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.