Categories - Sustainable Development
Sub Categories
- Knowledge Platforms - 29 projects
- Population and Poverty - 10 projects
- Curated Lists - 36 projects
- Environmental Satellites - 27 projects
- Sustainable Investment - 23 projects
- Sustainable Development Goals - 9 projects
- Taxonomy and Ontology - 15 projects
- Data Catalogs and Interfaces - 46 projects
- Education - 100 projects
Topics
sdg, obofoundry, owl, data-carpentry, data-wrangling, carpentries, remotesensing, earthobservation, open-educational-resources, stable, lesson, english, un, viirs, unsdg, esg-reporting, climate-crisis, googleearthengine, sustainability-reporting, sustainability-lexicon, lexicon, foundation-model, investing, climate-tech, ftse, obo, eu-taxonomy, dataviz, book, geocomputation, geocompx, jupyter-book, owl-ontology, united-nations, sustainable-development, sdg-data, sentinel-hub, eurostat-data, ropengov, catalog, gtfs-analysis, bus, subsurface, geochemistry, cheatsheet, large-weather-models, ai-for-science, ai-for-earth, geoscienceaustralia, gtfs-converters, gtfs-feed, gtfs-files, gtfs-libraries, gtfs-utils, gtfs-validator, realtime-data, transit-agencies, transit-map, corporate-social-responsibility, csr, data-scraping, plant-traits, planners, communities, built-environment, good-first-issue, usgs-earth-explorer, getspatialdata, ecosystem-services, synoptic-api, polars, mesowest, thredds-catalogs, open-access, opan-data, linked-list, modis-land-products, modis-data, sustainability-score, osdg, wind-resource-assessment, wind-estimate, wind-energy-analytics, theme-ui, openscience, cmr, access, mapit, local-government, earthengine, environmental-sensors, hydrologists, whiteboxtools, solara, geoparquet, folium, tendermint, origination, marketplace, thematic-maps, gisco, cran-r, technology, regional-planning, plant-trait-ontology, phenotype, vector-autoregression, stan, mvgam, multilevel-models, mgcv, generalized-additive-models, generalised-linear-models, generalised-additive-models, brms, sweet-ontologies, ontologies, monarchinitiative, health, exposure, training-material, maxar, notebook, magics, citsci, gatsby, environment-friendly, clean-tech, remote sensing, processing chain, pre-processing, EnMAP-Box, EnMAP, icesat, wapor, semantic-web, rose-db, provenance, mojolicious, poverty, global-poverty, iceye, cosmo-skymed, community-datasets, mobile-game, climate-econometrics, zonal-statistics, nighttime-lights, nightlights, nasa-earth-data, datapartnership, blackmarble, canopy-metrics, altimetry, aboveground-biomass, landlab, stock-data, green-finance, environmental-risk, online-learning, cloudsat, calipso, a-train, spatial-imagery, eodag, drawdown, lists, erddap, cc0, gridmap, worldview, terrasar, sentinel-3, saocom, rasterio, radarsat, pleiades, planetscope, thermal, job-portal, job-board, green-tech, sdr, rtl-sdr, dsp, demodulation, transparency-initiative, licenses, climatestrike, volcano, geosphere, dust, biosphere, pvlib, simple-features, geos, sustainable-portfolio-management, imaging-spectroscopy, esil, earth-data, noaa-satellite, goes-satellite, goes-17, goes-16, open-textbooks, end-user-facing, ontology-network, onto-deside, circular-value-network, icar, renewable-energies, jobseeker, jobsearch, jobs, job-search, stock-market, stock, modern-portfolio-theory, modern-portfolio-analysis, fama-french, factor-analysis, grower, us-census-api, us-census, social-impact, hugo-theme, machine-learning-datasets, data-repository, machine learning, environmental layers, process, poverty-estimates, equitable-ai, sustainable-finance, risk-management, financial-data, equator-principles, openeo, wri-api, suistainable, portfolio, developer-community, spectral-indices, spectral-index, vegetation-data, earth-science-data, data-cube, oco3, oco2, jpl, arctic-data, presentation, prioritizr, workshop, soil-science, crop-science, agriscience, green-deal, european-union, european-commission, dods, embeddings, school, bath, population-model, bayesian-methods, training-materials, iasas, applied-science, usc, binder-ready, map-visualization, d3-geo, actix-web, plant-pollinator-interactions, data-standard, python-cdo, pynio, pyngl, notebooks, georeferenced-data, cdo, educational-materials, ecosystems, apps, workshop-website, systematic-conservation-planning, quarto, esip, geoai, eosdis, earthdata-search, data-discovery, storybook, opensourceforgood, firestore, decision-theory, decision-analysis, bayesian-statistics, bayesian-inference, footprint-calculators, food-waste, carbon-reduction, kartevonmorgen, ant-design, training, urbanism, urban-informatics, syllabus, course-materials, coding, city-government, eml, ecological-metadata-language, sensoriamento-remoto, inpe, geoprocessamento, cbers4a, cbers-4a, cbers-04a, amazonia1, amazonia-1, semantics, planetary-science,
Projects
Appropedia
Shares knowledge to build rich, sustainable lives.
Sustainable Development - Knowledge Platforms - Last synced: 11 May 2025 - Ranking: 0.0
Global Wind Atlas
Immediately start exploring windy areas.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Oct 2024 - Ranking: 0.0
LP DAAC E-Learning
Frequently updated presentations, webinars, tutorials, and video tips on accessing, managing, and processing LP DAAC data using a variety of software, web applications, custom tools, and scripts.
Sustainable Development - Education - Last synced: 20 Jan 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
Climate Change Tracker
Empower individuals and communities to take action against the global threat of climate change by providing a reliable, user-friendly platform for tracking and understanding its progression.
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
Climate Data Store
Dive into this wealth of information about the Earth's past, present and future climate.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 28 May 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: 26 Apr 2025 - Ranking: 0.0
Objective Analysis in Atmospheric Sciences
The course provides an overview of the methods used to interpret data sets in the atmospheric and oceanic sciences.
Sustainable Development - Education - Last synced: 11 May 2025 - Ranking: 0.0
Open Hardware Observatory
Search engine and assessment platform for sustainable open hardware.
Sustainable Development - Knowledge Platforms - Last synced: 11 May 2025 - Ranking: 0.0
OpenSourceSeeds
Committed to re-establishing seed as a common good for all.
Sustainable Development - Knowledge Platforms - Last synced: 11 May 2025 - Ranking: 0.0
Open Models
This page lists energy models published under open source licenses.
Sustainable Development - Curated Lists - Last synced: 11 May 2025 - Ranking: 0.0
PO.DAAC
NASA Earth Observing System Data and Information System data center managed by the Earth Science Data and Information System Project.
Sustainable Development - Curated Lists - Last synced: 11 May 2025 - Ranking: 0.0
Global Solar Atlas
Start exploring solar potential.
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: 30 Jan 2024 - Ranking: 0.0
HeCo Invest
A digital collaborative platform pilot aimed to support filling the conservation financing gap in the Amazon Basin by optimizing project financing channels in this region.
Sustainable Development - Sustainable Investment - Last synced: 11 May 2025 - Ranking: 0.0
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
Open Data Science Europe Metadata Catalog
Building the Open Data Science Europe Portal, a freely-accessible viewer containing gridded layers for Europe at spatial resolutions of 30-m or better.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 11 May 2025 - Ranking: 0.0
Airminers
The index of companies and projects mining carbon from the air for entrepreneurs, researchers, and funders to explore opportunities in carbon dioxide.
Sustainable Development - Knowledge Platforms - Last synced: 25 Jan 2024 - Ranking: 0.0
U.S. Climate Resilience Toolkit
A website designed to help people find and use tools, information, and subject matter expertise to build climate resilience.
Sustainable Development - Knowledge Platforms - 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: 25 Jan 2024 - Ranking: 0.0
sdgindex
International Sustainable Development Reports.
Sustainable Development - Sustainable Development Goals - Last synced: 25 Jan 2024 - Ranking: 0.0
Europe Sustainable Development Reports
Track the progress of the European Union and European Countries towards the Sustainable Development Goals.
Sustainable Development - Sustainable Development Goals - 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
EarthData
Our vision is to make NASA's free and open Earth science data interactive, interoperable, and accessible for research and societal benefit both today and tomorrow.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 2024 - Ranking: 0.0
MeCCO
Open Database on the Media Coverage of Climate Change and Global Warming.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 2024 - Ranking: 0.0
The CEDA Archive
We host over 18 Petabytes of data from climate models, satellites, aircraft, met observations, and other sources.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 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
Climatescape
Discover the organizations solving climate change.
Sustainable Development - Knowledge Platforms - Last synced: 25 Jan 2024 - Ranking: 0.0
NATUR'ADAPT
A community interested in climate change and its impacts on nature, especially in protected natural areas.
Sustainable Development - Knowledge Platforms - Last synced: 25 Jan 2024 - Ranking: 0.0
MeCCO
Open Database on the Media Coverage of Climate Change and Global Warming.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 18 Jan 2025 - 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
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
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: 10 May 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: 10 May 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
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: 10 May 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: 11 May 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: 10 May 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: 10 May 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: 10 May 2025 - Ranking: -Infinity
Africa Soil and Agronomy Data Cube
Accessing and using soil and agronomy data for Africa.
Sustainable Development - Education - Last synced: 11 May 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: 11 May 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: 10 May 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
Copernicus Training
Data tutorials for the Copernicus Climate Change and Atmosphere Monitoring Services.
Sustainable Development - Education - Last synced: 11 May 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: 10 May 2025 - Ranking: -Infinity
Contributors
Matthew Blissett matt@blissett.me.uk
OST Projects: 4
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Data Catalogs and Interfaces
Topics:
biodiversity, gbif, lifewatch, oscibio, species, spocc, aiforearth, biodiversity-informatics, rendering, standards and 8 more
Ludee Ludwig.Huelk@rl-institut.de
OST Projects: 4
Categories: Energy Systems, Sustainable Development
Sub Categories: Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Knowledge Platforms, Taxonomy and Ontology
Topics:
oep, open-energy-family, biodiversity, carbon-emissions, climate, climate-change, climate-data, climate-science, earth-science, energy-consumption and 26 more
Christian Lamprecht christian.lamprecht@aol.de
OST Projects: 4
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Curated Lists, Knowledge Platforms, Meteorological Observation and Forecast
Topics:
climate, climate-change, climate-data, meteostat, weather, weather-data, weather-station, biodiversity, carbon-emissions, climate-science and 19 more
henry senyondo henrykironde@gmail.com
OST Projects: 4
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Ecological and Environmental Modeling, Education, Forest Observation and Management, Forest Remote Sensing
Topics:
ecology, portal, shiny, birds, environmental-data-science, environmental-monitoring, everglades, carpentries, data-carpentry, data-wrangling and 18 more
Brian Mirletz brian.mirletz@nrel.gov
OST Projects: 4
Categories: Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Modeling Frameworks, Photovoltaics and Solar Energy, Sustainable Investment
Topics:
moose tomasmoosee@gmail.com
OST Projects: 4
Categories: Biosphere, Industrial Ecology, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Forest Observation and Management, Life Cycle Assessment
Topics:
climate-change, wri-api, deforestation, forest-monitoring, chart, resourcewatch, vega, wysiwyg, forests, gfw and 1 more
Emma Boland emmomp@bas.ac.uk
OST Projects: 4
Categories: Climate Change, Cryosphere, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Education, Glacier and Ice Sheets, Ocean Circulation Models, Ocean Models
Topics:
automatic-differentiation, climate-science, data-assimilation, exoplanets, gfd, mitgcm, ocean-modelling, analysis-ready-data, climate-analysis, climate-models and 7 more
Agnieszka Figiel agnieszka.figiel@gmail.com
OST Projects: 4
Categories: Biosphere, Consumption, Industrial Ecology, Sustainable Development
Sub Categories: Agriculture and Nutrition, Forest Observation and Management, Knowledge Platforms, Life Cycle Assessment
Topics:
bigdata, climate-change, conservation, resilience, sustainability, deforestation, forest-monitoring, climate
Tyler Erickson tylerickson@gmail.com
OST Projects: 4
Categories: Climate Change, Emissions, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Data Catalogs and Interfaces, Education, Emission Observation and Modeling
Topics:
climate, climate-datasets, grid, mpi, mpi4py, shapefiles, thredds, dataaccess, european, greenhouse-gas and 16 more
Miguel Jimenez mjimenez@opendap.org
OST Projects: 3
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces, Ocean and Hydrology Data Access
Topics:
ocean, oceanography, physical-oceanography, dap, dods, opendap
Ainali ainali.jan@gmail.com
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
Mike McCann MBARIMike@gmail.com
OST Projects: 3
Categories: Hydrosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Ocean and Hydrology Data Access
Topics:
auv, geospatial-database, measurements, oceanography, robots, vagrant, virtual-machine, web-app, dap, dods and 1 more
Stefan Blumentrath stefan.blumentrath@gmx.de
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Analysis and Metrics, Conservation and Restoration, Data Catalogs and Interfaces, Environmental Satellites
Topics:
copernicus, esa, geographic-data, biodiversity, cumulative-impacts, grass-gis, arrays, earth-observation, geospatial-analysis, open-science and 17 more
Jennifer Melot jtmelot@gmail.com
OST Projects: 3
Categories: Energy Systems, Sustainable Development
Sub Categories: Curated Lists, Energy Data Accessibility and Integration
Topics:
clean-tech, climate-change, climate-change-mitigation, environment-friendly, carbon-emissions, carbon-footprint, carbon-reduction, climate-action, climate-crisis, food-waste and 21 more
Xavier C. Llano xavier.corredor.llano@gmail.com
OST Projects: 3
Categories: Atmosphere, Biosphere, Sustainable Development
Sub Categories: Conservation and Restoration, Environmental Satellites, Meteorological Observation and Forecast
Topics:
academia, air-quality, atmospheric-modelling, atmospheric-science, forecasting-models, grib, meteorology, nwp, qgis-plugin, urban-planning and 15 more
marco sciaini.marco@gmail.com
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
J Dunic jdunic@gmail.com
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
Jackson Hoffart jackson.hoffart@gmail.com
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Sustainable Investment
Topics:
climate-change, sustainable-finance, ds-incubator
Tony Kelman tony@kelman.net
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
Markus Groissböck markus.groissboeck@gmx.at
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
Fabrice Lécuyer lecfab+git@gmail.com
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
James Hiebert james@hiebert.name
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
florianh humpenoeder@pik-potsdam.de
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
skmorgane morgan@weecology.org
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Ecological and Environmental Modeling, Education
Topics:
ecology, portal, shiny, community-ecology, small-mammal-trapping, hugo-theme, open-educational-resources, data-retrieval, hacktobefest
Jonas Gliß jonasgliss@gmail.com
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
Rob Emanuele rdemanuele@gmail.com
OST Projects: 3
Categories: Natural Resources, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Water Supply, Water Supply and Quality
Topics:
civic-apps-team, hydrology, stormwater, watersheds, aiforearth, gddp, geopyspark, geotrellis, tile-server, earth-observation and 29 more
Pavel Krolevets pavelkrolevets@gmail.com
OST Projects: 3
Categories: Emissions, Sustainable Development
Sub Categories: Carbon Intensity and Accounting, Knowledge Platforms
Topics:
climate, climate-change, climate-change-mitigation, climate-action, climate-change-api, climate-data, climate-targets, climatechange, nodejs-api, reactjs-app and 14 more
Brioch Hemmings briochh@gmail.com
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
Olaf Veerman olaf.veerman@gmail.com
OST Projects: 3
Categories: Energy Systems, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Energy Data Accessibility and Integration, Environmental Satellites
Topics:
air-quality, earthobservation, esa, european-commission, european-union, green-deal, jaxa, catalog, ckan, ckan-next
jdub jtwhite1000@gmail.com
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
Bryce Mecum petridish@gmail.com
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Data Catalogs and Interfaces, Taxonomy and Ontology
Topics:
climate, noaa, noaa-data, ecological-metadata-language, eml, netcdf4, wasm, arctic, arctic-data-center, data-provenance and 15 more
christophbertram bertram@pik-potsdam.de
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
climate-change, investment
csaybar csaybar@gmail.com
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Curated Lists, Data Catalogs and Interfaces
Topics:
dataviz, modis, landsat-7, landsat-8, radar, sentinel-2, spectral-index, spectral-indices, earthengine, googleearthengine and 17 more
jcoliver jcoliver@email.arizona.edu
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
Tomasz Subik tsubik@gmail.com
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, activeadmin, birds, conservation, waterbirds
Bane Sullivan banesullivan@gmail.com
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
Brian Blaylock blaylockbk@gmail.com
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 20 more
Robert Johnstone rob@plasticviking.com
OST Projects: 3
Categories: Biosphere, Consumption, Sustainable Development
Sub Categories: Knowledge Platforms, Mobility and Transportation, Terrestrial Wildlife
Topics:
award, carbon, cre, cred, credi, credits, empr, f, fu, fue and 22 more
ghislainp ghislain.picard@univ-grenoble-alpes.fr
OST Projects: 3
Categories: Climate Change, Cryosphere, Sustainable Development
Sub Categories: Climate Data Standards, Environmental Satellites, Snow and Permafrost
Topics:
microwave, snow, closember, weather
Marco Zühlke Marco.Zuehlke@brockmann-consult.de
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Climate Data Standards, Environmental Satellites
Topics:
cci, climate, conda, esa, data-processing, earth-observation, eo, raster-data, desktop-gui, earth-science and 6 more
Kathe Todd-Brown ktoddbrown@gmail.com
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
Steve Nesbitt snesbitt@illinois.edu
OST Projects: 3
Categories: Atmosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Meteorological Observation and Forecast
Topics:
thredds, thredds-catalogs, unidata, big-data-program, cfgrib, ecmwf-data, gfs, grib, grib2, hrrr and 10 more
Kristof Van Tricht kristof.vantricht@vito.be
OST Projects: 3
Categories: Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Data Catalogs and Interfaces
Topics:
earth-observation, sentinel-hub, agriculture, opendata, sentinel-2, earthengine, jsonnet, stac
Scott Staniewicz scott.stanie@gmail.com
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Environmental Satellites, Natural Hazard and Storm
Topics:
copernicus, esa, geographic-data, flood, flood-monitoring, floods, surface-water, synthetic-aperture-radar, earth-observation, geospatial-data and 62 more
Parangat Bhaskar parangat.bhaskar94@gmail.com
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:
Etienne Pelletier etienne.pelletier@canada.ca
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
Sean Arms sarms@ucar.edu
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Data Catalogs and Interfaces, Meteorological Observation and Forecast
Topics:
thredds, thredds-catalogs, unidata, climate, noaa, noaa-data, atmospheric-science, hodograph, meteorology, skew-t and 14 more
Daniel Busch danielbusch@climate-resource.com
OST Projects: 3
Categories: Climate Change, Emissions, Sustainable Development
Sub Categories: Emission Observation and Modeling, Integrated Assessment and Climate Policy, Taxonomy and Ontology
Topics:
climate-change, climate-data, climate-policy
David Pérez-Suárez dps.helio@gmail.com
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
Michael Dietze dietze@bu.edu
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
rpmanser russell.p.manser@ttu.edu
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
Ting Sun sunting.05@gmail.com
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
Kevin Knosala k.knosala@fz-juelich.de
OST Projects: 3
Categories: Consumption, Energy Systems, Sustainable Development
Sub Categories: Buildings and Heating, Energy Modeling and Optimization, Energy System Modeling Frameworks, Taxonomy and Ontology
Topics:
ontology, open-energy-family
Martin Landa landa.martin@gmail.com
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
Bill Mills mills.wj@gmail.com
OST Projects: 3
Categories: Hydrosphere, Sustainable Development
Sub Categories: Education, Ocean Carbon and Temperature
Topics:
carpentries, data-carpentry, ecology, puerto-rico, workshop, atmospheric-science, beta, english, geoscience, geospatial-data and 44 more
simonc simon.clark@sintef.no
OST Projects: 3
Categories: Energy Storage, Sustainable Development
Sub Categories: Battery, Hydrogen, Taxonomy and Ontology
Topics:
solar-c @
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, biodiversity, edna, edna-pipeline, metagenomics and 24 more
Drew Camron dcamron@ucar.edu
OST Projects: 3
Categories: Atmosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education, Meteorological Observation and Forecast
Topics:
thredds, thredds-catalogs, unidata, atmospheric-science, hodograph, meteorology, skew-t, weather, weather-data, gridding and 1 more
Jussi Leinonen jussi.leinonen@meteoswiss.ch
OST Projects: 3
Categories: Natural Resources, Sustainable Development
Sub Categories: Education, Environmental Satellites, Water Supply, Water Supply and Quality
Topics:
closember, weather, electromagnetics, precipitation, scattering, t-matrix
betolink:w luis.lopez@nsidc.org
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education, Glacier and Ice Sheets
Topics:
glacier, glacier-dynamics, glacier-flow, glaciers, its-live, itslive, access, climate-data, cloud-computing, cmr and 11 more
Andy Barrett andypbarrett@gmail.com
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education, Glacier and Ice Sheets
Topics:
access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience, pangeo, 2023-hackweek, cryosphere and 2 more
Julius Busecke jbusecke@princeton.edu
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
Brian Blaylock brian.blaylock@utah.edu
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
Sean Mcilroy smcilroy@omaorg.org
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
bitTal albafjez@gmail.com
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, react-components
Lucian Balea lucian.balea@rte-france.com
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
Mark Bakker markbak@gmail.com
OST Projects: 3
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Education, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics:
groundwater, hydrology, pastas
Ben Bolker bbolker@gmail.com
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
Henri Drake henrifdrake@gmail.com
OST Projects: 3
Categories: Climate Change, Emissions, Sustainable Development
Sub Categories: Carbon Capture, Earth and Climate Modeling, Education
Topics:
pangeo, adaptation, carbon-removal, climate-science, geoengineering, jump, mitigation, climate-model, computational-science, computer-science and 5 more
Gerrit Holl gerrit.holl@dwd.de
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
Marianna Rottoli rottoli@LT845.pik-potsdam.de
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Tim Crone tjcrone@gmail.com
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Earth and Climate Modeling, Education
Topics:
pangeo, gcp
Gerrit Holl gerrit.holl@gmail.com
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, kd-tree, resampling, operational-processing, satpy, numerical-methods, pydata
trey-stafford trey.stafford@colorado.edu
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
Stefano Ubbiali subbiali@phys.ethz.ch
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Chemistry and Aerosol, Climate Data Processing and Analysis, Education
Topics:
Marie-Helene Burle msb2@sfu.ca
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
Felix Schreyer schreyer@pik-potsdam.de
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Ian Fenty ifenty@gmail.com
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Education, Glacier and Ice Sheets
Topics:
daviddao contact.daviddao@gmail.com
OST Projects: 3
Categories: Consumption, Sustainable Development
Sub Categories: Computation and Communication, Curated Lists
Topics:
biodiversity, carbon, climate-change, ecosystems, forestry, biojs, phylogenetics, visualisation, spatial-transformer-network, neural-architecture-search and 15 more
Steve Bi stephen.bi@pik-potsdam.de
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
amfriesz amfriesz@gmail.com
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
rauner rauner@pik-potsdam.de
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Brian Blaylock brian.blaylock.ctr@nrlmry.navy.mil
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
Yvan Le Bras yvan.le-bras@mnhn.fr
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
Aaron Friesz afriesz@contractor.usgs.gov
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
Matt Fisher matt.fisher@nsidc.org
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
Vaughan Knight vaughan@vaughanknight.com
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
Frazer Smith frazer.dev@outlook.com
OST Projects: 3
Categories: Consumption, Emissions, Sustainable Development
Sub Categories: Carbon Intensity and Accounting, Computation and Communication, Curated Lists
Topics:
climate, green-ai, green-computing, green-software, sustainability, sustainable-ai, sustainable-software, digital-ecology, ec0lint, ecology and 112 more
Johanna Hoppe johannah@pik-potsdam.de
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Rich FitzJohn rich.fitzjohn@gmail.com
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
Mateusz Kuzak mateusz.kuzak@gmail.com
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Education
Topics:
carpentries, data-carpentry, data-wrangling, ecology, english, lesson, stable, carpentries-lab, life-sciences, metagenomics and 16 more
John Mertic jmertic@linuxfoundation.org
OST Projects: 3
Categories: Energy Systems, Natural Resources, Sustainable Development
Sub Categories: Curated Lists, Energy Distribution and Grids, Grid Management and Microgrid, Soil and Land
Topics:
lf-energy, openadr, landscape, climate, climate-change, conservation, conservation-international, earth, gef, land and 19 more
Jessica Scheick jbscheick@gmail.com
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
Bruce Wilson usethedata@gmail.com
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
Edouard Mathieu edmat@pm.me
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
Henri Drake hfdrake@uci.edu
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
jmuessel jarusch.muessel@pik-potsdam.de
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Marie Grosjean mgrosjean@gbif.org
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Data Catalogs and Interfaces
Topics:
aiforearth, biodiversity-informatics, biodiversity, ecology, gbif, antora, asciidoctor
Fons van der Plas fonsvdplas@gmail.com
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
Kevin Booth kevin@kb.gg
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