Retrieval of Subsurface Velocities in the Southern Ocean from Satellite Observations

Determining the dynamic processes of the subsurface ocean is a critical yet formidable undertaking given the sparse measurement resources available presently. In this study, using the light gradient boosting machine algorithm (LightGBM), we report for the first time a machine learning strategy for r...

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發表在:	Remote Sensing
Main Authors:	Liang Xiang, Yongsheng Xu, Hanwei Sun, Qingjun Zhang, Liqiang Zhang, Lin Zhang, Xiangguang Zhang, Chao Huang, Dandan Zhao
格式:	Article
語言:	英语
出版:	MDPI AG 2023-12-01
主題:	subsurface velocity light gradient boosting machine (LightGBM) The Southern Ocean satellite observations long-term variability
在線閱讀:	https://www.mdpi.com/2072-4292/15/24/5699