XGBoost-Based Inversion of Phytoplankton Pigment Concentrations from Field Measured Fluorescence Excitation Spectra

Linqi Wang; Shengqiang Wang; Deyong Sun; Junsheng Li; Yuanli Zhu; Yongjiu Xu; Hailong Zhang

doi:10.3788/AOS202242.1830002

Acta Optica Sinica, Volume. 42, Issue 18, 1830002(2022)

XGBoost-Based Inversion of Phytoplankton Pigment Concentrations from Field Measured Fluorescence Excitation Spectra

Linqi Wang¹, Shengqiang Wang^1,2、*, Deyong Sun¹, Junsheng Li², Yuanli Zhu³, Yongjiu Xu⁴, and Hailong Zhang¹

Author Affiliations

¹School of Marine Sciences, Nanjing University of Information Science and Technology, Nanjing 210044, Jiangsu, China

²State Key Laboratory of Remote Sensing Science, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100101, China

³Second Institute of Oceanography, MNR, Hangzhou 310012, Zhejiang, China

⁴School of Fishery, Zhejiang Ocean University, Zhoushan 316022, Zhejiang, China

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Linqi Wang, Shengqiang Wang, Deyong Sun, Junsheng Li, Yuanli Zhu, Yongjiu Xu, Hailong Zhang. XGBoost-Based Inversion of Phytoplankton Pigment Concentrations from Field Measured Fluorescence Excitation Spectra[J]. Acta Optica Sinica, 2022, 42(18): 1830002

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Paper Information

Category: Spectroscopy

Received: Jan. 18, 2022

Accepted: Feb. 28, 2022

Published Online: Sep. 15, 2022

The Author Email: Wang Shengqiang (shengqiang.wang@nuist.edu.cn)

DOI:10.3788/AOS202242.1830002

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