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, sdg, owl, carpentries, data-carpentry, open-educational-resources, stable, lesson, english, earthobservation, remotesensing, data-wrangling, googleearthengine, jupyter-book, book, sentinel-hub, catalog, geocomputation, viirs, climate-crisis, dataviz, united-nations, foundation-model, geocompx, climate-tech, sdg-data, sustainable-development, obo, owl-ontology, eurostat-data, ropengov, online-learning, iasas, applied-science, hydrologists, open-access, opan-data, apps, semantics, 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, binder-ready, openrefine, data-cleaning, workshop-website, systematic-conservation-planning, quarto, prioritizr, kartevonmorgen, ant-design, training, thermal, imaging-spectroscopy, esil, semantic-web, rose-db, provenance, mojolicious, unsdg, un, sustainability-reporting, sustainability-lexicon, lexicon, cran-r, planetary-science, esip, green-deal, european-union, european-commission, school, bath, embeddings, sensoriamento-remoto, inpe, geoprocessamento, cbers4a, cbers-4a, cbers-04a, amazonia1, amazonia-1, modis-land-products, modis-data, geoai, wind-resource-assessment, wind-estimate, wind-energy-analytics, presentation, goes-17, goes-16, environment-friendly, clean-tech, remote sensing, processing chain, pre-processing, EnMAP-Box, EnMAP, usgs-earth-explorer, getspatialdata, icesat, earth-data, plant-traits, plant-trait-ontology, phenotype, poverty, global-poverty, population-model, dods, cloudsat, calipso, a-train, vector-autoregression, stan, mvgam, multilevel-models, mgcv, generalized-additive-models, generalised-linear-models, generalised-additive-models, brms, thredds-catalogs, vegetation-data, earth-science-data, data-cube, noaa-satellite, goes-satellite, bayesian-statistics, bayesian-inference, sustainability-score, osdg, soil-science, crop-science, agriscience, educational-materials, map-visualization, d3-geo, actix-web, spatial-imagery, eodag, icar, monarchinitiative, health, exposure, landlab, training-material, bayesian-methods, drawdown, open-textbooks, notebook, magics, python-cdo, pynio, pyngl, notebooks, georeferenced-data, cdo, workshop, sweet-ontologies, ontologies, footprint-calculators, food-waste, carbon-reduction, decision-theory, decision-analysis, mobile-game, developer-community, subsurface, geochemistry, cheatsheet, ecosystems, oco3, oco2, jpl, stock-market, stock, modern-portfolio-theory, modern-portfolio-analysis, fama-french, factor-analysis, gatsby, earthengine, blackmarble, dsp, course-materials, coding, city-government, linked-list, 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, thematic-maps, gisco, grower, gridmap, process, tendermint, origination, marketplace, eosdis, earthdata-search, data-discovery, openeo, hugo-theme, machine-learning-datasets, data-repository, machine learning, environmental layers, geoscienceaustralia, poverty-estimates, equitable-ai, social-impact, good-first-issue, wapor, transit-map, transit-agencies, realtime-data, gtfs-validator, gtfs-utils, gtfs-libraries, gtfs-files, gtfs-feed, gtfs-converters, gtfs-analysis, bus, zonal-statistics, nighttime-lights, nightlights, nasa-earth-data, datapartnership, demodulation, licenses, climatestrike, volcano, geosphere, dust, biosphere, sustainable-portfolio-management, sustainable-finance, risk-management, financial-data, equator-principles, wri-api, simple-features, geos, eml, ecological-metadata-language, geoparquet, 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, folium, community-datasets, worldview, terrasar, sentinel-3, saocom, rasterio, radarsat, pleiades, planetscope, maxar, iceye, cosmo-skymed, pvlib, usc, urbanism, urban-informatics, syllabus, openscience, cmr, access, environmental-sensors, theme-ui, mapit, local-government, suistainable, portfolio, synoptic-api, polars, mesowest, storybook, opensourceforgood, firestore, ecosystem-services, citsci, whiteboxtools, solara,
Projects
NATUR'ADAPT
A community interested in climate change and its impacts on nature, especially in protected natural areas.
Sustainable Development - Knowledge Platforms - Last synced: 25 Jan 2024 - Ranking: 0.0
Climatescape
Discover the organizations solving climate change.
Sustainable Development - Knowledge Platforms - 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 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
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
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
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
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
ECOSTRESS Tutorial
The ECOSTRESS mission is tasked with measuring the temperature of plants to better understand how much water plants need and how they respond to stress.
Sustainable Development - Education - Last synced: 13 Jun 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
Photovoltaics Education Website
A detailed deep dive to get started with photovolatic technology.
Sustainable Development - Education - Last synced: 20 Jan 2025 - Ranking: 0.0
Spatial data science for sustainable development
Introduces geographical and computational analysis approaches to study sustainability related questions.
Sustainable Development - Education - Last synced: 20 Jan 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
The Subak Data Catalogue
Exists to make climate data more discoverable, more trusted and more connected.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 2024 - Ranking: 0.0
Global Environmental Database
Providing long-term monitoring data, data analysis results, output of models.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 25 Jan 2024 - Ranking: 0.0
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Copernicus Training
Data tutorials for the Copernicus Climate Change and Atmosphere Monitoring Services.
Sustainable Development - Education - 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
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
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
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
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
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
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
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
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
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
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
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
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
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
EnPT
An automated pre-processing pipeline for the new EnMAP hyperspectral satellite data.
Sustainable Development - Environmental Satellites - Last synced: 05 Mar 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
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
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
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
Contributors
Sylvie [email protected]
OST Projects: 4
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Education, Meteorological Observation and Forecast, Natural Hazard and Storm
Topics:
bufr, earth-science, grib, meteorology, odb, weather, ecmwf, ecmwf-api, magics, notebook and 1 more
Nico Matentzoglu [email protected]
OST Projects: 4
Categories: Sustainable Development
Sub Categories: Taxonomy and Ontology
Topics:
obofoundry, exposure, health, monarchinitiative, obo, ontology, owl, data-management, earth-science, ecoinformatics and 111 more
Bachibouzouk [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, Taxonomy and Ontology
Topics:
oep, open-energy-family, oemof, ontology, energy-data, marktstammdatenregister, solar, energy-system, gui-application, sql-alchemy-bindings
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
ctessum 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
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
Nick Phura [email protected]
OST Projects: 4
Categories: Biosphere, Consumption, Sustainable Development
Sub Categories: Biodiversity Data Access and Management, Biodiversity and Species Distribution, Knowledge Platforms, Mobility and Transportation, Terrestrial Wildlife
Topics:
biodiversity, biohub, flnr, flnro, keycloak, material-ui, object-store, openshift, react-leaflet, sims and 32 more
tamaramegan [email protected]
OST Projects: 4
Categories: Biosphere, Sustainable Development
Sub Categories: Conservation and Restoration, Data Catalogs and Interfaces, Forest Observation and Management
Topics:
climate-change, wri-api, arcgisjs, biodiversity, half-earth, deforestation, forest-monitoring
Alois Dirnaichner [email protected]
OST Projects: 4
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
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
Marianna Rottoli [email protected]
OST Projects: 4
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
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
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
Henri Drake [email protected]
OST Projects: 3
Categories: Climate Change, Emissions, Sustainable Development
Sub Categories: Carbon Capture, Earth and Climate Modeling, Education
Topics:
pangeo, adaptation, carbon-removal, climate-science, geoengineering, jump, mitigation, climate-model, computational-science, computer-science and 5 more
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
Jackson Hoffart [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Sustainable Investment
Topics:
climate-change, sustainable-finance, ds-incubator
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
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
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
jmuessel [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
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
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
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
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
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
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
April 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
Longtsing [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
Marie-Angélique Laporte [email protected]
OST Projects: 3
Categories: Sustainable Development
Sub Categories: Taxonomy and Ontology
Topics:
obofoundry, data-management, earth-science, ecoinformatics, ecology, esip, ontology, planetary-science, semantics, sustainable-development-goals and 31 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
Richard Barnes [email protected]
OST Projects: 3
Categories: Renewable Energy, Sustainable Development
Sub Categories: Education, Hydro Energy
Topics:
hydrology, dggs, mesh, watershed, digital-elevation-model, geosciences, hydrologic-modeling, arcgis, geodatabase, raster-data and 70 more
Xavier C. Llano [email protected]
OST Projects: 3
Categories: Atmosphere, Biosphere, Sustainable Development
Sub Categories: Conservation and Restoration, Environmental Satellites, Meteorological Observation and Forecast
Topics:
academia, air-quality, atmospheric-modelling, atmospheric-science, forecasting-models, grib, meteorology, nwp, qgis-plugin, urban-planning and 15 more
Jennifer Melot [email protected]
OST Projects: 3
Categories: Energy Systems, Sustainable Development
Sub Categories: Curated Lists, Energy Data Accessibility and Integration
Topics:
clean-tech, climate-change, climate-change-mitigation, environment-friendly, carbon-emissions, carbon-footprint, carbon-reduction, climate-action, climate-crisis, food-waste and 21 more
skmorgane [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, community-ecology, small-mammal-trapping, hugo-theme, open-educational-resources, data-retrieval, hacktobefest
lossyrob [email protected]
OST Projects: 3
Categories: Natural Resources, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Water Supply, Water Supply and Quality
Topics:
civic-apps-team, hydrology, stormwater, watersheds, aiforearth, gddp, geopyspark, geotrellis, tile-server, earth-observation and 29 more
BillMills [email protected]
OST Projects: 3
Categories: Hydrosphere, Sustainable Development
Sub Categories: Education, Ocean Carbon and Temperature
Topics:
carpentries, data-carpentry, ecology, puerto-rico, workshop, atmospheric-science, beta, english, geoscience, geospatial-data and 44 more
Tim Crone [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Earth and Climate Modeling, Education
Topics:
pangeo, gcp
Drew Camron [email protected]
OST Projects: 3
Categories: Atmosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Education, Meteorological Observation and Forecast
Topics:
thredds, thredds-catalogs, unidata, atmospheric-science, hodograph, meteorology, skew-t, weather, weather-data, gridding and 1 more
Mark Bakker [email protected]
OST Projects: 3
Categories: Hydrosphere, Natural Resources, Sustainable Development
Sub Categories: Education, Freshwater and Hydrology, Water Supply, Water Supply and Quality
Topics:
groundwater, hydrology, pastas
Rich FitzJohn [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Biodiversity Analysis and Metrics, Biodiversity and Species Distribution, Education, Plants and Vegetation
Topics:
demography, dynamic, ecology, evolution, forests, plant-physiology, science-research, trait, ecological-modelling, ordination and 27 more
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
LFLaverty [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
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
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
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
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
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
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
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
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
patrick-zippenfenig [email protected]
OST Projects: 3
Categories: Atmosphere, Sustainable Development
Sub Categories: Curated Lists, Knowledge Platforms, Meteorological Observation and Forecast
Topics:
weather, weather-api, weather-forecast, biodiversity, carbon-emissions, climate, climate-change, climate-data, climate-science, earth-science and 28 more
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
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
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
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
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
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
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
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
Marianna Rottoli [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
mklarmann [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
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
rauner [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
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
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
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
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:
Olaf Veerman [email protected]
OST Projects: 3
Categories: Energy Systems, Natural Resources, Sustainable Development
Sub Categories: Air Quality, Energy Data Accessibility and Integration, Environmental Satellites
Topics:
air-quality, earthobservation, esa, european-commission, european-union, green-deal, jaxa, catalog, ckan, ckan-next
Aureliana Barghini [email protected]
OST Projects: 3
Categories: Atmosphere, Climate Change, Sustainable Development
Sub Categories: Climate Data Processing and Analysis, Environmental Satellites, Meteorological Observation and Forecast
Topics:
grib, meteorology, copernicus, earth-observation, radar, sar, synthetic-aperture-radar, aiforearth
Miguel 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
Felix Schreyer [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
MoLi7 [email protected]
OST Projects: 3
Categories: Industrial Ecology, Sustainable Development
Sub Categories: Curated Lists, Input Output Model, Life Cycle Assessment
Topics:
industrial-ecology, linked-list, ord
Ed Brett [email protected]
OST Projects: 3
Categories: Biosphere, Sustainable Development
Sub Categories: Data Catalogs and Interfaces, Forest Observation and Management, Knowledge Platforms
Topics:
climate-change, wri-api, deforestation, forest-monitoring, climate, biodiversity, birds, conservation, waterbirds, forests and 2 more
Miguel Barrenechea [email protected]
OST Projects: 3
Categories: Biosphere, Consumption, Sustainable Development
Sub Categories: Agriculture and Nutrition, Data Catalogs and Interfaces, Forest Observation and Management
Topics:
bigdata, climate-change, conservation, resilience, sustainability, wri-api, deforestation, forest-monitoring, backbone, c3 and 9 more
Steve Bi [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
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
Gustavo Hidalgo [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces
Topics:
aiforearth
gabriel-abrahao [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Earth and Climate Modeling, Integrated Assessment and Climate Policy, Sustainable Investment
Topics:
climate-model, magicc-model
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
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
BillyZ313 [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Access and Visualization, Knowledge Platforms
Topics:
chirps, climate, climateserv, emodis, esi, imerg, ndvi, servir, servirglobal, biodiversity and 21 more
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
Kevin Knosala [email protected]
OST Projects: 3
Categories: Consumption, Energy Systems, Sustainable Development
Sub Categories: Buildings and Heating, Energy Modeling and Optimization, Energy System Modeling Frameworks, Taxonomy and Ontology
Topics:
ontology, open-energy-family
Martin Landa [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
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
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
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
Marc Lichtman [email protected]
OST Projects: 3
Categories: Climate Change, Sustainable Development
Sub Categories: Climate Data Standards, Data Catalogs and Interfaces
Topics:
aiforearth
Prilliman [email protected]
OST Projects: 3
Categories: Energy Systems, Renewable Energy, Sustainable Development
Sub Categories: Energy Modeling and Optimization, Energy System Modeling Frameworks, Photovoltaics and Solar Energy, Sustainable Investment
Topics:
bifacial, photovoltaics, radiance, renewable-energy, renewables
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
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
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
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
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
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
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
christian-rli [email protected]
OST Projects: 3
Categories: Energy Systems, Sustainable Development
Sub Categories: Energy Data Accessibility and Integration, Energy Modeling and Optimization, Energy System Data Access, Energy System Modeling Frameworks, Taxonomy and Ontology
Topics:
oep, open-energy-family, ontology, energy-data, marktstammdatenregister, solar, decisions, discussion, organisation