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Validation of the Analytical Model of Oceanic Lidar Returns: Comparisons with Monte Carlo Simulations and Experimental Results

机译:验证海洋激光雷达返回的分析模型:蒙特卡罗模拟与实验结果的比较

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摘要

The analytical model based on the quasi-single small-angle scattering approximation can efficiently simulate oceanic lidar signals with multiple scattering; thus, its accuracy is of particular interest to scientists. In this paper, the model is modified to include refraction at oblique incidence and is then compared with Monte Carlo (MC) simulations and experimental results. Under different conditions, the results calculated by the analytical model demonstrate good agreement with the MC simulation and experimental data. The coefficient of determination R2 considering the logarithm of signals and the root mean square of the relative difference δ are R2 = 0.998 and δ = 10% in comparison with the semi-analytic MC simulation and R2 = 0.952 and δ = 46% for the lidar experiment. Thus, the results demonstrate the validity of the analytical model in the simulation of oceanic lidar signals.
机译:基于准单小角散射近似的分析模型可以有效地模拟多种散射的海洋激光雷达信号;因此,科学家的准确性特别感兴趣。在本文中,该模型被修改为包括倾斜入射率的折射,然后与蒙特卡罗(MC)模拟和实验结果进行比较。在不同的条件下,分析模型计算的结果与MC模拟和实验数据展示了良好的一致性。考虑信号对数和相对差Δ的对数的确定系数R2是R2 = 0.998和Δ= 10%,与半分析MC模拟和LIIDAR的R2 = 0.952和Δ= 46%相比实验。因此,结果证明了分析模型在海洋激光雷达信号模拟中的有效性。

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