Open Sustainable Technology
A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.
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ecoCode
Reduce the environmental footprint of your programs with this cutting-edge SonarQube plugin.
Consumption - Computation and Communication - Last synced: 09 Dec 2023 - Ranking: 9.0
Activity Browser
An open source and free software for Life Cycle Assessment extending the brightway2 framework.
brightway2 d3 lca pyqt5 python
Industrial Ecology - Life Cycle Assessment - Last synced: 09 Dec 2023 - Ranking: 8.9
FLOODPY
A free and open-source python toolbox for mapping of floodwater.
flood flood-monitoring floods python remote-sensing sentinel-1 surface-water synthetic-aperture-radar
Climate Change - Natural Hazard and Storm - Last synced: 09 Dec 2023 - Ranking: 6.8
Ecoindex_cli
This tool provides an easy way to analyze websites with Ecoindex from your local computer using multi-threading.
Consumption - Computation and Communication - Last synced: 09 Dec 2023 - Ranking: 11.1
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 - Last synced: 08 Dec 2023 - Ranking: 10.2
RT1
A first order radiative transfer model for soil- and vegetation related parameter retrievals from radar-data.
microwave-remote-sensing python radiative-transfer remote-sensing soil-moisture vegetation
Atmosphere - Radiative Transfer - Last synced: 08 Dec 2023 - Ranking: 11.1
oceanmesh
A Python package for the development of unstructured triangular meshes that are used in the simulation of coastal ocean circulation.
coastal-modelling mesh-generation python
Hydrosphere - Coastal and Reefs - Last synced: 08 Dec 2023 - Ranking: 6.1
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: 08 Dec 2023 - Ranking: 6.8
Wildfire Predictive Services
Wildfire Predictive Services to support decision making in prevention, preparedness, response and recovery.
bcws cffdrs fastapi flnr hacktoberfest javascript postgis postgres postgresql python react typescript weather wildfire
Biosphere - Wildfire - Last synced: 08 Dec 2023 - Ranking: 8.9
HydroShare
A collaborative website for better access to data and models in the hydrologic sciences.
collaboration django django-rest-framework docker hydro hydrologic-database hydrologic-modeling hydrologic-networks hydrologic-sciences hydrology hydrology-stormwater-analysis hydroshare irods javascript nginx postgresql python solr
Hydrosphere - Freshwater and Hydrology - Last synced: 08 Dec 2023 - Ranking: 10.1
Open Grid Emissions Initiative
Seeks to fill a critical need for high-quality, publicly-accessible, hourly grid emissions data that can be used for GHG accounting, policymaking, academic research, and energy attribute certificate markets.
carbon-accounting carbon-emissions climate climate-change decarbonization eia electricity emissions epa ghg ghg-emissions open-data power-systems python
Energy Systems - Energy Distribution and Grids - Last synced: 08 Dec 2023 - Ranking: 6.6
emissions-api
A solution that provides simple access to emissions data of climate-relevant gases.
air-quality citizen-science copernicus emissions-api esa hacktoberfest python remote-sensing sentinel-5
Emissions - Emission Observation and Modeling - Last synced: 08 Dec 2023 - Ranking: 7.0
VOLTTRON
A platform that provides services for collecting and storing data from buildings and devices. It provides an environment for developing applications that interact with data.
bacnet buildings message-bus modbus office-hours python volttron volttron-applications volttron-instance
Consumption - Buildings and Heating - Last synced: 08 Dec 2023 - Ranking: 11.4
PyPSA-Earth
An Open Optimisation Model of the Earth Energy System.
energy-system-model energy-system-planning investment-optimization operational-optimization power-system-model power-system-planning pypsa-africa pypsa-earth python scenario-analysis
Energy Systems - Energy Modeling and Optimization - Last synced: 08 Dec 2023 - Ranking: 9.3
deep-smoke-machine
Deep learning models and dataset for recognizing industrial smoke emissions.
air-quality citizen-science computer-vision deep-learning machine-learning neural-network python pytorch smoke smoke-recognition
Emissions - Emission Observation and Modeling - Last synced: 08 Dec 2023 - Ranking: 5.3
energy-py-linear
Optimizing energy systems using mixed integer linear programming.
Energy Systems - Energy Modeling and Optimization - Last synced: 08 Dec 2023 - Ranking: 5.5
urbs
A linear optimization model for distributed energy systems.
energy-system linear-programming mathematical-modelling optimisation-model pandas pyomo python
Energy Systems - Energy Modeling and Optimization - Last synced: 08 Dec 2023 - Ranking: 8.5
nasa-wildfires
Download wildfire hotspots detected by NASA satellites and the Fire Information for Resource Management System (FIRMS).
data-journalism firms geojson geospatial journalism nasa news python remote-sensing satellite-imagery satellites wildfires
Biosphere - Wildfire - Last synced: 08 Dec 2023 - Ranking: 9.7
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: 08 Dec 2023 - Ranking: 14.2
pvoutput
Python code for downloading PV data from PVOutput.org.
nowcasting pvoutput python python-library solar
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 08 Dec 2023 - Ranking: 6.7
Iceberg Locations
Antarctic large iceberg positions derived from ASCAT and OSCAT-2.
beautifulsoup4 climate-change git-scraping iceberg python scraping
Cryosphere - Glacier and Ice Sheets - Last synced: 08 Dec 2023 - Ranking: 1.8
simobility
A human-friendly Python framework that helps scientists and engineers to prototype and compare fleet optimization algorithms (autonomous and human-driven vehicles).
autonomous-vehicles fleet-management mobility mobility-modeling optimization-algorithms python ridehailing ridesharing simulation-framework simulator transportation
Consumption - Mobility and Transportation - Last synced: 08 Dec 2023 - Ranking: 7.8
pvtrace
Optical ray tracing for luminescent materials and spectral converter photovoltaic devices.
energy optics photovoltaics python raytracing
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 08 Dec 2023 - Ranking: 10.7
solarpy
This package aims to provide a reliable solar radiation model, mainly based on the work of Duffie, J.A., and Beckman, W. A., 1974, "Solar energy thermal processes".
beam-irradiance flight-simulation modeling photovoltaic python simulation solar-cells solar-energy sun-position
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 08 Dec 2023 - Ranking: 10.4
Machine-Learning-for-Solar-Energy-Prediction
Predict the power production of a solar panel farm from weather measurements using machine learning.
data-processing machine-learning matlab neural-network python tensorflow
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 08 Dec 2023 - Ranking: 5.9
PV Free
A public API for PV modeling parameters.
Renewable Energy - Photovoltaics and Solar Energy - Last synced: 08 Dec 2023 - Ranking: 3.9
fractoolbox
Python tools for structural geology and borehole image analysis which includes data handling, frequency and geometric analysis, and reservoir geomechanics.
borehole-image-analysis fracture fracture-mechanics fractures geology geomechanics geothermal mplstereonet python structural-geology
Renewable Energy - Geothermal Energy - Last synced: 08 Dec 2023 - Ranking: 3.9
WindTurbineClassification
Specification of 'normal' wind turbine operating behaviour for rapid anomaly detection.
energy jupyter-notebook python renewable-energy wind-turbines
Renewable Energy - Wind Energy - Last synced: 08 Dec 2023 - Ranking: 3.9
Frictionless Energy data
Common medium to facilitate the flow of data between energy and environmental models in a way that can be automated.
analysis datapackage python tabular-data
Energy Systems - Energy Modeling and Optimization - Last synced: 08 Dec 2023 - Ranking: 7.8
Tropical Cyclone Risk Model
A statistical-parametric model for assessing wind hazard from tropical cyclones.
hazard-assessment python risk-assessment tropical-cyclone wind
Climate Change - Natural Hazard and Storm - Last synced: 08 Dec 2023 - Ranking: 7.6
wavespectra
An open source project for working with ocean wave spectral data.
ocean python spectra statistics wave xarray
Hydrosphere - Waves and Currents - Last synced: 08 Dec 2023 - Ranking: 13.5
EV Fleet Simulator
Predict the energy usage of a fleet of electric vehicles.
data analysis electric vehicles public transport python renewable energy
Consumption - Mobility and Transportation - Last synced: 08 Dec 2023 - Ranking: 7.4
CIS
An open source command-line tool for easy collocation, visualization, analysis, and comparison of diverse gridded and ungridded datasets used in the atmospheric science.
analysis climate-data earth-science geo python
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 07 Dec 2023 - Ranking: 7.0
SPEI
Calculate and visualize some popular drought indices such as the SPI, SPEI and SGI.
drought drought-index drought-indices groundwater hydrology python sgi spei spi timeseries
Natural Resources - Water Supply - Last synced: 07 Dec 2023 - Ranking: 3.4
Decarb My State
What does it take to decarbonize your state.
climate-change decarbonization gatsby python
Sustainable Development - Knowledge Platforms - Last synced: 07 Dec 2023 - Ranking: 5.8
Pyra
Automated EM27/SUN Greenhouse Gas Measurement Software.
autonomous bruker camtracker cli click climate docusaurus em27 emissions fabric monitoring mypy opus poetry python sensor spectrometry tailwindcss tauri typescript
Emissions - Emission Observation and Modeling - Last synced: 07 Dec 2023 - Ranking: 5.6
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: 07 Dec 2023 - Ranking: 16.4
Awesome Open Geoscience
Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome.
awesome awesome-list cheatsheet geochemistry geology geophysics geoscience geosciences geospatial geostatistics groundwater modflow open-data open-science open-source python reservoir-modeling seismic simulation subsurface
Sustainable Development - Curated Lists - Last synced: 07 Dec 2023 - Ranking: 11.4
Open Energy Tracker
An open data platform for monitoring and visualizing energy policy targets.
data visualization dataset energy plotly policy python renewable energy
Energy Systems - Energy System Data Access - Last synced: 07 Dec 2023 - Ranking: 3.9
ecPoint-Calibrate
A software that uses conditional verification tools to compare numerical weather prediction model outputs against point observations and, in this way, anticipate sub-grid variability and identify biases at grid scale.
calibration decision-trees ecmwf meteorology metview python weather-forecast
Atmosphere - Meteorological Observation and Forecast - Last synced: 07 Dec 2023 - Ranking: 6.0
XCast
A free and open source climate forecasting toolkit written by Kyle Hall & Nachiketa Acharya, designed to help forecasters and earth scientists apply state-of-the-art postprocessing techniques to gridded data sets.
artificial-intelligence big-data climate-data climate-forecasting climate-science machine-learning multimodel-ensemble parallel-computing predictive-analytics python xarray
Climate Change - Climate Data Processing and Analysis - Last synced: 07 Dec 2023 - Ranking: 5.5
Open Source Python Packages in Hydrology
Holds a list of open source Python packages interesting to Hydrologists.
hydrologists hydrology open-source python
Sustainable Development - Curated Lists - Last synced: 07 Dec 2023 - Ranking: 7.9
pycoal
A Python toolkit for characterizing Coal and Open-pit surface mining impacts on American Lands.
classification classification-algorithm coal hyperspectral-image-classification open-surface-mining python surface-mining-activities
Natural Resources - Soil and Land - Last synced: 07 Dec 2023 - Ranking: 9.7
pytesmo
Python Toolbox for the Evaluation of Soil Moisture Observations.
earth-science python remote-sensing soil-moisture validation
Natural Resources - Soil and Land - Last synced: 07 Dec 2023 - Ranking: -Infinity
PyForecast
A statistical modeling tool used by Reclamation water managers and reservoir operators to train and build predictive models for seasonal inflows and streamflows.
forecasting hydrology machine-learning python statistical-models
Natural Resources - Water Supply - Last synced: 07 Dec 2023 - Ranking: 5.6
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: 07 Dec 2023 - Ranking: 9.0
MudPi
A scalable smart garden system that allows you to maintain controls, monitor conditions, and sustainably manage resources of your garden.
arduino automation garden python raspberry-pi redis
Consumption - Agriculture and Nutrition - Last synced: 07 Dec 2023 - Ranking: 7.7
AWIPS
The Advanced Weather Interactive Processing System is a meteorological display and analysis package originally developed by the National Weather Service and Raytheon.
awips awips-data cave data-server data-visualization edex forecasting foss gempak hdf5 hibernate httpd-server java meteorology postgresql python python-awips spring
Atmosphere - Meteorological Observation and Forecast - Last synced: 07 Dec 2023 - Ranking: 7.4
OpenDrift
A software for modeling the trajectories and fate of objects or substances drifting in the ocean, or even in the atmosphere.
ocean ocean-modelling python trajectory
Hydrosphere - Waves and Currents - Last synced: 07 Dec 2023 - Ranking: 9.3
PISM
The Parallel Ice Sheet Model is an open source, parallel, high-resolution ice sheet model.
c-plus-plus climate geophysics glacier ice-sheet mpi numerical parallel petsc python scientific-computing sea-level sphinx
Cryosphere - Glacier and Ice Sheets - Last synced: 07 Dec 2023 - Ranking: 8.1
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 - Energy Distribution and Grids - Last synced: 07 Dec 2023 - Ranking: 11.7
Detect waste
Detecting plastic waste in the environment to combat environmental pollution and promote circular economy.
cnn deep-learning detr efficientdet fastrcnn litter maskrcnn neural-networks object-detection python pytorch trash waste-detection
Industrial Ecology - Circular Economy and Waste - Last synced: 07 Dec 2023 - Ranking: 7.5
osm2gtfs
Turn OpenStreetMap data and schedule information into GTFS.
gtfs openstreetmap public-transportation python schedule
Consumption - Mobility and Transportation - Last synced: 07 Dec 2023 - Ranking: 7.1
SounderPy
A python package that helps you to access and plot vertical profile data for meteorological analysis.
atmospheric-science atmospheric-sciences data-analysis-python meteorology python weather weather-data
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 07 Dec 2023 - Ranking: 8.0
GDESS
Tool for evaluating atmospheric carbon dioxide concentrations as simulated by Earth system models.
data-visualization earth-observation earth-system-model model-diagnostics python
Climate Change - Climate Data Processing and Analysis - Last synced: 07 Dec 2023 - Ranking: -Infinity
openlca-python-tutorial
Explains the usage of the openLCA API from Python.
jython openlca python tutorial
Industrial Ecology - Life Cycle Assessment - Last synced: 07 Dec 2023 - Ranking: 6.1
Veros
Powerful tool that makes high-performance ocean modeling approachable and fun.
climate distributed geophysics gpu jax multi-core oceanography parallel python
Hydrosphere - Ocean Circulation Models - Last synced: 07 Dec 2023 - Ranking: 8.4
eiapy
A simple wrapper for the U.S. Energy Information Administration API.
api-wrapper eia energy-data python
Energy Systems - Energy System Data Access - Last synced: 07 Dec 2023 - Ranking: 9.6
dieter_py
An open source power sector optimization model that has been developed to investigate the role of electricity storage and sector coupling options in future scenarios with high shares of renewable energy sources.
GAMS open source model power market model python renewable energy storage
Energy Systems - Energy Modeling and Optimization - Last synced: 07 Dec 2023 - Ranking: 3.2
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: 07 Dec 2023 - Ranking: 13.0
EcoAssist
An open-source application designed to streamline the work of ecologists dealing with camera trap images.
annotation-tool cameratraps conservation deploy ecology linux machine-learning macos megadetector object-detection python train windows yolov5
Biosphere - Terrestrial Animals - Last synced: 07 Dec 2023 - Ranking: 6.5
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 and Species Distribution - Last synced: 07 Dec 2023 - Ranking: 16.4
pywatershed
A sustainable integrated, hydrologic modeling framework for the U.S. Geological Survey.
hydrology modflow modflow6 prms python surfacehydrology swb water
Hydrosphere - Freshwater and Hydrology - Last synced: 07 Dec 2023 - Ranking: 9.9
Digital Earth Australia Coastlines
Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale.
coastal-change coastal-dynamics coastlines dea digitalearthaustralia earth-observation erosion geospatial gis jupyter-notebook opendatacube python remote-sensing satellite-imagery
Hydrosphere - Coastal and Reefs - Last synced: 07 Dec 2023 - Ranking: 5.3
Integrated Methane Inversion
Contains the source code for setting up and running the Integrated Methane Inversion with GEOS-Chem.
analytical-inversions atmospheric-chemistry atmospheric-composition atmospheric-modeling aws climate-change climate-modeling cloud-computing geos-chem greenhouse-gases inverse-modeling inversions methane python scientific-computing
Emissions - Emission Observation and Modeling - Last synced: 07 Dec 2023 - Ranking: 6.7
hspfbintoolbox
A Python script and library of functions to read Hydrological Simulation Program Fortran (HSPF) binary files and print to screen.
cli hydrology python simulation
Hydrosphere - Freshwater and Hydrology - Last synced: 07 Dec 2023 - Ranking: 4.0
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: 07 Dec 2023 - Ranking: 16.3
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: 07 Dec 2023 - Ranking: 13.3
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 seismic
Climate Change - Natural Hazard and Storm - Last synced: 07 Dec 2023 - Ranking: 18.7
pygef
Simple parser for soil properties measurements.
gef geotechnical-engineering pygef python
Natural Resources - Soil and Land - Last synced: 07 Dec 2023 - Ranking: 6.7
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: 07 Dec 2023 - Ranking: -Infinity
Pace
A implementation of the FV3GFS / SHiELD atmospheric model developed by NOAA/GFDL using the GT4Py domain-specific language in Python.
Atmosphere - Atmospheric Composition and Dynamics - Last synced: 07 Dec 2023 - Ranking: 13.7
SynopticPy
Gives you access to real-time and historical surface-based weather and environmental observations for thousands of stations.
mesonet mesowest pandas python synoptic-api weather
Sustainable Development - Data Catalogs and Interfaces - Last synced: 07 Dec 2023 - Ranking: 10.0
Detectree2
Automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN.
deep-learning detectron2 python pytorch
Biosphere - Forest Observation and Management - Last synced: 07 Dec 2023 - Ranking: 10.2
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: 07 Dec 2023 - Ranking: 13.1
CloudDrift
Accelerates the use of Lagrangian data for atmospheric, oceanic, and climate sciences.
climate-data climate-science data-structures oceanography python
Atmosphere - Atmospheric Dispersion and Transport - Last synced: 07 Dec 2023 - Ranking: 11.4
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: 07 Dec 2023 - Ranking: 14.3
aguaclara
A Python package for designing and performing research on AguaClara water treatment plants.
aguaclara python water-treatment
Natural Resources - Water Supply - Last synced: 07 Dec 2023 - Ranking: 11.9
Surface water network
A Python package to create and analyze surface water networks.
hydrology modflow python surface-water
Hydrosphere - Freshwater and Hydrology - Last synced: 07 Dec 2023 - Ranking: 9.0
Permamodel
A collection of numerical permafrost models with a range of capability and complexity.
bmi csdms modeling permafrost python
Cryosphere - Snow and Permafrost - Last synced: 07 Dec 2023 - Ranking: 9.7
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: 07 Dec 2023 - Ranking: 15.9
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: 07 Dec 2023 - Ranking: 16.7
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.
Climate Change - Climate Data Standards - Last synced: 07 Dec 2023 - Ranking: 25.5
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: 07 Dec 2023 - Ranking: 13.2
gcpy
A Python-based toolkit containing useful functions for working specifically with the GEOS-Chem model of atmospheric chemistry and composition.
atmospheric-chemistry atmospheric-modelling benchmarking cartopy cloud-computing geos-chem numpy plots plotting-in-python python python-toolkit scientific-computing visualization-tools xarray
Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 07 Dec 2023 - Ranking: 11.1
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: 07 Dec 2023 - Ranking: 11.3
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: 07 Dec 2023 - Ranking: 7.6
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 System Data Access - Last synced: 07 Dec 2023 - Ranking: 16.1
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: 07 Dec 2023 - Ranking: 11.4
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 Modeling and Optimization - Last synced: 07 Dec 2023 - Ranking: 8.7
