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Estimating animal population density using passive acoustics

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Title Estimating animal population density using passive acoustics
Names Marques, Tiago A. (creator)
Thomas, Len (creator)
Martin, Stephen W. (creator)
Mellinger, David K. (creator)
Ward, Jessica A. (creator)
Moretti, David J. (creator)
Harris, Danielle (creator)
Tyack, Peter L. (creator)
Date Issued 2013-05 (iso8601)
Note To the best of our knowledge, one or more authors of this paper were federal employees when contributing to this work.
This is the publisher’s final pdf. The published article is copyrighted by Cambridge Philosophical Society and can be found at: http://www.cambridgephilosophicalsociety.org/.
Abstract conservation and ecology. Currently, the most widely used methods for obtaining such estimates involve either sighting
animals from transect lines or some form of capture-recapture on marked or uniquely identifiable individuals. However,
many species are difficult to sight, and cannot be easily marked or recaptured. Some of these species produce readily
identifiable sounds, providing an opportunity to use passive acoustic data to estimate animal density. In addition, even
for species for which other visually based methods are feasible, passive acoustic methods offer the potential for greater
detection ranges in some environments (e.g. underwater or in dense forest), and hence potentially better precision.
Automated data collection means that surveys can take place at times and in places where it would be too expensive or
dangerous to send human observers.
Here, we present an overview of animal density estimation using passive acoustic data, a relatively new and
fast-developing field. We review the types of data and methodological approaches currently available to researchers
and we provide a framework for acoustics-based density estimation, illustrated with examples from real-world case
studies. We mention moving sensor platforms (e.g. towed acoustics), but then focus on methods involving sensors at
fixed locations, particularly hydrophones to survey marine mammals, as acoustic-based density estimation research to
date has been concentrated in this area. Primary among these are methods based on distance sampling and spatially
explicit capture-recapture. The methods are also applicable to other aquatic and terrestrial sound-producing taxa.
We conclude that, despite being in its infancy, density estimation based on passive acoustic data likely will become an
important method for surveying a number of diverse taxa, such as sea mammals, fish, birds, amphibians, and insects,
especially in situations where inferences are required over long periods of time. There is considerable work ahead, with
several potentially fruitful research areas, including the development of (i) hardware and software for data acquisition,
(ii) efficient, calibrated, automated detection and classification systems, and (iii) statistical approaches optimized for this
application. Further, survey design will need to be developed, and research is needed on the acoustic behaviour of
target species. Fundamental research on vocalization rates and group sizes, and the relation between these and other
factors such as season or behaviour state, is critical. Evaluation of the methods under known density scenarios will be
important for empirically validating the approaches presented here.
Genre Article
Topic Acoustic surveys
Identifier Marques, T. A., Thomas, L., Martin, S. W., Mellinger, D. K., Ward, J. A., Moretti, D. J., . . . Tyack, P. L. (2013). Estimating animal population density using passive acoustics. Biological Reviews, 88(2), 287-309. doi:10.1111/brv.12001

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