Estimation of sound speed profiles based on remote sensing parameters using a scalable end-to-end tree boosting model

Estimation of sound speed profiles based on remote sensing parameters using a scalable end-to-end tree boosting model

IntroductionIn underwater acoustic applications, the three-dimensional sound speed distribution has a significant impact on signal propagation. However, the traditional sound speed profile (SSP) measurement method requires a lot of manpower and time, and it is difficult to popularize. Satellite remo...

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Bibliographic Details
Main Authors: Zhenyi Ou, Ke Qu, Min Shi, Yafen Wang, Jianbo Zhou
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Marine Science
Subjects:
sound speed profile
remote sensing data
XGBoost
Argo profiles
the South China Sea
Online Access:https://www.frontiersin.org/articles/10.3389/fmars.2022.1051820/full

Internet

https://www.frontiersin.org/articles/10.3389/fmars.2022.1051820/full

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