Where's Whaledo: A software toolkit for array localization of animal vocalizations

PLoS Comput Biol. 2024 May 20;20(5):e1011456. doi: 10.1371/journal.pcbi.1011456. eCollection 2024 May.

Abstract

Where's Whaledo is a software toolkit that uses a combination of automated processes and user interfaces to greatly accelerate the process of reconstructing animal tracks from arrays of passive acoustic recording devices. Passive acoustic localization is a non-invasive yet powerful way to contribute to species conservation. By tracking animals through their acoustic signals, important information on diving patterns, movement behavior, habitat use, and feeding dynamics can be obtained. This method is useful for helping to understand habitat use, observe behavioral responses to noise, and develop potential mitigation strategies. Animal tracking using passive acoustic localization requires an acoustic array to detect signals of interest, associate detections on various receivers, and estimate the most likely source location by using the time difference of arrival (TDOA) of sounds on multiple receivers. Where's Whaledo combines data from two small-aperture volumetric arrays and a variable number of individual receivers. In a case study conducted in the Tanner Basin off Southern California, we demonstrate the effectiveness of Where's Whaledo in localizing groups of Ziphius cavirostris. We reconstruct the tracks of six individual animals vocalizing concurrently and identify Ziphius cavirostris tracks despite being obscured by a large pod of vocalizing dolphins.

MeSH terms

  • Acoustics
  • Animals
  • Computational Biology / methods
  • Dolphins / physiology
  • Software*
  • Vocalization, Animal* / physiology

Grants and funding

Funding provided by the Office of Naval Research, Grant#: N00014-15-2587 to SBP and by the Pacific Fleet, Grant#: N00014-19-1-2583, Grant 12849596 to JAH. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.