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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "id": "829cf66b",
+ "metadata": {},
+ "source": [
+ "## Module 3 Assignment ##"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "4a07cc32",
+ "metadata": {},
+ "source": [
+ "1. Adapt the code from class that reads GHCN Daily Data from Amazon Web Services and write a function that will download the station you want (called with a GHCN station ID), and calculate (1) the all time record high and low and (2) the normal (mean) high and low temperature *FOR EACH CALENDAR DAY* for the 1991-2020 period for the desired station. The function should return a pandas data frame with the columns ['record_min_temp', average_min_temp', 'average_max_temp', record_max_temp'] FOR EACH DAY. Write a code that can call this function and successfully demonstrate that it works."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "a3666f99",
+ "metadata": {},
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+ " ID LAT_x LON_x ELEV UKN NAME \\\n",
+ "0 ACW00011604 17.1167 -61.7833 10.1 NaN ST JOHNS COOLIDGE FLD \n",
+ "1 ACW00011604 17.1167 -61.7833 10.1 NaN ST JOHNS COOLIDGE FLD \n",
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+ "[767094 rows x 13 columns]"
+ ]
+ },
+ "execution_count": 1,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Some of these initial steps are me trying to figure out which station to use\n",
+ "# First working with the code from M3N1 notebook to sort organize station data\n",
+ "\n",
+ "import pandas as pd\n",
+ "# Import station ID data\n",
+ "stn_ids = pd.read_fwf('http://noaa-ghcn-pds.s3.amazonaws.com/ghcnd-stations.txt', header=None, infer_nrows=1000)\n",
+ "stn_ids.columns = ['ID','LAT','LON','ELEV','UKN','NAME','GSN','WBAN']\n",
+ "# Import station inventory file\n",
+ "periods = pd.read_fwf('http://noaa-ghcn-pds.s3.amazonaws.com/ghcnd-inventory.txt', header=None, infer_nrows=1000)\n",
+ "periods.columns = ['ID','LAT','LON','ELEM','TiMIN','TiMAX']\n",
+ "# And merge the two datasets along station ID column\n",
+ "merged_stns = pd.merge(stn_ids,periods,how='left',left_on='ID',right_on='ID')\n",
+ "merged_stns"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "a2d4b93c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Here I want to identify which stations have temp data (I am assuming that if they have TMAX they will also have TMIN...)\n",
+ "# I know the instructions specify the time period from 1991-2020. I decided to search for stations that have data through 2025.\n",
+ "\n",
+ "merged_stns = merged_stns[(merged_stns['ELEM'] == 'TMAX') & (merged_stns['TiMAX'] == 2025)]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "70d8e15b",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
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+ " ID LAT_x LON_x ELEV UKN NAME GSN \\\n",
+ "744115 USW00023232 38.5067 -121.4961 5.8 CA SACRAMENTO AP ASOS NaN \n",
+ "744567 USW00023271 38.5553 -121.4183 11.6 CA SACRAMENTO 5 ESE NaN \n",
+ "757275 USW00093225 38.7006 -121.5947 7.3 CA SACRAMENTO METRO AP NaN \n",
+ "\n",
+ " WBAN LAT_y LON_y ELEM TiMIN TiMAX \n",
+ "744115 72483.0 38.5067 -121.4961 TMAX 1941.0 2025.0 \n",
+ "744567 NaN 38.5553 -121.4183 TMAX 1877.0 2025.0 \n",
+ "757275 NaN 38.7006 -121.5947 TMAX 1998.0 2025.0 "
+ ]
+ },
+ "execution_count": 3,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Next I want to find which station IDs have data for Sacramento :)\n",
+ "# Based on whats printed below, I decided I am going to use ID USW00023232 (the ASOS station) for this assignment\n",
+ "\n",
+ "merged_stns[merged_stns['NAME'].str.contains('SACRAMENTO', regex=False)]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "6166b877",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# Now here is where I define my function for this question:\n",
+ "# Function inputs are the dataframe that will hold the data I pull from GHCN for my station of interest (df) and the station id (stnid)\n",
+ "\n",
+ "def station_temp(stnid):\n",
+ "\n",
+ " # Read in dataset from GHCN for our chosen station\n",
+ " df = pd.read_csv(f\"s3://noaa-ghcn-pds/csv/by_station/{stnid}.csv\",\n",
+ " storage_options={\"anon\": True}, # passed to `s3fs.S3FileSystem`\n",
+ " dtype={'Q_FLAG': 'object', 'M_FLAG': 'object'},\n",
+ " parse_dates=['DATE']\n",
+ " ).set_index('DATE')\n",
+ " # Need to ensure the date column is saved as a datetime data type and set as the index\n",
+ " df['DATE'] = pd.to_datetime(df.index)\n",
+ " # Adding a column for day of year, so that later I can group by this value\n",
+ " df['day_of_year'] = pd.to_datetime(df['DATE']).dt.dayofyear\n",
+ "\n",
+ " # Here I am subsetting the dataset to only include the years 1991-2020\n",
+ " df_19912020 = df[(df.index >= pd.to_datetime('1991-01-01')) & (df.index <= pd.to_datetime('2020-12-31'))] \n",
+ "\n",
+ " # Next taking another subset of the dataset to hold only TMAX values, and correcting units to be degrees C\n",
+ " df_tmax = df_19912020.loc[df_19912020['ELEMENT'] == 'TMAX'].copy()\n",
+ " df_tmax['daily_max'] = df_tmax['DATA_VALUE'] / 10\n",
+ "\n",
+ " # Same step for TMIN\n",
+ " df_tmin = df_19912020.loc[df_19912020['ELEMENT'] == 'TMIN'].copy()\n",
+ " df_tmin['daily_min'] = df_tmin['DATA_VALUE'] / 10\n",
+ "\n",
+ " # Now that we have isolated datasets for TMAX and TMIN, we can group by day of year, and calculate the record and average min and max for each day.\n",
+ " df_tmax_per_day = df_tmax.groupby('day_of_year')['daily_max'].agg(record_max_temp='max',average_max_temp='mean')\n",
+ " df_tmin_per_day = df_tmin.groupby('day_of_year')['daily_min'].agg(record_min_temp='min',average_min_temp='mean')\n",
+ "\n",
+ " # We created two dataframes that share the \"day of year\" column, so lets merge them to create the output \n",
+ " df_daily_temp = pd.merge(df_tmax_per_day, df_tmin_per_day, on='day_of_year')\n",
+ "\n",
+ " return df_daily_temp"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "41121b1f",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_935/2534700291.py:7: DtypeWarning: Columns (6) have mixed types. Specify dtype option on import or set low_memory=False.\n",
+ " df = pd.read_csv(f\"s3://noaa-ghcn-pds/csv/by_station/{stnid}.csv\",\n"
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+ "text/plain": [
+ " record_max_temp average_max_temp record_min_temp \\\n",
+ "day_of_year \n",
+ "1 18.3 13.556667 -2.2 \n",
+ "2 18.9 13.093333 -1.0 \n",
+ "3 18.9 13.226667 -0.6 \n",
+ "4 18.9 13.543333 -1.1 \n",
+ "5 20.0 12.650000 -0.6 \n",
+ "... ... ... ... \n",
+ "362 20.0 13.346667 -0.6 \n",
+ "363 17.2 12.830000 -0.6 \n",
+ "364 17.2 13.626667 -0.6 \n",
+ "365 17.2 13.130000 -0.6 \n",
+ "366 19.4 13.400000 0.6 \n",
+ "\n",
+ " average_min_temp \n",
+ "day_of_year \n",
+ "1 4.430000 \n",
+ "2 4.353333 \n",
+ "3 4.390000 \n",
+ "4 4.736667 \n",
+ "5 4.290000 \n",
+ "... ... \n",
+ "362 4.496667 \n",
+ "363 4.123333 \n",
+ "364 4.756667 \n",
+ "365 4.763333 \n",
+ "366 5.562500 \n",
+ "\n",
+ "[366 rows x 4 columns]"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "# Define variables: \n",
+ "stnid = 'USW00023271'\n",
+ "\n",
+ "# and run function! yay!\n",
+ "station_temp(stnid)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "id": "2e6b78f4",
+ "metadata": {},
+ "source": [
+ "2. Develop a plot (using matplotlib) that displays for the city of choice a plot showing the record, average, and actual high and low temperatures for that year and city for each day over the calendar year. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "8f31695b",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_935/2534700291.py:7: DtypeWarning: Columns (6) have mixed types. Specify dtype option on import or set low_memory=False.\n",
+ " df = pd.read_csv(f\"s3://noaa-ghcn-pds/csv/by_station/{stnid}.csv\",\n"
+ ]
+ },
+ {
+ "data": {
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ },
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "# First saving results to a dataframe and doing quick plot to see how things look\n",
+ "\n",
+ "sac_stats = station_temp(stnid)\n",
+ "sac_stats.plot()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "60909010",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ " ID ELEMENT DATA_VALUE M_FLAG Q_FLAG S_FLAG OBS_TIME \\\n",
+ "day_of_year \n",
+ "1 USW00023271 TMAX 161 NaN NaN W 2400.0 \n",
+ "2 USW00023271 TMAX 167 NaN NaN W 2400.0 \n",
+ "3 USW00023271 TMAX 167 NaN NaN W 2400.0 \n",
+ "4 USW00023271 TMAX 150 NaN NaN W 2400.0 \n",
+ "5 USW00023271 TMAX 150 NaN NaN W 2400.0 \n",
+ "... ... ... ... ... ... ... ... \n",
+ "362 USW00023271 SNWD 0 NaN NaN W NaN \n",
+ "363 USW00023271 SNWD 0 NaN NaN W NaN \n",
+ "364 USW00023271 SNWD 0 NaN NaN W NaN \n",
+ "365 USW00023271 SNWD 0 NaN NaN W NaN \n",
+ "366 USW00023271 SNWD 0 NaN NaN W NaN \n",
+ "\n",
+ " DATE \n",
+ "day_of_year \n",
+ "1 2020-01-01 \n",
+ "2 2020-01-02 \n",
+ "3 2020-01-03 \n",
+ "4 2020-01-04 \n",
+ "5 2020-01-05 \n",
+ "... ... \n",
+ "362 2020-12-27 \n",
+ "363 2020-12-28 \n",
+ "364 2020-12-29 \n",
+ "365 2020-12-30 \n",
+ "366 2020-12-31 \n",
+ "\n",
+ "[1832 rows x 8 columns]\n"
+ ]
+ },
+ {
+ "name": "stderr",
+ "output_type": "stream",
+ "text": [
+ "/tmp/ipykernel_935/3914101192.py:4: DtypeWarning: Columns (6) have mixed types. Specify dtype option on import or set low_memory=False.\n",
+ " df = pd.read_csv(f\"s3://noaa-ghcn-pds/csv/by_station/{stnid}.csv\",\n"
+ ]
+ }
+ ],
+ "source": [
+ "# I need to pull in actual temp for my year of choice (2020)\n",
+ "\n",
+ "# Read in the same dataset from GHCN for our chosen station\n",
+ "df = pd.read_csv(f\"s3://noaa-ghcn-pds/csv/by_station/{stnid}.csv\",\n",
+ " storage_options={\"anon\": True}, # passed to `s3fs.S3FileSystem`\n",
+ " dtype={'Q_FLAG': 'object', 'M_FLAG': 'object'},\n",
+ " parse_dates=['DATE']\n",
+ " ).set_index('DATE')\n",
+ "# Need to ensure the date column is saved as a datetime data type and set as the index\n",
+ "df['DATE'] = pd.to_datetime(df.index)\n",
+ "# Adding a column for day of year, so that later I can group by this value\n",
+ "df['day_of_year'] = pd.to_datetime(df['DATE']).dt.dayofyear\n",
+ "\n",
+ "# Here I am subsetting the dataset to only include 2020\n",
+ "df_2020 = df[(df.index >= pd.to_datetime('2020-01-01')) & (df.index <= pd.to_datetime('2020-12-31'))] \n",
+ "df_2020 = df_2020.set_index('day_of_year')\n",
+ "print(df_2020)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "a841faa6",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "day_of_year\n",
+ "1 16.1\n",
+ "2 16.7\n",
+ "3 16.7\n",
+ "4 15.0\n",
+ "5 15.0\n",
+ " ... \n",
+ "362 14.4\n",
+ "363 13.3\n",
+ "364 15.6\n",
+ "365 15.0\n",
+ "366 15.0\n",
+ "Name: 2020_max, Length: 366, dtype: float64\n"
+ ]
+ }
+ ],
+ "source": [
+ "# Next taking another subset of the dataset to hold only TMAX values, and correcting units to be degrees C\n",
+ "df_2020_tmax = df_2020.loc[df_2020['ELEMENT'] == 'TMAX'].copy()\n",
+ "df_2020_tmax['2020_max'] = df_2020_tmax['DATA_VALUE'] / 10\n",
+ "df_2020_tmax = df_2020_tmax['2020_max']\n",
+ "print(df_2020_tmax)\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "id": "644e1b42",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "day_of_year\n",
+ "1 6.7\n",
+ "2 5.6\n",
+ "3 5.0\n",
+ "4 6.1\n",
+ "5 4.4\n",
+ " ... \n",
+ "362 5.0\n",
+ "363 6.1\n",
+ "364 2.8\n",
+ "365 2.8\n",
+ "366 6.1\n",
+ "Name: 2020_min, Length: 366, dtype: float64\n"
+ ]
+ }
+ ],
+ "source": [
+ "df_2020_tmin = df_2020.loc[df_2020['ELEMENT'] == 'TMIN'].copy()\n",
+ "df_2020_tmin['2020_min'] = df_2020_tmin['DATA_VALUE'] / 10\n",
+ "df_2020_tmin = df_2020_tmin['2020_min']\n",
+ "print(df_2020_tmin)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "id": "e0db8825",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ " 2020_max 2020_min\n",
+ "day_of_year \n",
+ "1 16.1 6.7\n",
+ "2 16.7 5.6\n",
+ "3 16.7 5.0\n",
+ "4 15.0 6.1\n",
+ "5 15.0 4.4\n",
+ "... ... ...\n",
+ "362 14.4 5.0\n",
+ "363 13.3 6.1\n",
+ "364 15.6 2.8\n",
+ "365 15.0 2.8\n",
+ "366 15.0 6.1\n",
+ "\n",
+ "[366 rows x 2 columns]\n"
+ ]
+ }
+ ],
+ "source": [
+ "actual_2020 = pd.merge(df_2020_tmax, df_2020_tmin, on='day_of_year')\n",
+ "print(actual_2020)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "id": "33dcddc9",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ " 2020_max 2020_min record_max_temp average_max_temp \\\n",
+ "day_of_year \n",
+ "1 16.1 6.7 18.3 13.556667 \n",
+ "2 16.7 5.6 18.9 13.093333 \n",
+ "3 16.7 5.0 18.9 13.226667 \n",
+ "4 15.0 6.1 18.9 13.543333 \n",
+ "5 15.0 4.4 20.0 12.650000 \n",
+ "... ... ... ... ... \n",
+ "362 14.4 5.0 20.0 13.346667 \n",
+ "363 13.3 6.1 17.2 12.830000 \n",
+ "364 15.6 2.8 17.2 13.626667 \n",
+ "365 15.0 2.8 17.2 13.130000 \n",
+ "366 15.0 6.1 19.4 13.400000 \n",
+ "\n",
+ " record_min_temp average_min_temp \n",
+ "day_of_year \n",
+ "1 -2.2 4.430000 \n",
+ "2 -1.0 4.353333 \n",
+ "3 -0.6 4.390000 \n",
+ "4 -1.1 4.736667 \n",
+ "5 -0.6 4.290000 \n",
+ "... ... ... \n",
+ "362 -0.6 4.496667 \n",
+ "363 -0.6 4.123333 \n",
+ "364 -0.6 4.756667 \n",
+ "365 -0.6 4.763333 \n",
+ "366 0.6 5.562500 \n",
+ "\n",
+ "[366 rows x 6 columns]\n"
+ ]
+ }
+ ],
+ "source": [
+ "df_plot = pd.merge(actual_2020, sac_stats, on='day_of_year')\n",
+ "print(df_plot)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "id": "9838aa3f",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "plt.figure(figsize=(12,6))\n",
+ "\n",
+ "# Shaded area between record highs and lows\n",
+ "plt.fill_between(\n",
+ " df_plot.index,\n",
+ " df_plot['record_min_temp'],\n",
+ " df_plot['record_max_temp'],\n",
+ " color='lightgray',\n",
+ " alpha=0.5,\n",
+ " label='Record Range (1991-2020)'\n",
+ ")\n",
+ "\n",
+ "# Shaded area between average highs and lows\n",
+ "plt.fill_between(\n",
+ " df_plot.index,\n",
+ " df_plot['average_min_temp'],\n",
+ " df_plot['average_max_temp'],\n",
+ " color='lightblue',\n",
+ " alpha=0.4,\n",
+ " label='Normal Range (1991-2020)'\n",
+ ")\n",
+ "\n",
+ "# Actual daily highs and lows\n",
+ "plt.plot(df_plot['2020_max'], color='red', label='Actual High')\n",
+ "plt.plot(df_plot['2020_min'], color='blue', label='Actual Low')\n",
+ "\n",
+ "plt.title(\"Daily Temperatures in Sacramento in 2020\")\n",
+ "plt.xlabel(\"Day of Year\")\n",
+ "plt.ylabel(\"Temperature (°C)\")\n",
+ "plt.legend(loc='upper right')\n",
+ "plt.grid(alpha=0.3)\n",
+ "plt.tight_layout()\n",
+ "plt.show()"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.13.7"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}