xskillscore
An open source project and Python package that provides verification metrics of deterministic (and probabilistic from properscoring) forecasts with xarray.
forecasting metrics pangeo verification
Climate Change - Climate Data Processing and Analysis - Last synced: 06 Jan 2026 - Ranking: 18.1
Scores
A Python package of mathematical functions for the verification, evaluation and optimisation of forecasts, predictions or models, primarily supporting the meteorological, climatological and geoscientific communities.
climate contingency-table dask forecast-evaluation forecast-verification forecasting model-validation oceanography pandas python verification weather xarray
Climate Change - Earth and Climate Modeling - Last synced: 07 Jan 2026 - Ranking: 16.4
Hagelslag
An object-based severe storm forecasting system that utilizing image processing and machine learning tools to derive calibrated probabilities of severe hazards from convection-allowing numerical weather prediction model output.
geojson hail hrrr machine-learning mrms netcdf performance performance-diagram python reliability segmentation storms tracking verification weather zarr
Climate Change - Natural Hazard and Storm - Last synced: 07 Jan 2026 - Ranking: 12.2
Verif
A command-line tool that lets you verify the quality of weather forecasts for point locations.
evaluation forecasting prediction statistics verification weather
Atmosphere - Meteorological Observation and Forecast - Last synced: 07 Jan 2026 - Ranking: 12.1
LIVVkit
The land ice verification and validation toolkit.
ice-sheet-models testing validation verification
Cryosphere - Glacier and Ice Sheets - Last synced: 07 Jan 2026 - Ranking: 11.9
MONET
An open-source project and Python package that aims to create a common platform for atmospheric composition data analysis for weather and air quality models.
air arl cmaq noaa python quality verification visualization
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 07 Jan 2026 - Ranking: 8.2
ConStrain
A data-driven knowledge-integrated framework that automatically verifies that building system controls function as intended.
bms building commissioning data hvac simulation verification
Consumption - Buildings and Heating - Last synced: 07 Jan 2026 - Ranking: 5.8
Global Names Verifier
Verifies scientific names against more than 100 biodiversity databases.
biodiversity bioinformatics go golang reconciliation resolution scientific-names verification
Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 07 Jan 2026 - Ranking: 5.2
caliver
CALIbration and VERification of gridded fire danger models.
calibration geospatial-data natural-hazard netcdf r verification wildfire
Biosphere - Wildfire - Last synced: 06 Jan 2026 - Ranking: 4.4
