climpred demo for EGU22

Demo of climpred at the European Geoscience Union 22 conference (EGU22) calculating Nino3.4 skill for NMME hindcasts verified against NOAA OISST observations

Presentation details

Presentation Title: climpred: weather and climate forecast verification in python

Aaron Spring | Thursday, 26 May 2022 15:24–15:31 | Room 0.94/95 | Vienna

Abstract: EGU22-8200

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Session: NP5.1 Advances in statistical post-processing, blending and verification of deterministic and ensemble forecasts

Thursday, 26 May 2022, 15:00–17:00 | Presentations | 15:10–16:40 | Room 0.94/95 |

Abstract: NP5.1

How to run

• In your browser:

• Locally in any environment: pip install climpred or conda install climpred

• Locally in climpred-dev environment:

  git clone https://github.com/aaronspring/climpred_egu22_demo
  cd climpred_egu22_demo
  conda env create -f environment.yml
  jupyter lab

Software

• https://climpred.readthedocs.io/en/stable/

Data

• Nino3.4
• NMME hindcasts
• NOAA OISST observations