1 code implementation • 13 Oct 2023 • Randy J. Chase, Amy McGovern, Cameron Homeyer, Peter Marinescu, Corey Potvin
Updraft proxies, like overshooting top area from satellite images, have been linked to severe weather hazards but only relate to a limited portion of the total storm updraft.
2 code implementations • 31 Oct 2022 • Randy J. Chase, David R. Harrison, Gary Lackmann, Amy McGovern
In order to fill the dearth of resources covering neural networks with a meteorological lens, this paper discusses machine learning methods in a plain language format that is targeted for the operational meteorological community.
1 code implementation • 15 Apr 2022 • Randy J. Chase, David R. Harrison, Amanda Burke, Gary M. Lackmann, Amy McGovern
Recently, the use of machine learning in meteorology has increased greatly.