land-surface-model 开源项目推荐（20 个）

ESCOMP /CTSM

社区陆地系统模型（包括CESM的社区土地模型）

CliMA /Land

Everything within the Land model (Soil Plant Atmosphere Module, Land Hydrology, etc)

CliMA /ClimaLand.jl

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

NumericalEarth /Terrarium.jl

A framework for building next-generation differentiable and GPU-accelerated land and ecosystem models in Julia.

UMEP-dev /SUEWS

Surface Urban Energy and Water Balance Scheme

TEB-model /teb

🏘️ The Town Energy Balance (TEB) model software and platform

ESMWG /NoahMP

The Noah with multiparameterization options (NoahMP) land surface model

UMEP-dev /SuPy

SUEWS that speaks Python

HPSCTerrSys /eCLM

Community Land Model v5.0 的分支

dsval /rsplash

rsplash is the R implementation of the Simple process-led algorithms for simulating habitats (SPLASH v.2.0), which comprises robust formulations to compute energy and water fluxes. This R package, wrapping the C++ code, is intended to provide simulations either at site-scale or spatially-distributed, when the grid functionality is used

EDmodel /ED-MORE

ED-MORE, a Modular, Open, Reproducible, and Extensible Ecosystem Demography model for terrestrial biosphere dynamics

ktwu01 /Noah-MP-Evaluation

Noah-MP and Noah-MP-PHS Evaluation

AdrienDams /cegio

CTSM Evaluation with Grid based and In-situ based Observations and reanalysis products on an arctic domain

UoM-maul1609 /dynamical-cloud-model

A dynamical model to simulate turbulence. Licensed under the MIT License.

HPSCTerrSys /pdaf

Parallel Data Assimilation Framework, pre-patched for TSMP-PDAF

kardaneh /RTnn

RTnn: Radiative Transfer Neural Networks for Climate Science - PyTorch framework for emulating radiative transfer

MahmoudMbarak /NoahMP-AI

PyTorch U-Net bias-correction layer for the Noah-MP land surface model — predicts SMAP satellite soil moisture during droughts and hurricanes. Code for Mbarak et al., Machine Learning: Earth (2026).

DarriEy /CLM.jl

Differentiable Julia port of the Community Land Model (CLM5) — AD-ready, GPU-designed, 15K+ tests

AJFMAHFOUF /1D_BOUNDARY_LAYER_MODEL

Single column model for atmospheric boundary layer coupled to a multi-layer soil scheme with a vegetation layer

HPSCTerrSys /containers

Dockerfiles for images hosted at HPSCTerrSys DockerHub repository.