Data Science for Energy System Modelling
Find practical introductions to many Python packages that are useful for dealing with energy data and building energy system modells.
data-science energy energy-data energy-system-modelling
Sustainable Development - Education - Last synced: 22 Jun 2026 - Ranking: 6.8
HydroGenerate
An open-source Python library that has the capability of estimating hydropower generation based on flow rate either provided by the user or received from United States Geological Survey water data services.
hydropower hydropower-model techno-economic-analysis
Renewable Energy - Hydro Energy - Last synced: 22 Jun 2026 - Ranking: 11.0
CleF
Searches the Earth System Grid Federation datasets stored at the Australian National Computational Infrastructure, both data published on the NCI ESGF node as well as files that are locally replicated from other ESGF nodes.
Climate Change - Climate Data Access and Visualization - Last synced: 21 Jun 2026 - Ranking: -Infinity
resstock
Helping states, municipalities, utilities, and manufacturers identify which building stock improvements save the most energy and money.
Consumption - Buildings and Heating - Last synced: 22 Jun 2026 - Ranking: 9.2
LT-GEE
Google Earth Engine implementation of the LandTrendr spectral-temporal segmentation algorithm.
change-detection google-earth-engine landsat landscape-dynamics landtrendr mapping time-series-analysis
Natural Resources - Soil and Land - Last synced: 22 Jun 2026 - Ranking: 6.6
Hagelslag
An object-based severe storm forecasting system that utilizing image processing and machine learning tools to derive calibrated probabilities of severe hazards from convection-allowing numerical weather prediction model output.
geojson hail hrrr machine-learning mrms netcdf performance performance-diagram python reliability segmentation storms tracking verification weather zarr
Climate Change - Natural Hazard and Storms - Last synced: 21 Jun 2026 - Ranking: 12.6
pybioclip
Python package that simplifies using the BioCLIP foundation model.
bioclip biology clip command-line-interface cv image-classification knowledge-guided taxonomy
Biosphere - Biodiversity Data Access and Management - Last synced: 21 Jun 2026 - Ranking: 14.6
EcoSonar
Enabling development teams to consider the environmental impact of digital technology during development and to promote knowledge of best eco-design and accessibility practices.
accessibility-testing best-practices ecodesign ecoindex greenit lighthouse monitoring rgaa rgesn sonarqube sonarqube-plugin
Consumption - Computation and Communication - Last synced: 22 Jun 2026 - Ranking: 7.1
MDTF-diagnostics
Analysis framework and collection of process-oriented diagnostics for weather and climate simulations.
Climate Change - Earth and Climate Modeling - Last synced: 22 Jun 2026 - Ranking: 8.2
OSDG Community Dataset
A public dataset of thousands of text excerpts, validated by OSDG Community Platform citizen scientists with respect to the Sustainable Development Goals.
citizen-science citsci crowdsourcing dataset digital-public-goods machine-learning open-data public-good public-goods sdg sdg-data sdgs sustainability sustainable-development-goals united-nations
Sustainable Development - Sustainable Development Goals - Last synced: 22 Jun 2026 - Ranking: 4.8
tell
An open-source Python package to model future hourly total electricity loads.
Energy Systems - Load and Demand Forecasting - Last synced: 21 Jun 2026 - Ranking: 9.5
xHydro
Effortlessly extract geospatial and watershed data from APIs, calibrate and execute hydrological models, perform optimal interpolation and frequency analysis on hydrological indicators, compute custom hydrological metrics, and analyze climate change impacts on hydrological data.
hydrological-data-analysis hydrology hydrology-statistical
Hydrosphere - Freshwater and Hydrology - Last synced: 21 Jun 2026 - Ranking: 13.0
Global Database of Cement, Iron and Steel Production Assets
The Global Database of Cement, Iron and Steel Production Assets provides information on global cement production plants that are operational today.
Emissions - Emission Observation and Modeling - Last synced: 22 Jun 2026 - Ranking: 0.0
LandBOSSE
The Land-based Balance-of-System Systems Engineering model is a systems engineering tool that estimates the balance-of-system costs associated with installing utility scale wind plants (10, 1.5 MW turbines or larger).
Renewable Energy - Wind Energy - Last synced: 22 Jun 2026 - Ranking: 11.0
nwfscSurvey
Tool to pull and process NWFSC West Coast groundfish survey data for use in PFMC groundfish stock assessments.
Biosphere - Marine Life and Fishery - Last synced: 21 Jun 2026 - Ranking: 6.2
TagLab
A CNN based image segmentation tool oriented to marine data analysis.
annotation-tool cnn coral-reefs corals image-segmentation labeling-tool labels marine-data-analysis python semantic semantic-segmentation underwater-monitoring
Biosphere - Marine Life and Fishery - Last synced: 22 Jun 2026 - Ranking: 7.8
LCIA formatter
A Python tool for standardizing the format and flows of life cycle impact assessment data.
Industrial Ecology - Life Cycle Assessment - Last synced: 22 Jun 2026 - Ranking: 6.2
PooPyLab_Project
A biological wastewater treatment software.
environmental-engineering process-flow-diagram python simulation wastewater
Natural Resources - Water Supply and Quality - Last synced: 22 Jun 2026 - Ranking: 9.4
