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Listening for a needle in a haystack: passive acoustic detection of dolphins at very low densities

机译:聆听大海捞针:低密度海豚的被动声学检测

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Passive acoustic surveys have potential for detecting trends in abundance and habitat use by rare cetaceans. We deployed commercially available acoustic data loggers (T-PODs) in 4 har-bours on the west coast of New Zealand's North Island between 2005 and 2008 to investigate the dis-tribution of Maui's dolphin Cephalorhynchus hectori maui and assess whether current protection measures are sufficient. A set of decision rules was developed to minimise the potential for false pos-itive detections. Over 3211 'T-POD days' of acoustic monitoring, 39 click trains which satisfied all of our decision rules were detected, indicating the presence of Maui's dolphins in Manukau and Kaipara Harbours. Data from the site with the most detections were fitted to 3 models, showing that the number of detections varied temporally (p < 0.001). The models were also used to show to what degree dolphins could have been present at monitored locations yet remain undetected. The study highlighted the challenges of passive acoustic monitoring of rare species, particularly of small del-phinids in an environment which is both physically and acoustically challenging. Nonetheless, we demonstrated that T-PODs are effective in studies of Maui's dolphin distribution, that Maui's dolphins are found in North Island harbours and remain at risk from gillnet bycatch. We make a number of rec-ommendations concerning acoustic monitoring studies of rare cetaceans, principally that a thorough understanding of the target signals and the acoustic environment being monitored is essential for maximising acoustic detection rates.
机译:被动声学调查具有发现稀有鲸类动物丰富度和栖息地使用趋势的潜力。在2005年至2008年之间,我们在新西兰北岛西海岸的4个港口部署了市售的声学数据记录器(T-POD),以调查毛伊岛海豚Cephalorhynchus hectori毛伊岛的分布,并评估当前的保护措施是否足够。开发了一套决策规则,以最大程度地减少错误的积极检测的可能性。在3211个“ T-POD天”的声学监控中,检测到39个满足我们所有决策规则的点击火车,表明毛伊岛的海豚在Manukau和Kaipara港存在。来自检测次数最多的站点的数据被拟合为3个模型,显示检测次数随时间变化(p <0.001)。该模型还用于显示海豚在何种程度上可能已经存在于受监测的地点,但仍未被发现。这项研究强调了在物理和声学上都具有挑战性的环境中,对稀有物种,特别是小delphinaids进行被动声学监测的挑战。但是,我们证明了T-PODs在研究毛伊岛海豚的分布方面是有效的,毛伊岛的海豚在北岛港口中发现,仍然有被刺网捕获的危险。我们对稀有鲸类动物的声学监测研究提出了一些建议,主要是要全面了解目标信号和所监测的声学环境,这对于最大化声学检测率至关重要。

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