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: 22 Aug 2026 - Ranking: 6.2
H2Integrate
An open-source Python package for modeling and designing hybrid energy systems producing electricity, hydrogen, ammonia, steel, and other products.
Energy Systems - Energy System Modeling Frameworks - Last synced: 22 Aug 2026 - Ranking: 14.2
stplanr
A package for sustainable transport planning with R.
cycle cycling desire-lines origin-destination peer-reviewed pubic-transport r r-package route-network routes routing rstats spatial transport transport-planning transportation walking
Consumption - Mobility and Transportation - Last synced: 22 Aug 2026 - Ranking: 21.1
ODM
Aims to improve wastewater monitoring through interoperable data by providing robust support for reporting of biological, toxic or other health hazards.
Natural Resources - Water Supply and Quality - Last synced: 23 Aug 2026 - Ranking: 0.0
vak
A neural network framework for animal acoustic communication and bioacoustics.
animal-communication animal-vocalizations bioacoustic-analysis bioacoustics birdsong python python3 pytorch spectrograms speech-processing torch torchvision vocalizations
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 22 Aug 2026 - Ranking: 18.1
SkyGPT
A physics-constrained stochastic sky video prediction model for probabilistic short-term solar forecasting.
cloud-motion-prediction deep-learning generative-models photovoltaic-power probabilistic-solar-forecasting sky-images stochastic-video-prediction
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 22 Aug 2026 - Ranking: 4.3
giverny
Library for querying the Johns Hopkins Turbulence Database.
atmospheric-physics matlab physics python turbulence
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 22 Aug 2026 - Ranking: 11.9
vSmartMOM.jl
A full end-to-end modular software suite for radiative transfer and related atmospheric analysis.
gpu-acceleration radiative-transfer remote-sensing scattering-physics
Atmosphere - Radiative Transfer - Last synced: 22 Aug 2026 - Ranking: 10.0
The Flexible Modeling System
A software framework for supporting the efficient development, construction, execution, and scientific interpretation of atmospheric, oceanic, and climate system models.
climate climate-model fms fortran gfdl infrastructure netcdf
Climate Change - Earth and Climate Modeling - Last synced: 22 Aug 2026 - Ranking: 11.7
Simsphere
A one-dimensional model that allows one to simulate the transfer of heat and moisture between plants, soil and atmosphere over a 24 hour day.
Natural Resources - Soil and Land - Last synced: 23 Aug 2026 - Ranking: 0.0
bcgroundwater
An R package to facilitate analysis and visualization of groundwater data from the British Columbia groundwater observation well network.
Natural Resources - Water Supply and Quality - Last synced: 22 Aug 2026 - Ranking: 5.4
CO2MPAS-TA
CO2MPAS is backward-looking longitudinal-dynamics CO2 and fuel-consumption simulator for light-duty vehicles.
automotive co2 eu fuel-consumption jrc nedc simulator vehicle wltp
Consumption - Mobility and Transportation - Last synced: 22 Aug 2026 - Ranking: 12.4
wildfire forecasting
The project intends to reproduce the Fire Forecasting capabilities of GEFF using Deep Learning and develop further improvements in accuracy, geography and time scale through inclusion of additional variables or optimization of model architecture and hyperparameters.
deep-learning earth-observation gis remote-sensing wildfire-forecasting
Biosphere - Wildfire - Last synced: 22 Aug 2026 - Ranking: 5.4
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: 22 Aug 2026 - Ranking: -Infinity
rsofun
R framework for site-scale simulations of ecosystem processes.
dgvm growth modeling p-model simulation vegetation-dynamics
Biosphere - Plants and Vegetation - Last synced: 22 Aug 2026 - Ranking: 12.5
OpenTrees.org
A data visualisation of millions of publicly maintained trees around the world.
Biosphere - Forest Observation and Management - Last synced: 22 Aug 2026 - Ranking: 5.5
PlantCV
Plant phenotyping using computer vision.
bioinformatics image-analysis plant-phenotyping plantcv science
Biosphere - Plants and Vegetation - Last synced: 22 Aug 2026 - Ranking: 22.2
PyBox
A Python based box-model generator and simulator designed for atmospheric chemistry and aerosol studies.
atmospheric-science chemistry fortran numba
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 22 Aug 2026 - Ranking: 5.5
ISEAFramework
Allows coupled electrical-thermal simulations of single storage systems (e.g. lithium ion batteries or double layer capacitors) or complete storage system packs.
Energy Storage - Battery - Last synced: 22 Aug 2026 - Ranking: 2.5
Petari
An initiative by an organization aiming to redistribute excess food from various events to those in need.
Consumption - Agriculture and Nutrition - Last synced: 22 Aug 2026 - Ranking: 8.2
