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@whatnick
Created May 29, 2021 08:51
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Sample GRIB Data Loading
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import xarray as xr\n",
"from datetime import timedelta"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Ignoring index file '/mnt/e/whatnick/Kivuli/ecmwf_sample/data/data.grib.923a8.idx' incompatible with GRIB file\n"
]
}
],
"source": [
"g1 = xr.open_dataset('../data/data.grib', engine='cfgrib')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (latitude: 361, longitude: 720, step: 21)\n",
"Coordinates:\n",
" number int64 ...\n",
" time datetime64[ns] ...\n",
" * step (step) timedelta64[ns] 0 days 00:00:00 ... 10 days 00:00:00\n",
" surface float64 ...\n",
" * latitude (latitude) float64 90.0 89.5 89.0 88.5 ... -89.0 -89.5 -90.0\n",
" * longitude (longitude) float64 0.0 0.5 1.0 1.5 ... 358.0 358.5 359.0 359.5\n",
" valid_time (step) datetime64[ns] ...\n",
"Data variables:\n",
" t2m (step, latitude, longitude) float32 ...\n",
" lcc (step, latitude, longitude) float32 ...\n",
" mcc (step, latitude, longitude) float32 ...\n",
" hcc (step, latitude, longitude) float32 ...\n",
" tp (step, latitude, longitude) float32 ...\n",
"Attributes:\n",
" GRIB_edition: 1\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: 2021-05-29T18:50 GRIB to CDM+CF via cfgrib-0.9.9..."
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"g1"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.collections.QuadMesh at 0x7fb3cb866198>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"%matplotlib inline\n",
"g1.interp(step=timedelta(0)).lcc.plot()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.6.9"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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