Examples

Note

Please use the climpred-dev environment

conda env create -f ci/requirements/climpred-dev.yml

to ensure that all dependencies are installed to complete all example notebooks listed here.

Numerical Weather Prediction

• Calculate skill for NWP model GEFS for 6-hourly global forecasts
• Skill from ECMWF downloaded with herbie

Subseasonal

• Calculate skill of a MJO Index of SubX model GEOS_V2p1 as function of daily lead time
• Calculate skill of a MJO Index of S2S models as function of daily lead time
• Calculate skill of a MJO Index of SubX model GEOS_V2p1 as function of weekly lead time
• Calculate skill of S2S model ECMWF for daily global reforecasts

Monthly and Seasonal

• Calculate ENSO Skill of NMME model NCEP-CFSv2 as Function of Initial Month vs. Lead Time
• Calculate Seasonal ENSO Skill of the NMME model NCEP-CFSv2

Decadal

• Demo of Perfect Model Predictability Functions
• Hindcast Predictions of Equatorial Pacific SSTs
• Diagnosing Potential Predictability
• Significance Testing
• Implications of verify(dim)

Misc

• climpred on CPU vs GPU
• Setting up your own output
• intake-esm for cmorized output