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.
201 stars
4 watching
47 forks
Language: Python
last commit: 3 months ago
Linked from 2 awesome lists
climatedeep-learningweather
protontypes/open-sustainable-technology
jaychempan/awesome-lwmsRelated 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 | Provides a fast and skillful learned global atmospheric model for climate prediction | 55 |
 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 |