xarray

An open source project and Python package that introduces labels in the form of dimensions, coordinates, and attributes on top of raw NumPy-like arrays, which allows for more intuitive, more concise, and less error-prone user experience.

dask netcdf numpy pandas python xarray

Climate Change - Climate Data Standards - Last synced: 24 Dec 2025 - Ranking: 32.2

Zarr

Provides an efficient, scalable, and flexible way to store and access large, multi-dimensional arrays, the core data format used in climate models and observational datasets.

compressed ndimensional-arrays python zarr

Climate Change - Climate Data Standards - Last synced: 24 Dec 2025 - Ranking: 28.5

tesla_powerwall

Python Tesla Powerwall API for consuming a local endpoint.

api battery powerwall powerwall-api powerwall-status python tesla tesla-powerwall

Consumption - Mobility and Transportation - Last synced: 24 Dec 2025 - Ranking: 27.5

netcdf-python

The Unidata network Common Data Form (netCDF) in Python is an interface for scientific data access and a set of freely-distributed software libraries that provide an implementation of the interface.

netcdf netcdf4 python

Climate Change - Climate Data Standards - Last synced: 23 Dec 2025 - Ranking: 26.1

pvlib-python

A set of documented functions for simulating the performance of photovoltaic energy systems.

photovoltaic python renewable-energy renewables solar-energy

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 23 Dec 2025 - Ranking: 26.0

pandapower

An easy to use open source tool for power system modeling, analysis and optimization with a high degree of automation.

analysis loadflow optimization power powerflow python short-circuit state-estimation system

Energy Systems - Energy System Modeling Frameworks - Last synced: 24 Dec 2025 - Ranking: 24.3

MetPy

A collection of tools in Python for reading, visualizing and performing calculations with weather data.

atmospheric-science hacktoberfest hodograph meteorology plotting python scientific-computations skew-t weather weather-data

Atmosphere - Meteorological Observation and Forecast - Last synced: 24 Dec 2025 - Ranking: 23.9

sunpy

A Python software package that provides fundamental tools for accessing, loading and interacting with solar physics data in Python.

astronomy astropy hacktoberfest python solar solar-physics sun sunpy

Climate Change - Earth and Climate Modeling - Last synced: 24 Dec 2025 - Ranking: 23.9

PyBaMM

Fast and flexible physics-based battery models in Python.

batteries battery-models hacktoberfest pybamm python simulation solvers

Energy Storage - Battery - Last synced: 24 Dec 2025 - Ranking: 23.7

h5netcdf

A Python interface for the netCDF4 file format that reads and writes local or remote HDF5 files directly via h5py or h5pyd, without relying on the Unidata netCDF library.

h5py hdf5 netcdf python

Climate Change - Climate Data Standards - Last synced: 23 Dec 2025 - Ranking: 23.6

leafmap

A Python package for geospatial analysis and interactive mapping in a Jupyter environment.

data-science dataviz folium geoparquet geopython geospatial geospatial-analysis gis ipyleaflet jupyter jupyter-notebook leafmap mapping plotly python solara streamlit streamlit-webapp whiteboxtools

Sustainable Development - Data Catalogs and Interfaces - Last synced: 23 Dec 2025 - Ranking: 23.3

Py-ART

A data model driven interactive toolkit for working with weather radar data.

closember data-visualization hacktoberfest pyart python radar-processing weather-radars

Atmosphere - Meteorological Observation and Forecast - Last synced: 23 Dec 2025 - Ranking: 23.1

Cylc

A general purpose workflow engine that also manages cycling systems very efficiently, used in production weather, climate, and environmental forecasting on HPC, but is not specialized to those domains.

cycling-workflows cylc hacktoberfest job-scheduler metascheduler python scheduler scheduling workflow workflow-automation workflow-engine workflow-management

Climate Change - Climate Data Processing and Analysis - Last synced: 24 Dec 2025 - Ranking: 23.0

satpy

A Python library for reading and manipulating meteorological remote sensing data and writing it to various image and data file formats.

closember dask hacktoberfest python satellite weather xarray

Sustainable Development - Environmental Satellites - Last synced: 24 Dec 2025 - Ranking: 22.9

PyPSA

A free software toolbox for simulating and optimizing modern power systems that include features such as conventional generators with unit commitment, variable wind and solar generation, storage units, coupling to other energy sectors, and mixed alternating and direct current networks.

capacity-expansion-planning clean-energy climate-change electrical-engineering electricity energy energy-system energy-system-model energy-system-modelling energy-systems loadflow optimal-power-flow optimisation power-flow power-systems power-systems-analysis powerflow python renewable-energy renewables

Energy Systems - Energy System Modeling Frameworks - Last synced: 23 Dec 2025 - Ranking: 22.4

flopy

A Python package to create, run, and post-process MODFLOW-based models.

modeling plotting python

Natural Resources - Water Supply and Quality - Last synced: 24 Dec 2025 - Ranking: 21.8

xclim

A library of derived climate variables, i.e. climate indicators, based on xarray.

anuclim climate-analysis climate-science dask icclim netcdf4 python xarray xclim

Climate Change - Climate Data Processing and Analysis - Last synced: 23 Dec 2025 - Ranking: 21.8

kerchunk

A library that provides a unified way to represent a variety of chunked, compressed data formats (e.g. NetCDF, HDF5, GRIB), allowing efficient access to the data from traditional file systems or cloud object storage.

hacktoberfest python

Climate Change - Climate Data Standards - Last synced: 24 Dec 2025 - Ranking: 21.7

Iris

A powerful, format-agnostic, community-driven Python package for analyzing and visualizing Earth science data.

data-analysis earth-science grib iris meteorology netcdf oceanography python spaceweather visualisation

Climate Change - Climate Data Processing and Analysis - Last synced: 24 Dec 2025 - Ranking: 21.7

Siphon

A collection of Python utilities for retrieving atmospheric and oceanic data from remote sources, focusing on being able to retrieve data from Unidata data technologies.

hacktoberfest netcdf python thredds thredds-catalogs unidata

Sustainable Development - Data Catalogs and Interfaces - Last synced: 23 Dec 2025 - Ranking: 21.2

Herbie

A Python package that downloads recent and archived numerical weather prediction model output from different cloud archive sources.

big-data-program cfgrib download ecmwf-data gfs grib grib2 hrrr noaa-data nomads numerical-weather-prediction open-data python rap xarray

Atmosphere - Meteorological Observation and Forecast - Last synced: 23 Dec 2025 - Ranking: 20.8

gridstatus

Provides standardized API to access energy data from the major Independent System Operators in the United States.

co2-emissions decarbonization electrical-grid energy python

Energy Systems - Energy Data Accessibility and Integration - Last synced: 24 Dec 2025 - Ranking: 20.6

OpenQuake

Allows users to compute seismic hazard and seismic risk of earthquakes on a global scale.

cluster earthquakes hazard hazard-assessment hpc openquake openquake-engine psha python risk risk-analysis risk-assessment scientific-computing sdg-11 seismic

Climate Change - Natural Hazard and Storm - Last synced: 24 Dec 2025 - Ranking: 20.4

openEO

Provides intuitive programming libraries to process a wide variety of earth observation datasets.

earth-observation openeo python remote-sensing

Sustainable Development - Environmental Satellites - Last synced: 23 Dec 2025 - Ranking: 20.2

Water Network Tool for Resilience

A Python package designed to simulate and analyze resilience of water distribution networks.

modeling ord python simulation water

Natural Resources - Water Supply and Quality - Last synced: 23 Dec 2025 - Ranking: 20.0

xgcm

A Python package for analyzing general circulation model output data.

climate-model finite-volume gridded-data python

Climate Change - Climate Data Processing and Analysis - Last synced: 23 Dec 2025 - Ranking: 19.9

windrose

A graphic tool used by meteorologists to give a succinct view of how wind speed and direction are typically distributed at a particular location.

matplotlib numpy pandas python speed wind windrose

Atmosphere - Meteorological Observation and Forecast - Last synced: 23 Dec 2025 - Ranking: 19.5

wrf-python

A collection of diagnostic and interpolation routines for use with output from the Weather Research and Forecasting Model.

python wrf wrf-arw

Atmosphere - Meteorological Observation and Forecast - Last synced: 24 Dec 2025 - Ranking: 19.0

Digital Earth Australia Notebooks

Hosts Jupyter Notebooks, Python scripts and workflows for analysing Digital Earth Australia (DEA) satellite data and derived products.

digitalearthaustralia documentation earth-observation earthobservation geoscienceaustralia geospatial-data jupyter-notebook landsat opendatacube python remote-sensing remotesensing satellite-imagery sentinel-2 xarray

Sustainable Development - Knowledge Platforms - Last synced: 24 Dec 2025 - Ranking: 18.9

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: 23 Dec 2025 - Ranking: 18.7

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: 24 Dec 2025 - Ranking: 18.5

Egret

A Python-based package for electrical grid optimization based on the Pyomo optimization modeling language.

energy-system milp minlp nlp optimization power powerflow python snl-applications snl-science-libs

Energy Systems - Grid Analysis and Planning - Last synced: 23 Dec 2025 - Ranking: 18.5

VeraGrid

Aims to be a complete platform for power systems research and simulation.

acdc cim comon-information-model electrical electrical-engineering emt helm latin-hypercube monte-carlo-simulation multi-terminal newton-raphson optimization power-systems powerflow python rms small-signal-stability stochastic-power-flow

Energy Systems - Grid Analysis and Planning - Last synced: 24 Dec 2025 - Ranking: 18.4

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: 23 Dec 2025 - Ranking: 18.4

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: 23 Dec 2025 - Ranking: 18.3

icclim

Python library for climate indices and climate indicators calculation.

calculation-climate climate-indicators climate-indices climate-simulations icclim netcdf python python-library python-package xarray xclim

Climate Change - Climate Data Processing and Analysis - Last synced: 23 Dec 2025 - Ranking: 18.1

goes2go

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

big-data-program download glm goes goes-16 goes-17 goes-satellite netcdf noaa-satellite open-data python satellite satellite-data satellite-imagery xarray

Sustainable Development - Environmental Satellites - Last synced: 24 Dec 2025 - Ranking: 18.1

pyswmm

Python Wrapper for Stormwater Management Model.

hydraulic-modeling hydrology-stormwater-analysis python stormwater swmm swmm5

Natural Resources - Water Supply and Quality - Last synced: 23 Dec 2025 - Ranking: 17.8

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: 23 Dec 2025 - Ranking: 17.6

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: 23 Dec 2025 - Ranking: 17.6

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: 24 Dec 2025 - Ranking: 17.6

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: 23 Dec 2025 - Ranking: 17.5

TEASER

Tool for Energy Analysis and Simulation for Efficient Retrofit.

buildings hacktoberfest maintained python simulation tool urban-energy-modeling

Consumption - Buildings and Heating - Last synced: 23 Dec 2025 - Ranking: 17.5

pymrio

Multi-Regional Input-Output Analysis in Python.

calculations input-output-analysis mrio python

Industrial Ecology - Input Output Model - Last synced: 24 Dec 2025 - Ranking: 17.2

PySDM

Pythonic particle-based warm-rain/aqueous-chemistry cloud microphysics package.

atmospheric-modelling atmospheric-physics cuda gpu gpu-computing monte-carlo-simulation numba nvrtc particle-system physics-simulation pint pypi-package python research simulation thrust

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 23 Dec 2025 - Ranking: 17.2

cf-python

A CF-compliant Earth Science data analysis library.

cf cfdm cfunits data-analysis earth-science metadata netcdf pp python um

Climate Change - Climate Data Standards - Last synced: 23 Dec 2025 - 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 Dec 2025 - Ranking: 17.0

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 Dec 2025 - Ranking: 16.9

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 Dec 2025 - 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 Dec 2025 - 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: 23 Dec 2025 - Ranking: 16.7

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: 23 Dec 2025 - Ranking: 16.6

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: 23 Dec 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: 23 Dec 2025 - Ranking: 16.4

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: 24 Dec 2025 - Ranking: 16.3

wavespectra

An open source project for working with ocean wave spectral data.

ocean python spectra statistics wave xarray

Hydrosphere - Waves and Currents - Last synced: 23 Dec 2025 - Ranking: 16.2

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: 23 Dec 2025 - Ranking: 16.2

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 Dec 2025 - Ranking: 16.1

HyperCoast

A Python package for visualizing and analyzing hyperspetral data in coastal regions.

aviris coastal emit geospatial hyperspectral ipyleaflet ipywidgets leafmap nasa neon pace python

Hydrosphere - Coastal and Reefs - Last synced: 23 Dec 2025 - Ranking: 16.0

pyinaturalist

Python client for iNaturalist, a community science platform that helps people get involved in the natural world by observing and identifying the living things around them.

api api-client biodiversity biodiversity-data biodiversity-informatics citizen-science inaturalist python

Biosphere - Biodiversity Citizen Science - Last synced: 23 Dec 2025 - Ranking: 16.0

brightway2

An open source framework for life cycle assessment.

bw2 documentation life-cycle-assessment python

Industrial Ecology - Life Cycle Assessment - Last synced: 23 Dec 2025 - Ranking: 15.9

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 Dec 2025 - 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: 23 Dec 2025 - Ranking: 15.7

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: 24 Dec 2025 - Ranking: 15.5

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: 23 Dec 2025 - Ranking: 15.5

clisops

Climate simulation operations.

climate-analysis climate-science netcdf4 python xarray xclim

Climate Change - Climate Data Processing and Analysis - Last synced: 24 Dec 2025 - Ranking: 15.4

pygef

Simple parser for soil properties measurements.

gef geotechnical-engineering pygef python

Natural Resources - Soil and Land - Last synced: 23 Dec 2025 - Ranking: 15.3

climlab

A Python package for process-oriented climate modeling.

climate-model climate-science educational-software python

Climate Change - Earth and Climate Modeling - Last synced: 23 Dec 2025 - Ranking: 15.0

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: 23 Dec 2025 - Ranking: 14.9

motulator

Simulation models for an induction motor, a synchronous reluctance motor, and a permanent-magnet synchronous motor.

control-systems converters electric-drives electric-machines electrical-engineering grid-connected induction-motors inverters power-electronics python simulations synchronous-motors

Consumption - Mobility and Transportation - Last synced: 24 Dec 2025 - Ranking: 14.9

typhon

A collection of tools for atmospheric research with Python 3.

atmospheric-science python python3 radiative-transfer science

Atmosphere - Atmospheric Composition and Dynamics - Last synced: 23 Dec 2025 - Ranking: 14.9

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: 24 Dec 2025 - Ranking: 14.8

OPEM

A modeling tool for evaluating the performance of proton exchange membrane fuel cells.

chemistry dynamic-analysis electrochemistry fuel-cell opem pem physics physics-simulation python script simulation simulator static-analysis static-analyzer

Energy Storage - Hydrogen - Last synced: 23 Dec 2025 - Ranking: 14.7

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: 23 Dec 2025 - Ranking: 14.7

City Energy Analyst

Helps you to analyze the effects of building retrofits, land-use planning, district heating and cooling and renewable energy on the future costs, emissions and energy consumption of neighborhoods and districts.

building-energy building-energy-modeling decarbonization gis open-source python simulation ubem urban-analytics urban-design

Consumption - Buildings and Heating - Last synced: 23 Dec 2025 - Ranking: 14.7

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: 24 Dec 2025 - Ranking: 14.7

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: 23 Dec 2025 - Ranking: 14.5

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: 23 Dec 2025 - Ranking: 14.5

Veros

Powerful tool that makes high-performance ocean modeling approachable and fun.

climate distributed geophysics gpu jax multi-core oceanography parallel python

Hydrosphere - Ocean Models - Last synced: 24 Dec 2025 - Ranking: 14.4

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: 23 Dec 2025 - Ranking: 14.4

CliMT

A Toolkit for building Earth system models in Python.

atmospheric-modelling climate-model python

Climate Change - Earth and Climate Modeling - Last synced: 23 Dec 2025 - Ranking: 14.4

pyJoules

A software toolkit to measure the energy footprint of a host machine along the execution of a piece of Python code.

energy energy-consumption intel-rapl power python rapl

Consumption - Computation and Communication - Last synced: 23 Dec 2025 - Ranking: 14.3

SynopticPy

Gives you access to real-time and historical surface-based weather and environmental observations for thousands of stations.

mesonet mesowest polars python synoptic-api weather

Sustainable Development - Data Catalogs and Interfaces - Last synced: 23 Dec 2025 - Ranking: 14.3

PyLandStats

An open-source Pythonic library to compute landscape metrics.

land-change-analysis landscape-ecology landscape-metrics python raster

Natural Resources - Soil and Land - Last synced: 24 Dec 2025 - Ranking: 14.2

aioelectricitymaps

Asynchronous Python client for Electricity Maps.

asyncio electricity-maps-api python python-client python-library python3

Emissions - Carbon Intensity and Accounting - Last synced: 24 Dec 2025 - Ranking: 14.2

vak

A neural network framework for animal acoustic communication and bioacoustics.

animal-communication animal-vocalizations bioacoustic-analysis bioacoustics birdsong python python3 pytorch spectrograms speech-processing torch torchvision vocalizations

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 23 Dec 2025 - Ranking: 14.1

CIMpy

Support of the Common Grid Model Exchange Standard (CGMES) specified by the European Network of Transmission System Operators for Electricity (ENTSO-E).

cim cim-export cim-import iec61970 python

Energy Systems - Energy Data Accessibility and Integration - Last synced: 24 Dec 2025 - Ranking: 13.8

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: 24 Dec 2025 - Ranking: 13.7

imdlib

Download and handle binary grided data from Indian Meterological department.

gridded-data imd python

Atmosphere - Meteorological Observation and Forecast - Last synced: 23 Dec 2025 - Ranking: 13.7

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 Storm - Last synced: 23 Dec 2025 - Ranking: 13.7

pydov

Aggregates data about soil, subsoil and groundwater of Flanders and makes them publicly available.

data-access lifewatch oscibio package python water

Natural Resources - Soil and Land - Last synced: 24 Dec 2025 - Ranking: 13.6

Eco2AI

A Python library which accumulates statistics about power consumption and CO2 emission during running code.

ai carbon-emissions carbon-footprint co2-emissions co2-monitoring deep-learning emission-tracker energy-consumption environment esg ghg machine-learning power-consumption-measurement python sustainability

Consumption - Computation and Communication - Last synced: 23 Dec 2025 - Ranking: 13.5

flixOpt

Python-based optimization framework designed to tackle energy and material flow problems using mixed-integer linear programming (MILP) and provides a powerful platform for both dispatch and investment optimization challenges.

climate-change energy energy-system energy-system-modeling energy-systems linear-programming mathematical-modelling milp mixed-integer-linear-programming modeling optimisation optimization python renewables

Energy Systems - Energy System Modeling Frameworks - Last synced: 23 Dec 2025 - Ranking: 13.4

Pace

A implementation of the FV3GFS / SHiELD atmospheric model developed by NOAA/GFDL using the GT4Py domain-specific language in Python.

climate-modeling hpc python

Atmosphere - Atmospheric Composition and Dynamics - Last synced: 24 Dec 2025 - Ranking: 13.4

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: 23 Dec 2025 - Ranking: 13.3

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: 23 Dec 2025 - Ranking: 13.3

EPyT

A Common programming framework for research and development in the growing field of smart water networks.

epanet epanet-matlab-toolkit epanet-python-toolkit network python simulation water

Natural Resources - Water Supply and Quality - Last synced: 24 Dec 2025 - Ranking: 13.1

weather-tools

A series of command-line tools to make common data engineering tasks easier for researchers in climate and weather.

apache-beam python weather

Climate Change - Climate Data Processing and Analysis - Last synced: 23 Dec 2025 - Ranking: 13.1

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: 23 Dec 2025 - Ranking: 13.1

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: 23 Dec 2025 - Ranking: 13.0