Acta Optica Sinica, Volume. 45, Issue 12, 1201001(2025)
Subsurface CDOM Vertical Distribution Inversion in Ocean Based on Multi-Source Remote Sensing Data
[2] Liang J, Jiang T, Wei S Q et al. Absorption and fluorescence characteristics of dissolved organic matter (DOM) in rainwater and sources analysis in summer and winter season[J]. Environmental Science, 36, 888-897(2015).
[3] Pan D L, Liu Q, Bai Y. Progress in remote sensing of DOC: based on the analysis of conservative behaviors of DOC and CDOM in global large rivers estuaries[J]. Acta Oceanologica Sinica, 34, 1-11(2012).
[6] Xie Y Q, Yuan D S, Fan C et al. Precipitable water vapor retrieval based on near-infrared channel data from FengYun-3G satellite/medium resolution spectral imager-rainfall mission[J]. Acta Optica Sinica, 44, 1201014(2024).
[7] Yu G, Fu D Y, Zhong Y F et al. Remote sensing retrieval of colored dissolved organic matter in Zhanjiang coastal area[J]. Journal of Guangdong Ocean University, 41, 55-62(2021).
[8] Sun D Y, Li Y M, Wang Q et al. Remote sensing retrieval of CDOM concentration in Lake Taihu with hyper-spectral data and neural network model[J]. Geomatics and Information Science of Wuhan University, 34, 851-855(2009).
[9] Sun L, Jiang J G, Zhu W N. Remote sensing inversion and daily variation of CDOM based on GOCI in the Changjiang Estuary and adjacent waters[J]. Acta Oceanologica Sinica, 39, 133-145(2017).
[10] Xing X G, Zhao D Z, Hervé C et al. Observations on seasonal variations of colored dissolved organic matter (CDOM) subsurface maximum in the Mediterranean Sea[J]. Acta Oceanologica Sinica, 35, 35-42(2013).
[11] Yan H Q, Hong M, Zhang R et al. Overview of ocean surface-subsurface inversion and reconstruction methods[J]. Marine Information, 31, 1-8(2016).
[12] Han M X, Feng Y, Zhao X L et al. A convolutional neural network using surface data to predict subsurface temperatures in the Pacific Ocean[J]. IEEE Access, 7, 172816-172829(2816).
[15] Wang J, Zhang J, Wang J. Quality assessment of spaceborne microwave radiometer Aquarius data product based on Argo buoy data[J]. Acta Oceanologica Sinica, 37, 46-53(2015).
[16] Zhang T Y, Su H, Yang X et al. Remote sensing prediction of global subsurface thermohaline and the impact of longitude and latitude based on LightGBM[J]. Journal of Remote Sensing, 24, 1255-1269(2020).
[22] Chen J, Wang B J, Sun J H et al. Study on colored dissolved organic matter concentration retrieved from landsat/TM imagery at Taihu Lake[J]. Spectroscopy and Spectral Analysis, 31, 34-38(2011).
[23] Jin Z P, Mao F, Cheng Q et al. Application of gradient boosting regression tree in CDOM inversion of Qiandao Lake[J]. Remote Sensing Information, 37, 110-118(2022).
[28] Zhu W J, Shen F, Hong G L. Optical characteristics of colored dissolved organic material (CDOM) in Yangtze Estuary[J]. Environmental Science, 31, 2292-2298(2010).
Get Citation
Copy Citation Text
Beibei Xie, Wang Gao, Yingjie Wang, Kaijie Ma, Xiuzhi Kong. Subsurface CDOM Vertical Distribution Inversion in Ocean Based on Multi-Source Remote Sensing Data[J]. Acta Optica Sinica, 2025, 45(12): 1201001
Category: Atmospheric Optics and Oceanic Optics
Received: Jul. 28, 2024
Accepted: Nov. 24, 2024
Published Online: Mar. 26, 2025
The Author Email: Beibei Xie (beibeixie@ysu.edu.cn)
CSTR:32393.14.AOS241370