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• WEB-API  (python)
• direct MARS access**

• CDS-API (python)
• direct MARS access**

dedicated web portals *

• TIGGE: https://apps.ecmwf.int/datasets/data/tigge
• S2S: https://apps.ecmwf.int/datasets/data/s2s

1) dedicated ECDS portal

• TIGGE: 
  
  • https://ecds.ecmwf.int/datasets/tigge (with link to MARS catalogue)https://ecds.ecmwf.int/datasets/tigge-forecasts (with new forms)
• S2S:
  • realtime: https://ecds.ecmwf.int/datasets/s2s (with link to MARS catalogue)
    
    • https://ecds.ecmwf.int/datasets/s2s-forecasts (with new forms)
  • reforecasts:
    
    • https://ecds.ecmwf.int/datasets/s2s (with link to MARS catalogue)https://ecds.ecmwf.int/datasets/s2s-reforecasts (with new forms)

2) dedicated MARS catalogues

• https://apps.ecmwf.int/data-catalogues/tigge
• https://apps.ecmwf.int/data-catalogues/s2s

• https://apps.ecmwf.int/datasets/history/tigge-prod
• https://apps.ecmwf.int/datasets/history/s2s-prod
• https://apps.ecmwf.int/datasets/history/s2s-reforecast

• https://confluence.ecmwf.int/display/tigge
• https://confluence.ecmwf.int/display/s2s