A Novel Optimal Layout Method for Rain Gauge Network Based on Mutual Information Entropy and Deep Learning Model

Rain gauge networks are the core infrastructure for hydrological and water resource monitoring, flood control and disaster mitigation early warning, and water resource planning and regulation. The rationality of their layout directly determines the accuracy, representativeness, and economy of region...

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Bibliographic Details

Published in:	Sensors
Main Authors:	Yanyan Huang, Xin Lu, Han Luo, Bin Liu, Rui Wang
Format:	Article
Language:	English
Published:	MDPI AG 2026-06-01
Subjects:	rain gauge network optimization remote sensing precipitation data CNN-LSTM model mutual information entropy hybrid optimization algorithm upper reaches of the Tuojiang River
Online Access:	https://www.mdpi.com/1424-8220/26/11/3532