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RepoLocationDescription
ADFhttps://github.com/NCAR/ADFAtmosphere Model Working Group (AMWG) Diagnostics Framework (ADF). Output evaluation for climate-scale simulations and benchmarking.
MELODIES MONET

https://github.com/NOAA-CSL/MELODIES-MONET/

Citation: https://doi.org/10.5281/zenodo.15776660

Evaluating model output against a variety of measurements: surface, aircraft and ground-based and space-based remote sensing. https://melodies-monet.readthedocs.io
MUSICA-Toolshttps://github.com/NCAR/MUSICA-ToolsCombined repository for processing tools associated with chemistry modeling at NSF NCAR. Includes Jupyter Notebook examples. One collection of code is used for model input processing: Input Processing Tools (IPT). Includes Jupyter Notebook examples. Also stores the codebase for ViValDi-A   This is also the store location for the vivaldi-A codebase.
vivaldiViValDi-Ahttps://pypi.org/project/vivaldi-a/A Python package that includes processing tools for model input and output, such as regridding and plotting unstructured grid output. 
IPThttps://github.com/NCAR/IPTLegacy code, written mainly in NCAR Command Language, for processing atmospheric chemistry modeling input. **No longer updated**  New versions in MUSICA-Tools.
IPTpyhttps://github.com/envdes/IPTpy/tree/mainDeveloped by University of Manchester. Python tools for processing model input.
FINNhttps://github.com/NCAR/finn

Fire Inventory from NCAR (FINN) Preprocessor and Emission Estimator, a fire emissions inventory that provides publicly available emissions of trace gases and aerosols. 

Unstructured Grid Plotterhttps://github.com/warrensmith108/Unstructured_Grid_Plotter

Plot model output from configurations that use unstructured grids, particularly designed for plotting chemical species from MUSICA (CAM-Chem with regional refinement) simulations.

Static Repositories

These collections are a snapshot of code and are not typically updated past their intended use. Code described here is used for purposes such as tutorials, manuscripts and model inter-comparison preparation.

RepoLocationDescription
CMIP6 Processinghttps://github.com/lkemmons/cesm-cmip6-emissionsClimate Model Inter-comparison Project version 6.
CMIP7 Processinghttps://github.com/NCAR/CMIP7_inputdata_processingClimate Model Inter-comparison Project version 7.
HTAP3 Processinghttps://github.com/rrbuchholz/htap3-fireinput-processing

Processing emissions for the HTAP3 OPNS and Fires inter-comparison

project.
2021 MUSICAV0 Tutorialhttps://github.com/NCAR/musica-tutorialExample Jupyter notebook files and functions for the first MUSICA tutorial on November 12, 2021.
2024 MUSICAV0 Tutorialhttps://github.com/jzhan166/MUSICAv0_Nanjing_tutorial_2024This repository is created for the MUSICAv0 tutorial in Nanjing on Sep 20-21, 2024.
High Resolution QFED processing

https://github.com/rrbuchholz/hires-qfed-process

Citation: https://zenodo.org/records/11051423

Processing Quick Fire Emissions Dataset (QFED) version 2.6 R1 fire emissions, created by NASA, and applying conversion factors for use in CESM simulations with atmospheric chemistry.