Researching | Field prototype for rapid classification of suspended particles in water based on polarized light scattering and fluorescence measurement

Journals >Infrared and Laser Engineering >Volume 52 >Issue 9 >Page 20230030 > Article

Infrared and Laser Engineering
Vol. 52, Issue 9, 20230030 (2023)

Field prototype for rapid classification of suspended particles in water based on polarized light scattering and fluorescence measurement

Zhihang Xiong^1,2, Haoji Mai¹, Zhuangfan Huang¹, Jingteng Li¹..., Peitao Sun¹, Jialin Wang¹, Yongtao Xie¹, Zixi He¹, Yaguang Zeng¹, Hongjian Wang², Zhiming Guo², Ran Liao^2,3,* and Hui Ma^2,3|Show fewer author(s)

Author Affiliations

¹School of Physics and Optoelectronic Engineering, Foshan University, Foshan 528000, China

²Institute for Ocean Engineering, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China

³Guangdong Research Center of Polarization Imaging and Measurement Engineering Technology, Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China

show less

DOI: 10.3788/IRLA20230030 Cite this Article

Zhihang Xiong, Haoji Mai, Zhuangfan Huang, Jingteng Li, Peitao Sun, Jialin Wang, Yongtao Xie, Zixi He, Yaguang Zeng, Hongjian Wang, Zhiming Guo, Ran Liao, Hui Ma. Field prototype for rapid classification of suspended particles in water based on polarized light scattering and fluorescence measurement[J]. Infrared and Laser Engineering, 2023, 52(9): 20230030 Copy Citation Text

show less

References

[1] Y Chen, H Wang, R Liao, et al. Rapidly measuring scattered polarization parameters of the individual suspended particle with continuously large angular range. Biosensors, 12, 321-336(2022).

[2] Kaidi Zhang, Anchun Li, Jin Zhang, et al. Seasonal variations in the surficial sediment grain size in the East China Sea continental shelf and their implications for terrigenous sediment transport. Journal of Oceanography, 76, 1-14(2019).

[3] Y Y Tsang, C W Mak, C Liebich, et al. Spatial and temporal variations of coastal microplastic pollution in Hong Kong. Marine Pollution Bulletin, 161, 111765-111770(2020).

[4] Yang Liu, Nianbing Zhong, Ming Chen, . Plastic optical fiber evanescent wave sensor for accurate measurement of microalgae biomass. Optics and Precision Engineering, 23, 151-158(2015).

[5] Dongyan Zhang, Xun Yin, Bao She, . Using multi-source satellite imagery data to monitor cyanobacterial blooms of ChaohuLake. Infrared and Laser Engineering, 48, 0726004(2019).

[6] Jing Tao, P S Hill, E S Boss, et al. Variability of suspended particle properties using optical measurements within the columbia river estuary. Journal of Geophysical Research-Oceans, 123, 6296-6311(2018).

[7] J Zhou, A Gilerson, I Ioannou, et al. Retrieving quantum yield of sun-induced chlorophyll fluorescence near surface from hyperspectral in-situ measurement in productive water. Optics Express, 16, 17468-17483(2008).

[8] D Felix, I Albayrak, R M Boes. In-situ investigation on real-time suspended sediment measurement techniques: Turbidimetry, acoustic attenuation, laser diffraction (LISST) and vibrating tube densimetry. International Journal of Sediment Research, 33, 3-17(2018).

[9] L A Méndez-barroso, J A Rivas-márquez, I Sosa-tinoco, et al. Design and implementation of a low-cost multiparameter probe to evaluate the temporal variations of water quality conditions on an estuarine lagoon system. Environmental Monitoring and Assessment, 192, 710(2020).

[10] R J Olson, A Shalapyonok, D J Kalb, et al. Imaging FlowCytobot modified for high throughput by in‐line acoustic focusing of sample particles. Limnology and Oceanography: Methods, 15, 867-874(2017).

[11] V Dashkova, D Malashenkov, N Poulton, et al. Imaging flow cytometry for phytoplankton analysis. Methods, 112, 188-200(2017).

[12] Yong Wang, Ran Liao, Jincai Dai, et al. Differentiation of suspended particles by polarized light scattering at 120 °. Optics Express, 26, 22419-22431(2018).

[13] Da Li, Fei Chen, Nan Zeng, et al. Study on polarization scattering applied in aerosol recognition in the air. Optics Express, 27, A581-595(2019).

[14] Zepeng Zhuo, Hongjian Wang, Ran Liao, et al. Machine learning powered microalgae classification by use of polarized light scattering data. Applied Sciences, 12, 3422-3432(2022).

[15] Nanjing Zhao, Xiaoling Zhang, Gaofang Yin, et al. On-line analysis of algae in water by discrete three-dimensional fluorescence spectroscopy. Optics Express, 26, A251-259(2018).

[16] Zhihang Xiong, Hongjian Wang, Jiajin Li, et al. Probing individual particles in aquatic suspensions by simultaneously measuring polarized light scattering and fluorescence. Biosensors, 11, 416-425(2021).

[17] Jiajin Li, Hanbo Deng, Zhiming Guo, et al. Convergence of illuminating beams suffering from scattering during the individual measurement of suspended particles. Frontiers in Physics, 10, 975766-975775(2022).

[18] Chihchung Chang, Chihjen Lin. LIBSVM: a library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2, 1-27(2011).

[19] T Zhang, S Zhong, C Lian, . Deep learning feature fusion-based retina image classification. Laser & Optoelectronics Progress, 57, 241025(2020).

[20] Mingwei Liu, Xiao Liu, Weizhuo Wang, et al. Effect of SiO₂ and Al₂O₃ on characteristics of lightweight aggregate made from sewage sludge and river sediment. Ceramics International, 44, 4313-4319(2018).

[21] Pengcheng Wang, Su Zhang, Chengbiao Shen, . Multiple scattering transmission characteristic of polarized light in ellipsoidal fine particles. Chinese Optics, 16, 1-10(2023).

[22] Du Chen, Bingyi Liu, Qian Yang, . Measurement of volume scattering function of suspended particles in water approaching to 180°. Infrared and Laser Engineering, 50, 20211029(2021).

[23] Rybicki Marcus, Moldaenke Christian, Rinke Karsten, et al. WPC: a step towards secured drinking water: development of an early warning system f lakes[C]Chinese Water Systems, 2018.

[24] A Sadeghian, S C Chapra, J Hudson, et al. Improving in-lake water quality modeling using variable chlorophyll a/algal biomass ratios. Environmental Modelling & Software, 101, 73-85(2018).

[25] M N Landers, T W Sturm. Hysteresis in suspended sediment to turbidity relations due to changing particle size distributions. Water Resources Research, 49, 5487-5500(2013).

[26] Weipeng He, Nan Jun. Study on the impact of particle size distribution on turbidity in water. Desalination and Water Treatment, 41, 26-34(2012).

[27] Chenjun Ye, Jianming Pan, Minhui Zheng, . The influence of turbidity on the measurement of in vivo chlorophyll fluorescence and its correction method. Journal of Marine Sciences, 36, 27-35(2018).

Get PDF(in Chinese)

Figures&Tables (9)

References (27)

Copy Citation Text

Zhihang Xiong, Haoji Mai, Zhuangfan Huang, Jingteng Li, Peitao Sun, Jialin Wang, Yongtao Xie, Zixi He, Yaguang Zeng, Hongjian Wang, Zhiming Guo, Ran Liao, Hui Ma. Field prototype for rapid classification of suspended particles in water based on polarized light scattering and fluorescence measurement[J]. Infrared and Laser Engineering, 2023, 52(9): 20230030

Download Citation

Save the article for my favorites

Paper Information

Recommended Topics

laser devices and laser physics

Lasers and Laser Optics

laser manufacturing

Instrumentation, Measurement and Metrology

Set citation alerts for the article

Please enter your email address