Contributors: Taylor Mandelbaum
Name: Taylor Mandelbaum
Login: aaTman
Email: mandelbaum.taylor@gmail.com
OST Projects: 4
Languages: Python
Categories: Atmosphere, Climate Change
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Meteorological Observation and Forecast
Topics: benchmarking, meteorology, big-data-program, cfgrib, ecmwf-data, gfs, grib, grib2, hrrr, noaa-data, nomads, numerical-weather-prediction, rap, climate, contingency-table, forecast-evaluation, forecast-verification, model-validation, oceanography, verification, weather
Contributed Projects
Herbie
A Python package that downloads recent and archived numerical weather prediction model output from different cloud archive sources.
big-data-program cfgrib download ecmwf-data gfs grib grib2 hrrr noaa-data nomads numerical-weather-prediction open-data python rap xarray
Atmosphere - Meteorological Observation and Forecast - Last synced: 11 Aug 2026 - Ranking: 22.8
kerchunk
A library that provides a unified way to represent a variety of chunked, compressed data formats (e.g. NetCDF, HDF5, GRIB), allowing efficient access to the data from traditional file systems or cloud object storage.
Climate Change - Climate Data Standards - Last synced: 10 Aug 2026 - Ranking: 22.1
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: 11 Aug 2026 - Ranking: 17.9
Extreme Weather Bench
Builds on the successful work of WeatherBench and introduces a set of high-impact weather events, spanning across multiple spatial and temporal scales and different parts of the weather spectrum.
Atmosphere - Meteorological Observation and Forecast - Last synced: 10 Aug 2026 - Ranking: 10.7
