A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

Oceananigans.jl

Fast and friendly fluid dynamics on CPUs and GPUs.

climate climate-change data-assimilation fluid-dynamics gpu julia machine-learning ocean

Hydrosphere - Ocean Models - Last synced: 26 Apr 2025 - Ranking: 19.2

MITgcm

A flexible non-hydrostatic formulation that efficiently simulates fluid phenomena over a wide range of scales.

automatic-differentiation climate-science data-assimilation exoplanets gfd mitgcm ocean-modelling

Hydrosphere - Ocean Models - Last synced: 26 Apr 2025 - Ranking: 16.5

ClimaAtmos.jl

A library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools.

climate data-assimilation fluid-dynamics julia machine-learning optimization

Atmosphere - Atmospheric Composition and Dynamics - Last synced: 26 Apr 2025 - Ranking: 12.9

PEcAn

The Predictive Ecosystem Analyzer is an integrated ecological bioinformatics toolbox.

bayesian cyberinfrastructure data-assimilation data-science ecosystem-model ecosystem-science forecasting meta-analysis national-science-foundation pecan plants r

Biosphere - Ecological and Environmental Modeling - Last synced: 26 Apr 2025 - Ranking: 11.9