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 - 101 projects
- Knowledge Platforms - 29 projects
- Sustainable Development Goals - 9 projects
Topics
obofoundry, carpentries, data-carpentry, english, lesson, stable, owl, open-educational-resources, sdg, earthobservation, remotesensing, data-wrangling, geocompx, geocomputation, book, dataviz, ropengov, eurostat-data, googleearthengine, sentinel-hub, owl-ontology, sustainable-development, foundation-model, sdg-data, united-nations, catalog, jupyter-book, obo, viirs, climate-crisis, climate-tech, european-union, european-commission, open-access, circular-value-network, onto-deside, opan-data, school, bath, embeddings, sensoriamento-remoto, inpe, geoprocessamento, ontology-network, cbers4a, end-user-facing, esg-reporting, eu-taxonomy, getspatialdata, regional-planning, urbanism, planners, developer-community, demodulation, dsp, rtl-sdr, sdr, communities, built-environment, hydrologists, apps, semantics, planetary-science, esip, green-deal, cbers-4a, thermal, wind-energy-analytics, presentation, binder-ready, semantic-web, rose-db, training, provenance, mojolicious, openrefine, data-cleaning, workshop-website, systematic-conservation-planning, quarto, prioritizr, kartevonmorgen, ant-design, cbers-04a, ftse, amazonia1, amazonia-1, investing, lexicon, modis-land-products, modis-data, geoai, sustainability-lexicon, sustainability-reporting, un, unsdg, esil, wind-resource-assessment, imaging-spectroscopy, wind-estimate, icesat, remote sensing, processing chain, pre-processing, EnMAP-Box, EnMAP, earth-data, population-model, bayesian-methods, plant-traits, plant-trait-ontology, phenotype, poverty, global-poverty, drawdown, open-textbooks, notebook, magics, health, cloudsat, calipso, a-train, thredds-catalogs, 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, environment-friendly, clean-tech, usgs-earth-explorer, exposure, spatial-imagery, eodag, 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, sweet-ontologies, ontologies, workshop, sustainability-score, osdg, decision-theory, decision-analysis, bayesian-statistics, bayesian-inference, educational-materials, map-visualization, d3-geo, actix-web, soil-science, crop-science, agriscience, icar, training-material, online-learning, monarchinitiative, urban-informatics, syllabus, course-materials, coding, city-government, citsci, large-weather-models, ai-for-science, ai-for-earth, us-census-api, us-census, spectral-indices, spectral-index, ecosystems, thematic-maps, gisco, cran-r, realtime-data, theme-ui, mobile-game, canopy-metrics, altimetry, aboveground-biomass, subsurface, geochemistry, cheatsheet, mapit, local-government, suistainable, portfolio, linked-list, synoptic-api, polars, mesowest, climate-econometrics, pvlib, usc, gtfs-validator, gtfs-utils, gtfs-libraries, gtfs-files, gtfs-feed, gtfs-converters, gtfs-analysis, bus, hugo-theme, process, tendermint, origination, marketplace, machine-learning-datasets, data-repository, machine learning, environmental layers, geoscienceaustralia, oco3, oco2, jpl, earthengine, grower, social-impact, stock-market, stock, modern-portfolio-theory, modern-portfolio-analysis, fama-french, factor-analysis, good-first-issue, gridmap, eosdis, earthdata-search, data-discovery, transit-map, transit-agencies, footprint-calculators, food-waste, carbon-reduction, gatsby, eml, ecological-metadata-language, environmental-sensors, openscience, cmr, access, simple-features, geos, openeo, storybook, opensourceforgood, firestore, whiteboxtools, maxar, renewable-energies, jobseeker, jobsearch, jobs, job-search, job-portal, job-board, green-tech, vegetation-data, earth-science-data, data-cube, transparency-initiative, wri-api, licenses, climatestrike, volcano, geosphere, dust, biosphere, iceye, cosmo-skymed, python-cdo, pynio, pyngl, notebooks, georeferenced-data, cdo, arctic-data, zonal-statistics, nighttime-lights, nightlights, nasa-earth-data, datapartnership, blackmarble, wapor, poverty-estimates, equitable-ai, solara, geoparquet, folium, ecosystem-services, sustainable-portfolio-management, sustainable-finance, risk-management, financial-data, equator-principles, dods, community-datasets, worldview, terrasar, sentinel-3, saocom, rasterio, radarsat, pleiades, planetscope,
Projects
Climate Change Impact Assessment
A practical walk-through.
Sustainable Development - Education - Last synced: 20 Jan 2025 - 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
Fundamentals of Remote Sensing
Participants will have a basic understanding of NASA satellites, sensors, data, tools, portals and applications to environmental monitoring and management.
Sustainable Development - Education - Last synced: 15 Jun 2025 - Ranking: 0.0
EO College
This course is part of a series of online learning materials that will give you insights on the potential of remote sensing technologies for applications over land surfaces.
Sustainable Development - Education - Last synced: 20 Jan 2025 - Ranking: 0.0
LTPy
Learning tool for Python on Atmospheric Composition Data.
Sustainable Development - Education - Last synced: 15 Jun 2025 - Ranking: 0.0
Appropedia
Shares knowledge to build rich, sustainable lives.
Sustainable Development - Knowledge Platforms - Last synced: 15 Jun 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
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
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: 14 Jun 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: 15 Jun 2025 - 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 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: 14 Jun 2025 - Ranking: 0.0
Open Hardware Observatory
Search engine and assessment platform for sustainable open hardware.
Sustainable Development - Knowledge Platforms - Last synced: 15 Jun 2025 - Ranking: 0.0
OpenSourceSeeds
Committed to re-establishing seed as a common good for all.
Sustainable Development - Knowledge Platforms - Last synced: 14 Jun 2025 - Ranking: 0.0
Open Models
This page lists energy models published under open source licenses.
Sustainable Development - Curated Lists - Last synced: 14 Jun 2025 - Ranking: 0.0
BattINFO
Consists of a list of entities representing concepts used in batteries and electrochemistry.
Sustainable Development - Taxonomy and Ontology - Last synced: 14 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: 14 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: 14 Jun 2025 - Ranking: -Infinity
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: 14 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: 14 Jun 2025 - Ranking: -Infinity
Copernicus Training
Data tutorials for the Copernicus Climate Change and Atmosphere Monitoring Services.
Sustainable Development - Education - Last synced: 14 Jun 2025 - Ranking: -Infinity
Africa Soil and Agronomy Data Cube
Accessing and using soil and agronomy data for Africa.
Sustainable Development - Education - Last synced: 14 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: 15 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: 14 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: 14 Jun 2025 - Ranking: -Infinity
epair
Use R to get data from the Environmental Protection Agency API.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 14 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: 14 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: 14 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: 14 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: 14 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: 14 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: 14 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: 14 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: 14 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: 14 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
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: 14 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: 14 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: 14 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: 14 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: 14 Jun 2025 - 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: 14 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: 14 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: 14 Jun 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: 14 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: 14 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: 14 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: 14 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: 14 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
Contributors
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
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
Agnieszka Figiel [email protected]
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
Antonis Christofides devnull@localhost
OST Projects: 4
Categories: Hydrosphere, Natural Resources, Renewable Energy, Sustainable Development
Sub Categories: Air Quality, Geothermal Energy, Ocean and Hydrology Data Access, Sustainable Investment
Topics:
ecosystem-services, carbon-sequestration, carbon-storage, coupled-heat-mass, earth-science, geothermal-energy, groundwater-modelling, multiphase-transport, nuclear-waste-repositories, porous-flow and 246 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
Markus Neteler [email protected]
OST Projects: 4
Categories: Biosphere, Sustainable Development
Sub Categories: Curated Lists, Data Catalogs and Interfaces, Environmental Satellites, Forest Observation and Management, Forest Remote Sensing
Topics:
als, forestry, las, laz, point-cloud, research, dataviz, folium, geoparquet, geospatial-analysis and 77 more
Dustin Swales [email protected]
OST Projects: 4
Categories: Atmosphere, Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Downscaling, Earth and Climate Modeling, Education, Ocean Circulation Models, Ocean Models, Radiative Transfer
Topics:
climate, downscaling, icar, precipitation, regional-climate-model, climate-model, radiative-transfer, alc, atmospheric-science, ceilometer and 7 more
Richard Plevin [email protected]
OST Projects: 4
Categories: Climate Change, Emissions, Sustainable Development
Sub Categories: Carbon Intensity and Accounting, Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
climate, coupled-human-natural-systems, economics, gcam, human-earth-system, integrated-assessment, land, water, china, gcam-china and 1 more
Maarten Pronk [email protected]
OST Projects: 4
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Curated Lists, Environmental Satellites, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics:
hydrology, water-resources, hydrodynamics, hydrological-modelling, wflow, earth-observation, gedi, icesat, icesat-2, laser and 60 more
fvaleye [email protected]
OST Projects: 4
Categories: Consumption, Sustainable Development
Sub Categories: Computation and Communication, Curated Lists, Knowledge Platforms
Topics:
climate, green-ai, green-computing, green-software, sustainability, sustainable-ai, sustainable-software, biodiversity, carbon-emissions, climate-change and 38 more
henrykironde [email protected]
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
Hao Ye [email protected]
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, elife-sprint-2020, open-science, community-ecology, small-mammal-trapping, hugo-theme, open-educational-resources, changepoint and 7 more
Denis Felikson [email protected]
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Education, Glacier and Ice Sheets
Topics:
cryosphere, jupyterbook, open-science, altimetry, icesat-2, operationicebridge
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
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
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
dpshelio [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
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
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
April M. Wright [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 6 more
Frazer Smith [email protected]
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
Longtsing · Wang [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Environmental Satellites, Meteorological Observation and Forecast
Topics:
meteorology, radar, closember, weather, cimiss, cmadaas, micaps
John Mertic [email protected]
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
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
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
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
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
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
pavelkrolevets [email protected]
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
Vaughan Knight [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
Tobias Kölling [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Climate Data Standards, Data Catalogs and Interfaces
Topics:
cesm-lens, climate-datasets, cmip6, data-access, data-catalog, earth-system-model, intake, pangeo, dap, dods and 19 more
Marc Lichtman [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces
Topics:
aiforearth
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
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
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
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:
Jeff 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
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
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
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
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
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
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, kd-tree, resampling, operational-processing, satpy, numerical-methods, pydata
Liam Laverty [email protected]
OST Projects: 3
Categories: Emissions, Sustainable Development
Sub Categories: Carbon Intensity and Accounting, Knowledge Platforms
Topics:
biodiversity, carbon-emissions, climate, climate-change, climate-data, climate-science, earth-science, energy-consumption, energy-data, geoscience and 47 more
Sean Arms [email protected]
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
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
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
jtwhite79 [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
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
daviddao [email protected]
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
Scott Collis [email protected]
OST Projects: 3
Categories: Atmosphere, Sustainable Development
Sub Categories: Atmospheric Composition and Dynamics, Data Catalogs and Interfaces, Meteorological Observation and Forecast
Topics:
thredds, thredds-catalogs, unidata, closember, pyart, radar-processing, weather-radars, meteorology, radar, atmospheric-science and 7 more
Daniel J. Dufour [email protected]
OST Projects: 3
Categories: Biosphere, Climate Change, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Marine Life and Fishery, Natural Hazard and Storm
Topics:
climate-change, data-discovery, earthdata-search, eosdis, geotiff, grid, imagery, georaster, jpg, png and 45 more
Manuel Klarmann [email protected]
OST Projects: 3
Categories: Industrial Ecology, Sustainable Development
Sub Categories: Curated Lists, Knowledge Platforms, Life Cycle Assessment
Topics:
biodiversity, carbon-emissions, climate, climate-change, climate-data, climate-science, earth-science, energy-consumption, energy-data, geoscience and 13 more
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
Anne Thessen [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Taxonomy and Ontology
Topics:
obofoundry, exposure, health, monarchinitiative, obo, ontology, owl, data-management, earth-science, ecoinformatics and 42 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
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
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
Dan Lewis-Toakley [email protected]
OST Projects: 3
Categories: Consumption, Sustainable Development
Sub Categories: Computation and Communication, Curated Lists
Topics:
carbon-emissions, carbon-footprint, climate, sustainability, thoughtworks, green-ai, green-computing, green-software, sustainable-ai, sustainable-software
Dustin Carlino [email protected]
OST Projects: 3
Categories: Consumption, Sustainable Development
Sub Categories: Curated Lists, Mobility and Transportation
Topics:
seattle, traffic-simulation, built-environment, communities, planners, planning, regional-planning, resources, sustainability, technology and 21 more
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
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
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
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
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
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 20 more
christophbertram [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
climate-change, investment
Scott Staniewicz [email protected]
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
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
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
Kristof Van Tricht [email protected]
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
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
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
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
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
Steve Nesbitt [email protected]
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
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
Stefano Ubbiali [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Atmospheric Chemistry and Aerosol, Climate Data Processing and Analysis, Education
Topics:
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
Bryce Mecum [email protected]
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
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
Marianna Rottoli [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
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
rauner [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Felix Schreyer [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Daniel Busch [email protected]
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
Steve Bi [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Billy Ashmall [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
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
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
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
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
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
Jussi Leinonen [email protected]
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
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
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
Amirhossein 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
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
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