Does estimator choice influence our ability to detect changes in home-range size?

Johannes Signer1, Niko Balkenhol1, Mark A. Ditmer2, John Fieberg2
1Department of Wildlife Science, University of Göttingen, Büsgenweg 3, Göttingen, 37077, Germany
2Department of Fisheries, Wildlife, Conservation Biology University of Minnesota, St. Paul, USA

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Börger L, Dalziel BD, Fryxell JM. Are there general mechanisms of animal home range behaviour? A review and prospects for future research. Ecol Lett. 2008; 11(6):637–50. doi: 10.1111/j.1461-0248.2008.01182.x

Anderson DP, Forester JD, Turner MG, Frair JL, Merrill EH, Fortin D, et al. Factors influencing female home range sizes in elk (Cervus elaphus) in north american landscapes. Landsc Ecol. 2005; 20(3):257–71.

Börger L, Franconi N, Ferretti F, Meschi F, De Michele G, Gantz A, et al. An integrated approach to identify spatiotemporal and individual-level determinants of animal home range size. Am Nat. 2006; 168(4):471–85.

Manly BF, McDonald LL, Thomas DL, McDonald TL, Erickson WP. Resource selection by animals: statistical design and analysis for field studies. Dordrecht, The Netherlands: Kluwer Academic Publishers; 2002.

Thurfjell H, Ciuti S, Boyce MS. Applications of step-selection functions in ecology and conservation. Mov Ecol. 2014; 2(1):4. doi: 10.1186/2051-3933-2-4

Patterson T, Thomas L, Wilcox C, Ovaskainen O, Matthiopoulos J. State–space models of individual animal movement. Trends Ecol Evol. 2008; 23(2):87–94. doi: 10.1016/j.tree.2007.10.009

McClintock BT, King R, Thomas L, Matthiopoulos J, McConnell BJ, Morales JM. A general discrete-time modeling framework for animal movement using multistate random walks. Ecol Monogr. 2012; 82(3):335–49. doi: 10.1890/11-0326.1

Walter WD, VerCauteren KC, Campa III H, Clark WR, Fischer JW, Hygnstrom SE, et al. Regional assessment on influence of landscape configuration and connectivity on range size of white-tailed deer. Landsc Ecol. 2009; 24(10):1405–1420.

Reinecke H, Leinen L, Thißen I, Meißner M, Herzog S, Schütz S, et al. Home range size estimates of red deer in Germany: environmental, individual and methodological correlates. Eur J Wildl Res. 2013; 60(2):237–47. doi: 10.1007/s10344-013-0772-1

Morellet N, Bonenfant C, Börger L, Ossi F, Cagnacci F, Heurich M, et al. Seasonality, weather and climate affect home range size in roe deer across a wide latitudinal gradient within Europe. J Anim Ecol. 2013; 82(6):1326–1339. doi: 10.1111/1365-2656.12105

Knight CM, Kenward RE, Gozlan RE, Hodder KH, Walls SS, Lucas MC. Home-range estimation within complex restricted environments: importance of method selection in detecting seasonal change. Wildl Res. 2009; 36(3):213–24.

van Beest FM, Rivrud IM, Loe LE, Milner JM, Mysterud A. What determines variation in home range size across spatiotemporal scales in a large browsing herbivore?J Anim Ecol. 2011; 80(4):771–85. doi: 10.1111/j.1365-2656.2011.01829.x

Fieberg J, Börger L. Could you please phrase “home range” as a question?J Mammal. 2012; 93(4):890–902.

Kie JG, Matthiopoulos J, Fieberg J, Powell RA, Cagnacci F, Mitchell MS, et al. The home-range concept: are traditional estimators still relevant with modern telemetry technology?Phil Trans R Soc B: Biol Sci. 2010; 365(1550):2221–231. doi: 10.1098/rstb.2010.0093

Powell RA, Mitchell MS. What is a home range?J Mammal. 2012; 93(4):948–58.

Burt WH. Territoriality and home range concepts as applied to mammals. J Mammal. 1943; 24(3):346–52.

Nathan R, Getz WM, Revilla E, Holyoak M, Kadmon R, Saltz D, et al. A movement ecology paradigm for unifying organismal movement research. Proc Natl Acad Sci. 2008; 105(49):19052–9.

Saura S, Martínez-Millán J. Landscape patterns simulation with a modified random clusters method. Landsc Ecol. 2000; 15(7):661–78.

Efford M. Secr: spatially explicit capture-recapture models. 2013. R package version 2.7.0. http://cran.r-project.org/package=secr

R Core Team. R: a language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing; 2013. http://www.r-project.org .

Laver PN, Kelly MJ. A critical review of home range studies. J Wildl Manag. 2008; 72(1):290–8. 10.2193/2005-589

Scull P, Palmer M, Frey F, Kraly E. A comparison of two home range modeling methods using Ugandan mountain gorilla data. Int J Geogr Inf Sci. 2012; 26(11):2111–121. doi: 10.1080/13658816.2012.691507

Worton B. Kernel methods for estimating the utilization distribution in home-range studies. Ecology. 1989; 70(1):164–8.

Seaman DE, Powell RA. An evaluation of the accuracy of kernel density estimators for home range analysis. Ecology. 1996; 77(7):2075–085.

Sheather SJ, Jones MC. A reliable data-based bandwidth selection method for kernel density estimation. J R Stat Soc Ser B Methodol. 1991; 53:683–90.

Kie JG. A rule-based ad hoc method for selecting a bandwidth in kernel home-range analyses. Anim Biotelemetry. 2013; 1(1):1–12.

Signer J, Balkenhol N. Reproducible home ranges (rhr): a new, user-friendly R package for analyses of wildlife telemetry data. Wildl Soc Bull. 2015. doi:10.1002/wsb.539 .

Ditmer MA. American black bears: strategies for living in a fragmented, agricultural landscape. PhD thesis, University of Minnesota, Saint Paul, Minnesota 2014.

Börger L, Franconi N, De Michele G, Gantz A, Meschi F, Manica A, et al. Effects of sampling regime on the mean and variance of home range size estimates. J Anim Ecol. 2006; 75(6):1393–405.

Nilsen EB, Pedersen S, Linnell JDC. Can minimum convex polygon home ranges be used to draw biologically meaningful conclusions?Ecol Res. 2007; 23(3):635–9. doi: 10.1007/s11284-007-0421-9

Lichti NI, Swihart RK. Estimating utilization distributions with kernel versus local convex hull methods. J Wildl Manag. 2011; 75(2):413–22. doi: http://dx.doi.org/10.1002/jwmg.48

Schuler KL, Schroeder GM, Jenks JA, Kie JG. Ad hoc smoothing parameter performance in kernel estimates of GPS-derived home ranges. Wildl Biol. 2014; 20(5):259–66. doi: http://dx.doi.org/10.2981/wlb.12117

Fieberg J. Kernel density estimators of home range: smoothing and the autocorrelation red herring. Ecology. 2007; 88(4):1059–66.