Research on Chlorophyll-a Water Quality Parameter Inversion Based on Multi-Scale Attention Fusion Network Model

SUN Bang-yong; GONG Kai-jie; YU Tao; BIE Qian-wen

doi:10.3964/j.issn.1000-0593(2025)04-1190-11

Spectroscopy and Spectral Analysis, Volume. 45, Issue 4, 1190(2025)

Research on Chlorophyll-a Water Quality Parameter Inversion Based on Multi-Scale Attention Fusion Network Model

SUN Bang-yong^1,2, GONG Kai-jie¹, YU Tao^2、*, and BIE Qian-wen³

¹Faculty of Printing, Packaging Engineering and Digital Media Technology, Xian University of Technology, Xian710048, China

²Key Laboratory of Spectral Imaging Technology, Xian Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xian710119, China

³TUV Rheinland (Guangdong) Co., Ltd., Guangzhou510700, China

show less

Abstract Get PDF(in Chinese)

References(8)

[4] [4] Cao Jiaju, Wen Xingping, Luo Dayou, et al. Journal of Spectroscopy， 2022： 394.

[6] [6] Pyo J C, Duan H, Baek S, et al. Remote Sensing of Environment, 2019, 233: 111350.

[9] [9] Hoge F E, Lyon P E. Journal of Geophysical Research: Oceans, 1996, 101(C7): 16631.

[10] [10] OReilly J E, Maritorena S, OBrien M C, et al. NASA Technical Memorandum—SeaWI FS Postlaunch Technical Report Series, 2000, 55(27): 1.

[11] [11] Mishra S, Mishra D R. Remote Sensing of Environment, 2012, 117: 394.

[22] [22] Zhang H, Ren X, Chen S, et al. Environmental Pollution, 2024, 0269: 7491.

[24] [24] Mohammad G Zamani, Mohammad Reza Nikoo, Ghazi Al-Rawas, et al. Journal of Environmental Management, 2024, 358: 120756.

[25] [25] Wang Xuefei, Wang Tingkai, Li Jiale. Engineering Applications of Artificial Intelligence, 2023: 0952: 1976.

Tools

Get Citation

Copy Citation Text

SUN Bang-yong, GONG Kai-jie, YU Tao, BIE Qian-wen. Research on Chlorophyll-a Water Quality Parameter Inversion Based on Multi-Scale Attention Fusion Network Model[J]. Spectroscopy and Spectral Analysis, 2025, 45(4): 1190

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Received: May. 7, 2024

Accepted: Apr. 24, 2025

Published Online: Apr. 24, 2025

The Author Email: YU Tao (yutao@opt.ac.cn)

DOI:10.3964/j.issn.1000-0593(2025)04-1190-11

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology