Contributors: Ryan Abernathey
Name: Ryan Abernathey
Login: rabernat
Email: ryan.abernathey@gmail.com
Description: Open source maintainer. CEO and co-founder of @earth-mover. @pangeo-data creator. Professor of Earth and Environmental Sciences at Columbia University.
Website: https://github.com/rabernat
Location: New York City
Twitter: rabernat
Company: Earthmover PBC
Repositories count: 249
Last synced at: 2024-06-11T15:36:29.516Z
Total stars: 333
Followers: 865
Following: 5
OST Projects: 17
Languages: Python, Rust, C, , Jupyter Notebook, Fortran, Dockerfile
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Climate Downscaling, Curated Lists, Data Catalogs and Interfaces, Earth and Climate Modeling, Education, Ocean Carbon and Temperature, Ocean Circulation Models, Ocean Models, Ocean and Hydrology Data Access
Topics: automatic-differentiation, climate-science, data-assimilation, exoplanets, gfd, mitgcm, ocean-modelling, cheatsheet, geochemistry, geology, geophysics, geostatistics, groundwater, modflow, open-science, reservoir-modeling, seismic, subsurface, argo, argo-data, argo-floats, oceanography, climate-model, finite-volume, gridded-data, pangeo, dap, dods, opendap, climate, downscaling, bioimaging, conventions, ndimensional-arrays, zarr, keras, xarray-accessor, binderhub, arrays, compressed, reservoir-engineering, data-engineering, etl, data-access, data-catalog, pydata, esm-catalog-specification, intake-esm, xdev, data-processing, dataflow, stream-processing, streaming-data, units, download-manager, fatiando-a-terra, ftp, scipy-stack
Contributed Projects
xarray
An open source project and Python package that introduces labels in the form of dimensions, coordinates, and attributes on top of raw NumPy-like arrays, which allows for more intuitive, more concise, and less error-prone user experience.
dask netcdf numpy pandas python xarray
Climate Change - Climate Data Standards - Last synced: 06 Jan 2026 - Ranking: 32.2
Zarr
Provides an efficient, scalable, and flexible way to store and access large, multi-dimensional arrays, the core data format used in climate models and observational datasets.
compressed ndimensional-arrays python zarr
Climate Change - Climate Data Standards - Last synced: 06 Jan 2026 - Ranking: 28.4
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: 06 Jan 2026 - Ranking: 21.5
pydap
An implementation of the Opendap/DODS protocol, written from scratch in pure Python, that allows researchers to access NASA Earth science data from a variety of programs.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 06 Jan 2026 - Ranking: 20.4
xgcm
A Python package for analyzing general circulation model output data.
climate-model finite-volume gridded-data python
Climate Change - Climate Data Processing and Analysis - Last synced: 07 Jan 2026 - Ranking: 19.4
GSW-Python
This Python implementation of the Thermodynamic Equation of Seawater 2010.
Hydrosphere - Ocean Carbon and Temperature - Last synced: 06 Jan 2026 - Ranking: 17.5
argopy
A global network of nearly 4000 autonomous probes measuring pressure, temperature and salinity from the surface to 2000m depth every 10 days.
argo argo-data argo-floats oceanography python
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 07 Jan 2026 - Ranking: 16.3
Awesome Open Geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome.
awesome awesome-list cheatsheet geochemistry geology geophysics geoscience geosciences geospatial geostatistics groundwater modflow open-data open-science open-source python reservoir-modeling seismic simulation subsurface
Sustainable Development - Curated Lists - Last synced: 06 Jan 2026 - Ranking: 11.9
pangeo
A community platform for Big Data geoscience.
Climate Change - Earth and Climate Modeling - Last synced: 06 Jan 2026 - Ranking: 11.1
MITgcm
A flexible non-hydrostatic formulation that efficiently simulates fluid phenomena over a wide range of scales.
automatic-differentiation climate-science data-assimilation exoplanets gfd mitgcm ocean-modelling
Hydrosphere - Ocean Models - Last synced: 06 Jan 2026 - Ranking: 10.7
Awesome Open Climate Science
Awesome Open Atmospheric, Ocean, and Climate Science.
Sustainable Development - Curated Lists - Last synced: 07 Jan 2026 - Ranking: 9.5
Xarray Tutorial
An open source project and Python package that makes working with labelled multi-dimensional arrays simple, efficient, and fun.
Sustainable Development - Education - Last synced: 06 Jan 2026 - Ranking: 9.1
Pangeo Docker Images
The images defined in this repository capture reproducible computing environments used by Pangeo Cloud.
Climate Change - Earth and Climate Modeling - Last synced: 06 Jan 2026 - Ranking: 8.9
scikit-downscale
Statistical downscaling and postprocessing models for climate and weather model simulations.
climate downscaling scikit-learn xarray
Climate Change - Climate Downscaling - Last synced: 07 Jan 2026 - Ranking: 8.0
Earth and Environmental Data Science Book
An Introduction to Earth and Environmental Data Science.
Sustainable Development - Education - Last synced: 06 Jan 2026 - Ranking: 7.2
Intro to Physical Oceanography
Course materials for Introduction to Physical Oceanography.
Sustainable Development - Education - Last synced: 06 Jan 2026 - Ranking: 6.8
