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, stable, lesson, english, data-carpentry, carpentries, owl, sdg, open-educational-resources, data-wrangling, remotesensing, earthobservation, owl-ontology, googleearthengine, geocomputation, jupyter-book, book, geocompx, dataviz, ropengov, climate-crisis, united-nations, foundation-model, sdg-data, eurostat-data, obo, sentinel-hub, climate-tech, catalog, sustainable-development, viirs, applied-science, iasas, hydrologists, open-access, opan-data, apps, green-deal, european-union, european-commission, semantics, landlab, plant-pollinator-interactions, data-standard, lists, erddap, cc0, stock-data, green-finance, environmental-risk, data-scraping, csr, corporate-social-responsibility, technology, regional-planning, planners, communities, built-environment, training-materials, planetary-science, wind-energy-analytics, presentation, binder-ready, semantic-web, rose-db, provenance, mojolicious, kartevonmorgen, ant-design, openrefine, data-cleaning, training, thermal, imaging-spectroscopy, esil, unsdg, un, sustainability-reporting, sustainability-lexicon, lexicon, gisco, esip, school, bath, embeddings, sensoriamento-remoto, inpe, geoprocessamento, cbers4a, cbers-4a, cbers-04a, amazonia1, amazonia-1, modis-land-products, modis-data, workshop-website, systematic-conservation-planning, quarto, prioritizr, geoai, wind-resource-assessment, wind-estimate, EnMAP-Box, EnMAP, usgs-earth-explorer, getspatialdata, icesat, plant-traits, plant-trait-ontology, phenotype, earth-data, population-model, bayesian-methods, poverty, global-poverty, drawdown, sweet-ontologies, ontologies, open-textbooks, notebook, magics, generalised-linear-models, generalised-additive-models, brms, cloudsat, calipso, a-train, thredds-catalogs, noaa-satellite, goes-satellite, goes-17, goes-16, environment-friendly, clean-tech, vegetation-data, earth-science-data, data-cube, remote sensing, processing chain, pre-processing, map-visualization, d3-geo, actix-web, educational-materials, soil-science, mvgam, stan, vector-autoregression, dods, crop-science, agriscience, training-material, online-learning, monarchinitiative, health, exposure, icar, spatial-imagery, eodag, workshop, decision-theory, decision-analysis, bayesian-statistics, bayesian-inference, generalized-additive-models, python-cdo, pynio, pyngl, notebooks, georeferenced-data, cdo, footprint-calculators, food-waste, carbon-reduction, sustainability-score, osdg, mgcv, multilevel-models, cran-r, developer-community, oco3, oco2, jpl, ecosystems, subsurface, geochemistry, cheatsheet, stock-market, stock, modern-portfolio-theory, modern-portfolio-analysis, fama-french, factor-analysis, gatsby, earthengine, gtfs-converters, dsp, planetscope, maxar, iceye, cosmo-skymed, large-weather-models, ai-for-science, ai-for-earth, climate-econometrics, canopy-metrics, altimetry, aboveground-biomass, arctic-data, spectral-indices, spectral-index, us-census-api, us-census, mobile-game, thematic-maps, gtfs-analysis, bus, eosdis, earthdata-search, data-discovery, process, openeo, hugo-theme, tendermint, origination, marketplace, machine-learning-datasets, data-repository, machine learning, environmental layers, poverty-estimates, equitable-ai, geoscienceaustralia, grower, social-impact, good-first-issue, zonal-statistics, nighttime-lights, nightlights, nasa-earth-data, datapartnership, blackmarble, wapor, gridmap, transit-map, transit-agencies, realtime-data, gtfs-validator, gtfs-utils, gtfs-libraries, gtfs-files, gtfs-feed, demodulation, licenses, climatestrike, simple-features, geos, volcano, geosphere, dust, biosphere, wri-api, sustainable-portfolio-management, sustainable-finance, risk-management, financial-data, equator-principles, eml, ecological-metadata-language, folium, investing, ftse, eu-taxonomy, esg-reporting, end-user-facing, ontology-network, onto-deside, circular-value-network, renewable-energies, jobseeker, jobsearch, jobs, job-search, job-portal, job-board, green-tech, transparency-initiative, sdr, rtl-sdr, pvlib, usc, urbanism, urban-informatics, syllabus, course-materials, coding, city-government, citsci, linked-list, community-datasets, worldview, terrasar, sentinel-3, saocom, rasterio, radarsat, pleiades, theme-ui, openscience, cmr, access, mapit, local-government, environmental-sensors, suistainable, portfolio, ecosystem-services, synoptic-api, polars, mesowest, storybook, opensourceforgood, firestore, whiteboxtools, solara, geoparquet,
Projects
Photovoltaics Education Website
A detailed deep dive to get started with photovolatic technology.
Sustainable Development - Education - Last synced: 20 Jan 2025 - Ranking: 0.0
CoastWatch Satellite Course
The goal of the course is to familiarize university researchers and students with different types of ocean satellite data, different tools, and teach participants how to use satellite data in their own research using their choice of software (R, python, ArcGIS).
Sustainable Development - Education - Last synced: 13 Jun 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: 13 Jun 2025 - Ranking: 0.0
NEON Data Skills
Provides tutorials and resources for working with scientific data, including that collected by the National Ecological Observatory Network.
Sustainable Development - Education - Last synced: 13 Jun 2025 - Ranking: 0.0
Tutorial for Working with NASA VIIRS Surface Reflectance Data
Converting VNP09GA files into quality-filtered vegetation indices and examining the trend in vegetation greenness during July 2018 to observe drought in Europe.
Sustainable Development - Education - Last synced: 13 Jun 2025 - Ranking: 0.0
Global Fishing Watch
We use cutting-edge technology to visualise, track and share data about global fishing activity in near real-time and for free.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 2024 - Ranking: 0.0
Credible Goals Database
A public goals database containing leading sustainability goals and commitments set by large companies globally.
Sustainable Development - Knowledge Platforms - Last synced: 25 Jan 2024 - Ranking: 0.0
Climate Impact Lab
A team of economists, climate scientists, data engineers, and risk analysts are building the world's most comprehensive body of research quantifying the impacts of climate change, sector-by-sector and community-by-community around the world.
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
Global Wind Atlas
Immediately start exploring windy areas.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 26 Oct 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
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
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: 13 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: 13 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: 13 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: 13 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
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: 13 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: 12 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: 13 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: 13 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: 12 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: 13 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: 13 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: 13 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
BattINFO
Consists of a list of entities representing concepts used in batteries and electrochemistry.
Sustainable Development - Taxonomy and Ontology - Last synced: 13 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: 12 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: 13 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: 13 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: 12 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: 13 Jun 2025 - Ranking: -Infinity
epair
Use R to get data from the Environmental Protection Agency API.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 13 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: 13 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: 13 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: 13 Jun 2025 - Ranking: -Infinity
SNAP
The common software platform for the three Sentinel Toolboxes which are developed by the European Space Agency (ESA) for the scientific exploitation of the Sentinel-1, Sentinel-2 and Sentinel-3 missions.
data-processing data-visualization earth-observation eo linux macos raster-data remote-sensing windows
Sustainable Development - Environmental Satellites - Last synced: 13 Jun 2025 - Ranking: -Infinity
Africa Soil and Agronomy Data Cube
Accessing and using soil and agronomy data for Africa.
Sustainable Development - Education - Last synced: 13 Jun 2025 - Ranking: -Infinity
Copernicus Training
Data tutorials for the Copernicus Climate Change and Atmosphere Monitoring Services.
Sustainable Development - Education - Last synced: 13 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: 13 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: 13 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: 12 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: 13 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: 13 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: 13 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: 13 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: 12 Jun 2025 - Ranking: -Infinity
Contributors
Timothy Smith [email protected]
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, climate-model, finite-volume, gridded-data and 4 more
dieghernan [email protected]
OST Projects: 4
Categories: Climate Change, Industrial Ecology, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Data Catalogs and Interfaces, Input Output Model, Life Cycle Assessment
Topics:
aemet, climate, forecast-api, ropenspain, spain, weather-api, eurostat, eurostat-data, ropengov, gisco and 93 more
Volker Krause [email protected]
OST Projects: 4
Categories: Consumption, Sustainable Development
Sub Categories: Computation and Communication, Curated Lists, Mobility and Transportation
Topics:
gbfs, gtfs-realtime, gtfs-rt, mds, mobility, transitland, transportation, bike-share, bike-sharing, bikesharing and 33 more
Ludee [email protected]
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
Falk Benke [email protected]
OST Projects: 4
Categories: Climate Change, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
gams, land, magpie, pik
orichters [email protected]
OST Projects: 4
Categories: Climate Change, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
gams, land, magpie, pik
Jan Philipp Dietrich [email protected]
OST Projects: 4
Categories: Climate Change, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
gams, land, magpie, pik
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
Pascal Führlich [email protected]
OST Projects: 4
Categories: Climate Change, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
gams, land, magpie, pik
Micah Wengren [email protected]
OST Projects: 4
Categories: Climate Change, Hydrosphere, Sustainable Development
Sub Categories: Climate Data Standards, Coastal and Reefs, Curated Lists, Earth and Climate Modeling
Topics:
cc0, erddap, lists, resources
Emma Boland [email protected]
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
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
Ben Leinfelder [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
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
Mateusz Kuzak [email protected]
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
Michael Koontz [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Education, Forest Observation and Management, Forest Remote Sensing
Topics:
als, forestry, las, laz, point-cloud, carpentries, data-carpentry, data-wrangling, ecology, english and 6 more
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
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
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
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
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:
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
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
Raniere Silva [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Education
Topics:
elife-sprint-2020, open-science, carpentries, data-carpentry, ecology, puerto-rico, workshop, data-cleaning, data-management, english and 67 more
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
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
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
Marc Lichtman [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces
Topics:
aiforearth
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
Marie Grosjean [email protected]
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
Tracy Teal [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Education
Topics:
carpentries, data-carpentry, ecology, english, stable, workshop, puerto-rico, data-wrangling, lesson, data-management and 36 more
Matt Fisher [email protected]
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education, Glacier and Ice Sheets
Topics:
greenland, qgis, access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience, pangeo and 3 more
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
Andrew Delman [email protected]
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Education, Glacier and Ice Sheets
Topics:
Kari L. Jordan [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Education
Topics:
carpentries, data-carpentry, ecology, english, stable, workshop, data-wrangling, lesson, data-management, spreadsheet and 9 more
Christopher Jones [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Taxonomy and Ontology
Topics:
ecological-metadata-language, eml, arctic, arctic-data-center, data-provenance, data-repository, dataone, doi, ecoinformatics, ecology and 5 more
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
robertpietzcker [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
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
Stefan Blumentrath [email protected]
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
Miguel Jimenez [email protected]
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
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
Trey Stafford [email protected]
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education, Glacier and Ice Sheets
Topics:
closember, community-driven, icesat-2, access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience and 4 more
Ludvig Janiuk [email protected]
OST Projects: 3
Categories: Emissions, Sustainable Development
Sub Categories: Emission Observation and Modeling, Knowledge Platforms
Topics:
biodiversity, carbon-emissions, climate, climate-change, climate-data, climate-science, earth-science, energy-consumption, energy-data, geoscience and 13 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
Bane Sullivan [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Curated Lists, Data Catalogs and Interfaces
Topics:
cheatsheet, geochemistry, geology, geophysics, geoscience, geosciences, geostatistics, groundwater, modflow, open-science and 127 more
Brian Blaylock [email protected]
OST Projects: 3
Categories: Atmosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Environmental Satellites, Meteorological Observation and Forecast
Topics:
big-data-program, glm, goes, goes-16, goes-17, goes-satellite, noaa-satellite, cfgrib, ecmwf-data, gfs and 13 more
Louis-Philippe Rousseau Lambert [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:
ahccd, cangrd, cansips, climate, cmip5, downscale, mapserver, ogc, weather, wms and 1 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
Brian Blaylock [email protected]
OST Projects: 3
Categories: Atmosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Environmental Satellites, Meteorological Observation and Forecast
Topics:
big-data-program, glm, goes, goes-16, goes-17, goes-satellite, noaa-satellite, cfgrib, ecmwf-data, gfs and 13 more
C. Titus Brown [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Education
Topics:
manubot, writing, carpentries, data-carpentry, ecology, puerto-rico, workshop, data-wrangling, english, lesson and 88 more
Johanna Hoppe [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Mike McCann [email protected]
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
Jeffrey Oliver [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Analysis and Metrics, Education
Topics:
carpentries, data-carpentry, ecology, puerto-rico, workshop, carpentries-lab, english, lesson, life-sciences, metagenomics and 29 more
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
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
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
Ian Fenty [email protected]
OST Projects: 3
Categories: Cryosphere, Sustainable Development
Sub Categories: Education, Glacier and Ice Sheets
Topics:
Markus Groissböck [email protected]
OST Projects: 3
Categories: Energy Systems, Sustainable Development
Sub Categories: Energy Data Accessibility and Integration, Energy System Modeling Frameworks, Knowledge Platforms
Topics:
biodiversity, carbon-emissions, climate, climate-change, climate-data, climate-science, earth-science, energy-consumption, energy-data, geoscience and 21 more
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
chrwm [email protected]
OST Projects: 3
Categories: Energy Systems, Sustainable Development
Sub Categories: Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Taxonomy and Ontology
Topics:
oep, open-energy-family, ontology, energy-data, marktstammdatenregister, solar, database-migrations, oemetadata, sqlalchemy-engine, brandenburg and 2 more
Martin Valgur [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Curated Lists, Environmental Satellites
Topics:
copernicus, esa, geographic-data, research, data-processing, earth-observation, eo, raster-data, earth-science, radar and 46 more
Matthias Mohr [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Environmental Satellites
Topics:
earth-observation, openeo, index, stac, geotiff, visualisation, geospatial-analysis, geospatial-data, global-development, earth-observation-catalogue and 15 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
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
David Pérez-Suárez [email protected]
OST Projects: 3
Categories: Renewable Energy, Sustainable Development
Sub Categories: Education, Photovoltaics and Solar Energy
Topics:
carpentries, data-carpentry, ecology, puerto-rico, workshop, carpentries-lab, english, lesson, life-sciences, metagenomics and 43 more
Philipp Wiesner [email protected]
OST Projects: 3
Categories: Consumption, Energy Systems, Sustainable Development
Sub Categories: Computation and Communication, Curated Lists, Grid Management and Microgrid
Topics:
carbon-aware, co-simulation, energy-system, software-in-the-loop, testbed, edge-computing, energy-consumption, fog-computing, critical-infrastructure, smart-city and 29 more
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
outdoorclone [email protected]
OST Projects: 3
Categories: Consumption, Emissions, Sustainable Development
Sub Categories: Computation and Communication, Curated Lists, Emission Observation and Modeling
Topics:
balena, climate, co2-sensors, climate-data, dash, ploty, carbon-emissions, carbon-footprint, energy-consumption, energy-efficiency and 5 more
Russell Manser [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces, Meteorological Observation and Forecast
Topics:
thredds, thredds-catalogs, unidata, atmospheric-science, hodograph, meteorology, skew-t, weather, weather-data, units
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
Marie-Helene Burle [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Education
Topics:
carpentries, data-carpentry, data-wrangling, ecology, english, lesson, stable, book, gdal, geo and 17 more
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
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
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
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
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
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
StephanSiemen [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Education, Meteorological Observation and Forecast
Topics:
grib, meteorology, ecmwf, ecmwf-api, magics, notebook, visualisation
James Rising [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Education, Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
climate-econometrics, jupyter-book, weather
Andrew Hicks [email protected]
OST Projects: 3
Categories: Climate Change, Natural Resources, Sustainable Development
Sub Categories: Climate Data Standards, Knowledge Platforms, Soil and Land
Topics:
digitalearthaustralia, earth-observation, earthobservation, geoscienceaustralia, geospatial-data, opendatacube, remotesensing, sentinel-2, gdal, ogc-services and 9 more
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
Robert Johnstone [email protected]
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
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
Negin Sobhani [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Earth and Climate Modeling, Education
Topics:
cesm, climate, clm, ecosystem, hydrology, land, land-surface-model, ncar, hpc-clusters, cupy and 12 more
Marco Zühlke [email protected]
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
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
Andy Barrett [email protected]
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
Jon Thielen [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces, Meteorological Observation and Forecast
Topics:
thredds, thredds-catalogs, unidata, atmospheric-science, hodograph, meteorology, skew-t, weather, weather-data, notebooks and 4 more
Antoine Levesque [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
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
Paul Rougieux [email protected]
OST Projects: 3
Categories: Consumption, Emissions, Sustainable Development
Sub Categories: Agriculture and Nutrition, Carbon Offsets and Trading, Data Catalogs and Interfaces
Topics:
eurostat, eurostat-data, ropengov, carbon-emissions, european-union, forestry, simulation-model, comext, comtrade, economics and 5 more
Pierre de Buyl [email protected]
OST Projects: 3
Categories: Atmosphere, Hydrosphere, Sustainable Development
Sub Categories: Atmospheric Chemistry and Aerosol, Environmental Satellites, Waves and Currents
Topics:
closember, weather, coastal, coastal-modelling, earth-observation, ocean-modelling, oceanography, tide-modelling, tides, tidesandcurrents
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
amnmalik [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
Lavinia Baumstark [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
betolink:w [email protected]
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
Ian Carroll [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces
Topics:
access, climate-data, cloud-computing, cmr, nasa-api, open-science, openscience, pangeo, gdal, rasterio and 3 more
bitTal [email protected]
OST Projects: 3
Categories: Biosphere, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Data Catalogs and Interfaces, Forest Observation and Management
Topics:
bigdata, climate-change, conservation, resilience, sustainability, wri-api, deforestation, forest-monitoring, react-components