Data Mining Tornadogenesis Precursors

Foss, Greg; McGovern, Amy; Potvin, Corey; Abram, Greg; Bowen, Anne; Hulkoti, Neena; Kaul, Arnav

Data Mining Tornadogenesis Precursors

Files

099-099.pdf (79.41 KB)

xsede16_foss_submission_202_final.mov (812.56 MB)

Date

2016

Authors

Foss, Greg
McGovern, Amy
Potvin, Corey
Abram, Greg
Bowen, Anne
Hulkoti, Neena
Kaul, Arnav

Publisher

The Eurographics Association

Abstract

We investigate the value of 3-D visualization to data mining techniques for identifying tornadogenesis precursors in supercell thunderstorm simulations. We've found results will assist defining storm objects extracted and input to the data mining. The video shows samples of updrafts, downdrafts, cold pools, and regions of strong vorticity.

        @inproceedings{10.2312:pgv.20161186
,
booktitle = {Eurographics Symposium on Parallel Graphics and Visualization
},
editor = {Enrico Gobbetti and Wes Bethel
},
title = {{Data Mining Tornadogenesis Precursors
}},
author = {Foss, Greg and 
McGovern, Amy and 
Potvin, Corey and 
Abram, Greg and 
Bowen, Anne and 
Hulkoti, Neena and 
Kaul, Arnav
},
year = {2016
},
publisher = {The Eurographics Association
},
ISSN = {1727-348X
},
ISBN = {978-3-03868-006-2
},
DOI = {10.2312/pgv.20161186
}
}