0,1321.0,2257.0,1271.0,3.1446,177100.0,<1H OCEAN
+-119.0,34.19,5.0,3634.0,718.0,1317.0,743.0,4.2917,227900.0,<1H OCEAN
+-119.05,34.19,39.0,143.0,36.0,113.0,33.0,2.8942,275000.0,NEAR OCEAN
+-119.08,34.17,32.0,166.0,22.0,63.0,29.0,7.3004,125000.0,NEAR OCEAN
+-119.03,34.21,11.0,4528.0,729.0,2398.0,684.0,5.3044,319000.0,<1H OCEAN
+-119.05,34.21,27.0,4357.0,926.0,2110.0,876.0,3.0119,218200.0,<1H OCEAN
+-119.09,34.22,8.0,40.0,10.0,309.0,16.0,4.0208,52500.0,NEAR OCEAN
+-119.05,34.13,12.0,57.0,22.0,69.0,15.0,5.0066,275000.0,NEAR OCEAN
+-118.97,34.18,18.0,7338.0,1020.0,3419.0,1058.0,7.0242,293100.0,<1H OCEAN
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+-118.96,34.18,16.0,3137.0,462.0,1384.0,436.0,6.1306,258200.0,<1H OCEAN
+-118.98,34.16,16.0,2476.0,402.0,1251.0,387.0,5.7676,241300.0,<1H OCEAN
+-118.95,34.18,25.0,2237.0,331.0,1121.0,365.0,6.0994,254900.0,<1H OCEAN
+-118.95,34.17,9.0,2372.0,312.0,1039.0,321.0,7.6016,344900.0,<1H OCEAN
+-118.94,34.17,16.0,3746.0,508.0,1556.0,452.0,6.3303,299400.0,<1H OCEAN
+-118.94,34.17,15.0,1679.0,271.0,928.0,264.0,5.5681,235600.0,<1H OCEAN
+-118.95,34.17,23.0,2630.0,404.0,1184.0,385.0,5.2955,247600.0,<1H OCEAN
+-118.95,34.16,21.0,2953.0,419.0,1397.0,410.0,6.541,291500.0,<1H OCEAN
+-118.93,34.18,18.0,2730.0,415.0,1248.0,412.0,6.187,287900.0,<1H OCEAN
+-118.92,34.18,17.0,2400.0,352.0,1067.0,323.0,6.3522,259300.0,<1H OCEAN
+-118.92,34.17,17.0,1552.0,246.0,685.0,244.0,5.9836,294800.0,<1H OCEAN
+-118.94,34.16,3.0,1170.0,148.0,493.0,142.0,8.0428,500001.0,<1H OCEAN
+-118.91,34.18,17.0,3220.0,716.0,1381.0,733.0,2.8958,176000.0,<1H OCEAN
+-118.9,34.18,20.0,1288.0,179.0,539.0,181.0,5.8652,302600.0,<1H OCEAN
+-118.9,34.18,14.0,2627.0,328.0,1121.0,328.0,7.0504,333800.0,<1H OCEAN
+-118.9,34.17,14.0,4719.0,734.0,1880.0,731.0,5.3558,313800.0,<1H OCEAN
+-118.88,34.17,15.0,4260.0,,1701.0,669.0,5.1033,410700.0,<1H OCEAN
+-118.85,34.17,42.0,564.0,96.0,220.0,81.0,4.5625,318800.0,<1H OCEAN
+-118.84,34.16,18.0,6075.0,1056.0,2571.0,1018.0,5.22,399400.0,<1H OCEAN
+-118.84,34.15,17.0,3785.0,494.0,1527.0,507.0,8.4443,358500.0,<1H OCEAN
+-118.86,34.16,16.0,1509.0,216.0,578.0,235.0,10.2614,410800.0,<1H OCEAN
+-118.85,34.14,24.0,1999.0,244.0,759.0,247.0,8.7657,366300.0,<1H OCEAN
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+-118.83,34.15,16.0,3380.0,731.0,1227.0,641.0,4.2857,233200.0,NEAR OCEAN
+-118.83,34.14,16.0,1316.0,194.0,450.0,173.0,10.1597,500001.0,NEAR OCEAN
+-118.83,34.14,16.0,1956.0,312.0,671.0,319.0,6.4001,321800.0,NEAR OCEAN
+-118.85,34.14,16.0,4109.0,543.0,1409.0,560.0,8.1064,423400.0,<1H OCEAN
+-118.95,34.19,24.0,2719.0,434.0,1318.0,424.0,4.675,228800.0,<1H OCEAN
+-118.94,34.18,24.0,3689.0,585.0,1898.0,581.0,5.9224,239400.0,<1H OCEAN
+-118.94,34.18,25.0,3502.0,508.0,1713.0,508.0,5.5181,242100.0,<1H OCEAN
+-118.93,34.2,17.0,2619.0,606.0,1655.0,557.0,3.886,281300.0,<1H OCEAN
+-118.92,34.19,16.0,3631.0,974.0,2585.0,923.0,3.0691,130400.0,<1H OCEAN
+-118.9,34.2,16.0,6510.0,817.0,2304.0,778.0,7.9943,452100.0,<1H OCEAN
+-118.9,34.19,26.0,1582.0,196.0,573.0,182.0,10.0595,500001.0,<1H OCEAN
+-118.91,34.22,15.0,5644.0,757.0,2659.0,783.0,6.7559,312000.0,<1H OCEAN
+-118.89,34.22,20.0,3878.0,665.0,1651.0,591.0,5.5402,264600.0,<1H OCEAN
+-118.87,34.23,14.0,4242.0,746.0,1858.0,689.0,6.0145,287100.0,<1H OCEAN
+-118.88,34.22,16.0,2343.0,393.0,2007.0,383.0,5.756,302700.0,<1H OCEAN
+-118.87,34.22,14.0,3108.0,451.0,1566.0,434.0,6.2423,305400.0,<1H OCEAN
+-118.85,34.25,17.0,5593.0,732.0,1992.0,660.0,7.2965,342900.0,<1H OCEAN
+-118.85,34.23,13.0,5094.0,764.0,2230.0,737.0,6.4823,290900.0,<1H OCEAN
+-118.86,34.22,26.0,1932.0,280.0,886.0,289.0,5.0855,232200.0,<1H OCEAN
+-118.86,34.22,26.0,1775.0,295.0,1004.0,323.0,5.5845,251700.0,<1H OCEAN
+-118.86,34.22,22.0,1230.0,200.0,673.0,195.0,6.2708,251400.0,<1H OCEAN
+-118.85,34.21,25.0,1328.0,209.0,691.0,228.0,4.9234,241400.0,<1H OCEAN
+-118.85,34.21,29.0,2195.0,414.0,1360.0,401.0,3.4773,206700.0,<1H OCEAN
+-118.86,34.21,26.0,3354.0,659.0,2020.0,648.0,4.1576,211800.0,<1H OCEAN
+-118.88,34.22,22.0,3654.0,517.0,1565.0,518.0,6.2748,274800.0,<1H OCEAN
+-118.87,34.21,26.0,4439.0,616.0,1881.0,592.0,6.2935,258000.0,<1H OCEAN
+-118.88,34.21,26.0,1590.0,196.0,654.0,199.0,6.5851,300000.0,<1H OCEAN
+-118.87,34.2,26.0,1924.0,245.0,775.0,244.0,7.001,286800.0,<1H OCEAN
+-118.88,34.2,23.0,4862.0,597.0,1938.0,594.0,7.3409,316000.0,<1H OCEAN
+-118.88,34.19,26.0,2296.0,275.0,842.0,263.0,7.7889,309900.0,<1H OCEAN
+-118.86,34.2,32.0,2399.0,384.0,1199.0,390.0,4.125,264600.0,<1H OCEAN
+-118.86,34.19,26.0,3135.0,480.0,1474.0,458.0,6.1949,243500.0,<1H OCEAN
+-118.87,34.19,23.0,2179.0,423.0,1338.0,406.0,5.5224,240700.0,<1H OCEAN
+-118.88,34.19,16.0,7268.0,1729.0,3232.0,1653.0,3.3703,228700.0,<1H OCEAN
+-118.87,34.18,21.0,5661.0,1369.0,3188.0,1308.0,3.4676,212800.0,<1H OCEAN
+-118.85,34.18,11.0,5873.0,1455.0,3089.0,1365.0,3.5504,173800.0,<1H OCEAN
+-118.84,34.17,16.0,3449.0,820.0,1877.0,816.0,3.2176,187500.0,<1H OCEAN
+-118.85,34.2,28.0,2040.0,297.0,848.0,280.0,6.7612,323700.0,<1H OCEAN
+-118.86,34.19,29.0,1326.0,185.0,586.0,187.0,6.5474,422900.0,<1H OCEAN
+-118.86,34.19,27.0,1931.0,261.0,736.0,244.0,6.7805,392900.0,<1H OCEAN
+-118.85,34.19,27.0,2287.0,320.0,967.0,321.0,6.5162,349400.0,<1H OCEAN
+-118.83,34.18,23.0,5647.0,786.0,2050.0,738.0,6.3586,348300.0,<1H OCEAN
+-118.83,34.17,17.0,4668.0,628.0,1917.0,624.0,8.1397,353900.0,<1H OCEAN
+-118.9,34.14,35.0,1503.0,263.0,576.0,216.0,5.1457,500001.0,<1H OCEAN
+-119.0,34.08,17.0,1822.0,438.0,578.0,291.0,5.4346,428600.0,NEAR OCEAN
+-118.75,34.18,4.0,16704.0,2704.0,6187.0,2207.0,6.6122,357600.0,NEAR OCEAN
+-118.75,34.17,18.0,6217.0,858.0,2703.0,834.0,6.8075,325900.0,NEAR OCEAN
+-118.69,34.18,11.0,1177.0,138.0,415.0,119.0,10.0472,500001.0,<1H OCEAN
+-118.8,34.19,4.0,15572.0,2222.0,5495.0,2152.0,8.6499,500001.0,<1H OCEAN
+-118.83,34.23,6.0,8803.0,1114.0,3385.0,1010.0,8.7288,425800.0,<1H OCEAN
+-118.84,34.22,11.0,3170.0,420.0,1418.0,432.0,7.5118,361900.0,<1H OCEAN
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+-121.54,39.12,17.0,4251.0,899.0,3265.0,934.0,2.3496,65000.0,INLAND
+-121.58,39.12,26.0,2796.0,629.0,2017.0,632.0,1.8355,61200.0,INLAND
+-121.57,39.12,30.0,2601.0,534.0,1702.0,506.0,2.08,56600.0,INLAND
+-121.57,39.1,28.0,1442.0,333.0,832.0,286.0,1.8413,62300.0,INLAND
+-121.59,39.1,24.0,1107.0,261.0,768.0,205.0,1.7167,48800.0,INLAND
+-121.56,39.11,18.0,2171.0,480.0,1527.0,447.0,2.3011,57500.0,INLAND
+-121.56,39.1,28.0,2130.0,484.0,1195.0,439.0,1.3631,45500.0,INLAND
+-121.55,39.1,27.0,1783.0,441.0,1163.0,409.0,1.2857,47000.0,INLAND
+-121.56,39.08,26.0,1377.0,289.0,761.0,267.0,1.4934,48300.0,INLAND
+-121.55,39.09,31.0,1728.0,365.0,1167.0,384.0,1.4958,53400.0,INLAND
+-121.54,39.08,26.0,2276.0,460.0,1455.0,474.0,2.4695,58000.0,INLAND
+-121.54,39.08,23.0,1076.0,216.0,724.0,197.0,2.3598,57500.0,INLAND
+-121.53,39.08,15.0,1810.0,441.0,1157.0,375.0,2.0469,55100.0,INLAND
+-121.53,39.06,20.0,561.0,109.0,308.0,114.0,3.3021,70800.0,INLAND
+-121.55,39.06,25.0,1332.0,247.0,726.0,226.0,2.25,63400.0,INLAND
+-121.56,39.01,22.0,1891.0,340.0,1023.0,296.0,2.7303,99100.0,INLAND
+-121.48,39.05,40.0,198.0,41.0,151.0,48.0,4.5625,100000.0,INLAND
+-121.47,39.01,37.0,1244.0,247.0,484.0,157.0,2.3661,77500.0,INLAND
+-121.44,39.0,20.0,755.0,147.0,457.0,157.0,2.4167,67000.0,INLAND
+-121.37,39.03,32.0,1158.0,244.0,598.0,227.0,2.8235,65500.0,INLAND
+-121.41,39.04,16.0,1698.0,300.0,731.0,291.0,3.0739,87200.0,INLAND
+-121.52,39.12,37.0,102.0,17.0,29.0,14.0,4.125,72000.0,INLAND
+-121.43,39.18,36.0,1124.0,184.0,504.0,171.0,2.1667,93800.0,INLAND
+-121.32,39.13,5.0,358.0,65.0,169.0,59.0,3.0,162500.0,INLAND
+-121.48,39.1,19.0,2043.0,421.0,1018.0,390.0,2.5952,92400.0,INLAND
+-121.39,39.12,28.0,10035.0,1856.0,6912.0,1818.0,2.0943,108300.0,INLAND
+-121.32,39.29,11.0,2640.0,505.0,1257.0,445.0,3.5673,112000.0,INLAND
+-121.4,39.33,15.0,2655.0,493.0,1200.0,432.0,3.5179,107200.0,INLAND
+-121.45,39.26,15.0,2319.0,416.0,1047.0,385.0,3.125,115600.0,INLAND
+-121.53,39.19,27.0,2080.0,412.0,1082.0,382.0,2.5495,98300.0,INLAND
+-121.56,39.27,28.0,2332.0,395.0,1041.0,344.0,3.7125,116800.0,INLAND
+-121.09,39.48,25.0,1665.0,374.0,845.0,330.0,1.5603,78100.0,INLAND
+-121.21,39.49,18.0,697.0,150.0,356.0,114.0,2.5568,77100.0,INLAND
+-121.22,39.43,17.0,2254.0,485.0,1007.0,433.0,1.7,92300.0,INLAND
+-121.32,39.43,18.0,1860.0,409.0,741.0,349.0,1.8672,84700.0,INLAND
+-121.24,39.37,16.0,2785.0,616.0,1387.0,530.0,2.3886,89400.0,INLAND
diff --git a/your-code/lab_california_housing.ipynb b/your-code/lab_california_housing.ipynb
index 810677a..607aacf 100644
--- a/your-code/lab_california_housing.ipynb
+++ b/your-code/lab_california_housing.ipynb
@@ -35,11 +35,83 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "   longitude  latitude  housing_median_age  total_rooms  total_bedrooms  \\\n",
+      "0    -122.23     37.88                41.0        880.0           129.0   \n",
+      "1    -122.22     37.86                21.0       7099.0          1106.0   \n",
+      "2    -122.24     37.85                52.0       1467.0           190.0   \n",
+      "3    -122.25     37.85                52.0       1274.0           235.0   \n",
+      "4    -122.25     37.85                52.0       1627.0           280.0   \n",
+      "\n",
+      "   population  households  median_income  median_house_value ocean_proximity  \n",
+      "0       322.0       126.0         8.3252            452600.0        NEAR BAY  \n",
+      "1      2401.0      1138.0         8.3014            358500.0        NEAR BAY  \n",
+      "2       496.0       177.0         7.2574            352100.0        NEAR BAY  \n",
+      "3       558.0       219.0         5.6431            341300.0        NEAR BAY  \n",
+      "4       565.0       259.0         3.8462            342200.0        NEAR BAY  \n",
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 20640 entries, 0 to 20639\n",
+      "Data columns (total 10 columns):\n",
+      " #   Column              Non-Null Count  Dtype  \n",
+      "---  ------              --------------  -----  \n",
+      " 0   longitude           20640 non-null  float64\n",
+      " 1   latitude            20640 non-null  float64\n",
+      " 2   housing_median_age  20640 non-null  float64\n",
+      " 3   total_rooms         20640 non-null  float64\n",
+      " 4   total_bedrooms      20433 non-null  float64\n",
+      " 5   population          20640 non-null  float64\n",
+      " 6   households          20640 non-null  float64\n",
+      " 7   median_income       20640 non-null  float64\n",
+      " 8   median_house_value  20640 non-null  float64\n",
+      " 9   ocean_proximity     20640 non-null  object \n",
+      "dtypes: float64(9), object(1)\n",
+      "memory usage: 1.6+ MB\n",
+      "None\n",
+      "longitude               0\n",
+      "latitude                0\n",
+      "housing_median_age      0\n",
+      "total_rooms             0\n",
+      "total_bedrooms        207\n",
+      "population              0\n",
+      "households              0\n",
+      "median_income           0\n",
+      "median_house_value      0\n",
+      "ocean_proximity         0\n",
+      "dtype: int64\n"
+     ]
+    }
+   ],
    "source": [
-    "# Your code here\n"
+    "# Your code here\n",
+    "import pandas as pd\n",
+    "\n",
+    "houses = pd.read_csv(\"housing.csv\")\n",
+    "\n",
+    "# Display basic information about the dataset\n",
+    "print(houses.head())  # Display the first few rows\n",
+    "print(houses.info())  # Display information about columns and data types\n",
+    "\n",
+    "# Check for missing values\n",
+    "print(houses.isnull().sum())  # Show the count of missing values in each column\n",
+    "\n",
+    "# Remove outliers (you can define your own criteria for outliers)\n",
+    "# For example, using z-score to remove outliers in numerical columns:\n",
+    "from scipy import stats\n",
+    "z_scores = stats.zscore(houses.select_dtypes(include='number'))\n",
+    "abs_z_scores = abs(z_scores)\n",
+    "filtered_entries = (abs_z_scores < 3).all(axis=1)\n",
+    "data = houses[filtered_entries]\n",
+    "\n",
+    "# Impute or remove missing values\n",
+    "# Depending on the nature of missing data, you might choose different strategies like imputation or removal\n",
+    "# For example, to drop rows with any missing values:\n",
+    "data = data.dropna()"
    ]
   },
   {
@@ -51,11 +123,73 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
+      "  with pd.option_context('mode.use_inf_as_na', True):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
+      "  with pd.option_context('mode.use_inf_as_na', True):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
+      "  with pd.option_context('mode.use_inf_as_na', True):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
+      "  with pd.option_context('mode.use_inf_as_na', True):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
+      "  with pd.option_context('mode.use_inf_as_na', True):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1498: FutureWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, CategoricalDtype) instead\n",
+      "  if pd.api.types.is_categorical_dtype(vector):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/seaborn/_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
+      "  with pd.option_context('mode.use_inf_as_na', True):\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1500 with 42 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
-    "# Your plots here"
+    "import seaborn as sns\n",
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "# Selecting variables of interest\n",
+    "selected_vars = ['median_income', 'housing_median_age', 'total_rooms', 'latitude', 'longitude', 'median_house_value']\n",
+    "data_subset = houses[selected_vars]  # Replace 'your_data' with your DataFrame name\n",
+    "\n",
+    "# Pairplot for scatter plots and regression lines\n",
+    "sns.pairplot(data_subset, kind='reg')\n",
+    "plt.show()\n"
    ]
   },
   {
@@ -71,7 +205,15 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your response here"
+    "# Your response here\n",
+    "\"\"\"\n",
+    "Housing Median Age vs. Median House Value:\n",
+    "The relationship here seems less clear. The regression line might show a slight trend, but the data points are more scattered, suggesting that housing median age alone might not be a strong predictor of home prices.\n",
+    "Total Rooms vs. Median House Value:\n",
+    "Again, the relationship is not very definitive. The regression line might show a slight positive trend, but the data points are widely spread.\n",
+    "Median Income vs. Median House Value:\n",
+    "There appears to be a positive correlation between median income and median house value. \n",
+    "\"\"\""
    ]
   },
   {
@@ -83,11 +225,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
-    "# Your response here"
+    "# Your response here\n",
+    "data_encoded = pd.get_dummies(houses)  # Replace 'your_data' with your DataFrame name\n",
+    "corr_matrix = data_encoded.corr()\n",
+    "\n",
+    "plt.figure(figsize=(10, 8))\n",
+    "sns.heatmap(corr_matrix, annot=True, cmap='coolwarm', fmt='.2f')\n",
+    "plt.title('Correlation Heatmap of Variables (Encoded)')\n",
+    "plt.show()"
    ]
   },
   {
@@ -100,11 +260,28 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "count     20640.000000\n",
+      "mean     206855.816909\n",
+      "std      115395.615874\n",
+      "min       14999.000000\n",
+      "25%      119600.000000\n",
+      "50%      179700.000000\n",
+      "75%      264725.000000\n",
+      "max      500001.000000\n",
+      "Name: median_house_value, dtype: float64\n"
+     ]
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "print(houses['median_house_value'].describe())\n"
    ]
   },
   {
@@ -126,16 +303,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
     "from sklearn.metrics import r2_score\n",
+    "from sklearn.metrics import mean_squared_error\n",
+    "import numpy as np\n",
     "\n",
-    "def performance_metric(y_true, y_predict):\n",
+    "def performance_metric(y_true, y_pred):\n",
     "    \"\"\" Calculates and returns the performance score between \n",
     "        true and predicted values based on the metric chosen. \"\"\"\n",
-    "    # Your code here:"
+    "    # Your code here:\n",
+    "    rmse = np.sqrt(mean_squared_error(y_true, y_pred))\n",
+    "    return rmse"
    ]
   },
   {
@@ -148,11 +329,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "from sklearn.model_selection import train_test_split\n",
+    "\n",
+    "# Separate features and target variable\n",
+    "X = houses.drop(columns=['median_house_value'])  # Features\n",
+    "y = houses['median_house_value']  # Target variable\n",
+    "\n",
+    "# Split the data into training and testing sets with shuffling\n",
+    "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.2, random_state=42)\n",
+    "\n",
+    "# Ensure the data is shuffled and split into X_train, X_test, y_train, y_test\n"
    ]
   },
   {
@@ -175,11 +365,195 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 23,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:767: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if not hasattr(array, \"sparse\") and array.dtypes.apply(is_sparse).any():\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:605: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype):\n",
+      "/Users/slevin/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:614: FutureWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n",
+      "  if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n"
+     ]
+    }
+   ],
    "source": [
-    "# Five separate RFR here with the given max depths"
+    "from sklearn.ensemble import RandomForestRegressor\n",
+    "import matplotlib.pyplot as plt\n",
+    "from sklearn.impute import SimpleImputer\n",
+    "\n",
+    "# Drop rows with NaN values from your dataset\n",
+    "houses = houses.dropna()\n",
+    "\n",
+    "X = houses.drop(columns=['median_house_value'])\n",
+    "y = houses['median_house_value']\n",
+    "\n",
+    "X_train_cleaned, X_test_cleaned, y_train_cleaned, y_test_cleaned = train_test_split(\n",
+    "    X, y, test_size=0.2, random_state=42\n",
+    ")\n",
+    "\n",
+    "X_train_encoded_cleaned = pd.get_dummies(X_train_cleaned)\n",
+    "X_test_encoded_cleaned = pd.get_dummies(X_test_cleaned)\n",
+    "\n",
+    "max_depth_values = [2, 4, 6, 8, 10]\n",
+    "train_scores_cleaned = []\n",
+    "test_scores_cleaned = []\n",
+    "\n",
+    "for depth in max_depth_values:\n",
+    "    model = RandomForestRegressor(max_depth=depth, random_state=42)\n",
+    "    model.fit(X_train_encoded_cleaned, y_train_cleaned)\n",
+    "    train_score_cleaned = model.score(X_train_encoded_cleaned, y_train_cleaned)\n",
+    "    test_score_cleaned = model.score(X_test_encoded_cleaned, y_test_cleaned)\n",
+    "    train_scores_cleaned.append(train_score_cleaned)\n",
+    "    test_scores_cleaned.append(test_score_cleaned)"
    ]
   },
   {
@@ -191,13 +565,33 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 24,
    "metadata": {
     "scrolled": false
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 800x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
-    "# Produce a plot with the score for the testing and training for the different max depths"
+    "# Produce a plot with the score for the testing and training for the different max depths\n",
+    "\n",
+    "plt.figure(figsize=(8, 6))\n",
+    "plt.plot(max_depth_values, train_scores_cleaned, label='Training score (Cleaned)', marker='o')\n",
+    "plt.plot(max_depth_values, test_scores_cleaned, label='Testing score (Cleaned)', marker='o')\n",
+    "plt.xlabel('max_depth')\n",
+    "plt.ylabel('Score')\n",
+    "plt.title('Random Forest Regressor Scores for Different max_depth Values')\n",
+    "plt.legend()\n",
+    "plt.show()"
    ]
   },
   {
@@ -213,7 +607,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your response here"
+    "# Your response here\n",
+    "\"\"\"\n",
+    "Initially, as the max_depth increases, the model's performance on the training data improves. \n",
+    "However, at very high depths, the training score may continue to improve or plateau, indicating that the model might be overfitting the training data.\n",
+    "\"\"\""
    ]
   },
   {
@@ -230,7 +628,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your response here"
+    "# Your response here\n",
+    "\"\"\"\n",
+    "A shallow tree (max_depth=1) tends to oversimplify the underlying patterns in the data. It can't capture intricate relationships between features and the target variable, leading to high bias.\n",
+    "Deeper trees (max_depth=10) capture more complex relationships in the training data. They tend to fit the training data closely and might capture noise and outliers, leading to high sensitivity to variations in the training data.\n",
+    "\"\"\""
    ]
   },
   {
@@ -243,11 +645,59 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 28,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "ValueError",
+     "evalue": "Found input variables with inconsistent numbers of samples: [4087, 16346]",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[28], line 7\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01msklearn\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mensemble\u001b[39;00m \u001b[38;5;28;01mimport\u001b[39;00m RandomForestRegressor\n\u001b[1;32m      4\u001b[0m \u001b[38;5;66;03m# Assuming you've cleaned your dataset and applied encoding (X_train_encoded_cleaned, X_test_encoded_cleaned, y_train_cleaned, y_test_cleaned)\u001b[39;00m\n\u001b[1;32m      5\u001b[0m \n\u001b[1;32m      6\u001b[0m \u001b[38;5;66;03m# Ensure consistency after cleaning\u001b[39;00m\n\u001b[0;32m----> 7\u001b[0m X_train_cleaned, X_test_cleaned, y_train_cleaned, y_test_cleaned \u001b[38;5;241m=\u001b[39m \u001b[43mtrain_test_split\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m      8\u001b[0m \u001b[43m    \u001b[49m\u001b[43mX_test_cleaned\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43my_train_cleaned\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mtest_size\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0.2\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mrandom_state\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m42\u001b[39;49m\n\u001b[1;32m      9\u001b[0m \u001b[43m)\u001b[49m\n\u001b[1;32m     11\u001b[0m \u001b[38;5;66;03m# Define the parameter grid for max_depth values to explore\u001b[39;00m\n\u001b[1;32m     12\u001b[0m param_grid \u001b[38;5;241m=\u001b[39m {\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mmax_depth\u001b[39m\u001b[38;5;124m'\u001b[39m: [\u001b[38;5;241m2\u001b[39m, \u001b[38;5;241m4\u001b[39m, \u001b[38;5;241m6\u001b[39m, \u001b[38;5;241m8\u001b[39m, \u001b[38;5;241m10\u001b[39m]}\n",
+      "File \u001b[0;32m~/anaconda3/lib/python3.11/site-packages/sklearn/model_selection/_split.py:2559\u001b[0m, in \u001b[0;36mtrain_test_split\u001b[0;34m(test_size, train_size, random_state, shuffle, stratify, *arrays)\u001b[0m\n\u001b[1;32m   2556\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m n_arrays \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m0\u001b[39m:\n\u001b[1;32m   2557\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAt least one array required as input\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m-> 2559\u001b[0m arrays \u001b[38;5;241m=\u001b[39m \u001b[43mindexable\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43marrays\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m   2561\u001b[0m n_samples \u001b[38;5;241m=\u001b[39m _num_samples(arrays[\u001b[38;5;241m0\u001b[39m])\n\u001b[1;32m   2562\u001b[0m n_train, n_test \u001b[38;5;241m=\u001b[39m _validate_shuffle_split(\n\u001b[1;32m   2563\u001b[0m     n_samples, test_size, train_size, default_test_size\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.25\u001b[39m\n\u001b[1;32m   2564\u001b[0m )\n",
+      "File \u001b[0;32m~/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:443\u001b[0m, in \u001b[0;36mindexable\u001b[0;34m(*iterables)\u001b[0m\n\u001b[1;32m    424\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Make arrays indexable for cross-validation.\u001b[39;00m\n\u001b[1;32m    425\u001b[0m \n\u001b[1;32m    426\u001b[0m \u001b[38;5;124;03mChecks consistent length, passes through None, and ensures that everything\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    439\u001b[0m \u001b[38;5;124;03m    sparse matrix, or dataframe) or `None`.\u001b[39;00m\n\u001b[1;32m    440\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m    442\u001b[0m result \u001b[38;5;241m=\u001b[39m [_make_indexable(X) \u001b[38;5;28;01mfor\u001b[39;00m X \u001b[38;5;129;01min\u001b[39;00m iterables]\n\u001b[0;32m--> 443\u001b[0m \u001b[43mcheck_consistent_length\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mresult\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    444\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m result\n",
+      "File \u001b[0;32m~/anaconda3/lib/python3.11/site-packages/sklearn/utils/validation.py:397\u001b[0m, in \u001b[0;36mcheck_consistent_length\u001b[0;34m(*arrays)\u001b[0m\n\u001b[1;32m    395\u001b[0m uniques \u001b[38;5;241m=\u001b[39m np\u001b[38;5;241m.\u001b[39munique(lengths)\n\u001b[1;32m    396\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28mlen\u001b[39m(uniques) \u001b[38;5;241m>\u001b[39m \u001b[38;5;241m1\u001b[39m:\n\u001b[0;32m--> 397\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m    398\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFound input variables with inconsistent numbers of samples: \u001b[39m\u001b[38;5;132;01m%r\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    399\u001b[0m         \u001b[38;5;241m%\u001b[39m [\u001b[38;5;28mint\u001b[39m(l) \u001b[38;5;28;01mfor\u001b[39;00m l \u001b[38;5;129;01min\u001b[39;00m lengths]\n\u001b[1;32m    400\u001b[0m     )\n",
+      "\u001b[0;31mValueError\u001b[0m: Found input variables with inconsistent numbers of samples: [4087, 16346]"
+     ]
+    }
+   ],
    "source": [
-    "# Your response here"
+    "from sklearn.model_selection import train_test_split, GridSearchCV\n",
+    "from sklearn.ensemble import RandomForestRegressor\n",
+    "\n",
+    "# Assuming you've cleaned your dataset and applied encoding (X_train_encoded_cleaned, X_test_encoded_cleaned, y_train_cleaned, y_test_cleaned)\n",
+    "\n",
+    "# Ensure consistency after cleaning\n",
+    "X_train_cleaned, X_test_cleaned, y_train_cleaned, y_test_cleaned = train_test_split(\n",
+    "    X_test_cleaned, y_train_cleaned, test_size=0.2, random_state=42\n",
+    ")\n",
+    "\n",
+    "# Define the parameter grid for max_depth values to explore\n",
+    "param_grid = {'max_depth': [2, 4, 6, 8, 10]}\n",
+    "\n",
+    "# Create the Random Forest Regressor\n",
+    "model = RandomForestRegressor(random_state=42)\n",
+    "\n",
+    "# Initialize GridSearchCV with 5-fold cross-validation\n",
+    "grid_search = GridSearchCV(estimator=model, param_grid=param_grid, cv=5, scoring='r2')\n",
+    "\n",
+    "# Fit the grid search to find the best max_depth\n",
+    "grid_search.fit(X_train_cleaned, y_train_cleaned)\n",
+    "\n",
+    "# Get the best max_depth\n",
+    "best_max_depth = grid_search.best_params_['max_depth']\n",
+    "\n",
+    "# Train the model using the best max_depth on the full training data\n",
+    "best_model = RandomForestRegressor(max_depth=best_max_depth, random_state=42)\n",
+    "best_model.fit(X_train_cleaned, y_train_cleaned)\n",
+    "\n",
+    "# Evaluate the performance of the best model on the testing set\n",
+    "test_score = best_model.score(X_test_cleaned, y_test_cleaned)\n",
+    "\n",
+    "print(f\"Best max_depth: {best_max_depth}\")\n",
+    "print(f\"Testing R² score: {test_score}\")\n"
    ]
   },
   {
@@ -290,7 +740,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.9"
+   "version": "3.11.0"
   }
  },
  "nbformat": 4,
diff --git a/your-code/lab_overfitting.ipynb b/your-code/lab_overfitting.ipynb
index 3776411..30472cb 100644
--- a/your-code/lab_overfitting.ipynb
+++ b/your-code/lab_overfitting.ipynb
@@ -21,7 +21,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -55,11 +55,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here\n"
+    "# Your code here\n",
+    "from sklearn.svm import SVC\n",
+    "\n",
+    "gamma_values = [0.001, 1, 20]\n",
+    "\n",
+    "classifiers = []\n",
+    "for gamma in gamma_values:\n",
+    "    clf = SVC(kernel='rbf', gamma=gamma)\n",
+    "    classifiers.append(clf)"
    ]
   },
   {
@@ -71,9 +79,20 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x600 with 3 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "from matplotlib.colors import ListedColormap\n",
     "\n",
@@ -134,7 +153,10 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your response here"
+    "# Your response here\n",
+    "\"\"\"\n",
+    "The best one would be Gamma = 1: This classifier appears to capture the underlying structure of the data reasonably well. The decision boundary is more accurate and follows the circular pattern, separating the two classes effectively.\n",
+    "\"\"\""
    ]
   },
   {
@@ -146,11 +168,34 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Accuracy score for gamma = 0.7: 0.9300\n"
+     ]
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "from sklearn.svm import SVC\n",
+    "from sklearn.datasets import make_circles\n",
+    "\n",
+    "# Generating data\n",
+    "X, y = make_circles(noise=0.2, factor=0.5, random_state=1)\n",
+    "\n",
+    "# Creating the SVM classifier with gamma = 0.7\n",
+    "clf = SVC(kernel='rbf', gamma=0.7)\n",
+    "\n",
+    "# Fitting the classifier on the entire dataset\n",
+    "clf.fit(X, y)\n",
+    "\n",
+    "# Calculating accuracy score on the same dataset\n",
+    "accuracy = clf.score(X, y)\n",
+    "print(f\"Accuracy score for gamma = 0.7: {accuracy:.4f}\")"
    ]
   },
   {
@@ -162,11 +207,33 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Accuracy score for SVM with gamma = 20 on test set: 0.9000\n"
+     ]
+    }
+   ],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "\n",
+    "# Splitting the data into train and test sets\n",
+    "X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, random_state=42)\n",
+    "\n",
+    "# Creating the SVM classifier with gamma = 20\n",
+    "clf_gamma_20 = SVC(kernel='rbf', gamma=20)\n",
+    "\n",
+    "# Fitting the classifier on the training data\n",
+    "clf_gamma_20.fit(X_train, y_train)\n",
+    "\n",
+    "# Calculating accuracy score on the test set\n",
+    "accuracy_gamma_20 = clf_gamma_20.score(X_test, y_test)\n",
+    "print(f\"Accuracy score for SVM with gamma = 20 on test set: {accuracy_gamma_20:.4f}\")\n"
    ]
   },
   {
@@ -182,7 +249,25 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Your code here"
+    "# Your code here\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "\n",
+    "# Define different gamma values\n",
+    "gamma_values = [0.001, 1, 20]\n",
+    "\n",
+    "for gamma in gamma_values:\n",
+    "    # Splitting the data into train and test sets\n",
+    "    X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, random_state=42)\n",
+    "    \n",
+    "    # Creating the SVM classifier for each gamma value\n",
+    "    clf = SVC(kernel='rbf', gamma=gamma)\n",
+    "    \n",
+    "    # Fitting the classifier on the training data\n",
+    "    clf.fit(X_train, y_train)\n",
+    "    \n",
+    "    # Calculating accuracy score on the test set\n",
+    "    accuracy = clf.score(X_test, y_test)\n",
+    "    print(f\"Accuracy score for SVM with gamma = {gamma}: {accuracy:.4f}\")\n"
    ]
   },
   {
@@ -194,12 +279,37 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "\"\\nFor the SVM model specifically with a gamma value of 20:\\n\\nTry reducing the gamma value: Lower gamma values often result in smoother decision boundaries, reducing the risk of overfitting to noise.\\nExplore different kernel functions: Some datasets might benefit from different kernel functions (e.g., linear kernel) that might generalize better compared to RBF kernels.\\nApplying these strategies can help in mitigating overfitting and improving the model's ability to generalize to new, unseen data.\\n\""
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# Your response here"
+    "# Your response here\n",
+    "\"\"\"\n",
+    "For the SVM model specifically with a gamma value of 20:\n",
+    "\n",
+    "Try reducing the gamma value: Lower gamma values often result in smoother decision boundaries, reducing the risk of overfitting to noise.\n",
+    "Explore different kernel functions: Some datasets might benefit from different kernel functions (e.g., linear kernel) that might generalize better compared to RBF kernels.\n",
+    "Applying these strategies can help in mitigating overfitting and improving the model's ability to generalize to new, unseen data.\n",
+    "\"\"\""
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
@@ -218,7 +328,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.6.8"
+   "version": "3.11.0"
   }
  },
  "nbformat": 4,