ECCO Hackweek 2024 Website
Explore NASA’s ECCO Ocean State Estimate, using Python, Julia, and cloud-based resources to work on oceanographic and climate data projects.
Sustainable Development - Education - Last synced: 07 Apr 2026 - Ranking: 5.2
EOS-AYCE
Eaternity's software platform serving as an open-source environmental operating system (EOS) for all you can eat (AYCE) for climate.
Industrial Ecology - Life Cycle Assessment - Last synced: 08 Apr 2026 - Ranking: 5.2
Mesogeos
A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean.
datacube deep-learning forests mediterranean wildfire-forecasting zarr
Biosphere - Wildfire - Last synced: 08 Apr 2026 - Ranking: 5.2
JulES
A fundamental energy market simulation model for operational planning, that uses TuLiPa as building blocks.
Energy Systems - Energy Markets - Last synced: 08 Apr 2026 - Ranking: 5.2
awesome-earth-engine-apps
An awesome list of all available Google Earth Engine Apps and user-specific App Galleries.
apps earth-engine google-earth-engine
Sustainable Development - Curated Lists - Last synced: 08 Apr 2026 - Ranking: 5.2
Global Reforestation Opportunity Assessment
Quantify carbon sequestration in naturally regenerating forests around the world.
Biosphere - Deforestation and Reforestation - Last synced: 07 Apr 2026 - Ranking: 5.2
UDef-ARP
Facilitate implementation of the Verra tool, VT0007 Unplanned Deforestation Allocation.
deforestation geospatial geospatial-processing remote-sensing
Biosphere - Deforestation and Reforestation - Last synced: 07 Apr 2026 - Ranking: 5.2
SERVIR Applied Deep Learning Book
Use satellite data and geospatial technology to address critical challenges in weather & climate resilience, agriculture and food security, ecosystem and carbon management, water security, disasters, as well as air quality and health
deeplearning geoai remotesensing
Sustainable Development - Education - Last synced: 08 Apr 2026 - Ranking: 5.2
Project Eucalyptus
Open-source pipelines for satellite-based methane detection that includes trained segmentation models, a synthetic plume generator, and benchmarking tools for Sentinel-2, Landsat 8/9, and EMIT.
Emissions - Carbon Intensity and Accounting - Last synced: 08 Apr 2026 - Ranking: 5.2
TIMES-Ireland Model
Information on the Irish energy system as it is today and the best available projections for what the future technology and fuel options and demands will be.
energy-planning energy-system-model gams ireland scenario-analysis times-model
Energy Systems - Global and Regional Energy System Models - Last synced: 07 Apr 2026 - Ranking: 5.2
get-station-data
A set of Python tools to make it easier to extract weather station data (e.g., temperature, precipitation) from the Global Historical Climatology Network Daily.
Climate Change - Climate Data Access and Visualization - Last synced: 07 Apr 2026 - Ranking: 5.2
street2sat
A framework for obtaining large data sets of geo-referenced crop type labels obtained from vehicle mounted cameras that can be extended to other applications.
Consumption - Agriculture and Nutrition - Last synced: 08 Apr 2026 - Ranking: 5.2
TrapTagger
AI-Powered Camera-Trap Imagery Processing.
camera-traps computer-vision conservation machine-learning wildlife
Biosphere - Terrestrial Wildlife - Last synced: 07 Apr 2026 - Ranking: 5.2
blsp
A Bayesian hierarchical model that quantifies long-term annual land surface phenology from sparse time series of vegetation indices.
jags land-surface-modeling land-surface-phenology landsat phenology r remote-sensing
Biosphere - Plants and Vegetation - Last synced: 07 Apr 2026 - Ranking: 5.2
IceVarFigs
Weather and climate graphics for science communication.
arctic-sea-ice climate-change climate-variability scicomm sea-ice-thickness
Climate Change - Climate Data Access and Visualization - Last synced: 07 Apr 2026 - Ranking: 5.2
ClimateModeling_courseware
A collection of interactive lecture notes and assignments in Jupyter notebook format.
climate-model climate-science educational-materials jupyter-notebook python radiative-transfer
Sustainable Development - Education - Last synced: 08 Apr 2026 - Ranking: 5.2
MOHID-Lagrangian
Mainly developed for oceanographic and fluvial modeling, application to atmospheric and other planetary settings should be trivial.
faecal fortran lagrangian lagrangian-ocean-modelling mohid oop particle tracer
Hydrosphere - Ocean Models - Last synced: 08 Apr 2026 - Ranking: 5.2
Climate & Disaster Risk Screening Tools
A collection of scripted tools developed to inform risk analytics for the World Bank's Country Climate and Development Report risk screening activities.
Climate Change - Natural Hazard and Storms - Last synced: 08 Apr 2026 - Ranking: 5.2
ABIS
Australian Biodiversity Information Standard.
Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 08 Apr 2026 - Ranking: 5.2
forestatrisk
Modelling and forecasting deforestation in the tropics.
biodiversity-scenario climate-change co2-emissions deforestation deforestation-risk forecasting forest-cover-change ipbes ipcc land-use-change protected-areas redd roads spatial-analysis spatial-autocorrelation spatial-modelling tropical-forests
Biosphere - Deforestation and Reforestation - Last synced: 08 Apr 2026 - Ranking: 5.2
pv-terms
Contains nomenclature for PV-relevant terms that are used in modeling and data analysis for PV systems.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 07 Apr 2026 - Ranking: 5.2
Biowatch
A powerful tool for wildlife researchers and conservationists to analyze, visualize, and explore CamtrapDP datasets with ease.
Biosphere - Terrestrial Wildlife - Last synced: 08 Apr 2026 - Ranking: 5.1
BIOSCAN-5M
A comprehensive multi-modal dataset comprised of over 5 million specimens, 98% of which are insects.
Biosphere - Biodiversity Data Access and Management - Last synced: 08 Apr 2026 - Ranking: 5.1
Kuro Siwo
A meticulously curated multi-temporal dataset spanning 32 global flood events, mapping over 63 billion areas of land.
computer-vision flood remote-sensing sar synthetic-aperture-radar
Climate Change - Natural Hazard and Storms - Last synced: 08 Apr 2026 - Ranking: 5.1
CMIP6 Cookbook
This Project Pythia Cookbook covers examples of analysis of Google Cloud CMIP6 data using Pangeo tools.
Sustainable Development - Education - Last synced: 08 Apr 2026 - Ranking: 5.1
agrolib
A set of libraries for agrometeorological modeling and climate analysis.
agro-meteorological agrometeo climate-analysis heat-flow hydrologic-model meteorological-data-interpolation plant-development plant-water-uptake radiation-budget snow-accumulation snow-melt soil water-balance
Consumption - Agriculture and Nutrition - Last synced: 08 Apr 2026 - Ranking: 5.1
FHWA's DANA Tool
The Database for Air Quality and Noise Analysis (DANA) Tool provides traffic-related inputs to the Motor Vehicle Emission Simulator (MOVES) vehicle emissions model and the Traffic Noise Model (TNM).
Natural Resources - Air Quality - Last synced: 08 Apr 2026 - Ranking: 5.1
MPPT-Solar-Charger
Supporting documentation and software for the MPPT Solar Charger.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 07 Apr 2026 - Ranking: 5.1
BlueSky
An EIA initiative to develop an open source, next generation energy systems model, which will eventually be used to produce the Annual Energy Outlook (AEO) and International Energy Outlook (IEO).
Energy Systems - Energy System Modeling Frameworks - Last synced: 08 Apr 2026 - Ranking: 5.1
MARIDA
A marine debris-oriented dataset on Sentinel-2 satellite images.
classification deep-learning marine-litter semantic-segmentation
Industrial Ecology - Circular Economy and Waste - Last synced: 07 Apr 2026 - Ranking: 5.1
DeepMove
Predicting Human Mobility with Attentional Recurrent Networks.
attention mobility-trajectory prediction www
Consumption - Mobility and Transportation - Last synced: 07 Apr 2026 - Ranking: 5.1
Awesome Vegetation Index
List of reference, applications of common Vegetation Indices for Multi-spectral, hyper-spectral and UAV images.
Sustainable Development - Curated Lists - Last synced: 08 Apr 2026 - Ranking: 5.1
The Global Environmental Multiscale Model
An integrated forecasting and data assimilation system developed by the Atmospheric Numerical Prediction Research Section, Meteorological Research Division, of Environment and Climate Change Canada.
meteorology numerical-weather-prediction nwp
Climate Change - Earth and Climate Modeling - Last synced: 07 Apr 2026 - Ranking: 5.1
Eumap
Comprises environmental, land cover, terrain, climatic, soil and vegetation layers covering the continental Europe at relatively fine spatial resolutions.
ensemble environmental layers europe gis machine learning
Sustainable Development - Data Catalogs and Interfaces - Last synced: 07 Apr 2026 - Ranking: 5.0
MapBiomas 101
Google Earth Engine Tutorials to produce annual land use and land cover maps from Brazil.
Sustainable Development - Education - Last synced: 08 Apr 2026 - Ranking: 5.0
OSDG
Tool that assigns Sustainable Development Goals labels to your input.
machine-learning machine-learning-algorithms machine-translation ml open-source osdg sdg sdg-data sdgs sustainability sustainability-score sustainable-development sustainable-development-goals united-nations
Sustainable Development - Sustainable Development Goals - Last synced: 07 Apr 2026 - Ranking: 5.0
GridLAB-D
A simulation platform for future electricity distribution power systems.
agent-based gridlabd powerflow simulation
Energy Systems - Grid Analysis and Planning - Last synced: 07 Apr 2026 - Ranking: 5.0
Near Real-Time Survey Progress and Temperature Maps
Create daily survey station daily temperature and anomaly plots as the ships work their way through the Bering Sea.
alaska climate data-visualization groundfish map noaa-fisheries temperature visualization
Biosphere - Marine Life and Fishery - Last synced: 08 Apr 2026 - Ranking: 5.0
cultionet
A library for semantic segmentation of cultivated land using a neural network.
agriculture cropland crops deep-learning fields land-cover pytorch pytorch-lightning remote-sensing satellite
Natural Resources - Soil and Land - Last synced: 07 Apr 2026 - Ranking: 5.0
CLIBD
A model uses contrastive learning to map biological images, DNA barcodes, and textual taxonomic labels to the same latent space.
Biosphere - Biodiversity Analysis and Metrics - Last synced: 08 Apr 2026 - Ranking: 5.0
Plant-Pollinator Interactions Vocabulary
Plant-Pollinator Interactions is a standardized vocabulary maintained by the Brazilian Network on Plant-Pollinator Interactions.
darwincore data-standard plant-pollinator-interactions vocabulary
Sustainable Development - Taxonomy and Ontology - Last synced: 08 Apr 2026 - Ranking: 5.0
openLISEM
A spatial model for simulation of the full waterbalance, overland flow, flooding and sediment erosion, transport and deposition in all flows.
Hydrosphere - Freshwater and Hydrology - Last synced: 07 Apr 2026 - Ranking: 5.0
FSDL Deforestation Detection
A deep learning approach to detecting deforestation risk, using satellite images and a deep learning model.
Biosphere - Deforestation and Reforestation - Last synced: 07 Apr 2026 - Ranking: 5.0
MuSA
A flexible data assimilation toolbox for experimental and operational snowpack reanalysis development.
Cryosphere - Snow and Permafrost - Last synced: 07 Apr 2026 - Ranking: 5.0
The General Circulation of the Atmosphere
The course gives a broad overview about the general circulation of the atmosphere, including the tropospheric and stratospheric circulations.
Sustainable Development - Education - Last synced: 08 Apr 2026 - Ranking: 5.0
se.plan
This mapping tool combines ecological data on forest restoration with data on restoration’s benefits, costs, and risks.
Biosphere - Deforestation and Reforestation - Last synced: 07 Apr 2026 - Ranking: 5.0
OPEN
The framework combines distributed energy resource modelling (e.g. for PV generation sources, battery energy storage systems, electric vehicles), energy market modelling, power flow simulation and multi-period optimisation for scheduling flexible energy resources.
Energy Systems - Renewable Energy Integration - Last synced: 08 Apr 2026 - Ranking: 5.0
ALPGM
Regional glacier evolution model based on deep learning and parametrizations.
deep-learning glacier glacier-modelling surface-mass-balance
Cryosphere - Glacier and Ice Sheets - Last synced: 07 Apr 2026 - Ranking: 5.0
PyChEmiss
A Python script to create the wrfchemi file from local emissions needed to run WRF-Chem model.
Emissions - Emission Observation and Modeling - Last synced: 07 Apr 2026 - Ranking: 5.0
GEOH2
Calculates the locational cost of green hydrogen production, storage, transport, and conversion to meet demand in a specified location.
Energy Storage - Hydrogen - Last synced: 07 Apr 2026 - Ranking: 5.0
pyLCAIO
An object class to hybridize lifecycle assessment and environmentally extended input-output (EEIO) databases.
brightway2 carbon-footprint database ecoinvent energy-consumption environmental-modelling exiobase industrial-ecology input-output life-cycle-assessment scientific-research water-footprint
Industrial Ecology - Input Output Model - Last synced: 07 Apr 2026 - Ranking: 4.9
PyEarthScience
Python modules, scripts and iPython notebooks, in particular for Earth System data processing and visualization used in climate science.
analysis cartopy cdo georeferenced-data matplotlib ncl notebooks pyngl pynio python python-cdo spatial-data visualization xarray
Sustainable Development - Education - Last synced: 08 Apr 2026 - Ranking: 4.9
Applied Environmental Statistics
Applied Environmental Statistics course of the Boston University.
Sustainable Development - Education - Last synced: 08 Apr 2026 - Ranking: 4.9
Fundamentals of Solar Cells and Photovoltaic Systems Engineering
Learn modeling solar radiation, calculating IV curves for varying irradiance and temperature, modeling electricity generation from PV installations, optimizing PV module orientation and inclination, and conducting time series analysis of solar generation.
Sustainable Development - Education - Last synced: 07 Apr 2026 - Ranking: 4.9
POSTED
A public database of techno-economic data on energy and climate-mitigation technologies and a framework for consistent handling of this database.
data data-science economics energy research research-project research-tool techno-economic techno-economic-analysis technology technology-analysis
Energy Systems - Energy Data Accessibility and Integration - Last synced: 08 Apr 2026 - Ranking: 4.9
LIONSIMBA
A Matlab framework based on a finite volume model suitable for Li-ion battery design, simulation, and control.
Energy Storage - Battery - Last synced: 08 Apr 2026 - Ranking: 4.9
PyPSA-China
A open-source model of the Chinese energy system covering electricity and heat that co-optimizes dispatch and investments under user-set constraints, such as limits to environmental impacts, to minimize costs.
energy-system-model optimisation
Energy Systems - Global and Regional Energy System Models - Last synced: 08 Apr 2026 - Ranking: 4.9
DeepR
Global reanalysis downscaling to regional scales by means of deep learning techniques.
Climate Change - Climate Downscaling - Last synced: 08 Apr 2026 - Ranking: 4.9
Industrial Smoke Plume Detection
Characterization of Industrial Smoke Plumes from Remote Sensing Data.
deep-learning earth-observation greenhouse-gas-emissions machine-learning pollution-prediction remote-sensing
Emissions - Emission Observation and Modeling - Last synced: 08 Apr 2026 - Ranking: 4.9
HarvestStat
Contains cleaned and harmonized subnational global crop production data from various sources, including the Famine Early Warning Systems Network (FEWS NET) of the United States Agency for International Development (USAID) and the Food and Agriculture Organization (FAO).
Consumption - Agriculture and Nutrition - Last synced: 08 Apr 2026 - Ranking: 4.9
Vehicle Energy Dataset
A large-scale dataset for vehicle energy consumption research.
Consumption - Mobility and Transportation - Last synced: 07 Apr 2026 - Ranking: 4.9
open-energy-modeling-benchmarks
The purpose of this repository is to collate a collection of benchmarks related to open energy modeling in JuMP.
Energy Systems - Energy System Modeling Frameworks - Last synced: 08 Apr 2026 - Ranking: 4.9
Argo Online School
Teach the basic foundations to use and understand the Argo data, an international program that collects information from inside the ocean using a fleet of approximately 4,000 floats that drift with the ocean currents.
argo argo-data argo-floats online-learning python training-material tutorial
Sustainable Development - Education - Last synced: 07 Apr 2026 - Ranking: 4.9
Electricity Demand Data
A Python-based project focused on collecting, processing, and forecasting hourly electricity demand data.
Energy Systems - Load and Demand Forecasting - Last synced: 08 Apr 2026 - Ranking: 4.9
Private Jet Flights
Track and quantify emissions of private jets.
Emissions - Emission Observation and Modeling - Last synced: 08 Apr 2026 - Ranking: 4.9
ETS-Watch
Provides a Python client for retrieving the latest data on the EU Emissions Trading System market and its participants.
Emissions - Carbon Offsets and Trading - Last synced: 08 Apr 2026 - Ranking: 4.9
Hy2DL
A Python library to create hydrological models for rainfall-runoff prediction, which make use of deep learning methods.
Hydrosphere - Freshwater and Hydrology - Last synced: 08 Apr 2026 - Ranking: 4.9
Coastwards
A global citizen science project to help scientists study the risks of sea-level rise.
citizen-science coast sea-level-rise
Hydrosphere - Coastal and Reefs - Last synced: 07 Apr 2026 - Ranking: 4.9
GenoFLU
Bird influenza data pipeline to automate genotyping assignment.
Biosphere - Avian Monitoring and Analysis - Last synced: 08 Apr 2026 - Ranking: 4.9
Flood Mapping
Flood forecasting via the National Water Model.
floods hand mapping national-water-model
Climate Change - Natural Hazard and Storms - Last synced: 08 Apr 2026 - Ranking: 4.9
SOmap
The goal of this package is to make publication quality round Southern Ocean maps in polar projections with little effort.
Cryosphere - Sea Ice - Last synced: 07 Apr 2026 - Ranking: 4.9
sar_snowmelt_timing
Contains notebooks and tools to identify snowmelt timing using time series analysis of backscatter of Sentinel-1 C-band SAR.
backscatter runoff sar sentinel-1 snowmelt
Cryosphere - Snow and Permafrost - Last synced: 08 Apr 2026 - Ranking: 4.9
AWH-Geo
Tool and calculations for Global Potential of Harvesting Drinking Water from Air using Solar Energy.
Natural Resources - Water Supply and Quality - Last synced: 08 Apr 2026 - Ranking: 4.9
TrackEddy
Used to investigate trends of eddy kinetic energy in the ocean using satellite sea surface height anomaly.
eddies eddy extraction ocean oceanic-eddies
Hydrosphere - Ocean Models - Last synced: 08 Apr 2026 - Ranking: 4.9
ClimODE
Models precise weather evolution with value-conserving dynamics, learning global weather transport as a neural flow, which also enables estimating the uncertainty in predictions.
Climate Change - Earth and Climate Modeling - Last synced: 08 Apr 2026 - Ranking: 4.8
META 2021
Advanced integrated assessment model (SC-IAM), designed as a model-based meta-analysis of the effects of tipping points on the social cost of carbon.
Climate Change - Integrated Assessment and Climate Policy - Last synced: 07 Apr 2026 - Ranking: 4.8
OpenPlantPathology
Open Plant Pathology is an initiative that supports and promotes the spread of all open, transparent and reproducible practices in the field of plant pathology.
openplantpathology reproducible-research
Biosphere - Plants and Vegetation - Last synced: 07 Apr 2026 - Ranking: 4.8
RangeShiftR
A state-of-the-art eco-evolutionary modelling platform that is becoming increasingly used worldwide for both theoretical and applied purposes.
Biosphere - Ecological and Environmental Modeling - Last synced: 08 Apr 2026 - Ranking: 4.8
b3gbi
Analyze biodiversity trends and spatial patterns from GBIF data cubes, using flexible indicators like richness, evenness, and more.
biodiversity-indicators data-cubes
Biosphere - Biodiversity Data Access and Management - Last synced: 08 Apr 2026 - Ranking: 4.8
BioSNICAR
Predicts the spectral albedo of snow and glacier ice between 200nm to 5000nm given information about the illumination conditions, ice structure and the type and concentration particulates.
Cryosphere - Snow and Permafrost - Last synced: 08 Apr 2026 - Ranking: 4.8
WeatherLayers GL
Weather Visualization Layers and Controls for deck.gl.
Atmosphere - Meteorological Observation and Forecast - Last synced: 07 Apr 2026 - Ranking: 4.8
Biodiversity Heritage Library
Biodiversity Heritage Library's web site, databases, and supporting services.
Biosphere - Biodiversity Data Access and Management - Last synced: 08 Apr 2026 - Ranking: 4.8
Water Productivity and Water Accounting using WaPOR
Jupyter notebooks for Water Accounting and Water Productivity using WaPOR course.
Sustainable Development - Education - Last synced: 08 Apr 2026 - Ranking: 4.8
BEMRosetta
Used to model hydrodynamic forces in offshore devices like ships, offshore wind platforms and wave energy converters.
boundary-element hydrodynamic-coefficients-viewer hydrodynamics mesh-processing meshviewer offshore-wind-platforms potential-flow wave-energy
Renewable Energy - Hydro Energy - Last synced: 08 Apr 2026 - Ranking: 4.8
UN/CEFACT CRM
Critical raw materials traceability & transparency project.
Industrial Ecology - Life Cycle Assessment - Last synced: 08 Apr 2026 - Ranking: 4.8
ausplotsR
Directly access plot-based data on vegetation and soils across Australia, with simple function calls to extract the data and merge them into species occurrence matrices for analysis or to calculate things like basal area and fractional cover.
Natural Resources - Soil and Land - Last synced: 07 Apr 2026 - Ranking: 4.8
OSDG Community Dataset
A public dataset of thousands of text excerpts, validated by OSDG Community Platform citizen scientists with respect to the Sustainable Development Goals.
citizen-science citsci crowdsourcing dataset digital-public-goods machine-learning open-data public-good public-goods sdg sdg-data sdgs sustainability sustainable-development-goals united-nations
Sustainable Development - Sustainable Development Goals - Last synced: 07 Apr 2026 - Ranking: 4.8
Global Carbon Budget
An annual living data publication of carbon cycle sources and sinks, generated from multiple data sources and by multiple organisations and research groups.
Emissions - Emission Observation and Modeling - Last synced: 07 Apr 2026 - Ranking: 4.8
GlobalDeltaChange
A theoretical framework to predict delta morphology and delta change, and a set of codes to make this predictions on a global scale for about 11,000 deltas.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 07 Apr 2026 - Ranking: 4.7
GeoNuclearData
Database with information about Nuclear Power Plants worldwide.
database energy geolocation npps nuclear open-data open-datasets plant power powerplant reactor
Energy Systems - Energy Data Accessibility and Integration - Last synced: 07 Apr 2026 - Ranking: 4.7
autoXRD
A Python package for automatic XRD pattern classification of thin-films, tweaked for small and class-imbalanced datasets.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 08 Apr 2026 - Ranking: 4.7
BETTER
Building Efficiency Targeting Tool for Energy Retrofits.
Consumption - Buildings and Heating - Last synced: 08 Apr 2026 - Ranking: 4.7
GWHAT
A free, open source, and cross-platform interactive computer program whose main focus is the interpretation of observation well hydrographs.
groundwater-recharge hydrographs soil-water-balance well-hydrograph
Natural Resources - Water Supply and Quality - Last synced: 07 Apr 2026 - Ranking: 4.7
WSL Julia Workshop 2023
Practical introduction to Julia for modelling and data analysis in biodiversity and earth sciences.
Sustainable Development - Education - Last synced: 08 Apr 2026 - Ranking: 4.7
