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Ghosts in the data: false detections in VEMCO pulse position modulation acoustic telemetry monitoring equipment
Citation
Simpfendorfer, CA and Huveneers, C and Steckenreuter, A and Tattersall, K and Hoenner, X and Harcourt, R and Heupel, MR, Ghosts in the data: false detections in VEMCO pulse position modulation acoustic telemetry monitoring equipment, Animal Biotelemetry, 3 Article 55. ISSN 2050-3385 (2015) [Refereed Article]
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Copyright Statement
Copyright 2015 Simpfendorfer et al. Licensed under Creative Commons Attribution 4.0 International (CC BY 4.0) https://creativecommons.org/licenses/by/4.0/
DOI: doi:10.1186/s40317-015-0094-z
Abstract
Background
False-positive data (better known as "false detections") in VEMCO VR2 acoustic telemetry monitoring studies that use pulse position modulation coding can cause biased or erroneous outcomes in data analysis. To understand the occurrence of false detections in acoustic monitoring data sets, the results of a range test experiment using eight acoustic receivers and 12 transmitters were examined.
Results
One hundred and fifty one tag ID codes were recorded, 137 of which were identified as likely from false detections, 12 were from test tags, and two were from tagged sharks. False detections accounted for <0.05 % of detections (918) in the experiment. False detection tag ID codes were not randomly distributed amongst the available codes, being more likely to occur at IDs close to tags used in the experiment. Receivers located near the bottom recorded the most false detections and tag ID codes from false detections. Receivers at the same depth did not differ significantly in the mean number of daily false detections. The daily number of false detections recorded by a receiver did not conform to a random pattern, and was not strongly correlated with daily receiver performance.
Conclusions
In an era of increasing data sharing and public storage of scientific data, the occurrence of false detections is of significant concern and the results of this study demonstrate that while rare they do occur and can be identified and accounted for in analyses.
Item Details
| Item Type: | Refereed Article |
|---|---|
| Keywords: | false-positive data, IMOS-AATAMS, VEMCO VR2W, acoustic receiver performance |
| Research Division: | Biological Sciences |
| Research Group: | Ecology |
| Research Field: | Marine and Estuarine Ecology (incl. Marine Ichthyology) |
| Objective Division: | Environment |
| Objective Group: | Ecosystem Assessment and Management |
| Objective Field: | Ecosystem Assessment and Management of Marine Environments |
| Author: | Tattersall, K (Ms Katherine Tattersall) |
| Author: | Hoenner, X (Mr Xavier Hoenner) |
| ID Code: | 114245 |
| Year Published: | 2015 |
| Deposited By: | Integrated Marine Observing System |
| Deposited On: | 2017-02-09 |
| Last Modified: | 2017-04-10 |
| Downloads: | 26 View Download Statistics |
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