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BatCount: A software program to count moving animals

Ian Bentley, Vona Kuczynska, View ORCID ProfileValerie M. Eddington, Mike Armstrong, View ORCID ProfileLaura N. Kloepper
doi: https://doi.org/10.1101/2022.11.09.515821
Ian Bentley
1Department of Chemistry and Physics, Saint Mary’s College, Notre Name, IN, USA
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Vona Kuczynska
2U.S. Fish and Wildlife Service, Missouri Ecological Services Field Office, Columbia, MO, USA
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Valerie M. Eddington
3Department of Biological Sciences and Center for Acoustics Research and Education, University of New Hampshire, Durham, NH, USA
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Mike Armstrong
4U.S. Fish and Wildlife Service, Kentucky Field Office, Frankfort, KY, USA
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Laura N. Kloepper
3Department of Biological Sciences and Center for Acoustics Research and Education, University of New Hampshire, Durham, NH, USA
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  • ORCID record for Laura N. Kloepper
  • For correspondence: laura.kloepper@unh.edu
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Abstract

One of the biggest challenges with species conservation is collecting accurate and efficient information on population sizes, especially from species that are difficult to count. Bats worldwide are declining due to disease, habitat destruction, and climate change, and many species lack reliable population information to guide management decisions. Current approaches for estimating population sizes of bats in densely occupied colonies are time-intensive, may negatively impact the population due to disturbance, and/or have low accuracy. Research-based video tracking options are rarely used by conservation or management agencies for animal counting due to the perceived training required to operate. In this paper, we present BatCount, a free software program created in direct consultation with end-users designed to automatically count aggregations of bats at cave roosts with a streamlined and user-friendly interface. We report on the software package and provide performance metrics for different recording habitat conditions. Our analysis demonstrates that BatCount is an efficient and reliable option for counting bats in flight and has important implications for range- and species-wide population monitoring. Furthermore, this software can be extended to count any organisms moving across a camera including birds, mammals, fish or insects.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. This article is a US Government work. It is not subject to copyright under 17 USC 105 and is also made available for use under a CC0 license.
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Posted November 10, 2022.
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BatCount: A software program to count moving animals
Ian Bentley, Vona Kuczynska, Valerie M. Eddington, Mike Armstrong, Laura N. Kloepper
bioRxiv 2022.11.09.515821; doi: https://doi.org/10.1101/2022.11.09.515821
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BatCount: A software program to count moving animals
Ian Bentley, Vona Kuczynska, Valerie M. Eddington, Mike Armstrong, Laura N. Kloepper
bioRxiv 2022.11.09.515821; doi: https://doi.org/10.1101/2022.11.09.515821

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