基于 SMOS 卫星数据的中印度洋盐度机器学习反演方法比较

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-02-08 DOI:10.1080/07038992.2023.2298575

Ziyi Gong, Hongchang He, Donglin Fan, You Zeng, Zhenhao Liu, Bozhi Pan

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摘要

本文选择印度洋中部（60°-95°E，0°-37°S）作为研究区域，并使用 Argo 盐度数据作为测量值。本文引入了 Catboost 算法，用于 ...

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Comparison of Machine Learning Inversion Methods for Salinity in the Central Indian Ocean Based on SMOS Satellite Data

In this paper, the central Indian Ocean (60°–95°E, 0°–37°S) has been selected as the research area, and Argo salinity data are used as the measured values. The Catboost algorithm is introduced for ...

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来源期刊

ACS Applied Bio Materials Chemistry-Chemistry (all)

CiteScore

9.40

自引率

2.10%

发文量

464