National Oceanic and
Atmospheric Administration
United States Department of Commerce


 

FY 2023

Detection probability and density estimation of fin whales by a Seaglider

Fregosi, S., D.V. Harris, H. Matsumoto, D.K. Mellinger, S.W. Martin, B. Matsuyama, J. Barlow, and H. Klinck

J. Acoust. Soc. Am., 152(4), 2277, doi: 10.1121/10.0014793, View online at JASA (external link) (2022)


A single-hydrophone ocean glider was deployed within a cabled hydrophone array to demonstrate a framework for estimating population density of fin whales (Balaenoptera physalus) from a passive acoustic glider. The array was used to estimate tracks of acoustically active whales. These tracks became detection trials to model the detection function for glider-recorded 360-s windows containing fin whale 20-Hz pulses using a generalized additive model. Detection probability was dependent on both horizontal distance and low-frequency glider flow noise. At the median 40-Hz spectral level of 97 dB re 1 μPa2/Hz, detection probability was near one at horizontal distance zero with an effective detection radius of 17.1 km [coefficient of variation (CV) = 0.13]. Using estimates of acoustic availability and acoustically active group size from tagged and tracked fin whales, respectively, density of fin whales was estimated as 1.8 whales per 1000 km2 (CV = 0.55). A plot sampling density estimate for the same area and time, estimated from array data alone, was 1.3 whales per 1000 km2 (CV = 0.51). While the presented density estimates are from a small demonstration experiment and should be used with caution, the framework presented here advances our understanding of the potential use of gliders for cetacean density estimation.



Feature Publications | Outstanding Scientific Publications

Contact Sandra Bigley |