Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data

Overshooting tops can cause a variety of severe weather conditions, such as cloud-to-ground lightning, strong winds, and heavy rainfall, which can affect flight and ground operations. Many previous studies have developed overshooting top (OT) detection models. However, rather than identifying indivi...

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Bibliographic Details

Published in:	GIScience & Remote Sensing
Main Authors:	Miae Kim, Junghye Lee, Jungho Im
Format:	Article
Language:	English
Published:	Taylor & Francis Group 2018-09-01
Subjects:	overshooting cloud tops convolutional neural network deep learning himawari-8
Online Access:	http://dx.doi.org/10.1080/15481603.2018.1457201