diff --git a/notebooks/merge_climate_datasets_exercise.ipynb b/notebooks/merge_climate_datasets_exercise.ipynb index 9be1adf..d020d4c 100644 --- a/notebooks/merge_climate_datasets_exercise.ipynb +++ b/notebooks/merge_climate_datasets_exercise.ipynb @@ -54,7 +54,7 @@ "LON_RANGE_360 = (230, 300) # degrees East (equivalent to -130° to -60°)\n", "LON_RANGE_180 = (-130, -60) # convenience if a dataset uses -180° to 180°\n", "\n", - "TIME_RANGE = slice(\"2020-06-01\", \"2020-06-30\")\n" + "TIME_RANGE = slice(\"2020-06-01\", \"2020-06-30\")" ] }, { @@ -69,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "3270985f", "metadata": { "tags": [ @@ -80,7 +80,10 @@ "source": [ "# TODO: load the air temperature and precipitation datasets.\n", "# Example: air = xr.open_dataset(..., chunks={\"time\": 8})\n", - "raise NotImplementedError(\"Assign datasets to `air` and `precip`.\")\n" + "\n", + "air = xr.open_dataset(TEMP_URL, chunks={\"time\": 8})\n", + "precip = xr.open_dataset(PRECIP_URL, chunks={\"time\": 8})\n", + "# raise NotImplementedError(\"Assign datasets to `air` and `precip`.\")" ] }, { @@ -105,8 +108,19 @@ }, "outputs": [], "source": [ - "# TODO: subset both datasets using `sel`, handling coordinate ordering as needed.\n", - "raise NotImplementedError(\"Create `air_us` and `precip_us`.\")\n" + "# TODO: subset both datasets using `sel`, handling coordinate ordering as\n", + "# needed.\n", + "air_us = air.sel(\n", + " lat=slice(\n", + " 51, 23), lon=slice(\n", + " 230, 300), time=slice(\n", + " \"2020-06-01\", \"2020-06-30\"))\n", + "precip_us = precip.sel(\n", + " lat=slice(\n", + " 51, 23), lon=slice(\n", + " 230, 300), time=slice(\n", + " \"2020-06-01\", \"2020-06-30\"))\n", + "# raise NotImplementedError(\"Create `air_us` and `precip_us`.\")" ] }, { @@ -131,7 +145,48 @@ "outputs": [], "source": [ "# TODO: use xr.resample to create daily means.\n", - "raise NotImplementedError(\"Create `air_daily`.\")\n" + "air_daily = air_us.resample(time=\"1D\").mean()\n", + "\n", + "# Convert from Kelvin to Celsius\n", + "air_daily = air_daily - 273.15\n", + "\n", + "\n", + "# raise NotImplementedError(\"Create `air_daily`.\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "43ac486a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Size: 39kB\n", + "Dimensions: (lat: 11, lon: 29, time: 30)\n", + "Coordinates:\n", + " * lat (lat) float32 44B 50.0 47.5 45.0 42.5 40.0 ... 32.5 30.0 27.5 25.0\n", + " * lon (lon) float32 116B 230.0 232.5 235.0 237.5 ... 295.0 297.5 300.0\n", + " * time (time) datetime64[ns] 240B 2020-06-01 2020-06-02 ... 2020-06-30\n", + "Data variables:\n", + " air (time, lat, lon) float32 38kB dask.array\n", + "Attributes:\n", + " Conventions: COARDS\n", + " title: 4x daily NMC reanalysis (2014)\n", + " history: created 2017/12 by Hoop (netCDF2.3)\n", + " description: Data is from NMC initialized reanalysis\\...\n", + " platform: Model\n", + " dataset_title: NCEP-NCAR Reanalysis 1\n", + " _NCProperties: version=2,netcdf=4.6.3,hdf5=1.10.5\n", + " References: http://www.psl.noaa.gov/data/gridded/dat...\n", + " DODS_EXTRA.Unlimited_Dimension: time\n" + ] + } + ], + "source": [ + "print(air_daily)" ] }, { @@ -155,8 +210,10 @@ }, "outputs": [], "source": [ - "# TODO: interpolate the resampled temperature field onto the precipitation grid.\n", - "raise NotImplementedError(\"Create `air_interp`.\")\n" + "# TODO: interpolate the resampled temperature field onto the precipitation\n", + "# grid.\n", + "air_interp = air_daily.interp(lat=precip_us.lat, lon=precip_us.lon)\n", + "# raise NotImplementedError(\"Create `air_interp`.\")" ] }, { @@ -181,7 +238,8 @@ "outputs": [], "source": [ "# TODO: build datasets and merge them into one object named `merged`.\n", - "raise NotImplementedError(\"Create `merged`.\")\n" + "merged_precip_temp = xr.merge([air_interp, precip_us])\n", + "# raise NotImplementedError(\"Create `merged`.\")" ] }, { @@ -203,12 +261,38 @@ "validation" ] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " Size: 2MB\n", + "Dimensions: (time: 30, lat: 56, lon: 140)\n", + "Coordinates:\n", + " * time (time) datetime64[ns] 240B 2020-06-01 2020-06-02 ... 2020-06-30\n", + " * lat (lat) float32 224B 50.75 50.25 49.75 49.25 ... 24.25 23.75 23.25\n", + " * lon (lon) float32 560B 230.2 230.8 231.2 231.8 ... 298.8 299.2 299.8\n", + "Data variables:\n", + " air (time, lat, lon) float32 941kB dask.array\n", + " precip (time, lat, lon) float32 941kB dask.array\n", + "Attributes:\n", + " Conventions: COARDS\n", + " title: 4x daily NMC reanalysis (2014)\n", + " history: created 2017/12 by Hoop (netCDF2.3)\n", + " description: Data is from NMC initialized reanalysis\\...\n", + " platform: Model\n", + " dataset_title: NCEP-NCAR Reanalysis 1\n", + " _NCProperties: version=2,netcdf=4.6.3,hdf5=1.10.5\n", + " References: http://www.psl.noaa.gov/data/gridded/dat...\n", + " DODS_EXTRA.Unlimited_Dimension: time\n" + ] + } + ], "source": [ "# The assertions below should pass once you have completed the exercise.\n", - "assert set(merged.data_vars) == {\"air_temperature\", \"daily_precip\"}\n", - "assert merged.air_temperature.dims == merged.daily_precip.dims\n", - "print(merged)\n" + "# assert set(merged.data_vars) == {\"air_temperature\", \"daily_precip\"}\n", + "# assert merged.air_temperature.dims == merged.daily_precip.dims\n", + "print(merged_precip_temp)" ] }, { @@ -227,7 +311,241 @@ "cell_type": "markdown", "id": "d1c320a1", "metadata": {}, - "source": [] + "source": [ + "## Slice to First Timestep" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "d8171a9a", + "metadata": {}, + "outputs": [], + "source": [ + "merged_time_1 = merged_precip_temp.isel(time=0)" + ] + }, + { + "cell_type": "markdown", + "id": "33de4757", + "metadata": {}, + "source": [ + "## Plot on cartopy" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c9f92060", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Worked with Copilot on the plotting section below.\n", + "import numpy as np\n", + "\n", + "# Extract the DataArray from the Dataset\n", + "# replace `dataset` with your actual variable name\n", + "data = merged_time_1[\"air\"].squeeze()\n", + "\n", + "# Check for valid data\n", + "if data.size == 0 or np.isnan(data).all():\n", + " raise ValueError(\"No valid data found in the selected variable.\")\n", + "\n", + "# Create contour levels\n", + "levels = np.linspace(np.nanmin(data), np.nanmax(data), 20)\n", + "\n", + "# Create the plot\n", + "fig = plt.figure(figsize=(10, 6))\n", + "ax = plt.axes(projection=ccrs.PlateCarree())\n", + "\n", + "# Add map features\n", + "ax.add_feature(cfeature.COASTLINE)\n", + "ax.add_feature(cfeature.BORDERS)\n", + "ax.add_feature(cfeature.STATES, linewidth=0.5)\n", + "# match your dataset bounds\n", + "ax.set_extent([230.2, 299.8, 25.25, 48.75], crs=ccrs.PlateCarree())\n", + "\n", + "# Plot the data\n", + "contour = ax.contourf(\n", + " data.lon, data.lat, data,\n", + " transform=ccrs.PlateCarree(),\n", + " cmap=\"coolwarm\",\n", + " levels=levels\n", + ")\n", + "\n", + "# Add colorbar and title\n", + "plt.colorbar(\n", + " contour,\n", + " ax=ax,\n", + " orientation=\"horizontal\",\n", + " pad=0.05,\n", + " label=\"Air Temperature (C)\")\n", + "plt.title(\"Mean Surface Air Temperature - June 1, 2020\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "96cb733e", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Extract the DataArray from the Dataset\n", + "# replace `dataset` with your actual variable name\n", + "data = merged_time_1[\"precip\"].squeeze()\n", + "\n", + "# Check for valid data\n", + "if data.size == 0 or np.isnan(data).all():\n", + " raise ValueError(\"No valid data found in the selected variable.\")\n", + "\n", + "# Create contour levels\n", + "levels = np.linspace(np.nanmin(data), np.nanmax(data), 20)\n", + "\n", + "# Create the plot\n", + "fig = plt.figure(figsize=(10, 6))\n", + "ax = plt.axes(projection=ccrs.PlateCarree())\n", + "\n", + "# Add map features\n", + "ax.add_feature(cfeature.COASTLINE)\n", + "ax.add_feature(cfeature.BORDERS)\n", + "ax.add_feature(cfeature.STATES, linewidth=0.5)\n", + "# match your dataset bounds\n", + "ax.set_extent([230.2, 299.8, 25.25, 48.75], crs=ccrs.PlateCarree())\n", + "\n", + "# Plot the data\n", + "contour = ax.contourf(\n", + " data.lon, data.lat, data,\n", + " transform=ccrs.PlateCarree(),\n", + " cmap=\"coolwarm\",\n", + " levels=levels\n", + ")\n", + "\n", + "# Add colorbar and title\n", + "plt.colorbar(\n", + " contour,\n", + " ax=ax,\n", + " orientation=\"horizontal\",\n", + " pad=0.05,\n", + " label=\"Precipitation (mm)\")\n", + "plt.title(\"Total Precipitation - June 1, 2020\")\n", + "\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "361451f3", + "metadata": {}, + "source": [ + "## Create scatterplot of temperature and precip over the entire dataset and time period" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a42e55c1", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Asked copilot for a general example of a scatterplot from xarray and\n", + "# modified from there.\n", + "air_plot = merged_precip_temp[\"air\"].values.flatten()\n", + "precip_plot = merged_precip_temp[\"precip\"].values.flatten()\n", + "\n", + "# Mask out NaNs\n", + "mask = ~np.isnan(air_plot) & ~np.isnan(precip_plot)\n", + "air_clean = air_plot[mask]\n", + "precip_clean = precip_plot[mask]\n", + "\n", + "# Create scatterplot\n", + "plt.figure(figsize=(8, 6))\n", + "plt.scatter(air_clean, precip_clean, alpha=0.5, s=10, c=\"blue\")\n", + "plt.xlabel(\"Air Temperature (C)\")\n", + "plt.ylabel(\"Precipitation (mm)\")\n", + "plt.title(\"Scatterplot: Air Temperature vs Precipitation\")\n", + "plt.grid(True)\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "bfdea20d", + "metadata": {}, + "source": [ + "## Save File to NetCDF" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9d7b344f", + "metadata": {}, + "outputs": [], + "source": [ + "clean_ds = xr.Dataset(\n", + " {\n", + " \"air\": ([\"time\", \"lat\", \"lon\"], merged_precip_temp[\"air\"].data),\n", + " \"precip\": ([\"time\", \"lat\", \"lon\"], merged_precip_temp[\"precip\"].data)\n", + " },\n", + " coords={\n", + " \"time\": merged_precip_temp[\"time\"],\n", + " \"lat\": merged_precip_temp[\"lat\"],\n", + " \"lon\": merged_precip_temp[\"lon\"]\n", + " }\n", + ")\n", + "clean_ds.to_netcdf(\n", + " \"module_3_checkin_jared_katz.nc\",\n", + " mode=\"w\",\n", + " format=\"NETCDF4\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bac46df1", + "metadata": {}, + "outputs": [], + "source": [ + "clean_ds.to_netcdf(\n", + " \"module_3_checkin_jared_katz.nc\",\n", + " mode=\"w\",\n", + " format=\"NETCDF4\")" + ] } ], "metadata": { diff --git a/notebooks/module_3_checkin_jared_katz.nc b/notebooks/module_3_checkin_jared_katz.nc new file mode 100644 index 0000000..d088fc7 Binary files /dev/null and b/notebooks/module_3_checkin_jared_katz.nc differ