用于宽带、长期海洋哺乳动物监测的高频声学记录包(HARP)

S. Wiggins, J. Hildebrand
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引用次数: 249

摘要

在过去的十年里,低功耗和高数据容量的消费计算机技术的进步已经适应了长时间自主记录海洋哺乳动物的声音。与传统的目视调查相比,声学监测具有更大的探测范围、在各种天气条件下、不受日光影响的偏远地区连续长期监测以及更低的成本。然而,直到最近,自动长时间记录鲸鱼声音所需的技术仅限于低频(< 1000赫兹)须鲸。由于需要一种能够长时间自动记录齿鲸和其他海洋哺乳动物的更宽频带、更高数据容量的系统,因此开发了一种采样率高达200千赫的高频声学记录包(HARP)。目前,HARPs每台仪器的数据积累速度接近2tb,这给处理这些大型数据集带来了挑战。我们采用的一种解决这些挑战的方法是频谱平均算法,其中数据被压缩并视为长持续时间的频谱图。这些谱图提供了快速查看大量感兴趣事件的数据的能力,并且它们提供了快速访问短时间尺度数据以进行更详细分析的链接。HARPs目前在世界范围内用于声学监测海洋哺乳动物的行为和生态长期研究。描述了HARP设计,并使用宽带记录数据的示例讨论了数据分析策略以及软件工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
High-frequency Acoustic Recording Package (HARP) for broad-band, long-term marine mammal monitoring
Advancements in low-power and high-data-capacity consumer computer technology during the past decade have been adapted to autonomously record sounds from marine mammals over long periods. Acoustic monitoring has advantages over traditional visual surveys including greater detection ranges, continuous long-term monitoring in remote locations under various weather conditions and independent of daylight, and lower cost. However, until recently, the technology required to autonomously record whale sounds over long durations has been limited to low-frequency (< 1000 Hz) baleen whales. The need for a broader-band, higher-data capacity system capable of autonomously recording toothed whales and other marine mammals for long periods has prompted the development of a High-frequency acoustic recording package (HARP) capable of sample rates up to 200 kHz. Currently, HARPs accumulate data at a rate of almost 2 TB per instrument deployment which creates challenges for processing these large data sets. One method we employ to address some of these challenges is a spectral averaging algorithm in which the data are compressed and viewed as long duration spectrograms. These spectrograms provide the ability to view large amounts of data quickly for events of interest, and they provide a link for quickly accessing the short time-scale data for more detailed analysis. HARPs are currently in use worldwide to acoustically monitor marine mammals for behavioral and ecological long-term studies. The HARP design is described and data analysis strategies along with software tools are discussed using examples of broad-band recorded data.
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