OceanBench documentationΒΆ
OceanBench is a benchmarking tool to evaluate ocean forecasting systems against reference ocean analysis datasets (such as GLORYS reanalysis and GLO12 analysis) as well as observations.
This documentation contains the definitions of the evaluation methods as well as the python package oceanbench API reference.
Contents:
- Shape of the challenger dataset
- Definitions of evaluation methods
- Reference datasets
- Root Mean Square Deviation (RMSD) of variables compared to GLORYS reanalysis
- Root Mean Square Deviation (RMSD) of Mixed Layer Depth (MLD) compared to GLORYS reanalysis
- Root Mean Square Deviation (RMSD) of geostrophic currents compared to GLORYS reanalysis
- Deviation of Lagrangian trajectories compared to GLORYS reanalysis
- Root Mean Square Deviation (RMSD) of variables compared to GLO12 analysis
- Root Mean Square Deviation (RMSD) of Mixed Layer Depth (MLD) compared to GLO12 analysis
- Root Mean Square Deviation (RMSD) of geostrophic currents compared to GLO12 analysis
- Deviation of Lagrangian trajectories compared to GLO12 analysis
- Input datasets for OceanBench challenger evaluation
- 1 degree track
- oceanbench package