Home range and activity areas of foxes (Vulpes vulpes) in urban and peri-urban areas
Graham G. Thompson A B * , Philip C. Withers B , Jacob D. Berson
A
B
C
D
Abstract
We investigated the home range and activity areas of the red fox (Vulpes vulpes) in urban and peri-urban areas of Perth, Western Australia. Foxes were tracked via satellite GPS between December 2019 and September 2020 to evaluate spatial movement patterns. We first estimated home-range size by using area-corrected autocorrelated kernel density estimation (AKDEc) for each fox over the entire tracking period. We then used a 5-day sliding window approach with area-corrected (not autocorrelated) kernel density estimation (KDEc) to identify ‘activity areas’. We defined fox activity areas as those where a fox had similarly sized 5-day sliding window KDEc areas for 10 or more days. Some foxes had very stable home ranges, and the AKDEc area resembled the KDEc activity areas. However, some foxes shifted their activity areas throughout the tracking period, and the KDEc activity areas were variable, often smaller but occasionally larger than the AKDEc home range. Some foxes made mostly nightly forays into adjacent areas, and on some occasions these preceded an activity area shift into these areas. The AKDEc and KDEc areas often included substantial unused areas reflecting physical or biological barriers, and therefore inflated home range area sizes.
Keywords: AKDE, drift, forays, habitat, IID, KDE, range residency, sliding window, spatial movement.
References
Abbott, I. (2008). Historical perspectives of the ecology of some conspicuous vertebrate species in south-west Western Australia. Conservation Science Western Australia 6(3), 1-214.
| Google Scholar |
Abbott, I. (2011). The importation, release, establishment, spread, and early impact on prey animals of the red fox Vulpes vulpes in Victoria and adjoining parts of south-eastern Australia. Australian Zoologist 35(3), 463-533.
| Crossref | Google Scholar |
Ables, E. D. (1969). Home-range studies of Red Foxes. Journal of Mammalogy 50, 108-120.
| Crossref | Google Scholar |
Baldwin, J. R., Winstead, J. B., Hayden-Wing, L. D., Kreeger, T. J., and Dzialak, M. R. (2008). Field sedation of coyotes, red foxes, and raccoons with medetomidine and atipamezole. Journal of Wildlife Management 72(5), 1267-1271.
| Crossref | Google Scholar |
Barry, R. P., and McIntyre, J. (2011). Estimating animal densities and home range in regions with irregular boundaries and holes: a lattice-based alternative to the kernel density estimator. Ecological Modelling 222(10), 1666-1672.
| Crossref | Google Scholar |
Benhamou, S., and Cornélis, D. (2010). Incorporating Movement Behavior and Barriers to Improve Kernel Home Range Space Use Estimates. Journal of Wildlife Management 74(6), 1353-1360.
| Crossref | Google Scholar |
Börger, L., Franconi, N., De Michele, G., Gantz, A., Meschi, F., Manica, A., Lovari, S., and Coulson, T. (2006). Effects of sampling regime on the mean and variance of home range size estimates. Journal of Animal Ecology 75(6), 1393-1405.
| Crossref | Google Scholar | PubMed |
Burgman, M. A., and Fox, J. C. (2003). Bias in species range estimates from minimum convex polygons: implications for conservation and options for improved planning. Animal Conservation 6(1), 19-28.
| Crossref | Google Scholar |
Burt, W. H. (1943). Territoriality and home range concepts as applied to mammals. Journal of Mammalogy 24(3), 346-352.
| Crossref | Google Scholar |
Calabrese, J. M., Fleming, C. H., Gurarie, E., and Freckleton, R. (2016). ctmm: an r package for analyzing animal relocation data as a continuous‐time stochastic process. Methods in Ecology and Evolution 7(9), 1124-1132.
| Crossref | Google Scholar |
Cavallini, P. (1996). Variations in the social system of the red fox. Ethology, Ecology and Evolution 8, 323-342.
| Crossref | Google Scholar |
Contesse, P., Hegglin, D., Gloor, S., Bontadina, F., and Deplazes, P. (2003). The diet of urban foxes (Vulpes vulpes) and the availability of anthropogenic food in the city of Zurich, Switzerland. Mammalian Biology 692, 81-94.
| Crossref | Google Scholar |
Díaz-Ruiz, F., Caro, J., Delibes-Mateos, M., Arroyo, B., and Ferreras, P. (2016). Drivers of red fox (Vulpes vulpes) daily activity: prey availability, human disturbance or habitat structure?. Journal of Zoology 298(2), 128-138.
| Crossref | Google Scholar |
Doncaster, C. P., and Macdonald, D. W. (1991). Drifting territoriality in the Red Fox Vulpes vulpes. Journal of Animal Ecology 60(2), 423-439.
| Crossref | Google Scholar |
Dorning, J., and Harris, S. (2019PMCID: PMC6738593). Understanding the intricacy of canid social systems: structure and temporal stability of red fox (Vulpes vulpes) groups. PLoS One 14(9), e0220792.
| Crossref | Google Scholar | PubMed |
Fairfax, R. J. (2018). Dispersal of the introduced red fox (Vulpes vulpes) across Australia. Biological Invasions 21(4), 1259-1268.
| Crossref | Google Scholar |
Fieberg, J., and Börger, L. (2012). Could you please phrase ‘home range’ as a question? Journal of Mammalogy 93(4), 890-902.
| Crossref | Google Scholar |
Fleming, C. H., Fagan, W. F., Mueller, T., Olson, K. A., Leimgruber, P., and Calabrese, J. M. (2015). Rigorous home range estimation with movement data: a new autocorrelated kernel density estimator. Ecology 96(5), 1182-1188.
| Crossref | Google Scholar | PubMed |
Fleming, C. H., Calabrese, J. M., and Dray, S. (2016a). A new kernel density estimator for accurate home‐range and species‐range area estimation. Methods in Ecology and Evolution 8(5), 571-579.
| Crossref | Google Scholar |
Fleming, C. H., Fagan, W. F., Mueller, T., Olson, K. A., Leimgruber, P., and Calabrese, J. M. (2016b). Estimating where and how animals travel: an optimal framework for path reconstruction from autocorrelated tracking data. Ecology 97(3), 576-582.
| Crossref | Google Scholar |
Fleming, P. A., Crawford, H. M., Stobo‐Wilson, A. M., Dawson, S. J., Dickman, C. R., Dundas, S. J., Gentle, M. N., Newsome, T. M., O’Connor, J., Palmer, R., Riley, J., Ritchie, E. G., Speed, J., Saunders, G., Stuart, J. M. D., Thompson, E., Turpin, J. M., and Woinarski, J. C. Z. (2021). Diet of the introduced red fox Vulpes vulpes in Australia: analysis of temporal and spatial patterns. Mammal Review 51(4), 508-527.
| Crossref | Google Scholar |
Fleming, C. H., Calabrese, J. M., Dong, X., Winner, K., Reineking, B., Péron, G., Noonan, M. J., Kranstauber, B., Gurarie, E., Safi, K., Cross, P. C., Mueller, T., de Paula, R. C., Akre, T., Drescher-Lehman, J., Harrison, A. L., and Morayo, R. G. (2022) Package ‘ctmm’. Available at https://cran.r-project.org/web/packages/ctmm/index.html
Getz, W. M., and Wilmers, C. C. (2004). A local nearest-neighbor convex-hull construction of home ranges and utilization distributions. Ecography 27, 489-505.
| Crossref | Google Scholar |
Girard, I., Ouellet, J.-P., Courtois, R., Dussault, C., and Breton, L. (2002). Effects of sampling effort based on GPS telemetry on home-range size estimations. Journal of Wildlife Management 66(4), 1290-1300.
| Crossref | Google Scholar |
Glen, A. S., Fay, A. R., and Dickman, C. R. (2006). Diets of sympatric red foxes Vulpes vulpes and wild dogs Canis lupus in the Northern Rivers Region, New South Wales. Australian Mammalogy 28, 101-104.
| Crossref | Google Scholar |
Goldingay, R. L. (2015). A review of home-range studies on Australian terrestrial vertebrates: adequacy of studies, testing of hypotheses, and relevance to conservation and international studies. Australian Journal of Zoology 63(2),.
| Crossref | Google Scholar |
Google Earth Pro 7.3.6.9345 (64-bit) (2022) Available at https://www.google.com/earth/versions/#earth-pro [accessed]
Gosselink, T. E., Piccolo, K. A., van Deelen, T. R., Warner, R. E., and Mankin, P. C. (2010). Natal dispersal and philopatry of Red Foxes in urban and agricultural areas of Illinois. Journal of Wildlife Management 74(6), 1204-1217.
| Crossref | Google Scholar |
Graham, C. A., Maron, M., and McAlpine, C. A. (2017). Spatial variation in the importance of different prey types in the diet of red foxes. Australian Zoologist 38(4), 610-628.
| Crossref | Google Scholar |
Guo, J., Du, S., Ma, Z., Huo, H., and Peng, G. (2019). A Model for Animal Home Range Estimation Based on the Active Learning Method. ISPRS International Journal of Geo-Information 8(11), 490.
| Crossref | Google Scholar |
Handler, A., Lonsdof, E., and Ardia, D. (2020). Evidence for red fox (Vulpes vulpes) exploitation of anthropogenic food sources along an urbanization gradient using stable isotope analysis. Canadian Journal of Zoology 98, 79-87.
| Crossref | Google Scholar |
Harris, S. (1981). The food of suburban foxes (Vulpes vulpes), with special reference to London. Mammal Review 11(4), 151-168.
| Crossref | Google Scholar |
Henry, C., Poulle, M.-L., and Roeder, J.-J. (2005). Effect of sex and female reproductive status on seasonal home range size and stability in rural red foxes (Vulpes vulpes). Écoscience 12(2), 202-209.
| Crossref | Google Scholar |
Jewell, P. A. (1966). The concept of home range. Symposia of the Zoological Society of London 18, 85-109.
| Google Scholar |
King, D. R., and Smith, L. A. (1985). The distribution of the European Red Fox (Vulpes vulpes) in Western Australia. Records of the Western Australian Museum 12(2), 197-205.
| Google Scholar |
Kobryn, H. T., Swinhoe, E. J., Bateman, P. W., Adams, P. J., Shephard, J. M., and Fleming, P. A. (2022). Foxes at your front door? Habitat selection and home range estimation of suburban red foxes (Vulpes vulpes). Urban Ecosystems 26(1), 1-17.
| Crossref | Google Scholar |
Kolb, H. H. (1984). Factors affecting the movement of dog foxes in Edinburgh. Journal of Applied Ecology 21(1), 161-173.
| Crossref | Google Scholar |
Kolb, H. H. (1986). Some observations on the home ranges of vixens (Vulpes vulpes) in the suburbs of Edinburgh. Journal of Zoology, London 2104, 636-639.
| Crossref | Google Scholar |
Lichti, N. I., and Swihart, R. K. (2011). Estimating utilization distributions with kernel versus local convex hull methods. Journal of Wildlife Management 75(2), 413-422.
| Crossref | Google Scholar |
Macdonald, D. W. (1983). The ecology of carnivore social behaviour. Nature 301, 379-384.
| Crossref | Google Scholar |
Main, M. T., Davis, R. A., Blake, D., Mills, H., Doherty, T. S., and Dutta, T. (2020). Human impact overrides bioclimatic drivers of red fox home range size globally. Diversity and Distributions 26, 1083-1092.
| Crossref | Google Scholar |
Marks, C. A., and Bloomfield, T. E. (2006). Home-range size and selection of natal den and diurnal shelter sites by urban red foxes (Vulpes vulpes) in Melbourne. Wildlife Research 33(4), 339-347.
| Crossref | Google Scholar |
Matthiopoulos, J. (2003). Model‐supervised kernel smoothing for the estimation of spatial usage. Oikos 102(2), 367-377.
| Crossref | Google Scholar |
Meek, P. D., and Saunders, G. (2000). Home range and movement of foxes (Vulpes vulpes) in coastal New South Wales, Australia. Wildlife Research 27, 663-668.
| Crossref | Google Scholar |
Moßbrucker, A. M., Fleming, C. H., Imron, M. A., Pudyatmoko, S., and Sumardi, (2016). AKDEC home range size and habitat selection of Sumatran elephants. Wildlife Research 43(7),.
| Crossref | Google Scholar |
Molsher, R. L., Gifford, E. J., and McIlroy, J. C. (2000). Temporal, spatial and individual variation in the diet of red foxes (Vulpes vulpes) in central New South Wales. Wildlife Research 27, 593-601.
| Crossref | Google Scholar |
Mueller, M. A., Drake, D., and Allen, M. L. (2018PMCID: PMC5783369). Coexistence of coyotes (Canis latrans) and red foxes (Vulpes vulpes) in an urban landscape. PLoS One 13(1), e0190971.
| Crossref | Google Scholar | PubMed |
Noonan, M. J., Tucker, M. A., Fleming, C. H., Akre, T. S., Alberts, S. C., Ali, A. H., Altmann, J., Antunes, P. C., Belant, J. L., Beyer, D., Blaum, N., Böhning‐Gaese, K., Cullen, L., de Paula, R. C., Dekker, J., Drescher‐Lehman, J., Farwig, N., Fichtel, C., Fischer, C., Ford, A. T., Goheen, J. R., Janssen, R., Jeltsch, F., Kauffman, M., Kappeler, P. M., Koch, F., LaPoint, S., Markham, A. C., Medici, E. P., Morato, R. G., Nathan, R., Oliveira‐Santos, L. G. R., Olson, K. A., Patterson, B. D., Paviolo, A., Ramalho, E. E., Rösner, S., Schabo, D. G., Selva, N., Sergiel, A., Xavier da Silva, M., Spiegel, O., Thompson, P., Ullmann, W., Zięba, F., Zwijacz‐Kozica, T., Fagan, W. F., Mueller, T., and Calabrese, J. M. (2019). A comprehensive analysis of autocorrelation and bias in home range estimation. Ecological Monographs 89(2), e01344.
| Crossref | Google Scholar |
O’Connor, J. M., Burrows, D. M., Allen, B. L., and Burnett, S. E. (2019). Is the European red fox a vector of the invasive basket asparagus (Asparagus aethiopicus) in eastern Australia? Australian Mammalogy 42(2), 204-210.
| Crossref | Google Scholar |
O’Connor, J. M., Srivastava, S. K., Brunton, E. A., and Burnett, S. E. (2021). Urban fringe dweller: the European red fox. Australian Journal of Zoology 68(1), 9-24.
| Crossref | Google Scholar |
Péron, G. (2019PMCID: PMC6530033). Modified home range kernel density estimators that take environmental interactions into account. Movement Ecology 7, 16.
| Crossref | Google Scholar | PubMed |
Pluemer, M., Dubay, S., Drake, D., Crimmins, S., Veverka, T., Hovanec, H., Torkelson, M., and Mueller, M. (2019). Red foxes (Vulpes vulpes) and coyotes (Canis latrans) in an urban landscape: prevalence and risk factors for disease. Journal of Urban Ecology 5(1), juz022.
| Crossref | Google Scholar |
Roach, E. (2020) Contact rates, inter and intra species competition, and fine scale movement patterns in Red Fox (Vulpes vulpes) across an urban gradient. Available at https://conservancy.umn.edu/server/api/core/bitstreams/0fd425fd-8a90-4054-9a78-0a0a2ab99527/content
Robley, A., Gormley, A. M., Albert, R., Bowd, M., Hatfield, C., McDonald, R., Thorp, A., Scroggie, M., Smith, A., and Warton, D. (2011) Glenelg Ark 2005-2010: evidence of sustained control of foxes and benefits for native mammals. (Department of Sustainability and Environment Arthur Rylah Institute for Environmental Research Technical Report Series No. 226)
Saunders, G., White, P. C. L., Harris, S., and Rayner, J. M. V. (1993). Urban foxes (Vulpes vulpes); food acquisition, time and energy budgeting of a generalized predator. Symposia of the Zoological Society of London 65, 215-234.
| Google Scholar |
Saunders, G., Berghout, M., Kay, B., Triggs, B., van de Ven, R., and Winstanley, R. (2004). The diet of foxes (Vulpes vulpes) in south-eastern Australia and the potential effects on rabbit haemorrhagic disease. Wildlife Research 31, 13-18.
| Crossref | Google Scholar |
Scoleri, V. P., Ingram, J., Johnson, C. N., and Jones, M. E. (2023PMCID: PMC10015323). Top predator restricts the niche breadth of prey: effects of assisted colonization of Tasmanian devils on a widespread omnivorous prey. Proceedings of the Royal Society B: Biological Sciences 290(1995), 20222113.
| Crossref | Google Scholar | PubMed |
Silva, I., Fleming, C. H., Noonan, M. J., Alston, J., Folta, C., Fagan, W. F., and Calabrese, J. M. (2021). Autocorrelation‐informed home range estimation: a review and practical guide. Methods in Ecology and Evolution 13(3), 534-544.
| Crossref | Google Scholar |
Soulsbury, C. D., Iossa, G., Baker, P. J., White, P. C. L., and Harris, S. (2011). Behavioral and spatial analysis of extraterritorial movements in red foxes (Vulpes vulpes). Journal of Mammalogy 92(1), 190-199.
| Crossref | Google Scholar |
Stepkovitch, B., Martin, J. M., Dickman, C. R., and Welbergen, J. A. (2019). Urban lifestyle supports larger red foxes in Australia: an investigation into the morphology of an invasive predator. Journal of Zoology 309(4), 287-294.
| Crossref | Google Scholar |
Thompson, G. G. (1994). Activity area during the breeding season of Varanus gouldii (Reptilia: Varanidae) in an urban environment. Wildlife Research 21, 633-641.
| Crossref | Google Scholar |
Tolhurst, B. A., Baker, R. J., Cagnacci, F., and Scott, D. M. (2020PMCID: PMC7401560). Spatial Aspects of Gardens Drive Ranging in Urban Foxes (Vulpes vulpes): the Resource Dispersion Hypothesis Revisited. Animals (Basel) 10(7), 1167.
| Crossref | Google Scholar | PubMed |
Walton, Z., Samelius, G., Odden, M., and Willebrand, T. (2017PMCID: PMC5383297). Variation in home range size of red foxes Vulpes vulpes along a gradient of productivity and human landscape alteration. PLoS One 12(4), e0175291.
| Crossref | Google Scholar | PubMed |
Woinarski, J. C. Z., South, S. L., Drummond, P., Johnston, G. R., and Nankivell, A. (2018). The diet of the feral cat (Felis catus), red fox (Vulpes vulpes) and dog (Canis familiaris) over a three-year period at Witchelina Reserve, in arid South Australia. Australian Mammalogy 40(2), 204-213.
| Crossref | Google Scholar |
Woollard, T., and Harris, S. (1990). A behavioural comparison of dispersing and non-dispersing foxes (Vulpes vulpes) and an evaluation of some dispersal hypotheses. Journal of Animal Ecology 59(2), 709-722.
| Crossref | Google Scholar |