Categories - Climate Change - Climate Data Standards

Topics

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

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: 04 Jun 2026 - Ranking: 32.5

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: 04 Jun 2026 - Ranking: 29.4

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: 04 Jun 2026 - Ranking: 26.1

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: 04 Jun 2026 - Ranking: 24.5

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: 04 Jun 2026 - Ranking: 24.2

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: 04 Jun 2026 - Ranking: 23.8

IOOS Compliance Checker

A python based tool for data providers to check for completeness and community standard compliance of local or remote netCDF files against CF and ACDD file standards.

Climate Change - Climate Data Standards - Last synced: 04 Jun 2026 - Ranking: 23.0

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: 04 Jun 2026 - Ranking: 22.1

cf-xarray

An accessor for xarray objects that interprets CF attributes.

cf-conventions metadata xarray

Climate Change - Climate Data Standards - Last synced: 04 Jun 2026 - Ranking: 21.8

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: 04 Jun 2026 - Ranking: 19.5

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: 04 Jun 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: 04 Jun 2026 - Ranking: 17.0

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: 04 Jun 2026 - Ranking: 15.7

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: 04 Jun 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: 04 Jun 2026 - Ranking: 8.3

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: 04 Jun 2026 - Ranking: -Infinity

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: 04 Jun 2026 - Ranking: -Infinity

Contributors

Filipe Fernandes ocefpaf@gmail.com

OST Projects: 30
Categories: Atmosphere, Biosphere, Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, 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

Joe 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

Mike Taves mwtoews@gmail.com

OST Projects: 17
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, Ocean and Hydrology Data Access, Water Supply, Water Supply and Quality
Topics: grib, meteorology, earth-science, groundwater, modflow, hydrology, surface-water, netcdf4, geometry, gdal and 52 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

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

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

Martijn Visser mgvisser@gmail.com

OST Projects: 15
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

Lukas Trippe lkstrp@pm.me

OST Projects: 15
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

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

Kristen Thyng kthyng@gmail.com

OST Projects: 13
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, Natural Hazard and Storms, 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

Gael Forget 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

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

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

Julius Busecke 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, Natural Hazard and Storms
Topics: grib, meteorology, climate, climate-analysis, pangeo, prediction, s2d, s2s, verification, closember and 64 more

Jim Edwards jedwards@ucar.edu

OST Projects: 11
Categories: Climate Change, Cryosphere, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling, Freshwater and Hydrology, Ocean Circulation Models, Ocean Models, Sea Ice
Topics: unidata, unidata-netcdf, cesm, climate, cmip5, dap, e3sm, esgf, gsl, hdf and 37 more

Capt. Dr. Guilherme Castelão guilherme@castelao.net

OST Projects: 11
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, Waves and Currents, Wind Energy
Topics: climate-change, climate-data, generative-adversarial-network, renewable-energy, solar-energy, wind-energy, meteorology, oceanography, wmo, argo-floats and 18 more

Jack Kelly jack@OpenClimateFix.org

OST Projects: 11
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

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

Charles Kawczynski kawczynski.charles@gmail.com

OST Projects: 10
Categories: Atmosphere, Climate Change, Hydrosphere, Natural Resources
Sub Categories: Atmospheric Chemistry and Aerosol, 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

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

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

Huite huitebootsma@gmail.com

OST Projects: 10
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 8 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

David Huard huard.david@ouranos.ca

OST Projects: 10
Categories: Climate Change, Hydrosphere
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Freshwater and Hydrology, Natural Hazard and Storms
Topics: birdhouse, hydrology, pavics, wps, climate-analysis, climate-science, netcdf4, xclim, archiving, climate and 25 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

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

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

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

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

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

Zachary Moon zmoon92@gmail.com

OST Projects: 9
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

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

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

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

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 45 more

luz.paz 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

Sadie Louise 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

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

FabianHofmann 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

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

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

David Huard david.huard@gmail.com

OST Projects: 8
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

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

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

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

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

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

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

mgrover1 mgroverwx@gmail.com

OST Projects: 8
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

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

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

Jacob Bieker jacob@bieker.tech

OST Projects: 7
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

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

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

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

Noah D Brenowitz nbren12@gmail.com

OST Projects: 7
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 3 more

Taher Chegini taher.chegini@gmail.com

OST Projects: 7
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

Fabien Maussion fabien.maussion@uibk.ac.at

OST Projects: 7
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

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

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

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

Shreyas Ananthan shreyas@umd.edu

OST Projects: 7
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

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

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

Matthew Gidden matthew.gidden@gmail.com

OST Projects: 6
Categories: Climate Change
Sub Categories: Climate Data Standards, Integrated Assessment and Climate Policy
Topics: energy-system, gams, integrated-assessment, integrated-assessment-model, strategic-planning, energy-systems, iamc-format, integrated-assessment-scenarios, macro-energy, scenario-data and 5 more

Kai Mühlbauer kai.muehlbauer@uni-bonn.de

OST Projects: 6
Categories: Atmosphere, Climate Change
Sub Categories: Climate Data Standards, Meteorological Observation and Forecast
Topics: canada, deutscher-wetterdienst, dwd, eccc, germany, historical-data, hydrology, meteorology, radar, united-states and 21 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

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

Gregory L. Wagner wagner.greg@gmail.com

OST Projects: 6
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 13 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

Micah Wengren micah.wengren@gmail.com

OST Projects: 6
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Standards, Coastal and Reefs, Curated Lists, Earth and Climate Modeling, Ocean and Hydrology Data Access
Topics: cc0, erddap, lists, resources, environmental, noaa

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

Klaus Zimmermann klaus.zimmermann@smhi.se

OST Projects: 6
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

Gabriele Bozzola sbozzolator@gmail.com

OST Projects: 6
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, climate-change, ocean, black-hole, cosmic-explorer, einstein-telescope, gravitational-waves, gravity, gwastro and 24 more

zequihg50 ezequiel.cimadevilla@unican.es

OST Projects: 6
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Climate Downscaling
Topics: climate-change-atlas, climate4r, cmip6, cordex, ipcc-regions, warming-levels, h5py, cesm, climate, cmip5 and 9 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

Anshul Singhvi anshulsinghvi@gmail.com

OST Projects: 6
Categories: Atmosphere, Biosphere, Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Education, Environmental Satellites, Ocean Models, Species Distribution Modeling
Topics: arrays, gdal, geo, geospatial-data, geospatial-processing, geospatial-visualization, rasterization, cost, dtm, friction and 58 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

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

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

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

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

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

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

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

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

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

Bouwe Andela b.andela@esciencecenter.nl

OST Projects: 6
Categories: Climate Change
Sub Categories: Climate Data Access and Visualization, Climate Data Processing and Analysis, Climate Data Standards, Earth and Climate Modeling
Topics: esgf, logon, opendap, earth-science, grib, iris, meteorology, oceanography, spaceweather, visualisation and 16 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

Justus Magin keewis@users.noreply.github.com

OST Projects: 5
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Education
Topics: holoviews, holoviz, cf-conventions, compressed, ndimensional-arrays, zarr

Abel Aoun aoun.abel@gmail.com

OST Projects: 5
Categories: Climate Change
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards
Topics: cf-conventions, ncml, closember, kd-tree, resampling, anuclim, climate-analysis, climate-science, icclim, netcdf4 and 5 more

Jonathan Helmus jjhelmus@gmail.com

OST Projects: 5
Categories: Atmosphere, Climate Change
Sub Categories: Climate Data Standards, Meteorological Observation and Forecast
Topics: netcdf4, closember, pyart, radar-processing, weather-radars, atmospheric-science, hodograph, meteorology, skew-t, weather and 26 more

cp cpaulik@gmail.com

OST Projects: 5
Categories: Atmosphere, Climate Change, Natural Resources
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Soil and Land
Topics: earth-science, soil-moisture, in-situ, ismn, climate-data, geo, netcdf4, earth-observation, gdal, mapserver and 7 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

wpbonelli wesbonelli@gmail.com

OST Projects: 5
Categories: Climate Change, Hydrosphere, Natural Resources
Sub Categories: Climate Data Standards, Freshwater and Hydrology, Water Supply and Quality
Topics: fortran-compiler, gnu-fortran, hydrology, modflow, modflow6, prms, surfacehydrology, swb, water, earth-science and 1 more