eeExtra
A ninja Python package that unifies the Google Earth Engine ecosystem.
dataviz earth-engine geographic-information-systems gis google-earth-engine javascript landsat modis python python3 r remote-sensing rstats satellite-imagery sentinel
Sustainable Development - Data Catalogs and Interfaces - Last synced: 22 May 2026 - Ranking: 17.1
pyunicorn
An object-oriented Python package for advanced analysis and modelling of complex networks such as climate networks, a way of applying complex network theory to the climate system by assuming that each node represents a varying dynamical system.
Climate Change - Earth and Climate Modeling - Last synced: 23 May 2026 - Ranking: 17.1
Activity Browser
An open source and free software for Life Cycle Assessment extending the brightway2 framework.
brightway2 lca lifecycleassessment pyside2 pyside6 python
Industrial Ecology - Life Cycle Assessment - Last synced: 23 May 2026 - Ranking: 17.1
FlexMeasures
A platform for building energy flexibility services with forecasting and scheduling, written in Python & offering a USEF-conform API.
backend energy energy-data energy-flexibility machine-learning
Energy Systems - Building Energy Monitoring - Last synced: 23 May 2026 - Ranking: 17.0
PowerModels.jl
Designed to enable computational evaluation of emerging power network formulations and algorithms in a common platform.
network optimal-power-flow optimization power-network
Energy Systems - Grid Analysis and Planning - Last synced: 23 May 2026 - Ranking: 17.0
pyIEM
A collection of Python support things that make my weather processing work, work.
Atmosphere - Meteorological Observation and Forecast - Last synced: 22 May 2026 - Ranking: 17.0
Py6S
A Python interface to the 6S Radiative Transfer Model.
atmosphere python radiative-transfer remote-sensing satellite science
Atmosphere - Radiative Transfer - Last synced: 23 May 2026 - Ranking: 17.0
Digital Earth Africa Notebooks
Using Earth observations to address social, environmental and economic changes on the Africa continent.
earthobservation hacktoberfest jupyter-notebooks opendatacube python remotesensing xarray
Sustainable Development - Data Catalogs and Interfaces - Last synced: 23 May 2026 - Ranking: 17.0
Climate_Indices
Contains Python implementations of various climate index algorithms which provide a geographical and temporal picture of the severity of precipitation and temperature anomalies useful for climate monitoring and research.
Climate Change - Climate Data Processing and Analysis - Last synced: 22 May 2026 - Ranking: 16.9
Calliope
A framework to develop energy system models, with a focus on flexibility, high spatial and temporal resolution, the ability to execute many runs based on the same base model, and a clear separation of framework and model.
energy energy-system optimisation pyomo python
Energy Systems - Energy System Modeling Frameworks - Last synced: 23 May 2026 - Ranking: 16.9
pyOpenRiverCam
Surface velocity, object tracking, and river flow measurements in an open-source API.
computer-vision hydrology hydrometry velocimetry
Hydrosphere - Freshwater and Hydrology - Last synced: 22 May 2026 - Ranking: 16.9
climate
The goal of the climate R package is to automatize downloading of meteorological and hydrological data from publicly available repositories.
climate climate-data imgw meteorological-data meteorology noaa-data ogimet r r-package sounding
Atmosphere - Meteorological Observation and Forecast - Last synced: 22 May 2026 - Ranking: 16.9
Capytaine
A Python package for the simulation of the interaction between water waves and floating bodies in frequency domain.
boundary-element-method fortran hydrodynamics potential-flow python sea-keeping water-wave wave-energy
Renewable Energy - Hydro Energy - Last synced: 22 May 2026 - Ranking: 16.9
The Public Utility Data Liberation Project
Makes the US' energy data easier to access and use.
cems climate coal ddj eia eia860 eia923 electricity emissions energy epa etl ferc ghg natural-gas open-data pudl python sqlite utility
Energy Systems - Energy Data Accessibility and Integration - Last synced: 23 May 2026 - Ranking: 16.9
Quartz Solar Forecast
The aim of the project is to build an open source PV forecast that is free and easy to use.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 22 May 2026 - Ranking: 16.9
Regen Ledger
Providing a structured database of claims regarding ecological state and change of state.
biodiversity blockchain carbon climate-tech cosmos-sdk credit marketplace origination tendermint
Sustainable Development - Knowledge Platforms - Last synced: 22 May 2026 - Ranking: 16.9
ANDES
Power system transient dynamics simulation with symbolic modeling and numerical analysis.
analysis andes eigenvalue-analysis library modeling-dae package power-system power-system-analysis power-system-dynamics power-system-simulation powerflow simulation small-signal timedomain tool toolbox
Energy Systems - Energy System Modeling Frameworks - Last synced: 23 May 2026 - Ranking: 16.8
MESSAGEix
A versatile, dynamic systems-optimization modeling framework developed by the IIASA Energy, Climate, and Environment (ECE) Program since the 1980s.
energy-system gams integrated-assessment integrated-assessment-model open-source strategic-planning
Climate Change - Integrated Assessment and Climate Policy - Last synced: 23 May 2026 - Ranking: 16.8
ClimaLand.jl
Create and run land models in integrated or standalone modes.
climate gpu julia land land-surface-model
Natural Resources - Soil and Land - Last synced: 22 May 2026 - Ranking: 16.8
PCSE
A framework developed for implementing crop simulation models developed in Wageningen.
Consumption - Agriculture and Nutrition - Last synced: 23 May 2026 - Ranking: 16.8
mocsy
Routines to model ocean carbonate system thermodynamics.
Hydrosphere - Ocean Carbon and Temperature - Last synced: 23 May 2026 - Ranking: 16.8
Tropycal
A Python package intended to simplify the process of retrieving and analyzing tropical cyclone data, both for past storms and in real time.
Climate Change - Natural Hazard and Storms - Last synced: 22 May 2026 - Ranking: 16.8
rfisheries
Interacting with fisheries databases at openfisheries.org.
fisheries open-data openfisheries r r-package rstats
Biosphere - Marine Life and Fishery - Last synced: 22 May 2026 - Ranking: 16.7
ClimaOcean.jl
A framework for realistic ocean-only and coupled ocean + sea-ice simulations driven by prescribed atmospheres and based on Oceananigans and ClimaSeaIce.
climate-model fluid-dynamics fluid-dynamics-simulator machine-learning ocean-modelling
Cryosphere - Sea Ice - Last synced: 22 May 2026 - Ranking: 16.7
Fisheries Stock Assessment
Provides R functions to conduct typical introductory fisheries analyses.
fish fisheries fisheries-management fisheries-stock-assessment population-dynamics r stock-assessment
Biosphere - Marine Life and Fishery - Last synced: 22 May 2026 - Ranking: 16.7
Solar Forecast Arbiter
Core data gathering, validation, processing, and reporting package for the Solar Forecast Arbiter.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 22 May 2026 - Ranking: 16.7
solar-data-tools
Data analysis tools for working with historical PV solar time-series data sets.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 23 May 2026 - Ranking: 16.6
MESMER
Stochastically creates Earth System Model-specific spatio-temporally correlated climate variable field realizations at a negligible computational cost.
Climate Change - Earth and Climate Modeling - Last synced: 22 May 2026 - Ranking: 16.6
BreizhCrops
A Satellite Time Series Dataset for Crop Type Identification.
Consumption - Agriculture and Nutrition - Last synced: 22 May 2026 - Ranking: 16.6
Scores
A Python package of mathematical functions for the verification, evaluation and optimisation of forecasts, predictions or models, primarily supporting the meteorological, climatological and geoscientific communities.
climate contingency-table dask forecast-evaluation forecast-verification forecasting model-validation oceanography pandas python verification weather xarray
Climate Change - Earth and Climate Modeling - Last synced: 23 May 2026 - Ranking: 16.6
FAIR
Finite Amplitude Impulse-Response simple climate-carbon-cycle model.
Climate Change - Earth and Climate Modeling - Last synced: 22 May 2026 - Ranking: 16.5
Dinosaur
A spectral dynamical core for global atmospheric modeling written in JAX.
Climate Change - Earth and Climate Modeling - Last synced: 23 May 2026 - Ranking: 16.5
GEOPM
Serves as a framework for investigating energy and power optimizations geared towards heterogeneous high performance computing platforms.
control-systems hardware high-performance-computing hpc power-management service sustainability telemetry
Consumption - Computation and Communication - Last synced: 22 May 2026 - Ranking: 16.5
pybikes
Provides a set of tools to scrape bike sharing data from different websites and APIs, thus providing a coherent and generalized set of classes and methods to access this sort of information.
Consumption - Mobility and Transportation - Last synced: 23 May 2026 - Ranking: 16.5
Is-Vegan
Helps you to find out which food ingredients are vegan / non-vegan.
Consumption - Agriculture and Nutrition - Last synced: 22 May 2026 - Ranking: 16.5
HyperCoast
A Python package for visualizing and analyzing hyperspetral data in coastal regions.
aviris coastal emit geospatial hyperspectral ipyleaflet ipywidgets leafmap nasa nasa-pace neon pace python
Hydrosphere - Coastal and Reefs - Last synced: 23 May 2026 - Ranking: 16.5
BikeshareClient
Dotnet library for integrating with GBFS bikeshare systems.
bikeshare bikeshare-systems gbfs netstandard
Consumption - Mobility and Transportation - Last synced: 22 May 2026 - Ranking: 16.4
HydroFunctions
A suite of convenience functions for working with hydrology data in an interactive Python session.
hydrology scientific-visualization water
Natural Resources - Water Supply and Quality - Last synced: 22 May 2026 - Ranking: 16.4
rdwd
An R package to select, download and read climate data from the German Weather Service.
Atmosphere - Meteorological Observation and Forecast - Last synced: 22 May 2026 - Ranking: 16.4
SDEverywhere
The framework for system dynamics models created for the global climate simulator En-ROADS, the climate policy simulator C-ROADS and the Energy Policy Simulator.
Climate Change - Integrated Assessment and Climate Policy - Last synced: 23 May 2026 - Ranking: 16.4
ParFlow
An open-source, modular, parallel watershed flow model.
Hydrosphere - Freshwater and Hydrology - Last synced: 23 May 2026 - Ranking: 16.4
powerplantmatching
A toolset for cleaning, standardizing and combining multiple power plant databases.
Energy Systems - Energy Data Accessibility and Integration - Last synced: 23 May 2026 - Ranking: 16.4
amt
Make handling and analyzing animal telemetry data easier by providing functions that simplify common tasks, such as data filtering, calculation of path characteristics and home ranges, and the preparing data for more complex analyse.
Biosphere - Terrestrial Wildlife - Last synced: 23 May 2026 - Ranking: 16.4
pvanalytics
Quality control, filtering, feature labeling, and other tools for working with data from photovoltaic energy systems.
photovoltaic python renewable-energy renewables solar-energy
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 23 May 2026 - Ranking: 16.4
pyflwdir
Fast methods to work with hydro- and topography data in pure Python.
basins d8 hydrography hydrology ldd topography watershed
Hydrosphere - Freshwater and Hydrology - Last synced: 22 May 2026 - Ranking: 16.4
SITS
Enables users to apply machine learning techniques for classifying image time series obtained from earth observation data cubes.
big-earth-data cbers earth-observation eo-datacubes geospatial image-time-series land-cover-classification landsat planetary-computer r-spatial remote-sensing rspatial satellite-image-time-series satellite-imagery sentinel-2 stac-api stac-catalog
Natural Resources - Soil and Land - Last synced: 23 May 2026 - Ranking: 16.3
Kepler
Uses eBPF to probe energy related system stats and exports as Prometheus metrics.
cloud-native energy-consumption energy-efficiency energy-monitor kubernetes prometheus prometheus-exporter sustainability
Consumption - Computation and Communication - Last synced: 23 May 2026 - Ranking: 16.3
CLIVAR ENSO Metrics
CLIVAR ENSO Metrics package proposes metric collections addressing science questions about the evaluation of El Niño-Southern Oscillation in climate models.
Climate Change - Climate Data Processing and Analysis - Last synced: 23 May 2026 - Ranking: 16.3
cfdm
Fully implements the CF data model for its internal data structures and so is able to process any CF-compliant dataset.
aggregation atmosphere cf climate dask data data-compression forecasting metadata netcdf ocean python ugrid zarr
Climate Change - Climate Data Standards - Last synced: 23 May 2026 - Ranking: 16.2
landscapemetrics
Landscape Metrics for Categorical Map Patterns in R.
landscape-ecology landscape-metrics r raster spatial
Natural Resources - Soil and Land - Last synced: 22 May 2026 - Ranking: 16.2
DetecTree
A Pythonic library to classify tree/non-tree pixels from aerial imagery.
image-segmentation python remote-sensing tree-canopy tree-detection tree-pixels
Biosphere - Forest Remote Sensing - Last synced: 22 May 2026 - Ranking: 16.2
openAMUNDSEN
A fully distributed model, designed primarily for resolving the mass and energy balance of snow and ice covered surfaces in mountain regions.
Cryosphere - Sea Ice - Last synced: 22 May 2026 - Ranking: 16.2
PyFlowline
A mesh independent river network generator for hydrologic models.
earth-system-model gis graph hydrology river
Hydrosphere - Freshwater and Hydrology - Last synced: 22 May 2026 - Ranking: 16.2
glaes
Geospatial Land Availability for Energy Systems.
energy geospatial geospatial-analysis python renewable-energy
Energy Systems - Energy System Modeling Frameworks - Last synced: 22 May 2026 - Ranking: 16.2
experiment-impact-tracker
Meant to be a simple drop-in method to track energy usage, carbon emissions, and compute utilization of your system.
Consumption - Computation and Communication - Last synced: 22 May 2026 - Ranking: 16.2
PowerSimData
Is part of a Python software ecosystem developed by Breakthrough Energy Sciences to carry out power flow study in the U.S. electrical grid.
Energy Systems - Grid Analysis and Planning - Last synced: 22 May 2026 - Ranking: 16.2
fasstr
An R package to analyze, summarize, and visualize daily streamflow data.
bcgov for frequency-analysis hydat hydrology r streamflow summary-statistics trends water
Natural Resources - Water Supply and Quality - Last synced: 22 May 2026 - Ranking: 16.2
imod
An open source project to make working with MODFLOW groundwater models in Python easier.
Hydrosphere - Freshwater and Hydrology - Last synced: 23 May 2026 - Ranking: 16.1
biodivMapR
An R package for α- and β-diversity mapping using remotely-sensed images.
biodiversity diversity-mapping hyperspectral-imaging remote-sensing sentinel-2 tropical-forest
Biosphere - Biodiversity Analysis and Metrics - Last synced: 22 May 2026 - Ranking: 16.1
OpenSTEF
A Python package which is used to make short term forecasts for the energy sector.
data-science energy energy-forecasting forecasting machine-learning python time-series
Energy Systems - Load and Demand Forecasting - Last synced: 23 May 2026 - Ranking: 16.1
MESSAGEix-GLOBIOM
Integrated assessment modelling for long-term climate and energy transition scenarios.
Climate Change - Integrated Assessment and Climate Policy - Last synced: 23 May 2026 - Ranking: 16.1
PVMismatch
An explicit Python PV system IV & PV curve trace calculator which can also calculate mismatch.
numpy photovoltaic python scipy solar
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 22 May 2026 - Ranking: 16.1
NeuralHydrology
Python library to train neural networks with a strong focus on hydrological applications.
Hydrosphere - Freshwater and Hydrology - Last synced: 22 May 2026 - Ranking: 16.1
GeoTessera
A foundation model that can process time-series satellite imagery for applications such as land classification and canopy height prediction.
geospatial-data python-package
Natural Resources - Soil and Land - Last synced: 22 May 2026 - Ranking: 16.0
rvertnet
An R Wrapper to the VertNet API, a collaborative project that makes biodiversity data free and available on the web.
api-wrapper biodiversity r r-package rstats specimen spocc vertnet
Biosphere - Biodiversity Data Access and Management - Last synced: 22 May 2026 - Ranking: 16.0
PyBOP
Provides a comprehensive suite of tools for parameterisation and optimisation of battery models.
Energy Storage - Battery - Last synced: 23 May 2026 - Ranking: 16.0
CoastSat
Enables users to obtain time-series of shoreline position at any coastline worldwide from 30+ years of publicly available satellite imagery.
coastal-engineering earth-engine geospatial google-earth-engine jupyter-notebook landsat-5 landsat-7 landsat-8 landsat-9 python remote-sensing satellite-images sentinel-2 shoreline-detection
Hydrosphere - Coastal and Reefs - Last synced: 22 May 2026 - Ranking: 16.0
SpeciesNet
AI models trained to classify species in images from motion-triggered wildlife cameras.
Biosphere - Terrestrial Wildlife - Last synced: 22 May 2026 - Ranking: 16.0
Breeze.jl
Limited area LES-to-mesoscale atmosphere simulations based on Oceananigans.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 22 May 2026 - Ranking: 16.0
unmarked
An R package for analyzing ecological data arising from several popular sampling techniques. The sampling methods include point counts, occurrence sampling, distance sampling, removal, double observer, and many others.
Biosphere - Biodiversity Analysis and Metrics - Last synced: 23 May 2026 - Ranking: 16.0
pygfunction
An open source toolbox for the evaluation of thermal response factors of geothermal borehole fields.
Renewable Energy - Geothermal Energy - Last synced: 22 May 2026 - Ranking: 16.0
ctmm
Continuous-Time Movement Modeling functions for identifying, fitting, and applying continuous-space, continuous-time stochastic movement models to animal tracking data.
Biosphere - Ecological and Environmental Modeling - Last synced: 23 May 2026 - Ranking: 15.9
ACE
A 200M-parameter, autoregressive machine learning emulator of an existing comprehensive 100-km resolution global atmospheric model.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 23 May 2026 - Ranking: 15.9
xmip
Analysis ready CMIP6 data in Python the easy way with pangeo tools.
analysis-ready-data climate-analysis climate-models cmip6 cmip6-data pangeo preprocessing xgcm
Climate Change - Climate Data Processing and Analysis - Last synced: 23 May 2026 - Ranking: 15.9
moveHMM
R package which implements hidden Markov models and associated tools (state decoding, model selection, model checking, etc.) tailored to animal movement modelling.
animal-movement hidden-markov-model hmm movement-ecology r-package
Biosphere - Ecological and Environmental Modeling - Last synced: 23 May 2026 - Ranking: 15.9
AirQo
Develop hardware and software tools to help deliver Clean Air for All African Cities.
hacktoberfest hacktoberfest2024
Natural Resources - Air Quality - Last synced: 22 May 2026 - Ranking: 15.9
hydroscoper
An R interface to the Greek National Data Bank for Hydrometeorological Information.
climate greece hydrology hydrometeorology hydroscope meteorological-data meteorological-stations peer-reviewed r r-package rstats tidy-data time-series water-resources
Hydrosphere - Freshwater and Hydrology - Last synced: 22 May 2026 - Ranking: 15.8
PowerAPI
A middleware toolkit for building software-defined power meters.
energy energy-monitoring green-computing inria power-meter python
Consumption - Computation and Communication - Last synced: 22 May 2026 - Ranking: 15.8
RiverREM
Make river relative elevation models and REM visualizations from an input digital elevation model.
digital-elevation-model lidar visualization
Hydrosphere - Freshwater and Hydrology - Last synced: 22 May 2026 - Ranking: 15.8
Metview Python bindings
Python interface to Metview, a meteorological workstation and batch system for accessing, examining, manipulating and visualising meteorological data.
Atmosphere - Meteorological Observation and Forecast - Last synced: 22 May 2026 - Ranking: 15.8
Ribasim
A water resources model, designed to be the replacement of the regional surface water modules Mozart and SIMRES in the Netherlands Hydrological Instrument.
hydrology julia water-management water-resources
Natural Resources - Water Supply and Quality - Last synced: 23 May 2026 - Ranking: 15.8
SimBench
The objective of the research project SimBench is the development of a benchmark dataset to support research in grid planning and operation.
Energy Systems - Grid Analysis and Planning - Last synced: 22 May 2026 - Ranking: 15.8
physrisk
Primarily designed to run 'bottom-up' calculations that model the impact of climate hazards on large numbers of individual assets including natural and operations.
Sustainable Development - Sustainable Investment - Last synced: 22 May 2026 - Ranking: 15.7
Urban Weather Generator
A Python application for modeling the urban heat island effect.
Climate Change - Earth and Climate Modeling - Last synced: 22 May 2026 - Ranking: 15.7
python-dwca-reader
A Python package to read and parse Darwin Core Archive (DwC-A) files, as produced by the GBIF website, the IPT and many other biodiversity informatics tools.
biodiversity biodiversity-informatics biodiversity-standards dwc gbif python
Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 22 May 2026 - Ranking: 15.7
pyfor
Tools for analyzing aerial point clouds of forest data.
forest-inventory forestry las lidar
Biosphere - Forest Remote Sensing - Last synced: 22 May 2026 - Ranking: 15.7
cmip6-downscaling
Climate downscaling using CMIP6 data.
Climate Change - Climate Downscaling - Last synced: 22 May 2026 - Ranking: 15.7
Particula
An Python-based aerosol simulator. Particula captures gas-particle interactions, transformations, and dynamics to power predictive aerosol science.
aerosol atmosphere model package particle research science simulation
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 23 May 2026 - Ranking: 15.7
sharpshootR
Miscellaneous soil data management, summary, visualization, and conversion utilities to support soil survey.
Natural Resources - Soil and Land - Last synced: 22 May 2026 - Ranking: 15.7
ALUMET
A modular tool that measures energy consumption and performance metrics of CPU and GPU.
cloud-computing edge-computing energy-consumption energy-efficiency hpc-systems kubernetes monitoring profiling research-paper rust sustainability wattmeter
Consumption - Computation and Communication - Last synced: 23 May 2026 - Ranking: 15.7
getCRUCLdata
Provides functions that automate importing CRU CL v. 2.0 climatology data into R.
climate-data cru cru-cl2 data-access diurnal-temperature elevation frost peer-reviewed r r-package rainfall relative-humidity rstats solar-radiation temperature wind
Climate Change - Climate Data Processing and Analysis - Last synced: 22 May 2026 - Ranking: 15.6
Shyft
A cross-platform framework built around high-performancetime-series storage and analysis, providing the computational foundation for hydrological forecasting and energy-market modelling.
C++ Hydrology energy-market forecasting optimization python time-series
Energy Systems - Energy Markets - Last synced: 22 May 2026 - Ranking: 15.6
pyobis
Fetch data from OBIS API which harvests occurrence records from thousands of datasets and makes them available as a single integrated dataset.
marine-data oceanography python
Biosphere - Biodiversity Data Access and Management - Last synced: 22 May 2026 - Ranking: 15.6
climpred
Aims to be the primary package used to analyze output from initialized dynamical forecast models, ranging from short-term weather forecasts to long-term climate forecasts.
climate climate-analysis dask forecasting pangeo prediction python s2d s2s xarray
Climate Change - Climate Data Processing and Analysis - Last synced: 22 May 2026 - Ranking: 15.6
