open-MaStR
Download and process German energy data from BNetzA database Marktstammdatenregister.
dataset datasets energy energy-data marktstammdatenregister oep open-energy-family python solar
Energy Systems - Energy Data Accessibility and Integration - Last synced: 30 Jun 2025 - Ranking: 15.4
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: 30 Jun 2025 - Ranking: 15.4
GT4Py
Library for generating high-performance implementations of stencil kernels for weather and climate modeling from a domain-specific language.
Climate Change - Climate Data Processing and Analysis - Last synced: 30 Jun 2025 - Ranking: 15.4
argopy
A global network of nearly 4000 autonomous probes measuring pressure, temperature and salinity from the surface to 2000m depth every 10 days.
argo argo-data argo-floats oceanography python
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 30 Jun 2025 - Ranking: 15.4
demandlib
With the demandlib you can create power and heat profiles for various sectors by scaling them to your desired demand.
Energy Systems - Load and Demand Forecasting - Last synced: 30 Jun 2025 - Ranking: 15.4
imod
An open source project to make working with MODFLOW groundwater models in Python easier.
Hydrosphere - Freshwater and Hydrology - Last synced: 30 Jun 2025 - Ranking: 15.3
OBI
The Open-Bodem-Index-Calculator is a tool that evaluates the soil of agricultural fields based on four main criteria: chemical, physical, biological and management.
Consumption - Agriculture and Nutrition - Last synced: 30 Jun 2025 - Ranking: 15.3
ameriflux
A network of PI-managed sites measuring ecosystem CO2, water, and energy fluxes in North, Central and South America.
ameriflux api carbon-flux data time-series
Emissions - Emission Observation and Modeling - Last synced: 30 Jun 2025 - Ranking: 15.3
rsoi
An R package to download the most up to date climate indices.
cran oceanic-nino oceanography r
Climate Change - Climate Data Access and Visualization - Last synced: 30 Jun 2025 - Ranking: 15.3
CityLearn
Official reinforcement learning environment for demand response and load shaping.
Energy Systems - Load and Demand Forecasting - Last synced: 30 Jun 2025 - Ranking: 15.3
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: 30 Jun 2025 - Ranking: 15.3
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: 30 Jun 2025 - Ranking: 15.3
photosynthesis
An R package with modeling tools for C3 photosynthesis, as well as analytical tools for curve-fitting plant ecophysiology responses.
Biosphere - Plants and Vegetation - Last synced: 30 Jun 2025 - Ranking: 15.3
Earth2Studio
A Python-based package designed to get users up and running with AI weather and climate models fast. Our mission is to enable everyone to build, research and explore AI driven meteorology.
ai climate-science deep-learning weather
Climate Change - Earth and Climate Modeling - Last synced: 01 Jul 2025 - Ranking: 15.2
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: 30 Jun 2025 - Ranking: 15.2
Py6S
A Python interface to the 6S Radiative Transfer Model.
atmosphere python radiative-transfer remote-sensing satellite science
Atmosphere - Radiative Transfer - Last synced: 30 Jun 2025 - Ranking: 15.2
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: 30 Jun 2025 - Ranking: 15.2
FAIR
Finite Amplitude Impulse-Response simple climate-carbon-cycle model.
Climate Change - Earth and Climate Modeling - Last synced: 30 Jun 2025 - Ranking: 15.2
pyTMD
Python-based tidal prediction software for estimating ocean, load, solid Earth and pole tides.
geodesy geophysics oceanography tides
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 30 Jun 2025 - Ranking: 15.1
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: 30 Jun 2025 - Ranking: 15.1
pvfactors
Open source view-factor model for diffuse shading and bifacial PV modeling.
bifacial python renewable-energy solar-energy
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 30 Jun 2025 - Ranking: 15.1
track2KBA
This R package is comprised of functions that facilitate the identification of areas of importance for biodiversity, such as Key Biodiversity Areas (KBAs), based on individual tracking data.
Biosphere - Conservation and Restoration - Last synced: 30 Jun 2025 - Ranking: 15.1
PCSE
A framework developed for implementing crop simulation models developed in Wageningen.
Consumption - Agriculture and Nutrition - Last synced: 30 Jun 2025 - Ranking: 15.0
soiltexture
A toolbox for plotting, classifying and transforming soil texture data like clay, silt and sand contents.
Natural Resources - Soil and Land - Last synced: 30 Jun 2025 - Ranking: 14.9
Radiant MLHub Python Client
Open community commons for geospatial training data, machine learning models, and standards to encourage collaboration and share information.
machine-learning python python-3 python-client satellite-imagery stac
Sustainable Development - Data Catalogs and Interfaces - Last synced: 30 Jun 2025 - Ranking: 14.9
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: 30 Jun 2025 - Ranking: 14.9
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: 30 Jun 2025 - Ranking: 14.9
reV
Enables the efficient and scalable computation of renewable energy generation, levelized cost of energy, application of geospatial exclusion layers, and generation of renewable energy supply curves.
Energy Systems - Renewable Energy Integration - Last synced: 30 Jun 2025 - Ranking: 14.9
cellpy
Extract and tweak data from electro-chemical tests of battery cells.
battery chemistry data-analysis electrochemistry opensource physics
Energy Storage - Battery - Last synced: 30 Jun 2025 - Ranking: 14.9
xeofs
A dedicated Python package for dimensionality reduction in the realm of climate science, offering methods like PCA, known as EOF analysis within the field, and related variants.
climate-science dask dimensionality-reduction eof-analysis pattern-recognition pca xarray
Climate Change - Climate Data Processing and Analysis - Last synced: 30 Jun 2025 - Ranking: 14.8
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: 30 Jun 2025 - Ranking: 14.8
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: 30 Jun 2025 - Ranking: 14.8
PowerSystems.jl
Provides a rigorous data model using Julia structures to enable power systems analysis and modeling.
electrical energy-system julia nrel powersystems
Energy Systems - Energy System Modeling Frameworks - Last synced: 30 Jun 2025 - Ranking: 14.8
CoordinateCleaner
Automated flagging of common spatial and temporal errors in biological and palaeontological collection data, for the use in conservation, ecology and palaeontology.
Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 30 Jun 2025 - Ranking: 14.8
LWFBrook90R
Simulates daily transpiration, interception, soil and snow evaporation, streamflow and soil water fluxes through a soil profile covered with vegetation.
evapotranspiration modeling r-package waterbalance waterflux
Natural Resources - Soil and Land - Last synced: 30 Jun 2025 - Ranking: 14.8
xarray-sentinel
Easily access and explore the SAR data products of the Copernicus Sentinel-1 satellite mission in Python.
copernicus earth-observation radar remote-sensing sar satellite-imagery sentinel-1 synthetic-aperture-radar xarray
Sustainable Development - Environmental Satellites - Last synced: 30 Jun 2025 - Ranking: 14.8
VEDA Dashboard
Developed collaboratively and mostly reusing existing open-source components, VEDA consolidates GIS delivery mechanisms, processing platforms, analysis services, and visualization tools and provides an ecosystem of open tools for addressing Earth science research and application needs through the public-facing VEDA Dashboard.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 30 Jun 2025 - Ranking: 14.7
brightway2
An open source framework for life cycle assessment.
bw2 documentation life-cycle-assessment python
Industrial Ecology - Life Cycle Assessment - Last synced: 30 Jun 2025 - Ranking: 14.7
pyrcel
An implementation of a simple, adiabatic cloud parcel model for use in aerosol-cloud interaction studies.
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 30 Jun 2025 - Ranking: 14.7
pyrealm
Providing an integrated toolbox for modelling plant productivity, growth and demography using Python.
Biosphere - Plants and Vegetation - Last synced: 30 Jun 2025 - Ranking: 14.7
ORBIT
Offshore Renewable Balance-of-system Installation Tool computes capital costs and activity times for offshore wind plant balance-of-system (everything besides the turbine) costs.
Renewable Energy - Wind Energy - Last synced: 30 Jun 2025 - Ranking: 14.7
ebcpy
Provides generic functions and classes commonly used for the analysis and optimization of energy systems, buildings and indoor climate.
Consumption - Buildings and Heating - Last synced: 30 Jun 2025 - Ranking: 14.7
oemof
Open Energy Modelling Framework - A Python toolbox for energy system modeling and optimization. A community driven, modular, flexible and generic software project.
Energy Systems - Energy System Modeling Frameworks - Last synced: 30 Jun 2025 - Ranking: 14.7
ESMF
The Earth System Modeling Framework is a suite of software tools for developing high-performance, multi-component Earth science modeling applications.
earth-system-model earth-system-modeling earth-system-modeling-framework earth-system-modelling esmf esmx model-coupling numerical-weather-prediction nuopc nwp unified-forecast-system
Climate Change - Earth and Climate Modeling - Last synced: 30 Jun 2025 - Ranking: 14.7
pygfunction
An open source toolbox for the evaluation of thermal response factors of geothermal borehole fields.
Renewable Energy - Geothermal Energy - Last synced: 30 Jun 2025 - Ranking: 14.6
Graph Weather
Data-driven approach for forecasting global weather using graph neural network.
forecasting-models graph-neural-networks pytorch weather
Atmosphere - Meteorological Observation and Forecast - Last synced: 30 Jun 2025 - Ranking: 14.6
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: 30 Jun 2025 - Ranking: 14.6
PV_ICE
An open-source tool to quantify Solar Photovoltaics (PV) Energy and Mass Flows in the Circular Economy, from a Reliability and Lifetime approach.
circular-economy circularity circularity-metrics lifetime mass-flow photovoltaics recycle reliability repair reuse solar-energy
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 30 Jun 2025 - Ranking: 14.6
ROSCO
NREL's Reference OpenSource Controller for wind turbine applications.
Renewable Energy - Wind Energy - Last synced: 30 Jun 2025 - Ranking: 14.6
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: 30 Jun 2025 - Ranking: 14.6
bifacial_radiance
Toolkit for working with RADIANCE for the ray-trace modeling of Bifacial Photovoltaics.
bifacial gui photovoltaics radiance renewable-energy renewables
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 30 Jun 2025 - Ranking: 14.6
landsatxplore
Provides an interface to the EarthExplorer portal to search and download Landsat Collections scenes through a command-line interface or a Python API.
earth-observation landsat remote-sensing
Sustainable Development - Environmental Satellites - Last synced: 30 Jun 2025 - Ranking: 14.5
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: 30 Jun 2025 - Ranking: 14.5
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: 30 Jun 2025 - Ranking: 14.5
MoorDyn
A lumped-mass mooring line model intended for coupling with floating structure codes.
Renewable Energy - Wind Energy - Last synced: 01 Jul 2025 - Ranking: 14.5
ENMeval
R package for automated runs and evaluations of ecological niche models.
Biosphere - Species Distribution Modeling - Last synced: 30 Jun 2025 - Ranking: 14.5
ESGF PyClient
A Python package designed for interacting with the Earth System Grid Federation system.
Climate Change - Climate Data Access and Visualization - Last synced: 30 Jun 2025 - Ranking: 14.5
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: 30 Jun 2025 - Ranking: 14.5
Gym Electric Motor
An OpenAI Gym Environment for Electric Motors.
benchmark converters electric-drive electrical-engineering gym-environment machinelearning motor-models openai openai-gym openai-gym-environments pmsm reinforcement-learning
Consumption - Mobility and Transportation - Last synced: 30 Jun 2025 - Ranking: 14.5
CliMT
A Toolkit for building Earth system models in Python.
atmospheric-modelling climate-model python
Climate Change - Earth and Climate Modeling - Last synced: 30 Jun 2025 - Ranking: 14.4
CloudnetPy
A Python software designed for producing vertical profiles of cloud properties from ground-based remote sensing measurements.
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 30 Jun 2025 - Ranking: 14.4
Tools for the iTEM databases
Contains tools for two databases maintained by iTEM, the International Transport Energy Modeling consortium.
Consumption - Mobility and Transportation - Last synced: 30 Jun 2025 - Ranking: 14.4
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: 30 Jun 2025 - Ranking: 14.4
PowerSimulations.jl
A Julia package for power system modeling and simulation of Power Systems operations.
analysis electricity energy julia optimization powersystems simulations
Energy Systems - Energy System Modeling Frameworks - Last synced: 30 Jun 2025 - Ranking: 14.4
Stormwater-Management-Model
Used for single event or long-term (continuous) simulation of runoff quantity and quality from primarily urban areas.
Natural Resources - Water Supply and Quality - Last synced: 30 Jun 2025 - Ranking: 14.4
HOPP
Assesses optimal designs for the deployment of utility-scale hybrid energy plants, particularly considering wind, solar and storage.
Energy Systems - Renewable Energy Integration - Last synced: 30 Jun 2025 - Ranking: 14.4
pynco
Contains the module python nco, which implements a Python style access to the NetCDF Operators (NCO).
Climate Change - Climate Data Processing and Analysis - Last synced: 30 Jun 2025 - Ranking: 14.4
wavespectra
An open source project for working with ocean wave spectral data.
ocean python spectra statistics wave xarray
Hydrosphere - Waves and Currents - Last synced: 30 Jun 2025 - Ranking: 14.4
giscoR
An R API package that helps to retrieve data from Eurostat Geographic Information System of the Commission.
api-wrapper cran cran-r eurostat eurostat-data ggplot2 gis gisco r r-package ropengov rstats spatial thematic-maps
Sustainable Development - Data Catalogs and Interfaces - Last synced: 30 Jun 2025 - Ranking: 14.4
MARIO
Perform impact analysis using regional input-output tables and models.
Industrial Ecology - Input Output Model - Last synced: 30 Jun 2025 - Ranking: 14.3
HYDRAFloods
An open source Python application for downloading, processing, and delivering surface water maps derived from remote sensing data.
earth-engine flood google-cloud near-real-time remote-sensing surface-water
Climate Change - Natural Hazard and Storm - Last synced: 30 Jun 2025 - Ranking: 14.3
EIAdata
Provides programmatic access to the Energy Information Administration's API.
Energy Systems - Energy Data Accessibility and Integration - Last synced: 30 Jun 2025 - Ranking: 14.3
clisops
Climate simulation operations.
climate-analysis climate-science netcdf4 python xarray xclim
Climate Change - Climate Data Processing and Analysis - Last synced: 30 Jun 2025 - Ranking: 14.3
nempy
Aims to enhance the Australian electricity industries modeling and analytical capabilities.
Energy Systems - Global and Regional Energy System Models - Last synced: 30 Jun 2025 - Ranking: 14.3
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: 30 Jun 2025 - Ranking: 14.3
liionpack
A battery pack simulation tool that uses the PyBaMM framework.
Energy Storage - Battery - Last synced: 30 Jun 2025 - Ranking: 14.3
nhdplusTools
This package is a growing set of tools for manipulation of hydrographic data using the NHDPlus data model.
Natural Resources - Water Supply and Quality - Last synced: 30 Jun 2025 - Ranking: 14.3
ClimateLearn
A Python library for accessing state-of-the-art climate data and machine learning models in a standardized, straightforward way.
climate-change climate-science deep-learning machine-learning
Climate Change - Climate Data Access and Visualization - Last synced: 30 Jun 2025 - Ranking: 14.3
vegperiod
Provides methods to calculate climatological or thermal growing seasons solely based on daily mean temperatures and the day of the year.
dwd growing-season r r-package vegetation-period
Biosphere - Plants and Vegetation - Last synced: 30 Jun 2025 - Ranking: 14.2
pygef
Simple parser for soil properties measurements.
gef geotechnical-engineering pygef python
Natural Resources - Soil and Land - Last synced: 30 Jun 2025 - Ranking: 14.2
eCalc
A software tool for calculation of energy demand and greenhouse gas emissions from oil and gas production and processing.
Emissions - Emission Observation and Modeling - Last synced: 30 Jun 2025 - Ranking: 14.2
prioritizr
Uses mixed integer linear programming techniques to provide a flexible interface for building and solving conservation planning problems.
biodiversity conservation conservation-planner optimization prioritization r rstats solver spatial
Biosphere - Conservation and Restoration - Last synced: 30 Jun 2025 - Ranking: 14.2
Sinergym
Gym environment for building simulation and control using reinforcement learning.
building-control building-energy buildings energyplus framework python reinforcement-learning reinforcement-learning-environments simulation
Consumption - Buildings and Heating - Last synced: 30 Jun 2025 - Ranking: 14.2
AquaCrop
A free open-source tool for assessing climate and water impacts on agriculture.
aquacrop aquacrop-os aquacrop-ospy irrigation python
Consumption - Agriculture and Nutrition - Last synced: 30 Jun 2025 - Ranking: 14.2
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: 30 Jun 2025 - Ranking: 14.2
Paleoclimate
Analysis of Paleoclimate Data.
Climate Change - Climate Data Processing and Analysis - Last synced: 30 Jun 2025 - Ranking: 14.1
Is-Vegan
Helps you to find out which food ingredients are vegan / non-vegan.
Consumption - Agriculture and Nutrition - Last synced: 30 Jun 2025 - Ranking: 14.1
Hydropandas
A Python package for reading, analyzing, and writing hydrological time series from a pandas DataFrame, with all of its wonderful features, and extended with custom methods and attributes related to hydrological time series.
data groundwater hydrology observations pandas timeseries
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 30 Jun 2025 - Ranking: 14.1
Impact Framework
Model, Measure, simulate and monitor the environmental impacts of software.
Consumption - Computation and Communication - Last synced: 30 Jun 2025 - Ranking: 14.1
Pymagicc
A Python wrapper around the reduced complexity climate model.
climate-model magicc-model python-wrapper
Climate Change - Earth and Climate Modeling - Last synced: 30 Jun 2025 - Ranking: 14.0
climlab
A Python package for process-oriented climate modeling.
climate-model climate-science educational-software python
Climate Change - Earth and Climate Modeling - Last synced: 30 Jun 2025 - Ranking: 14.0
bioRad
R package for analysis and visualisation of biological signals in weather radar data.
aeroecology enram eumetnet-opera lifewatch movement-ecology nexrad oscibio package r radar weather-radar wsr-88d
Biosphere - Avian Monitoring and Analysis - Last synced: 30 Jun 2025 - Ranking: 14.0
MODIStsp
An R package for automatic download and preprocessing of MODIS Land Products Time-Series.
gdal modis modis-data modis-land-products peer-reviewed preprocessing r r-package remote-sensing rstats satellite-imagery time-series
Sustainable Development - Environmental Satellites - Last synced: 30 Jun 2025 - Ranking: 14.0