A framework for modelling range shifts and migrations: asking when, whither, whether and will it return

作者: Eliezer Gurarie , Francesca Cagnacci , Wibke Peters , Christen H. Fleming , Justin M. Calabrese

DOI: 10.1111/1365-2656.12674

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摘要: Summary Many animals undertake movements that are longer scaled and more directed than their typical home ranging behaviour. These include seasonal migrations (e.g. between breeding feeding grounds), natal dispersal, nomadic range shifts responses to local environmental disruptions. While various heuristic tools exist for identifying migrations, none explicitly model the movement of within a statistical framework facilitates quantitative comparisons. We present mechanistic shift analysis (MRSA), method estimate suite parameters: times initiation, duration transitions, centroids areas respective ranges. The can take autocorrelation irregular sampling is characteristic much data into account. parameters suggest an intuitive measure, index, extent shift. likelihood based estimation further allows tests several relevant hypotheses, including test, stopover test site fidelity test. provided in R package (marcher). We applied MRSA population GPS tracked roe deer (Capreolus capreolus) Italian Alps 2005 2008. With respect migration, this extremely variable difficult classify. Using MRSA, we were able quantify behaviours across among individuals years, extents, durations locations shifts, cases would have been ambiguous detect using existing tools. The strongest patterns differences years: many simply did not perform migration wintering grounds during mild winter 2006–2007, even though some these same move extensively other, harsher winters. For migrants, however, years was high, after skipping entire migration. results behavioural plasticity tactical immediate cues reflected decision whether rather where migrate. also revealed trade-off probability migrating size range.

参考文章(76)
Wolfgang Alt, Correlation Analysis of Two-Dimensional Locomotion Paths Springer, Berlin, Heidelberg. pp. 254- 268 ,(1990) , 10.1007/978-3-642-51664-1_18
Peter Berthold, Bird Migration: A General Survey ,(1994)
Bart Kranstauber, Roland Kays, Scott D. LaPoint, Martin Wikelski, Kamran Safi, A dynamic Brownian bridge movement model to estimate utilization distributions for heterogeneous animal movement. Journal of Animal Ecology. ,vol. 81, pp. 738- 746 ,(2012) , 10.1111/J.1365-2656.2012.01955.X
Achim Zeileis, Gabor Grothendieck, zoo: S3 Infrastructure for Regular and Irregular Time Series Journal of Statistical Software. ,vol. 14, pp. 1- 27 ,(2005) , 10.18637/JSS.V014.I06
Hattie L. A. Bartlam-Brooks, Pieter S. A. Beck, Gil Bohrer, Stephen Harris, In search of greener pastures: Using satellite images to predict the effects of environmental change on zebra migration Journal of Geophysical Research: Biogeosciences. ,vol. 118, pp. 1427- 1437 ,(2013) , 10.1002/JGRG.20096
Johannes De Groeve, Nico Van de Weghe, Nathan Ranc, Tijs Neutens, Lino Ometto, Omar Rota‐Stabelli, Francesca Cagnacci, Extracting spatio-temporal patterns in animal trajectories: an ecological application of sequence analysis methods Methods in Ecology and Evolution. ,vol. 7, pp. 369- 379 ,(2016) , 10.1111/2041-210X.12453
M. Ramanzin, E. Sturaro, D. Zanon, Seasonal migration and home range of roe deer (Capreolus capreolus) in the Italian eastern Alps Canadian Journal of Zoology. ,vol. 85, pp. 280- 289 ,(2007) , 10.1139/Z06-210
Chris H. Fleming, Justin M. Calabrese, Thomas Mueller, Kirk A. Olson, Peter Leimgruber, William F. Fagan, From fine-scale foraging to home ranges: a semivariance approach to identifying movement modes across spatiotemporal scales. The American Naturalist. ,vol. 183, ,(2014) , 10.1086/675504
Lisa A. Kerr, David H. Secor, Philip M. Piccoli, Partial Migration of Fishes as Exemplified by the Estuarine-Dependent White Perch Fisheries. ,vol. 34, pp. 114- 123 ,(2009) , 10.1577/1548-8446-34.3.114
R.I. Jennrich, F.B. Turner, Measurement of non-circular home range Journal of Theoretical Biology. ,vol. 22, pp. 227- 237 ,(1969) , 10.1016/0022-5193(69)90002-2