The relationship between the annual catch of bigeye tuna and climate factors and its prediction

The relationship between the annual catch of bigeye tuna and climate factors and its prediction

IntroductionIn order to explore the impact of climate factors on bigeye tuna catch, monthly data of nine climate factors, including El Niño-related indices (Niño1 + 2, Niño3, Niño4, and Niño3.4), Southern Oscillation Index (SOI), North Atlantic Oscillation (NAO), Pacific Decadal Oscillation (PDO),...

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Bibliographic Details
Main Authors: Peng Ding, Hui Xu, Xiaorong Zou, Shuyi Ding, Siqi Bai
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Marine Science
Subjects:
climate factors
bigeye tuna catch
machine learning model
prediction
SSA-XGBoost model
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2024.1344966/full
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