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为基于咔哒声的种群密度估计对海洋哺乳动物回声定位咔哒声的宽带传播进行建模。

Modelling the broadband propagation of marine mammal echolocation clicks for click-based population density estimates.

作者信息

von Benda-Beckmann Alexander M, Thomas Len, Tyack Peter L, Ainslie Michael A

机构信息

The Netherlands Organisation for Applied Scientific Research (TNO)-Technical Sciences, Sonar Group, 2597 AK, The Hague, The Netherlands.

Centre for Research into Ecological and Environmental Modelling, University of St. Andrews, St. Andrews, Fife KY16 9LZ Scotland, United Kingdom.

出版信息

J Acoust Soc Am. 2018 Feb;143(2):954. doi: 10.1121/1.5023220.

Abstract

Passive acoustic monitoring with widely-dispersed hydrophones has been suggested as a cost-effective method to monitor population densities of echolocating marine mammals. This requires an estimate of the area around each receiver over which vocalizations are detected-the "effective detection area" (EDA). In the absence of auxiliary measurements enabling estimation of the EDA, it can be modelled instead. Common simplifying model assumptions include approximating the spectrum of clicks by flat energy spectra, and neglecting the frequency-dependence of sound absorption within the click bandwidth (narrowband assumption), rendering the problem amenable to solution using the sonar equation. Here, it is investigated how these approximations affect the estimated EDA and their potential for biasing the estimated density. EDA was estimated using the passive sonar equation, and by applying detectors to simulated clicks injected into measurements of background noise. By comparing model predictions made using these two approaches for different spectral energy distributions of echolocation clicks, but identical click source energy level and detector settings, EDA differed by up to a factor of 2 for Blainville's beaked whales. Both methods predicted relative density bias due to narrowband assumptions ranged from 5% to more than 100%, depending on the species, detector settings, and noise conditions.

摘要

使用广泛分布的水听器进行被动声学监测已被认为是一种监测回声定位海洋哺乳动物种群密度的经济有效方法。这需要估计每个接收器周围能够检测到发声的区域——“有效检测区域”(EDA)。在没有辅助测量来估计EDA的情况下,可以对其进行建模。常见的简化模型假设包括用平坦能量谱近似咔嗒声的频谱,以及忽略咔嗒声带宽内声音吸收的频率依赖性(窄带假设),从而使该问题可以使用声纳方程求解。在此,研究了这些近似如何影响估计的EDA及其对估计密度产生偏差的可能性。使用被动声纳方程并通过将探测器应用于注入背景噪声测量中的模拟咔嗒声来估计EDA。通过比较针对不同回声定位咔嗒声声谱能量分布但咔嗒声源能量水平和探测器设置相同的情况使用这两种方法所做的模型预测,对于布兰氏喙鲸,EDA相差高达2倍。两种方法预测的由于窄带假设导致的相对密度偏差范围从5%到超过100%,具体取决于物种、探测器设置和噪声条件。

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