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 Jul 2025 - Ranking: 28.0

icechunk

An open-source transactional storage engine for tensor / ND-array data designed for use on cloud object storage.

cloud database xarray zarr

Climate Change - Climate Data Standards - Last synced: 06 Jul 2025 - Ranking: 20.6

Echopype

A package built to enable interoperability and scalability in ocean sonar data processing.

acoustics azfp echosounder ek60 ek80 netcdf ocean sonar xarray zarr

Biosphere - Marine Life and Fishery - Last synced: 07 Jul 2025 - Ranking: 15.5

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 Jul 2025 - Ranking: 11.0

Analysis-Ready, Cloud Optimized ERA5

A global history of the climate highly accessible in the cloud.

cloud-optimized ecmwf era5 open-science zarr

Climate Change - Climate Data Access and Visualization - Last synced: 07 Jul 2025 - Ranking: 8.2

Mesogeos

A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean.

datacube deep-learning forests mediterranean wildfire-forecasting zarr

Biosphere - Wildfire - Last synced: 06 Jul 2025 - Ranking: 5.1

DeepIceDrain

Mapping and monitoring deep subglacial water activity in Antarctica using remote sensing and machine learning.

analysis-ready-data antarctica big-data binder datashader hdf5 ice-sheet icesat-2 intake jupyter-lab open-science pygmt python3 zarr

Cryosphere - Glacier and Ice Sheets - Last synced: 06 Jul 2025 - Ranking: -Infinity