The Identification and Prediction in Abundance Variation of Atlantic Cod via Long Short-Term Memory With Periodicity, Time–Frequency Co-movement, and Lead-Lag Effect Across Sea Surface Temperature, Sea Surface Salinity, Catches, and Prey Biomass From 1919 to 2016

The Identification and Prediction in Abundance Variation of Atlantic Cod via Long Short-Term Memory With Periodicity, Time–Frequency Co-movement, and Lead-Lag Effect Across Sea Surface Temperature, Sea Surface Salinity, Catches, and Prey Biomass From 1919 to 2016

The population of Atlantic cod significantly contributes to the prosperity of fishery production in the world. In this paper, we quantitatively investigate the global abundance variation in Atlantic cod from 1919 to 2016, in favor of spatiotemporal interactions over manifold impact factors at local...

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Bibliographic Details
Main Authors: Rui Nian, Qiang Yuan, Hui He, Xue Geng, Chi-Wei Su, Bo He, Amaury Lendasse
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Marine Science
Subjects:
wavelet analysis
Atlantic cod abundance
sea surface temperature
Atlantic cod catches
prey biomass
sea surface salinity
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2021.665716/full

Internet

https://www.frontiersin.org/articles/10.3389/fmars.2021.665716/full

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