Categories - Sustainable Development
Sub Categories
- Population and Poverty - 10 projects
- Curated Lists - 36 projects
- Environmental Satellites - 27 projects
- Sustainable Investment - 23 projects
- Taxonomy and Ontology - 15 projects
- Data Catalogs and Interfaces - 46 projects
- Education - 102 projects
- Knowledge Platforms - 29 projects
- Sustainable Development Goals - 9 projects
Topics
obofoundry, stable, lesson, english, open-educational-resources, data-carpentry, carpentries, sdg, owl, data-wrangling, remotesensing, earthobservation, sustainable-development, climate-crisis, climate-tech, jupyter-book, geocompx, geocomputation, ropengov, dataviz, united-nations, sdg-data, foundation-model, owl-ontology, catalog, eurostat-data, googleearthengine, book, obo, viirs, sentinel-hub, kartevonmorgen, cbers-04a, ant-design, semantic-web, rose-db, provenance, mojolicious, training, amazonia1, amazonia-1, geoai, modis-land-products, modis-data, wind-resource-assessment, wind-estimate, wind-energy-analytics, presentation, binder-ready, openrefine, data-cleaning, workshop-website, systematic-conservation-planning, quarto, prioritizr, thermal, food-waste, carbon-reduction, eml, ecological-metadata-language, environmental-sensors, earthengine, mapit, local-government, arctic-data, thematic-maps, gisco, cran-r, tendermint, origination, marketplace, ecosystem-services, whiteboxtools, solara, geoparquet, spectral-index, imaging-spectroscopy, esil, unsdg, un, sustainability-reporting, sustainability-lexicon, lexicon, investing, ftse, eu-taxonomy, esg-reporting, end-user-facing, ontology-network, onto-deside, circular-value-network, theme-ui, openscience, cmr, access, footprint-calculators, remote sensing, decision-theory, decision-analysis, bayesian-statistics, bayesian-inference, notebook, magics, sustainability-score, osdg, map-visualization, d3-geo, actix-web, soil-science, crop-science, agriscience, educational-materials, spatial-imagery, eodag, training-material, online-learning, icar, processing chain, pre-processing, EnMAP-Box, EnMAP, usgs-earth-explorer, getspatialdata, icesat, plant-traits, plant-trait-ontology, phenotype, earth-data, poverty, global-poverty, drawdown, sweet-ontologies, ontologies, population-model, bayesian-methods, open-textbooks, workshop, monarchinitiative, communities, built-environment, hydrologists, open-access, opan-data, apps, semantics, planetary-science, esip, green-deal, european-union, european-commission, school, bath, embeddings, sensoriamento-remoto, inpe, geoprocessamento, cbers4a, cbers-4a, health, exposure, landlab, plant-pollinator-interactions, data-standard, lists, erddap, cc0, training-materials, iasas, applied-science, stock-data, green-finance, environmental-risk, data-scraping, csr, corporate-social-responsibility, technology, regional-planning, planners, ecosystems, us-census-api, us-census, oco3, oco2, jpl, stock-market, stock, modern-portfolio-theory, modern-portfolio-analysis, fama-french, factor-analysis, grower, social-impact, gridmap, transit-map, transit-agencies, cloudsat, financial-data, equator-principles, python-cdo, pynio, pyngl, notebooks, georeferenced-data, cdo, mobile-game, wapor, poverty-estimates, equitable-ai, suistainable, portfolio, pvlib, large-weather-models, ai-for-science, ai-for-earth, spectral-indices, calipso, a-train, vector-autoregression, stan, mvgam, multilevel-models, mgcv, generalized-additive-models, generalised-linear-models, generalised-additive-models, brms, noaa-satellite, goes-satellite, goes-17, goes-16, thredds-catalogs, environment-friendly, clean-tech, realtime-data, gtfs-validator, gtfs-utils, gtfs-libraries, gtfs-files, gtfs-feed, gtfs-converters, gtfs-analysis, bus, process, eosdis, earthdata-search, data-discovery, hugo-theme, machine-learning-datasets, data-repository, machine learning, environmental layers, geoscienceaustralia, pleiades, planetscope, maxar, iceye, cosmo-skymed, dods, synoptic-api, polars, mesowest, sdr, rtl-sdr, dsp, demodulation, openeo, climate-econometrics, egu, good-first-issue, developer-community, transparency-initiative, folium, usc, urbanism, urban-informatics, syllabus, course-materials, coding, city-government, wri-api, subsurface, geochemistry, cheatsheet, community-datasets, worldview, terrasar, sentinel-3, saocom, rasterio, radarsat, simple-features, geos, vegetation-data, earth-science-data, data-cube, licenses, climatestrike, gatsby, volcano, geosphere, dust, biosphere, storybook, opensourceforgood, firestore, sustainable-portfolio-management, sustainable-finance, risk-management, renewable-energies, jobseeker, jobsearch, jobs, job-search, job-portal, job-board, green-tech, linked-list, zonal-statistics, nighttime-lights, nightlights, nasa-earth-data, datapartnership, blackmarble, canopy-metrics, altimetry, aboveground-biomass, citsci,
Projects
Food and Agriculture Organization Map Catalog
Allows to easily share geographically referenced thematic information between different organizations.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 2024 - Ranking: 0.0
Climate Data Dashboard of the ESA Climate Change Initiative
Access global climate data produced through the ESA's Climate Change Initiative.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 29 Jan 2024 - Ranking: 0.0
The POWER Project
Provides solar and meteorological data sets from NASA research for support of renewable energy, building energy efficiency and agricultural needs.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 2024 - Ranking: 0.0
Global Environmental Database
Providing long-term monitoring data, data analysis results, output of models.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 2024 - Ranking: 0.0
Net Zero Tracker
Create the definitive global resource for collating, assessing and presenting the scale and quality of net zero pledges across nationals, sub-nationals, companies and other entities.
Sustainable Development - Knowledge Platforms - Last synced: 25 Jan 2024 - Ranking: 0.0
Salish Sea Wiki
A wiki oriented around human systems and ecological restoration (usually riparian / watershed) for the Salish Sea area (Northwestern US & BC Canada).
Sustainable Development - Knowledge Platforms - Last synced: 24 Jan 2024 - Ranking: 0.0
Open Hardware Observatory
Search engine and assessment platform for sustainable open hardware.
Sustainable Development - Knowledge Platforms - Last synced: 16 Jun 2025 - Ranking: 0.0
Open Models
This page lists energy models published under open source licenses.
Sustainable Development - Curated Lists - Last synced: 16 Jun 2025 - Ranking: 0.0
OpenSourceSeeds
Committed to re-establishing seed as a common good for all.
Sustainable Development - Knowledge Platforms - Last synced: 16 Jun 2025 - Ranking: 0.0
Open Source Ecology
Developing open source industrial machines that can be made for a fraction of commercial costs, and sharing the designs for free.
Sustainable Development - Knowledge Platforms - Last synced: 25 Jan 2024 - Ranking: 0.0
Global Solar Atlas
Start exploring solar potential.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 2024 - Ranking: 0.0
The Subak Data Catalogue
Exists to make climate data more discoverable, more trusted and more connected.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 2024 - Ranking: 0.0
Global Wind Atlas
Immediately start exploring windy areas.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Oct 2024 - Ranking: 0.0
Global Energy Monitor
Studies the evolving international energy landscape, creating databases, reports, and interactive tools that enhance understanding.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 2024 - Ranking: 0.0
Transition Project
An Open Data Initiative designed to help enable rapid carbon abatement for cities worldwide.
Sustainable Development - Knowledge Platforms - Last synced: 14 Nov 2024 - Ranking: 0.0
Energy Systems and Informatics Collection by ACM SIGEnergy
A curated list of publicly available datasets, models, and software for researchers and professionals who study energy systems and informatics.
Sustainable Development - Curated Lists - Last synced: 25 Jan 2024 - Ranking: 0.0
kartevonmorgen
We make all sustainable companies and change initiatives visible on the map of tomorrow.
ant-design kartevonmorgen map nextjs react typescript
Sustainable Development - Knowledge Platforms - Last synced: 15 Jun 2025 - Ranking: -Infinity
Climate Risk Assessment Book
Guides you through your regional Climate Risk Assessments and provides you with tools and datasets for the assessment.
Sustainable Development - Education - Last synced: 16 Jun 2025 - Ranking: -Infinity
LandsatTS
An R package to facilitate retrieval, cleaning, cross-calibration, and phenological modeling of Landsat time-series data.
Sustainable Development - Environmental Satellites - Last synced: 16 Jun 2025 - Ranking: -Infinity
Digital Public Goods
Accelerate the attainment of the sustainable development goals in low- and middle-income countries by facilitating the discovery, development, use of, and investment in digital public goods.
public-good public-goods sdgs sustainable-development-goals
Sustainable Development - Knowledge Platforms - Last synced: 16 Jun 2025 - Ranking: -Infinity
ModularSensors
This Arduino library gives environmental sensors a common interface of functions for use with Arduino-compatible dataloggers.
arduino-library environmental-sensors
Sustainable Development - Knowledge Platforms - Last synced: 16 Jun 2025 - Ranking: -Infinity
The Argo Online School
Teach the basic foundations to use and understand Argo an international program that collects information from inside the ocean using a fleet of floats that drift with the ocean currents.
Sustainable Development - Education - Last synced: 16 Jun 2025 - Ranking: -Infinity
The Open Energy Ontology
A domain ontology of the energy-system modeling context.
energy ontology open-energy-family
Sustainable Development - Taxonomy and Ontology - Last synced: 16 Jun 2025 - Ranking: -Infinity
Clay Foundation Model
Clay is a foundational model of Earth using a vision transformer architecture adapted to understand geospatial and temporal relations on Earth Observation data.
digital-elevation-model earth-observation embeddings foundation-model sentinel-1 sentinel-2
Sustainable Development - Data Catalogs and Interfaces - Last synced: 16 Jun 2025 - Ranking: -Infinity
Climate Watch
Offers open data, visualizations and analysis to help policymakers, researchers and other stakeholders gather insights on countries' climate progress.
climate data postgresql rails react
Sustainable Development - Knowledge Platforms - Last synced: 16 Jun 2025 - Ranking: -Infinity
Harnessing the Power of Pangeo
Harnessing the Power of Pangeo: Enhancing Your Scientific Data Analysis Workflow with scalable open source tools.
Sustainable Development - Education - Last synced: 16 Jun 2025 - Ranking: -Infinity
SWEET
Official repository for Semantic Web for Earth and Environmental Terminology Ontologies.
earth earth-science environment environment-variables ontologies owl owl-ontology sweet-ontologies
Sustainable Development - Knowledge Platforms - Last synced: 16 Jun 2025 - Ranking: -Infinity
ProjectDrawdown
The mission of Project Drawdown is to help the world reach "Drawdown"— the point in the future when levels of greenhouse gases in the atmosphere stop climbing and start to steadily decline, thereby stopping catastrophic climate change — as quickly, safely, and equitably as possible.
climate climate-change climate-change-mitigation climate-model climate-solutions drawdown
Sustainable Development - Knowledge Platforms - Last synced: 16 Jun 2025 - Ranking: -Infinity
The Environmental Data Science book
A living, open and community-driven online resource to showcase and support the publication of data, research and open-source tools for collaborative, reproducible and transparent Environmental Data Science.
climate-change community-project data-science ecosystem-modeling environmental-monitoring
Sustainable Development - Education - Last synced: 15 Jun 2025 - Ranking: -Infinity
Satip
A library for satellite image processing providing all of the functionality necessary for retrieving, and storing EUMETSAT data.
eumetsat gis nowcasting python satellite-imagery
Sustainable Development - Environmental Satellites - Last synced: 16 Jun 2025 - Ranking: -Infinity
pipr
Allows R users to compute poverty and inequality indicators for more than 160 countries and regions from the World Bank's database of household surveys.
global-poverty poverty r worldbank
Sustainable Development - Population and Poverty - Last synced: 15 Jun 2025 - Ranking: -Infinity
FOODON
Provides a neutral and ontology-driven standard for government agencies, industry, nonprofits and consumers to name and reference food products and their components throughout the food supply chain.
agriculture food obofoundry ontology owl
Sustainable Development - Taxonomy and Ontology - Last synced: 15 Jun 2025 - Ranking: -Infinity
ecoCore
A standard vocabulary for the ecological community, a need expressed repeatedly over the past few years at workshops focused on ecological, environmental, and population-based semantics.
Sustainable Development - Taxonomy and Ontology - Last synced: 16 Jun 2025 - Ranking: -Infinity
Ireland Energy Wiki by the National Retrofitting Modelling Group
Contains actively maintained listings of Irish energy-related resources.
Sustainable Development - Knowledge Platforms - Last synced: 25 Jan 2024 - Ranking: -Infinity
getSpatialData
Making it easy to query, preview, download and preprocess multiple kinds of satellite datasets via R.
api-client copernicus esa getspatialdata landsat modis nasa r remote-sensing sentinel spatial-data usgs-earth-explorer
Sustainable Development - Data Catalogs and Interfaces - Last synced: 16 Jun 2025 - Ranking: -Infinity
EnPT
An automated pre-processing pipeline for the new EnMAP hyperspectral satellite data.
Sustainable Development - Environmental Satellites - Last synced: 05 Mar 2025 - Ranking: -Infinity
ONEARMY
A platform to build useful communities that aim to tackle social and environmenta problems.
climate-impact design-system react reactjs theme-ui typescript
Sustainable Development - Knowledge Platforms - Last synced: 16 Jun 2025 - Ranking: -Infinity
Climatemind
Explore how your values and personal interests are being affected by climate change and shows you attractive solutions exist that you may not be aware of.
climate climate-action climate-change climate-science climatechange flask global-warming owl-ontology python
Sustainable Development - Knowledge Platforms - Last synced: 16 Jun 2025 - Ranking: -Infinity
FINPLAN
Tool that evaluates the financial performance of power plant projects over their lifetime by comparing the cost components with available financing sources.
Sustainable Development - Sustainable Investment - Last synced: 15 Jun 2025 - Ranking: -Infinity
epair
Use R to get data from the Environmental Protection Agency API.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 16 Jun 2025 - Ranking: -Infinity
OpenClimate
An open source initiative exploring the application of distributed ledger technology and other emerging technologies, such as IoT, big data and machine learning, to the challenge of helping the world keep a transparent climate accounting system towards the climate targets.
backend climate climate-change climate-change-mitigation go golang python3
Sustainable Development - Knowledge Platforms - Last synced: 16 Jun 2025 - Ranking: -Infinity
SpaceLiDAR
A Julia toolbox for ICESat, ICESat-2 and GEDI data to quickly search, download, and load filtered point data with relevant attributes from the .h5 granules of each data product.
earth-observation gedi hacktoberfest icesat icesat-2 io julia laser remote-sensing
Sustainable Development - Environmental Satellites - Last synced: 16 Jun 2025 - Ranking: -Infinity
MimiFUND.jl
Used to perform cost-benefit and cost-effectiveness analyses of greenhouse gas emission reduction policies.
Sustainable Development - Sustainable Investment - Last synced: 16 Jun 2025 - Ranking: -Infinity
CEON
The Circular Economy Ontology Network provides a shared vocabulary in the form of a network of ontologies to support efficient decentralized sharing of industry data in circular economies.
circular-economy circular-value-network onto-deside ontology-network
Sustainable Development - Taxonomy and Ontology - Last synced: 16 Jun 2025 - Ranking: -Infinity
Earthdata Search
A web application developed by NASA EOSDIS to enable data discovery, search, comparison, visualization, and access across EOSDIS' Earth Science data holdings.
data-discovery earthdata-search eosdis hacktoberfest
Sustainable Development - Data Catalogs and Interfaces - Last synced: 16 Jun 2025 - Ranking: -Infinity
SNAP
The common software platform for the three Sentinel Toolboxes which are developed by the European Space Agency (ESA) for the scientific exploitation of the Sentinel-1, Sentinel-2 and Sentinel-3 missions.
data-processing data-visualization earth-observation eo linux macos raster-data remote-sensing windows
Sustainable Development - Environmental Satellites - Last synced: 16 Jun 2025 - Ranking: -Infinity
Gedi Tutorials
Tutorials on producing high resolution laser ranging observations based on data of the Global Ecosystem Dynamics Investigation.
aboveground-biomass altimetry canopy-metrics gedi lidar nasa-data
Sustainable Development - Education - Last synced: 16 Jun 2025 - Ranking: -Infinity
censusdis
A Python package for discovering, loading, and analyzing U.S. Census demographic, economic, and geographic data and metadata with access to the full collection of data and maps the U.S. Census publishes via their APIs.
data-science maps python us-census us-census-api
Sustainable Development - Population and Poverty - Last synced: 16 Jun 2025 - Ranking: -Infinity
BattINFO
Consists of a list of entities representing concepts used in batteries and electrochemistry.
Sustainable Development - Taxonomy and Ontology - Last synced: 16 Jun 2025 - Ranking: -Infinity
NRPTI
On this site you'll find records, documents and details of compliance and enforcement activities undertaken by British Columbia natural resource agencies such as administrative sanctions, administrative penalties, court convictions, inspections, orders, violation tickets and community environmental justice forums.
angular dds empr env javascript mongodb natural-resources nodejs transparency-initiative typescript
Sustainable Development - Knowledge Platforms - Last synced: 15 Jun 2025 - Ranking: -Infinity
Africa Soil and Agronomy Data Cube
Accessing and using soil and agronomy data for Africa.
Sustainable Development - Education - Last synced: 16 Jun 2025 - Ranking: -Infinity
Copernicus Training
Data tutorials for the Copernicus Climate Change and Atmosphere Monitoring Services.
Sustainable Development - Education - Last synced: 16 Jun 2025 - Ranking: -Infinity
Contributors
Jordan S Read [email protected]
OST Projects: 4
Categories: Climate Change, Natural Resources, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Data Catalogs and Interfaces, Water Supply, Water Supply and Quality
Topics:
usgs, water-quality, water-quality-data, cf-conventions, geometry, timeseries-data, geo-data-portal, grid-data, sciencebase, ogc and 2 more
Chelle Gentemann [email protected]
OST Projects: 4
Categories: Climate Change, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Earth and Climate Modeling, Education
Topics:
pangeo, access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience, cross-agency, open-code and 8 more
lsetiawan [email protected]
OST Projects: 4
Categories: Biosphere, Cryosphere, Natural Resources, Sustainable Development
Sub Categories: Education, Glacier and Ice Sheets, Marine Life and Fishery, Water Supply, Water Supply and Quality
Topics:
acoustics, azfp, echosounder, ek60, ek80, ocean, sonar, zarr, closember, community-driven and 20 more
Tobias Wicky [email protected]
OST Projects: 4
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Processing and Analysis, Education
Topics:
climate-modeling
nickdiorio [email protected]
OST Projects: 4
Categories: Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks, Photovoltaics and Solar Energy, Sustainable Investment
Topics:
Sebastian Müller [email protected]
OST Projects: 4
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists, Freshwater and Hydrology
Topics:
netcdf-fortran, netcdf-library, unidata, cheatsheet, geochemistry, geology, geophysics, geoscience, geosciences, geostatistics and 53 more
Philippe Roy [email protected]
OST Projects: 4
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Data Catalogs and Interfaces
Topics:
anuclim, climate-analysis, climate-science, icclim, netcdf4, xclim, bias-correction, climate-indices, multiple-threads, netcdf-files and 43 more
Frederic Laliberte [email protected]
OST Projects: 4
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Climate Data Standards, Data Catalogs and Interfaces
Topics:
h5py, hdf5, esgf, logon, opendap, dap, dods, pydata
dieghernan [email protected]
OST Projects: 4
Categories: Climate Change, Industrial Ecology, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Data Catalogs and Interfaces, Input Output Model, Life Cycle Assessment
Topics:
aemet, climate, forecast-api, ropenspain, spain, weather-api, eurostat, eurostat-data, ropengov, gisco and 93 more
simonrp84 [email protected]
OST Projects: 4
Categories: Atmosphere, Emissions, Sustainable Development
Sub Categories: Atmospheric Chemistry and Aerosol, Emission Observation and Modeling, Environmental Satellites, Radiative Transfer
Topics:
closember, weather, radiative-transfer, earth-observation, oceanography, reflectance, spectral-response, adsb, air-traffic-data, data-analytics and 3 more
Samuel Rincé [email protected]
OST Projects: 4
Categories: Consumption, Sustainable Development
Sub Categories: Computation and Communication, Curated Lists
Topics:
climate, green-ai, green-software, sustainability, sustainable-ai, boavizta, genai, generative-ai, llm-inference, developer-community
Fernerkundung [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Curated Lists, Environmental Satellites
Topics:
copernicus, esa, geographic-data, research, earth-observation, geoprocessing, geospatial-analysis, geotools, spatial-analysis, spatial-data
Ben Bolker [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity and Species Distribution, Education, Species Distribution Modeling
Topics:
ecology, glmm, spatial-analysis, species-distribution-modelling, tmb, carpentries, data-carpentry, data-wrangling, english, lesson and 36 more
Lucian Balea [email protected]
OST Projects: 3
Categories: Energy Systems, Sustainable Development
Sub Categories: Curated Lists, Energy Distribution and Grids, Energy Monitoring and Management, Grid Management and Microgrid
Topics:
alerting, hypervision, landscape, powsybl, user-stories
Michael Koontz [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Education, Forest Observation and Management, Forest Remote Sensing
Topics:
als, forestry, las, laz, point-cloud, carpentries, data-carpentry, data-wrangling, ecology, english and 6 more
Rich FitzJohn [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Analysis and Metrics, Biodiversity and Species Distribution, Education, Plants and Vegetation
Topics:
demography, dynamic, ecology, evolution, forests, plant-physiology, science-research, trait, ecological-modelling, ordination and 27 more
Parangat Bhaskar [email protected]
OST Projects: 3
Categories: Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks, Sustainable Investment, Wind Energy
Topics:
Johanna Hoppe [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Markus Groissböck [email protected]
OST Projects: 3
Categories: Energy Systems, Sustainable Development
Sub Categories: Energy Data Accessibility and Integration, Energy System Modeling Frameworks, Knowledge Platforms
Topics:
biodiversity, carbon-emissions, climate, climate-change, climate-data, climate-science, earth-science, energy-consumption, energy-data, geoscience and 21 more
David Pérez-Suárez [email protected]
OST Projects: 3
Categories: Renewable Energy, Sustainable Development
Sub Categories: Education, Photovoltaics and Solar Energy
Topics:
carpentries, data-carpentry, ecology, puerto-rico, workshop, carpentries-lab, english, lesson, life-sciences, metagenomics and 43 more
Jeremy PASTOURET [email protected]
OST Projects: 3
Categories: Emissions, Sustainable Development
Sub Categories: Carbon Intensity and Accounting, Curated Lists, Knowledge Platforms
Topics:
phalcon, phalcon-ansible, phalcon-application, phalcon-boilerplate, phalcon-documentation, phalcon-libraries, phalcon-mailer, phalcon-php-framework, phalcon-rest, phalcon-skeleton and 20 more
Even Rouault [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Environmental Satellites
Topics:
unidata, unidata-netcdf, ogc-services, sentinel-hub, arrays, earth-observation, geospatial-analysis, grass-gis, open-science, parallel-computing and 95 more
Pete Gadomski [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces, Environmental Satellites
Topics:
aiforearth, geospatial-analysis, geospatial-data, global-development, stac, opensearch, las, pointcloud, copc, laz and 23 more
Edouard Mathieu [email protected]
OST Projects: 3
Categories: Emissions, Energy Systems, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Emission Observation and Modeling, Energy Data Accessibility and Integration, Energy System Data Access
Topics:
co2-emissions, greenhouse-gas-emissions, economics, coronavirus, covid, covid-19, sars-cov-2
John Alex [email protected]
OST Projects: 3
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Earth and Climate Modeling, Forest Modeling and Analysis, Forest Observation and Management, Knowledge Platforms
Topics:
climate, climate-change, climate-change-mitigation, climate-model, climate-solutions, drawdown, cesm, clm, ecosystem, hydrology and 3 more
Fons van der Plas [email protected]
OST Projects: 3
Categories: Emissions, Energy Systems, Sustainable Development
Sub Categories: Carbon Capture, Energy Modeling and Optimization, Energy System Modeling Frameworks, Knowledge Platforms
Topics:
climate-change, climate-crisis, climatechange, climatestrike, licenses, capacity-expansion-planning, clean-energy, electrical-engineering, energy-system, energy-systems and 65 more
James Bourbeau [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Climate Data Standards, Data Catalogs and Interfaces
Topics:
climate-model, finite-volume, gridded-data, access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience and 19 more
ghislainp [email protected]
OST Projects: 3
Categories: Climate Change, Cryosphere, Sustainable Development
Sub Categories: Climate Data Standards, Environmental Satellites, Snow and Permafrost
Topics:
microwave, snow, closember, weather
Friesz [email protected]
OST Projects: 3
Categories: Emissions, Sustainable Development
Sub Categories: Education, Emission Observation and Modeling
Topics:
lpdaac, gedi, emit, environmental-justice, esil, hyperspectral, imaging-spectroscopy, spectroscopy, thermal, training
Sarah Stevens [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Education
Topics:
carpentries, data-carpentry, data-wrangling, ecology, english, lesson, stable, data-cleaning, data-management, openrefine and 5 more
Callum Rollo [email protected]
OST Projects: 3
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists, Ocean and Hydrology Data Access
Topics:
cc0, erddap, lists, resources, gliders, oceanography, adcp, foss, glider, gdal and 4 more
Jeffrey Oliver [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Analysis and Metrics, Education
Topics:
carpentries, data-carpentry, ecology, puerto-rico, workshop, carpentries-lab, english, lesson, life-sciences, metagenomics and 29 more
K Todd-Brown [email protected]
OST Projects: 3
Categories: Natural Resources, Sustainable Development
Sub Categories: Education, Soil and Land
Topics:
biogeochemistry, harmonization, soil, carpentries, data-carpentry, data-wrangling, ecology, english, lesson, stable and 6 more
Matt Fisher [email protected]
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education, Glacier and Ice Sheets
Topics:
greenland, qgis, access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience, pangeo and 3 more
Andrew Delman [email protected]
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Education, Glacier and Ice Sheets
Topics:
Kari L. Jordan [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Education
Topics:
carpentries, data-carpentry, ecology, english, stable, workshop, data-wrangling, lesson, data-management, spreadsheet and 9 more
Christopher Jones [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Taxonomy and Ontology
Topics:
ecological-metadata-language, eml, arctic, arctic-data-center, data-provenance, data-repository, dataone, doi, ecoinformatics, ecology and 5 more
Martin Landa [email protected]
OST Projects: 3
Categories: Natural Resources, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Environmental Satellites, Soil and Land
Topics:
ensemble, environmental layers, europe, machine learning, convolutional-neural-networks, semantic-segmentation, arrays, earth-observation, geospatial-analysis, grass-gis and 23 more
Hilmar Lapp [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Data Catalogs and Interfaces, Education
Topics:
carpentries, data-carpentry, data-wrangling, ecology, english, lesson, stable, carpentries-lab, nomen, nomenclature and 24 more
Gustavo Hidalgo [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces
Topics:
aiforearth
Adam Chainz [email protected]
OST Projects: 3
Categories: Climate Change, Consumption, Sustainable Development
Sub Categories: Climate Data Standards, Environmental Satellites, Mobility and Transportation
Topics:
electric-vehicles, ocpp, ogc-services, sentinel-hub, civic-tech, government, policy, chromium, firefox, playwright and 206 more
Etienne Pelletier [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Data Catalogs and Interfaces, Meteorological Observation and Forecast
Topics:
canada, weather, wms, mapserver, ogc, ogcapi, ows, ahccd, cangrd, cansips and 3 more
lecfab [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
bike-sharing, paris, privacy-friendly, velib, velo
Julius Busecke [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Education
Topics:
climate-model, finite-volume, gridded-data, analysis-ready-data, climate-analysis, climate-models, cmip6, cmip6-data, pangeo, preprocessing and 6 more
Jon Thielen [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces, Meteorological Observation and Forecast
Topics:
thredds, thredds-catalogs, unidata, atmospheric-science, hodograph, meteorology, skew-t, weather, weather-data, notebooks and 4 more
Adrien Wehrlé [email protected]
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Curated Lists, Glacier and Ice Sheets
Topics:
glaciology, oblique-imagery, opencv, optical-flow, photogrammetry, template-matching, time-lapse, cryosphere, glaciers, ice-sheets and 18 more
Aureliana Barghini [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Environmental Satellites, Meteorological Observation and Forecast
Topics:
grib, meteorology, copernicus, earth-observation, radar, sar, synthetic-aperture-radar, aiforearth
Miguel Barrenechea [email protected]
OST Projects: 3
Categories: Biosphere, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Data Catalogs and Interfaces, Forest Observation and Management
Topics:
bigdata, climate-change, conservation, resilience, sustainability, wri-api, deforestation, forest-monitoring, backbone, c3 and 9 more
Lavinia Baumstark [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
amnmalik [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Pierre de Buyl [email protected]
OST Projects: 3
Categories: Atmosphere, Hydrosphere, Sustainable Development
Sub Categories: Atmospheric Chemistry and Aerosol, Environmental Satellites, Waves and Currents
Topics:
closember, weather, coastal, coastal-modelling, earth-observation, ocean-modelling, oceanography, tide-modelling, tides, tidesandcurrents
MoLi7 [email protected]
OST Projects: 3
Categories: Industrial Ecology, Sustainable Development
Sub Categories: Curated Lists, Input Output Model, Life Cycle Assessment
Topics:
industrial-ecology, linked-list, ord
Sean Mcilroy [email protected]
OST Projects: 3
Categories: Consumption, Sustainable Development
Sub Categories: Computation and Communication, Curated Lists
Topics:
climate, green-ai, green-computing, green-software, sustainability, sustainable-ai, sustainable-software, community, green-software-foundation, gsf
Antoine Levesque [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Tony Kelman [email protected]
OST Projects: 3
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Biodiversity Analysis and Metrics, Biodiversity and Species Distribution, Climate Data Processing and Analysis, Sustainable Investment
Topics:
bias-correction, climate-analysis, climate-indices, climate-science, multiple-threads, netcdf-files, parallel-computing, biodiversity, diversity-measurement, ecology and 265 more
Ed Brett [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Forest Observation and Management, Knowledge Platforms
Topics:
climate-change, wri-api, deforestation, forest-monitoring, climate, biodiversity, birds, conservation, waterbirds, forests and 2 more
Kevin Paul [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Education
Topics:
hugo, lossy-data-compression, zfp, xdev, geocat, geocat-examples, ncl, hactoberfest, wrf, pangeo and 4 more
James Hiebert [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Climate Downscaling, Data Catalogs and Interfaces
Topics:
netcdf4, dap, dods, opendap, carpentries, carpentry-lesson, fair-principles, r-tutorial, software-carpentry, sustainable-software and 1 more
Bruno Sánchez-Andrade Nuño [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Data Catalogs and Interfaces
Topics:
aiforearth, digital-elevation-model, earth-observation, embeddings, foundation-model, sentinel-2, climate-change, climate-resilience, covid-19, covid19 and 17 more
florianh [email protected]
OST Projects: 3
Categories: Climate Change, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
gams, land, magpie, pik
Jonas Gliß [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Chemistry and Aerosol, Climate Data Standards, Data Catalogs and Interfaces
Topics:
aerocom, aerosol, climate-science, earth-observation, model-evaluation, dap, dods, opendap, artic, climate-model and 2 more
Yvan Le Bras [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Taxonomy and Ontology
Topics:
ecological-metadata-language, eml, ecology, galaxy, pndb, r-function, recherche-reproductible, renv, research-compendium, rmarkdown and 9 more
Bane Sullivan [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists, Data Catalogs and Interfaces
Topics:
cheatsheet, geochemistry, geology, geophysics, geoscience, geosciences, geostatistics, groundwater, modflow, open-science and 127 more
chrwm [email protected]
OST Projects: 3
Categories: Energy Systems, Sustainable Development
Sub Categories: Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Taxonomy and Ontology
Topics:
oep, open-energy-family, ontology, energy-data, marktstammdatenregister, solar, database-migrations, oemetadata, sqlalchemy-engine, brandenburg and 2 more
Brian Blaylock [email protected]
OST Projects: 3
Categories: Atmosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Environmental Satellites, Meteorological Observation and Forecast
Topics:
big-data-program, glm, goes, goes-16, goes-17, goes-satellite, noaa-satellite, cfgrib, ecmwf-data, gfs and 13 more
gabriel-abrahao [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Earth and Climate Modeling, Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
climate-model, magicc-model
jwhite [email protected]
OST Projects: 3
Categories: Natural Resources, Sustainable Development
Sub Categories: Education, Water Supply, Water Supply and Quality
Topics:
groundwater, ensemble-methods, ensembles, global-sensitivity-analysis, non-intrusive, optimization-tools, parallel-computing, parameter-estimation, sensitivity-analysis, uncertainty-quantification
christophbertram [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
climate-change, investment
Karen Cranston [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Education
Topics:
carpentries, data-carpentry, ecology, english, stable, workshop, data-wrangling, lesson, earth-analytics, anaconda and 4 more
Henri Drake [email protected]
OST Projects: 3
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Education, Ocean Circulation Models, Ocean Models
Topics:
climate, climate-change, data-assimilation, fluid-dynamics, ocean, climate-margo, climate-model, interactive, finite-volume, gridded-data
Kevin Booth [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education
Topics:
stac, digital-elevation-model, earth-observation, embeddings, foundation-model, sentinel-2, earth-observations, training-data, geospatial-analysis, geospatial-data and 7 more
Bruce Wilson [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education, Plants and Vegetation
Topics:
hut23, hut23-240, aboveground-biomass, altimetry, canopy-metrics, gedi
Marie-Helene Burle [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Education
Topics:
carpentries, data-carpentry, data-wrangling, ecology, english, lesson, stable, book, gdal, geo and 17 more
Jessica Scheick [email protected]
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education, Glacier and Ice Sheets
Topics:
closember, community-driven, icesat-2, access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience and 5 more
Layik Hama [email protected]
OST Projects: 3
Categories: Consumption, Sustainable Development
Sub Categories: Education, Mobility and Transportation
Topics:
cycle, cycling, desire-lines, origin-destination, pubic-transport, route-network, routes, routing, transport-planning, transportation and 38 more
Ting Sun [email protected]
OST Projects: 3
Categories: Climate Change, Consumption, Sustainable Development
Sub Categories: Buildings and Heating, Earth and Climate Modeling, Environmental Satellites
Topics:
land-surface-model, urban-analytics, urban-climate-model, qgis, urban-climate, urban-planning, cross-agency, open-code, open-science, datascience and 14 more
Jillian Dunic [email protected]
OST Projects: 3
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Biodiversity and Species Distribution, Climate Data Access and Visualization, Education, Species Distribution Modeling
Topics:
ecology, glmm, spatial-analysis, species-distribution-modelling, tmb, climate, noaa, noaa-data, carpentries, data-carpentry and 11 more
Ian Fenty [email protected]
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Education, Glacier and Ice Sheets
Topics:
Amir H. Nikfal [email protected]
OST Projects: 3
Categories: Atmosphere, Sustainable Development
Sub Categories: Knowledge Platforms, Meteorological Observation and Forecast
Topics:
atmospheric-science, era5, ncl, postprocessing, rttov, weather, wrf, biodiversity, carbon-emissions, climate and 16 more
marco [email protected]
OST Projects: 3
Categories: Natural Resources, Sustainable Development
Sub Categories: Education, Soil and Land
Topics:
landscape-ecology, landscape-metrics, neutral-landscape-model, agent-based-modeling, individual-based-modelling, netlogo, book, gdal, geo, geography and 13 more
Philipp Wiesner [email protected]
OST Projects: 3
Categories: Consumption, Energy Systems, Sustainable Development
Sub Categories: Computation and Communication, Curated Lists, Grid Management and Microgrid
Topics:
carbon-aware, co-simulation, energy-system, software-in-the-loop, testbed, edge-computing, energy-consumption, fog-computing, critical-infrastructure, smart-city and 29 more
Russell Manser [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces, Meteorological Observation and Forecast
Topics:
thredds, thredds-catalogs, unidata, atmospheric-science, hodograph, meteorology, skew-t, weather, weather-data, units
Martin Valgur [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Curated Lists, Environmental Satellites
Topics:
copernicus, esa, geographic-data, research, data-processing, earth-observation, eo, raster-data, earth-science, radar and 46 more
Prilliman [email protected]
OST Projects: 3
Categories: Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks, Photovoltaics and Solar Energy, Sustainable Investment
Topics:
bifacial, photovoltaics, radiance, renewable-energy, renewables
Aaron Friesz [email protected]
OST Projects: 3
Categories: Emissions, Sustainable Development
Sub Categories: Education, Emission Observation and Modeling
Topics:
emit, lpdaac, ecostress, gedi, environmental-justice, esil, hyperspectral, imaging-spectroscopy, spectroscopy, thermal and 1 more
jmuessel [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Javi Abia [email protected]
OST Projects: 3
Categories: Biosphere, Industrial Ecology, Sustainable Development
Sub Categories: Conservation and Restoration, Knowledge Platforms, Life Cycle Assessment
Topics:
arcgisjs, biodiversity, half-earth, climate, fishing, gfw, mapbox-gl-js, maplibre-gl-js, react-map-gl, cesium and 5 more
pjosh [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Forest Observation and Management, Knowledge Platforms
Topics:
climate-change, wri-api, deforestation, forest-monitoring, climate, wysiwyg
Andrew Hicks [email protected]
OST Projects: 3
Categories: Climate Change, Natural Resources, Sustainable Development
Sub Categories: Climate Data Standards, Knowledge Platforms, Soil and Land
Topics:
digitalearthaustralia, earth-observation, earthobservation, geoscienceaustralia, geospatial-data, opendatacube, remotesensing, sentinel-2, gdal, ogc-services and 9 more
Marc Lichtman [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces
Topics:
aiforearth
Ainali [email protected]
OST Projects: 3
Categories: Emissions, Sustainable Development
Sub Categories: Emission Observation and Modeling, Knowledge Platforms
Topics:
sdgs, sustainable-development-goals, foundations, sustainability, meta-data, novels, novelwriter, qt5, synopsis, text-editor and 7 more
Michael Dietze [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity and Species Distribution, Ecological and Environmental Modeling, Education
Topics:
cyberinfrastructure, data-assimilation, ecosystem-model, ecosystem-science, meta-analysis, national-science-foundation, pecan, plants
Brioch Hemmings [email protected]
OST Projects: 3
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Education, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics:
hydrology, modflow, surface-water
Gerrit Holl [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Climate Data Standards, Environmental Satellites
Topics:
atmospheric-science, radiative-transfer, closember, weather, geometry, kd-tree, resampling, colormap, orbital-mechanics, messaging and 7 more
egbendito [email protected]
OST Projects: 3
Categories: Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Data Catalogs and Interfaces
Topics:
earthengine, googleearthengine, spatial-analysis, spatial-data, apsim, apsimx
David Hoese [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Environmental Satellites
Topics:
closember, weather, geometry, gdal, rasterio, earth-science, fatiando-a-terra, geophysics, geoscience, interpolation and 20 more
christian-rli [email protected]
OST Projects: 3
Categories: Energy Systems, Sustainable Development
Sub Categories: Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Taxonomy and Ontology
Topics:
oep, open-energy-family, ontology, energy-data, marktstammdatenregister, solar, decisions, discussion, organisation
BillyZ313 [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Knowledge Platforms
Topics:
chirps, climate, climateserv, emodis, esi, imerg, ndvi, servir, servirglobal, biodiversity and 21 more
Trey Stafford [email protected]
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education, Glacier and Ice Sheets
Topics:
closember, community-driven, icesat-2, access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience and 4 more
Brian Blaylock [email protected]
OST Projects: 3
Categories: Atmosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Environmental Satellites, Meteorological Observation and Forecast
Topics:
big-data-program, glm, goes, goes-16, goes-17, goes-satellite, noaa-satellite, cfgrib, ecmwf-data, gfs and 13 more