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12-Year Acoustic Record of Caribbean Grouper Reveals Shift Toward Territorial Spawning Calls

Machine-learning analysis of a Puerto Rico spawning site shows passive listening can flag changes relevant to fisheries management.

Overview

  • Researchers analyzed more than 2,000 hours of recordings from a single red hind spawning aggregation off Puerto Rico that has been continuously monitored since 2007.
  • Male red hinds produce two distinct low-frequency grunts tied to behavior, with one associated with courtship and another used for territorial defense.
  • Courtship calls predominated from 2011 through 2017, then territorial calls rose beginning in 2018 and had nearly tripled by the end of the study period.
  • Spawning activity remained seasonal and closely aligned with lunar cycles, and recent years showed more frequent or multi-day peaks in sound production.
  • A custom classifier called FADAR processed 12 years of audio in weeks and the team notes possible causes for the behavioral shift as hypotheses rather than confirmed drivers.