This repository is supplemental material for the publication
Crawford, A. The Use of Gaussian Mixture Models with Atmospheric Lagrangian Particle Dispersion Models for Density Estimation and Feature Identification. Atmosphere 2020, 11, 1369.
https://www.mdpi.com/2073-4433/11/12/1369
https://github.com/noaa-oar-arl/monetio
https://github.com/noaa-oar-arl/monet
https://github.com/noaa-oar-arl/utilhysplit (v0.0)
- pandas
- xarray
- numpy
- matplotlib
- seaborn
Contains subdirectories with CONTROL and SETUP.CFG files for HYSPLIT runs.
The CONTROL file expects to find metdata in the Data directory.
The metdata is not included in the repository.
WRF dta can be obtained from the ARL archive https://www.ready.noaa.gov/archives.php.
ERA5 data can be obtained and converted to ARL format as described here https://github.com/amcz/hysplit_metdata.
Contains text files with observations for the tracer experiments.
Contains text files with model results for the tracer experiments.
Contains bash scripts for creating multi panel figures.
This notebook creates the panels for Figures 1 and 2. It also creates figures which are not shown in the paper.
This notebook creates Figure 3.
"This repository is a scientific product and is not official communication of the National Oceanic and Atmospheric Administration, or the United States Department of Commerce. All NOAA GitHub project code is provided on an 'as is' basis and the user assumes responsibility for its use. Any claims against the Department of Commerce or Department of Commerce bureaus stemming from the use of this GitHub project will be governed by all applicable Federal law. Any reference to specific commercial products, processes, or services by service mark, trademark, manufacturer, or otherwise, does not constitute or imply their endorsement, recommendation or favoring by the Department of Commerce. The Department of Commerce seal and logo, or the seal and logo of a DOC bureau, shall not be used in any manner to imply endorsement of any commercial product or activity by DOC or the United States Government."