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
netcdf-python
The Unidata network Common Data Form (netCDF) in Python is an interface for scientific data access and a set of freely-distributed software libraries that provide an implementation of the interface.
Climate Change - Climate Data Standards - Last synced: 06 Jan 2026 - Ranking: 26.1
Iris
A powerful, format-agnostic, community-driven Python package for analyzing and visualizing Earth science data.
data-analysis earth-science grib iris meteorology netcdf oceanography python spaceweather visualisation
Climate Change - Climate Data Processing and Analysis - Last synced: 06 Jan 2026 - Ranking: 21.7
Siphon
A collection of Python utilities for retrieving atmospheric and oceanic data from remote sources, focusing on being able to retrieve data from Unidata data technologies.
hacktoberfest netcdf python thredds thredds-catalogs unidata
Sustainable Development - Data Catalogs and Interfaces - Last synced: 06 Jan 2026 - Ranking: 21.1
icclim
Python library for climate indices and climate indicators calculation.
calculation-climate climate-indicators climate-indices climate-simulations icclim netcdf python python-library python-package xarray xclim
Climate Change - Climate Data Processing and Analysis - Last synced: 06 Jan 2026 - Ranking: 18.2
netcdf-c
The Unidata network Common Data Form (netCDF) in C is an interface for scientific data access and a set of freely-distributed software libraries that provide an implementation of the interface.
c hacktoberfest netcdf unidata unidata-netcdf
Climate Change - Climate Data Standards - Last synced: 06 Jan 2026 - Ranking: 18.1
goes2go
Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.
big-data-program download glm goes goes-16 goes-17 goes-satellite netcdf noaa-satellite open-data python satellite satellite-data satellite-imagery xarray
Sustainable Development - Environmental Satellites - Last synced: 06 Jan 2026 - Ranking: 18.0
NCDatasets.jl
Allows one to read and create netCDF files, with data sets and attribute lists behaving like Julia dictionaries and variables like Julia arrays, and it implements the CommonDataModel.jl interface.
climate-and-forecast-conventions climatology earth-observation julia meteorology netcdf oceanography opendap
Climate Change - Climate Data Standards - Last synced: 06 Jan 2026 - Ranking: 14.7
cfdm
Fully implements the CF data model for its internal data structures and so is able to process any CF-compliant dataset.
aggregation atmosphere cf climate dask data data-compression forecasting metadata netcdf ocean python ugrid zarr
Climate Change - Climate Data Standards - Last synced: 06 Jan 2026 - Ranking: 14.4
daymetr
Allows for easy downloads of Daymet climate data directly to your R workspace or your computer.
climate-data data-science daymet gridded-data netcdf ornl-daac r-package rstats
Climate Change - Climate Data Processing and Analysis - Last synced: 06 Jan 2026 - Ranking: 12.5
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: 06 Jan 2026 - Ranking: 12.3
The Flexible Modeling System
A software framework for supporting the efficient development, construction, execution, and scientific interpretation of atmospheric, oceanic, and climate system models.
climate climate-model fms fortran gfdl infrastructure netcdf
Climate Change - Earth and Climate Modeling - Last synced: 06 Jan 2026 - Ranking: 11.5
Emiproc
A Python package for generating emission input files from diverse inventories and grids, adaptable to various atmospheric transport models, including COSMO-ART and ICON-ART.
atmospheric-modelling atmospheric-science edgar-database emissions emissions-inventory environement modeling netcdf python wrf-chem
Emissions - Emission Observation and Modeling - Last synced: 06 Jan 2026 - Ranking: 10.2
Miranda
A modern Python utility library for climate data collection and management.
archiving climate collection management netcdf
Climate Change - Climate Data Processing and Analysis - Last synced: 06 Jan 2026 - Ranking: 10.0
ICAR
A simplified atmospheric model designed primarily for climate downscaling, atmospheric sensitivity tests, and hopefully educational uses.
climate downscaling icar netcdf precipitation regional-climate-model
Sustainable Development - Education - Last synced: 06 Jan 2026 - Ranking: 8.1
magics
Plotting package to visualise meteorological data in GRIB, NetCDF, BUFR and ODB format.
bufr earth-science grib meteorology netcdf odb visualization weather
Atmosphere - Meteorological Observation and Forecast - Last synced: 06 Jan 2026 - Ranking: 7.8
gis4wrf
A free and open source QGIS plug-in to help researchers and practitioners with their Advanced Research Weather Research and Forecasting modeling workflows.
academia air-quality atmospheric-modelling atmospheric-science forecasting-models gis grib meteorology netcdf nwp plotting python qgis-plugin scientific-computations scientific-computing simulation urban-planning weather wps wrf
Atmosphere - Meteorological Observation and Forecast - Last synced: 06 Jan 2026 - Ranking: 7.0
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
Ocean-Data-Map-Project
A Data Visualization tool that enables users to discover and view 3D ocean model output quickly and easily.
data-visualization gis javascript netcdf ocean-model ocean-navigator oceanography python science
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 06 Jan 2026 - Ranking: -Infinity
OpenClimateGIS
A set of geoprocessing and calculation tools for CF-compliant climate datasets.
climate climate-datasets gdal-python gis grid mpi mpi4py netcdf shapefiles thredds
Climate Change - Climate Data Processing and Analysis - Last synced: 06 Jan 2026 - Ranking: -Infinity
