Retrieval of Subsurface Velocities in the Southern Ocean from Satellite Observations

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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Bibliographic Details
Main Authors: Liang Xiang, Yongsheng Xu, Hanwei Sun, Qingjun Zhang, Liqiang Zhang, Lin Zhang, Xiangguang Zhang, Chao Huang, Dandan Zhao
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Remote Sensing
Subjects:
subsurface velocity
light gradient boosting machine (LightGBM)
The Southern Ocean
satellite observations
long-term variability
Online Access:https://www.mdpi.com/2072-4292/15/24/5699

Internet

https://www.mdpi.com/2072-4292/15/24/5699

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