ClimaAtmos.jl
Atmospheric model library
A Julia package for building atmospheric circulation models leveraging data assimilation and machine learning tools.
ClimaAtmos.jl is a library for building atmospheric circulation models that is designed from the outset to leverage data assimilation and machine learning tools. We welcome contributions!
85 stars
9 watching
19 forks
Language: Julia
last commit: 4 months ago
Linked from 1 awesome list
climatedata-assimilationfluid-dynamicsjuliamachine-learningoptimization
protontypes/open-sustainable-technologyRelated projects:
| Repository | Description | Stars |
|---|---|---|
| clima/turbulenceconvection.jl | A single-column atmospheric model framework for testing cloud and turbulence parameterizations | 34 |
| clima/rrtmgp.jl | A Julia implementation of a radiative transfer model used in general circulation models | 60 |
| clima/oceananigans.jl | Software for fast and flexible finite volume simulations of fluid dynamics on CPUs and GPUs | 1,008 |
| clima/lesbrary.jl | A framework for generating and archiving large eddy simulation data to support climate modeling research | 29 |
 juliaclimate/climatetools.jl | A package of tools for analyzing and processing climate data in Julia. | 118 |
 gaelforget/climatemodels.jl | An interface to climate models and tracked workflow framework | 43 |
| juliaclimate/inmet.jl | A Julia package providing API access to climate data from the Instituto Nacional de Metereologia (INMET). | 16 |
| juliaclimate/stac.jl | An experimental implementation of an STAC client in Julia | 29 |
| clima/calibrateedmf.jl | A package to calibrate atmospheric turbulence and convection parameterizations using ensemble Kalman methods | 22 |
| juliaclimate/climatesatellite.jl | Downloads climate satellite data and performs basic analysis | 43 |
 climatemargo/climatemargo.jl | An idealized climate-economic modelling framework using Julia that optimizes trade-offs between emissions mitigation, adaptation, carbon dioxide removal, and geoengineering. | 68 |
| juliaclimate/climatebase.jl | A package providing tools for analyzing and manipulating climate data, handling its unique spatial-temporal dimensions. | 40 |
| gaelforget/mitgcm.jl | An interface to the MITgcm climate model that enables users to analyze and interact with its output | 32 |
 mjucker/mima | An intermediate-complexity General Circulation Model with interactive water vapor and full radiation for atmospheric modeling | 34 |
 odinn-sciml/odinn.jl | An open-source Julia package that combines mechanistic models and machine learning to simulate climate-glacier interactions | 73 |