ACCESS-NRI Intake Catalog
Aims to provide a way for Python users to discover and load data across a broad range of climate data products available on the Australian NCI supercomputer Gadi.
Climate Change - Climate Data Access and Visualization - Last synced: 14 Feb 2026 - Ranking: 13.0
Badlands
Basin and Landscape Dynamics is a long-term surface evolution model built to simulate landscape development, sediment transport and sedimentary basins formation from upstream regions down to marine environments.
basin-evolution climate geomorphology geosciences landscape-dynamics marine sedimentology stratigraphy
Hydrosphere - Freshwater and Hydrology - Last synced: 14 Feb 2026 - Ranking: 13.0
e-Manifest
The purpose of e-Manifest is to establish a national information technology system that will enable the Agency and the hazardous waste program's industry and state stakeholders to transition the manifest system from one that is paper-intensive and burdensome to a system that is much more efficient.
Industrial Ecology - Circular Economy and Waste - Last synced: 14 Feb 2026 - Ranking: 13.0
pvOps
Contains a series of functions to facilitate fusion of text-based data with time series production data collected at photovoltaic sites.
scr-2609 snl-data-analysis snl-visualization
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 14 Feb 2026 - Ranking: 12.9
HAMS
An open-source computer program for the analysis of wave diffraction and radiation of three-dimensional floating or submerged structures.
boundary-element-method ocean-wave-energy-converters offshore-wind-platforms potential-flow-theory wave-structure-interaction
Renewable Energy - Wind Energy - Last synced: 14 Feb 2026 - Ranking: 12.9
weather-tools
A series of command-line tools to make common data engineering tasks easier for researchers in climate and weather.
Climate Change - Climate Data Processing and Analysis - Last synced: 14 Feb 2026 - Ranking: 12.9
pypromice
Deliver data about the mass balance of the Greenland ice sheet in near real-time.
greenland weather weather-station
Cryosphere - Glacier and Ice Sheets - Last synced: 14 Feb 2026 - Ranking: 12.9
climatrends
Provides methods to compute precipitation and temperature indices for climate models in ecology.
climate-data climatology timeseries-analysis
Consumption - Agriculture and Nutrition - Last synced: 14 Feb 2026 - Ranking: 12.9
xHydro
Effortlessly extract geospatial and watershed data from APIs, calibrate and execute hydrological models, perform optimal interpolation and frequency analysis on hydrological indicators, compute custom hydrological metrics, and analyze climate change impacts on hydrological data.
hydrological-data-analysis hydrology hydrology-statistical
Hydrosphere - Freshwater and Hydrology - Last synced: 14 Feb 2026 - Ranking: 12.9
MODISTools
Interface to the MODIS Land Products Subsets Web Services.
api r-package remote-sensing rstats satellite-data
Sustainable Development - Environmental Satellites - Last synced: 14 Feb 2026 - Ranking: 12.9
photovoltaic
A Python library used in photovoltaics.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 14 Feb 2026 - Ranking: 12.8
QSDsan
A package for the quantitative sustainable design of sanitation and resource recovery systems.
dynamic-simulations life-cycle-assessment process-modeling quantitative-sustainable-design resource-recovery sanitation sustainability-analysis techno-economic-analysis
Industrial Ecology - Life Cycle Assessment - Last synced: 14 Feb 2026 - Ranking: 12.8
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: 14 Feb 2026 - Ranking: 12.8
ciceroscm
Python version of the CICERO-SCM simple climate model/emulator.
Climate Change - Earth and Climate Modeling - Last synced: 14 Feb 2026 - Ranking: 12.8
Easy SimAuto
An easy-to-use Power System Analysis Automation Platform atop PowerWorld's Simulator Automation Server.
automation contingency-analysis esa graph-analysis hpc numba numpy pandas power-flow powersystem powerworld powerworld-simulator python pythran simauto simulator simulator-automation-server smart-grid transient-stability
Energy Systems - Grid Analysis and Planning - Last synced: 14 Feb 2026 - Ranking: 12.8
Ocean Networks Canada
Provides easy access to Ocean Networks Canada data in Python.
api data-science ocean-sciences onc python
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 14 Feb 2026 - Ranking: 12.8
Climakitae
Enable a transition from climate vulnerability assessments to decision support for investor-owned utilities and other stakeholders.
Climate Change - Climate Data Processing and Analysis - Last synced: 14 Feb 2026 - Ranking: 12.8
FloodAdapt
A decision-support tool that seeks to advance and accelerate flooding-related adaptation planning.
Climate Change - Natural Hazard and Storms - Last synced: 14 Feb 2026 - Ranking: 12.8
TZ-OSeMOSYS
A TransitionZero implementation of the OSeMOSYS systems model.
Energy Systems - Energy System Modeling Frameworks - Last synced: 14 Feb 2026 - Ranking: 12.8
RTC-Tools
A toolbox for control and optimization of water systems.
goal programming hydraulics mathematical programming model predictive control modelica multi-objective optimization optimization reservoir management stochastic optimization water resource management
Natural Resources - Water Supply and Quality - Last synced: 14 Feb 2026 - Ranking: 12.8
Hagelslag
An object-based severe storm forecasting system that utilizing image processing and machine learning tools to derive calibrated probabilities of severe hazards from convection-allowing numerical weather prediction model output.
geojson hail hrrr machine-learning mrms netcdf performance performance-diagram python reliability segmentation storms tracking verification weather zarr
Climate Change - Natural Hazard and Storms - Last synced: 14 Feb 2026 - Ranking: 12.8
SSDM
A package to map species richness and endemism based on stacked species distribution models.
Biosphere - Species Distribution Modeling - Last synced: 14 Feb 2026 - Ranking: 12.8
nempy
Aims to enhance the Australian electricity industries modeling and analytical capabilities.
Energy Systems - Global and Regional Energy System Models - Last synced: 14 Feb 2026 - Ranking: 12.8
ML4Floods
An ecosystem of data, models and code pipelines to tackle flooding with machine learning.
Climate Change - Natural Hazard and Storms - Last synced: 14 Feb 2026 - Ranking: 12.8
perun
Calculates the energy consumption of Python scripts by sampling usage statistics from your hardware components.
benchmarking command-line-tool energy energy-monitor hpc mpi python
Consumption - Computation and Communication - Last synced: 14 Feb 2026 - Ranking: 12.8
AeoLiS
Simulating aeolian sediment transport in situations where supply-limiting factors are important, like in coastal environments.
Hydrosphere - Coastal and Reefs - Last synced: 14 Feb 2026 - Ranking: 12.8
Circuitscape
Modeling movement and gene flow of plants and animals, as well as identifying areas important for connectivity conservation.
animal-movement circuit-analysis climate-change epidemiology forest-fire julia julia-language landscape-ecology landscape-genetics movement-ecology sparse-linear-systems
Biosphere - Terrestrial Wildlife - Last synced: 14 Feb 2026 - Ranking: 12.7
OpenConcept
A toolkit for conceptual MDAO of aircraft with unconventional propulsion architectures.
Consumption - Mobility and Transportation - Last synced: 14 Feb 2026 - Ranking: 12.7
climaemet
An interface to download the climatic data of the Spanish Meteorological Agency directly from R using their API and create scientific graphs.
aemet climate cran data forecast-api r r-package ropenspain rstats science spain weather-api
Climate Change - Climate Data Access and Visualization - Last synced: 14 Feb 2026 - Ranking: 12.7
nlmod
Python package to build, run and visualize MODFLOW 6 groundwater models in the Netherlands.
flopy geopandas groundwater groundwater-modelling hydrogeology hydrology modflow python xarray
Hydrosphere - Freshwater and Hydrology - Last synced: 14 Feb 2026 - Ranking: 12.7
r2dii.analysis
These tools help you to assess if a financial portfolio aligns with climate goals.
Sustainable Development - Sustainable Investment - Last synced: 14 Feb 2026 - Ranking: 12.7
RAMP
A bottom-up stochastic model for the generation of high-resolution multi-energy profiles, conceived for application in contexts where only rough information about users' behaviour are obtainable.
Energy Systems - Energy System Modeling Frameworks - Last synced: 14 Feb 2026 - Ranking: 12.7
MUSE2
Atool for running simulations of energy systems. It is written in Rust and its purpose is to provide users with a framework to simulate pathways of energy system transition. These transitions are usually in the context of climate change mitigation.
Energy Systems - Energy System Modeling Frameworks - Last synced: 14 Feb 2026 - Ranking: 12.7
xroms
Work with ROMS ocean model output with xarray and calculate many derived variables with correct grid metrics in one line, including horizontal velocity, kinetic energy and eddy kinetic energy.
Hydrosphere - Ocean Models - Last synced: 14 Feb 2026 - Ranking: 12.7
DSCIM
Enables the calculation of sector-specific partial social cost of greenhouse gases combined across sectors using a variety of valuation methods and assumptions.
Emissions - Carbon Intensity and Accounting - Last synced: 14 Feb 2026 - Ranking: 12.6
Verif
A command-line tool that lets you verify the quality of weather forecasts for point locations.
evaluation forecasting prediction statistics verification weather
Atmosphere - Meteorological Observation and Forecast - Last synced: 14 Feb 2026 - Ranking: 12.6
snail
A Python package to help with analysis of the potential impacts of climate hazards and other perils on infrastructure networks.
Climate Change - Natural Hazard and Storms - Last synced: 14 Feb 2026 - Ranking: 12.6
WaterDetect
End-to-end algorithm to generate open water cover mask, specially conceived for L2A Sentinel 2 imagery from MAJA1 processor, without any a priori knowledge on the scene.
Hydrosphere - Freshwater and Hydrology - Last synced: 14 Feb 2026 - Ranking: 12.6
SHARPy
Simulation of High Aspect Ratio aeroplanes and wind turbines in Python.
aeroelasticity aeronautics simulation structural-dynamics structures wind-turbines
Renewable Energy - Wind Energy - Last synced: 14 Feb 2026 - Ranking: 12.6
jao-py
Python client for the various endpoints offered by the Joint Allocation Office, Europe's single leading trading platform for cross-border transmission capacity.
Energy Systems - Energy Data Accessibility and Integration - Last synced: 14 Feb 2026 - Ranking: 12.6
ecocomDP
A dataset design pattern for harmonizing ecological community surveys in a research question agnostic format from source datasets published across multiple repositories.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 14 Feb 2026 - Ranking: 12.6
Bristlecone
An F# library for model-fitting model-selection (MFMS) of ecological models to observational data. The library was developed for tree ring analysis, but can be used for other time-series modelling problems.
dendroecology mechanistic-models time-series
Biosphere - Forest Modeling and Analysis - Last synced: 14 Feb 2026 - Ranking: 12.6
rFIA
Increase the accessibility and use of the USFS Forest Inventory and Analysis Database by providing a user-friendly, open source platform to easily query and analyze.
compute-estimates fia fia-database fia-datamart forest-inventory forest-variables inventories r space-time spatial
Biosphere - Forest Observation and Management - Last synced: 14 Feb 2026 - Ranking: 12.6
elpv-dataset
A dataset of functional and defective solar cells extracted from EL images of solar modules.
computer-vision machine-learning photovoltaic solar-cells solar-energy
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 14 Feb 2026 - Ranking: 12.5
3DFin
A free software for automatic computation of tree parameters in terrestrial point clouds.
Biosphere - Forest Remote Sensing - Last synced: 14 Feb 2026 - Ranking: 12.5
era5cli
Command Line Interface to download ERA5 from Copernicus Climate Data Service.
Climate Change - Climate Data Processing and Analysis - Last synced: 14 Feb 2026 - Ranking: 12.5
elexonpy
A Python package that provides a convenient interface to the ELEXON API suite, which provides data published by the UK energy data provider as received.
Energy Systems - Energy Data Accessibility and Integration - Last synced: 14 Feb 2026 - Ranking: 12.5
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: 14 Feb 2026 - Ranking: 12.5
volkszaehler.org
A free smart meter implementation with focus on data privacy.
logging monitoring php privacy smarthome smartmeter volkszaehler
Consumption - Buildings and Heating - Last synced: 14 Feb 2026 - Ranking: 12.5
TopoPyScale
Perform topography-based downscaling of climate data to the hillslope scale.
climate climate-science clustering dem downscaling era5 geoscience joss science timeseries xarray
Climate Change - Climate Downscaling - Last synced: 14 Feb 2026 - Ranking: 12.5
robis
Build and maintain a global alliance that collaborates with scientific communities to facilitate free and open access to, and application of, biodiversity and biogeographic data and information on marine life.
Biosphere - Biodiversity Data Access and Management - Last synced: 14 Feb 2026 - Ranking: 12.5
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: 14 Feb 2026 - Ranking: 12.5
metloom
A Python library created with the goal of consistent, simple sampling of meteorology and snow related point measurments from a variety of datasources across the Western US.
Atmosphere - Meteorological Observation and Forecast - Last synced: 14 Feb 2026 - Ranking: 12.5
polartoolkit
A Python package with the goal of making Polar (i.e. Antarctic, Arctic, Greenland) research more efficient, reproducible, and accessible.
antarctica arctic bedmachine bedmap cryosphere gmt greenland jupyter-notebook plotting polar profiles pygmt python
Cryosphere - Glacier and Ice Sheets - Last synced: 14 Feb 2026 - Ranking: 12.5
gtfs-router
An R package for routing with GTFS (General Transit Feed Specification) data.
gtfs gtfsrouter public-transportation r-package router
Consumption - Mobility and Transportation - Last synced: 14 Feb 2026 - Ranking: 12.5
daymetr
Allows for easy downloads of Daymet climate data directly to your R workspace or your computer.
climate-data data-science daymet gridded-data netcdf ornl-daac r-package rstats
Climate Change - Climate Data Processing and Analysis - Last synced: 14 Feb 2026 - Ranking: 12.5
MetSim
A meteorological simulator and forcing disaggregator for hydrologic modeling and climate applications.
climate disaggregation hydrology meteorology mtclim
Climate Change - Earth and Climate Modeling - Last synced: 14 Feb 2026 - Ranking: 12.4
Open Sustainable Technology
A directory and analysis of the open source ecosystem in the areas of climate change, energy, biodiversity and natural resources.
awesome awesome-list biodiversity carbon-emissions climate climate-change climate-data climate-science earth-science energy energy-consumption energy-data geoscience ocean photovoltaic renewable-energy renewables sustainability sustainable-development-goals wind-turbine
Sustainable Development - Knowledge Platforms - Last synced: 14 Feb 2026 - Ranking: 12.4
pyIEM
A collection of Python support things that make my weather processing work, work.
Atmosphere - Meteorological Observation and Forecast - Last synced: 14 Feb 2026 - Ranking: 12.4
timex_lca
A Python package for time-explicit Life Cycle Assessment that helps you assess the environmental impacts of products and processes over time.
Industrial Ecology - Life Cycle Assessment - Last synced: 14 Feb 2026 - Ranking: 12.4
Metocean-stats
A tool for comprehensive statistics and visualization of metocean data like wind, waves, ocean currents, tide levels, air and water temperature, sea ice, and more.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 14 Feb 2026 - Ranking: 12.4
openmodelica-microgrid-gym
An OpenAI Gym Environment for Microgrids.
control electrical-engineering energy-system-modeling engineering machine-learning microgrid modelica openai-gym openai-gym-environments openmodelica power-electronics power-supply power-systems python reinforcement-learning simulation smart-grids
Energy Systems - Grid Management and Microgrid - Last synced: 14 Feb 2026 - Ranking: 12.4
ILAMB
Python software used in the International Land Model Benchmarking project.
benchmarking earth-system-model model python3
Natural Resources - Soil and Land - Last synced: 14 Feb 2026 - Ranking: 12.4
hn2016_falwa
A Python library for computing Finite-Amplitude Local Wave Activity from climate data.
climate climate-analysis climate-data climate-data-analysis climate-science hacktoberfest python science science-research
Climate Change - Climate Data Processing and Analysis - Last synced: 14 Feb 2026 - Ranking: 12.4
mapme.biodiversity
Efficient analysis of spatial biodiversity datasets for global portfolios.
environment eo gis mapme spatial sustainability
Biosphere - Biodiversity Analysis and Metrics - Last synced: 14 Feb 2026 - Ranking: 12.4
BlackMarblePy
A Python package that provides a simple way to use nighttime lights data from NASA's Black Marble project that provides a product suite of daily, monthly and yearly global nighttime lights.
blackmarble datapartnership nasa nasa-data nasa-earth-data nightlights nighttime-lights raster-data viirs worldbank zonal-statistics
Sustainable Development - Environmental Satellites - Last synced: 14 Feb 2026 - Ranking: 12.4
GreenCity
Teach people in a playful and challenging way to have an eco-friendly lifestyle.
Sustainable Development - Education - Last synced: 14 Feb 2026 - Ranking: 12.3
BIOMASS
An R package for estimating aboveground biomass and its uncertainty in tropical forests.
Biosphere - Biomass - Last synced: 14 Feb 2026 - Ranking: 12.3
StormEvents
Provides Python interfaces for observational data surrounding named storm events.
Climate Change - Natural Hazard and Storms - Last synced: 14 Feb 2026 - Ranking: 12.3
allometric
An R package for predicting tree attributes with allometric models.
carbon forest-inventory forestry
Biosphere - Forest Modeling and Analysis - Last synced: 14 Feb 2026 - Ranking: 12.3
pybomwater
Provides access to Web Data Services ( SOS2 ) station reference data and historical time series water data for stations across Australia, collected by the Bureau of Meteorology.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 14 Feb 2026 - Ranking: 12.3
PyAEZ
A Python package consisted of many algorithms related to Agro-ecological zoning (AEZ) framework.
Consumption - Agriculture and Nutrition - Last synced: 14 Feb 2026 - Ranking: 12.3
smapr
An R package for acquisition and processing of NASA (Soil Moisture Active-Passive) SMAP data.
acquisition extract-data nasa peer-reviewed r r-package raster rstats smap-data soil-mapping soil-moisture soil-moisture-sensor
Natural Resources - Soil and Land - Last synced: 14 Feb 2026 - Ranking: 12.2
pyTSEB
Contains Python code for Two Source Energy Balance models (Priestley-Taylor TSEB-PT, Dual Time Difference DTD and TSEB with component soil and canopy temperatures TSEB-2T) for estimating sensible and latent heat flux based on measurements of radiometric surface temperature.
canopy evapotranspiration heat radiometric-temperatures satellite-imagery soil source-energy-balance
Natural Resources - Soil and Land - Last synced: 14 Feb 2026 - Ranking: 12.2
Mission Support System
A collaboration server to plan atmospheric research flights.
conda-forge flight-planning mission-support-system python
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 14 Feb 2026 - Ranking: 12.2
tidysdm
A Species Distribution Models in R.
r species-distribution-modelling tidymodels
Biosphere - Species Distribution Modeling - Last synced: 14 Feb 2026 - Ranking: 12.2
SpeciesDistributionToolkit
A collection of Julia packages forming a toolkit meant to deal with species distribution data.
bioclim biodiversity biogeography chelsa earthenv ecology species-distribution-models
Biosphere - Species Distribution Modeling - Last synced: 14 Feb 2026 - Ranking: 12.2
accessibility
Given a pre-computed travel cost matrix and a land use dataset (containing the location of jobs, healthcare and population, for example), the package allows one to calculate accessibility levels and accessibility poverty and inequality.
accessibility r transport transport-accessibility
Consumption - Mobility and Transportation - Last synced: 14 Feb 2026 - Ranking: 12.2
rsofun
R framework for site-scale simulations of ecosystem processes.
dgvm growth modeling p-model simulation vegetation-dynamics
Biosphere - Plants and Vegetation - Last synced: 14 Feb 2026 - Ranking: 12.2
MARIO
Perform impact analysis using regional input-output tables and models.
Industrial Ecology - Input Output Model - Last synced: 14 Feb 2026 - Ranking: 12.2
ARTS
A radiative transfer model for the millimeter and sub-millimeter spectral range.
atmospheric-science cpp radiative-transfer
Atmosphere - Radiative Transfer - Last synced: 14 Feb 2026 - Ranking: 12.2
heatwaveR
Contains the original functions from the RmarineHeatWaves package that calculate and display marine heatwaves according to the definition of Hobday et al. (2016).
Hydrosphere - Ocean Carbon and Temperature - Last synced: 14 Feb 2026 - Ranking: 12.1
lowtran
Atmospheric absorption extinction, scatter and irradiance model in Python and Matlab.
atmosphere atmospheric-modelling f2py fortran geoscience lowtran matlab matlab-python-interface python
Atmosphere - Radiative Transfer - Last synced: 14 Feb 2026 - Ranking: 12.1
gdm
Provides functions to fit, plot, summarize, and apply Generalized Dissimilarity Models.
Biosphere - Biodiversity Analysis and Metrics - Last synced: 14 Feb 2026 - Ranking: 12.1
SWMManywhere
A tool to synthesise urban drainage network models using publicly available data such as street network, DEM, and building footprints, across the globe.
hacktoberfest hydraulic-modelling hydrology-stormwater-analysis python stormwater swmm swmm5 swmmanywhere
Natural Resources - Water Supply and Quality - Last synced: 14 Feb 2026 - Ranking: 12.1
wrfhydropy
Provides an end-to-end Python interface to support reproducible research and construction of workflows involving the WRF-Hydro model.
Hydrosphere - Ocean Models - Last synced: 14 Feb 2026 - Ranking: 12.1
TropFishR
A collection of fisheries models based on the FAO Manual 'Introduction to tropical fish stock assessment'.
assessment fao-manual fish fish-stocks
Biosphere - Marine Life and Fishery - Last synced: 14 Feb 2026 - Ranking: 12.1
Bluemath
Provide a set of statistical tools tailored for climate data analysis, with a focus on statistical classification and prediction.
Climate Change - Climate Data Processing and Analysis - Last synced: 14 Feb 2026 - Ranking: 12.1
Mobility
An open-source solution to compute the carbon emissions due to the mobility of a local population.
carbon carbon-footprint mobility open-source transport transportation
Consumption - Mobility and Transportation - Last synced: 14 Feb 2026 - Ranking: 12.1
antaresViz
Visualize the results of Antares, an Open Source power system simulator meant to be used by anybody placing value in quantifying the adequacy or the economic performance of interconnected energy systems, at short or remote time horizons.
adequacy bilan dygraphs electric energy leaflet linear-programming manipulatewidge monte-carlo-simulation optimization plotly previsionnel r renewable-energy rte shiny shiny-apps simulation stochastic-simulation-algorithm tyndp
Energy Systems - Energy System Modeling Frameworks - Last synced: 14 Feb 2026 - Ranking: 12.1
pyfor
Tools for analyzing aerial point clouds of forest data.
forest-inventory forestry las lidar
Biosphere - Forest Remote Sensing - Last synced: 14 Feb 2026 - Ranking: 12.1
