Performance Evaluation of Gradient Descent Optimizers in Estuarine Turbidity Estimation with Multilayer Perceptron and Sentinel-2 Imagery

Accurate monitoring of estuarine turbidity patterns is important for maintaining aquatic ecological balance and devising informed estuarine management strategies. This study aimed to enhance the prediction of estuarine turbidity patterns by enhancing the performance of the multilayer perceptron (MLP...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Naledzani Ndou, Nolonwabo Nontongana
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2024-10-01
Schriftenreihe:	Hydrology
Schlagworte:	estuary turbidity Sentinel-2 imagery multilayer perceptron stochastic gradient descent momentum gradient descent
Online-Zugang:	https://www.mdpi.com/2306-5338/11/10/164
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