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raw_datasets.md

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Raw datasets

This is a list of raw weather and climate datasets that are commonly used in ML research. The list is in alphabetical order.

CMIP6

ERA5

  • Reference: Hersbach et al. 2020
  • Data: https://cds.climate.copernicus.eu/
  • Description: The ultimate reanalysis dataset covering the last 40 years (1950 to 1978 as a preliminary version) at 0.25 degree global resolution. Hourly data available. Pretty much every variable.
  • Notes: Care is to be taken for a bunch of surface variables, such as precipitation and wind. These often don't match direct observations very closely.
  • Examples of papers using this dataset: WeatherBench

TIGGE