Prediction of fish (Coilia nasus) catch using spatiotemporal environmental variables and random forest model in a highly turbid macrotidal estuary

Prediction of fish (Coilia nasus) catch using spatiotemporal environmental variables and random forest model in a highly turbid macrotidal estuary

Fish populations in estuaries are declining due to the changes in environmental conditions and fishing pressures. The estuarine fish behaviour is highly variable, influenced by both upstream fluvial and downstream tidal conditions. This study aims to predict the catch per unit effort (CPUE) of the J...

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Bibliographic Details
Main Authors: Vishal Singh Rawat, Gubash Azhikodan, Katsuhide Yokoyama
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:Ecological Informatics
Subjects:
CPUE
Fisheries management
Fish catch prediction
Salinity
SSC
Temperature
Online Access:http://www.sciencedirect.com/science/article/pii/S1574954125000573
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