Published June 1, 2022 | Version 1.0
Dataset Open

Sample ECCOH OH Parameterization

  • 1. University of Maryland, Baltimore County
  • 2. Morgan State University
  • 3. University of Maryland, College Park
  • 4. NASA Goddard Space Flight Center

Description

A sample parameterization of OH for July created to be used with the ECCOH module of the GEOS Earth System Model.  The methodology to generate the parameterization is described in detail in the GMD article "A Machine Learning Methodology for the Generation of a Parameterization of the Hydroxyl Radical".  The parameterization is included as an example and should not be used for research purposes without consulting the publication and/or the authors.  We have also included the dataset used to train the parameterization (OHParameterization_TrainingSet_1980_2019_M07.dat) as well as the training targets (OHParameterization_Targets_1980_2019_M07.dat).  The training data are from the NASA MERRA2 GMI simulation (https://acd-ext.gsfc.nasa.gov/Projects/GEOSCCM/MERRA2GMI/).  The scripts used to generate the training dataset and the parameterization can be found at https://zenodo.org/record/6046037. 

Files

Files (1.9 GB)

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md5:ac5661a8155541459c92185470bebf6d
301.5 MB Download
md5:0f165f0d06f3164e73e08e5f09627de8
58.2 MB Download
md5:92b00c54fda46d521549ca65ad5e04e5
1.6 GB Download

Additional details

Related works

Is compiled by
Software: https://zenodo.org/record/6046037 (URL)
Is referenced by
Journal article: 10.5194/gmd-2022-44 (DOI)