An Efficient Acoustic Density Estimation Method with Human Detectors Applied to Gibbons in Cambodia.
Some animal species are hard to see but easy to hear. Standard visual methods for estimating population density for such species are often ineffective or inefficient, but methods based on passive acoustics show more promise. We develop spatially explicit capture-recapture (SECR) methods for territor...
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Public Library of Science (PLoS)
2016-01-01
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| Series: | PLoS ONE |
| Online Access: | https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0155066&type=printable |
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| author | Darren Kidney Benjamin M Rawson David L Borchers Ben C Stevenson Tiago A Marques Len Thomas |
| author_facet | Darren Kidney Benjamin M Rawson David L Borchers Ben C Stevenson Tiago A Marques Len Thomas |
| author_sort | Darren Kidney |
| collection | DOAJ |
| description | Some animal species are hard to see but easy to hear. Standard visual methods for estimating population density for such species are often ineffective or inefficient, but methods based on passive acoustics show more promise. We develop spatially explicit capture-recapture (SECR) methods for territorial vocalising species, in which humans act as an acoustic detector array. We use SECR and estimated bearing data from a single-occasion acoustic survey of a gibbon population in northeastern Cambodia to estimate the density of calling groups. The properties of the estimator are assessed using a simulation study, in which a variety of survey designs are also investigated. We then present a new form of the SECR likelihood for multi-occasion data which accounts for the stochastic availability of animals. In the context of gibbon surveys this allows model-based estimation of the proportion of groups that produce territorial vocalisations on a given day, thereby enabling the density of groups, instead of the density of calling groups, to be estimated. We illustrate the performance of this new estimator by simulation. We show that it is possible to estimate density reliably from human acoustic detections of visually cryptic species using SECR methods. For gibbon surveys we also show that incorporating observers' estimates of bearings to detected groups substantially improves estimator performance. Using the new form of the SECR likelihood we demonstrate that estimates of availability, in addition to population density and detection function parameters, can be obtained from multi-occasion data, and that the detection function parameters are not confounded with the availability parameter. This acoustic SECR method provides a means of obtaining reliable density estimates for territorial vocalising species. It is also efficient in terms of data requirements since since it only requires routine survey data. We anticipate that the low-tech field requirements will make this method an attractive option in many situations where populations can be surveyed acoustically by humans. |
| format | Article |
| id | doaj-art-05f0709632cb4841a3867830026fffea |
| institution | DOAJ |
| issn | 1932-6203 |
| language | English |
| publishDate | 2016-01-01 |
| publisher | Public Library of Science (PLoS) |
| record_format | Article |
| series | PLoS ONE |
| spelling | doaj-art-05f0709632cb4841a3867830026fffea2025-08-20T03:11:02ZengPublic Library of Science (PLoS)PLoS ONE1932-62032016-01-01115e015506610.1371/journal.pone.0155066An Efficient Acoustic Density Estimation Method with Human Detectors Applied to Gibbons in Cambodia.Darren KidneyBenjamin M RawsonDavid L BorchersBen C StevensonTiago A MarquesLen ThomasSome animal species are hard to see but easy to hear. Standard visual methods for estimating population density for such species are often ineffective or inefficient, but methods based on passive acoustics show more promise. We develop spatially explicit capture-recapture (SECR) methods for territorial vocalising species, in which humans act as an acoustic detector array. We use SECR and estimated bearing data from a single-occasion acoustic survey of a gibbon population in northeastern Cambodia to estimate the density of calling groups. The properties of the estimator are assessed using a simulation study, in which a variety of survey designs are also investigated. We then present a new form of the SECR likelihood for multi-occasion data which accounts for the stochastic availability of animals. In the context of gibbon surveys this allows model-based estimation of the proportion of groups that produce territorial vocalisations on a given day, thereby enabling the density of groups, instead of the density of calling groups, to be estimated. We illustrate the performance of this new estimator by simulation. We show that it is possible to estimate density reliably from human acoustic detections of visually cryptic species using SECR methods. For gibbon surveys we also show that incorporating observers' estimates of bearings to detected groups substantially improves estimator performance. Using the new form of the SECR likelihood we demonstrate that estimates of availability, in addition to population density and detection function parameters, can be obtained from multi-occasion data, and that the detection function parameters are not confounded with the availability parameter. This acoustic SECR method provides a means of obtaining reliable density estimates for territorial vocalising species. It is also efficient in terms of data requirements since since it only requires routine survey data. We anticipate that the low-tech field requirements will make this method an attractive option in many situations where populations can be surveyed acoustically by humans.https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0155066&type=printable |
| spellingShingle | Darren Kidney Benjamin M Rawson David L Borchers Ben C Stevenson Tiago A Marques Len Thomas An Efficient Acoustic Density Estimation Method with Human Detectors Applied to Gibbons in Cambodia. PLoS ONE |
| title | An Efficient Acoustic Density Estimation Method with Human Detectors Applied to Gibbons in Cambodia. |
| title_full | An Efficient Acoustic Density Estimation Method with Human Detectors Applied to Gibbons in Cambodia. |
| title_fullStr | An Efficient Acoustic Density Estimation Method with Human Detectors Applied to Gibbons in Cambodia. |
| title_full_unstemmed | An Efficient Acoustic Density Estimation Method with Human Detectors Applied to Gibbons in Cambodia. |
| title_short | An Efficient Acoustic Density Estimation Method with Human Detectors Applied to Gibbons in Cambodia. |
| title_sort | efficient acoustic density estimation method with human detectors applied to gibbons in cambodia |
| url | https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0155066&type=printable |
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