Categories - Climate Change - Climate Data Standards

Topics

cf, climate-and-forecast-conventions, compressed, ndimensional-arrays, unidata-netcdf, netcdf-fortran, netcdf-library, h5py, cmor3, prepare, cfdm, cfunits, pp, um,

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

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.

netcdf netcdf4 python

Climate Change - Climate Data Standards - Last synced: 06 Jan 2026 - Ranking: 26.1

h5netcdf

A Python interface for the netCDF4 file format that reads and writes local or remote HDF5 files directly via h5py or h5pyd, without relying on the Unidata netCDF library.

h5py hdf5 netcdf python

Climate Change - Climate Data Standards - Last synced: 07 Jan 2026 - Ranking: 23.6

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 Jan 2026 - Ranking: 22.2

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.

hacktoberfest python

Climate Change - Climate Data Standards - Last synced: 06 Jan 2026 - Ranking: 21.5

cf-xarray

An accessor for xarray objects that interprets CF attributes.

cf-conventions metadata xarray

Climate Change - Climate Data Standards - Last synced: 06 Jan 2026 - Ranking: 21.5

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

cf-python

A CF-compliant Earth Science data analysis library.

cf cfdm cfunits data-analysis earth-science metadata netcdf pp python um

Climate Change - Climate Data Standards - Last synced: 07 Jan 2026 - Ranking: 17.0

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

netcdf-fortran

The Unidata network Common Data Form (netCDF) in Fortran is an interface for scientific data access and a set of freely-distributed software libraries that provide an implementation of the interface.

dataset hacktoberfest netcdf-fortran netcdf-library unidata

Climate Change - Climate Data Standards - Last synced: 07 Jan 2026 - Ranking: 13.6

Climate Model Output Rewriter

Produce CF-compliant netCDF files that fulfill the requirements of many of the climate community's standard model experiments.

cmip6 cmor3 esgf prepare

Climate Change - Climate Data Standards - Last synced: 07 Jan 2026 - Ranking: 9.1

pycmor

A Python package to simplify the standardization of output into the Climate Model Output Rewriter standard.

climate-science netcdf-files

Climate Change - Climate Data Standards - Last synced: 06 Jan 2026 - Ranking: 8.5

cf-conventions

The conventions for CF (Climate and Forecast) metadata are designed to promote the processing and sharing of files created with the NetCDF API.

Climate Change - Climate Data Standards - Last synced: 07 Jan 2026 - Ranking: -Infinity

CF Checker

The CF Checker is a utility that checks the contents of a NetCDF file complies with the Climate and Forecasts (CF) Metadata Convention.

Climate Change - Climate Data Standards - Last synced: 07 Jan 2026 - Ranking: -Infinity

Contributors

ocefpaf ocefpaf@gmail.com

OST Projects: 26
Categories: Atmosphere, Biosphere, Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Coastal and Reefs, Curated Lists, Data Catalogs and Interfaces, Earth and Climate Modeling, Environmental Satellites, Freshwater and Hydrology, Marine Life and Fishery, Meteorological Observation and Forecast, Ocean Carbon and Temperature, Ocean Circulation Models, Ocean Models, Ocean and Hydrology Data Access, Waves and Currents
Topics: ocean, oceanography, physical-oceanography, lagrangian-ocean-modelling, ocean-circulation-models, climate-model, climate-science, educational-software, cesm, climate and 61 more

Stephan Hoyer shoyer@google.com

OST Projects: 20
Categories: Atmosphere, Climate Change
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Meteorological Observation and Forecast
Topics: unidata, unidata-netcdf, grib, meteorology, weather, weather-forecast, community, jax, zarr, compressed and 27 more

Joseph Hamman jhamman@ucar.edu

OST Projects: 17
Categories: Climate Change, Emissions, Hydrosphere, Sustainable Development
Sub Categories: Carbon Offsets and Trading, Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Climate Downscaling, Curated Lists, Earth and Climate Modeling, Education, Emission Observation and Modeling, Freshwater and Hydrology
Topics: climate, hydrology, land-surface, streamflow, netcdf4, cesm-lens, climate-datasets, cmip6, data-access, data-catalog and 38 more

Ryan Abernathey ryan.abernathey@gmail.com

OST Projects: 17
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 and 48 more

Scott Henderson scottyh@uw.edu

OST Projects: 16
Categories: Climate Change, Cryosphere, Sustainable Development
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Education, Environmental Satellites, Glacier and Ice Sheets
Topics: closember, community-driven, icesat-2, pangeo, aws-s3, climate, glaciology, geospatial-analysis, geospatial-data, jupyterbook and 8 more

Navid C. Constantinou navidcy@users.noreply.github.com

OST Projects: 16
Categories: Atmosphere, Climate Change, Cryosphere, Emissions, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Carbon Capture, Climate Data Processing and Analysis, Climate Data Standards, Ocean Models, Radiative Transfer, Sea Ice, Soil and Land, Waves and Currents
Topics: climate-model, finite-volume, gridded-data, climate-analysis, climate-science, ocean-modelling, sea-ice, climate, land, land-surface-model and 30 more

Robert Gieseke rob.g@web.de

OST Projects: 14
Categories: Climate Change, Emissions, Energy Systems, Sustainable Development
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Emission Observation and Modeling, Energy Data Accessibility and Integration, Energy System Data Access, Taxonomy and Ontology
Topics: climate-model, hector-model, climate-change, climate-data, bulma-css, national-electricity-market, data-package, magicc-model, climate, hector and 47 more

Mike Taves mwtoews@gmail.com

OST Projects: 14
Categories: Climate Change, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Education, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: grib, meteorology, earth-science, groundwater, modflow, hydrology, surface-water, netcdf4, geometry, gdal and 52 more

Lukas Trippe lkstrp@pm.me

OST Projects: 13
Categories: Climate Change, Energy Systems, Sustainable Development
Sub Categories: Climate Data Standards, Education, Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Global and Regional Energy System Models, Regional Energy System Models, Renewable Energy Integration
Topics: capacity-expansion-planning, clean-energy, climate-change, electrical-engineering, energy-system, energy-systems, loadflow, optimal-power-flow, optimisation, power-flow and 37 more

Martijn Visser mgvisser@gmail.com

OST Projects: 13
Categories: Climate Change, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: earth-science, groundwater, modflow, hydrologists, hydrology, water-resources, hydrological-modelling, wflow, MODFLOW, imod and 64 more

Kristen M. Thyng kthyng@gmail.com

OST Projects: 12
Categories: Biosphere, Climate Change, Hydrosphere, Natural Resources, Renewable Energy
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Forest Observation and Management, Forest Remote Sensing, Natural Hazard and Storm, Ocean Circulation Models, Ocean Models, Ocean and Hydrology Data Access, Soil and Land, Waves and Currents, Wind Energy
Topics: tree-canopy, tree-detection, tree-pixels, ocean, ocean-modelling, trajectory, cf-conventions, cyclones-behaviour, tropical-storms, coops and 65 more

gaelforget gforget@mit.edu

OST Projects: 12
Categories: Biosphere, Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Education, Marine Life and Fishery, Ocean Circulation Models, Ocean Models
Topics: automatic-differentiation, climate-science, data-assimilation, exoplanets, gfd, mitgcm, ocean-modelling, climate, climate-change, climate-model and 33 more

Anderson Banihirwe axbanihirwe@ualr.edu

OST Projects: 12
Categories: Climate Change, Emissions, Sustainable Development
Sub Categories: Carbon Offsets and Trading, Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Climate Downscaling, Earth and Climate Modeling, Education
Topics: climate, climate-analysis, pangeo, prediction, s2d, s2s, climate-model, finite-volume, gridded-data, cesm-lens and 60 more

Stefan Pfenninger stefan@pfenninger.org

OST Projects: 11
Categories: Climate Change, Consumption, Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Buildings and Heating, Climate Data Standards, Education, Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Global and Regional Energy System Models, Photovoltaics and Solar Energy, Regional Energy System Models, Renewable Energy Integration
Topics: irradiance, ninja, photovoltaic, pv, solar, energy-system, optimisation, pyomo, calliope-models, conda and 12 more

Kyle Barron kylebarron2@gmail.com

OST Projects: 11
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists
Topics: bus, gtfs-analysis, gtfs-converters, gtfs-feed, gtfs-files, gtfs-libraries, gtfs-realtime, gtfs-utils, gtfs-validator, realtime-data and 53 more

jbusecke julius@ldeo.columbia.edu

OST Projects: 11
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Education, Waves and Currents
Topics: lagrangian-ocean-modelling, ocean-circulation-models, climate-model, finite-volume, gridded-data, cesm-lens, climate-datasets, cmip6, data-access, data-catalog and 35 more

Ray Bell rayjohnbell0@gmail.com

OST Projects: 11
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Curated Lists, Data Catalogs and Interfaces, Environmental Satellites, Meteorological Observation and Forecast, Natural Hazard and Storm
Topics: grib, meteorology, climate, climate-analysis, pangeo, prediction, s2d, s2s, verification, closember and 64 more

Pascal Bourgault bourgault.pascal@ouranos.ca

OST Projects: 11
Categories: Climate Change, Hydrosphere
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Freshwater and Hydrology
Topics: calculation-climate, climate-indicators, climate-indices, climate-simulations, icclim, xclim, archiving, climate, indices, ogc and 33 more

James McCreight jamesmcc@ucar.edu

OST Projects: 10
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Standards, Freshwater and Hydrology, Ocean Circulation Models, Ocean Models, Water Supply, Water Supply and Quality
Topics: hydrology, water, earth-science, groundwater, modflow, hydrologic-modeling, wrf-hydro, modflow6, prms, surfacehydrology and 5 more

Scott Henderson scottyhq@gmail.com

OST Projects: 10
Categories: Climate Change, Cryosphere, Sustainable Development
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Education, Environmental Satellites, Glacier and Ice Sheets, Snow and Permafrost
Topics: h5py, binderhub, pangeo, backscatter, runoff, sar, snowmelt, 2023-hackweek, cloud-computing, cryosphere and 20 more

Jim Edwards jedwards@ucar.edu

OST Projects: 10
Categories: Climate Change, Cryosphere, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models, Sea Ice
Topics: unidata, unidata-netcdf, cesm, climate, cmip5, dap, e3sm, esgf, gsl, hdf and 35 more

lumbric lumbric@gmail.com

OST Projects: 10
Categories: Climate Change, Energy Systems
Sub Categories: Climate Data Standards, Energy Modeling and Optimization, Energy System Modeling Frameworks, Global and Regional Energy System Models, Integrated Assessment and Climate Policy, Regional Energy System Models, Renewable Energy Integration
Topics: energy-system, gams, integrated-assessment, integrated-assessment-model, strategic-planning, capacity-expansion-planning, clean-energy, climate-change, electrical-engineering, energy-systems and 64 more

Rich Signell rsignell@usgs.gov

OST Projects: 10
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Curated Lists, Data Catalogs and Interfaces, Earth and Climate Modeling, Education, Meteorological Observation and Forecast
Topics: atmospheric-science, cloud-computing, escience, nsf, science-gateways, unidata, xsede, pangeo, dap, dods and 54 more

Jack Kelly jack@OpenClimateFix.org

OST Projects: 10
Categories: Atmosphere, Climate Change, Renewable Energy, Sustainable Development
Sub Categories: Climate Data Standards, Environmental Satellites, Meteorological Observation and Forecast, Photovoltaics and Solar Energy
Topics: photovoltaic, renewable-energy, renewables, solar-energy, nowcasting, code-point-open, constituency, electricity-distribution, electricity-transmission, geocode-postcode and 22 more

Aimee Barciauskas aimee@developmentseed.org

OST Projects: 10
Categories: Biosphere, Climate Change, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Biomass, Climate Data Standards, Data Catalogs and Interfaces, Earth and Climate Modeling, Education
Topics: air-quality, access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience, pangeo, cumulus and 41 more

Brian Rose brose@albany.edu

OST Projects: 9
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Education, Ocean Circulation Models, Ocean Models
Topics: automatic-differentiation, climate-science, data-assimilation, exoplanets, gfd, mitgcm, ocean-modelling, climate-model, educational-software, gridding and 29 more

David Huard huard.david@ouranos.ca

OST Projects: 9
Categories: Climate Change, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Freshwater and Hydrology
Topics: birdhouse, hydrology, pavics, wps, climate-analysis, climate-science, netcdf4, xclim, archiving, climate and 25 more

Fabian Hofmann hofmann@fias.uni-frankfurt.de

OST Projects: 9
Categories: Climate Change, Energy Systems
Sub Categories: Climate Data Standards, Energy Data Accessibility and Integration, Energy System Modeling Frameworks, Global and Regional Energy System Models, Grid Analysis and Planning, Renewable Energy Integration
Topics: datashader, holoviews, holoviz, demand-flexibility, energy-model, energy-system-model, energy-transition, great-britain, power-systems, pypsa and 33 more

Michael Sumner mdsumner@gmail.com

OST Projects: 9
Categories: Biosphere, Climate Change, Cryosphere, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Climate Data Standards, Education, Environmental Satellites, Ocean and Hydrology Data Access, Sea Ice, Soil and Land
Topics: biodiversity, gbif, lifewatch, oscibio, species, spocc, big-earth-data, cbers, earth-observation, eo-datacubes and 61 more

Raphael Dussin raphael.dussin@gmail.com

OST Projects: 9
Categories: Climate Change, Cryosphere, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Glacier and Ice Sheets, Ocean Circulation Models, Ocean Models
Topics: automatic-differentiation, climate-science, data-assimilation, exoplanets, gfd, mitgcm, ocean-modelling, climate-model, finite-volume, gridded-data and 15 more

Deepak Cherian dcherian@users.noreply.github.com

OST Projects: 9
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Education
Topics: zarr, climate-model, finite-volume, gridded-data, pangeo, cf-conventions, compressed, ndimensional-arrays

luzpaz luzpaz@users.noreply.github.com

OST Projects: 9
Categories: Climate Change, Cryosphere, Energy Systems, Natural Resources, Renewable Energy, Sustainable Development
Sub Categories: Building Energy Monitoring, Climate Data Standards, Data Catalogs and Interfaces, Energy System Modeling Frameworks, Glacier and Ice Sheets, Hydro Energy, Photovoltaics and Solar Energy, Water Supply and Quality
Topics: lift, lifting-line-theory, numerics, panel-analysis, potential-flow, sqlalchemy, zip, geomorphology, geomorphometry, geoprocessing and 31 more

Antonio Valentino antonio.valentino@tiscali.it

OST Projects: 9
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Climate Data Standards, Data Catalogs and Interfaces, Environmental Satellites, Meteorological Observation and Forecast
Topics: avhrr, calibration, climate, gac, lac, metop, noaa, radiometric, tiros, unidata and 59 more

stijnvanhoey stijnvanhoey@gmail.com

OST Projects: 9
Categories: Biosphere, Climate Change, Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Avian Monitoring and Analysis, Biodiversity Data Access and Management, Biodiversity Data Cleaning and Standardization, Biodiversity and Species Distribution, Climate Data Standards, Education, Freshwater and Hydrology, Marine Life and Fishery, Soil and Land, Terrestrial Animals
Topics: aeroecology, enram, eumetnet-opera, lifewatch, movement-ecology, nexrad, oscibio, radar, weather-radar, wsr-88d and 49 more

Zeb Nicholls zebedee.nicholls@climate-energy-college.org

OST Projects: 9
Categories: Climate Change, Emissions
Sub Categories: Carbon Intensity and Accounting, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Integrated Assessment and Climate Policy
Topics: climate, detail, emissions, filling, climate-model, magicc-model, cmip6, cmor3, esgf, prepare and 44 more

Ayrton Bourn ayrtonbourn@outlook.com

OST Projects: 9
Categories: Climate Change, Emissions, Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Carbon Intensity and Accounting, Carbon Offsets and Trading, Climate Data Standards, Energy Data Accessibility and Integration, Energy System Data Access, Environmental Satellites, Hydro Energy
Topics: geolocation, npps, nuclear, open-datasets, plant, power, powerplant, reactor, energy-system, hydropower and 25 more

Gui Castelao guilherme@castelao.net

OST Projects: 9
Categories: Climate Change, Energy Systems, Hydrosphere, Renewable Energy
Sub Categories: Climate Data Standards, Energy System Data Access, Ocean Carbon and Temperature, Ocean Circulation Models, Ocean Models, Ocean and Hydrology Data Access, Renewable Energy Integration, Wind Energy
Topics: climate-change, climate-data, generative-adversarial-network, renewable-energy, solar-energy, wind-energy, meteorology, oceanography, wmo, argo-floats and 16 more

Joe Hamman jhamman1@gmail.com

OST Projects: 9
Categories: Climate Change, Emissions
Sub Categories: Carbon Offsets and Trading, Climate Data Standards, Climate Downscaling, Earth and Climate Modeling, Emission Observation and Modeling
Topics: cf-conventions, gdal, rasterio, binder, earth-science, research-and-development, community, data-catalogs, intake, compressed and 5 more

David Blodgett dblodgett@usgs.gov

OST Projects: 9
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Standards, Freshwater and Hydrology, Ocean and Hydrology Data Access, Water Supply, Water Supply and Quality
Topics: usgs, hydrology, modflow, modflow6, prms, surfacehydrology, swb, water, aoi, climate and 30 more

Sadie L. Bartholomew sadie.bartholomew@ncas.ac.uk

OST Projects: 9
Categories: Atmosphere, Climate Change, Emissions, Sustainable Development
Sub Categories: Atmospheric Dispersion and Transport, Carbon Intensity and Accounting, Climate Data Access and Visualization, Climate Data Standards, Earth and Climate Modeling, Knowledge Platforms
Topics: netcdf4, cf, cfdm, cfunits, earth-science, pp, um, carbon, carbon-footprint, climate and 56 more

Mattia Almansi m.almansi@bopen.eu

OST Projects: 8
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Environmental Satellites, Ocean and Hydrology Data Access
Topics: climate-science, dimensionality-reduction, eof-analysis, pattern-recognition, pca, copernicus, earth-observation, radar, sar, synthetic-aperture-radar and 10 more

tbeu tc@tbeu.de

OST Projects: 8
Categories: Climate Change, Consumption, Energy Systems, Renewable Energy
Sub Categories: Buildings and Heating, Climate Data Standards, Energy System Modeling Frameworks, Hydro Energy
Topics: buildings, control, energy-efficiency, modelica, modelica-library, mirror, award-winning, standard-conform, wind-turbine, ernergy and 43 more

Huite Bootsma huitebootsma@gmail.com

OST Projects: 8
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Standards, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: earth-science, groundwater, modflow, hydrology, water-resources, hydrological-modelling, wflow, MODFLOW, imod, bvh and 6 more

Raphael Hagen norlandrhagen@gmail.com

OST Projects: 8
Categories: Climate Change, Emissions
Sub Categories: Carbon Offsets and Trading, Climate Data Standards, Climate Downscaling, Earth and Climate Modeling, Emission Observation and Modeling
Topics: climate, downscaling, keras, xarray-accessor, pangeo, data-engineering, etl, zarr

Julia Signell jsignell@gmail.com

OST Projects: 8
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Meteorological Observation and Forecast, Soil and Land
Topics: cf-conventions, closember, pyart, radar-processing, weather-radars, geographic-data, rendering, volume, geospatial-analysis, geospatial-data and 51 more

Willi Rath willirath@users.noreply.github.com

OST Projects: 8
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Education, Ocean Models, Waves and Currents
Topics: distributed-computing, pydata, packaging, version-control, climate-model, finite-volume, gridded-data, pangeo, lagrangian-ocean-modelling, ocean-circulation-models

Riley Brady riley.brady@colorado.edu

OST Projects: 8
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Curated Lists, Earth and Climate Modeling
Topics: climate, climate-analysis, pangeo, prediction, s2d, s2s, climate-model, finite-volume, gridded-data, verification and 7 more

Jonas Hoersch coroa@posteo.de

OST Projects: 8
Categories: Climate Change, Energy Systems, Renewable Energy
Sub Categories: Climate Data Standards, Energy System Modeling Frameworks, Global and Regional Energy System Models, Hydro Energy, Integrated Assessment and Climate Policy, Renewable Energy Integration
Topics: conda, demand-flexibility, energy-model, energy-system-model, energy-transition, great-britain, power-systems, pypsa, sector-coupling, snakemake-workflow and 37 more

Matthew Thompson matthew.thompson@nasa.gov

OST Projects: 8
Categories: Climate Change, Emissions, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces, Earth and Climate Modeling, Emission Observation and Modeling, Ocean Circulation Models, Ocean Models
Topics: climate, climate-model, fms, gfdl, atmospheric-composition, atmospheric-modeling, cloud-computing, configuration-files, data-broker, emissions and 49 more

Charles Kawczynski kawczynski.charles@gmail.com

OST Projects: 8
Categories: Atmosphere, Climate Change, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models, Radiative Transfer, Soil and Land
Topics: climate, data-assimilation, canopy, fluorescence, land-surface-model, sif, soil-plant-atmosphere, climate-change, ocean, climate-and-forecast-conventions and 37 more

Max Grover mgroverwx@gmail.com

OST Projects: 7
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Access and Visualization, Climate Data Standards, Education, Meteorological Observation and Forecast
Topics: cesm-lens, climate-datasets, cmip6, data-access, data-catalog, earth-system-model, intake, pangeo, atmospheric-science, hodograph and 15 more

Spencer Clark spencerkclark@gmail.com

OST Projects: 7
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling
Topics: climate-modeling, climate, fms, fv3, gfdl, model-component, cf-conventions, netcdftime, axis, cftime and 2 more

Kurt Schwehr schwehr@google.com

OST Projects: 7
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists, Environmental Satellites, Ocean and Hydrology Data Access
Topics: catalog, community-datasets, geospatial-data, googleearthengine, open-datasets, argo, argo-data, argo-floats, oceanography, ogc-services and 45 more

Ryan May rmay@ucar.edu

OST Projects: 7
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Data Catalogs and Interfaces, Earth and Climate Modeling, Education, Meteorological Observation and Forecast
Topics: unidata, unidata-netcdf, grib, meteorology, thredds, thredds-catalogs, atmospheric-science, hodograph, skew-t, weather and 30 more

Phobos pascal.bourgault@gmail.com

OST Projects: 7
Categories: Climate Change, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Ocean Circulation Models, Ocean Models
Topics: automatic-differentiation, climate-science, data-assimilation, exoplanets, gfd, mitgcm, ocean-modelling, climate-analysis, netcdf4, xclim and 12 more

David Huard david.huard@gmail.com

OST Projects: 7
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics: climate, climate-datasets, grid, mpi, mpi4py, shapefiles, thredds, accumulation, catchments, digital-elevation-model and 27 more

Lukas Kluft lukas.kluft@gmail.com

OST Projects: 7
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Chemistry and Aerosol, Atmospheric Composition and Dynamics, Climate Data Standards, Earth and Climate Modeling, Radiative Transfer
Topics: atmospheric-science, radiative-transfer, atmospheric-modelling, climate-model, atmospherice-science, spoiler, fsspec, grib, zarr, compressed and 1 more

Jessica Scheick JessicaS11@users.noreply.github.com

OST Projects: 7
Categories: Climate Change, Cryosphere, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces, Education, Glacier and Ice Sheets
Topics: closember, community-driven, icesat-2, cryosphere, jupyterbook, open-science, access, climate-data, cloud-computing, cmr and 3 more

Ryan Abernathey rpa@ldeo.columbia.edu

OST Projects: 7
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Education
Topics: climate-model, climate-science, educational-software, ocean-modelling, oceanography, astropy, finite-volume, gridded-data, compressed, ndimensional-arrays and 1 more

Aaron Spring aaronspring@users.noreply.github.com

OST Projects: 7
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards
Topics: climate-analysis, climate-model, datashader, holoviews, holoviz, climate, pangeo, prediction, s2d, s2s and 24 more

Rahul Mahajan aerorahul@users.noreply.github.com

OST Projects: 7
Categories: Atmosphere, Climate Change, Hydrosphere
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Meteorological Observation and Forecast, Ocean Models
Topics: climate, climate-model, fms, gfdl, netcdf-fortran, netcdf-library, unidata, community-modeling, forecast-model, numerical-weather-prediction and 10 more

tbeu tbeu@users.noreply.github.com

OST Projects: 7
Categories: Climate Change, Consumption, Energy Systems, Renewable Energy
Sub Categories: Buildings and Heating, Climate Data Standards, Energy System Modeling Frameworks, Hydro Energy, Production and Industry
Topics: modelica, energy-system, energy-system-modeling, gridcal, power-grid, power-grids, power-system-dynamic-modeling, power-system-dynamics, power-system-simulation, power-system-stability and 12 more

zmoon zmoon92@gmail.com

OST Projects: 7
Categories: Atmosphere, Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Atmospheric Chemistry and Aerosol, Climate Data Processing and Analysis, Climate Data Standards, Education, Ocean Circulation Models, Ocean Models
Topics: air, arl, cmaq, noaa, quality, verification, educational, fortran-tutorial, learn, modern-fortran and 42 more

Guillaume Maze gmaze@ifremer.fr

OST Projects: 6
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Standards, Education, Ocean Circulation Models, Ocean Models, Ocean and Hydrology Data Access, Waves and Currents
Topics: automatic-differentiation, climate-science, data-assimilation, exoplanets, gfd, mitgcm, ocean-modelling, lagrangian-ocean-modelling, ocean-circulation-models, argo and 25 more

Tom Augspurger taugspurger@microsoft.com

OST Projects: 6
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces, Earth and Climate Modeling
Topics: h5py, aiforearth, conservation, wildlife, apache-parquet, cloud-native, geoparquet, stac, cog, rasterio and 6 more

Charles Doutriaux doutriaux1@llnl.gov

OST Projects: 6
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling
Topics: cmip6, cmor3, esgf, prepare, climate-analysis, climate-model, e3sm, mpas, mpas-analysis, climate and 21 more

Joe Hamman joe@earthmover.io

OST Projects: 6
Categories: Climate Change
Sub Categories: Climate Data Standards, Earth and Climate Modeling
Topics: pangeo, keras, xarray-accessor, compressed, ndimensional-arrays, zarr

Eric Bruning eric.bruning@gmail.com

OST Projects: 6
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Chemistry and Aerosol, Climate Data Standards, Data Catalogs and Interfaces, Environmental Satellites, Meteorological Observation and Forecast
Topics: thredds, thredds-catalogs, unidata, closember, weather, pyart, radar-processing, weather-radars, atmospheric-science, hodograph and 5 more

Bas Couwenberg sebastic@xs4all.nl

OST Projects: 6
Categories: Climate Change, Hydrosphere
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Coastal and Reefs
Topics: avhrr, calibration, climate, gac, lac, metop, noaa, radiometric, tiros, netcdf-fortran and 60 more

Antonio S. Cofiño cofinoa@gmail.com

OST Projects: 6
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization, Climate Data Standards, Climate Downscaling
Topics: climate-change-atlas, climate4r, cmip6, cordex, ipcc-regions, warming-levels, cmor3, esgf, prepare, climate and 24 more

Sergey Kosukhin sergey.kosukhin@mpimet.mpg.de

OST Projects: 6
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Chemistry and Aerosol, Climate Data Standards, Earth and Climate Modeling, Radiative Transfer
Topics: climate-model, radiative-transfer, netcdf-fortran, netcdf-library, unidata, unidata-netcdf, atmospheric-science, climate, clouds, lagrangian-dynamics and 25 more

Bruno P. Kinoshita kinow@users.noreply.github.com

OST Projects: 6
Categories: Atmosphere, Climate Change, Cryosphere
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Meteorological Observation and Forecast, Sea Ice
Topics: cartography, generative-art, asynchronous, cython, zeromq, cf, cfdm, cfunits, earth-science, pp and 6 more

Noah D Brenowitz nbren12@gmail.com

OST Projects: 6
Categories: Atmosphere, Climate Change
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Earth and Climate Modeling
Topics: climate, weather, climate-modeling, interoperability, pydata, adaptive-mesh-refinement, amr, amrex, hpsf, compressed and 2 more

Mathias Hauser mathause@users.noreply.github.com

OST Projects: 6
Categories: Atmosphere, Climate Change
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Integrated Assessment and Climate Policy, Meteorological Observation and Forecast
Topics: download-manager, fatiando-a-terra, ftp, scipy-stack, climate, climate-analysis, pangeo, prediction, s2d, s2s and 10 more

Andrew Barna abarna@gmail.com

OST Projects: 6
Categories: Climate Change, Hydrosphere
Sub Categories: Climate Data Standards, Ocean Carbon and Temperature, Ocean and Hydrology Data Access
Topics: oceanography, argo, argo-data, argo-floats, netcdf4, woce, gsw, teos-10

Orion Poplawski orion@nwra.com

OST Projects: 6
Categories: Climate Change, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Ocean and Hydrology Data Access
Topics: unidata, unidata-netcdf, cesm, climate, cmip5, dap, e3sm, esgf, gsl, hdf and 46 more

Taher Chegini taher.chegini@gmail.com

OST Projects: 6
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Ocean and Hydrology Data Access, Water Supply, Water Supply and Quality
Topics: climate, daymet, hydrology, pangeo, verification, coops, currents, metocean, noaa, sensors-data and 60 more

Joe Hamman jhamman1@uw.edu

OST Projects: 6
Categories: Climate Change, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Freshwater and Hydrology
Topics: climate, hydrology, land-surface, streamflow, cesm, cmip5, dap, e3sm, esgf, gsl and 13 more

Jacob Bieker jacob@bieker.tech

OST Projects: 6
Categories: Atmosphere, Climate Change, Renewable Energy, Sustainable Development
Sub Categories: Climate Data Standards, Environmental Satellites, Meteorological Observation and Forecast, Photovoltaics and Solar Energy
Topics: nowcasting, pvoutput, solar, eumetsat, forecasting-models, graph-neural-networks, weather, labeling, solar-energy, gan and 11 more

dmey dmey@users.noreply.github.com

OST Projects: 6
Categories: Atmosphere, Climate Change, Consumption
Sub Categories: Atmospheric Composition and Dynamics, Buildings and Heating, Climate Data Standards, Earth and Climate Modeling, Meteorological Observation and Forecast
Topics: wrf, wrf-arw, atmospheric-modelling, building-energy, energy-balance-model, energy-consumption, energy-model, energy-simulation, environmental-modelling, forecasting-model and 20 more

Aidan Heerdegen aidan.heerdegen@gmail.com

OST Projects: 6
Categories: Climate Change, Cryosphere, Hydrosphere
Sub Categories: Climate Data Access and Visualization, Climate Data Standards, Earth and Climate Modeling, Ocean Models, Sea Ice
Topics: cf-conventions, med-team, model-evaluation, namelist

Marshall Ward marshall.ward@gmail.com

OST Projects: 6
Categories: Climate Change, Cryosphere, Hydrosphere
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Glacier and Ice Sheets, Ocean Circulation Models, Ocean Models, Sea Ice
Topics: climate, climate-model, fms, gfdl, netcdf-fortran, netcdf-library, unidata, fre, build, make and 4 more

Fabien Maussion fabien.maussion@uibk.ac.at

OST Projects: 6
Categories: Atmosphere, Climate Change, Cryosphere, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists, Earth and Climate Modeling, Education, Glacier and Ice Sheets, Meteorological Observation and Forecast
Topics: cryosphere, glaciers, ice-sheets, permafrost, sea-ice, snow, speed, wind, windrose, calving and 32 more

Tom Augspurger tom.w.augspurger@gmail.com

OST Projects: 5
Categories: Climate Change, Renewable Energy
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Photovoltaics and Solar Energy
Topics: pangeo, binderhub, data-access, data-catalog, adsp, ag066833, aiml, alzheimer, alzheimers, automated-machine-learning and 45 more

Christian Jauvin cjauvin@gmail.com

OST Projects: 5
Categories: Climate Change, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Freshwater and Hydrology
Topics: birdhouse, hydrology, pavics, wps, climate, indices, ogc, xclim, raven, anuclim and 27 more

Alessandro Amici alexamici@gmail.com

OST Projects: 5
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Environmental Satellites, Meteorological Observation and Forecast
Topics: bufr, grib, meteorology, wmo, digital-elevation-model, srtm, cython, gdal, mapbox-satellite-oss, google-calendar and 26 more

Richard Hattersley rhattersley@gmail.com

OST Projects: 5
Categories: Atmosphere, Climate Change
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Meteorological Observation and Forecast
Topics: meteorology, netcdf4, earth-science, grib, iris, oceanography, spaceweather, visualisation, observation, radiosonde and 28 more

Tobias Kölling tobi@die70.de

OST Projects: 5
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Chemistry and Aerosol, Climate Data Access and Visualization, Climate Data Standards, Data Catalogs and Interfaces
Topics: cesm-lens, climate-datasets, cmip6, data-access, data-catalog, earth-system-model, intake, pangeo, dap, dods and 18 more

Romain Caneill romain.caneill@ens-lyon.org

OST Projects: 5
Categories: Climate Change, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Ocean Carbon and Temperature, Waves and Currents
Topics: nemo-ocean, xgcm, adcps, directional-spectrum, spotter, wavelets, waves, wavestaffs, wdm, climate-model and 3 more

David Stansby dstansby@gmail.com

OST Projects: 5
Categories: Climate Change, Energy Systems, Renewable Energy
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Energy Data Accessibility and Integration, Energy System Data Access, Photovoltaics and Solar Energy
Topics: cems, climate, coal, ddj, eia, eia860, eia923, emissions, epa, etl and 59 more

Klaus Zimmermann klaus.zimmermann@smhi.se

OST Projects: 5
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling
Topics: earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation, spatial-data-analysis, geospatial-data, climate and 3 more

Tom Vo tomvothecoder@gmail.com

OST Projects: 5
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling
Topics: cf-conventions, cdat, climate-analysis, climate-data, climate-data-analysis, climate-research, climate-science, climate-sciences, cmip, cmip6 and 13 more

Dave Allured dave.allured@noaa.gov

OST Projects: 5
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling
Topics: unidata, unidata-netcdf, earth-system-model, earth-system-modeling, earth-system-modeling-framework, earth-system-modelling, esmf, esmx, model-coupling, numerical-weather-prediction and 15 more

Duncan Watson-Parris duncan.watson-parris@physics.ox.ac.uk

OST Projects: 5
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Environmental Satellites
Topics: climate-data, earth-science, geo, closember, weather, grib, iris, meteorology, oceanography, spaceweather and 5 more

Gregory Wagner wagner.greg@gmail.com

OST Projects: 5
Categories: Atmosphere, Climate Change, Cryosphere, Hydrosphere
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Earth and Climate Modeling, Ocean Circulation Models, Ocean Models, Sea Ice, Waves and Currents
Topics: climate, data-assimilation, climate-change, ocean, climate-and-forecast-conventions, climatology, earth-observation, meteorology, oceanography, opendap and 11 more

Chuck Daniels cjdaniels4@gmail.com

OST Projects: 5
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Biomass, Climate Data Standards, Data Catalogs and Interfaces, Education
Topics: digital-elevation-model, earth-observation, embeddings, foundation-model, sentinel-2, stac, data-engineering, etl, zarr, access and 7 more

Charlie Zender zender@uci.edu

OST Projects: 5
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling
Topics: unidata, unidata-netcdf, cesm, climate, cmip5, dap, e3sm, esgf, gsl, hdf and 16 more

j08lue j08lue@gmail.com

OST Projects: 5
Categories: Climate Change, Natural Resources, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists, Data Catalogs and Interfaces, Environmental Satellites, Soil and Land
Topics: canopy, evapotranspiration, heat, radiometric-temperatures, soil, source-energy-balance, copernicus, esa, geographic-data, french-bot and 27 more

Matthew Thompson fortran@gmail.com

OST Projects: 5
Categories: Atmosphere, Climate Change, Hydrosphere
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Meteorological Observation and Forecast, Ocean Models, Radiative Transfer
Topics: climate-model, radiative-transfer, netcdf-fortran, netcdf-library, unidata, atmospheric-science, hodograph, meteorology, skew-t, weather and 6 more

Shreyas Ananthan shreyas@umd.edu

OST Projects: 5
Categories: Climate Change, Renewable Energy
Sub Categories: Climate Data Standards, Wind Energy
Topics: unidata, unidata-netcdf, aeroelasticity, wind, wind-energy, wind-farm, wind-power, wind-turbine, amr, amrex and 18 more