Optimization of the k-nearest-neighbors model for summer Arctic Sea ice prediction

The Arctic sea ice plays a significant role in climate-related processes and has a considerable effect on humans, however accurately predicting the Arctic sea ice concentration is still challenging. Recently, with the rise and development of artificial intelligence, big data technology, machine lear...

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Bibliographic Details

Published in:	Frontiers in Marine Science
Main Authors:	Yongcheng Lin, Qinghua Yang, Xuewei Li, Chao-Yuan Yang, Yiguo Wang, Jiuke Wang, Jingwen Liu, Sizhe Chen, Jiping Liu
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2023-10-01
Subjects:	sea ice prediction summer Arctic machine learning KNN optimization
Online Access:	https://www.frontiersin.org/articles/10.3389/fmars.2023.1260047/full