Exploring the Habitat Distribution of <i>Decapterus macarellus</i> in the South China Sea Under Varying Spatial Resolutions: A Combined Approach Using Multiple Machine Learning and the MaxEnt Model

Exploring the Habitat Distribution of <i>Decapterus macarellus</i> in the South China Sea Under Varying Spatial Resolutions: A Combined Approach Using Multiple Machine Learning and the MaxEnt Model

The selection of environmental variables with different spatial resolutions is a critical factor affecting the accuracy of machine learning-based fishery forecasting. In this study, spring-season survey data of <i>Decapterus macarellus</i> in the South China Sea from 2016 to 2024 were us...

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Bibliographic Details
Main Authors: Qikun Shen, Peng Zhang, Xue Feng, Zuozhi Chen, Jiangtao Fan
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Biology
Subjects:
<i>Decapterus macarellus</i>
spatial resolution
machine learning
SHAP
MaxEnt
Online Access:https://www.mdpi.com/2079-7737/14/7/753
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