{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "![logo](./img/LogoLine_horizon_CEMS.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Observing major flood events with GLOFAS\n", "\n", "## About\n", "\n", "This tutorial will demonstrate how to investigate a specific flood event using data from the GLObal Flood\n", "Awareness Service (GLOFAS). For this example we look at the major flood event in Bangladesh in June 2022\n", "and assess the excess river discharge in comparison to the long-term (10-year) discharge statistics.\n", "\n", "GloFAS is a product and service of the Copernicus Emergency Management Service. The Joint Research Centre of the European Commission is the entrusted entity responsible for CEMS GloFAS in terms of management, technical implementation and evolution. ECMWF is the designated contractor to implement the operational functionalities of the CEMS-COMP (Hydrological Forecast Computational Centre).\n", "\n", "The tutorial is structured as follows:\n", "\n", "0. (Install and import the required python packages)\n", "1. Download the data of interest from the C3S Climate Data Store (CDS);\n", "1. Explore the data with xarray, apply mask using the auxilary data, and produce demonstrative map plots;\n", "1. Compute and plot time-series of the June 2022 river discharge against the 10-year period;\n", "1. Compute and display a map of the number of days in June 2022 that the river discharge exceeded the\n", " 90th percentile of the 10-year period.\n", "\n", "The steps and methods here serve as demonstrative examples and could be applied to other events and datasets,\n", "e.g. fire and heatwave events." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "![logo](./img/cems_glofas_global.png)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", "
Run the tutorial via free cloud platforms: \n", " \"Binder\"\n", " \"Kaggle\"\n", " \"Colab\"
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup your environment\n", "\n", "Before we begin we must prepare our environment. This includes installing the Application Programming Interface (API) of the CDS, and importing the various python libraries that we will need.\n", "\n", "### Install CDS API\n", "\n", "To install the CDS API, run the following command. We use an exclamation mark to pass the command to the shell (not to the Python interpreter)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "!pip -q install cdsapi\n", "\n", "# Other requirements:\n", "!pip -q install cfgrib ecmwflibs\n", "!pip -q install xarray netcdf4\n", "!pip -q install matplotlib\n", "!pip -q install cartopy\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Import libraries\n", "\n", "We will be working with data in NetCDF format. To best handle this data we will use libraries for working with multidimensional arrays, in particular Xarray. We will also need libraries for plotting and viewing data, in this case we will use Matplotlib and Cartopy." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "# CDS API\n", "import cdsapi\n", "\n", "# Libraries for working with multidimensional arrays\n", "import numpy as np\n", "import xarray as xr\n", "\n", "# Libraries for plotting and visualising data\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature\n", "\n", "# Disable warnings for data download via API\n", "import urllib3 \n", "urllib3.disable_warnings()\n", "# Disable xarray runtime warnings\n", "import warnings\n", "warnings.simplefilter(\"ignore\", category=RuntimeWarning)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Search and download the data\n", "### Enter your CDS API key\n", "\n", "We will request data from the Climate Data Store (CDS) programmatically with the help of the CDS API.\n", "\n", "If you have not set up your CDS API credentials with a `~/.cdsapirc` file, it is possible to provide the credentials when initialising the `cdsapi.Client`. To do this we must define the two variables needed to establish a connection: `URL` and `KEY` . The `URL` for the cds api is common and you do not need to modify that field. The `KEY` is string of characters made up of your your personal User ID and CDS API key. To obtain these, first register or login to the CDS (http://cds.climate.copernicus.eu), then visit https://cds.climate.copernicus.eu/api-how-to and copy the string of characters listed after \"key:\". Replace the `#########` below with this string.\n", "\n", "NOTE: If you have set up your cdsapi key using a ~/.cdsapirc you do not need to add your key below." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "if os.path.isfile(\"~/.cdsapirc\"):\n", " cdsapi_kwargs = {}\n", "else:\n", " URL = 'https://cds.climate.copernicus.eu/api/v2'\n", " KEY = '##################################'\n", " cdsapi_kwargs = {\n", " 'url': URL,\n", " 'key': KEY,\n", " }" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we specify a data directory in which we will download our data and all output files that we will generate:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "DATADIR = './data_dir'\n", "os.makedirs(DATADIR, exist_ok=True)" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "### Find the river discharge data we want\n", "\n", "The historical GLOFAS data can be found in \n", "[CDS catalogue entry](https://cds.climate.copernicus.eu/cdsapp#!/dataset/cems-glofas-historical).\n", "\n", "We are going to look at the Bangladesh flood in June 2022. For our analysis we are going to compare June 2022\n", "against all the June data from the 10-year reference period: 2012 to 2021. This period has been chosen for\n", "demonstrative purposes, a thorough analysis would choose a much longer reference period.\n", "\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For our study we are going to make the following selection on the download page:\n", "\n", "- **System version**: version 4.0\n", "- **Hydrological model**: LISFLOOD\n", "- **Product type**: Consolidated\n", "- **Variable**: River discharge in the last 24 hours'\n", "- **Year**: 2012 to 2022\n", "- **Month**: June\n", "- **Day**: All days\n", "- **Area**: [30, 85, 20, 95,] = A bounding box for Bangladesh\n", "- **Format**: Grib\n", "\n", "At the end of the download form, select **\"Show API request\"**. This will reveal a block of code, which you can simply copy and paste into a cell of your Jupyter Notebook (see cells below).\n", "\n", "#### Download data\n", "\n", "... having copied the API request into the cell below, running this will retrieve and download the data you requested into your local directory. However, before you run the cell below, the **terms and conditions** of this particular dataset need to have been accepted in the CDS. The option to view and accept these conditions is given at the end of the download form, just above the **\"Show API request\"** option." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "download_file = f\"{DATADIR}/glofas-2012_2022.grib\"\n", "if not os.path.isfile(download_file):\n", " c = cdsapi.Client(\n", " **cdsapi_kwargs\n", " )\n", " c.retrieve(\n", " 'cems-glofas-historical',\n", " {\n", " 'system_version': 'version_4_0',\n", " 'hydrological_model': 'lisflood',\n", " 'product_type': 'consolidated',\n", " 'variable': 'river_discharge_in_the_last_24_hours',\n", " 'hyear': [f\"{year}\" for year in range(2012, 2023)],\n", " 'hmonth': 'june',\n", " 'hday': [f\"{day:02d}\" for day in range(1,31)],\n", " 'format': 'grib',\n", " 'area': [30, 85, 20, 95,],\n", " },\n", " ).download(download_file)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Explore and view the data\n", "\n", "We open the data with xarray which can handle both grib and netcdf formats. The xarray dataset objects allows\n", "exploration of the data contents including attributes, metadata and coordinates.\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:     (time: 330, latitude: 202, longitude: 202)\n",
       "Coordinates:\n",
       "  * time        (time) datetime64[ns] 2012-06-01 2012-06-02 ... 2022-06-30\n",
       "    step        timedelta64[ns] ...\n",
       "    surface     float64 ...\n",
       "  * latitude    (latitude) float64 30.02 29.97 29.92 29.87 ... 20.07 20.02 19.98\n",
       "  * longitude   (longitude) float64 84.97 85.02 85.07 ... 94.92 94.97 95.03\n",
       "    valid_time  (time) datetime64[ns] ...\n",
       "Data variables:\n",
       "    dis24       (time, latitude, longitude) float32 ...\n",
       "Attributes:\n",
       "    GRIB_edition:            2\n",
       "    GRIB_centre:             ecmf\n",
       "    GRIB_centreDescription:  European Centre for Medium-Range Weather Forecasts\n",
       "    GRIB_subCentre:          0\n",
       "    Conventions:             CF-1.7\n",
       "    institution:             European Centre for Medium-Range Weather Forecasts\n",
       "    history:                 2023-08-23T09:43 GRIB to CDM+CF via cfgrib-0.9.1...
" ], "text/plain": [ "\n", "Dimensions: (time: 330, latitude: 202, longitude: 202)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2012-06-01 2012-06-02 ... 2022-06-30\n", " step timedelta64[ns] ...\n", " surface float64 ...\n", " * latitude (latitude) float64 30.02 29.97 29.92 29.87 ... 20.07 20.02 19.98\n", " * longitude (longitude) float64 84.97 85.02 85.07 ... 94.92 94.97 95.03\n", " valid_time (time) datetime64[ns] ...\n", "Data variables:\n", " dis24 (time, latitude, longitude) float32 ...\n", "Attributes:\n", " GRIB_edition: 2\n", " GRIB_centre: ecmf\n", " GRIB_centreDescription: European Centre for Medium-Range Weather Forecasts\n", " GRIB_subCentre: 0\n", " Conventions: CF-1.7\n", " institution: European Centre for Medium-Range Weather Forecasts\n", " history: 2023-08-23T09:43 GRIB to CDM+CF via cfgrib-0.9.1..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "glofas_data = xr.open_dataset(download_file)\n", "glofas_data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Getting an overview of the study area\n", "\n", "Now we will produce a simple map of the data. First we will define a function for producing a map plot that\n", "we will use several times in this note book:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "# Create a simple plotting function that we can use throughout this notebook\n", "def plot_map(\n", " plot_data,\n", " title='',\n", " cbar_label='',\n", " cmap='PuBu',\n", " extent=[85, 95, 20, 30],\n", " **pcolorkwargs\n", "):\n", " # Populate the title and cbar_label with attributes from the plot_data if they have not been\n", " # explicitly specified\n", " title = title or plot_data.attrs.get('long_name', title)\n", " cbar_label = cbar_label or plot_data.attrs.get('units', cbar_label)\n", "\n", " # Create a figure with a cartopy projection assigned which allows plotting geospatial data\n", " fig, ax = plt.subplots(\n", " 1, 1, figsize = (18, 9), subplot_kw={'projection': ccrs.PlateCarree()}\n", " )\n", "\n", " # Plot the data on our figure\n", " im = ax.pcolormesh(\n", " plot_data.longitude, plot_data.latitude, plot_data, cmap=cmap, **pcolorkwargs\n", " )\n", "\n", " # Add some additional features\n", " ax.set_title(title, fontsize=16)\n", " ax.gridlines(draw_labels=False, linewidth=1, color='gray', alpha=0.5, linestyle='--') \n", " ax.coastlines(color='black')\n", "\n", " # Add country borders in red\n", " ax.add_feature(cfeature.BORDERS, edgecolor='black', lw=1.5, ls=\":\")\n", "\n", " # Set the plot domain/extent\n", " ax.set_extent(extent, crs=ccrs.PlateCarree())\n", "\n", " # Add a colour bar\n", " cbar = plt.colorbar(im,fraction=0.04, pad=0.01)\n", " cbar.set_label(cbar_label, fontsize=12) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To produce the map plot, we first need to flatten the time dimension.\n", "This can be done by either specifying a date (e.g. glofas_data.dis24.isel(time=1)) or by taking a value\n", "such as the mean as we do here:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mean_data = glofas_data.dis24.mean(dim='time')\n", "mean_data = mean_data.assign_attrs(**glofas_data.dis24.attrs)\n", "plot_map(\n", " mean_data,\n", " vmax=40e3, vmin=0,\n", " cbar_label = \"m³ s⁻¹\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Accessing the upstream area data\n", "We know that the river discharge is only valid in the rivers, therefore it is possible to mask the data with\n", "knowledge of the the river locations. We do this by using the upstream area data which is provided as an\n", "auxilary data product for GloFAS. The upstream area denotes the total upstream area for each river pixel, \n", "expressed in m2. More information can be found on the \n", "[CEMS-Floods auxiliary data page](https://confluence.ecmwf.int/display/CEMS/Auxiliary+Data).\n", "\n", "Below we download the data directly and open the netCDF file using xarray.\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:    (longitude: 7200, latitude: 3000)\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float64 -180.0 -179.9 -179.9 ... 179.9 179.9 180.0\n",
       "  * latitude   (latitude) float64 89.97 89.92 89.88 ... -59.88 -59.92 -59.97\n",
       "Data variables:\n",
       "    uparea     (latitude, longitude) float32 ...\n",
       "Attributes:\n",
       "    CDI:                        Climate Data Interface version 1.9.10 (https:...\n",
       "    Conventions:                CF-1.9\n",
       "    GDAL_PCRASTER_VALUESCALE:   VS_SCALAR\n",
       "    GDAL_AREA_OR_POINT:         Area\n",
       "    GDAL:                       GDAL 3.2.1, released 2020/12/29\n",
       "    NCO:                        netCDF Operators version 4.9.7 (Homepage = ht...\n",
       "    history_of_appended_files:  Fri Dec 10 11:49:42 2021: Appended file ldd_O...\n",
       "    history:                    Mon Nov 14 17:49:16 2022: cdo chname,lon,long...\n",
       "    CDO:                        Climate Data Operators version 1.9.10 (https:...
" ], "text/plain": [ "\n", "Dimensions: (longitude: 7200, latitude: 3000)\n", "Coordinates:\n", " * longitude (longitude) float64 -180.0 -179.9 -179.9 ... 179.9 179.9 180.0\n", " * latitude (latitude) float64 89.97 89.92 89.88 ... -59.88 -59.92 -59.97\n", "Data variables:\n", " uparea (latitude, longitude) float32 ...\n", "Attributes:\n", " CDI: Climate Data Interface version 1.9.10 (https:...\n", " Conventions: CF-1.9\n", " GDAL_PCRASTER_VALUESCALE: VS_SCALAR\n", " GDAL_AREA_OR_POINT: Area\n", " GDAL: GDAL 3.2.1, released 2020/12/29\n", " NCO: netCDF Operators version 4.9.7 (Homepage = ht...\n", " history_of_appended_files: Fri Dec 10 11:49:42 2021: Appended file ldd_O...\n", " history: Mon Nov 14 17:49:16 2022: cdo chname,lon,long...\n", " CDO: Climate Data Operators version 1.9.10 (https:..." ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# choose a target location to download the file:\n", "upstream_area_fname = f\"uparea_glofas_v4_0.nc\"\n", "upstream_area_file = os.path.join(DATADIR, upstream_area_fname)\n", "# If we have not already downloaded the file, we download it\n", "if not os.path.isfile(upstream_area_file):\n", " u_version=2 # file version\n", " upstream_data_url = (\n", " f\"https://confluence.ecmwf.int/download/attachments/242067380/{upstream_area_file}?\"\n", " f\"version={u_version}&modificationDate=1668604690076&api=v2&download=true\"\n", " )\n", " import requests\n", " result = requests.get(upstream_data_url)\n", " with open(upstream_area_file, 'wb') as f:\n", " f.write(result.content)\n", "# Open the file and print the contents\n", "upstream_area = xr.open_dataset(upstream_area_file)\n", "upstream_area\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Reduce the upstream area to the domain of the data\n", "\n", "The upstream area data covers the entire globe, we must therefore reduce it to the domain of our area of\n", "interest, Bangladesh. To avoid hard-coding and to ensure that the sub-area selected matches exactly \n", "we extract the domain limits from the river discarge data." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset>\n",
       "Dimensions:     (time: 330, latitude: 202, longitude: 202)\n",
       "Coordinates:\n",
       "  * time        (time) datetime64[ns] 2012-06-01 2012-06-02 ... 2022-06-30\n",
       "    step        timedelta64[ns] 1 days\n",
       "    surface     float64 0.0\n",
       "  * latitude    (latitude) float64 30.02 29.97 29.92 29.87 ... 20.07 20.02 19.98\n",
       "  * longitude   (longitude) float64 84.97 85.02 85.07 ... 94.92 94.97 95.03\n",
       "    valid_time  (time) datetime64[ns] ...\n",
       "Data variables:\n",
       "    dis24       (time, latitude, longitude) float32 0.0 0.0 ... 3.042e+04\n",
       "    uparea      (latitude, longitude) float32 ...\n",
       "Attributes:\n",
       "    GRIB_edition:            2\n",
       "    GRIB_centre:             ecmf\n",
       "    GRIB_centreDescription:  European Centre for Medium-Range Weather Forecasts\n",
       "    GRIB_subCentre:          0\n",
       "    Conventions:             CF-1.7\n",
       "    institution:             European Centre for Medium-Range Weather Forecasts\n",
       "    history:                 2023-08-23T09:43 GRIB to CDM+CF via cfgrib-0.9.1...
" ], "text/plain": [ "\n", "Dimensions: (time: 330, latitude: 202, longitude: 202)\n", "Coordinates:\n", " * time (time) datetime64[ns] 2012-06-01 2012-06-02 ... 2022-06-30\n", " step timedelta64[ns] 1 days\n", " surface float64 0.0\n", " * latitude (latitude) float64 30.02 29.97 29.92 29.87 ... 20.07 20.02 19.98\n", " * longitude (longitude) float64 84.97 85.02 85.07 ... 94.92 94.97 95.03\n", " valid_time (time) datetime64[ns] ...\n", "Data variables:\n", " dis24 (time, latitude, longitude) float32 0.0 0.0 ... 3.042e+04\n", " uparea (latitude, longitude) float32 ...\n", "Attributes:\n", " GRIB_edition: 2\n", " GRIB_centre: ecmf\n", " GRIB_centreDescription: European Centre for Medium-Range Weather Forecasts\n", " GRIB_subCentre: 0\n", " Conventions: CF-1.7\n", " institution: European Centre for Medium-Range Weather Forecasts\n", " history: 2023-08-23T09:43 GRIB to CDM+CF via cfgrib-0.9.1..." ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Reduce the Upstream area data to the domain of the river discharge\n", "\n", "# Get the latitude and longitude limits of the data\n", "lat_limits = [glofas_data.latitude.values[i] for i in [0, -1]]\n", "lon_limits = [glofas_data.longitude.values[i] for i in [0, -1]]\n", "up_lats = upstream_area.latitude.values.tolist()\n", "up_lons = upstream_area.longitude.values.tolist()\n", "\n", "lat_slice_index = [\n", " round((i-up_lats[0])/(up_lats[1]-up_lats[0]))\n", " for i in lat_limits\n", "]\n", "lon_slice_index = [\n", " round((i-up_lons[0])/(up_lons[1]-up_lons[0]))\n", " for i in lon_limits\n", "]\n", "\n", "# Slice upstream area to bangladesh region:\n", "red_upstream_area = upstream_area.isel(\n", " latitude=slice(lat_slice_index[0], lat_slice_index[1]+1),\n", " longitude=slice(lon_slice_index[0], lon_slice_index[1]+1),\n", ")\n", "\n", "# There are very minor rounding differences, so we update with the lat/lons from the glofas data\n", "red_upstream_area = red_upstream_area.assign_coords({\n", " 'latitude': glofas_data.latitude,\n", " 'longitude': glofas_data.longitude,\n", "})\n", "\n", "# Add the upstream area to the main data object and print the updated glofas data object:\n", "glofas_data['uparea'] = red_upstream_area['uparea']\n", "glofas_data" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mask the river discharge data\n", "\n", "We now mask the data to where the upstream area is >= 250km2, and plot it to see how it looks" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "glofas_data_masked = glofas_data.where(glofas_data.uparea>=250.e6)\n", "mean_masked_data = glofas_data_masked.dis24.mean(dim='time').assign_attrs(glofas_data_masked.dis24.attrs)\n", "plot_map(\n", " mean_masked_data,\n", " vmax=40e3, vmin=0,\n", " cbar_label = \"m³ s⁻¹\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Compare the June 2022 river discharge to the previous 10 years\n", "\n", "We want to see how the June 2022 floods compare to the historical period accross the entire domain.\n", "We chose a histroical period of 10 years for demonstrative purposes, a thorough analysis would\n", "use a longer reference period.\n", "\n", "The first step is to calculate some climatological statistics to represent our 10 year period (2012 to 2022).\n", "\n", "Below we calculate the mean river discharge over the geospatial domain, \n", "then calculate 10 year mean, maximum, minimum and the 10th and 90th percentiles of the gespatial mean\n", "for each day in June.\n", "\n", "We then calculate the geospatial mean for each day in June in 2022.\n" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "# select the 2012-2021 data\n", "glofas_historical_period = glofas_data_masked.sel(time=slice(\"2012\",\"2021\"))\n", "\n", "glofas_dis24_domain_mean = glofas_historical_period.dis24.mean([\"longitude\", \"latitude\"])\n", "# calculate the mean discharge over the whole domain, for each day in June\n", "glofas_xy_climatology = glofas_dis24_domain_mean.groupby('time.day').mean(\"time\")\n", "\n", "# calculate the minimum and maximum discharge over the whole domain, for each day in June\n", "glofas_xy_clim_min = glofas_dis24_domain_mean.groupby('time.day').min(\"time\")\n", "glofas_xy_clim_max = glofas_dis24_domain_mean.groupby('time.day').max(\"time\")\n", "# Calculate the 10th and 90th percentiles of discharge rate of the whole domain\n", "glofas_xy_clim_quantiles = glofas_dis24_domain_mean.groupby('time.day').quantile(dim=\"time\", q=[0.1,0.9])\n", "\n", "# calculate the mean discharge over the whole domain for each day in June 2022\n", "glofas_xy_2022 = glofas_data_masked.dis24.sel(time=\"2022\")\n", "glofas_xy_2022_mean = glofas_xy_2022.mean(['longitude','latitude']).groupby('time.day').mean(\"time\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plot these various statistics using matplotlib plotting methods." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Daily river discharge ($m^{3}s^{-1}$)')" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create a figure and axis\n", "fig = plt.figure(figsize=(8, 6))\n", "ax = fig.add_subplot()\n", "\n", "# Plot the minimum to maximum range\n", "ax.fill_between(\n", " np.arange(1, 31), glofas_xy_clim_min.values, glofas_xy_clim_max.values,\n", " color=\"k\", alpha=0.2, label='min/max percentile range'\n", ")\n", "\n", "# Plot the 10th to 90th percentile range\n", "ax.fill_between(\n", " np.arange(1, 31),\n", " glofas_xy_clim_quantiles.isel(quantile=0).values,\n", " glofas_xy_clim_quantiles.isel(quantile=1).values,\n", " color=\"k\", alpha=0.5, label='10th/90th percentile range'\n", ")\n", "\n", "# Plot the mean for the 10 year period\n", "(line_base,) = plt.plot(\n", " np.arange(1, 31), glofas_xy_climatology.values, color=\"k\", label=\"Reference period mean\"\n", ")\n", "\n", "# Plot the region where 2022 is greater than the mean in blue\n", "ax.fill_between(\n", " range(1, int(glofas_xy_2022_mean.shape[0]) + 1),\n", " glofas_xy_climatology.values[: int(glofas_xy_2022_mean.shape[0])],\n", " glofas_xy_2022_mean.values,\n", " color=\"b\",\n", " alpha=0.4,\n", " where=glofas_xy_2022_mean.values >= glofas_xy_climatology.values[: int(glofas_xy_2022_mean.shape[0])],\n", " interpolate=True, label=\"2022 excess discharge\"\n", ")\n", "\n", "# Plot the region where 2022 is less than the mean in red\n", "ax.fill_between(\n", " range(1, int(glofas_xy_2022_mean.shape[0]) + 1),\n", " glofas_xy_climatology.values[: int(glofas_xy_2022_mean.shape[0])],\n", " glofas_xy_2022_mean.values,\n", " color=\"r\",\n", " alpha=0.4,\n", " where=glofas_xy_2022_mean.values < glofas_xy_climatology.values[: int(glofas_xy_2022_mean.shape[0])],\n", " interpolate=True,\n", ")\n", "\n", "# Plot the 2022 data points\n", "dots = ax.scatter(\n", " range(1, int(glofas_xy_2022_mean.shape[0]) + 1),\n", " glofas_xy_2022_mean.values,\n", " color=\"k\",\n", " # label=\"2022\",\n", " zorder=2,\n", ")\n", "\n", "# Add a legend and axis labels\n", "ax.legend(loc='upper left')\n", "plt.xlabel(\"Day in June\")\n", "plt.ylabel(\"Daily river discharge ($m^{3}s^{-1}$)\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From this plot, we see that around the 13th of June the 2022 floods began to exceed the 10-year historical maximum, and this continued until the 22nd.\n", "\n", "However, this plot doesn't give us an idea of how the severity of the flooding varied spatially, so let's have a look at that." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Map the number of days that the river discharge exceeded the 90th percentile of the 10-year period.\n", "\n", "We can also look at the spatial distribution of this data and xarray provides some useful tools for indexing \n", "calcualating various statisitics. Below we calculate the 10th and 90th percentiles accross the domain\n", "then compute where the river discharge exceeded the 90th percentile. This is a boolean data array where\n", "1 indicates the 90th percentile was exceeded and 0 indicates it was not.\n", "\n", "There are a number of commented out commands which can be used to calculate other statistics which you can\n", "investigate at your leisure.\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# Calculate the climatology for the historical period: 2012-2021\n", "glofas_historical_period = glofas_data_masked.sel(time=slice(\"2012\",\"2021\"))\n", "\n", "# glofas_climatology = glofas_data_masked.groupby('time.dayofyear').mean(\"time\")\n", "glofas_climat_quantiles = glofas_historical_period.groupby('time.dayofyear').quantile(dim=\"time\", q=[0.1,0.9])\n", "\n", "# # Calculate the anomaly w.r.t the above climatology\n", "# glofas_anomaly = glofas_data_masked.groupby('time.dayofyear') - glofas_climatology\n", "# # Calculate this a relative anomaly\n", "# glofas_relanom = glofas_anomaly.groupby('time.dayofyear')/glofas_climatology\n", "\n", "glofas_high = glofas_data_masked.groupby('time.dayofyear') > glofas_climat_quantiles.sel(quantile=0.9)\n", "glofas_high = glofas_high.where(glofas_data.uparea>250e6)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can then plot the map using our predefined plotting function" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot the data:\n", "year='2022'\n", "number_of_high_days = glofas_high.sel(time=year).dis24.sum(dim='time')\n", "number_of_high_days = number_of_high_days.assign_attrs(glofas_high.dis24.attrs)\n", "plot_map(\n", " number_of_high_days, vmax=25, cmap='Purples', cbar_label='Number of days'\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can see that some areas to the northeast of Dhaka experienced discharge exceeding the 90th percentile for over 20 days in June." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.9" }, "vscode": { "interpreter": { "hash": "58c7fce056d33f98990852c386399bc548e011ab130732c30e7ec3c06b4dec9d" } } }, "nbformat": 4, "nbformat_minor": 4 }