哥白尼气候数据-ECWMF

https://cds.climate.copernicus.eu/cdsapp#!/home

Welcome to the Climate Data Store

Dive into this wealth of information about the Earth's past, present and future climate.

It is freely available and functions as a one-stop shop to explore climate data. Register for free to obtain access to the CDS and its Toolbox.

工具

https://cds.climate.copernicus.eu/toolbox/doc/cdstoolbox.html

https://cds.climate.copernicus.eu/toolbox-editor/7089/00-hello-world

变量选择：

'2m_temperature', '10m_u_component_of_wind', '10m_v_component_of_wind',
'mean_sea_level_pressure', 'sea_surface_temperature',

云相关variable':[
'cloud_base_height','high_cloud_cover','low_cloud_cover',
'medium_cloud_cover','total_cloud_cover','total_column_cloud_ice_water',
'total_column_cloud_liquid_water','vertical_integral_of_divergence_of_cloud_frozen_water_flux','vertical_integral_of_divergence_of_cloud_liquid_water_flux',
'vertical_integral_of_eastward_cloud_frozen_water_flux','vertical_integral_of_eastward_cloud_liquid_water_flux','vertical_integral_of_northward_cloud_frozen_water_flux',
'vertical_integral_of_northward_cloud_liquid_water_flux']

j降水
'convective_precipitation','convective_rain_rate','instantaneous_large_scale_surface_precipitation_fraction',
'large_scale_precipitation','large_scale_precipitation_fraction','large_scale_rain_rate',
'maximum_total_precipitation_rate_since_previous_post_processing','minimum_total_precipitation_rate_since_previous_post_processing','precipitation_type',
'total_column_rain_water','total_precipitation'

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~/.cdsapirc：
url: https://cds.climate.copernicus.eu/api/v2
key: XXXX:x-x-x-x-x

时间序列

plotly上面可以获取数据