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Statistical analysis of backscatter data from 300 kHz multibeam echo sounder

机译:300 kHz多波束回声测深仪反向散射数据的统计分析

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The seafloor high-frequency backscatter average statistics, including the backscatter strength and the backscatter cross section, are statistically analyzed. According to Gamma distribution model of the backscatter cross section, the probability density function (PDF) of the backscatter strength is derived, and it is proved that the backscatter strength approaches a Gaussian distribution. The data recorded by a 300 kHz multibeam echo sounder are used to calculate the backscatter cross section and the backscatter strength at different angles. The statistical distributions of the two kinds of statistics are compared with theoretical distribution models. The results show that Gamma distribution correctly fit the distribution of the backscatter cross section, and Gaussian distribution accurately fit the distribution of the backscatter strength. Furthermore, the estimated parameters of two distribution models vary with the incidence angles.
机译:对海底高频反向散射平均统计数据(包括反向散射强度和反向散射横截面)进行统计分析。根据后向散射截面的伽马分布模型,推导了后向散射强度的概率密度函数(PDF),并证明了后向散射强度接近高斯分布。 300 kHz多波束回声测深仪记录的数据用于计算不同角度的反向散射截面和反向散射强度。将两种统计量的统计量分布与理论分布模型进行比较。结果表明,Gamma分布正确地拟合了反向散射横截面的分布,而高斯分布则精确地拟合了反向散射强度的分布。此外,两个分布模型的估计参数随入射角而变化。

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