climate-modeling 开源项目推荐（80 个）

mom-ocean /MOM6

Modular Ocean Model

CliMA /ClimaAtmos.jl

GPU-capable global atmosphere model of the CliMA Earth System Model, designed for calibration with data assimilation and machine learning

CliMA /ClimaCore.jl

GPU-capable dynamical core for the CliMA Earth System Model: spectral-element and finite-difference discretization tools

CliMA /ClimaLand.jl

Modular, GPU-capable land surface model of the CliMA Earth System Model, designed for data-driven parameterizations

CliMA /CloudMicrophysics.jl

GPU-capable cloud microphysics and aerosol parameterizations for the CliMA Earth System Model

CliMA /ClimaTimeSteppers.jl

GPU-ready IMEX and multirate ODE solvers for large-scale scientific models

nasa /legacy-mars-global-climate-model

我们向公众展示NASA艾姆斯遗产火星全球气候模型。该模型使用经过修改的ARIES/GEOS动力学核心，结合一组火星物理软件来模拟火星气候。物理软件包包括表面性质处理、地温模型、行星边界层方案、水和二氧化碳升华/凝结物理、水冰云微物理方案、示踪剂传输的矩法、半交互式尘埃跟踪方案，以及基于相关K的双流辐射传输代码。

geoschem /integrated_methane_inversion

Integrated Methane Inversion workflow repository.

ai2cm /pace

Implementation of the FV3GFS / SHiELD atmospheric model in Python

CliMA /ClimaParams.jl

Centralized parameter and physical-constant management for the CliMA Earth system modeling ecosystem

Rose-STL-Lab /spherical-dyffusion

[NeurIPS 24] Probablistic Emulation of a Global Climate Model with Spherical DYffusion

CliMA /SurfaceFluxes.jl

GPU-capable surface fluxes between atmosphere, ocean, and land via Monin-Obukhov Similarity Theory

jeehyunHwang /Neural-Diffusion-Equation

NDE: Climate Modeling with Neural Diffusion Equation, ICDM'21

CliMA /Insolation.jl

Fast, accurate solar geometry and top-of-atmosphere insolation for climate science and Earth system models.

kardaneh /IPSL-AID

IPSL-AID is a high-performance research framework for climate data downscaling based on diffusion models, designed for GPU clusters and HPC systems.

DanielGetter /Downscaling_SRCNN

Code repository associated with "Statistical treatment of convolutional neural network super-resolution of inland surface wind for subgrid-scale variability quantification" (Getter, Bessac, Rudi, Feng).

JuliaDynamics /ConceptualClimateModels.jl

ConceptualClimateModels.jl is a Julia package for creating and analysing conceptual models of climate, such as energy balance models, glaciation cycle models, or climate tipping models.

alcf-lidar /alcf

Automatic Lidar and Ceilometer Processing Framework (ALCF) – atmospheric lidar simulator and data processing command-line tool and Python package

CliMA /RootSolvers.jl

Robust, GPU-capable root-finding for nonlinear equations, with broadcasting over abstract array types

CliMA /ClimaCalibrate.jl

Ensemble-based calibration of model parameters, from a laptop to an HPC cluster with the same code