A Cost-Effective In Situ Zooplankton Monitoring System Based on Novel Illumination Optimization

doi:10.3390/s20123471

	A Cost-Effective In Situ Zooplankton Monitoring System Based on Novel Illumination Optimization
	Du, Zhiqiang 1,2,3; Xia, Chunlei 2,3; Fu, Longwen 2,3; Zhang, Nan 2; Li, Bowei 2,3; Song, Jinming1,2,3,4 ; Chen, Lingxin 1,2,3,4
	2020-06-01
发表期刊	SENSORS
卷号	20 期号:12 页码:21
通讯作者	Xia, Chunlei(clxia@yic.ac.cn)
摘要	A cost-effective and low-power-consumption underwater microscopic imaging system was developed to capture high-resolution zooplankton images in real-time. In this work, dark-field imaging was adopted to reduce backscattering and background noise. To produce an accurate illumination, a novel illumination optimization scheme for the light-emitting diode (LED) array was proposed and applied to design a lighting system for the underwater optical imaging of zooplankton. A multiple objective genetic algorithm was utilized to find the best location of the LED array, which resulted in the specific illumination level and most homogeneous irradiance in the target area. The zooplankton imaging system developed with the optimal configuration of LEDs was tested withDaphnia magnaunder laboratory conditions. The maximal field of view was 16 mm x 13 mm and the optical resolution was 15 mu m. The experimental results showed that the imaging system developed could capture high-resolution and high-definition images ofDaphnia. Subsequently,Daphniaindividuals were accurately segmented and their geometrical characters were measured by using a classical image processing algorithm. This work provides a cost-effective zooplankton measuring system based on an optimization illumination configuration of an LED array, which has a great potential for minimizing the investment and operating costs associated with long-term in situ monitoring of the physiological state and population conditions of zooplankton.
关键词	zooplankton monitoring microscopic imaging dark-field imaging illumination optimization genetic algorithm
DOI	10.3390/s20123471
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[41406112] ; National Natural Science Foundation of China[41776110] ; Natural Science Foundation of Shandong Province[ZR2019BD066] ; Taishan Scholar Project Special Funding[ts20190962] ; Two-Hundred Talents Plan of Yantai
WOS研究方向	Chemistry ; Engineering ; Instruments & Instrumentation
WOS类目	Chemistry, Analytical ; Engineering, Electrical & Electronic ; Instruments & Instrumentation
WOS记录号	WOS:000553916700001
出版者	MDPI
引用统计	被引频次：2[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.qdio.ac.cn/handle/337002/168100
专题	海洋生态与环境科学重点实验室
通讯作者	Xia, Chunlei
作者单位	1.Chinese Acad Sci, Inst Oceanol, CAS Key Lab Marine Ecol & Environm Sci, Qingdao 266071, Peoples R China 2.Chinese Acad Sci, Res Ctr Coastal Environm Engn & Technol, Yantai Inst Coastal Zone Res, CAS Key Lab Coastal Environm Proc & Ecol Remediat, Yantai 264003, Peoples R China 3.Chinese Acad Sci, Ctr Ocean Megasci, Qingdao 266071, Peoples R China 4.Pilot Natl Lab Marine Sci & Technol Qingdao, Lab Marine Ecol & Environm Sci, Qingdao 266237, Peoples R China
第一作者单位	海洋生态与环境科学重点实验室; 中国科学院海洋大科学研究中心
通讯作者单位	中国科学院海洋大科学研究中心
推荐引用方式 GB/T 7714	Du, Zhiqiang,Xia, Chunlei,Fu, Longwen,et al. A Cost-Effective In Situ Zooplankton Monitoring System Based on Novel Illumination Optimization[J]. SENSORS,2020,20(12):21.
APA	Du, Zhiqiang.,Xia, Chunlei.,Fu, Longwen.,Zhang, Nan.,Li, Bowei.,...&Chen, Lingxin.(2020).A Cost-Effective In Situ Zooplankton Monitoring System Based on Novel Illumination Optimization.SENSORS,20(12),21.
MLA	Du, Zhiqiang,et al."A Cost-Effective In Situ Zooplankton Monitoring System Based on Novel Illumination Optimization".SENSORS 20.12(2020):21.

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A Cost-Effective In （6168KB）	期刊论文	出版稿	限制开放	CC BY-NC-SA	浏览