earth2mip

Model Comparator

An AI framework for comparing and evaluating weather and climate models

Earth-2 Model Intercomparison Project (MIP) is a python framework that enables climate researchers and scientists to inter-compare AI models for weather and climate.

GitHub

201 stars
4 watching
47 forks
Language: Python
last commit: 3 months ago
Linked from 2 awesome lists

climatedeep-learningweather

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
nvidia/earth2studio A Python-based framework for building and deploying AI-driven weather and climate workflows 98
jbusecke/xmip A package for preprocessing and analyzing CMIP6 climate model data in Python using Pangeo tools. 198
mila-iqia/climate-cooperation-competition A competition framework to model global climate cooperation through simulation and agent-based modeling 37
ai2cm/pace An implementation of the FV3GFS / SHiELD atmospheric model in Python 37
ai2cm/ace An open-source Python implementation of a climate prediction model utilizing learned global atmospheric simulations 51
tuw-geo/ecmwf_models Provides tools for accessing and processing ECMWF reanalysis data 38
columncolab/emc2 A framework for comparing atmospheric model and observational column data 10
mjucker/mima An intermediate-complexity General Circulation Model with interactive water vapor and full radiation for atmospheric modeling 33
pcmdi/cmor Tools and utilities to process climate model output data from CMIP6 experiments. 53
jannishoch/copro Develops machine-learning models to predict conflict risk from climate and environmental factors. 7
metno/pyaerocom Tools for evaluating climate and air quality models using Earth observation data. 26
escomp/cmeps Tools and components for coupling Earth system models in climate prediction systems. 24
climdyn/qgs A flexible Python framework for simulating the dynamics of atmospheric models in midlatitudes 35
rubisco-sfa/ilamb Software for comparing earth system models with reference data products, presenting results in web pages. 46
oms-netzero/fair A climate modeling framework designed to simulate global temperature changes based on various input scenarios. 131