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Australian Mammalogy Australian Mammalogy Society
Journal of the Australian Mammal Society
RESEARCH ARTICLE

Untangling two complementary camera trapping data sets to identify patterns in feral cat activity around a known night parrot population in western Queensland

Alex S. Kutt A B * , Stephen G. Kearney https://orcid.org/0000-0002-0026-970X C , Hugh McGregor https://orcid.org/0000-0003-3255-9282 B D , William N. Venables E and Stephen A. Murphy F G
+ Author Affiliations
- Author Affiliations

A School of Ecosystem and Forest Sciences, The University of Melbourne, Vic. 3010, Australia.

B School of Natural Sciences, University of Tasmania, Churchill Avenue, Hobart, Tas. 7005, Australia.

C Bush Heritage Australia, PO Box 329, Flinders Lane, Melbourne, Vic. 8009, Australia.

D Nature Foundation, Prospect, SA 5082, Australia.

E CSIRO Data 61, EcoSciences Precinct, Dutton Park, Qld 4102, Australia.

F School of Earth and Environmental Sciences, University of Queensland, St Lucia, Qld 4072, Australia.

G Artemis Nature Fund, PO Box 93, Malanda, Qld 4885, Australia.

* Correspondence to: alex.kutt@bigpond.com

Handling Editor: Ross Goldingay

Australian Mammalogy 45(3) 285-292 https://doi.org/10.1071/AM22037
Submitted: 24 November 2022  Accepted: 5 March 2023   Published: 21 March 2023

© 2023 The Author(s) (or their employer(s)). Published by CSIRO Publishing on behalf of the Australian Mammal Society.

Abstract

Feral cats (Felis catus) are a significant predator of native birds in Australia, and a recognised predator for the endangered night parrot (Pezoporus occidentalis). We examined camera trapping data from 2014 to 2020 collected at the Pullen Pullen (night parrot) reserve in south-western Queensland to investigate the spatial and temporal patterns of feral cat activity. These data were collected from two discrete periods, with slightly different foci, and we undertook careful data exploration and refinement to identify a consistent data set. We modelled the relationship between the camera detections and a range of environmental, spatial, and temporal parameters, using logistic regression and two selection criteria (Akaike’s and Bayesian). The final parsimonious model identified that feral cat detection probability decreased with increasing ruggedness and increased as distance to creek lines decreased. Feral cat detection probability also declined over time from camera deployment. In each model the variance component estimates suggested that some influences on cat detection probability remain unexplained. Regardless, our results provide further data on feral cat activity, and therefore information to focus and improve the management of this threat to the night parrot and other significant species on this conservation reserve.

Keywords: camera trapping, conservation, feral cat, management, night parrot, Pullen Pullen reserve, threatened species, threatening processes.


References

Bates, D., Mächler, M., Bolker, B., and Walker, S. (2015). Fitting linear mixed-effects models using lme4. Journal of Statistical Software 67, 1–48.
Fitting linear mixed-effects models using lme4.Crossref | GoogleScholarGoogle Scholar |

Bengsen, A., Butler, J., and Masters, P. (2011). Estimating and indexing feral cat population abundances using camera traps. Wildlife Research 38, 732–739.
Estimating and indexing feral cat population abundances using camera traps.Crossref | GoogleScholarGoogle Scholar |

Bureau of Meteorology (2015). ‘Mean Monthly, Seasonal and Annual Rainfall Data (Base Climatological Data Sets).’ (Commonwealth of Australia: Canberra)

Doherty, T. S., and Ritchie, E. G. (2017). Stop jumping the gun: a call for evidence-based invasive predator management. Conservation Letters 10, 15–22.
Stop jumping the gun: a call for evidence-based invasive predator management.Crossref | GoogleScholarGoogle Scholar |

Doherty, T. S., Bengsen, A. J., and Davis, R. A. (2015). A critical review of habitat use by feral cats and key directions for future research and management. Wildlife Research 41, 435–446.
A critical review of habitat use by feral cats and key directions for future research and management.Crossref | GoogleScholarGoogle Scholar |

Edwards, G. P., De Preu, N., Crealy, I. V., and Shakeshaft, B. J. (2002). Habitat selection by feral cats and dingoes in a semi-arid woodland environment in central Australia. Austral Ecology 27, 26–31.
Habitat selection by feral cats and dingoes in a semi-arid woodland environment in central Australia.Crossref | GoogleScholarGoogle Scholar |

ESRI (2019). ‘ArcGIS 10.7.1.’ (Environmental Systems Research Institute, Inc: Redlands, CA, USA.)

Gallant, J., Wilson, N., Dowling, T., Read, A., and Inskeep, C. (2011). SRTM-derived 1 Second Digital Elevation Models Version 1.0. Record 1. (Geoscience Australia: Canberra, ACT, USA) Available at http://pid.geoscience.gov.au/dataset/ga/72759

Hohnen, R., Tuft, K., Legge, S., Walters, N., Johanson, L., Carver, S., Radford, I. J., and Johnson, C. N. (2016). The significance of topographic complexity in habitat selection and persistence of a declining marsupial in the Kimberley region of Western Australia. Australian Journal of Zoology 64, 198–216.
The significance of topographic complexity in habitat selection and persistence of a declining marsupial in the Kimberley region of Western Australia.Crossref | GoogleScholarGoogle Scholar |

Iannarilli, F., Erb, J., Arnold, T. W., and Fieberg, J. R. (2021). Evaluating species-specific responses to camera-trap survey designs. Wildlife Biology 2021, wlb.00726.
Evaluating species-specific responses to camera-trap survey designs.Crossref | GoogleScholarGoogle Scholar |

Jolly, C. J., Kelly, E., Gillespie, G. R., Phillips, B., and Webb, J. K. (2018). Out of the frying pan:reintroduction of toad-smart northern quolls to southern Kakadu National Park. Austral Ecology 43, 139–149.
Out of the frying pan:reintroduction of toad-smart northern quolls to southern Kakadu National Park.Crossref | GoogleScholarGoogle Scholar |

Kearney, S. G., Kern, P. L., and Kutt, A. S. (2020). A baseline terrestrial vertebrate fauna survey of Pullen Pullen; a significant conservation reserve in south-west Queensland. Australian Zoologist 41, 231–240.
A baseline terrestrial vertebrate fauna survey of Pullen Pullen; a significant conservation reserve in south-west Queensland.Crossref | GoogleScholarGoogle Scholar |

Kutt, A. S., Kearney, S. G., and Kern, P. L. (2021). More than just night parrots: a baseline bird survey of Pullen Pullen Reserve, south-western Queensland. Australian Field Ornithology 38, 1–12.
More than just night parrots: a baseline bird survey of Pullen Pullen Reserve, south-western Queensland.Crossref | GoogleScholarGoogle Scholar |

Laundré, J. W., Hernández, L., and Altendorf, K. B. (2001). Wolves, elk, and bison: reestablishing the “landscape of fear” in Yellowstone National Park, U.S.A. Canadian Journal of Zoology 79, 1401–1409.
Wolves, elk, and bison: reestablishing the “landscape of fear” in Yellowstone National Park, U.S.A.Crossref | GoogleScholarGoogle Scholar |

Legge, S., Woinarski, J. C. Z., Burbidge, A. A., Palmer, R., Ringma, J., Radford, J. Q., Mitchell, N., Bode, M., Wintle, B., Baseler, M., Bentley, J., Copley, P., Dexter, N., Dickman, C. R., Gillespie, G. R., Hill, B., Johnson, C. N., Latch, P., Letnic, M., Manning, A., McCreless, E. E., Menkhorst, P., Morris, K., Moseby, K., Page, M., Pannell, D., and Tuft, K. (2018). Havens for threatened Australian mammals: the contributions of fenced areas and offshore islands to the protection of mammal species susceptible to introduced predators. Wildlife Research 45, 627–644.
Havens for threatened Australian mammals: the contributions of fenced areas and offshore islands to the protection of mammal species susceptible to introduced predators.Crossref | GoogleScholarGoogle Scholar |

Legge, S., Smith, J. G., James, A., Tuft, K. D., Webb, T., and Woinarski, J. C. Z. (2019). Interactions among threats affect conservation management outcomes: livestock grazing removes the benefits of fire management for small mammals in Australian tropical savannas. Conservation Science and Practice 1, e52.
Interactions among threats affect conservation management outcomes: livestock grazing removes the benefits of fire management for small mammals in Australian tropical savannas.Crossref | GoogleScholarGoogle Scholar |

Lindenmayer, D. B., Woinarski, J., Legge, S., Maron, M., Garnett, S. T., Lavery, T., Dielenberg, J., and Wintle, B. A. (2022). Eight things you should never do in a monitoring program: an Australian perspective. Environmental Monitoring and Assessment 194, 701.
Eight things you should never do in a monitoring program: an Australian perspective.Crossref | GoogleScholarGoogle Scholar |

Meek, P. D., Ballard, G.-A., Fleming, P. J. S., Schaefer, M., Williams, W., and Falzon, G. (2014). Camera traps can be heard and seen by animals. PLoS One 9, e110832.
Camera traps can be heard and seen by animals.Crossref | GoogleScholarGoogle Scholar |

Meek, P. D., Ballard, G.-A., and Fleming, P. J. S. (2015). The pitfalls of wildlife camera trapping as a survey tool in Australia. Australian Mammalogy 37, 13–22.
The pitfalls of wildlife camera trapping as a survey tool in Australia.Crossref | GoogleScholarGoogle Scholar |

Meek, P., Ballard, G., Fleming, P., and Falzon, G. (2016). Are we getting the full picture? Animal responses to camera traps and implications for predator studies. Ecology and Evolution 6, 3216–3225.
Are we getting the full picture? Animal responses to camera traps and implications for predator studies.Crossref | GoogleScholarGoogle Scholar |

Murphy, S. A., Paltridge, R., Silcock, J., Murphy, R., Kutt, A. S., and Read, J. (2018). Understanding and managing the threats to night parrots in south-western Queensland. Emu - Austral Ornithology 118, 135–145.
Understanding and managing the threats to night parrots in south-western Queensland.Crossref | GoogleScholarGoogle Scholar |

Murphy, S. A., McGregor, H., Leseberg, N. P., Watson, J., and Kutt, A. S. (2022). Feral cat GPS tracking and simulation models to improve the conservation management of night parrots. Wildlife Research , .
Feral cat GPS tracking and simulation models to improve the conservation management of night parrots.Crossref | GoogleScholarGoogle Scholar |

Palmer, R. (1999). The ecology of feral cats in the mid-reaches of the Diamantina River in far western Queensland. Final report to the Invasive Species Section of the Biodiversity Group, Environment Australia. University of Queensland, St Lucia, Qld, Australia.

Parsons, M. H., Apfelbach, R., Banks, P. B., Cameron, E. Z., Dickman, C. R., Frank, A. S. K., Jones, M. E., McGregor, I. S., McLean, S., Müller-Schwarze, D., Sparrow, E. E., and Blumstein, D. T. (2018). Biologically meaningful scents: a framework for understanding predator–prey research across disciplines. Biological Reviews 93, 98–114.
Biologically meaningful scents: a framework for understanding predator–prey research across disciplines.Crossref | GoogleScholarGoogle Scholar |

Pettigrew, J. (1993). A burst of feral cats in the Diamantina: a lesson for the management of pest species. In ‘Cat Management Workshop Proceedings’. (Eds G Siepen, C Owens) pp. 25–32. (Queensland Department of Environment and Heritage: Brisbane, Qld, Australia)

R Core Team (2022). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. Available at https://www.R-project.org/

Scotson, L., Johnston, L. R., Iannarilli, F., Wearn, O. R., Mohd-Azlan, J., Wong, W. M., Gray, T. N. E., Dinata, Y., Suzuki, A., Willard, C. E., Frechette, J., Loken, B., Steinmetz, R., Moßbrucker, A. M., Clements, G. R., and Fieberg, J. (2017). Best practices and software for the management and sharing of camera trap data for small and large scales studies. Remote Sensing in Ecology and Conservation 3, 158–172.
Best practices and software for the management and sharing of camera trap data for small and large scales studies.Crossref | GoogleScholarGoogle Scholar |

Springer, K. (2018). Eradication of invasive species on Macquarie Island to restore the natural ecosystem. In ‘Recovering Australian Threatened Species: a Book of Hope’. (Eds S. Garnett, P. Latch, D. Lindenmayer, J. C. Z. Woinarski.) pp. 13–22. (CSIRO Publishing: Melbourne, Vic., Australia)

Stahler, D., Wilmers, C., Tallian, A., Anton, C., Metz, M., Ruth, T., Smith, D., Gunther, K., and MacNulty, D. (2020). Competition and coexistence among Yellowstone’s meat eaters. In ‘Yellowstone Wolves: Science and Discovery in the World’s First National Park’. (Eds D. W. Smith, D. R. Stahler, D. R. MacNulty.) pp. 223–241. (University of Chicago Press: Chicago, IL, USA.)

USGS (2017). ‘EROS Science Processing Architecture On Demand Interface. Vol. 2022’. (US Department of the Interior, US Geological Survey: Reston, VA, USA) Available at https://espa.cr.usgs.gov/

van Bommel, L., and Johnson, C. N. (2016). Livestock guardian dogs as surrogate top predators? How maremma sheepdogs affect a wildlife community. Ecology and Evolution 6, 6702–6711.
Livestock guardian dogs as surrogate top predators? How maremma sheepdogs affect a wildlife community.Crossref | GoogleScholarGoogle Scholar |

Venables, W. N. (2022). MASSExtra: Some ‘MASS’ Enhancements. R Project. R package version 1.2.2. Available at https://cran.r-project.org/web/packages/MASSExtra/index.html

Venables, W. N., and Ripley, B. D. (2002). ‘Modern Applied Statistics with S.’ (Springer Science & Business Media: New York, NY, USA.)

Woinarski, J., Woolley, L., Garnett, S., Legge, S., Murphy, B., Lawes, M., Comer, S., Dickman, C., Doherty, T., and Edwards, G (2017). Compilation and traits of Australian bird species killed by cats. Biological Conservation 216, 1–9.
Compilation and traits of Australian bird species killed by cats.Crossref | GoogleScholarGoogle Scholar |