Earthdata Cloud Cookbook
This Cookbook is learning-oriented to support scientific researchers using NASA Earthdata from Distributed Active Archive Centers as they migrate their workflows to the cloud.
Sustainable Development - Education - Last synced: 02 Jun 2026 - Ranking: 9.0
Sankey Chart Card
A Home Assistant lovelace card to display a sankey chart showing energy, power and water consumption.
energy-consumption home-assistant lovelace-card
Energy Systems - Building Energy Monitoring - Last synced: 03 Jun 2026 - Ranking: 9.0
Open Modeling Framework
A set of Python libraries for simulating power systems behavior with an emphasis on cost-benefit analysis of emerging technologies: distributed generation, storage, networked controls, etc.
Energy Systems - Grid Analysis and Planning - Last synced: 03 Jun 2026 - Ranking: 9.0
dfoliatR
Provide dendrochronologists with tools for identifying and analyzing the signatures of insect defoliators preserved in tree rings.
budworm defoliators dendrochronology dendroecology disturbance forests insects outbreak tree-rings
Biosphere - Forest Modeling and Analysis - Last synced: 03 Jun 2026 - Ranking: 9.0
noaa-apt
Receive and decode images from weather satellites via radio signals.
demodulation dsp image-processing noaa rtl-sdr satellite sdr weather
Sustainable Development - Environmental Satellites - Last synced: 03 Jun 2026 - Ranking: 9.0
gopem
GOPEM is a graphical user interface of OPEM.
chemistry electrochemistry fuel-cell matplotlib opem physics physics-simulation pyqt5 python qt5 simulation
Energy Storage - Hydrogen - Last synced: 03 Jun 2026 - Ranking: 9.0
EmonLib
Arduino Energy Monitoring Library.
Energy Systems - Building Energy Monitoring - Last synced: 02 Jun 2026 - Ranking: 9.0
Santiago.jl
A Julia package to generate appropriate sanitation system options.
Industrial Ecology - Circular Economy and Waste - Last synced: 03 Jun 2026 - Ranking: 9.0
Intro to R for Geospatial data
Provides an introduction to R for learners working with geospatial data.
carpentries data-carpentry data-visualisation data-visualization data-wrangling english geospatial geospatial-data lesson open-educational-resources r stable
Sustainable Development - Education - Last synced: 02 Jun 2026 - Ranking: 9.0
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: 03 Jun 2026 - Ranking: 9.0
Arbimon
Ecoacoustic analysis platform empowering conservationists to analyze acoustic data and to derive insights about the ecosystem at scale.
ai bioacoustics biodiversity-monitoring
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 02 Jun 2026 - Ranking: 9.0
WindNinja
Computes spatially-varying wind fields for wildland fire and other applications requiring high-resolution wind predictions in complex terrain.
Biosphere - Wildfire - Last synced: 03 Jun 2026 - Ranking: 9.0
Ground Heat Exchanger Design Tool
A package with the novel capability of automatically selecting ground heat exchanger configurations based on polygonal land constraints.
geothermal heatexchanger heatpump
Renewable Energy - Geothermal Energy - Last synced: 02 Jun 2026 - Ranking: 9.0
AMOCatlas
Provides a unified system to access and process data from major Atlantic Meridional Overturning Circulation (AMOC) observing arrays.
amoc circulation moc oceanography oceansites python
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 02 Jun 2026 - Ranking: 9.0
ExaGO
High-performance power grid optimization for stochastic, security-constrained, and multi-period ACOPF problems.
Energy Systems - Grid Analysis and Planning - Last synced: 03 Jun 2026 - Ranking: 8.9
Social Income
Fighting global poverty with the help of everyday people and your coding skills.
css firebase firestore open-source opensourceforgood react storybook vite
Sustainable Development - Population and Poverty - Last synced: 03 Jun 2026 - Ranking: 8.9
Safecast
Building out a network of sensors to monitor particulate matter in sizes PM1.0, PM2.5, PM10.
Natural Resources - Air Quality - Last synced: 03 Jun 2026 - Ranking: 8.9
PyPSA-DE
High resolution, sector-coupled model of the German Energy System.
Energy Systems - Global and Regional Energy System Models - Last synced: 02 Jun 2026 - Ranking: 8.9
ClimateSERVpy
Enables access to the ClimateSERV API where many types of climate data can be subset by area of interest, and time range, then either downloaded as tif, or NetCDf files, or the data can be statistically processed to render json values or csv.
chirps climateserv dataset emodis esi imerg python smap time-series
Climate Change - Climate Data Access and Visualization - Last synced: 02 Jun 2026 - Ranking: 8.9
MicroHH
A computational fluid dynamics code designed to simulate turbulent flows in the atmosphere using the Direct Numerical Simulation and Large-Eddy Simulation techniques.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 02 Jun 2026 - Ranking: 8.9
GNparser
Normalises scientific names, as used in biodiversity, and extracts their semantic elements.
biodiversity bioinformatics nomenclature parser scientific-names
Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 02 Jun 2026 - Ranking: 8.9
Datasets APIs and open source projects related to Climate Change
A curated list of APIs, open data and ML/AI projects on climate change.
climate climate-analysis climate-change climate-data data data-science datascience hacktoberfest python r resources rstats
Sustainable Development - Curated Lists - Last synced: 03 Jun 2026 - Ranking: 8.9
EECO
A package for calculating electricity-related emissions and costs for optimization problem formulation and other computational analyses.
Consumption - Computation and Communication - Last synced: 02 Jun 2026 - Ranking: 8.9
SSC
Contains the source code for the technology and financial models contained within the National Renewable Energy Laboratory's System Advisor Model.
Sustainable Development - Sustainable Investment - Last synced: 03 Jun 2026 - Ranking: 8.9
Panoptes
Zooniverse API to support user defined volunteer research projects.
docker hacktoberfest panoptes-platform ruby zooniverse
Biosphere - Biodiversity Citizen Science - Last synced: 02 Jun 2026 - Ranking: 8.9
FarmVibes.AI
Can develop rich geospatial insights for agriculture and sustainability.
agriculture ai geospatial geospatial-analytics multi-modal remote-sensing stac sustainability weather
Consumption - Agriculture and Nutrition - Last synced: 02 Jun 2026 - Ranking: 8.9
DSSAT Cropping System Model
Has been used for many applications ranging from on-farm and precision management to regional assessments of the impact of climate variability and climate change.
agriculture-research crop-model crop-simulation-models
Consumption - Agriculture and Nutrition - Last synced: 03 Jun 2026 - Ranking: 8.9
CalibrateEDMF.jl
Calibrate atmospheric turbulence and convection parameterizations using gradient-free ensemble Kalman methods.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 02 Jun 2026 - Ranking: 8.9
stemflow
A toolkit for Adaptive Spatio-Temporal Exploratory Model in Python using daily abundance estimation using eBird citizen science data.
adaptive-spatio-temporal-exploratory-model animal animal-movement big-data biodiversity biogeography bird-migration bird-survey ebird ecology ecology-modelling geospatial machine-learning movement movement-ecology ornithology spatio-temporal-analysis spatiotemporal spatiotemporal-dynamics species-distribution-modeling
Biosphere - Species Distribution Modeling - Last synced: 03 Jun 2026 - Ranking: 8.9
emonpi
The OpenEnergyMonitor system has the capability to monitor electrical energy use / generation, temperature and humidity.
arduino emoncms emonpi energy-monitor hardware-designs raspberry-pi
Energy Systems - Building Energy Monitoring - Last synced: 02 Jun 2026 - Ranking: 8.9
climate-finance
Is the Python package to get, clean, and work with international public climate finance.
Sustainable Development - Sustainable Investment - Last synced: 03 Jun 2026 - Ranking: 8.9
Pangeo Docker Images
The images defined in this repository capture reproducible computing environments used by Pangeo Cloud.
Climate Change - Earth and Climate Modeling - Last synced: 03 Jun 2026 - Ranking: 8.9
Symbiota
A library of webtools to aid biologists in establishing specimen based virtual floras and faunas.
biodiversity content-management-system natural-history-collections
Biosphere - Biodiversity Data Access and Management - Last synced: 02 Jun 2026 - Ranking: 8.8
deflex
Flexible multi-regional energy system model for heat, power and mobility.
Energy Systems - Energy System Modeling Frameworks - Last synced: 03 Jun 2026 - Ranking: 8.8
SwolfPy
A free, multi-platform, Python-based, open-source, SWM LCA optimization framework with built-in parametric and Monte Carlo sensitivity and uncertainty analysis capabilities.
brightway2 life-cycle-assessment monte-carlo-simulation municipal-solid-waste optimization pyside2 python solid-waste-management swolfpy uncertainty-assessment
Industrial Ecology - Circular Economy and Waste - Last synced: 02 Jun 2026 - Ranking: 8.8
SMODERP2D
Distributed event-based model for surface and subsurface runoff and erosion.
gis-based soil-erosion surface-runoff
Natural Resources - Soil and Land - Last synced: 03 Jun 2026 - Ranking: 8.8
BeeBDC
Bee Biodiversity Data Cleaning.
Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 02 Jun 2026 - Ranking: 8.8
PyPES
A class hierarchy designed to represent configurations of process engineering systems, such as wastewater treatment or desalination plants.
Natural Resources - Water Supply and Quality - Last synced: 02 Jun 2026 - Ranking: 8.8
Geocomputation with Python
An open source book and online resource for getting started in this space with Python.
book geo geocomputation geocompx geopython python spatial
Sustainable Development - Education - Last synced: 02 Jun 2026 - Ranking: 8.8
eodash
Combines the resources, technical knowledge and expertise of three partner agencies ESA, JAXA, and NASA to strengthen our global understanding of global environmental changes and other societal challenges impacting our planet.
earthobservation esa european-commission european-union green-deal jaxa nasa satellite-data
Sustainable Development - Environmental Satellites - Last synced: 03 Jun 2026 - Ranking: 8.8
Energy Research and Forecasting
Designed to provide a flexible computational framework for the exploration and investigation of different physics parameterizations and numerical strategies, and to characterize the flow field that impacts the ability of wind turbines to extract wind energy.
Renewable Energy - Wind Energy - Last synced: 03 Jun 2026 - Ranking: 8.8
ASGS
Provides software infrastructure for automating coastal ocean modelling for real time hurricane decision support.
adcirc automation cyclones forecast gcc gfortran hurricane intel intel-oneapi openmp oracle-cloud redhat tropical ububtu windows wsl2
Climate Change - Natural Hazard and Storms - Last synced: 03 Jun 2026 - Ranking: 8.8
Isca
A framework for the idealized modeling of the global circulation of planetary atmospheres at varying levels of complexity and realism.
atmospheric-modelling atmospheric-science climate-model geophysical-fluid-dynamics planetary-atmospheres
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 03 Jun 2026 - Ranking: 8.8
OpenOA
This library provides a framework for working with large time series data from wind plants, such as SCADA.
Renewable Energy - Wind Energy - Last synced: 03 Jun 2026 - Ranking: 8.8
SESMG
An energy system model generator with the focus on the optimization of urban energy systems.
Energy Systems - Renewable Energy Integration - Last synced: 02 Jun 2026 - Ranking: 8.8
acoupi
A Python package that streamlines bioacoustic classifier deployment on edge devices like the Raspberry Pi.
acoustic-monitoring bioacoustics edge-computing python-toolkit raspberry-pi
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 03 Jun 2026 - Ranking: 8.8
LROSE
The Lidar Radar Open Software Environment for Atmospheric Science.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 03 Jun 2026 - Ranking: 8.8
wqtrends
R package to assess water quality trends with generalized additive models.
package reporting san-francisco-bay time-series-analysis water-quality
Natural Resources - Water Supply and Quality - Last synced: 02 Jun 2026 - Ranking: 8.8
OpenAQ Data Ingest Pipeline
A tool to collect data for OpenAQ platform.
Natural Resources - Air Quality - Last synced: 03 Jun 2026 - Ranking: 8.8
IEA-15-240-RWT
A 15 MW reference wind turbine repository developed in conjunction with IEA Wind.
Renewable Energy - Wind Energy - Last synced: 03 Jun 2026 - Ranking: 8.8
Open Source Python Packages in Hydrology
Holds a list of open source Python packages interesting to Hydrologists.
hydrologists hydrology open-source python
Sustainable Development - Curated Lists - Last synced: 03 Jun 2026 - Ranking: 8.8
Download Water Data
Downloader for the Global Surface Water Data of the Copernicus Programme.
copernicus download global surface water
Hydrosphere - Freshwater and Hydrology - Last synced: 02 Jun 2026 - Ranking: 8.7
Cropbox.jl
Provides a domain specific language for developing crop models.
Consumption - Agriculture and Nutrition - Last synced: 03 Jun 2026 - Ranking: 8.7
agera5tools
Tools for mirroring, manipulating and serving Global Weather for Agriculture data (AgERA5).
Atmosphere - Meteorological Observation and Forecast - Last synced: 02 Jun 2026 - Ranking: 8.7
impact
Compute your ML model's emissions with our calculator and add the results to your paper with our generated LaTeX template.
Consumption - Computation and Communication - Last synced: 02 Jun 2026 - Ranking: 8.7
The Climate Tech Handbook
Help us build the most accessible and accurate climate tech resource on the planet.
climate-change climate-data climate-science climate-tech
Sustainable Development - Knowledge Platforms - Last synced: 03 Jun 2026 - Ranking: 8.7
Plant Trait Ontology
A controlled vocabulary of describe phenotypic traits in plants.
obo obofoundry owl phenotype plant-trait-ontology plant-traits
Sustainable Development - Taxonomy and Ontology - Last synced: 02 Jun 2026 - Ranking: 8.7
iNaturalistReactNative
Official iNaturalist client written in React Native that will eventually replace our existing iOS and Android apps.
Biosphere - Biodiversity Citizen Science - Last synced: 03 Jun 2026 - Ranking: 8.7
ICON
A flexible, scalable, high-performance modelling framework for weather, climate and environmental prediction that provides actionable information for society and advances our understanding of the Earth's climate system.
Climate Change - Earth and Climate Modeling - Last synced: 02 Jun 2026 - Ranking: 8.7
PooPyLab_Project
A biological wastewater treatment software.
environmental-engineering process-flow-diagram python simulation wastewater
Natural Resources - Water Supply and Quality - Last synced: 02 Jun 2026 - Ranking: 8.7
tempestextremes
Extreme weather detection and characterization.
Climate Change - Climate Data Processing and Analysis - Last synced: 02 Jun 2026 - Ranking: 8.7
CABLE
A land surface model, used to calculate the fluxes of momentum, energy, water and carbon between the land surface and the atmosphere and to model the major biogeochemical cycles of the land ecosystem.
Climate Change - Earth and Climate Modeling - Last synced: 03 Jun 2026 - Ranking: 8.7
XPalm
A process-based model for simulating oil palm (Elaeis guineensis) growth and development.
Consumption - Agriculture and Nutrition - Last synced: 02 Jun 2026 - Ranking: 8.7
Analysis-Ready, Cloud Optimized ERA5
A global history of the climate highly accessible in the cloud.
cloud-optimized ecmwf era5 open-science zarr
Climate Change - Climate Data Access and Visualization - Last synced: 03 Jun 2026 - Ranking: 8.7
Anker Solix Integration for Home Assistant
Home Assistant integration for Anker Solix Power devices.
hacs-integration home-assistant integration python
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 02 Jun 2026 - Ranking: 8.7
rdtools
An open source library to support reproducible technical analysis of time series data from photovoltaic energy systems.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 02 Jun 2026 - Ranking: 8.7
met.3D
Interactive three-dimensional visualization of numerical ensemble weather predictions and similar numerical atmospheric model datasets.
Atmosphere - Meteorological Observation and Forecast - Last synced: 02 Jun 2026 - Ranking: 8.7
Urban & Regional Planning Resources
Community list of data & technology resources concerning the built environment and communities.
awesome awesome-list built-environment communities data hacktoberfest planners planning regional-planning resources sustainability technology urban-planning
Sustainable Development - Curated Lists - Last synced: 03 Jun 2026 - Ranking: 8.7
wlts.py
Produce information on land use and coverage used by the Brazilian Government to make public policy decisions.
earth-observation earth-science geoscience geospatial gis python trajectory wlts
Natural Resources - Soil and Land - Last synced: 02 Jun 2026 - Ranking: 8.7
myenergi for Home Assistant
Home Assistant integration for MyEnergi renewable energy products and ev chargers.
ev-charging green-energy home-assistant myenergi
Energy Systems - Building Energy Monitoring - Last synced: 03 Jun 2026 - Ranking: 8.7
Minpower
An open source toolkit for students and researchers in power systems.
Energy Systems - Energy System Modeling Frameworks - Last synced: 02 Jun 2026 - Ranking: 8.6
Open-IMO-CII-Calculator
A C# library for calculating the carbon intensity indicator for ships, in accordance with the International Maritime Organization's carbon regulations.
carbon-emissions carbon-intensity carbon-intensity-indicator cii imo imo-cii international-maritime-organization international-trade marine ship shipping shipping-carbon-intensity-indicator shipping-cii sustainability
Emissions - Carbon Intensity and Accounting - Last synced: 02 Jun 2026 - Ranking: 8.6
PyTrx
Its primary purpose is to obtain velocities, surface areas, and distances from oblique, optical imagery of glacial environments.
glaciology image-classification oblique-imagery opencv optical-flow photogrammetry python3 template-matching time-lapse
Cryosphere - Glacier and Ice Sheets - Last synced: 02 Jun 2026 - Ranking: 8.6
inmap
A multi-scale emissions-to-health impact model for fine particulate matter (PM2.5) that mechanistically evaluates air quality and health benefits of perturbations to baseline emissions.
Natural Resources - Air Quality - Last synced: 03 Jun 2026 - Ranking: 8.6
GCAM-China
The Global Change Analysis Model with China provincial-level details.
china climate coupled-human-natural-systems economics energy gcam gcam-china human-earth-system integrated-assessment-model land
Climate Change - Integrated Assessment and Climate Policy - Last synced: 03 Jun 2026 - Ranking: 8.6
MOM5
A numerical ocean model based on the hydrostatic primitive equations.
Hydrosphere - Ocean Models - Last synced: 02 Jun 2026 - Ranking: 8.6
SEPAL
Empowering people around the world to gain a better understanding of land cover dynamics in forest management by facilitating the efficient access and use of Earth observation data.
Biosphere - Forest Observation and Management - Last synced: 03 Jun 2026 - Ranking: 8.6
OpenLitterMap
An open, interactive and accessible database of the world's litter and plastic pollution.
Industrial Ecology - Circular Economy and Waste - Last synced: 03 Jun 2026 - Ranking: 8.6
pyOSOAA
A Python interface for the Ocean Successive Orders with Atmosphere radiative transfer.
atmospheric-science ocean-sciences radiative-transfer radiative-transfer-models
Atmosphere - Radiative Transfer - Last synced: 03 Jun 2026 - Ranking: 8.6
The Community Emissions Data System
Produces consistent estimates of global air emissions species over the industrial era (1750 - present).
Emissions - Emission Observation and Modeling - Last synced: 03 Jun 2026 - Ranking: 8.6
OperatorFabric
A modular, extensible, industrial-strength and field-tested platform for use in electricity, water and other utility operations.
alerting collaboration energy hypervision linux-foundation platform
Energy Systems - Grid Management and Microgrid - Last synced: 03 Jun 2026 - Ranking: 8.6
goat
A tool capable of modeling walking and cycling accessibility.
accessibility-analysis accessiblity-scenarios cycling isochrones mobility walking webgis
Consumption - Mobility and Transportation - Last synced: 02 Jun 2026 - Ranking: 8.6
WorldDynamics.jl
Aims to provide a modern framework to investigate integrated assessment models of sustainable development, based on current software engineering and scientific machine learning techniques.
hacktoberfest integrated-assessment-model julia sciml simulation world3
Climate Change - Integrated Assessment and Climate Policy - Last synced: 03 Jun 2026 - Ranking: 8.6
OrcaHello
A real-time AI-assisted killer whale notification system.
artificial-intelligence audio-analysis audio-processing bioacoustics deep-learning inference machine-learning marine marine-biology neural-network orcas real-time realtime whales
Biosphere - Marine Life and Fishery - Last synced: 03 Jun 2026 - Ranking: 8.6
EPyT-Control
A Python package for implementing and evaluating control algorithms & strategies in smart water networks.
control epanet epanet-python-toolkit hydraulics python reinforcement-learning simulation water water-distribution-networks water-quality
Natural Resources - Water Supply and Quality - Last synced: 02 Jun 2026 - Ranking: 8.6
PEST++
Software suite aimed at supporting complex numerical models in the context of decision support, with a focus on supporting environmental models like groundwater or surface water.
ensemble-methods ensembles global-sensitivity-analysis non-intrusive optimization optimization-tools parallel-computing parameter-estimation sensitivity-analysis uncertainty-quantification
Natural Resources - Water Supply and Quality - Last synced: 03 Jun 2026 - Ranking: 8.5
EnergyScope Library
A library that enables users to set up energy models for specific scenarios, run optimization simulations, and calculate/visualize Key Performance Indicators (KPIs) for energy system analysis.
Energy Systems - Energy System Modeling Frameworks - Last synced: 02 Jun 2026 - Ranking: 8.5
AI for Earth Data Sets
Notebooks and documentation for AI-for-Earth-managed datasets on Azure.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 03 Jun 2026 - Ranking: 8.5
OceanMesh2D
Precise distance-based two-dimensional automated mesh generation toolbox intended for coastal ocean/shallow water flow models.
coastal-modelling geophysics meshes multiscale-simulation open-source shallow-water-equations
Hydrosphere - Coastal and Reefs - Last synced: 03 Jun 2026 - Ranking: 8.5
EcoLogits
Tracks the energy consumption and environmental impacts of using generative AI models through APIs.
genai generative-ai green-ai green-software llm llm-inference python sustainability sustainable-ai
Consumption - Computation and Communication - Last synced: 03 Jun 2026 - Ranking: 8.5
pathways
A Python package that characterizes the environmental impacts of products, sectors or transition scenarios over time using Life Cycle Assessment.
energy lca prospective scenario
Industrial Ecology - Life Cycle Assessment - Last synced: 03 Jun 2026 - Ranking: 8.5
Invasive Species BC
Inventory and database repository for the creation, treatment, and report on BC Invasive plants and animals.
dds env flnro invasives ionic-framework postgis postgresql react
Biosphere - Terrestrial Wildlife - Last synced: 02 Jun 2026 - Ranking: 8.5
Software Carbon Intensity Specification
A specification that describes how to calculate a carbon intensity for software applications.
Consumption - Computation and Communication - Last synced: 03 Jun 2026 - Ranking: 8.5
Macquette
A whole house energy assessment tool, which models a building to produce a report to help householders under how their home performs now in terms of energy use and how it might be improved.
Consumption - Buildings and Heating - Last synced: 03 Jun 2026 - Ranking: 8.5
CICE
A computationally efficient model for simulating the growth, melting, and movement of polar sea ice.
Cryosphere - Sea Ice - Last synced: 03 Jun 2026 - Ranking: 8.5
Wild Me Scoutbot
Open models for animal count and classification from aerial surveys; pairs with the Scout project.
Biosphere - Terrestrial Wildlife - Last synced: 02 Jun 2026 - Ranking: 8.5
rivr
Designed as an educational tool for students and instructors of undergraduate and graduate courses in open channel hydraulics.
Hydrosphere - Freshwater and Hydrology - Last synced: 03 Jun 2026 - Ranking: 8.5
