Literature DB >> 26233026

Effects of subsampling of passive acoustic recordings on acoustic metrics.

Karolin Thomisch1, Olaf Boebel1, Daniel P Zitterbart1, Flore Samaran2, Sofie Van Parijs3, Ilse Van Opzeeland1.   

Abstract

Passive acoustic monitoring is an important tool in marine mammal studies. However, logistics and finances frequently constrain the number and servicing schedules of acoustic recorders, requiring a trade-off between deployment periods and sampling continuity, i.e., the implementation of a subsampling scheme. Optimizing such schemes to each project's specific research questions is desirable. This study investigates the impact of subsampling on the accuracy of two common metrics, acoustic presence and call rate, for different vocalization patterns (regimes) of baleen whales: (1) variable vocal activity, (2) vocalizations organized in song bouts, and (3) vocal activity with diel patterns. To this end, above metrics are compared for continuous and subsampled data subject to different sampling strategies, covering duty cycles between 50% and 2%. The results show that a reduction of the duty cycle impacts negatively on the accuracy of both acoustic presence and call rate estimates. For a given duty cycle, frequent short listening periods improve accuracy of daily acoustic presence estimates over few long listening periods. Overall, subsampling effects are most pronounced for low and/or temporally clustered vocal activity. These findings illustrate the importance of informed decisions when applying subsampling strategies to passive acoustic recordings or analyses for a given target species.

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Year:  2015        PMID: 26233026     DOI: 10.1121/1.4922703

Source DB:  PubMed          Journal:  J Acoust Soc Am        ISSN: 0001-4966            Impact factor:   1.840


  2 in total

1.  Long-term passive acoustic recordings track the changing distribution of North Atlantic right whales (Eubalaena glacialis) from 2004 to 2014.

Authors:  Genevieve E Davis; Mark F Baumgartner; Julianne M Bonnell; Joel Bell; Catherine Berchok; Jacqueline Bort Thornton; Solange Brault; Gary Buchanan; Russell A Charif; Danielle Cholewiak; Christopher W Clark; Peter Corkeron; Julien Delarue; Kathleen Dudzinski; Leila Hatch; John Hildebrand; Lynne Hodge; Holger Klinck; Scott Kraus; Bruce Martin; David K Mellinger; Hilary Moors-Murphy; Sharon Nieukirk; Douglas P Nowacek; Susan Parks; Andrew J Read; Aaron N Rice; Denise Risch; Ana Širović; Melissa Soldevilla; Kate Stafford; Joy E Stanistreet; Erin Summers; Sean Todd; Ann Warde; Sofie M Van Parijs
Journal:  Sci Rep       Date:  2017-10-18       Impact factor: 4.379

2.  An open access dataset for developing automated detectors of Antarctic baleen whale sounds and performance evaluation of two commonly used detectors.

Authors:  Brian S Miller; Naysa Balcazar; Sharon Nieukirk; Emmanuelle C Leroy; Meghan Aulich; Fannie W Shabangu; Robert P Dziak; Won Sang Lee; Jong Kuk Hong
Journal:  Sci Rep       Date:  2021-01-12       Impact factor: 4.996

  2 in total

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