A Deep Learning-Based Algorithm for Identifying Precipitation Clouds Using Fengyun-4A Satellite Observation Data

A Deep Learning-Based Algorithm for Identifying Precipitation Clouds Using Fengyun-4A Satellite Observation Data

Rapid and accurate identification of precipitation clouds from satellite observations is essential for the research of quantitative precipitation estimation and precipitation nowcasting. In this study, we proposed a novel Convolutional Neural Network (CNN)-based algorithm for precipitation cloud ide...

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Bibliographic Details
Main Authors: Guangyi Ma, Jie Huang, Yonghong Zhang, Linglong Zhu, Kenny Thiam Choy Lim Kam Sian, Yixin Feng, Tianming Yu
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Sensors
Subjects:
precipitation cloud identification
Fengyun-4A
nychthemeron
deep learning
Online Access:https://www.mdpi.com/1424-8220/23/15/6832

Internet

https://www.mdpi.com/1424-8220/23/15/6832

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