{ "cells": [ { "cell_type": "markdown", "source": [ "# wetterdienst - A simple example\n", "\n", "pip install wetterdienst" ], "metadata": { "collapsed": false, "pycharm": { "name": "#%% md\n" } } }, { "cell_type": "markdown", "source": [ "## Import modules necessary for general functioning" ], "metadata": {} }, { "cell_type": "code", "source": [ "from wetterdienst import metadata_for_dwd_data, collect_dwd_data, get_nearest_station\n", "from wetterdienst.enumerations.period_type_enumeration import PeriodType\n", "from wetterdienst.enumerations.time_resolution_enumeration import TimeResolution\n", "from wetterdienst.enumerations.parameter_enumeration import Parameter\n", "\n", "import numpy as np\n", "%matplotlib inline\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt\n", "from matplotlib import cm" ], "outputs": [], "execution_count": 1, "metadata": { "collapsed": false, "outputHidden": false, "inputHidden": false } }, { "cell_type": "markdown", "source": [ "## 1. First check the metadata to inform yourself of available stations\n", "(here we pick historical daily precipitation - hdp)" ], "metadata": {} }, { "cell_type": "code", "source": [ "metadata_hdp = metadata_for_dwd_data(\n", " Parameter.PRECIPITATION_MORE, TimeResolution.DAILY, PeriodType.HISTORICAL)\n", "print(\"Number of stations with available data: \", metadata_hdp[\"HAS_FILE\"].sum())\n", "print(\"Some of the stations:\")\n", "metadata_hdp.head()" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of stations with available data: 5620\n", "Some of the stations:\n" ] }, { "data": { "text/plain": " STATION_ID FROM_DATE TO_DATE STATIONHEIGHT LAT LON \\\n0 1 1912-01-01 1986-06-30 478.0 47.8413 8.8493 \n1 2 1951-01-01 2006-12-31 138.0 50.8066 6.0996 \n2 3 1891-01-01 2011-03-31 202.0 50.7827 6.0941 \n3 4 1951-01-01 1979-10-31 243.0 50.7683 6.1207 \n4 6 1982-11-01 2020-07-01 455.0 48.8361 10.0598 \n\n STATIONNAME STATE HAS_FILE \n0 Aach Baden-Württemberg True \n1 Aachen (Kläranlage) Nordrhein-Westfalen True \n2 Aachen Nordrhein-Westfalen True \n3 Aachen-Brand Nordrhein-Westfalen True \n4 Aalen-Unterrombach Baden-Württemberg True ", "text/html": "
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STATION_IDFROM_DATETO_DATESTATIONHEIGHTLATLONSTATIONNAMESTATEHAS_FILE
011912-01-011986-06-30478.047.84138.8493AachBaden-WürttembergTrue
121951-01-012006-12-31138.050.80666.0996Aachen (Kläranlage)Nordrhein-WestfalenTrue
231891-01-012011-03-31202.050.78276.0941AachenNordrhein-WestfalenTrue
341951-01-011979-10-31243.050.76836.1207Aachen-BrandNordrhein-WestfalenTrue
461982-11-012020-07-01455.048.836110.0598Aalen-UnterrombachBaden-WürttembergTrue
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" }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 2, "metadata": { "collapsed": false, "outputHidden": false, "inputHidden": false } }, { "cell_type": "markdown", "source": [ "The metadata includes an id, the range of the measurements, the position (including height) as well as place and state of it and if it has a file. With the following plot we want to show a map of those stations:" ], "metadata": {} }, { "cell_type": "code", "source": [ "cmap = cm.get_cmap('viridis')\n", "bounds = metadata_hdp.STATIONHEIGHT.quantile([0, 0.25, 0.5, 0.75, 1]).values\n", "norm = mpl.colors.BoundaryNorm(bounds, cmap.N)\n", "\n", "fig, ax = plt.subplots(figsize=(10, 10))\n", "plot = metadata_hdp.plot.scatter(\n", " x=\"LON\", y=\"LAT\", c=\"STATIONHEIGHT\", cmap=cmap, norm=norm, ax=ax)\n", "plot.set_title(\"Map of daily precipitation stations in Germany\\n\"\n", " \"Color refers to height of station\")\n", "plt.show()" ], "outputs": [ { "data": { "text/plain": "
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}, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "execution_count": 3, "metadata": { "collapsed": false, "outputHidden": false, "inputHidden": false } }, { "cell_type": "markdown", "source": [ "## 2. The usual way of retrieving data" ], "metadata": {} }, { "cell_type": "markdown", "source": [ "Usually there are three steps to follow:\n", "- select indexed files based on\n", " - its station_id\n", " - \"1048\" for Dresden, Germany\n", " - its parameter\n", " - \"kl\" for climate\n", " - its time_resolution\n", " - \"daily\" for daily data\n", " - its period_type\n", " - \"historical\" for data up to the end of the last year\n", "- download the resulting list of files\n", "- parse it into pandas.DataFrames\n", "\n", "We have summarized those steps into one:\n", "- collect_dwd_data\n", "\n", "Let's try it out for the above selection:" ], "metadata": {} }, { "cell_type": "code", "source": [ "print(\"Receiving historical daily climate data for Dresden-Klotzsche (1048)\")\n", "station_data = collect_dwd_data(\n", " [1048], Parameter.CLIMATE_SUMMARY, TimeResolution.DAILY, PeriodType.HISTORICAL)\n", "\n", "station_data" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Receiving historical daily climate data for Dresden-Klotzsche (1048)\n" ] }, { "data": { "text/plain": " STATION_ID DATE QN_3 FX FM QN_4 RSK RSKF SDK \\\n0 1048 1934-01-01 NaN NaN NaN 1.0 0.2 8.0 NaN \n1 1048 1934-01-02 NaN NaN NaN 1.0 0.1 7.0 NaN \n2 1048 1934-01-03 NaN NaN NaN 1.0 0.0 0.0 NaN \n3 1048 1934-01-04 NaN NaN NaN 1.0 0.0 1.0 NaN \n4 1048 1934-01-05 NaN NaN NaN 1.0 10.1 8.0 NaN \n... ... ... ... ... ... ... ... ... ... \n25987 1048 2019-12-27 3.0 8.2 2.9 3.0 0.1 8.0 0.000 \n25988 1048 2019-12-28 3.0 7.7 3.1 3.0 0.4 7.0 0.000 \n25989 1048 2019-12-29 3.0 7.7 2.2 3.0 0.0 0.0 6.233 \n25990 1048 2019-12-30 3.0 8.7 4.6 3.0 0.0 0.0 1.483 \n25991 1048 2019-12-31 3.0 12.3 5.4 3.0 0.0 6.0 1.133 \n\n SHK_TAG NM VPM PM TMK UPM TXK TNK TGK \n0 0.0 8.0 6.4 1008.60 0.5 97.00 0.7 0.2 NaN \n1 0.0 8.0 5.9 1006.20 -0.1 90.00 0.9 -0.8 NaN \n2 0.0 8.0 5.2 1001.60 -0.7 85.00 -0.1 -1.0 NaN \n3 0.0 8.0 4.8 1001.40 -1.6 82.00 -0.3 -3.5 NaN \n4 0.0 5.3 6.3 996.00 0.9 92.00 2.8 -3.8 NaN \n... ... ... ... ... ... ... ... ... ... \n25987 0.0 7.7 6.2 999.98 2.5 84.46 3.6 1.3 0.9 \n25988 0.0 7.4 5.2 1011.49 0.4 82.54 1.3 -0.7 -1.0 \n25989 0.0 4.6 4.2 1010.52 -0.5 71.75 2.2 -3.1 -5.4 \n25990 0.0 5.5 4.4 1002.62 2.5 61.08 7.6 -1.0 -2.0 \n25991 0.0 5.6 5.6 1000.98 5.4 63.88 8.2 3.5 2.1 \n\n[25992 rows x 18 columns]", "text/html": "
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STATION_IDDATEQN_3FXFMQN_4RSKRSKFSDKSHK_TAGNMVPMPMTMKUPMTXKTNKTGK
010481934-01-01NaNNaNNaN1.00.28.0NaN0.08.06.41008.600.597.000.70.2NaN
110481934-01-02NaNNaNNaN1.00.17.0NaN0.08.05.91006.20-0.190.000.9-0.8NaN
210481934-01-03NaNNaNNaN1.00.00.0NaN0.08.05.21001.60-0.785.00-0.1-1.0NaN
310481934-01-04NaNNaNNaN1.00.01.0NaN0.08.04.81001.40-1.682.00-0.3-3.5NaN
410481934-01-05NaNNaNNaN1.010.18.0NaN0.05.36.3996.000.992.002.8-3.8NaN
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2598710482019-12-273.08.22.93.00.18.00.0000.07.76.2999.982.584.463.61.30.9
2598810482019-12-283.07.73.13.00.47.00.0000.07.45.21011.490.482.541.3-0.7-1.0
2598910482019-12-293.07.72.23.00.00.06.2330.04.64.21010.52-0.571.752.2-3.1-5.4
2599010482019-12-303.08.74.63.00.00.01.4830.05.54.41002.622.561.087.6-1.0-2.0
2599110482019-12-313.012.35.43.00.06.01.1330.05.65.61000.985.463.888.23.52.1
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25992 rows × 18 columns

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" }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 4, "metadata": { "collapsed": false, "outputHidden": false, "inputHidden": false } }, { "cell_type": "markdown", "source": [ "See that DATE is already parsed, so we can easily get some nice graphs with matplotlib, which we will\n", "do in the next part." ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 3. Let's create some plots" ], "metadata": {} }, { "cell_type": "markdown", "source": [ "First to handle the data easier, we want it to be transformed from tabular to column data,\n", "which means instead of having the data in several columns with an additional date column,\n", "we want three columns, where a set of all three defines the date of measured data, element\n", "and the exact value. To make it clear look at the following table, which is already transformed." ], "metadata": {} }, { "cell_type": "code", "source": [ "id_vars = [\"STATION_ID\", \"DATE\"]\n", "value_vars = [var for var in station_data.columns if var not in id_vars]\n", "station_data_transformed = station_data.melt(\n", " id_vars=id_vars, value_vars=value_vars, var_name=\"ELEMENT\", value_name=\"VALUE\")\n", "\n", "station_data_transformed.head()" ], "outputs": [ { "data": { "text/plain": " STATION_ID DATE ELEMENT VALUE\n0 1048 1934-01-01 QN_3 NaN\n1 1048 1934-01-02 QN_3 NaN\n2 1048 1934-01-03 QN_3 NaN\n3 1048 1934-01-04 QN_3 NaN\n4 1048 1934-01-05 QN_3 NaN", "text/html": "
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STATION_IDDATEELEMENTVALUE
010481934-01-01QN_3NaN
110481934-01-02QN_3NaN
210481934-01-03QN_3NaN
310481934-01-04QN_3NaN
410481934-01-05QN_3NaN
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" }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 5, "metadata": { "collapsed": false, "outputHidden": false, "inputHidden": false } }, { "cell_type": "markdown", "source": [ "We can create a time series/histogram of some elements to compare the distribution of the values, here for example precipitation and mean temperature:" ], "metadata": {} }, { "cell_type": "code", "source": [ "elements_to_plot = [\"RSK\", \"TMK\"]\n", "station_data_filtered = station_data_transformed.loc[\n", " station_data_transformed[\"ELEMENT\"].isin(elements_to_plot)].\\\n", " sort_values([\"STATION_ID\", \"ELEMENT\", \"DATE\"])\n", "\n", "station_data_grouped = station_data_filtered.groupby(\"ELEMENT\")[\"DATE\", \"VALUE\"] #.plot(x=\"DATE\", y=\"VALUE\")" ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\benjamin\\anaconda3\\envs\\dev_python_dwd\\lib\\site-packages\\ipykernel_launcher.py:6: FutureWarning: Indexing with multiple keys (implicitly converted to a tuple of keys) will be deprecated, use a list instead.\n", " \n" ] } ], "execution_count": 6, "metadata": { "collapsed": false, "outputHidden": false, "inputHidden": false } }, { "cell_type": "code", "source": [ "cmap = plt.get_cmap('viridis')\n", "colors = cmap(np.linspace(0, 1, 2))\n", "\n", "fig, axes = plt.subplots(len(elements_to_plot), len(elements_to_plot), figsize=(10, 10))\n", "\n", "for (k, v), (ax1, ax2), color in zip(station_data_grouped, axes.T, colors):\n", " v.plot(x=\"DATE\", y=\"VALUE\", label=k, alpha=.75, ax=ax1, c=color)\n", " v.plot(y=\"VALUE\", kind=\"hist\", label=k, alpha=.75, ax=ax2)\n", " \n", "plt.tight_layout()\n", "plt.subplots_adjust(top=0.9)\n", "plt.suptitle(\"Precipitation/Mean temperature time series of Dresden, Germany\")\n", "\n", "plt.show()" ], "outputs": [ { "data": { "text/plain": "
", "image/png": 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\n" }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "execution_count": 7, "metadata": { "collapsed": false, "outputHidden": false, "inputHidden": false } }, { "cell_type": "markdown", "source": [ "We can see here that the precipitation is completely left-skewed and not normal distributed, while the temperature is almost normaldistributed! Also the timeseries gives a glimpse on how much data is available! Sad notice here is the gap of WW2." ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 4. Create yearly values" ], "metadata": {} }, { "cell_type": "code", "source": [ "for parameter, group in station_data_filtered.groupby(\"ELEMENT\")[\"DATE\", \"VALUE\"]:\n", " if parameter == \"RSK\":\n", " print(group.groupby(group[\"DATE\"].dt.year)[\"VALUE\"].sum())\n", " else:\n", " print(group.groupby(group[\"DATE\"].dt.year)[\"VALUE\"].mean())" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "DATE\n", "1934 675.6\n", "1935 643.1\n", "1936 555.2\n", "1937 793.7\n", "1938 621.2\n", " ... \n", "2015 629.8\n", "2016 721.9\n", "2017 612.3\n", "2018 421.1\n", "2019 503.3\n", "Name: VALUE, Length: 72, dtype: float64\n", "DATE\n", "1934 10.645479\n", "1935 9.053425\n", "1936 8.801366\n", "1937 8.957260\n", "1938 9.021096\n", " ... \n", "2015 10.790959\n", "2016 10.081148\n", "2017 10.109315\n", "2018 11.222466\n", "2019 11.229041\n", "Name: VALUE, Length: 72, dtype: float64\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\benjamin\\anaconda3\\envs\\dev_python_dwd\\lib\\site-packages\\ipykernel_launcher.py:1: FutureWarning: Indexing with multiple keys (implicitly converted to a tuple of keys) will be deprecated, use a list instead.\n", " \"\"\"Entry point for launching an IPython kernel.\n" ] } ], "execution_count": 8, "metadata": { "collapsed": false, "outputHidden": false, "inputHidden": false } }, { "cell_type": "markdown", "source": [ "## 5. Find a station\n", "\n", "We may want to find a station near to a certain area. Therefor simply call get_nearest_station" ], "metadata": { "collapsed": false, "pycharm": { "name": "#%% md\n" } } }, { "cell_type": "code", "execution_count": 9, "outputs": [ { "data": { "text/plain": "([1047], [1.3268238814030275])" }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "get_nearest_station([51.05089], [13.73832], Parameter.CLIMATE_SUMMARY, TimeResolution.DAILY, PeriodType.HISTORICAL)" ], "metadata": { "collapsed": false, "pycharm": { "name": "#%%\n" } } } ], "metadata": { "kernel_info": { "name": "python3" }, "language_info": { "name": "python", "version": "3.7.3", "mimetype": "text/x-python", "codemirror_mode": { "name": "ipython", "version": 3 }, "pygments_lexer": "ipython3", "nbconvert_exporter": "python", "file_extension": ".py" }, "kernelspec": { "name": "python3", "language": "python", "display_name": "Python 3" }, "nteract": { "version": "0.15.0" } }, "nbformat": 4, "nbformat_minor": 4 }