Relationship between Resource Distribution and Vertical Structure of Water Temperature of Purpleback Flying Squid (<i>Sthenoteuthis oualaniensis</i>) in the Northwest Indian Ocean Based on GAM and GBT Models

Relationship between Resource Distribution and Vertical Structure of Water Temperature of Purpleback Flying Squid (<i>Sthenoteuthis oualaniensis</i>) in the Northwest Indian Ocean Based on GAM and GBT Models

The Northwest Indian Ocean is a key fishing ground for China’s pelagic fisheries, with the purpleback flying squid being a significant target. This study uses commercial fishing logs of the Indian Ocean between 2015 and 2021, alongside pelagic seawater temperature and its vertical temperature differ...

Full description

Bibliographic Details
Main Authors: Chen Shang, Haibin Han, Junlin Chen, Fenghua Tang, Wei Fan, Heng Zhang, Xuesen Cui
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Journal of Marine Science and Engineering
Subjects:
generalized additive model
Northwest Indian Ocean
gradient boosted trees
<i>Sthenoteuthis oualaniensis</i>
fishing ground prediction
Online Access:https://www.mdpi.com/2077-1312/11/9/1800

Similar Items

Similar Items