Modular Ocean Model

We present the NASA Ames Legacy Mars Global Climate Model for public release. This model uses a modified version of the ARIES/GEOS dynamical core coupled with a set of Mars physics packages to simulate the martian climate. The physics packages include the treatment of surface properties, a ground temperature model, a planetary boundary layer sch…

Integrated Methane Inversion workflow repository.

Implementation of the FV3GFS / SHiELD atmospheric model in Python

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

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

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).

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.

Climate Modeling with Neural Advection-Diffusion Equation, Springer KAIS

Climate Modeling with Neural Diffusion Equation, ICDM'21

A project on emulating an aerosol microphysics model, including physical constraints in the Deep Learning architecture.

A python script to access, visualize and extract time series of CRU long-term climate data at discrete locations

A powerful Jupyter-based toolkit for analyzing and visualizing Geos-Chem atmospheric chemistry model outputs. Supports both NetCDF and BPCH formats with interactive visualizations and custom colormaps.

Repo for creating machine learning emulators for simplified physics schemes in climate models.

A Novel Clustered Support Vector Machine with Reduced Support Vectors for Big Data Classification

Quantifying accuracy drawbacks across various 1d and 0d methods of modelling large-scale Earth systems and interpreting results through the lens of spectroscopy, radiative transfer and thermodynamics.

This Python script models spatial glacier retreat by applying area reduction percentages to glacier geometries in a shapefile. It supports multiple SSP climate scenarios (e.g. SSP245, SSP585) across future years like 2024 and 2100. Designed for researchers and policymakers needing visual insight into climate-driven glacier changes.

Code for analyzing Solar changes in global climate models

Part III Project

Singularity containers for using GEOS fixtures.