Applying machine learning methods to detect convection using Geostationary Operational Environmental Satellite-16 (GOES-16) advanced baseline imager (ABI) data

<p>An ability to accurately detect convective regions is essential for initializing models for short-term precipitation forecasts. Radar data are commonly used to detect convection, but radars that provide high-temporal-resolution data are mostly available over land, and the quality of the dat...

Full description

Bibliographic Details
Main Authors: Y. Lee, C. D. Kummerow, I. Ebert-Uphoff
Format: Article
Language:English
Published: Copernicus Publications 2021-04-01
Series:Atmospheric Measurement Techniques
Online Access:https://amt.copernicus.org/articles/14/2699/2021/amt-14-2699-2021.pdf