{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "82b0540a",
"metadata": {},
"outputs": [],
"source": [
"import earthkit.data\n",
"import earthkit.plots"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "633a5450",
"metadata": {},
"outputs": [],
"source": [
"from datetime import datetime"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "7ec9a0d6",
"metadata": {},
"outputs": [],
"source": [
"YEARS = {\n",
" 1993: \"Normal conditions\",\n",
" 1997: \"El Niño\",\n",
" 1998: \"La Niña\",\n",
"}\n",
"\n",
"DOMAIN = [100, 300, -20, 20]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "5b6b497a",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"2024-06-16 19:09:09,322 INFO Welcome to the CDS\n",
"2024-06-16 19:09:09,322 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/reanalysis-era5-single-levels-monthly-means\n",
"2024-06-16 19:09:09,434 INFO Request is completed\n",
"2024-06-16 19:09:09,434 INFO Downloading https://download-0006-clone.copernicus-climate.eu/cache-compute-0006/cache/data6/adaptor.mars.internal-1718561324.1581435-27236-17-ac702269-b7ec-4519-8881-446cccecdc6d.grib to /var/folders/vt/7j2c2tmx4m14gn_sg3zpf5l00000gn/T/tmpcn2ozd_0/cds-retriever-648ba78d96b1a50a3af06f46c2ad55dfc9915a50822c7ac66404e1b21b12b1eb.cache.tmp (701.8K)\n",
"2024-06-16 19:09:09,886 INFO Download rate 1.5M/s \n"
]
}
],
"source": [
"data = earthkit.data.from_source(\n",
" \"cds\", \"reanalysis-era5-single-levels-monthly-means\",\n",
" {\n",
" \"product_type\": \"monthly_averaged_reanalysis\",\n",
" \"variable\": \"sea_surface_temperature\",\n",
" \"year\": list(YEARS),\n",
" \"month\": \"12\",\n",
" \"time\": \"00:00\",\n",
" \"area\": [20, 100, -20, -60],\n",
" \"grid\": [0.25, 0.25],\n",
" },\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "f34d06a5",
"metadata": {},
"outputs": [
{
"data": {
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