Relationship Between Multi-Factors and Short-Term Changes in Fishery Resources

The objective of this research is to explore the relationships among various multidimensional factor groups and the density of fishery resources of ecosystems in offshore waters and to expand the application of deep machine learning algorithm in this field. Based on XGBoost and random forest algorit...

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Bibliographic Details
Main Authors: Mingshuai Sun, Xianyong Zhao, Yancong Cai, Kui Zhang, Zuozhi Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-06-01
Series:Frontiers in Marine Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2021.693950/full