Three-Dimensional Gridded Radar Echo Extrapolation for Convective Storm Nowcasting Based on 3D-ConvLSTM Model

Radar echo extrapolation has been widely developed in previous studies for precipitation and storm nowcasting. However, most studies have focused on two-dimensional radar images, and extrapolation of multi-altitude radar images, which can provide more informative and visual forecasts about weather s...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Nengli Sun, Zeming Zhou, Qian Li, Jinrui Jing
Format:	Article
Language:	English
Published:	MDPI AG 2022-08-01
Subjects:	convective storm nowcasting 3D radar echo extrapolation deep learning 3D spatial features 3D-ConvLSTM
Online Access:	https://www.mdpi.com/2072-4292/14/17/4256