{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Weather forecasting tutorial notebook\n", "## 1 Read and visualize .nc data\n", ".nc format is common when you deal with **LARGE** weather data, for example [ERA5](https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-v5) data. They are in general an **xarray.Dataset**\n", "\n", "In this notebook we will show how to read and visualize this kind of data.\n", "\n", "A more detailed guide of .nc data/xarray dataset can be found [here]((https://docs.xarray.dev/en/stable/gallery.html))\n", "\n", "### 1.0 Load packages" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import xarray as xr # a library for working with netCDF files, see https://docs.xarray.dev/en/latest/getting-started-guide/installing.html, wee need (at least) to install \"xarray[io]\"\n", "import matplotlib.pyplot as plt\n", "from mpl_toolkits.basemap import Basemap # an additional library for plotting in an earth coordinate, see https://matplotlib.org/basemap/stable/users/installation.html\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1.1 Load dataset\n", "In general, it includes **Coordinates** and **Data variables**.\n", "\n", "We usually convert it to np array for further use. Note: if dataset is large, this may take a long time." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.Dataset> Size: 330MB\n",
       "Dimensions:                  (latitude: 161, longitude: 281, time: 1826)\n",
       "Coordinates:\n",
       "  * latitude                 (latitude) float32 644B 30.0 29.75 ... -9.75 -10.0\n",
       "  * longitude                (longitude) float32 1kB 70.0 70.25 ... 139.8 140.0\n",
       "  * time                     (time) datetime64[ns] 15kB 2018-01-01 ... 2022-1...\n",
       "Data variables:\n",
       "    mean_sea_level_pressure  (time, latitude, longitude) float32 330MB ...
" ], "text/plain": [ " Size: 330MB\n", "Dimensions: (latitude: 161, longitude: 281, time: 1826)\n", "Coordinates:\n", " * latitude (latitude) float32 644B 30.0 29.75 ... -9.75 -10.0\n", " * longitude (longitude) float32 1kB 70.0 70.25 ... 139.8 140.0\n", " * time (time) datetime64[ns] 15kB 2018-01-01 ... 2022-1...\n", "Data variables:\n", " mean_sea_level_pressure (time, latitude, longitude) float32 330MB ..." ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# open dataset\n", "dataset = xr.open_dataset('your_data_path')\n", "# dataset = xr.open_dataset('/home/data/weather/indochina_slph.nc')\n", "\n", "# print dataset summary\n", "dataset" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(1826, 161, 281)\n", "(1826, 161, 281)\n" ] } ], "source": [ "# convert to numpy array\n", "# method 1\n", "data = dataset['mean_sea_level_pressure'].values # change variable name\n", "print(data.shape)\n", "# method 2\n", "data = np.array(dataset['mean_sea_level_pressure'])\n", "print(data.shape)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1.2 Visualizing\n", "This is a sample plot using Basemap, feel free to try different settings." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Snapshot at 2019-11-02')" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# choose a random snapshot to plot\n", "idx = np.random.randint(0, data.shape[0])\n", "snapshot = data[idx]\n", "\n", "# get latitude and longitude\n", "lon = dataset['longitude'].values\n", "lat = dataset['latitude'].values\n", "x,y = np.meshgrid(lon,lat) # create a grid of lon-lat\n", "llcrnrlat = min(lat)\n", "urcrnrlat = max(lat)\n", "llcrnrlon = min(lon)\n", "urcrnrlon = max(lon)\n", "\n", "# plot settings\n", "cmap = 'RdBu_r'\n", "linewidth = 0.6\n", "n_levels = 100\n", "\n", "# plot\n", "fig = plt.figure(figsize = (4,3), dpi = 300)\n", "\n", "m = Basemap(projection='cyl',\n", " llcrnrlat=llcrnrlat, urcrnrlat=urcrnrlat, # region range\n", " llcrnrlon=llcrnrlon, urcrnrlon=urcrnrlon,\n", " resolution='l') \n", "\n", "m.drawcoastlines(linewidth = linewidth) # draw coastlines\n", "\n", "im = m.contourf(x, y, snapshot, n_levels, cmap = cmap, extend = 'both')\n", "cbar = plt.colorbar(im, shrink = 0.8)\n", "plt.annotate('Ground truth', xy=(0.05, 0.1), xycoords='axes fraction')\n", "\n", "# get day and time\n", "day = dataset['time'][idx].values\n", "day = day.astype('datetime64[D]')\n", "\n", "plt.title(f\"Snapshot at {day}\")" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.11.7" } }, "nbformat": 4, "nbformat_minor": 2 }