Annual Technology Baseline Calculators

To inform electric and transportation sector analysis in the United States, each year NREL provides a robust set of modeling input assumptions for energy technologies and a diverse set of potential electricity generation futures or modeling scenarios.

Energy Systems - Energy Data Accessibility and Integration - Last synced: 26 Aug 2026 - Ranking: 5.0

ComStock

National scale modeling of the U.S. commercial building stock supported by U.S. DOE, LADWP, and others and maintained by NREL.

Consumption - Buildings and Heating - Last synced: 26 Aug 2026 - Ranking: 7.9

MimiFUND.jl

Used to perform cost-benefit and cost-effectiveness analyses of greenhouse gas emission reduction policies.

Sustainable Development - Sustainable Investment - Last synced: 26 Aug 2026 - Ranking: -Infinity

Tree Tracker

Used by people who plant trees so they don't have to manually type coordinates with pictures they took.

Biosphere - Deforestation and Reforestation - Last synced: 25 Aug 2026 - Ranking: 4.6

rSFSW2

An R package to create soil water balance simulation experiment.

r r-package simulation-framework soil-water-balance

Natural Resources - Soil and Land - Last synced: 25 Aug 2026 - Ranking: 7.3

canwqdata

An R package to download open water quality data from Environment and Climate Change Canada's National Long-term Water Quality Monitoring Data.

data-science env r r-package rlang rstats

Natural Resources - Water Supply and Quality - Last synced: 25 Aug 2026 - Ranking: 4.2

Open Source EMEP MSC-W model

Designed to calculate air concentrations and deposition fields for major acidifying and eutrophying pollutants, photo-oxidants and particulate matter.

Natural Resources - Air Quality - Last synced: 26 Aug 2026 - Ranking: 5.6

GasDispersion.jl

A set of tools for atmospheric dispersion modeling of gaseous releases, such as might occur during an emergency at a chemical plant or more routinely from a stack.

chemical-engineering process-safety

Atmosphere - Atmospheric Dispersion and Transport - Last synced: 26 Aug 2026 - Ranking: 6.5

Solar electricity Nowcasting

Build the world's best near-term forecasting system for solar electricity generation.

nowcasting

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 26 Aug 2026 - Ranking: 8.1

CSDMS Ivy

Course material on scientific software development for researchers in earth and planetary surface processes.

bash best-practices bmi csdms education geoscience git hpc jupyter landlab pymt python

Sustainable Development - Education - Last synced: 25 Aug 2026 - Ranking: 6.9

SESMG

An energy system model generator with the focus on the optimization of urban energy systems.

Energy Systems - Renewable Energy Integration - Last synced: 25 Aug 2026 - Ranking: 9.0

ClimaX

The first foundation model for weather and climate science.

Climate Change - Earth and Climate Modeling - Last synced: 26 Aug 2026 - Ranking: -Infinity

modelica-ibpsa

A Modelica library for building and district energy systems developed within IBPSA Project 1.

Consumption - Buildings and Heating - Last synced: 25 Aug 2026 - Ranking: -Infinity

CSHShydRology

This is a collection of R functions used by the Canadian Association Society for Hydrological Sciences.

Natural Resources - Water Supply and Quality - Last synced: 25 Aug 2026 - Ranking: 5.8

EO College

This course is part of a series of online learning materials that will give you insights on the potential of remote sensing technologies for applications over land surfaces.

Sustainable Development - Education - Last synced: 26 Aug 2026 - Ranking: 0.0

Aqualink

A philanthropically funded system to help people manage their local marine ecosystems in the face of increasing Ocean temperatures.

climate-change environment nodejs react typescript

Biosphere - Marine Life and Fishery - Last synced: 26 Aug 2026 - Ranking: -Infinity

OasisPiWind

PiWind is a wind storm model for a small area of the UK.

Climate Change - Natural Hazard and Storms - Last synced: 25 Aug 2026 - Ranking: 6.7

PyCO2SYS

Marine carbonate system calculations in Python.

carbon-dioxide chemistry chemistry-solver co2sys marine-chemistry oceanography python seawater-carbonate-chemistry

Hydrosphere - Ocean Carbon and Temperature - Last synced: 26 Aug 2026 - Ranking: -Infinity

OMEGAlpes

Aims to be an energy systems modeling tool for linear optimization (LP, MILP).

Energy Systems - Energy System Modeling Frameworks - Last synced: 26 Aug 2026 - Ranking: -Infinity

FLAREr

Flexible, scalable, robust, and near-real time iterative ecological forecasts in lakes and reservoirs.

Hydrosphere - Freshwater and Hydrology - Last synced: 25 Aug 2026 - Ranking: -Infinity