Ziyao Wang, Yulin Yang, Xue Shen, Wei Kong, Genghua Huang, Rong Shu
{"title":"基于半解析蒙特卡罗方法的多光谱水下激光雷达评估。","authors":"Ziyao Wang, Yulin Yang, Xue Shen, Wei Kong, Genghua Huang, Rong Shu","doi":"10.1364/JOSAA.560962","DOIUrl":null,"url":null,"abstract":"<p><p>Underwater multi-spectral lidar based on supercontinuum laser sources, leveraging multi-spectral illumination for enhanced seawater optical profiling and target detection, remains underexplored despite these sources' transformative potential in marine sensing. In this research, we present a semi-analytical Monte Carlo simulation (MC) framework based on bio-optical models to investigate its performance in complex aquatic environments. The simulator reconstructs seawater inherent optical properties (IOPs) via configurable parameters to analyze spectral signal characteristics. Numerical experiments evaluating 400-800 nm bands in different ecosystems provide the following results. (1) The sensitivity of laser wavelength to phytoplankton exhibits pronounced variations. A strong positive correlation is observed between the lidar attenuation coefficient (<i>k</i><sub><i>l</i><i>i</i><i>d</i><i>a</i><i>r</i></sub>) and the chlorophyll concentration (Chl), with R values reaching 0.9934 at 400 nm and 0.9783 at 600 nm. In particular, this correlation declines sharply to -0.01 at 800 nm, indicating a wavelength-dependent decoupling of optical attenuation from phytoplankton biomass in near-infrared regimes. (2) The use of a supercontinuum laser for underwater target detection can effectively distinguish the spectral characteristics of the target object and realize the identification of the target species during lidar detection. This work establishes a computational foundation for next-generation marine multi-spectral lidar development, providing critical insights into subsurface radiation physics while demonstrating supercontinuum lidar's dual capability in simultaneous water column characterization and benthic target identification.</p>","PeriodicalId":17382,"journal":{"name":"Journal of The Optical Society of America A-optics Image Science and Vision","volume":"42 6","pages":"824-833"},"PeriodicalIF":1.5000,"publicationDate":"2025-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-spectral underwater lidar evaluation based on semi-analytical Monte Carlo methods.\",\"authors\":\"Ziyao Wang, Yulin Yang, Xue Shen, Wei Kong, Genghua Huang, Rong Shu\",\"doi\":\"10.1364/JOSAA.560962\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Underwater multi-spectral lidar based on supercontinuum laser sources, leveraging multi-spectral illumination for enhanced seawater optical profiling and target detection, remains underexplored despite these sources' transformative potential in marine sensing. In this research, we present a semi-analytical Monte Carlo simulation (MC) framework based on bio-optical models to investigate its performance in complex aquatic environments. The simulator reconstructs seawater inherent optical properties (IOPs) via configurable parameters to analyze spectral signal characteristics. Numerical experiments evaluating 400-800 nm bands in different ecosystems provide the following results. (1) The sensitivity of laser wavelength to phytoplankton exhibits pronounced variations. A strong positive correlation is observed between the lidar attenuation coefficient (<i>k</i><sub><i>l</i><i>i</i><i>d</i><i>a</i><i>r</i></sub>) and the chlorophyll concentration (Chl), with R values reaching 0.9934 at 400 nm and 0.9783 at 600 nm. In particular, this correlation declines sharply to -0.01 at 800 nm, indicating a wavelength-dependent decoupling of optical attenuation from phytoplankton biomass in near-infrared regimes. (2) The use of a supercontinuum laser for underwater target detection can effectively distinguish the spectral characteristics of the target object and realize the identification of the target species during lidar detection. This work establishes a computational foundation for next-generation marine multi-spectral lidar development, providing critical insights into subsurface radiation physics while demonstrating supercontinuum lidar's dual capability in simultaneous water column characterization and benthic target identification.</p>\",\"PeriodicalId\":17382,\"journal\":{\"name\":\"Journal of The Optical Society of America A-optics Image Science and Vision\",\"volume\":\"42 6\",\"pages\":\"824-833\"},\"PeriodicalIF\":1.5000,\"publicationDate\":\"2025-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of The Optical Society of America A-optics Image Science and Vision\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://doi.org/10.1364/JOSAA.560962\",\"RegionNum\":3,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"OPTICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of The Optical Society of America A-optics Image Science and Vision","FirstCategoryId":"101","ListUrlMain":"https://doi.org/10.1364/JOSAA.560962","RegionNum":3,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"OPTICS","Score":null,"Total":0}
Multi-spectral underwater lidar evaluation based on semi-analytical Monte Carlo methods.
Underwater multi-spectral lidar based on supercontinuum laser sources, leveraging multi-spectral illumination for enhanced seawater optical profiling and target detection, remains underexplored despite these sources' transformative potential in marine sensing. In this research, we present a semi-analytical Monte Carlo simulation (MC) framework based on bio-optical models to investigate its performance in complex aquatic environments. The simulator reconstructs seawater inherent optical properties (IOPs) via configurable parameters to analyze spectral signal characteristics. Numerical experiments evaluating 400-800 nm bands in different ecosystems provide the following results. (1) The sensitivity of laser wavelength to phytoplankton exhibits pronounced variations. A strong positive correlation is observed between the lidar attenuation coefficient (klidar) and the chlorophyll concentration (Chl), with R values reaching 0.9934 at 400 nm and 0.9783 at 600 nm. In particular, this correlation declines sharply to -0.01 at 800 nm, indicating a wavelength-dependent decoupling of optical attenuation from phytoplankton biomass in near-infrared regimes. (2) The use of a supercontinuum laser for underwater target detection can effectively distinguish the spectral characteristics of the target object and realize the identification of the target species during lidar detection. This work establishes a computational foundation for next-generation marine multi-spectral lidar development, providing critical insights into subsurface radiation physics while demonstrating supercontinuum lidar's dual capability in simultaneous water column characterization and benthic target identification.
期刊介绍:
The Journal of the Optical Society of America A (JOSA A) is devoted to developments in any field of classical optics, image science, and vision. JOSA A includes original peer-reviewed papers on such topics as:
* Atmospheric optics
* Clinical vision
* Coherence and Statistical Optics
* Color
* Diffraction and gratings
* Image processing
* Machine vision
* Physiological optics
* Polarization
* Scattering
* Signal processing
* Thin films
* Visual optics
Also: j opt soc am a.