Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning

Skillful quantitative precipitation nowcasting (QPN) is important for predicting precipitation in the upcoming few hours and thus avoiding significant socioeconomic damage. Recent QPN studies have actively adopted deep learning (DL) to generate precipitation maps using sequences of ground radar data...

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Bibliographic Details
Main Authors: Daehyeon Han, Minki Choo, Jungho Im, Yeji Shin, Juhyun Lee, Sihun Jung
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:GIScience & Remote Sensing
Subjects:
Online Access:http://dx.doi.org/10.1080/15481603.2023.2203363