Multi-spectral underwater lidar evaluation based on semi-analytical Monte Carlo methods.

IF 1.5 3区 物理与天体物理 Q3 OPTICS
Ziyao Wang, Yulin Yang, Xue Shen, Wei Kong, Genghua Huang, Rong Shu
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引用次数: 0

Abstract

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.

基于半解析蒙特卡罗方法的多光谱水下激光雷达评估。
基于超连续光谱激光源的水下多光谱激光雷达,利用多光谱照明增强海水光学剖面和目标探测,尽管这些光源在海洋传感方面具有变革潜力,但仍未得到充分开发。在这项研究中,我们提出了一个基于生物光学模型的半解析蒙特卡罗模拟(MC)框架,以研究其在复杂水生环境中的性能。该模拟器通过可配置参数重构海水固有光学特性(IOPs),分析光谱信号特征。不同生态系统中400-800 nm波段的数值实验结果如下:(1)激光波长对浮游植物的敏感性有明显的变化。激光雷达衰减系数(klidar)与叶绿素浓度(Chl)呈较强的正相关,在400 nm处R值为0.9934,在600 nm处R值为0.9783。特别是,这种相关性在800 nm处急剧下降至-0.01,表明近红外波段浮游植物生物量的光衰减与波长相关的解耦。(2)利用超连续谱激光进行水下目标探测,可以有效区分目标物体的光谱特征,实现激光雷达探测过程中目标种类的识别。这项工作为下一代海洋多光谱激光雷达的发展奠定了计算基础,提供了对地下辐射物理的关键见解,同时展示了超连续光谱激光雷达在水柱表征和底生物目标识别方面的双重能力。
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来源期刊
CiteScore
3.40
自引率
10.50%
发文量
417
审稿时长
3 months
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.
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