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This page describes code that is used to process atmospheric chemistry modeling input or output as well as observations, for analysis and visualization.

Living Repositories

These code collections are being added to and updated.

Repo
Repo Name
LocationDescription
ADFhttps://github.com/NCAR/ADFAtmosphere Model Working Group (AMWG) Diagnostics Framework (ADF). Output evaluation for climate-scale simulations and benchmarking.
MELODIES MONEThttps://github.com/NOAA-CSL/MELODIES-MONET/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 ViValDi
  This is also the store location for the vivaldi-A codebase.
vivaldi-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 **No longer updated**
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. 

Static Repositories

: These repos collections are a snapshot of code and are not typically updated past their intended use. These code collections are Code described here is used for purposes such as tutorials, manuscripts and model intercomparisonsinter-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.
HTAP
HTAP3 Processinghttps://github.com/rrbuchholz/htap3-
fire
input-processingProcessing emissions for the HTAP3 OPNS and Fires inter-comparison
project
projects.
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.