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: 24 Jun 2026 - Ranking: 6.8

NeuralGCM

A package for building hybrid ML+Physics atmospheric models for weather and climate simulations.

Climate Change - Earth and Climate Modeling - Last synced: 25 Jun 2026 - Ranking: 17.5

SoilHealthDataCube

Soil Health Data Cube for Europe.

Natural Resources - Soil and Land - Last synced: 24 Jun 2026 - Ranking: 4.4

OceanAdapt

Provide information about the impacts of changing climate and other factors on the distribution of marine life to the National Climate Assessment, fisheries communities, policymakers, and to others.

Biosphere - Marine Life and Fishery - Last synced: 24 Jun 2026 - Ranking: 6.5

pyfor

Tools for analyzing aerial point clouds of forest data.

forest-inventory forestry las lidar

Biosphere - Forest Remote Sensing - Last synced: 24 Jun 2026 - Ranking: 15.7

Energy Research and Forecasting

Designed to provide a flexible computational framework for the exploration and investigation of different physics parameterizations and numerical strategies, and to characterize the flow field that impacts the ability of wind turbines to extract wind energy.

amrex atmospheric-modelling

Renewable Energy - Wind Energy - Last synced: 24 Jun 2026 - Ranking: 8.8

Grimgrains

A Plant-based cooking website.

c99 static-site-generator

Consumption - Agriculture and Nutrition - Last synced: 24 Jun 2026 - Ranking: 8.1

OpenTripPlanner

An open source multi-modal trip planner, focusing on travel by scheduled public transportation in combination with bicycling, walking, and mobility services including bike share and ride hailing.

Consumption - Mobility and Transportation - Last synced: 24 Jun 2026 - Ranking: 18.2

openair

An R package developed for the purpose of analyzing air quality data — or more generally atmospheric composition data.

air-quality air-quality-data meteorology openair package r

Natural Resources - Air Quality - Last synced: 25 Jun 2026 - Ranking: 20.6

CliFlo

Easily download and visualise climate data from New Zealand's National Climate Database.

climate-data climate-stations kml national-climate-database r r-package rstats weather windrose zealand

Climate Change - Climate Data Access and Visualization - Last synced: 25 Jun 2026 - Ranking: 5.7

PyPAM

Allow easy reading and processing of acoustic underwater data.

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 24 Jun 2026 - Ranking: 11.9

openairmaps

Combine the robust analytical methods found in openair with the highly capable leaflet package.

openair package r

Natural Resources - Air Quality - Last synced: 25 Jun 2026 - Ranking: 12.9

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: 24 Jun 2026 - Ranking: 9.7

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 and Quality - Last synced: 25 Jun 2026 - Ranking: 5.8

Objective Analysis in Atmospheric Sciences

The course provides an overview of the methods used to interpret data sets in the atmospheric and oceanic sciences.

Sustainable Development - Education - Last synced: 25 Jun 2026 - Ranking: 0.0

photovoltaic

A Python library used in photovoltaics.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 24 Jun 2026 - Ranking: 13.3

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: 24 Jun 2026 - Ranking: 11.0

ODM

Aims to improve wastewater monitoring through interoperable data by providing robust support for reporting of biological, toxic or other health hazards.

covid-19 covid19 data-dictionary metadata naming-conventions odm sars-cov-2 vocabulary wastewater

Natural Resources - Water Supply and Quality - Last synced: 25 Jun 2026 - Ranking: 7.0

tempestextremes

Extreme weather detection and characterization.

Climate Change - Climate Data Processing and Analysis - Last synced: 24 Jun 2026 - Ranking: 8.7

DHALSIM

Uses the WNTR EPANET wrapper to simulate the behaviour of water distribution systems.

cybersecurity simulation water-distribution

Hydrosphere - Freshwater and Hydrology - Last synced: 24 Jun 2026 - Ranking: 7.1