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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...

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Principais autores: Naledzani Ndou, Nolonwabo Nontongana
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2024-10-01
Serier:Hydrology
Fag:
estuary
turbidity
Sentinel-2 imagery
multilayer perceptron
stochastic gradient descent
momentum gradient descent
Online adgang:https://www.mdpi.com/2306-5338/11/10/164
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