ESMValTool
A community diagnostic and performance metrics tool for routine evaluation of Earth system models in World Climate Research Programme.
Climate Change - Earth and Climate Modeling - Last synced: 05 May 2025 - Ranking: 17.8
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: 05 May 2025 - Ranking: 17.8
NEON
The National Ecological Observatory Network provides open data to understand changing ecosystems.
Sustainable Development - Data Catalogs and Interfaces - Last synced: 05 May 2025 - Ranking: 17.8
impedance.py
A Python package for working with electro-chemical impedance data.
battery corrosion electrochemistry fuel-cell impedance lithium-ion
Energy Storage - Battery - Last synced: 05 May 2025 - Ranking: 17.7
Nos Gestes Climat
In 10 Minutes,get an estimate of your carbon footprint.
Emissions - Carbon Intensity and Accounting - Last synced: 05 May 2025 - Ranking: 17.7
PyPowSyBl
A Python library for modelling and simulating power grids by providing bindings to the powsybl Java framework.
cgmes load-flow loadflow power-flow power-system power-system-analysis power-system-simulation powerflow python
Energy Systems - Energy System Modeling Frameworks - Last synced: 05 May 2025 - Ranking: 17.7
pandapipes
A pipeflow calculation tool that complements pandapower in the simulation of multi energy grids, in particular heat and gas networks.
distribution-networks district-heating gas-network-simulation hydrogen multi-energy-systems pipe-network water-network-distribution
Energy Storage - Hydrogen - Last synced: 05 May 2025 - Ranking: 17.7
ecmwf-opendata
A package to simplify the download of ECMWF open data.
Climate Change - Climate Data Access and Visualization - Last synced: 05 May 2025 - Ranking: 17.6
Pastas
An open-source Python framework for the analysis of groundwater time series.
analysis groundwater hydrology pastas python timeseries
Hydrosphere - Freshwater and Hydrology - Last synced: 05 May 2025 - Ranking: 17.6
CLIMADA
Stands for CLIMate ADAptation and is a probabilistic natural catastrophe impact model, that also calculates averted damage (benefit) thanks to adaptation measures of any kind (from grey to green infrastructure, behavioural, etc.).
Climate Change - Natural Hazard and Storm - Last synced: 05 May 2025 - Ranking: 17.6
leaflet-velocity
Create a canvas visualization layer for direction and intensity of arbitrary velocities (e.g. wind, ocean current).
current leaflet ocean velocity visualisation visualization water weather wind
Hydrosphere - Waves and Currents - Last synced: 05 May 2025 - Ranking: 17.6
stationaRy
Get hourly meteorological data from one of thousands of global stations.
Atmosphere - Meteorological Observation and Forecast - Last synced: 05 May 2025 - Ranking: 17.6
OpenModelica
An open source Modelica-based modeling and simulation environment intended for industrial and academic usage.
Consumption - Production and Industry - Last synced: 05 May 2025 - Ranking: 17.6
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 Storm - Last synced: 05 May 2025 - Ranking: 17.6
Grid2Op
A testbed platform to model sequential decision making in power systems.
grid2op gym-environments powergrid powergrid-operation reinforcement-learning reinforcement-learning-environments
Energy Systems - Grid Analysis and Planning - Last synced: 05 May 2025 - Ranking: 17.5
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: 05 May 2025 - Ranking: 17.5
metR
Several functions and utilities that make R better for handling meteorological data in the tidy data paradigm.
atmospheric-science ggplot2 r r-package rstats visualization
Atmosphere - Meteorological Observation and Forecast - Last synced: 05 May 2025 - Ranking: 17.5
tespy
Provides a powerful simulation toolkit for thermal engineering plants such as power plants, district heating systems or heat pumps.
cooling energy-system exergy heating powerplant process-engineering python refrigeration simulation thermodynamic-cycles thermodynamics
Consumption - Buildings and Heating - Last synced: 05 May 2025 - Ranking: 17.5
pythermalcomfort
Package to calculate several thermal comfort indices (e.g. PMV, PPD, SET, adaptive) and convert physical variables.
Consumption - Buildings and Heating - Last synced: 05 May 2025 - Ranking: 17.5
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: 05 May 2025 - Ranking: 17.4
PowSyBl Open Load Flow
An open source library written in Java, that makes it easy to write complex software for power systems simulations and analysis.
energy-system java klu load-flow loadflow power-flow power-system-simulation power-systems powerflow powsybl
Energy Systems - Energy System Modeling Frameworks - Last synced: 05 May 2025 - Ranking: 17.4
Kepler
Uses eBPF to probe energy related system stats and exports as Prometheus metrics.
cloud-native ebpf energy-consumption energy-efficiency energy-monitor kubernetes machine-learning prometheus prometheus-exporter sustainability
Consumption - Computation and Communication - Last synced: 05 May 2025 - Ranking: 17.3
riem
Allows to get weather data from ASOS airports stations all around the globe.
airports asos iowa-environment-mesonet metar peer-reviewed r r-package rstats temperature weather weather-api
Atmosphere - Meteorological Observation and Forecast - Last synced: 05 May 2025 - Ranking: 17.3
Pywr
Simulates customisable water allocation and operation rules throughout complex multi-purpose managed water systems at each user-defined time-step.
Natural Resources - Water Supply and Quality - Last synced: 05 May 2025 - Ranking: 17.3
eccodes
The primary GRIB encoding/decoding package used at European Centre for Medium-Range Weather Forecasts used in meteorology to store historical and forecast weather data.
bufr decoding encoding grib meteorology wmo
Atmosphere - Meteorological Observation and Forecast - Last synced: 04 May 2025 - Ranking: 17.3
xskillscore
An open source project and Python package that provides verification metrics of deterministic (and probabilistic from properscoring) forecasts with xarray.
forecasting metrics pangeo verification
Climate Change - Climate Data Processing and Analysis - Last synced: 05 May 2025 - Ranking: 17.3
pyswmm
Python Wrapper for Stormwater Management Model.
hydraulic-modeling hydrology-stormwater-analysis python stormwater swmm swmm5
Natural Resources - Water Supply and Quality - Last synced: 05 May 2025 - Ranking: 17.3
climetlab
A Python package aiming at simplifying access to climate and meteorological datasets, allowing users to focus on science instead of technical issues such as data access and data formats.
Climate Change - Climate Data Access and Visualization - Last synced: 05 May 2025 - Ranking: 17.3
dataretrieval-python
A Python alternative to USGS-R's dataRetrieval package for obtaining USGS or EPA water quality data, streamflow data, and metadata directly from web services.
Natural Resources - Water Supply and Quality - Last synced: 05 May 2025 - Ranking: 17.3
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: 05 May 2025 - Ranking: 17.2
EOReader
A remote-sensing opensource python library reading optical and SAR constellations, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.
cosmo-skymed earth-observation geopandas iceye landsat maxar planetscope pleiades radarsat rasterio remote-sensing saocom sar satellite-imagery sentinel-1 sentinel-2 sentinel-3 terrasar worldview xarray
Sustainable Development - Environmental Satellites - Last synced: 05 May 2025 - Ranking: 17.2
tsam
A Python package which uses different machine learning algorithms for the aggregation of time series.
aggregation clustering energy-system optimization python time-series timeseries typical-periods
Energy Systems - Energy System Modeling Frameworks - Last synced: 05 May 2025 - Ranking: 17.2
Integrated Valuation of Ecosystem Services and Tradeoffs
A family of tools for quantifying the values of natural capital in clear, credible, and practical ways.
ecosystem-services geospatial gis
Sustainable Development - Sustainable Investment - Last synced: 05 May 2025 - Ranking: 17.2
OGGM
A modular open source model for glacier dynamics.
calving climate glacier global ice-dynamics mass-balance model python sea-level
Cryosphere - Glacier and Ice Sheets - Last synced: 05 May 2025 - Ranking: 17.2
atlite
Light-weight version of Aarhus RE Atlas for converting weather data to power systems data.
csp dynamic-line-rating energy energy-system energy-systems era5 gis heat-pump potentials pv python reanalysis renewable-energy renewable-timeseries solar wind
Energy Systems - Renewable Energy Integration - Last synced: 05 May 2025 - Ranking: 17.1
pycontrails
Python library for modeling aviation climate impacts.
Climate Change - Earth and Climate Modeling - Last synced: 05 May 2025 - Ranking: 17.1
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: 05 May 2025 - Ranking: 17.1
parcels
Can be used to track passive and active particulates such as water, plankton, plastic and fish.
lagrangian-ocean-modelling ocean-circulation-models particles
Hydrosphere - Waves and Currents - Last synced: 05 May 2025 - Ranking: 17.1
ACT
The Atmospheric data Community Toolkit is an open source Python toolkit for working with atmospheric time-series datasets of varying dimensions.
atmospheric-science corrections meteorological-data meteorology retrieval time-series visualization
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 05 May 2025 - Ranking: 17.0
LCAx
The goal for LCAx is to make an open, machine and human-readable data format for exchanging LCA results, EPD's and assemblies.
Industrial Ecology - Life Cycle Assessment - Last synced: 05 May 2025 - Ranking: 17.0
SlideRule Earth
Process ICESat2 datasets in the cloud through REST API calls to SlideRule web services.
Sustainable Development - Environmental Satellites - Last synced: 05 May 2025 - Ranking: 16.9
icepyx
Python tools for obtaining and working with ICESat-2 data.
closember community-driven hacktoberfest icesat-2 python3
Cryosphere - Glacier and Ice Sheets - Last synced: 05 May 2025 - Ranking: 16.9
wrf-python
A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting Model.
Atmosphere - Meteorological Observation and Forecast - Last synced: 05 May 2025 - Ranking: 16.9
Spine-Toolbox
An application to define, manage, and execute various energy system simulation models.
anaconda data energy miniconda python simulation-model spine-toolbox workflow
Energy Systems - Energy System Modeling Frameworks - Last synced: 05 May 2025 - Ranking: 16.9
pymrio
Multi-Regional Input-Output Analysis in Python.
calculations input-output-analysis mrio python
Industrial Ecology - Input Output Model - Last synced: 05 May 2025 - Ranking: 16.9
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: 05 May 2025 - Ranking: 16.9
Zeus
A Framework for Deep Learning Energy Measurement and Optimization.
Consumption - Computation and Communication - Last synced: 05 May 2025 - Ranking: 16.8
SPEI
Computing the Standardized Precipitation-Evapotranspiration Index and other reference evapotranspiration.
Natural Resources - Water Supply and Quality - Last synced: 05 May 2025 - Ranking: 16.8
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: 05 May 2025 - Ranking: 16.8
biosteam
The Biorefinery Simulation and Techno-Economic Analysis Modules.
biochemical-process bioprocess biorefinery centrifuge chemical-engineering distillation fermentation flash heat-exchanger life-cycle-assessment monte-carlo process-simulation pump reactor sensitivity-analysis techno-economic-analysis thermodynamics unit-operation
Renewable Energy - Bioenergy - Last synced: 05 May 2025 - 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: 05 May 2025 - Ranking: 16.7
atlas
A library for numerical weather prediction and climate modeling.
Climate Change - Earth and Climate Modeling - Last synced: 05 May 2025 - Ranking: 16.7
GSW-Python
This Python implementation of the Thermodynamic Equation of Seawater 2010.
Hydrosphere - Ocean Carbon and Temperature - Last synced: 05 May 2025 - Ranking: 16.7
Satip
A library for satellite image processing providing all of the functionality necessary for retrieving, and storing EUMETSAT data.
eumetsat gis nowcasting python satellite-imagery
Sustainable Development - Environmental Satellites - Last synced: 05 May 2025 - Ranking: 16.7
Streetmix
Makes it easy for people to design public spaces together.
city-builder city-planning civic-tech hacktoberfest streetmix urban-planning
Consumption - Mobility and Transportation - Last synced: 05 May 2025 - Ranking: 16.7
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: 05 May 2025 - Ranking: 16.7
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: 05 May 2025 - Ranking: 16.7
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: 05 May 2025 - Ranking: 16.7
MITgcm
A flexible non-hydrostatic formulation that efficiently simulates fluid phenomena over a wide range of scales.
automatic-differentiation climate-science data-assimilation exoplanets gfd mitgcm ocean-modelling
Hydrosphere - Ocean Models - Last synced: 05 May 2025 - Ranking: 16.6
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: 05 May 2025 - Ranking: 16.5
SHARPpy
A collection of open source sounding and hodograph analysis routines, a sounding plotting package, and an interactive, cross-platform application for analyzing real-time soundings all written in Python.
hodograph meteorology skew-t sounding
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 05 May 2025 - Ranking: 16.5
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: 05 May 2025 - Ranking: 16.5
beep
A set of tools designed to support Battery Evaluation and Early Prediction of cycle life corresponding to the research of the d3batt program and the Toyota Research Institute.
Energy Storage - Battery - Last synced: 05 May 2025 - Ranking: 16.5
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: 05 May 2025 - Ranking: 16.5
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 water-wave wave-energy
Renewable Energy - Hydro Energy - Last synced: 05 May 2025 - Ranking: 16.5
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: 05 May 2025 - Ranking: 16.5
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: 05 May 2025 - Ranking: 16.4
solar-data-tools
Data analysis tools for working with historical PV solar time-series data sets.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 05 May 2025 - Ranking: 16.4
ParFlow
An open-source, modular, parallel watershed flow model.
Hydrosphere - Freshwater and Hydrology - Last synced: 05 May 2025 - Ranking: 16.4
scikit-maad
Enables quantitative analysis of environmental audio, offering tools for processing, segmenting, and computing acoustic features.
acoustic-indices bioacoustics ecoacoustics pattern-recognition signal-processing sound-pressure-level
Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 05 May 2025 - Ranking: 16.3
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: 05 May 2025 - Ranking: 16.3
oce
An R package for oceanographic processing.
Hydrosphere - Ocean and Hydrology Data Access - Last synced: 05 May 2025 - Ranking: 16.3
TEASER
Tool for Energy Analysis and Simulation for Efficient Retrofit.
buildings hacktoberfest python simulation urban-energy-modeling
Consumption - Buildings and Heating - Last synced: 05 May 2025 - Ranking: 16.3
ALTRIOS
Fully integrated, open-source software tool to evaluate strategies for deploying advanced locomotive technologies and associated infrastructure for cost-effective decarbonization.
Consumption - Mobility and Transportation - Last synced: 05 May 2025 - Ranking: 16.2
powerplantmatching
A toolset for cleaning, standardizing and combining multiple power plant databases.
Energy Systems - Energy Data Accessibility and Integration - Last synced: 05 May 2025 - Ranking: 16.2
HydroMT
An open-source Python package that facilitates the process of building and analyzing spatial geoscientific models with a focus on water system model.
geoscience hydrodynamics hydrology modeling
Hydrosphere - Freshwater and Hydrology - Last synced: 05 May 2025 - Ranking: 16.2
imod
An open source project to make working with MODFLOW groundwater models in Python easier.
Hydrosphere - Freshwater and Hydrology - Last synced: 05 May 2025 - Ranking: 16.2
BirdNET-Analyzer
A deep learning solution for avian diversity monitoring.
acoustic-monitoring bioacoustics birds birdsong deep-learning
Biosphere - Avian Monitoring and Analysis - Last synced: 05 May 2025 - 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: 05 May 2025 - Ranking: 16.2
AgML
Provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.
agriculture computer-vision dataset deep-learning image-classification object-detection pytorch semantic-segmentation synthetic-data
Consumption - Agriculture and Nutrition - Last synced: 05 May 2025 - Ranking: 16.2
sdmTMB
An R package that fits spatial and spatiotemporal predictive-processes for species distribution models.
ecology glmm r spatial-analysis species-distribution-modelling tmb
Biosphere - Species Distribution Modeling - Last synced: 05 May 2025 - Ranking: 16.1
rdwd
An R package to select, download and read climate data from the German Weather Service.
Atmosphere - Meteorological Observation and Forecast - Last synced: 05 May 2025 - Ranking: 16.1
CliMT
A Toolkit for building Earth system models in Python.
atmospheric-modelling climate-model python
Climate Change - Earth and Climate Modeling - Last synced: 05 May 2025 - Ranking: 16.1
pytesmo
Python Toolbox for the Evaluation of Soil Moisture Observations.
climers earth-science geo python remote-sensing soil-moisture validation
Natural Resources - Soil and Land - Last synced: 05 May 2025 - Ranking: 16.1
carbontracker
Track and predict the energy consumption and carbon footprint of training deep learning models.
Consumption - Computation and Communication - Last synced: 05 May 2025 - Ranking: 16.1
BikeshareClient
Dotnet library for integrating with GBFS bikeshare systems.
bikeshare bikeshare-systems gbfs netstandard
Consumption - Mobility and Transportation - Last synced: 05 May 2025 - Ranking: 16.1
biomod2
A computer platform for ensemble forecasting of species distributions, enabling the treatment of a range of methodological uncertainties in models and the examination of species-environment relationships.
Biosphere - Species Distribution Modeling - Last synced: 05 May 2025 - Ranking: 16.0
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: 05 May 2025 - Ranking: 16.0
landscapemetrics
Landscape Metrics for Categorical Map Patterns in R.
landscape-ecology landscape-metrics r raster spatial
Natural Resources - Soil and Land - Last synced: 05 May 2025 - Ranking: 16.0
CityLearn
Official reinforcement learning environment for demand response and load shaping.
Energy Systems - Load and Demand Forecasting - Last synced: 05 May 2025 - Ranking: 15.9
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: 05 May 2025 - Ranking: 15.9
