{ "cells": [ { "cell_type": "markdown", "source": [ "# Example for Heavy Rainfall Index" ], "metadata": { "collapsed": false } }, { "cell_type": "markdown", "source": [ "Based on the IntensityDurationFrequencyAnalysis, the HeavyRainIndexAnalysis enables the creation of location-dependent heavy rain indices according to the methods of Schmitt, Mudersbach and also those of Krüger and Pfister.\n", "Furthermore, the possibility of creating heavy rain index curves according to the Krüger and Pfister method was included and implemented for the other two methods. Thus, heavy rainfall index curves can be compared with each other. Furthermore, it is possible to assign individual rain events to a heavy rain index using existing rain data." ], "metadata": { "collapsed": false } }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:58:10.036923Z", "start_time": "2024-11-06T12:58:10.034364Z" } }, "source": [ "from pathlib import Path\n", "\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "from matplotlib.colors import ListedColormap\n", "\n", "from idf_analysis.definitions import METHOD, SERIES, COL\n", "from idf_analysis.heavy_rainfall_index import HeavyRainfallIndexAnalyse\n", "from idf_analysis.little_helpers import minutes_readable\n", "from idf_analysis.sww_utils import rain_events, event_duration, agg_events\n", "from idf_analysis import __version__\n", "print(f'{__version__=}')" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "__version__='0.2.9'\n" ] } ], "execution_count": 24 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Implemented Methods for the HeavyRainIndexAnalysis: \n", "SCHMITT = 'Schmitt' \n", "KRUEGER_PFISTER = 'KruegerPfister' \n", "MUDERSBACH = 'Mudersbach'" ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:30.297388Z", "start_time": "2024-11-06T12:56:30.294690Z" } }, "source": [ "hri = HeavyRainfallIndexAnalyse(method=HeavyRainfallIndexAnalyse.METHODS.KRUEGER_PFISTER,\n", " series_kind=SERIES.PARTIAL, worksheet=METHOD.KOSTRA, extended_durations=True)" ], "outputs": [], "execution_count": 2 }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:30.376882Z", "start_time": "2024-11-06T12:56:30.375243Z" } }, "source": [ "cmap = ListedColormap([(1,1,1)] + list(hri.indices_color.values()))" ], "outputs": [], "execution_count": 3 }, { "metadata": {}, "cell_type": "markdown", "source": "You need to install `pyarrow` or `fastparquet` to read and write parquet files." }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:30.545709Z", "start_time": "2024-11-06T12:56:30.380720Z" } }, "source": "data = pd.read_parquet('ehyd_112086.parquet').squeeze('columns')", "outputs": [], "execution_count": 4 }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:30.552541Z", "start_time": "2024-11-06T12:56:30.550655Z" } }, "source": "output_directory = Path('hri_results')", "outputs": [], "execution_count": 5 }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:30.620686Z", "start_time": "2024-11-06T12:56:30.557548Z" } }, "source": "hri.set_series(data)", "outputs": [], "execution_count": 6 }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:31.085865Z", "start_time": "2024-11-06T12:56:30.625338Z" } }, "source": "hri.auto_save_parameters(output_directory / 'idf_parameters.yaml')", "outputs": [], "execution_count": 7 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Heavy rainfall index-matrix is created with regard to the individual procedures for SRI generation" ] }, { "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:54.661520Z", "start_time": "2024-11-06T12:56:54.653624Z" } }, "cell_type": "code", "source": "hri.interim_sri_table()", "outputs": [ { "data": { "text/plain": [ "Return Period in a 1 2 3 5 10 20 25 30 50 75 100\n", "duration in min \n", "5 1 1 2 2 3 4 4 5 6 6 7\n", "10 1 1 2 2 3 4 4 5 6 6 7\n", "15 1 1 2 2 3 4 4 5 6 6 7\n", "20 1 1 2 2 3 4 4 5 6 6 7\n", "30 1 1 2 2 3 4 4 5 6 6 7\n", "45 1 1 2 2 3 4 4 5 6 6 7\n", "60 1 1 2 2 3 4 4 5 6 6 7\n", "90 1 1 2 2 3 4 4 5 6 6 7\n", "120 1 1 2 2 3 4 4 5 6 6 7\n", "180 1 1 2 2 3 4 4 5 6 6 7\n", "240 1 1 2 2 3 4 4 5 6 6 7\n", "360 1 1 2 2 3 4 4 5 6 6 7\n", "540 1 1 2 2 3 4 4 5 6 6 7\n", "720 1 1 2 2 3 4 4 5 6 6 7\n", "1080 1 1 2 2 3 4 4 5 6 6 7\n", "1440 1 1 2 2 3 4 4 5 6 6 7\n", "2880 1 1 2 2 3 4 4 5 6 6 7\n", "4320 1 1 2 2 3 4 4 5 6 6 7\n", "5760 1 1 2 2 3 4 4 5 6 6 7\n", "7200 1 1 2 2 3 4 4 5 6 6 7\n", "8640 1 1 2 2 3 4 4 5 6 6 7" ], "text/html": [ "
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\n" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 9 }, { "cell_type": "markdown", "metadata": {}, "source": [ "An auxiliary table must be generated for the creation of the heavy rain index-curves. Here, the rainfall heights are shown depending on the duration and the heavy rain index." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:31.285419Z", "start_time": "2024-11-06T12:56:31.262264Z" } }, "source": [ "hri.result_sri_table().style.background_gradient(cmap=cmap, vmin=0, vmax=700).format(\"{:.1f}\")" ], "outputs": [ { "data": { "text/plain": [ "" ], "text/html": [ "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
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288046.365.480.192.5103.4113.3122.4130.8138.8146.3153.4160.2
432049.770.386.199.5111.2121.8131.6140.7149.2157.3164.9172.3
576053.475.692.6106.9119.5130.9141.4151.2160.3169.0177.3185.1
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\n" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 10 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using heavy rainfall index curves, the necessary rainfall heights can be read off depending on the respective index." ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:57:30.195996Z", "start_time": "2024-11-06T12:57:29.679973Z" } }, "source": [ "hri.method = hri.METHODS.KRUEGER_PFISTER\n", "fig, ax = hri.result_sri_figure()\n", "ax.legend(loc='upper left')\n", "ax.grid(color='grey', linestyle=':', linewidth=0.3)\n", "ax.set_ylim(0, 230)\n", "old_labels = ax.get_xticklabels()\n", "old_labels[2] = ''\n", "old_labels[5] = ''\n", "old_labels[19] = ''\n", "ax.set_xticklabels(old_labels, rotation=90)\n", "handles, labels = ax.get_legend_handles_labels()\n", "ax.legend(handles[::-1], labels[::-1], title='SRI', loc='upper left')\n", "plt.savefig(output_directory / \"kruegerpfister.svg\")" ], "outputs": [ { "data": { "text/plain": [ "
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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 22 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Heavy rain index allocation of a specific rain event" ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:32.419706Z", "start_time": "2024-11-06T12:56:31.932369Z" } }, "source": [ "events = rain_events(hri.series, min_gap=pd.Timedelta(days=2))\n", "events[COL.DUR] = event_duration(events)\n", "events[COL.LP] = agg_events(events, hri.series, 'sum').round(1)\n", "events[COL.LAST] = events[COL.START] - events[COL.END].shift()\n", "\n", "hri.add_max_return_periods_to_events(events)\n", "\n", "events = events[events[COL.LP] > 10]\n", "events = events[events[COL.MAX_PERIOD] > 2]\n", "\n", "events.sort_values(COL.LP)" ], "outputs": [ { "data": { "text/plain": [ "calculating rainfall_sum data-frame: 0%| | 0/21 [00:00\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " 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startenddurationrain_sumlast_eventmax_return_periodmax_return_period_duration
402008-07-20 17:43:002008-07-21 08:57:000 days 15:14:0028.02 days 02:48:003.6302205760.0
362008-06-23 19:50:002008-06-24 19:48:000 days 23:58:0035.82 days 21:52:005.08728315.0
942009-08-27 19:52:002009-08-29 13:25:001 days 17:33:0055.14 days 23:06:0017.90556920.0
5202018-04-15 21:33:002018-04-17 05:39:001 days 08:06:0055.92 days 18:30:002.004036360.0
862009-07-18 08:55:002009-07-18 13:19:000 days 04:24:0058.02 days 01:56:003.917100240.0
932009-08-21 19:49:002009-08-22 20:46:001 days 00:57:0064.24 days 03:04:003.97107820.0
4252016-05-30 12:38:002016-06-06 12:54:007 days 00:16:0066.44 days 17:44:005.0845355.0
952009-09-04 00:31:002009-09-05 01:32:001 days 01:01:0069.85 days 11:06:003.2120781080.0
1862011-07-27 20:38:002011-08-04 07:44:007 days 11:06:0070.53 days 05:30:0011.86656020.0
3832015-07-08 11:50:002015-07-09 00:25:000 days 12:35:0077.88 days 13:53:007.104642720.0
5282018-06-12 17:00:002018-06-13 22:27:001 days 05:27:0085.13 days 16:11:0010.04005820.0
3882015-08-16 19:26:002015-08-19 23:38:003 days 04:12:0085.513 days 18:23:002.3653944320.0
1292010-06-13 20:35:002010-06-25 19:12:0011 days 22:37:0099.618 days 20:30:002.1374504320.0
3232014-05-07 16:50:002014-05-18 20:02:0011 days 03:12:00109.94 days 03:31:003.4864775760.0
2942013-08-24 01:34:002013-08-29 08:19:005 days 06:45:00114.19 days 12:53:004.2609032880.0
3422014-09-09 12:34:002014-09-16 23:56:007 days 11:22:00114.52 days 22:04:002.4230205760.0
392008-07-12 22:10:002008-07-18 14:55:005 days 16:45:00122.82 days 11:12:007.432810120.0
2372012-07-09 18:49:002012-07-16 05:42:006 days 10:53:00123.15 days 23:08:004.6494348640.0
4332016-07-21 22:29:002016-07-28 14:13:006 days 15:44:00136.65 days 00:05:005.9385938640.0
2792013-05-02 02:46:002013-05-07 21:37:005 days 18:51:00148.29 days 05:08:0040.6477722880.0
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 max. Regensumme
5 min9.9
10 min16.3
15 min21.9
20 min28.2
30 min40.7
45 min46.3
60 min57.0
1.5 h69.6
2 h74.3
3 h76.5
4 h78.7
6 h89.6
9 h92.8
12 h93.0
18 h96.4
1 d98.2
2 d120.5
3 d138.0
4 d138.0
5 d143.7
6 d148.2
\n" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 17 }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:33.029475Z", "start_time": "2024-11-06T12:56:33.023778Z" } }, "source": [ "return_periods_frame.\\\n", " max().\\\n", " rename('max. Wiederkehrperiode').\\\n", " to_frame().\\\n", " rename(minutes_readable).\\\n", " style.bar(vmin=0, vmax=100).format(\"{:.1f}\")" ], "outputs": [ { "data": { "text/plain": [ "" ], "text/html": [ "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
 max. Wiederkehrperiode
5 min1.4
10 min1.5
15 min2.0
20 min3.2
30 min8.0
45 min6.8
60 min11.2
1.5 h23.7
2 h26.9
3 h22.0
4 h20.0
6 h30.2
9 h25.3
12 h19.5
18 h20.2
1 d19.3
2 d40.7
3 d39.8
4 d16.2
5 d14.0
6 d12.5
\n" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 18 }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:33.063345Z", "start_time": "2024-11-06T12:56:33.056328Z" } }, "source": [ "sri_table_event = pd.DataFrame(index=hri.duration_steps)\n", "\n", "hri.method = hri.METHODS.KRUEGER_PFISTER\n", "sri_table_event[hri.METHODS.KRUEGER_PFISTER] = hri.get_event_sri_max(event[COL.START], event[COL.END])\n", "\n", "hri.method = hri.METHODS.MUDERSBACH\n", "sri_table_event[hri.METHODS.MUDERSBACH] = hri.get_event_sri_max(event[COL.START], event[COL.END])\n", "\n", "hri.method = hri.METHODS.SCHMITT\n", "sri_table_event[hri.METHODS.SCHMITT] = hri.get_event_sri_max(event[COL.START], event[COL.END])" ], "outputs": [], "execution_count": 19 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Specific rain event with allocation of heavy rain indices depending on the method and duration. " ] }, { "cell_type": "code", "metadata": { "ExecuteTime": { "end_time": "2024-11-06T12:56:33.100775Z", "start_time": "2024-11-06T12:56:33.090476Z" } }, "source": [ "cmap = ListedColormap([(1,1,1)] + list(hri.indices_color.values()))\n", "_df = sri_table_event.astype(int).copy()\n", "_df['max. Wiederkehrperiode'] = return_periods_frame.max()\n", "_df['max. Regensumme'] = rainfall_sum_frame.max()\n", "_df.rename(minutes_readable).style.\\\n", " background_gradient(subset=[hri.METHODS.SCHMITT,\n", " hri.METHODS.KRUEGER_PFISTER,\n", " hri.METHODS.MUDERSBACH], cmap=cmap, vmin=0, vmax=12).\\\n", " bar(subset=['max. Wiederkehrperiode', 'max. Regensumme'], vmin=0, vmax=100).format(\"{:.1f}\", subset=['max. Wiederkehrperiode', 'max. Regensumme'])" ], "outputs": [ { "data": { "text/plain": [ "" ], "text/html": [ "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
 KruegerPfisterMudersbachSchmittmax. Wiederkehrperiodemax. Regensumme
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10 min1211.516.3
15 min1212.021.9
20 min1323.228.2
30 min2438.040.7
45 min2436.846.3
60 min25411.257.0
1.5 h47423.769.6
2 h47526.974.3
3 h47422.076.5
4 h47420.078.7
6 h57630.289.6
9 h57525.392.8
12 h47419.593.0
18 h57420.296.4
1 d57419.398.2
2 d79640.7120.5
3 d89639.8138.0
4 d68416.2138.0
5 d68414.0143.7
6 d67412.5148.2
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