Tropical Cyclone Intensity Estimation Using Multidimensional Convolutional Neural Network From Multichannel Satellite Imagery
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2021.3134007
Abstract: Estimating tropical cyclone (TC) intensity is the first step in the processes of monitoring and predicting destructive TC disasters. Due to the dilemma of meteorological methods, accurate estimation of TC intensity is a long-term challenge.… read more here.
Keywords: tropical cyclone; multichannel satellite; intensity estimation; estimation ... See more keywords
MCSIP Net: Multichannel Satellite Image Prediction via Deep Neural Network
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Geoscience and Remote Sensing"
DOI: 10.1109/tgrs.2019.2955538
Abstract: Satellite image prediction is important in weather nowcasting. In this article, we propose a novel multichannel satellite image prediction network (MCSIP Net) for predicting satellite images. The proposed MCSIP Net consists of three parts such… read more here.
Keywords: image prediction; mcsip net; multichannel satellite; satellite image ... See more keywords