Abstract
Oceanic LiDAR (hereafter referred to as O-LiDAR) is an important remote sensing device for measuring the near-coastal water depth and for studying the optical properties of water bodies. With the commercialization of LiDAR, the theoretical research on the underwater transmission characteristics of LiDAR has been intensified worldwide. Primary research interests include the simulation and modeling of LiDAR underwater echo signals and the inversion of optical parameters using LiDAR water echo signals. This article provides an overview of the principle of LiDAR echo signal formation, and comprehensively summarizes the LiDAR echo signal simulation modeling methods and the corresponding factors that affect modeling accuracy by focusing on the characteristics of different methods. We found that the current simulation methods of LiDAR underwater transmission echo signals primarily include an analytical method based on the radiation transfer equation and a statistical method based on the Monte Carlo (MC) model. The radiation transport equation needs to be appropriately simplified using the analytical method, usually using the quasi-single-small-angle approximation principle. The analytical method has high calculation efficiency but its accuracy is dependent to the quasi-single small-angle approximation. The statistical method can analyze the influence of various factors on echo signals by controlling the variables, but it has poor calculation efficiency. Finally, the semianalytical MC model was used to quantitatively analyze the three main factors (LiDAR system parameters, water body optical parameters, and environmental parameters) affecting underwater LiDAR transmission characteristics, and summarizes the mechanism and results of different factors.
Highlights
Oceanic LiDAR is an important remote sensing device for measuring the near-coastal water depth and for studying the optical properties of water bodies
The purposes of this review is to provide an improved understanding of the laser underwater transmission characteristics of O-LiDAR systems
The current numerical models of LiDAR underwater echo signals are the result of decades of development, range from simple to complex approximations, and include (1) the general LiDAR signal simulation model, (2) the LiDAR signal simulation model based on radiative transfer equation theory, and (3) the LiDAR signal simulation model based on the Monte Carlo (MC) method
Summary
LiDAR technology has achieved substantial advancement in the field of high-resolution optical remote sensing [6,7,8]. Further development of the technology in the field of ocean exploration would improve the marine optical remote sensing three-dimensional observation network and help solve the increasingly prominent development problems of marine environmental protection, marine resource development, and maritime right maintenance [9,10,11,12, 84]. Characteristics of underwater laser transmission to achieve high-precision ocean exploration. We present a detailed overview and comprehensive analysis of the research results of the last 50 years in the field of laser underwater transmission characteristics worldwide. The purposes of this review is to provide an improved understanding of the laser underwater transmission characteristics of O-LiDAR systems
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More From: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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