{ "cells": [ { "cell_type": "markdown", "id": "e4319f9a", "metadata": {}, "source": [ "# Librería Xarray" ] }, { "cell_type": "markdown", "id": "03419cd2", "metadata": {}, "source": [ "Pandas es una librería muy útil para tratar datos tabulados, en dos dimensiones, pero no es tan conveniente para tres dimensiones o más. Sin embargo en meteorología es muy habitual tratar con datos multidimensionales, por ejemplo en campos meteorológicos que dependen de las tres coordenadas espaciales y del tiempo.\n", "\n", "Xarray (https://docs.xarray.dev) es una librería construida sobre Numpy que permite tratar datos multidimensionales con etiquetas, y comparte muchas de las características de Pandas. Hace que los datos sean más legibles tratándolos de forma sencilla y eficiente.\n", "\n", "Además está estrechamente relacionado con Cartopy, otra librería especializada en el dibujo de mapas." ] }, { "cell_type": "markdown", "id": "209e9bc3", "metadata": {}, "source": [ "## Lectura de datos. Estructuras Dataset y DataArray" ] }, { "cell_type": "markdown", "id": "cbfd4b49", "metadata": {}, "source": [ "Cargamos el módulo xarray:" ] }, { "cell_type": "code", "execution_count": 1, "id": "cb2d795d", "metadata": {}, "outputs": [], "source": [ "import xarray as xr\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 2, "id": "fd8b4877", "metadata": {}, "outputs": [], "source": [ "# Deshabilitamos los avisos\n", "import warnings\n", "warnings.filterwarnings('ignore')" ] }, { "cell_type": "markdown", "id": "80e01c62", "metadata": {}, "source": [ "``open_dataset`` es una función de xarray que nos permite abrir ficheros netCDF (o URLs de un servidor remoto OpenDAP). El formato netCDF se utiliza comúnmente en meteorología para guardar información de los modelos meteorológicos (junto al formato grib), y xarray está especialmente adaptado para leerlo." ] }, { "cell_type": "markdown", "id": "11f29a2c", "metadata": {}, "source": [ "Para ilustrar xarray vamos a utilizar aquí varios ficheros del reanálisis ERA5 (https://www.ecmwf.int/en/forecasts/dataset/ecmwf-reanalysis-v5), descargados del Climate Data Store del C3S (Climate Change Service) del programa Copernicus. Se puede encontrar más información en https://climate.copernicus.eu/climate-reanalysis." ] }, { "cell_type": "code", "execution_count": 3, "id": "1e216fd3", "metadata": {}, "outputs": [], "source": [ "ds = xr.open_dataset('/MASIVO/pn31/curso_PIBM/era5_america_2022.nc')" ] }, { "cell_type": "markdown", "id": "ebfe8cbe", "metadata": {}, "source": [ "``open_dataset`` abre un fichero netcDF y nos devuelve una de las dos estructuras básicas de datos de xarray, el Dataset. El Dataset es una especie de diccionario de DataArrays (otra estructura que veremos después):" ] }, { "cell_type": "markdown", "id": "b8d117f0", "metadata": {}, "source": [ "Si se quiere abrir varios ficheros netCDF simultáneamente y cargarlos en un único dataset (por ejemplo, si tenemos 24 ficheros netCDF, uno por hora de predicción) podemos usar la función ``open_mfdataset``. Para liberar los recursos usaremos ``close``." ] }, { "cell_type": "markdown", "id": "1a30c71b", "metadata": {}, "source": [ "**Nota:** Por otra parte, si se quieren abrir ficheros con formato grib con xarray es necesario instalar previamente la librería cfgrib y dar al argumento *engine* de ``open_dataset`` el valor 'cfgrib' para que abra el fichero correctamente." ] }, { "cell_type": "markdown", "id": "fe352672", "metadata": {}, "source": [ "Veamos que contiene esta estructura de datos:" ] }, { "cell_type": "code", "execution_count": 5, "id": "84f20168", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.Dataset>\n",
       "Dimensions:    (longitude: 361, latitude: 373, time: 568)\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 -120.0 -119.8 -119.5 ... -30.5 -30.25 -30.0\n",
       "  * latitude   (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n",
       "  * time       (time) datetime64[ns] 2022-01-05 ... 2022-12-30T21:00:00\n",
       "Data variables:\n",
       "    t2m        (time, latitude, longitude) float32 ...\n",
       "    sst        (time, latitude, longitude) float32 ...\n",
       "Attributes:\n",
       "    Conventions:  CF-1.6\n",
       "    history:      2023-09-02 16:18:24 GMT by grib_to_netcdf-2.25.1: /opt/ecmw...
" ], "text/plain": [ "\n", "Dimensions: (longitude: 361, latitude: 373, time: 568)\n", "Coordinates:\n", " * longitude (longitude) float32 -120.0 -119.8 -119.5 ... -30.5 -30.25 -30.0\n", " * latitude (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n", " * time (time) datetime64[ns] 2022-01-05 ... 2022-12-30T21:00:00\n", "Data variables:\n", " t2m (time, latitude, longitude) float32 ...\n", " sst (time, latitude, longitude) float32 ...\n", "Attributes:\n", " Conventions: CF-1.6\n", " history: 2023-09-02 16:18:24 GMT by grib_to_netcdf-2.25.1: /opt/ecmw..." ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds" ] }, { "cell_type": "markdown", "id": "46f61b58", "metadata": {}, "source": [ "Dentro de un dataset tenemos distintos atributos que nos informan sobre su contenido: variables, coordenadas, y dimensiones (los ejes de nuestros datos):" ] }, { "cell_type": "code", "execution_count": 6, "id": "836bff60", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Data variables:\n", " t2m (time, latitude, longitude) float32 ...\n", " sst (time, latitude, longitude) float32 ..." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.data_vars" ] }, { "cell_type": "code", "execution_count": 7, "id": "b78f39d6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Coordinates:\n", " * longitude (longitude) float32 -120.0 -119.8 -119.5 ... -30.5 -30.25 -30.0\n", " * latitude (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n", " * time (time) datetime64[ns] 2022-01-05 ... 2022-12-30T21:00:00" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.coords" ] }, { "cell_type": "code", "execution_count": 8, "id": "b1b33773", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Frozen({'longitude': 361, 'latitude': 373, 'time': 568})" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.dims" ] }, { "cell_type": "markdown", "id": "fc1748c8", "metadata": {}, "source": [ "Vemos que este fichero contiene información sobre dos variables, la temperatura a 2 metros (t2m) y la temperatura superficial del agua del mar (sst), para la región comprendida entre las longitudes -120 y 30 W, y entre las latitudes 33 N y 60 S (Centroamérica y Sudamérica, aproximadamente), para el año 2022." ] }, { "cell_type": "markdown", "id": "6ac94917", "metadata": {}, "source": [ "Las variables del dataset son datos de tipo DataArray y se puede acceder ellos de la misma forma que se accede a las columnas en Pandas:" ] }, { "cell_type": "code", "execution_count": null, "id": "b5f06f79", "metadata": {}, "outputs": [], "source": [ "ds['t2m']" ] }, { "cell_type": "markdown", "id": "2d95a595", "metadata": {}, "source": [ "o, de forma equivalente:" ] }, { "cell_type": "code", "execution_count": 9, "id": "20c831b4", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 't2m' (time: 568, latitude: 373, longitude: 361)>\n",
       "[76482904 values with dtype=float32]\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 -120.0 -119.8 -119.5 ... -30.5 -30.25 -30.0\n",
       "  * latitude   (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n",
       "  * time       (time) datetime64[ns] 2022-01-05 ... 2022-12-30T21:00:00\n",
       "Attributes:\n",
       "    units:      K\n",
       "    long_name:  2 metre temperature
" ], "text/plain": [ "\n", "[76482904 values with dtype=float32]\n", "Coordinates:\n", " * longitude (longitude) float32 -120.0 -119.8 -119.5 ... -30.5 -30.25 -30.0\n", " * latitude (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n", " * time (time) datetime64[ns] 2022-01-05 ... 2022-12-30T21:00:00\n", "Attributes:\n", " units: K\n", " long_name: 2 metre temperature" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.t2m" ] }, { "cell_type": "markdown", "id": "88c84599", "metadata": {}, "source": [ "En este caso tenemos dos dimensiones espaciales (latitud y longitud), y la temporal" ] }, { "cell_type": "code", "execution_count": 12, "id": "dc1d288d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "('time', 'latitude', 'longitude')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.t2m.dims" ] }, { "cell_type": "markdown", "id": "b5ccebcb", "metadata": {}, "source": [ "Este es el tamaño del datarray en cada dimensión:" ] }, { "cell_type": "code", "execution_count": 13, "id": "dafe7ad7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(568, 373, 361)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.t2m.shape" ] }, { "cell_type": "markdown", "id": "bab29a99", "metadata": {}, "source": [ "Podemos acceder también a cada variable coordenada:" ] }, { "cell_type": "code", "execution_count": 6, "id": "3401080e", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'latitude' (latitude: 373)>\n",
       "array([ 33.  ,  32.75,  32.5 , ..., -59.5 , -59.75, -60.  ], dtype=float32)\n",
       "Coordinates:\n",
       "  * latitude  (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n",
       "Attributes:\n",
       "    units:      degrees_north\n",
       "    long_name:  latitude
" ], "text/plain": [ "\n", "array([ 33. , 32.75, 32.5 , ..., -59.5 , -59.75, -60. ], dtype=float32)\n", "Coordinates:\n", " * latitude (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n", "Attributes:\n", " units: degrees_north\n", " long_name: latitude" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.t2m.latitude" ] }, { "cell_type": "markdown", "id": "df50b1f3", "metadata": {}, "source": [ "Dentro de un datarray tenemos metadatos y datos. Además de los metadatos anteriores podemos guardar otros metadatos adicionales en attrs:" ] }, { "cell_type": "code", "execution_count": 10, "id": "948f8b0c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'units': 'K', 'long_name': '2 metre temperature'}" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.t2m.attrs" ] }, { "cell_type": "markdown", "id": "9e9b305e", "metadata": {}, "source": [ "Los datos están contenidos en data, que es un array de Numpy:" ] }, { "cell_type": "code", "execution_count": 11, "id": "1c7f0a18", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[[286.97794, 287.05383, 287.10287, ..., 292.75677, 292.79648,\n", " 292.82333],\n", " [287.1227 , 287.12857, 287.1227 , ..., 292.74976, 292.7848 ,\n", " 292.814 ],\n", " [287.1846 , 287.1846 , 287.21265, ..., 292.71942, 292.75327,\n", " 292.78247],\n", " ...,\n", " [275.75888, 275.73203, 275.65494, ..., 272.94827, 272.91092,\n", " 272.84552],\n", " [275.74136, 275.77054, 275.79974, ..., 272.77896, 272.74744,\n", " 272.72992],\n", " [275.62576, 275.6456 , 275.66547, ..., 272.68906, 272.67505,\n", " 272.6692 ]],\n", "\n", " [[287.1986 , 287.2278 , 287.36444, ..., 292.67505, 292.69022,\n", " 292.70773],\n", " [287.2465 , 287.3539 , 287.38196, ..., 292.6692 , 292.67035,\n", " 292.67853],\n", " [287.26517, 287.35626, 287.36792, ..., 292.68204, 292.68204,\n", " 292.69604],\n", " ...,\n", " [275.61176, 275.6596 , 275.71567, ..., 273.01248, 273.01248,\n", " 272.97513],\n", " [275.51834, 275.55338, 275.58838, ..., 272.8759 , 272.88406,\n", " 272.90155],\n", " [275.4658 , 275.48914, 275.51248, ..., 272.82684, 272.83502,\n", " 272.8525 ]],\n", "\n", " [[287.25116, 287.28503, 287.4777 , ..., 292.61316, 292.6073 ,\n", " 292.60147],\n", " [287.3002 , 287.4847 , 287.56995, ..., 292.6108 , 292.619 ,\n", " 292.6225 ],\n", " [287.36676, 287.55008, 287.5851 , ..., 292.66803, 292.67972,\n", " 292.69254],\n", " ...,\n", " [275.328 , 275.4004 , 275.4915 , ..., 273.0195 , 273.0055 ,\n", " 272.9296 ],\n", " [275.2007 , 275.24744, 275.29413, ..., 272.86536, 272.8607 ,\n", " 272.8537 ],\n", " [275.15402, 275.19138, 275.22992, ..., 272.814 , 272.8245 ,\n", " 272.83618]],\n", "\n", " ...,\n", "\n", " [[288.24603, 287.69022, 287.5863 , ..., 293.02185, 292.75677,\n", " 292.68555],\n", " [288.12692, 287.71356, 287.6762 , ..., 292.9284 , 292.94827,\n", " 293.1094 ],\n", " [288.225 , 287.77194, 287.69604, ..., 293.24487, 293.40134,\n", " 293.5473 ],\n", " ...,\n", " [274.76636, 274.7605 , 274.7465 , ..., 273.41418, 273.413 ,\n", " 273.39316],\n", " [274.63907, 274.6449 , 274.65076, ..., 273.40134, 273.399 ,\n", " 273.36395],\n", " [274.62738, 274.63907, 274.6484 , ..., 273.20517, 273.18063,\n", " 273.1386 ]],\n", "\n", " [[288.4644 , 287.97046, 287.81284, ..., 292.0842 , 292.5466 ,\n", " 292.8023 ],\n", " [288.37097, 287.87704, 287.8023 , ..., 293.07437, 293.3161 ,\n", " 293.36163],\n", " [288.4387 , 287.99966, 287.84317, ..., 293.45505, 293.24603,\n", " 293.13626],\n", " ...,\n", " [274.6986 , 274.79437, 274.87027, ..., 273.4527 , 273.44922,\n", " 273.42703],\n", " [274.61456, 274.73364, 274.84924, ..., 273.46674, 273.45856,\n", " 273.41766],\n", " [274.5445 , 274.64023, 274.73364, ..., 273.31958, 273.29507,\n", " 273.26355]],\n", "\n", " [[288.43637, 288.1246 , 287.9833 , ..., 290.2766 , 290.3817 ,\n", " 290.56387],\n", " [288.45972, 288.03 , 287.9693 , ..., 290.66547, 290.8231 ,\n", " 291.0146 ],\n", " [288.60217, 288.2332 , 288.06738, ..., 291.15704, 291.4443 ,\n", " 291.7514 ],\n", " ...,\n", " [276.2236 , 276.36957, 276.52487, ..., 273.32077, 273.31375,\n", " 273.29974],\n", " [275.86047, 275.99707, 276.12436, ..., 273.3383 , 273.3266 ,\n", " 273.2799 ],\n", " [275.56738, 275.61057, 275.65378, ..., 273.20398, 273.18063,\n", " 273.15378]]], dtype=float32)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds.t2m.data" ] }, { "cell_type": "markdown", "id": "03e99881", "metadata": {}, "source": [ "## Selección e indexado" ] }, { "cell_type": "markdown", "id": "244ecf17", "metadata": {}, "source": [ "Vamos a guardar el datarray anterior en grados Celsius:" ] }, { "cell_type": "code", "execution_count": 4, "id": "5a5cde8d", "metadata": {}, "outputs": [], "source": [ "t2m = ds['t2m'] - 273.15" ] }, { "cell_type": "markdown", "id": "6cd56330", "metadata": {}, "source": [ "Se puede seleccionar un subconjunto de este darray de varias formas. La primera es utilizando la posición en el array, como haríamos con Numpy:" ] }, { "cell_type": "code", "execution_count": 9, "id": "06aacab4", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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       "  * latitude   (latitude) float32 30.5 30.25 30.0\n",
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       "        -0.26593018, -0.2484436 ],\n",
       "       [ 2.315796  ,  2.3391418 ,  2.3624878 , ..., -0.32315063,\n",
       "        -0.31497192, -0.29748535]], dtype=float32)\n",
       "Coordinates:\n",
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       "  * latitude   (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n",
       "    time       datetime64[ns] 2022-01-05T03:00:00
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       "  * latitude   (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n",
       "    time       datetime64[ns] 2022-01-05T03:00:00
" ], "text/plain": [ "\n", "array([[14.0486145 , 14.07782 , 14.214447 , ..., 19.525055 ,\n", " 19.540222 , 19.55774 ],\n", " [14.096497 , 14.203918 , 14.231964 , ..., 19.519196 ,\n", " 19.520355 , 19.528534 ],\n", " [14.115173 , 14.206268 , 14.217926 , ..., 19.532043 ,\n", " 19.532043 , 19.546051 ],\n", " ...,\n", " [ 2.4617615 , 2.509613 , 2.5656738 , ..., -0.1375122 ,\n", " -0.1375122 , -0.17486572],\n", " [ 2.3683472 , 2.4033813 , 2.438385 , ..., -0.2741089 ,\n", " -0.26593018, -0.2484436 ],\n", " [ 2.315796 , 2.3391418 , 2.3624878 , ..., -0.32315063,\n", " -0.31497192, -0.29748535]], dtype=float32)\n", "Coordinates:\n", " * longitude (longitude) float32 -120.0 -119.8 -119.5 ... -30.5 -30.25 -30.0\n", " * latitude (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n", " time datetime64[ns] 2022-01-05T03:00:00" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Lo mismo que antes, pero seleccionando por valor\n", "t2m.sel(time='2022-01-05T03:00:00') " ] }, { "cell_type": "markdown", "id": "d4898971", "metadata": {}, "source": [ "Se pueden seleccionar varias dimensiones. Y también rangos, por medio de la función ``slice``:" ] }, { "cell_type": "code", "execution_count": null, "id": "0fb913f4", "metadata": {}, "outputs": [], "source": [ "# Selección de una región geográfica\n", "# En ERA5 la latitud se almacena invertida\n", "t2m.sel(time='2022-01-05T03:00:00', latitude=slice(30.0, 20.0), longitude=slice(-90.0,-80.0))" ] }, { "cell_type": "code", "execution_count": 18, "id": "5cf4d064", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 't2m' (latitude: 41, longitude: 41)>\n",
       "array([[10.093689, 12.35434 , 13.831451, ..., 20.114716, 20.481354,\n",
       "        20.815338],\n",
       "       [ 9.454987, 14.007751, 15.303894, ..., 20.15326 , 20.38797 ,\n",
       "        20.870209],\n",
       "       [13.017578, 15.704407, 15.413635, ..., 20.62616 , 20.481354,\n",
       "        20.887726],\n",
       "       ...,\n",
       "       [22.17334 , 22.208374, 22.246887, ..., 26.030182, 26.108429,\n",
       "        26.122437],\n",
       "       [22.300598, 22.092773, 22.095093, ..., 26.011505, 26.053528,\n",
       "        26.066376],\n",
       "       [22.319305, 21.984161, 21.92694 , ..., 25.898224, 25.962463,\n",
       "        26.014984]], dtype=float32)\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 -90.0 -89.75 -89.5 ... -80.5 -80.25 -80.0\n",
       "  * latitude   (latitude) float32 30.0 29.75 29.5 29.25 ... 20.5 20.25 20.0\n",
       "    time       datetime64[ns] 2022-01-05T03:00:00
" ], "text/plain": [ "\n", "array([[10.093689, 12.35434 , 13.831451, ..., 20.114716, 20.481354,\n", " 20.815338],\n", " [ 9.454987, 14.007751, 15.303894, ..., 20.15326 , 20.38797 ,\n", " 20.870209],\n", " [13.017578, 15.704407, 15.413635, ..., 20.62616 , 20.481354,\n", " 20.887726],\n", " ...,\n", " [22.17334 , 22.208374, 22.246887, ..., 26.030182, 26.108429,\n", " 26.122437],\n", " [22.300598, 22.092773, 22.095093, ..., 26.011505, 26.053528,\n", " 26.066376],\n", " [22.319305, 21.984161, 21.92694 , ..., 25.898224, 25.962463,\n", " 26.014984]], dtype=float32)\n", "Coordinates:\n", " * longitude (longitude) float32 -90.0 -89.75 -89.5 ... -80.5 -80.25 -80.0\n", " * latitude (latitude) float32 30.0 29.75 29.5 29.25 ... 20.5 20.25 20.0\n", " time datetime64[ns] 2022-01-05T03:00:00" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# También pueden encadenarse. El resultado es el mismo:\n", "t2m.sel(time='2022-01-05T03:00:00').sel(latitude=slice(30.0, 20.0).sel(longitude=slice(-90.0,-80.0))" ] }, { "cell_type": "markdown", "id": "0e2a6a75", "metadata": {}, "source": [ "Si el valor específico de la dimensión no está en los datos se puede usar *method* para que busque el valor más próximo que sí esté en los datos:" ] }, { "cell_type": "code", "execution_count": 81, "id": "d01ab937", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 't2m' (longitude: 361)>\n",
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       "       23.770721 , 23.8396   , 23.933014 , 24.055634 , 24.150208 ,\n",
       "       24.229614 , 24.454987 , 24.272827 , 21.787994 , 20.105377 ,\n",
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       "       23.509155 , 23.648102 , 23.649292 , 23.671478 , 23.745026 ,\n",
       "...\n",
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       "       23.679626 , 23.674957 , 23.622437 , 23.53601  , 23.517334 ,\n",
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       "       23.83377  , 23.84311  , 23.854797 , 23.888641 , 23.909668 ,\n",
       "       23.923676 , 23.880493 , 23.825592 , 23.811584 , 23.829102 ,\n",
       "       23.808075 , 23.72168  , 23.622437 , 23.512665 , 23.409912 ,\n",
       "       23.325836 , 23.216064 , 23.110992 , 23.087616 , 23.042084 ,\n",
       "       22.962677 , 22.901978 , 22.800385 , 22.751343 , 22.713959 ,\n",
       "       22.661438 , 22.626404 , 22.58786  , 22.565674 , 22.593689 ,\n",
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       "       22.450073 , 22.420868 , 22.429047 , 22.452423 , 22.489777 ,\n",
       "       22.501465 ], dtype=float32)\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 -120.0 -119.8 -119.5 ... -30.5 -30.25 -30.0\n",
       "    latitude   float32 20.25\n",
       "    time       datetime64[ns] 2022-01-05T03:00:00
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Aquí vamos a dar unas cuantas \"pinceladas\" y mostrar algunas de sus capacidades, pero xarray puede hacer muchas cosas más. Si se quiere profundizar más se puede consultar esta página: https://docs.xarray.dev/en/stable/user-guide/plotting.html.\n", "\n", "Xarray tiene una propiedad muy interesante a la hora de pintar un gráfico: intenta deducir a partir de las dimensiones de los datos qué tipo de dibujo queremos.\n", "\n", "Por ejemplo si eliminamos la dimensión temporal, ``plot`` representará un mapa:" ] }, { "cell_type": "code", "execution_count": 54, "id": "216b7678", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 54, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "t2m.isel(time=0).plot(size=4, vmax=30)" ] }, { "cell_type": "markdown", "id": "8a02d856", "metadata": {}, "source": [ "xarray hace buena parte del trabajo por nosotros (añadiendo por defecto etiquetas y la barra de colores). El ajuste de la escala de color es automático, pero podemos usar los argumentos *vmin/vmax* para ajustarlos.\n", "\n", "Observar que al ajustar el nivel de temperatura máxima vmax=30, la barra de color indica que hay puntos por encima de ella acabando en un triángulo, en lugar de con un rectángulo" ] }, { "cell_type": "markdown", "id": "6217cf33", "metadata": {}, "source": [ "xarray ofrece una gran versatilidad a la hora de pintar gráficos. Por ejemplo, con el argumento *levels* podemos elegir pintar intervalos de forma discreta:" ] }, { "cell_type": "code", "execution_count": 21, "id": "103393a5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "t2m.isel(time=0).plot(size=4, levels=8)" ] }, { "cell_type": "markdown", "id": "87cab852", "metadata": {}, "source": [ "No solo podemos eliminar la dimensión tiempo, también las dimensiones espaciales.\n", "\n", "Vamos a ilustrar esta funcionalidad con dos nuevos ficheros de ERA5, que contienen información sobre el huracán Karl (https://es.wikipedia.org/wiki/Hurac%C3%A1n_Karl), que afectó a México entre el 14 y el 18 de septiembre de 2010. El primer fichero contiene información de superficie, y el segundo tiene información en la vertical, en las tres coordenadas espaciales (latitud, longitud y nivel), y en el tiempo:" ] }, { "cell_type": "code", "execution_count": 3, "id": "6752fee1", "metadata": {}, "outputs": [], "source": [ "ds_karl_sfc = xr.open_dataset('/MASIVO/pn31/curso_PIBM/era5_karl2010_sfc.nc')\n", "ds_karl_lev = xr.open_dataset('/MASIVO/pn31/curso_PIBM/era5_karl2010_levels.nc')" ] }, { "cell_type": "code", "execution_count": 47, "id": "09b4d7df", "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: 121, latitude: 121, level: 16, time: 40)\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 -105.0 -104.8 -104.5 ... -75.5 -75.25 -75.0\n",
       "  * latitude   (latitude) float32 33.0 32.75 32.5 32.25 ... 3.75 3.5 3.25 3.0\n",
       "  * level      (level) int32 500 550 600 650 700 750 ... 900 925 950 975 1000\n",
       "  * time       (time) datetime64[ns] 2010-09-14 ... 2010-09-18T21:00:00\n",
       "Data variables:\n",
       "    t          (time, level, latitude, longitude) float32 ...\n",
       "Attributes:\n",
       "    Conventions:  CF-1.6\n",
       "    history:      2023-09-02 17:34:50 GMT by grib_to_netcdf-2.25.1: /opt/ecmw...
" ], "text/plain": [ "\n", "Dimensions: (longitude: 121, latitude: 121, level: 16, time: 40)\n", "Coordinates:\n", " * longitude (longitude) float32 -105.0 -104.8 -104.5 ... -75.5 -75.25 -75.0\n", " * latitude (latitude) float32 33.0 32.75 32.5 32.25 ... 3.75 3.5 3.25 3.0\n", " * level (level) int32 500 550 600 650 700 750 ... 900 925 950 975 1000\n", " * time (time) datetime64[ns] 2010-09-14 ... 2010-09-18T21:00:00\n", "Data variables:\n", " t (time, level, latitude, longitude) float32 ...\n", "Attributes:\n", " Conventions: CF-1.6\n", " history: 2023-09-02 17:34:50 GMT by grib_to_netcdf-2.25.1: /opt/ecmw..." ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_karl_lev" ] }, { "cell_type": "markdown", "id": "0e2be9b3", "metadata": {}, "source": [ "Esta es la zona representada:" ] }, { "cell_type": "code", "execution_count": 50, "id": "d68cf634", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 50, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Pintamos el parámetro lsm, la máscara de tierra\n", "ds_karl_sfc.lsm.isel(time=0).plot(size=4)" ] }, { "cell_type": "markdown", "id": "66dc91a1", "metadata": {}, "source": [ "Si seleccionamos la dimensión tiempo y la coordenada vertical en el fichero con niveles volvemos a obtener un mapa:" ] }, { "cell_type": "code", "execution_count": 6, "id": "ad4871aa", "metadata": {}, "outputs": [], "source": [ "tem_karl = ds_karl_lev.t - 273.15" ] }, { "cell_type": "code", "execution_count": 47, "id": "3a49fb2f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tem_karl.sel(time='2010-09-17T03:00:00').sel(level=800).plot(levels=9)" ] }, { "cell_type": "markdown", "id": "af4211f8", "metadata": {}, "source": [ "¿Qué ocurre si eliminamos otra coordenada, por ejemplo la latitud, en lugar del nivel? En ese caso obtenemos un corte vertical a lo largo del paralelo elegido:" ] }, { "cell_type": "code", "execution_count": 86, "id": "ef3c64a5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 86, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tem_karl.sel(time='2010-09-17T03:00:00',latitude=22.0).plot(size=4,yincrease=False,vmin=-10,vmax=30)" ] }, { "cell_type": "markdown", "id": "8c4fab9a", "metadata": {}, "source": [ "Si eliminamos otra dimensión más, por ejemplo el nivel:" ] }, { "cell_type": "code", "execution_count": 87, "id": "2572eceb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 87, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tem_karl.sel(time='2010-09-17T03:00:00', latitude=22.0, level=800).plot(size=4)" ] }, { "cell_type": "markdown", "id": "ea574aef", "metadata": {}, "source": [ "Podemos utilizar los objetos Figure y Axes como hacíamos en matplotlib si queremos tener un mayor control sobre el gráfico:" ] }, { "cell_type": "code", "execution_count": 45, "id": "16c3d34b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Mapa temperatura a 2m el 17 de septiembre de 2010')" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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+HcMWITIYXVgYPdRhdBFN8s6Tz/YQSj8MuPaY1AdlAa8efSIPPReee650kQg/Hrxf/JQXth6ihNFFNDGevA+mXeq2sFXjxOjCwuihDqOLaJIXnrwWakIPfl5lWc7i8ronN2mZE3nwUYqt50IXbnH3+Lh62H0yuWoT+YDRRTQxnrwPpImkPqiRYHRhYfRQh9FFNMkLT94NZ5bJedTPJBgEwx4dGWj5yYiSFw+51YXbqJqoEGabiBpGF9HEePI+mHv3+2GLEBmMLiyMHuowuogmeefJx+eJd24L2qOvWpjbLJRR896d5FoXmRLUGPl800OQGF1Ek7wz8l5I9EBH7VU/EVE27mGQjayRzgVCDIbGhAnX+GDgjceFLUJkMLqwMHqow+gimgTmyYtIEfAh1jJXzYAXVHWsiPQAngX2wVr38AJV3em13NhQSmfYxssEqWx48VXz1tKmV/va7148w3x5e/BLvC6yhXP4aOyNJt2l+dI53i9B6SEfMbqIJkF68jXAsap6EHAwcLKIDAHuAO5V1d7AZuDiAGXIKisnzwtbhMhgdGFh9FCH0UU0CcyTV1XFWvEEoMD+KHAs8BN7+0TgFuARv+Wn8t69eNBuXqNXTHzXwm3illddpkrbEL9/0prBab8ZmftlaKwE2vFqL3k1C+gNPAQsBapUdbd9yCpg3wTnjgZGAzQpbsGasQ8C0PqEIyjo0pFNT74KQGGfctqecwprb7V+J6SwOZ1vGs1n499h6/JNAAy6+SQ2TF/BqrcXANDznEEU7VPMLVfMAaBiaAm7Tx/I9KtfBqB5SRGH/WkEs8e9yfavtgBwyG2n0rKsDVNHP2fVe/JJSEEzql54G4AWB/ej9XFDWH/3EwA0bVdCx6suYNZvJ7Njw3YADr3zR6x8ZQ7rPqoEoO8lR7Bn524WT/wEgC5H96bs+D7M+t3rABTvW8KgsScz4/pX2bmlGoAh953OkqdmsnHmlwD0v+JIqr/ezrJnZwPQ9cR+dBjSndm3vmXpq0c7DhpzAtOvfJHd1Zbahz58NgsencamOZbBHPDro9i2YjOVL1n66Da8gtKKzrWpY0v7dmTAtccw7dJJ6B5FmgjlZwxk7t3vM3/ZcgAuHt+LpbO3MWXSOjbtWkr5GQNp1b0tc+/9AIB2A8vod+kwPrr8eQCaFTVj5PPdeezGJXy1+FsALr1nfz7/sIppr2wA4JSLyyjt2Jxnxlv6anLQTnqfPzjlfVr97iLWTFkCwP6jDqVJ82asefClpPdp/f1/57tNVhm97z/F833atWUHs8e9Gdn7NOzRkcy9+/3akS8DbzyOqnlra71uL/dpyANnenqedm3ZwdTRz9F+8H5p36eFj30MQKeh5XQ7bSCf3PCadd86FHPI7cM9PU+GvRHL4Q64Emsh25eB3wNP2KEaRGQ/4A1VHZDs/JJ+nfTICT/Oulx+0wdUfbGW0gMSL4wQZNKsVPjNGT9pzeDac9IZzTN4/fv0PKh1wrK9kE6ee7/58pPJksq793IPU7WJxkRUdPH6UX+epaoZDVEbfFCRznirW8rjmnZZnLSuJH2TTwODgV3ADOAXqrorE5kTkZPRNfZ6hu8DRwClIhJ7g+gKfJULGbJBzNsxwJPjloctQiQwbaIOowtXEvVNPg30Aw4EWpCPC3mLSAdgl6pWiUgL4ASsTtf3gbOwRtiMAl4Non4vXqrTm/V7rhthjKRJd9WnROvIernmkV1mcktatWZONle5MmPnDUGTqG9SVV+PHSMiM7Ac3kAIMibfBZhox+WbAJNUdbKIzAeeFZHbgNnA49mqMJmxcnuYK8pXJ83dHl9eu4HRMAhBLu7t1tnptq/P4DaByZBNUv1gZ/rDHJU2EQWMLtyJ75tU1f849hUAFwBXBVV/kKNr5gCDXLYvAw4Lqt4g6XfpsLBFiAw/vqF72CJEAtMm6mhIuvh6TzP+vtXLmP/F7UXE6RlNUNUJziNU9Tvg4FjfpIgMUNW59u6HgQ9V9d9ZEdyFvE1rkE4nZ2wCVWz4pZ9c9CO7zOSWM+Zwy0sD6+3LVRqCID14v3X+YeTnrrqIKpkMl03GR5c/TxCDAvKRRqqLjV47ee3Q9fvAycBcERkLdAB+EaSAJq2BwWAwBISIdLA9eBx9kwtE5OfAScC5qronSBny1pN3I2iPurCF+29iJhOCUhGG9+6FRLqA9Duu85FmRQ3qEcoIowtXEvVN7gZWAB+LCMBLqnprEAKYu+KDMU8nHc7fqDC6sBjywJlhixAZjC7qk6RvMme2Ny+MfHVNQdK1PWP7ksXX3fLQ++WxG5dwyR29My7Hjah67InwoouRXWb6nryUb3w2/h0OGnNC2GJEAqOLaGJi8j6ITb83GF3EiE31NxhdRJW88OSLCnfVm7ji5r0nndjiktCsonx11r3KIKf0GwwGg1/ywsjHSGTQ3cI0QcxkvPSe/bNSTkMw8NnSRb4z6OaTwhYhMhhdRBMTrvHB5x9WhS1CZDC6sNgwfUXYIkQGo4tokleevJNUk5hi+1N59MnSGsQz7ZUNnHBhl5RlJSJTDz5Z+UG9HSTK75NKFzHchlP60XkQZHOI56q3F1B+1kEZl9MQMLqIJsaTNxgMhgZM3nryQXJB640A9XJXnHJxbhMw+fE0s+Ude63Try4aQj+EGz3PqTcEutFidBFNjCfvg9KOzcMWITIYXVgU7VMctgiRwegimjR6T97Nw0yUfe6Z8ZVpJeVKZ9WmoOvItJx0dREmQaRZmP/Q1MaYlMsVo4to0iiNfC4X9/BqNDM1QGF3ZkadxpBHx2Bww4RrfFAxtCRsESKD0YVF+8H7hS1CZDC6iCZ558n7XbQ5ldcef06y8n94WfIVuqLgRSdaySnbpNJF1HDLo5Mot44fep9v3hBiGF1EE+PJ++CPF8wLW4TIYHRhMf3ql8MWITIYXUSTvDDyziyUk9YMzlp8dV5lWe0nRvyknaBjuUHWkQv58wU3PRjdGBoDeWHko0KrtnkX3QoMowuL5iVFYYsQGYwuoknePamZxJndUhy4xezjPbzY9263DQbCj7v7JVFqgky47vH+WS3PC35y0+fKSz/sTyNyUk8+YHQRTYwn74PZ494MW4TI8PDVi8IWIRKYNlGH0UU0yTtPPpk3lyrxVLzX7ozHexk7v/2rLUxac/JedfmR2XlOruPB2R5Hv35ldcZlZHvSVxgx9u1fbcl5nV4Ict3hRERVF42dvDLyicItyYZBJmvYfiZFjewyk/kF2yMxTDIVyR7wMDJZJpIlk3PdZM21YYtvE2F25Hq5d2E6GUESf+2vhySHGyKyH/Ak0AlQYIKq3i8iBwOPAkXAbuByVZ0RhAx5ZeTD5lcP9Q1bhMhgdGFh9FDHIbedGrYIUWQ3cK2q/ldEWgOzROQd4E5gnKq+ISKn2t+PDkKAvDXyybzwRB2NXleLil/0u7pnDZMYzNL/N4sx16o/QUnudWbqUcWXnag8L/X5mUj1n8kbOfWSfb2KGRpBedmxcp16yMbkKj91Z6uMbMm8+t1F9PrJIVkpKxX58EYNoKprgDX2/1tF5AtgXyyvvo19WAkQWK6VvDXyYbBmyhK4tlfYYkSCGW98nRdGPmiMHupYM2VJzox80GzaVezxx+/j9iLi/MWZoKoT3I4UkXJgEPAf4GrgLRG5C2sAzNDMJE5MYEY+SSzqFuASYIN96E2q6jmM5jWOnizFQcyjj/fY4ylZGvPaC5lHGdU1BVnvwEzlaTr3e+109JOqIVV5+eIxpSJbnmsqfXh9c2goek1GEH0kEdTbRlVNeVEi0gp4EbhaVb8RkduAX6vqiyIyEngcOD4IAYP05BPFogDuVdW7Aqw7EEpGHBu2CJFhxBX5lbsmKIwe6th/1KFhixBJRKQAy8A/raov2ZtHAVfZ/z8P/DWo+gMz8kliUb6RGqFoWSHVPWuyKSJAvTLdvPuSpUp1T5CC5Opyett+PWE3TzPVuV69okxHs7jJUVCY/hSLTOLk2Y5HZ0oiPYQxhDEMnNc5t3MVA7psykld+YKICJaX/oWq3uPYtRo4CpgCHAssDkqGnMTk42JRw4BfisiFWNNHr1XVzS7njAZGAzRp0ZLKCfeghUrJuQfQqntb5t77AQDtBpbR79JhfHT589YFFTVjyANn8tn4d9i63Gpwg24+iQ3TV7Dq7QUAND/uOJqWtGbtE6+jhUpRRW9KfnQM68Y/htQITVsWs9/5v2DJv/9O9VZrKcC23zuPrx9/kan/sKZu7391WwoKm/DCPSsBOPiYttQcX8EtV8wBYEfpWg65fTj3X7aAzet2AnDNXw/gX0+v5dP3rcs965pu7KrZw6sPrQLgsFP24fDh7Zk6+jkANvb6jsvv68NdF89n5fqlzC/Yzm/+XsE/HlnFvI+2sGnXUvpfcSTVX29n2bOzAeh6Yj86DOnO7FvfAqB1j3YcNOYEpl/5IrurdwMw9OGzWfDoNDbNscJXA359FNtWbKbyJUv2bsMrKK3ozJw73rOu5XvCqHE9ufWsz9mzR2nSRNizR5n1ziaWf74NgIvH92Lp7G1MmbQOgOPP70xZrxY8OW45AH0Gt+HHN3TnDyM/B6CwRRN63TU46X3qec4givYpZv5DUwErlW31dU1rk6O1atuM6x7vz8NXL6odt/+rh/ryn8kbmfHG14Dlacffp2PP68w9P//Cuq+dmnPVI/3Suk9/vmIhq5fs4OBj29bep22bLR077xPAuWPKWb1oUe19ant2Sw78QSmPXmM92/vu35JL7ujN+PPmUrNjDwC/n3Qgz925gkUzvwHgwrE9WL10B+8+tRaAo0d2otegVjw+ZikAPQ5sVe8+3fzCgUwcuyzpfaoqXZv28zS/YDunXFxGacfmPHD5Qsp6t6BiaAk/vKyr631asNSS9ZDbTmX1u4usfi6st4AmzZux8LGPAeg0tJxupw3kkxteA6BFh2JG/q2zp/sUMYYBFwCfi8in9rabsELW94tIM6Aa29YFgaj6Hy3iqwIrFvUBcLuqviQinYCNWHH6PwBdVPVnycooKttPy0dfk9KTTxavT3dkjZPKCffQ+Y9XADDuiNdqt3sde+519EpUPT6nzLecMSdrK0N5vd4oenJe9OAnHUOuyWb/RLq6SLe+RFzU5+NZXuLkySjp10m9rHL1+lF/zriuoAnUk3eLRanqOsf+x4DJmdThDOM4DXm8wXd+dzP4qTphAVr1qaj932s+mESNOqyOzUxCJc5zDj7my6zJlK4MEL6xPPiYtimPyeYwzmytFxCEsfWii2zWZ/BGYLlrEsWiRKSL47DTgblByZBtSg8dFrYIkeHY8zqHLUIkMHqow+gimgTpySeKRZ1rT+lVoBL4RaqCmtbUdX664TZ5Kd5bd3ry8UMp489NVP6qpyfUhmucZMs7ji8v1XF+iC8z04k7vxu1cq9Fm3PhbSXKCR+mp3fPz7/wHLZKp3M9/vhE2zJ5q/SCl/L96CKTegz+CHJ0zVRAXHZFKbWEwWAwNGjyYsbrd4WwpZfb74V35lWW+fbgnfuKlhVS0Ka01qufRxmT2Nsby3TCTTIvJh3PO8jO3RYdiuuVl64XlulbRZgTt9p2au77HLeJa5nmxc/FCmYxEsnqRReJ7rXx4IPD5JP3wb7nJB0E1Kg45PbhYYsQCa56pF/YIkQGo4tokheefAxn7D2diVFeh1Em4qtn/1Zr6IuWWakOgFqPPmi8JCPLlUc067eT6xn6bMSZ8437L1vg27jlq9eaSu50dOGlXENmGE/eB7u+qQpbhMiwY8P2sEWIBLGJOQaji6iSV568k2Tj2lOlQEgWm0+HbIyDTsebyacx9rmgoSVVayyEPUKqoZO3Rj4TnMY92Y+F84eiumcNHW4aZc3VjdsXVaOXjHQ6O53HH3rnj1IeF1b+lkSdhF7q9mtsrvnrAb6Ob2g473Vj10VUMeEaH2x9b3rYIkSGla/MCVuESPCvp9eGLUJkMLqIJnnhyWuh1g5jjOH0pN0mQ7lt80qiY3d8uoDq0+tSPsfCPg117cxkrPuokv0vOrz2u5sO3F7Dc7V6UrwsQR0/9e2lnPYrX6fkLak6+j99fzOn/Wo/32UYgsV48gaDwdCAyQtPPoabh15Rvrp2KGNsn5dkY4mOS+bxl551Ysoyva65Gk+uOp+y5Un1veSIeuWmkzs/nnzz9PpecgST1nQDTIfvWdd0c92eb/e0oWE8eR/ort1hixAZ9uw0ugCjBycRzOVuIM88eajvaTtHyiRLLpbOylKxc6t71lBRvpqp//sWLb/X31cZuY5Bu5Gt+p2e6pUTl9Jp2N4Z47JRT771byye+EmtHlKt0xsjW+mCwyZe9lcfWsWg49rVfg/i/plhsv4xnrzBYDA0YPLCky8q3GXF3rM0eSlpXUlSJ3Q5ujfVLufkq3fhdXKTmyfa5WhvCeOC1o2fN6Ug+gK6HN075THJyo5S23FrD37kOuyUfbIuUzze+rw+DlyOfCIvjHyMdAx9thb/nldZxu6+LfdSmN+OxlSGxO2Bz4YRSHVuOrlmyo7v40sGvz8kqeTKRu5+Z/nOe+S18zzWJuBb37KETaqMp+lw+PD26YrjiXwI38UjIvsBTwKdsNbQmKCq9zv2XwvcBXRQ1Y1ByGDCNT7Y8MBTYYsQGWb9ziwLAKZNOPnzFQvDFiGK7AauVdX+wBDgChHpD7U/ACcCK4MUIK88+VyTKutlUOuNRmkFpKh5T/HypNJLqlCJ22SteBKlZ6goX83mwl2pRPaEW4gkSN17TT2RqzbnRZ4oDGLwi6quAdbY/28VkS+AfYH5wL3ADcCrQcpgjLwPmnUKPuaYLxTvWxK2CJHA6KGOjt2KwhYha1TXFHgNDbcXEecv0wRVneB2oIiUA4OA/4jICOArVf3MWg47OIyR90GHy8/d63usETjXj40n3zwPrwwae3LYItQjmytneT135KPtgewmYoty2odkXH6fv36aZKRa0zZCbFTVlIKJSCvgReBqrBDOTVihmsAxMXkfrLvrb2GLEBlmXB/oG2becNfF88MWITIYXbgjIgVYBv5pVX0J6AX0AD4TkUqgK/BfEekcRP155cl7HVmTzLN2luOWJiERRcsK0Y079pogFU/QCbmiNNxu5xa3waTBkkiPyUYlOQlCb9s2u894zbdJXYnwE59PpIt064snH3UqVizmceALVb0HQFU/Bzo6jqkEBpvRNQaDwZB/DAMuAI4VkU/tz6m5FCCvPHmvzKssq+fNJ3oLiHnkXjz6bhddUfu/8/hYgjRIvt5rtkZNePVc4+vNJkPuOz3rZWaKUy+5etv5zd8rclJP2HjRZ0wX+eJl5wJVnQok7VlV1fIgZcgLI++jp7uWTCZNJTL4X3/4Dh2OH15vu5vBdwsZZbvx5yLDZaJw05KnZtJv9NC0yvRLlI3GPx5ZxdnXdU96TLqZSTMh28MNvbQhL7pIhyiEJ/MZE67xwfZli8IWITJsnPll2CJEgnkfbQlbhMhgdBFN8sKTzwSnR+3Vu/cTwokndo4zhJOqIzgXeO20DctrDmpiWRRJdG3Z9ryT1ZeNfD/OcoK8X1EacJCPGE/eBx1PGhG2CJGh/xVHhi1CJDh3THnYIkQGo4toEpgnnygxj4i0A54DyoFKYKSqbs6krmTDGr1MWEpUnpOSpcruyi2U7FaPpXiL0+eabHlF1V9vz4Y49cg3b61q/c6slBPEG1Q2dJlqKKrz/2zpIll98dui3F8TFYL05BMl5vkN8J6q7g+8Z3/PC9bMnxK2CJFh2bOzwxYhErzxePg/3FHB6CKaJPXkba87Iaq6Kcm+RIl5RgBH24dNBKYANyarJxv55OdVliWNsSdLSVyy1Kv3nuic4OP0YQ6nDBrjtWWPbOjQxMjzi1ThmllYoRYBugGb7f9LsdJj9vBSiTMxD9DJ/gEAWIsVznE7ZzQwGqCgdSFTRz9HdU0BrU84goIuHdn0pDWtvrBPOV0OP40Vf70fLVSksDmdbxrNxseeZ9eqdQC0v+wcdsxZyNp/fQpAu6HH0Kx1G9a/ZZVR3LMPxRf+gHXjH7OU0rQV+53/C1a/8CQ7N22kaQ3sf9RFNG9RwtzX7wVg3wNPoEnTAr781Eq527Zrfzr2GcbCf1llNG9ZQp+jf8aiKX9jx3vWqIMON41i63vT2fHpAjYX7qLvJUewZ+duFk/8BLAWoCg7vk9tGt/ifUsYNPZkZlz/au0M0yH3nc6Sp2bWjm7pf8WRVH+9nVtenAPAsNM6sP2AKmbf+hYArXu046AxJzD9yhfZXb2b+QXb+f2kA3nuzhUsmvkNABeO7cHqpTt496m1bNq1lG7DKyit6MycO94DoLRvRwZcewzTLp2E7lGkidD1xH7Mvft9qhauB2DgjcdRNW8tKyfPA6D8jIG06t6Wufd+YOl8YBn9Lh3GR5c/b+m4qBlDHjiTz8a/w9bllq8w6OaTeOedNUx7ZQMAp1xcRmnH5jwzvhKAJgftpPf5g5l+9cuWjkuKOOxPI5g97k22f2Xp+JDbTuX1yV8x442vARhxRVcKCpvwwj1WNteDj2nLsed15p6ff2Hdt07NueqRftx/2QI2r7PCDdf89QD+9fRaPn3fiiKedU03dtXs4dWHVgHW4hiHD2/Pn69YyDdf7+Lhqxdx+X19uOvi+bWzPn/z9wr+8ciq2hEn544pp2r9zlpvd9hpHTjwB6U8es1iAHZ13bzXfQIY+vDZLHh0GpvmWOcM+PVRbFuxmcqXrHud6j4tKPyWm184kIljl7H8820AdL2mPCv3acP0Fdzy/py97tM3X+/iljPmeL5Pq99dxJopSwDYf9ShNGnejIWPWQt+dBpaTrfTBvLJDa8xv2B7wvu0+In/sO4jq33EnifD3ohqai9VRB4DXlbV1+3vpwCnqeovPJzbCvgAuF1VXxKRKlUtdezfrKptk5VR0q+THjnhx4D7CJl4D91PugLnOW5l1cqwVKn+ZgNFbTrU27ell9Qe44UtvaTem0Omnn26qzzF49XT276qiuKupZ6O9UM2FgrJpYe5tnIHnctbZFxOLtIwJFv8BDJvg9tXVfHTQ5cEsqZwItzqev2oP8/ykjQsGYU9umqXcb9MedyKUWMyritovHa8DlHVS2JfVPUNEbkz1UkuiXkA1olIF1VdIyJdgPV+BI41xFQLeMdvS2X0vfwoLJn6FANO/bUXMZNi/RhY9fU6djmQfl6OsEIZs299i9gPr1+SDelLllc9ivnEH71mMbe8NDDt83OZuz1RG3N7pty2JaOifDWzb32L4jTaRKbZQKPWJqKG147X1SLyOxEptz+/BZL+7Lsl5rF5DRhl/z+KgBPmGwwGQ2PGqyd/LjAWeNn+/qG9LRmxxDyfi8in9rabgD8Ck0TkYmAFMNKPwDGcnkYyT6SW8uShnmQdr7FjWpa6ZwJNp2M2nnRSD4TZ8fVdh66uOYLSJRtrjoahj333b5nR+WHdw1RvgPHPSqpV0uZVlvFdh65ZlNCQLTwZeXsUzVV+Ck6RmOc4P2VFhZ5DU/2uNR7aX3J22CJEgkvu6B22CJHBahNmGGXU8GTkReR9rFE2e6Gqx2ZdIp84PclUcUQ3r9PLRCXrmEJWPvEgB37fykQZ62x1UrJUXbc793shkZcV5PR0v6z93wl0vml01jrtvBK1YXvjz5vLmKcHpH1+lIYjek0B4vb2W1G+mulXvggPnOm73kzXLzZDbJPjNVxzneP/IuBMrMlOjYo9O4OZ0ZePaI3RBUDNjj1hixAZYkM/DcEgIm1w2Oxk85SceA3XzIrbNE1EZngXLzPaFWz3ndQp3hNJ5GnGb0/VWx/z1N1H9LifE/N8knn5UN+rix8NEdS6oel4UX4nqEXBUw2bKHqabu3d7Z66peIuWlaYtC/LD9l4o4md+3pWJIoOIvILYBxQTV1ERYEEFmdvvIZrnDNfmwCHAI1umfruP/fVLdGgGfqwickD/H7SgWGLEBlMmwiM64AB6S4P6DVc45z5uhtYDlycToXZxus4WT8jQeot8sBg5lHGpqcn0+68+ouGpMJL6uJcpJ9NRDp1LHh0Gv1/+f1IJF0Lk+fuXMFPbir3dGyy2HG2J0Olc0/dPHjX+1vufk6sTWRCOnI3grfEpcC36Z7s1cgfoKp7rdwsIv6TrQeEm1H2SnzDnoR7J1BF+Wqmrli813cv5TlxM/a1x3fxLHIkiE21b+zEUkMEQaYdkn5xHZjg6Fh3+5FynuO1TbiV01A7T7OUjXcM8JGI/AeojY+p6pVeZPA6Geojl20fezzXYDAYGivZyMb7F+BfwHSsqErs44mkuWtEpDNW5singJ9QN+69DfCoqvbzWlEm9DiwlWYydRy8d9A6ifdsqr5YS+kB7hOikpXlllsnVV1RJ5Uu4mmor9TLPttKz4Na+z7Pr8calP6yFR6ZtGYwVV+sZfSxq1KWnW5OGq9lXdTn48jmrhGRV4EH7c/RjvQuU1S1b4JzZqvqIK91xJMqXHMScBHQFXCmJtiKNXu1UbFtxWZfhq0hY3RhsXrpjrSMfENk24qM1v6JFFIjXpMcthcR5y/NBFWd4FpmGtl4bd6ws/L+g73DNZkPoVTVicBEETlTVV/0UmBUSdRBGz+Baq94OXt75mueeYkt/TKfrOsceuZcEzafvPnKl+bQ9eQDUh7XUD34GO8+tZYjz+iYlbKSxaqDIlsd/iO7zOSWf8yBnw7ca1u25YogG7148nY23heBq1X1Gyu1l4WqqogkmykZm2o/xrEtO0MoReR8VX0KKBeRa+L3xyUeMxgMBkMcmWbjVVVP63YkIlW4ptj+28qt7kwqjhq1Hr3De49/XWs7YGjKVzgvwyXd9hctK4zUWrCp6Da8ImwRIsHRI5O9ZSfGS0K2RBPgcuHlplNHurpoyHjIxvtHkmTjtWe5dlDVpXHbB6rqHC8ypArX/MX+911VnRZXyTAvFTQkWnTtHrYIkaG0wsTjAXoNcvN/GidGF66knY1XREYC9wHr7beBi1T1E3v3E8D3vAjgdZz8n10KdNsWabyMxd0rSVN8TH7iM7j1uDu9cr8rUsVwLiSSrbVg/a6J66euOXe8l/aiIQ2Jx8cszWjRECde4uBRjlVnUxcNhQyz8d4EHGKHdA4D/i4iY1T15SRl1iNVTP4IYCjQIS4m3wZo6rWSqOC3Myne6G2287XEiBnRVPk73Ax/LCNlLJ+NM6+NM8tfsiyPfoy4mwzxcifNx28InCgbcEMoNI2NwFHVGSJyDDDZnmDlOVyeajJUc6x4fDOgtePzDXBWOlLnM6V9szOKoiFgdGHR40AToohhdJF1topIr9gX2+AfDYwAPHeKpYrJfwB8ICJPqOqKNAWNDPXSH/j07Adce8xe3714u35DJpB45Z1se9deVsVKRLwuIHsLQucTo8Z5GsXWKDC6yDqXAU1E5A5VvRFAVbeKyCnAAq+FeE1r8K2I/ElEXheRf8U+aQid10y7dFLYIkQGowuLW8/6PGwRIoPRRXZR1c9UdTFwQtz2ncB2r+V47Xh9GiuZznDgUqwhPxu8VhIVMk1+pHv8jxqtKF9drwO3aFlh0tzyiVbecS3bw5uCU4Z0O4bjiddFEG8a+cCeNNpEQ8XoIruIyGXA5UBPEXEOl2wNTHM/qz5ejfw+qvq4iFzlCOF8kvKsBoY08dyh3eAxurBoYvRQi9FF1vl/wBvAePZOYLbVa0oD8G7kd9l/14jI/2Ct1tsuyfGRIZupS4c9Wm8oqyfiUydU96zx7FGn8o7j97t59k4v222yl/PNwas3Hq8Lt/Maw2iRm18wi4bEMLrILqq6BdhCXVqDtPAak79NREqAa7FWKfkrcHUmFecjc+9+P2wRIoPRhcXEscvCFiEyGF1EE69rvE62/90CHAMgIlcHJFM9Nu0q9r2AQhCLD1QtTJhewhNOjz5+REu21stMFKePH/nilMF1EZM4meNJpotsefDJ1v3MZRKvZCz/fFtodUcNo4to4jVc48Y1WFNuc0ZDWTUm1ZJq2SrfabCd2S4T4TT2sR8Az0vCOcj2fUpVXvz+xhAmMhi84jVc40aj62UZeGPmaYYbCkYXFheP75X6oEaC0UU0ycSTb3TjparmraVNr/Zhi+EZtzw8yTp8Y6kWLBJPlJpXWcbWD1fRuml2hk2mM2EsWb25XBt16ext7Ne3OPWBjQCji2iS1JMXka0i8o3LZyskee+3zv2biKwXkbmObbeIyFci8qn9OTVL15ETVk6eF7YIkWHblBlhixAJpkxaF7YIkcHoIpqkSmuQybpmT2CtY/hk3PZ7VfWuDMo1pEH8EEo3j95tgpbbKlbVPWsoikvW5kaiCVLpeO5+yUacPiqduwZDJmQSk0+Kqn4IeB6wnw+Un2HSqMYwurA4/nyTVz+G0UU0ySQmny6/FJELgZnAtaqaN6v/tureNmwRMsbp0cc8c2csPlm6BWd8fn1BH7bEeepehm6GhZ84vZ/RQWW9WqQrUoPD6CKa5NrIPwL8AavT9g/A3cDP3A60VycfDVDQupCpo58DLA+yVfe2zL33AwDaDSyj36XD+Ojy5wFoVtSMIQ+cyWfj32HrcutFYtDNJ7Fh+gpWvW0lbut5ziCK9ilm/kNTAWg/eD96nz+Y6Ve/DEDzkiIO+9MIZo97k+1fbQHgkNtOZdbvXqdwH6tjaf9Rh9KkeTMWPvYxAJ2GltPttIF8csNrALToUMwhtw9n1m8ns2ODlUvo0Dt/xMpX5rDuo0oA+l5yBHt27mbxRCtDRJeje1N2fB9m/e51AIr3LWHQ2JOZcf2r7NxSDcCQ+05nyVMz2TjzSwD6X3Ek1V9vZ9mzswHoemI/Ogzpzuxb3wKgdY92HDTmBKZf+SK7q3cDMPThs9n09GR2fm4lFu110Jns2LKOdQun8l0hlB5yBC26dmfNq88CUNBvX/a56DTWjHsI9ig0EdijNO/RlamrlwPWaJutH66qjdW3PuEICrp0ZNOT1qpmcmiH2vtUXVOAFDan802j2fjY8+xaZcVy2192DjvmLGT7NOta2pz6A5qWtGbzM/8EoKiiNyU/OoZ14x9jc+GuhPdp9buLWDNlSb37NL9gOwcf05Zjz+vMPT//AoC2nZpz1SP9uP+yBWxet9PSx+0V9e7T7OJNvPrQKgAOO2UfDh/enj9fsZDVS3Zw8LFtufy+Ptx18Xy2bbZ0/Ju/V/CPR1Yx7yNLrnPHlFO1fidvPG792A07rQMH/qCUR69ZDMC++7fkkjt6M/68udTs2APA7ycdyHN3rmDRzG8AuHBsD1Yv3cG7T60FrOX2eg1qxeNjrJXhehzYilHjenLrWZ+zZ4/SpIlw8wsHMnHsstox7BeP78XS2dtq4+fHn9+Zsl4teHKcdR/7DG7Dj2/ozh9GWsnGCls0YczTA3jsxiV8tfhbAC69Z38+/7CKaa9Y6atOubiM0o7NufviLyjr3YKKoSX88LKu/PECqw+rVdtmXPd4fx6+ehHrV1rt+FcP9eU/kzcy442vARhxRVcKCpvwwj0rATzdp2v+egD/enotn75v+YlnXdONXTWW7gx1iGpwg2REpByYrKoD/OyLp6RfJ43CKkRTRz/XoFZDinnZXlMsOGPzyyfe7bpKViJSefzplJMpiSZZ+Ym/33LGHLMakk1UdHFRn49nqWpGkzWKyvbT8tHXpDxu4bhrMq4raHLqycdWJ7e/ng7MTXZ81Gg3MPgOw1xSazDLrT9uk6ecOLcV9ilPuj+eZJOwwsLNoPvtYO0zuE02RcprjC7cEZG/YWXwXe90akXkV8AVwHfAP1X1hiDqD8zIi8gzWKuYtBeRVcBY4GgRORgrXFMJ/CKo+oOg36WNbu3yhLQ955SwRYgEP77BLO4ew+giIU8QN9LQXspvBHCQqtaISGBLrQU5uuZcVe2iqgWq2lVVH1fVC1T1QFUdqKo/cnj1eUEs7t9QqShfXfup7lmT9LP21kfqnR9/jJOiZYV7Zb3MVl77sInFrg1GF4lIMNLwMuCPqlpjH5NZYqwkhDG6xmAwGCJN05r4GeAJaS8izhjfBFWd4OG8PsD3ReR2oBq4TlUDWaPDGHkfNCtqPOpKNYlJCpsnPN6ZN9+NbGTbzBbJMl16obBFYC/DeUcj1cXGNDtem2GtyTEEOBSYJCI9NYCRMI3yrqTLkAfODFuEyND5ptFhixAJxjydcnBYo8HowhergJfUYgawBwgkMZYx8j74bPw7YYsQKs6Y/cbHUvdPJFqXNopMWjM4rRTJj924JABp8hOjC1+8Qt3aHH2A5sDGICpqPPGHLBCbXGWgdgJTYyc2QchgdJGIBCMN/wb8zU7guBMYFUSoBoyRN6RJsgRlzu1evPlcJCzzips3b5KTpUeiN6PGpk9VTbRG6/m5qN8YeR8MuvmksEWIDNnURaIlC6NCsjBO9zG9mbSmFGh8xiueS+/Z39NxmXZ2G/xhYvI+2DB9RdgiRAajCwujhzo+/7AqbBEMLhgj74NYgjND9nUR69DNN7Klh1jHbz6vYxxLWBZjZJeZtR+37YbcYIy8wWAwNGBMTN4HPc8ZFLYIkSEoXSTLVhlFTz9dPSTz2HOxIlUQHcynXJy4X8V47uFhPHkfFO1jFimOYXRhYfRQR2nH5qkPMuQc48n7YP5DUxtUPvlMyIUuoui5x+PUg1cP3E/cPdmxifLhp4tz1Es6nv4z4ysjkU/esDfGkzcYDIYGjPHkfdB+8H5hixAZwtJF1OL0ifSQi1EyqTzvTMv1uj1Gk4N2+pLDxOlzgzHyPuh9fv4Ob8s2YekibKMeTxTaRFSGXfrVhZkUlRtMuMYHsYW+DUYXMYwe6jC6iCbGyBsMBkMDxhh5HzQvKQpbhMhgdGFh9FCH0UU0MTF5Hxz2pxFhixAZjC4scq2HbHeyZpOgdJFqGGn9/R8HIke+Yjx5H8we92bYIkQGowsLo4c6jC6iifHkfbD9qy1hixAZ8kUXsZEbQXm/QevBbeRJsmtKdb2xIahBjFKK6SLbdQR9Dxs6xsgbGjT5bBgSDS30mvcmZmw7vWOlG9jSS8BeRN0tf38mRnleZRnVNQV7lZvtOtzI5/ubK0y4xgeH3HZq2CJEBqMLC6OHOjpcmZOFjgw+MZ68D1a/u4hePzkkbDEiQRi6SLV6VBgTpaLcJoqWFQJQOr/K3lJCdc/slR9/P7ZP/4yS/znKdzkN3RsXkb8Bw4H1qjrA3vYn4IdY67suBX6qqlVB1G88eR+smWJWo49hdGFh9FDHtzM+D1uEqPIEcHLctneAAao6EFgEjAmqcuPJG/KGVGvBBtmpGBX8eL3Vdvx9xQ9L9/qeKemsx+v1niQr21lGPnXGquqHIlIet+1tx9fpwFlB1R+YkU/witIOeA4oByqBkaq6OSgZss3+ow4NW4TIYHRhYfRQR8mIY8MWIWs0q/6O0vmeRk61FxFnD/kEVZ3gs7qfYdnFQAjSk38CeBB40rHtN8B7qvpHEfmN/f3GAGXIKk2amxefGGHoYl5lWa035/T4YrHnapeRI0F79UHqIVMvtVZX1L3hxHQT0xlAr2OXZ1RPrOwNG75hfYL9qTx0L28HzvsfIQ9+o6qmLYyI/BbYDTydPZH2JrCYvKp+CGyK2zwCmGj/PxE4Laj6g2DhY2YmXQyjCwujhzqMLvwhIhdhRTvOU1UNqp5cu2OdVHWN/f9aoFOO6zc0EPZaC5b63mn8voYcp09FsmtPFad3jtVP5j3Hxsmng58Yf9TWE0gXETkZuAE4SlW/DbKu0OIPqqoikvDXS0RGA6MBCloXMnW0FbIqP2Mgrbq3Ze69HwDQbmAZ/S4dxkeXPw9As6JmDHngTD4b/w5bl1svEoNuPokN01ew6u0FgLX4ctE+xcx/aCpgLfzQ+/zBtalSm5cUcdifRjB73Ju1s/gOue3UveTYf9ShNGnerNZ76TS0nG6nDeSTG14DoEWHYg65fTizfjuZHRu2A3DonT9i5StzWPdRJQB9LzmCPTt3s3jiJwB0Obo3Zcf3YdbvXgegeN8SBo09mRnXv8rOLdUADLnvdJY8NZONM78EoP8VR1L99XaWPTsbgK4n9qPDkO7MvvUtAFr3aMdBY05g+pUvsrt6NwBDHz6bBY9OY9Mc6wEZ8Ouj2LZiM5UvzQGg2/AKSis6M+eO9wAo7duRAdcew7RLJ6F7FGkidBpazty736dqofWCPvDG46iat5aVk+cFep92u9ynDQ8/w+51XwPWWO2a1+exdd6n1jlHnYg0K+C99/6JFiotDu7H4J/2yNp9qtm4jdnj3ozsfRr26Mi97lPxBedSs2Qla6bMAKDfuQdQtSPxfVraZgdjnh7AYzcu4avFVr3lY85gw/QVLPnHUgDanPoDWnzbju82bmXtbx6iuGcf9vnBCax45kEAmrRuSafrflZ7n4oKd3HIbaey+t1FrJmyhOqaAkpGHIsUNKPqBas/ssXB/Wh93BDW3/0EAE3bldDxqguofmzCXvdp8RP171PUEJFngKOx4vergLFYo2kKgXdEBGC6ql4aSP0BviVg9yhPdnS8LgSOVtU1ItIFmKKqfVOVU9Kvk0ZhbdWaqh0UlrYIW4xIECVdxHt3bh491Hmt2fT+oqQHL/j1hJOtIxvfL7J7+zaaFbeq3ZboLSG+Tj+evJd79/pRf56VSZwcoKS4TIf0uyTlcW//99aM6wqaXHvyrwGjgD/af1/Ncf0Z8ckNr5mFvG2ipIt6RoMyV0Mf25bNEE6U9JBNvK7W5NTzqqcnUD76mnrGPZWe8zXkki8E1vFqv6J8DPQVkVUicjGWcT9BRBYDx9vfDQaDwRAQgXnyqnpugl3HBVVn0LToUBy2CJEhyrqoKF+dtDPW6dFn6kVGWQ/ZZuzHPwLq9OdcIqS6Zw1NurShumeN8cwjhklr4INDbh8etgiRwejCwuihjo5XXRC2CAYXjJH3wazfTg5bhMgQdV1UlK+monw11T1raj/xFC0rZF5lWVrT9GNEXQ9O/FznpDWD9xoyOfbjH1G0rJCiZYWULNXaT4yK8tVUPzbBePERxBh5H8SGbhmMLmIYPdRhdBFNzDx9Q6Mh5s3Hp0GA1AtcJPKC050AlC844/BOzx2sRUiykRLBECzGyPvg0Dt/FLYIkSFfdOFmqL1mY/SSv773/aekL1yAOPO8pHNcfI4bp4Hf0kuA+jlv8qVNNDZMuMYHK1+ZE7YIkcHowsLooQ6ji2hiPHkfrPuokv0vOjxsMSJBPurCq2fr59xM9ZDLjJngHqqKl6VoWWHt8Eg3Dz7Rm1A+tonGgPHkDQaDoQFjPHkf9L3kiLBFiAwNVRd+vemo6SFV3valy3oA7h69M/4e89qd3nsq3URNFwYL48n7IIoZ7sLC6MLC6KEOo4toYjx5Hyye+AmdhmVxufs8prHpItH6senowWsc3usIGT/EDyMtWlZYlwLCPmbdCTvrnedFjsbWJvIF48kbDAZDA8Z48j7ocnTvsEWIDEYXFunoweuappA6xp4pVnqC5gBs6ZVZ2WG0iSDedhoaxsj7oOz4PmGLEBkamy4SGZJ09eDVMLll0XRbsNwvsaGRpfO3UNW/JO1ynOSyTWRy7Y0NE67xQWxZPoPRRQyjhzqMLqKJ8eQNhjwj3rt3DoNMJ3RROt9ax3hLr9KM5AqKfPfaReTXwM8BBT4Hfqqq1bmq33jyPijeNzuvtQ0BowsLo4c6jC7qIyL7AlcCg+21rpsC5+RSBuPJ+2DQ2JPDFiEyGF1Y5FoPbmkGipYVekq6Nq+ybu3buk7WklpPvq7sumGVTlK9JYTVJhINb40QzYAWIrILaAnkVFDjyftgxvV5te54oBhdWBg91GF0UR9V/Qq4C1gJrAG2qOrbuZTBePI+2LklZ2G0yGN0YRGmHmKed8yjT4XbSB0nmcbms62LMGPx+m01e2bP93JoexGZ6fg+QVUnxL6ISFtgBNADqAKeF5HzVfWpbMqbDGPkDQaDIX02qurgJPuPB5ar6gYAEXkJGAoYIx9Fhtx3etgiRAajC4tc62FLL/Hswcd7wkVQb3WnbI6Tz6Yu0vHiIzoKZyUwRERaAjuA44CZyU/JLiYm74MlT+X03kQaowuLIPWQqCNxSy/Zy8DHMkQmOt65AHeM0vlbasMz8eV6XTkrnmzoIp2F1WPXF0VU9T/AC8B/sYZPNgEmJD0pyxgj74ONM78MW4TIYHRhYfRQh9GFO6o6VlX7qeoAVb1AVdP7FU0TE64xGCJMfNZIrziHSzpTGKRL0MMT3bz3ZNecrl4aI8aT90H/K44MW4TIYHRhYfRQh9FFNDGevA+qv94etgiRwejCIgw9xHeeVjtSuDvXafXiwVf1L6m3dqszS6YfDz7buvDSN1Dds8Z48ykIxZMXkUoR+VxEPo0bYxpplj07O2wRIoPRhYXRQx1GF9EkTE/+GFXdGGL9BkODxs2Djx8u6RxN4/Tac5kiwOtoGjeZIjpsMlKYmLwPup7YL2wRIoPRhYXRQx1GF9EkLE9egbdFRIG/OKcBu1FdU5DwFzuXHkeHId1zVlfUMbqwCFIPzhEyyShaVgjljv+pH7eHvePvMZxx70wTfaWrC7eVsrwmXQNvsfvGTFhG/khV/UpEOgLviMgCVf3QeYCIjAZGAzQpbsGasQ8C0PqEIyjo0pFNT1rJkDb1KWfYjQfz0eXPA9CsqBlDHjiTz8a/w9blmwAYdPNJbJi+glVvLwCg5zmDKNqnmPkPTQWg/eD96H3+YKZf/TIAzUuKOOxPI5g97k22f2W98h5y26lMv+olCvcpBmD/UYfSpHkzFj72MQCdhpbT7bSBfHLDawDsKm5Px6suYP39f+e7TVYZHa+9iK3vTWfHp5YcpWediO7azZZX/wVAy8MOpHjIQWz9y/8BVurWQWNPZsb1r9bmBRly3+kseWpm7Zjk/lccSfXX22vjoV1P7EeHId2Zfetblr56tOOgMScw/coX2V29G4ChD5/NgkensWmO9TAP+PVRbFuxmcqX5gDQbXgFpRWdmXPHe5acfTsy4NpjmHbpJHSPIk0E3aOU9u1I1cL1AAy88Tiq5q1l5eR5AJSfMZBW3dsy994PAGg3sIx+lw7LyX1a/e4i1kxZ4uk+tehQzCG3D2fWbyezY4PVcXjonT9i5StzWPdRJQB9LzmCPTt3s3jiJ4C1zF3Z8X2Y9bvX2Va5iU7DegRyn0pvvJL1b77CtyuXoYVKuwtHwGeb+fLf/7Z03OogSoq7UvneP1nz7E5K+3ZEzixjzbiHaFYFzar3MKTfz5m/8p988+1qdlc2peSaM6lZspJtU2ZY9cY9T4V9ytmT5vM04/rXaFXervY+TblsMgBNWrek03U/Y8PDz7B73dcAdLjyfLZP/4xvZ3xOUeEuCk8+CSloRtULVu6u1t0H0KL9YNbf/QQATduVgOvz9G6958mwN6Ja/xc/pwKI3AJsU9W7Eh1T2KOrdhn3y4Rl5Mqbnzr6OY6c8GNPx2YSK4xwytRa/OiiIROkHpyevHNcePyomRU/LKXXsctrzwHo9E7zejH5qv4lrDthZ8p6021/8brwE2vPxJOPZ8WoMbNS5JNJSRtpp4fLcSmPe1dfyLiuoMm5Jy8ixUATVd1q/38icGuu5UiEW8OMNfrWPdqlPDbbMkTV4MfrorEShh5ixjvWiZrKGMaOS5TrJlttLJu6cFvtKtHzFv9DaNibMMI1nYCXRSRW//9T1TdDkMM3B405IWwRIoPRhYXRQx1GF9Ek50ZeVZcBB2WzzEw6jPx449OvfJHW1/zKdx2ZkOzNIkymX/kiQx44M2wxQicIPTgnNMVwdqi6eebx55TOr6rd55zsFGTbienC7xtuJoMq3HRk2BszhNIHsQ4xg9FFDKOHOowuokmDSmsQdIy8uqYgkPL9kuw6o+DlG7KP29qubmkIYsftmT2fb847ot5xQTGvsizpUOd0yzRkjvHkfdD55svCFiEyDH347LBFiARGD3WY5yOaNChPPmg2P/sG7c4bHrYYSfHj/WTi2S14dBr9f/n9tM9vKORKD84RNV488yaD+td6/EF78LE65j/4b3R47ofVmrTDyTFG3gc1iyrDFiGr+H0ddhqL2ESqxk429RDfeerMsOjsbI032s7x9LEOV+ePQVA428+8yjLWfLKB439Zf8x7kDiv0QyhdMeEawwGg6EBYzx5H7S7cETYIoSK89V8wK+PClmaaBCkHtzCDyVLlXk9Ew8ZXvHDUiB7Xq0fr7zdhSM8HZ9qcpNfsl1eQ8N48j7YtWZ92CJEhm0rNoctQiQweqjDPB+JEZGmIjJbRCbnum5j5H2w9Z2PwxYhEsyrLKtNZtbYCVoPJUuVkqVK6fwtCVd4iuWzKVmqVPesyWpsuqJ8teeOW6/Px7zKsoy9bj9yRYSrgC/CqNgYeYPBYAgQEekK/A/w11DqDzsLpRdEZAOwImw5gPaAWc3KwujCwuihjqjooruqdsikABF5E+t6UlEEVDu+T4hfH0NEXgDGA62B61Q1p+Ow86LjNdMbli1EZGbU04rmCqMLC6OHOhqSLlT15GyUIyLDgfWqOktEjs5GmX4x4RqDwWAIjmHAj0SkEngWOFZEnsqlAMbIGwwGQ0Co6hhV7aqq5cA5wL9U9fxcymCMvD+SrkXbyDC6sDB6qMPoIoLkRcerwWAwGNLDePIGg8HQgDFG3mAwGBowxsgnQETOFpF5IrJHRAbH7RsjIktEZKGInOTYfrK9bYmI/Cb3UgeLiBwkIh+LyOci8g8RaePY56qThoqIHCwi00XkUxGZKSKH2dtFRB6wdTFHRL4XtqxBIiLP2Tr4VEQqReRTx75G1SYii6qaj8sHOADoC0wBBju29wc+AwqBHsBSoKn9WQr0BJrbx/QP+zqyrJNPgKPs/38G/CGZTsKWN2BdvA2cYv9/KjDF8f8bgABDgP+ELWsOdXI3cHNjbRNR/RhPPgGq+oWqLnTZNQJ4VlVrVHU5sAQ4zP4sUdVlqroTa0xsQ0tb2Qf40P7/HSC2gnUinTRkFIi9yZQAsUQqI4An1WI6UCoiXcIQMJeIiAAjgWfsTY2xTUQSY+T9sy/wpeP7Kntbou0NiXnU/XCdDexn/98Yrj2eq4E/iciXwF3AGHt7Y9QFwPeBdaq62P7eWPUQOfIirUFQiMi7QGeXXb9V1VdzLU8USKYTrBDNAyLye+A1YGcuZcs1KXRxHPBrVX1RREYCjwPH51K+XOHxOTmXOi/eECEatZFX1XQeyq+o82AButrbSLI9b/CgkxMBRKQPVmY9SK6TvCWZLkTkSaz0sQDPU5dhsMHpIlWbEJFmwBnAIY7NDU4P+YoJ1/jnNeAcESkUkR7A/sAMrE7J/UWkh4g0x5rC/FqIcmYdEelo/20C/A541N6VSCcNmdVAbFmoY4FYmOI14EJ7lM0QYIuqrglDwBxyPLBAVVc5tjXGNhFJGrUnnwwROR34M9AB+KeIfKqqJ6nqPBGZBMwHdgNXqOp39jm/BN7CGmnzN1WdF5L4QXGuiFxh//8S8H8AyXTSgLkEuN/2YquB0fb217FG2CwBvgV+Go54OeUc4kI1jbRNRBKT1sBgMBgaMCZcYzAYDA0YY+QNBoOhAWOMvMFgMDRgjJE3GAyGBowx8gaDwdCAMUbekBNEZFvA5b8uIqX25/I0zj9aRCYHIZvBECbGyBsaBKp6qqpWAaWAbyNvMDRUjJE3hIYjJ/scEXlZRNra26eIyB0iMkNEFonI9+3tLUVkkojMt4//TyzXv53LvD3wR6CXnd/8T/Eeuog8KCIX2f+fLCILROS/WNPyDYYGhzHyhjB5ErhRVQcCnwNjHfuaqephWNkeY9svBzaran/g9+ydKyXGb4Clqnqwql6fqGIRKQIeA35ol+OWgMtgyHuMkTeEgoiUAKWq+oG9aSLwA8chL9l/ZwHl9v9HYuXpR1XnAnMyEKEfsFxVF6s17fupDMoyGCKLMfKGqFJj//2OzHIs7Wbvdl6UQVkGQ95hjLwhFFR1C7A5Fm8HLgA+SHIKwDSs1YcQkf7AgS7HbAVaO76vAPrb2RBLsfLAAywAykWkl/39XN8XYTDkASYLpSFXtBQRZyrae4BRwKMi0hJYRuqMjQ8DE0VkPpaRngdscR6gql+LyDQRmQu8oarX29kQ5wLLgdn2cdUiMhorw+i3wL/Z+8fBYGgQmCyUhrxBRJoCBbaB7gW8C/S119Q1GAwuGE/ekE+0BN4XkQJAgMuNgTcYkmM8eYPBYGjAmI5Xg8FgaMAYI28wGAwNGGPkDQaDoQFjjLzBYDA0YIyRNxgMhgbM/wd+AakoTl/bJAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "\n", "# Pasamos los ejes como argumento:\n", "t2m_karl = ds_karl_sfc.t2m - 273.15\n", "t2m_karl.sel(time='2010-09-17T03:00:00').plot(ax=ax, levels=9)\n", "\n", "# Personalizamos el gráfico:\n", "ax.grid(True, color='black', linestyle='--')\n", "ax.set_xlabel('Longitud')\n", "ax.set_ylabel('Latitud')\n", "ax.set_title('Mapa temperatura a 2m el 17 de septiembre de 2010')" ] }, { "cell_type": "markdown", "id": "3151b3c4", "metadata": {}, "source": [ "También podemos variar la dimensión tiempo y dejar el resto constantes. Vamos a hacer esto con nuestro fichero original del continente, tomando las coordenadas de Santo Domingo (aproximadamente 18.5N 70W): " ] }, { "cell_type": "code", "execution_count": 94, "id": "1c28b8ef", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Temperatura en Santo Domingo en 2022')" ] }, "execution_count": 94, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(10,4))\n", "t2m.sel(latitude=18.5, longitude=-69.9, method='nearest').plot(ax=ax)\n", "ax.set_title(\"Temperatura en Santo Domingo en 2022\")" ] }, { "cell_type": "markdown", "id": "41da1604", "metadata": {}, "source": [ "### Facetas" ] }, { "cell_type": "markdown", "id": "c7aadf0a", "metadata": {}, "source": [ "Las facetas nos permiten dividir un array según una dimensión y pintar cada grupo resultante, reduciendo en uno la dimensión a dibujar. Por ejemplo, si tenemos como dimensiones la latitud, la longitud y el tiempo, podemos hacer \"faceting\" en el tiempo, pintando un mapa por cada instante de tiempo. No es recomendable utilizar esta opción si van a crearse demasiadas gráficas." ] }, { "cell_type": "markdown", "id": "97937afc", "metadata": {}, "source": [ "En el siguiente ejemplo tenemos como dimensiones la latitud, longitud, nivel de presión y tiempo. Hacemos \"faceting\" en nivel de presión y tiempo (argumentos *col* y *row*). Como tenemos 5 niveles y 3 tiempos diferentes, nos salen 5 * 3 = 15 gráficas:" ] }, { "cell_type": "code", "execution_count": 13, "id": "70430eae", "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: 161, latitude: 121, time: 40)\n",
       "Coordinates:\n",
       "  * longitude  (longitude) float32 -105.0 -104.8 -104.5 ... -65.5 -65.25 -65.0\n",
       "  * latitude   (latitude) float32 33.0 32.75 32.5 32.25 ... 3.75 3.5 3.25 3.0\n",
       "  * time       (time) datetime64[ns] 2010-09-14 ... 2010-09-18T21:00:00\n",
       "Data variables:\n",
       "    t2m        (time, latitude, longitude) float32 ...\n",
       "    lsm        (time, latitude, longitude) float32 ...\n",
       "    msl        (time, latitude, longitude) float32 ...\n",
       "    tp         (time, latitude, longitude) float32 ...\n",
       "Attributes:\n",
       "    Conventions:  CF-1.6\n",
       "    history:      2023-09-02 17:49:00 GMT by grib_to_netcdf-2.25.1: /opt/ecmw...
" ], "text/plain": [ "\n", "Dimensions: (longitude: 161, latitude: 121, time: 40)\n", "Coordinates:\n", " * longitude (longitude) float32 -105.0 -104.8 -104.5 ... -65.5 -65.25 -65.0\n", " * latitude (latitude) float32 33.0 32.75 32.5 32.25 ... 3.75 3.5 3.25 3.0\n", " * time (time) datetime64[ns] 2010-09-14 ... 2010-09-18T21:00:00\n", "Data variables:\n", " t2m (time, latitude, longitude) float32 ...\n", " lsm (time, latitude, longitude) float32 ...\n", " msl (time, latitude, longitude) float32 ...\n", " tp (time, latitude, longitude) float32 ...\n", "Attributes:\n", " Conventions: CF-1.6\n", " history: 2023-09-02 17:49:00 GMT by grib_to_netcdf-2.25.1: /opt/ecmw..." ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_karl_sfc" ] }, { "cell_type": "code", "execution_count": 18, "id": "9ad5b1c3", "metadata": {}, "outputs": [], "source": [ "tem_karl = ds_karl_lev.t - 273.15" ] }, { "cell_type": "code", "execution_count": 65, "id": "ac49f0af", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 65, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "tem_karl.isel(time=[8,12,16,20,24]).sel(level=[700,850,1000]).plot(col='time', row='level')" ] }, { "cell_type": "markdown", "id": "a52c7442", "metadata": {}, "source": [ "## Máscaras" ] }, { "cell_type": "markdown", "id": "08470259", "metadata": {}, "source": [ "Las máscaras permiten elegir un subconjunto de los datos queremos usar. A diferencia de las funciones isel() y sel(), una máscara preserva las dimensiones originales de los datos. La función ``where`` nos permite hacer esta selección, aceptando una o más condiciones. Esta función puede encadenarse a otras (como suele suceder en general). Cuando se encadenen varias funciones es importante tener en cuenta el orden para optimizar recursos." ] }, { "cell_type": "markdown", "id": "0d05b144", "metadata": {}, "source": [ "La condición de la máscara puede depender de los valores de los datos, o de los valores de las coordenadas. En el ejemplo siguiente queremos superponer varios campos, y evitar que la lluvia nos tape el campo de la máscara de tierra-mar (land sea mask), que está debajo. Para ello imponemos que solo se seleccionen los puntos con una precipitación mayor de 1mm:" ] }, { "cell_type": "code", "execution_count": 9, "id": "74bb4c65", "metadata": {}, "outputs": [], "source": [ "tp = ds_karl_sfc['tp']*1000.0 # Precipitación en mm\n", "tpval = tp.where(tp > 1)\n", "lsm = ds_karl_sfc['lsm']\n", "lsm = lsm.where(lsm > 0.5) # Puntos de tierra\n", "msl = ds_karl_sfc['msl']" ] }, { "cell_type": "code", "execution_count": 6, "id": "62332d67", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "lsm.sel(time='2010-09-17T06:00:00').plot(cmap='Pastel2', figsize=(8,5))\n", "tpval.sel(time='2010-09-17T06:00:00').plot(cmap='cool', levels=6)\n", "msl.sel(time='2010-09-17T06:00:00').plot.contour()" ] }, { "cell_type": "markdown", "id": "ae38de55", "metadata": {}, "source": [ "Se puede rellenar la zona enmascarada con valores preestablecidos. Esto se indica con el segundo argumento de ``where``." ] }, { "cell_type": "markdown", "id": "530cb6d2", "metadata": {}, "source": [ "Las máscaras pueden depender también de las coordenadas. En el siguiente ejemplo se pinta la precipitación y el contorno de la presión a nivel del mar para las 6 UTC del día 17 de septiembre, pero solo para zonas al oeste del meridiano 90W, y se completa la gráfica pintando la precipitación y la presión para las 9 UTC del día 15 de septiembre para el resto de zonas (al este del meridiano 90W). El efecto que produce es el de \"dos huracanes Karl\": antes y después de cruzar la península del Yucatán (se muestra la gráfica solo para mostrar las capacidades de xarray, pero esto probablemente no tenga mucho sentido)." ] }, { "cell_type": "code", "execution_count": 114, "id": "68b08a8d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 114, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "post_t = '2010-09-17T06:00:00'\n", "pre_t = '2010-09-15T09:00:00'\n", "\n", "lsm.sel(time=post_t).plot(cmap='Pastel2', figsize=(8,5))\n", "tpval.sel(time=post_t).where(tpval.longitude<-90, tpval.sel(time=pre_t)).plot(cmap='cool', levels=6)\n", "msl.sel(time=post_t).where(msl.longitude<-90, msl.sel(time=pre_t)).plot.contour()\n", "plt.axvline(x=-90, color='k', linestyle='--')" ] }, { "cell_type": "markdown", "id": "c830a9eb", "metadata": {}, "source": [ "Notar que el campo máscara de tierra-mar toma valores un valor 0 en el mar y 1 en tierra, lo que nos puede servir para discriminar qué coordenadas corresponden a tierra o mar. En este ejemplo pintamos la temperatura a 2m, pero solo para los puntos de tierra:" ] }, { "cell_type": "code", "execution_count": 9, "id": "678f00d0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "t2m_karl_sfc = ds_karl_sfc['t2m'] - 273.15\n", "t2m_karl_sfc.isel(time=0).where(lsm.isel(time=0)>0.5).plot(cmap='jet')" ] }, { "cell_type": "markdown", "id": "b3d9aba1", "metadata": {}, "source": [ "## Estadísticas" ] }, { "cell_type": "markdown", "id": "9aa3323b", "metadata": {}, "source": [ "Xarray puede calcular todo tipo de estadísticos, como Pandas. Por ejemplo, si queremos calcular la media:" ] }, { "cell_type": "code", "execution_count": 96, "id": "8e56a863", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
<xarray.DataArray 't2m' ()>\n",
       "array(19.10648, dtype=float32)
" ], "text/plain": [ "\n", "array(19.10648, dtype=float32)" ] }, "execution_count": 96, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t2m.mean()" ] }, { "cell_type": "markdown", "id": "7d31efb1", "metadata": {}, "source": [ "Notar que es un datarray de un solo elemento, porque hemos hecho la media de todas las dimensiones (tiempo, latitud y longitud). Podemos extraer el valor con ``item``:" ] }, { "cell_type": "code", "execution_count": 97, "id": "3ade5b34", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "19.10647964477539" ] }, "execution_count": 97, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t2m.mean().item()" ] }, { "cell_type": "markdown", "id": "f763326d", "metadata": {}, "source": [ "Si se quiere calcular el estadístico solo sobre algunas dimensiones las podemos especificar con el argumento *dim*.\n", "\n", "Por ejemplo, si se quiere calcular el percentil 10 para la dimensión tiempo (o sea, el valor que solo tiene por debajo un 10% de los datos para cada latitud y longitud), y pintar el mapa resultante:" ] }, { "cell_type": "code", "execution_count": 104, "id": "26e3b416", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 104, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "t2m.quantile(0.1, dim='time').plot(size=4)" ] }, { "cell_type": "markdown", "id": "9fb50c11", "metadata": {}, "source": [ "Recordar que podemos ver las coordenadas del datarray con *coords*:" ] }, { "cell_type": "code", "execution_count": 99, "id": "7c5c4f19", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Coordinates:\n", " * longitude (longitude) float32 -120.0 -119.8 -119.5 ... -30.5 -30.25 -30.0\n", " * latitude (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n", " * time (time) datetime64[ns] 2022-01-05 ... 2022-12-30T21:00:00" ] }, "execution_count": 99, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t2m.coords" ] }, { "cell_type": "markdown", "id": "68fe0b06", "metadata": {}, "source": [ "**Ejercicio:** \n", "- Calcular y pintar un mapa con el máximo intervalo de temperaturas para cada latitud y longitud con los datos de ERA5 de 2022.\n", "- Calcular el mínimo de la temperatura en tierra durante el episodio del huracán Karl." ] }, { "cell_type": "markdown", "id": "29281cc7", "metadata": {}, "source": [ "## Computación" ] }, { "cell_type": "markdown", "id": "08f75c8f", "metadata": {}, "source": [ "Xarray nos da varios métodos para hacer cálculos más avanzados. A modo de ejemplo, vamos a explicar uno de ellos, las agrupaciones (hay varios más)." ] }, { "cell_type": "markdown", "id": "a8c5661a", "metadata": {}, "source": [ "### Agrupaciones" ] }, { "cell_type": "markdown", "id": "d949b90b", "metadata": {}, "source": [ "De la misma forma que en pandas, podemos separar y combinar datos de acuerdo a un cierto criterio. Para ello se pueden usar los métodos ``groupby`` y ``groupby_bins``. Vamos a mostrarlo con dos ejemplos.\n", "\n", "En el primer ejemplo, vamos a agrupar los datos de temperatura para Santo Domingo por cada mes y calculamos la media:" ] }, { "cell_type": "code", "execution_count": 41, "id": "f0c7af75", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(18.0, 33.0)" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "t2m_stdom = t2m.sel(latitude=18.5, longitude=-69.9, method='nearest')\n", "\n", "fig, ax = plt.subplots(figsize=(10,4))\n", "t2m_stdom.groupby('time.month').mean().plot(ax=ax)\n", "ax.set_title(\"Temperatura en Santo Domingo en 2022\")\n", "ax.set_ylim([18, 33])" ] }, { "cell_type": "markdown", "id": "32551aa5", "metadata": {}, "source": [ "Vemos que de esta forma eliminamos el ruido y vemos la variación de la temperatura durante todo el año más claramente." ] }, { "cell_type": "markdown", "id": "b1f50366", "metadata": {}, "source": [ "En el segundo ejemplo, agrupamos los datos de temperatura del continente por estación del año (season), creando un objeto DataArrayGroupBy:" ] }, { "cell_type": "code", "execution_count": 6, "id": "37226148", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "DataArrayGroupBy, grouped over 'season'\n", "4 groups with labels 'DJF', 'JJA', 'MAM', 'SON'." ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "t2m.groupby(\"time.season\")" ] }, { "cell_type": "markdown", "id": "15ccf49a", "metadata": {}, "source": [ "Y después calculamos la mínima temperatura para cada estación:" ] }, { "cell_type": "code", "execution_count": 45, "id": "37d67e09", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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       "  * latitude   (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n",
       "  * season     (season) object 'DJF' 'JJA' 'MAM' 'SON'
" ], "text/plain": [ "\n", "array([[[ 11.440033 , 11.445862 , 11.594177 , ..., 15.509399 ,\n", " 15.320221 , 15.277039 ],\n", " [ 11.320923 , 11.535797 , 11.724945 , ..., 15.605133 ,\n", " 15.483704 , 15.481384 ],\n", " [ 11.394501 , 11.570801 , 11.736633 , ..., 15.884216 ,\n", " 15.737091 , 15.731262 ],\n", " ...,\n", " [ 0.6810303 , 0.696228 , 0.7067261 , ..., -2.64917 ,\n", " -2.6340027 , -2.6503296 ],\n", " [ 0.5280762 , 0.5397644 , 0.553772 , ..., -2.70755 ,\n", " -2.6923828 , -2.6678467 ],\n", " [ 0.27819824, 0.30038452, 0.31906128, ..., -2.7904663 ,\n", " -2.7822876 , -2.7414246 ]],\n", "\n", " [[ 13.284973 , 13.590912 , 13.822113 , ..., 19.894012 ,\n", " 19.875336 , 19.875336 ],\n", " [ 13.140167 , 13.282623 , 13.491638 , ..., 19.97342 ,\n", " 19.992126 , 19.989777 ],\n", " [ 13.224243 , 13.197388 , 13.284973 , ..., 20.121735 ,\n", " 20.115875 , 20.101868 ],\n", "...\n", " [ -0.37686157, -0.34768677, -0.31030273, ..., -5.8077393 ,\n", " -5.7353516 , -5.62677 ],\n", " [ -0.43292236, -0.41540527, -0.40371704, ..., -6.2059326 ,\n", " -6.141693 , -6.0751343 ],\n", " [ -0.48312378, -0.39089966, -0.30215454, ..., -6.551544 ,\n", " -6.5223694 , -6.4838257 ]],\n", "\n", " [[ 12.652069 , 12.903137 , 13.102814 , ..., 20.14273 ,\n", " 20.159088 , 20.08435 ],\n", " [ 12.64975 , 12.774689 , 12.94635 , ..., 20.259521 ,\n", " 20.259521 , 20.174255 ],\n", " [ 13.047913 , 13.071289 , 13.131989 , ..., 20.32257 ,\n", " 20.20697 , 20.134583 ],\n", " ...,\n", " [ -5.513489 , -5.4259033 , -5.341858 , ..., -9.577026 ,\n", " -9.61203 , -9.670441 ],\n", " [ -5.6641235 , -5.5730286 , -5.5263367 , ..., -10.111816 ,\n", " -10.143341 , -10.169037 ],\n", " [ -5.7832336 , -5.7411804 , -5.716675 , ..., -10.604584 ,\n", " -10.633759 , -10.645447 ]]], dtype=float32)\n", "Coordinates:\n", " * longitude (longitude) float32 -120.0 -119.8 -119.5 ... -30.5 -30.25 -30.0\n", " * latitude (latitude) float32 33.0 32.75 32.5 32.25 ... -59.5 -59.75 -60.0\n", " * season (season) object 'DJF' 'JJA' 'MAM' 'SON'" ] }, "execution_count": 45, "metadata": {}, "output_type": "execute_result" } ], "source": [ "seasonal_min = t2m.groupby(\"time.season\").min()\n", "seasonal_min" ] }, { "cell_type": "code", "execution_count": 46, "id": "8ff752bb", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 46, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "seasonal_min.plot(col=\"season\")" ] }, { "cell_type": "markdown", "id": "e652e4cb", "metadata": {}, "source": [ "## Escritura de ficheros netCDF" ] }, { "cell_type": "markdown", "id": "d25fbfdb", "metadata": {}, "source": [ "Para escribir un dataset como un fichero netCDF en disco utilizaremos el método ``to_netcdf``. Este método funciona también con un datarray, guardándolo como un netCDF.\n", "\n", "Veamos un ejemplo: vamos a guardar únicamente la precipitación como variable en un nuevo fichero netCDF:" ] }, { "cell_type": "code", "execution_count": 9, "id": "0d9bfb21", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Data variables:\n", " t2m (time, latitude, longitude) float32 ...\n", " lsm (time, latitude, longitude) float32 ...\n", " msl (time, latitude, longitude) float32 ...\n", " tp (time, latitude, longitude) float32 ..." ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_karl_sfc = xr.open_dataset('/MASIVO/pn31/curso_PIBM/era5_karl2010_sfc.nc')\n", "ds_karl_sfc.data_vars" ] }, { "cell_type": "code", "execution_count": 11, "id": "b7bb01a3", "metadata": {}, "outputs": [], "source": [ "new_ds = ds_karl_sfc.drop(['t2m','lsm', 'msl']) # Borramos estos tres datarrays, dejando solo tp como variable en el dataset" ] }, { "cell_type": "code", "execution_count": 13, "id": "f49fc748", "metadata": {}, "outputs": [], "source": [ "new_ds.to_netcdf('era5_karl_precipitacion.nc')" ] }, { "cell_type": "code", "execution_count": 15, "id": "a7c3aac2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Data variables:\n", " tp (time, latitude, longitude) float32 ..." ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ds_precip = xr.open_dataset('era5_karl_precipitacion.nc')\n", "ds_precip.data_vars" ] }, { "cell_type": "markdown", "id": "799cb32a", "metadata": {}, "source": [ "Efectivamente, solo la precipitación está en el nuevo fichero." ] }, { "cell_type": "markdown", "id": "50bf36cd", "metadata": {}, "source": [ "## Unos comentarios sobre Cartopy" ] }, { "cell_type": "markdown", "id": "eef9e907", "metadata": {}, "source": [ "Xarray está muy integrada con Cartopy (https://scitools.org.uk/cartopy/docs/latest/), una librería creada por el MetOffice para la generación de mapas y procesamiento de datos geoespaciales." ] }, { "cell_type": "markdown", "id": "449ef441", "metadata": {}, "source": [ "Con Cartopy podemos incluir varios elementos esenciales en un mapa, como proyecciones, líneas de costa, accidentes geográficos, fronteras, etc." ] }, { "cell_type": "markdown", "id": "eea9924c", "metadata": {}, "source": [ "En este curso no vamos a tener tiempo de explicar Cartopy, pero se incluyen a continuación varios ejemplos que pueden dar idea de su utilidad. Se invita al alumno a continuar profundizando en esta librería:" ] }, { "cell_type": "code", "execution_count": 4, "id": "ededab00", "metadata": {}, "outputs": [], "source": [ "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature" ] }, { "cell_type": "markdown", "id": "e7c12b11", "metadata": {}, "source": [ "Mapa de Centroamérica y Sudamérica en proyección Ortográfica:" ] }, { "cell_type": "code", "execution_count": 7, "id": "34005ea5", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=[10, 5])\n", "ax = fig.add_subplot(projection=ccrs.Orthographic(central_longitude=-80, central_latitude=0))\n", "ax.add_feature(cfeature.LAND, color='sandybrown')\n", "ax.add_feature(cfeature.OCEAN, color='lightcyan')\n", "ax.add_feature(cfeature.COASTLINE, edgecolor='black', lw=1)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "6de35555", "metadata": {}, "source": [ "Huracán Karl el día 17 de septiembre de 2010, incluyendo líneas de costa:" ] }, { "cell_type": "code", "execution_count": 10, "id": "c6eb5464", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=[10, 5])\n", "ax = fig.add_subplot(projection=ccrs.PlateCarree())\n", "ax.set_extent((-105,-65,3,30))\n", "ax.add_feature(cfeature.LAND, color='sandybrown')\n", "ax.add_feature(cfeature.OCEAN, color='lightcyan')\n", "ax.add_feature(cfeature.COASTLINE, edgecolor='black', lw=1)\n", "tpval.isel(time=20).plot(cmap='cool')\n", "msl = msl/100 # Pasamos de pascales a hectopascales\n", "cont_msl = msl.isel(time=20).plot.contour()\n", "ax.clabel(cont_msl)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "e9e2d1ff", "metadata": {}, "source": [ "Evolución del huracán Karl entre el 14 y el 18 de septiembre de 2010:" ] }, { "cell_type": "code", "execution_count": 10, "id": "b1f902ab", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=[14, 7])\n", "\n", "lst_axes = []\n", "\n", "numx = 3\n", "numy = 3\n", "\n", "for i in range(0,numx*numy):\n", "\n", " id_time = 2+4*i\n", " \n", " lst_axes.append(fig.add_subplot(numx,numy,i+1,projection=ccrs.PlateCarree()))\n", " ax = lst_axes[i]\n", "\n", " tpval.isel(time=id_time).plot(ax=ax, transform=ccrs.PlateCarree(), cmap='cool')\n", " msl.isel(time=id_time).plot.contour(ax=ax)\n", "\n", " ax.add_feature(cfeature.LAND, color='sandybrown')\n", " ax.add_feature(cfeature.OCEAN, color='lightcyan')\n", " ax.add_feature(cfeature.COASTLINE, edgecolor='black', lw=0.5)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "3a1f7831", "metadata": {}, "source": [ "Mapa de temperatura a 2m en Centroamérica y Sudamérica usando cuatro proyecciones diferentes:" ] }, { "cell_type": "code", "execution_count": 13, "id": "cc7d15df", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig = plt.figure(figsize=[10, 5])\n", "\n", "ax1 = fig.add_subplot(2,2,1,projection=ccrs.PlateCarree())\n", "ax2 = fig.add_subplot(2,2,2,projection=ccrs.Orthographic(central_latitude=0, central_longitude=-80))\n", "ax3 = fig.add_subplot(2,2,3,projection=ccrs.Mollweide(central_longitude=-80))\n", "ax4 = fig.add_subplot(2,2,4,projection=ccrs.Sinusoidal(central_longitude=-80))\n", "\n", "temp = t2m.isel(time=0)\n", "\n", "for ax in (ax1,ax2,ax3,ax4) :\n", "\n", " temp.plot(ax=ax, transform=ccrs.PlateCarree(),cmap='jet')\n", " ax.set_global()\n", " gl = ax.gridlines(color='#888888', draw_labels=True, x_inline=False, y_inline=False)\n", " gl.top_labels=False\n", " gl.right_labels=False\n", " ax.add_feature(cfeature.COASTLINE, edgecolor='black', lw=0.5)\n", " \n", "plt.tight_layout()\n", "\n", "plt.show()" ] } ], "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": "3.10.1" } }, "nbformat": 4, "nbformat_minor": 5 }