openlca-python-tutorial

Explains the usage of the openLCA API from Python.

jython openlca python tutorial

Industrial Ecology - Life Cycle Assessment - Last synced: 19 Apr 2026 - Ranking: 6.4

PyNotes in Agriscience

A set of hands-on coding exercises to solve common tasks and simple problems in agricultural sciences.

agriculture agriscience crop-modeling crop-science environmental-science python soil-science

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 3.7

PyPSA-China

A open-source model of the Chinese energy system covering electricity and heat that co-optimizes dispatch and investments under user-set constraints, such as limits to environmental impacts, to minimize costs.

energy-system-model optimisation

Energy Systems - Global and Regional Energy System Models - Last synced: 19 Apr 2026 - Ranking: 4.9

bifacialvf

Bifacial PV View Factor model for system performance calculation.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 19 Apr 2026 - Ranking: 5.7

National Climate Transparency Tool

Your gateway to ensure robust Measurement, Reporting and Verification (MRV) toward the Enhanced Transparency Framework (ETF) and to accelerate implementation of the Nationally Determined Contribution (NDC).

climate digital-public-goods greenhouse-gas-emissions sustainable-development-goals

Emissions - Emission Observation and Modeling - Last synced: 19 Apr 2026 - Ranking: 6.8

GEOG0133

Open Terrestrial Carbon modelling and monitoring lecture.

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 3.5

BedMachine

Matlab tools for loading, interpolating, and displaying BedMachine ice sheet topography.

antarctica bedmachine geology glaciers glaciology greenland ice-shelves matlab

Cryosphere - Glacier and Ice Sheets - Last synced: 19 Apr 2026 - Ranking: 3.4

WSL Julia Workshop 2023

Practical introduction to Julia for modelling and data analysis in biodiversity and earth sciences.

julia tutorials workshop

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 4.7

PyProBE

A Python package designed to simplify and accelerate the process of analysing data from battery cyclers.

Energy Storage - Battery - Last synced: 19 Apr 2026 - Ranking: 14.3

ClimateEconomics

A Python package to evaluate the effect of energy way of production on climate change and macro-economy.

Sustainable Development - Sustainable Investment - Last synced: 19 Apr 2026 - Ranking: 7.1

PASTIS

A benchmark dataset for panoptic and semantic segmentation of agricultural parcels from satellite time series.

Consumption - Agriculture and Nutrition - Last synced: 19 Apr 2026 - Ranking: 7.0

carculator

Prospective environmental and economic life cycle assessment of vehicles made blazing fast.

Industrial Ecology - Life Cycle Assessment - Last synced: 19 Apr 2026 - Ranking: 5.7

TIMES MIRO App

An open source platform primarily intended to promote the dissemination and use of existing TIMES models.

Energy Systems - Energy System Modeling Frameworks - Last synced: 19 Apr 2026 - Ranking: 4.6

Analytical Groundwater Modeling

Analytical Groundwater Modeling: Theory and Applications Using Python.

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 5.5

SolarPILOT

Solar power tower layout and optimization tool.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 19 Apr 2026 - Ranking: 5.4

QBMS

This R package assists breeders in linking data systems with their analytic pipelines, a crucial step in digitizing breeding processes.

Consumption - Agriculture and Nutrition - Last synced: 19 Apr 2026 - Ranking: 14.0

SNOWPACK

A multi-purpose snow and land-surface model, which focuses on a detailed description of the mass and energy exchange between the snow, the atmosphere and optionally with the vegetation cover and the soil.

Cryosphere - Snow and Permafrost - Last synced: 19 Apr 2026 - Ranking: 0.0

Meteobike

Environmental Meteorology to measure temperature and humidity on bikes and tag measurements with GPS.

Climate Change - Climate Data Processing and Analysis - Last synced: 19 Apr 2026 - Ranking: 5.4

An introduction to Systematic conservation planning with prioritzr

Learn about the basic concepts of systematic conservation planning (SCP) and more specifically algorithmic solutions identifying planning outcomes.

biodiversity prioritizr quarto r systematic-conservation-planning tutorial workshop-website

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 2.1

PyPSA-DE

High resolution, sector-coupled model of the German Energy System.

Energy Systems - Global and Regional Energy System Models - Last synced: 19 Apr 2026 - Ranking: 8.9

EcoNicheS

Enhancing ecological niche modeling, niche overlap and connectivity analysis using shiny dashboard and R Package.

gui-application landscape-connectivity niche-modelling niche-overlap r

Biosphere - Species Distribution Modeling - Last synced: 19 Apr 2026 - Ranking: 4.2

DRIP-SLIP

Detecting Realtime Increased Precipitation / Sudden Landslide Identification Product.

Natural Resources - Soil and Land - Last synced: 19 Apr 2026 - Ranking: 5.4

MIT-PraCTES

Materials for MIT workshop "Practical Computing Tutorials for Earth Scientists".

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 5.4

Africa Soil and Agronomy Data Cube

Accessing and using soil and agronomy data for Africa.

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 2.4

MapYourGrid

A starter kit for Electrical Transmission Grid Mapping in OpenStreetMap, combining Osmose and Overpass with JOSM.

climate-change electrical-grid electrification energy-modelling grid infrastructure mapping openstreetmap osm power power-grids renewable-energy sustainability

Energy Systems - Energy Data Accessibility and Integration - Last synced: 19 Apr 2026 - Ranking: 7.7

IESopt.jl

Modeling and optimization framework for integrated energy systems.

energy-system-model modelling optimization

Energy Systems - Energy System Modeling Frameworks - Last synced: 19 Apr 2026 - Ranking: 9.4

UNFCCC DI API

Data access to the total greenhouse gas emissions by country reported to the United Nations Framework Convention on Climate Change (UNFCCC).

climate-data unfccc

Emissions - Emission Observation and Modeling - Last synced: 19 Apr 2026 - Ranking: 3.4

Advanced Urban Analytics

This course series takes a computational social science approach to working with urban data.

cities city-government coding course course-materials data-science jupyter network-analysis python spatial-analysis statistics syllabus transport transportation urban-analytics urban-data-science urban-informatics urban-planning urbanism usc

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 7.9

Power Systems Optimization

How to implement and apply linear and mixed integer linear programs to solve such problems using Julia/JuMP, and the practical application of such techniques in energy systems engineering.

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 7.3

iLand

A forest landscape model and simulates how individual trees grow, compete, die, and regenerate under various climate, disturbance, and management scenarios.

Biosphere - Forest Modeling and Analysis - Last synced: 19 Apr 2026 - Ranking: 5.5

Biodiversity Heritage Library

Biodiversity Heritage Library's web site, databases, and supporting services.

Biosphere - Biodiversity Data Access and Management - Last synced: 19 Apr 2026 - Ranking: 4.8

MapBiomas 101

Google Earth Engine Tutorials to produce annual land use and land cover maps from Brazil.

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 5.0

CloudMicrophysics.jl

Provides a library of cloud microphysics and aerosol parameterizations for the CliMA Earth System Model.

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 19 Apr 2026 - Ranking: 8.0

LFRic

Home to the LFRic-based science applications and libraries such as the Momentum® Atmosphere model application and the GungHo dynamical core.

Atmosphere - Atmospheric Composition and Dynamics - Last synced: 19 Apr 2026 - Ranking: 9.0

Bluemath

Provide a set of statistical tools tailored for climate data analysis, with a focus on statistical classification and prediction.

Climate Change - Climate Data Processing and Analysis - Last synced: 19 Apr 2026 - Ranking: 11.5

Whisp

Geospatial Analysis Tool for Zero-Deforestation Claims.

Biosphere - Deforestation and Reforestation - Last synced: 19 Apr 2026 - Ranking: 4.6

Solar Consumer

This code can be used to download solar forecasts and save them to a PostgreSQL database by retrieving solar generation estimates for embedded solar farms and preparing the data for analysis.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 19 Apr 2026 - Ranking: 6.9

MicroHH

A computational fluid dynamics code designed to simulate turbulent flows in the atmosphere using the Direct Numerical Simulation and Large-Eddy Simulation techniques.

Atmosphere - Atmospheric Composition and Dynamics - Last synced: 19 Apr 2026 - Ranking: 8.9

AquaFetch

A Python package designed for the automated downloading, parsing, cleaning, and harmonization of freely available water resource datasets related to rainfall-runoff processes, surface water quality, and wastewater treatment.

big-data database hydrology wastewater-treatment water water-quality

Hydrosphere - Ocean and Hydrology Data Access - Last synced: 19 Apr 2026 - Ranking: 9.9

CspStandSegmentation

An R-package for the segmentation of single trees from forest point clouds scanned with terrestrial, mobile or unmanned LiDAR systems.

Biosphere - Forest Remote Sensing - Last synced: 19 Apr 2026 - Ranking: 10.8

wradlib

Designed to assist you in the most important steps of processing weather radar data.

hacktoberfest hdfs netcdf4 python radar rainbow sigmet weather wradlib xarray

Atmosphere - Meteorological Observation and Forecast - Last synced: 19 Apr 2026 - Ranking: 19.6

pySWAP

Python Interface to SWAP (Soil, Water, Atmosphere and Plant) to simulates transport of water, solutes and heat in unsaturated/saturated soils.

Hydrosphere - Freshwater and Hydrology - Last synced: 19 Apr 2026 - Ranking: 9.9

GrIML

Investigating Greenland's ice-marginal lakes under a changing climate.

cryosphere esa glacial-lakes glofs ice-marginal-lakes remote-sensing satellite-imagery

Cryosphere - Glacier and Ice Sheets - Last synced: 19 Apr 2026 - Ranking: 6.2

PAMTRA

Solve the passive and active microwave radiative transfer in a plan parallel horizontally homogeneous atmosphere with hydrometeors.

Atmosphere - Radiative Transfer - Last synced: 19 Apr 2026 - Ranking: 6.5

Whombat

Web-based audio annotation tool designed to streamline audio data labeling and annotation, with a particular focus on supporting machine learning model development in bioacoustics.

annotation audio audio-annotation bioacoustics machine-learning

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 19 Apr 2026 - Ranking: 12.1

PyPSA-Spain

An extension of PyPSA-Eur to model the Spanish Energy System.

Energy Systems - Global and Regional Energy System Models - Last synced: 19 Apr 2026 - Ranking: 7.5

pv-tutorials

Links to tutorial material for various open-source software packages for PV modeling and analysis.

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 3.2

OpenAirClim

A model for simplified evaluation of the approximate chemistry-climate impact of air traffic emissions.

Emissions - Emission Observation and Modeling - Last synced: 19 Apr 2026 - Ranking: 5.3

Collect Earth Online

Crowdsourced visual interpretation of on-demand satellite imagery for land use assessment.

Natural Resources - Soil and Land - Last synced: 19 Apr 2026 - Ranking: 7.5

LogoClim

Allows researchers to integrate high-resolution climate data into agent-based models, supporting reproducible research in ecology, agriculture, environmental sciences, and other fields that rely on climate data.

agent-based-modeling climate-change climate-data-visualization cmip6 complex-systems complexity-science environmental-sciences future-climate-scenarios geospatial-analysis historical-climate-data levelspace logonia netlogo parallel-execution reproducible-research shared-socioeconomic-pathways simulations spatial-analysis time-series worldclim

Climate Change - Climate Data Access and Visualization - Last synced: 19 Apr 2026 - Ranking: 3.8

Perch

A bioacoustics research project that produces a bird species classifier, trained on over 10k species.

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 19 Apr 2026 - Ranking: 9.3

Power TAC

Competitive simulation designed to support the study of retail electric power markets, especially as they relate to managing distributed renewable power sources.

Energy Systems - Energy Markets - Last synced: 19 Apr 2026 - Ranking: 12.5

Bristlecone

An F# library for model-fitting model-selection (MFMS) of ecological models to observational data. The library was developed for tree ring analysis, but can be used for other time-series modelling problems.

dendroecology mechanistic-models time-series

Biosphere - Forest Modeling and Analysis - Last synced: 19 Apr 2026 - Ranking: 12.9

Circuitscape

Modeling movement and gene flow of plants and animals, as well as identifying areas important for connectivity conservation.

animal-movement circuit-analysis climate-change epidemiology forest-fire julia julia-language landscape-ecology landscape-genetics movement-ecology sparse-linear-systems

Biosphere - Terrestrial Wildlife - Last synced: 19 Apr 2026 - Ranking: 12.9

ABIS

Australian Biodiversity Information Standard.

Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 19 Apr 2026 - Ranking: 5.2

Energy and Climate Policy

This graduate-level course provides a systems approach to understanding the essential policy questions and analytic tools necessary to achieve the energy transition required to address climate change.

class climate-change climate-policy energy energy-policy open-course

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 2.3

wlts.py

Produce information on land use and coverage used by the Brazilian Government to make public policy decisions.

earth-observation earth-science geoscience geospatial gis python trajectory wlts

Natural Resources - Soil and Land - Last synced: 19 Apr 2026 - Ranking: 7.5

XRO

An eXtended nonlinear Recharge Oscillator model for El Niño-Southern Oscillation (ENSO) and other modes of variability in the global ocean.

climate-model climate-modes-interactions enso seasonal-forecast xro

Climate Change - Earth and Climate Modeling - Last synced: 19 Apr 2026 - Ranking: 7.8

PVSC48-Python-Tutorial

Computing tutorial with focus on PV computing packages, Python, data wrangling with Pandas, and data viz.

energy photovoltaics pvlib python solar tutorials

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 4.6

OpenIO-Canada

Module to create symmetric Environmentally Extended Input-Output tables for Canada.

canada carbon-footprint energy-consumption environmental-modelling industrial-ecology input-output-analysis water-footprint

Industrial Ecology - Input Output Model - Last synced: 19 Apr 2026 - Ranking: 4.5

Joulia.jl

A Large-Scale Spatial Power System Model for Julia.

Energy Systems - Energy System Modeling Frameworks - Last synced: 19 Apr 2026 - Ranking: 3.6

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: 19 Apr 2026 - Ranking: 0.0

GEARSHIFT

Generate WLTC gear-shifts based on vehicle characteristics.

Consumption - Mobility and Transportation - Last synced: 19 Apr 2026 - Ranking: -Infinity

FALCON

A true fully-coupled THMC simulator, using a finite-element approach to solve highly nonlinear coupled subsurface dynamics for problems such as carbon sequestration, reactive transport, geothermal energy, etc.

Renewable Energy - Geothermal Energy - Last synced: 19 Apr 2026 - Ranking: 7.8

PEACH

Computes climate indicators over hundreds of different Earth System Model simulations, then combine the results into a single probability density function, accounting for model performance and the relative likelihood of greenhouse gas emission scenario.

Climate Change - Natural Hazard and Storms - Last synced: 19 Apr 2026 - Ranking: 4.6

HYDROLIB-core

Serves as the basis for various pre- and postprocessing tools for a modelling workflow of hydrodynamic simulations.

Hydrosphere - Freshwater and Hydrology - Last synced: 19 Apr 2026 - Ranking: 17.4

Mantaray

A Rust Package for Ray Tracing Ocean Surface Gravity Waves.

oceanography ray-tracing waves

Hydrosphere - Waves and Currents - Last synced: 19 Apr 2026 - Ranking: 13.9

MUSICA

A collection of modeling software, tools, and grids, that allow for robust modeling of chemistry in Earth's atmosphere.

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 19 Apr 2026 - Ranking: 15.1

Planting Optimisation Tool

A data-driven recommendation system designed to support sustainable reforestation and agroforestry planning in Timor-Leste.

Biosphere - Deforestation and Reforestation - Last synced: 19 Apr 2026 - Ranking: 7.7

CREAHIA

An R package dedicated to health impact assessment (HIA) of air pollution.

Natural Resources - Air Quality - Last synced: 19 Apr 2026 - Ranking: 4.7

RRMPG

Model the response of a catchment to meteorological input data and to forecast the river discharge.

hydrological-modelling hydrology numba python

Hydrosphere - Freshwater and Hydrology - Last synced: 19 Apr 2026 - Ranking: 6.4

JUSTICE

An open-source Integrated Assessment Modelling Framework allowing exploration of modelling assumptions on Climate Policies.

climate-justice deep-uncertainty integrated-assessment-model multiobjective-optimization reinforcement-learning-environments

Climate Change - Integrated Assessment and Climate Policy - Last synced: 19 Apr 2026 - Ranking: 3.6

BatteryLife

A Comprehensive Dataset and Benchmark for Battery Life Prediction.

Energy Storage - Battery - Last synced: 19 Apr 2026 - Ranking: 7.4

JulES

A fundamental energy market simulation model for operational planning, that uses TuLiPa as building blocks.

Energy Systems - Energy Markets - Last synced: 19 Apr 2026 - Ranking: 5.2

Open Repair Data

Source of the Open Repair Alliance downloadable datasets.

data open-data open-dataset repair

Industrial Ecology - Circular Economy and Waste - Last synced: 19 Apr 2026 - Ranking: 4.1

pyH2A

An extensible Python framework for the analysis of hydrogen production cost.

hydrogen techno-economic-analysis

Renewable Energy - Hydro Energy - Last synced: 19 Apr 2026 - Ranking: 7.0

AtChem2

Primarily designed to use the Master Chemical Mechanism, a near-explicit chemical mechanism which describes the gas-phase oxidation of volatile organic compounds in the lower atmosphere.

atchem atmospheric-chemistry atmospheric-modelling box-model cvode master-chemical-mechanism mcm

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 19 Apr 2026 - Ranking: -Infinity

wind-up

A tool to assess yield uplift of wind turbines.

Renewable Energy - Wind Energy - Last synced: 19 Apr 2026 - Ranking: 12.2

CPRG

GHG Inventory using Climate Pollution Reduction Grant framework and funding.

emissions emissions-inventory ghg-emissions quarto rstats

Emissions - Carbon Intensity and Accounting - Last synced: 19 Apr 2026 - Ranking: 5.5

MELODIES MONET

A modular framework that integrates existing and future diverse atmospheric chemistry observational datasets with chemistry model results for the evaluation of air quality and atmospheric composition.

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 19 Apr 2026 - Ranking: 8.1

Cloud Assess

An open-source tool to automate the assessment of the environmental impacts of cloud services.

Consumption - Computation and Communication - Last synced: 19 Apr 2026 - Ranking: 4.6

open-dpp

An open-source platform for managing digital product passports.

Industrial Ecology - Circular Economy and Waste - Last synced: 19 Apr 2026 - Ranking: 6.6

Green software use on HPC

This course introduces environmental sustainability principles in the context of high performance computing systems.

alpha carpentries-incubator english green-computing hpc hpc-carpentry lesson sustainability

Sustainable Development - Education - Last synced: 19 Apr 2026 - Ranking: 3.0

XPalm

A process-based model for simulating oil palm (Elaeis guineensis) growth and development.

Consumption - Agriculture and Nutrition - Last synced: 19 Apr 2026 - Ranking: 8.7

BioTIMEr

Global database of assemblage time series for quantifying and understanding biodiversity change.

ecology geospatial r r-package rstats

Biosphere - Biodiversity Analysis and Metrics - Last synced: 19 Apr 2026 - Ranking: 10.7

PyFLEXTRKR

A Flexible Feature Tracking Python Software for Convective Cloud Analysis.

Atmosphere - Atmospheric Chemistry and Aerosol - Last synced: 19 Apr 2026 - Ranking: 7.5

forecast-solar

Asynchronous Python client for getting solarpanels forecast information.

api async client solarpanels

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 19 Apr 2026 - Ranking: 26.5

GHEDesigner

A Flexible and Automatic Ground Heat Exchanger Design Tool.

Renewable Energy - Geothermal Energy - Last synced: 19 Apr 2026 - Ranking: 6.1

Helios

Generate and manipulate plant and other geometric objects, which can feed into biophysical model plug-ins such as radiation transfer, photosynthesis, and evapotranspiration.

Biosphere - Plants and Vegetation - Last synced: 19 Apr 2026 - Ranking: 6.6

PySAM

A Python package for the National Renewable Energy Laboratory’s System Advisor Model.

Energy Systems - Energy System Modeling Frameworks - Last synced: 19 Apr 2026 - Ranking: 8.0

bioacoustics

Contains all the necessary functions to read audio recordings of various formats, filter noisy files, display audio signals, detect and extract automatically acoustic features for further analysis such as species identification based on classification of animal vocalization.

Biosphere - Bioacoustics and Acoustic Data Analysis - Last synced: 19 Apr 2026 - Ranking: 12.3

MEDUSA

Modelling Equity and DistribUtional impacts for Socioeconomic Analysis.

Climate Change - Integrated Assessment and Climate Policy - Last synced: 19 Apr 2026 - Ranking: 2.2

POSTED

A public database of techno-economic data on energy and climate-mitigation technologies and a framework for consistent handling of this database.

data data-science economics energy research research-project research-tool techno-economic techno-economic-analysis technology technology-analysis

Energy Systems - Energy Data Accessibility and Integration - Last synced: 19 Apr 2026 - Ranking: 4.9

RangeShiftR

A state-of-the-art eco-evolutionary modelling platform that is becoming increasingly used worldwide for both theoretical and applied purposes.

Biosphere - Ecological and Environmental Modeling - Last synced: 19 Apr 2026 - Ranking: 4.8

TaxonoPy

A Python package for efficiently aligning organismal taxonomic hierarchies using the Global Names Verifier.

alignment hierarchy taxonomic-resolution taxonomy tree-of-life

Biosphere - Biodiversity Analysis and Metrics - Last synced: 19 Apr 2026 - Ranking: 7.6

L-Py

L-systems were conceived as a mathematical framework for modeling growth of plants.

3d lsystem lsystem-plant-generator openalea python

Biosphere - Plants and Vegetation - Last synced: 19 Apr 2026 - Ranking: 7.9

GeoCLUSTER

A Python-based web application that provides a collection of interactive methods for streamlining the visualization of the technical and economic modeling of closed-loop geothermal systems.

dash-app geothermal-energy techno-economic

Renewable Energy - Geothermal Energy - Last synced: 19 Apr 2026 - Ranking: 4.6

BeeBDC

Bee Biodiversity Data Cleaning.

Biosphere - Biodiversity Data Cleaning and Standardization - Last synced: 19 Apr 2026 - Ranking: 9.1

PVForecast

Forecasts to optimize electricity consumption for rooftop PV installations.

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 19 Apr 2026 - Ranking: 5.7