[1]:
import earthkit.data
import earthkit.plots
import cartopy.crs as ccrs
temperature, pressure = earthkit.data.from_source(
'cds',
'reanalysis-era5-single-levels',
{
'product_type': 'reanalysis',
'variable': [
'2m_temperature',
"mean_sea_level_pressure",
],
'year': '1985',
'month': '12',
'day': '25',
'time': '12:00',
},
)
2024-08-29 10:41:13,493 INFO Welcome to the CDS.
As per our announcements on the Forum, this instance of CDS will soon be decommissioned.
Please update your cdsapi package to a version >=0.7.0, create an account on CDS-Beta and update your .cdsapirc file. We strongly recommend users to check our Guidelines at https://confluence.ecmwf.int/x/uINmFw
The current legacy system will be kept for a while, but we will reduce resources gradually until full decommissioning in September 2024.
2024-08-29 10:41:13,493 WARNING MOVE TO CDS-Beta
2024-08-29 10:41:13,494 INFO Sending request to https://cds.climate.copernicus.eu/api/v2/resources/reanalysis-era5-single-levels
2024-08-29 10:41:13,601 INFO Request is completed
2024-08-29 10:41:13,603 INFO Downloading https://download-0009-clone.copernicus-climate.eu/cache-compute-0009/cache/data4/adaptor.mars.internal-1724918995.7584715-1428-17-38c1b73e-8213-4075-8297-9e1412421c05.grib to /var/folders/vt/7j2c2tmx4m14gn_sg3zpf5l00000gn/T/tmp41qz1dnc/cds-retriever-850c5d019e1723df7d3daf40c10d877f8bfe2935c16ca95fab24801b9559e3a5.cache.tmp (4M)
2024-08-29 10:41:14,349 INFO Download rate 5.3M/s
[2]:
chart = earthkit.plots.Map(domain="Europe")
chart.plot(temperature, units="celsius")
chart.contour(pressure, units="hPa")
chart.legend(location="right")
chart.coastlines()
chart.title()
chart.gridlines()
chart.show()