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Use of GPS location clusters analysis to study predation, feeding, and maternal behavior of the Eurasian lynx

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Ecological Research

Abstract

Analysis of global positioning system (GPS) location clusters (GLCs) is becoming increasingly popular in studies of carnivore ecology. While promising, this application of GPS technology is still poorly developed for most species. We applied this method to study predation and maternal behavior of the Eurasian lynx (Lynx lynx) in the Dinaric Mountains. Low population densities, rugged terrain, dense vegetation, and administrative borders make studies of this endangered population using traditional methods and a limited budget very challenging. We used the geographic information system and linear mixed-effects models to understand the movement of lynx during the consumption process and denning period and estimate lynx kill rates. A total of 99 % of kills were found at GLCs longer than 30 h and with minimum two locations within 300 m. We confirmed 86 % of potential kills and all potential dens that were searched for in the field. High success in predicting kill and den sites showed that the Eurasian lynx is a suitable species for application of the GLC analysis methods. Comparison of field-confirmed kills with model predictions showed the possibility for remote estimation of approximate kill rates in Eurasian lynx. Movements of the lynx were primarily affected by daytime period, time since the last kill/den translocation, lynx category, and their interactions. Based on the empirical data, we programmed simulations of lynx movements and elaborated recommendations for more efficient field procedures and study designs (GPS schedules) for future studies. We believe that our findings and approach will also benefit studies of other species with similar behavior.

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References

  • Alfredéen A-C (2006) Denning behaviour and movement pattern during summer of wolves Canis lupus on the Scandinavian Peninsula. Diploma thesis. Institutionen för naturvårdsbiologi, Uppsala

  • Anderson CR, Lindzey FG (2003) Estimating cougar predation rates from GPS location clusters. J Wildl Manage 67:307–316

    Article  Google Scholar 

  • Bartoñ K (2010) MuMIn: multi-model inference. R package version 0.13.17. http://CRAN.R-project.org/package=MuMIn. Accessed 18 January 2011

  • Bothma JdP, le Riche EAN (1984) Aspects of the ecology and the behavior of the leopard Panthera pardus in the Kalahari Desert. Suppl Koedoe 27:259–279

    Google Scholar 

  • Boutros D, Breitenmoser-Wursten C, Zimmermann F, Ryser A, Molinari-Jobin A, Capt S, Guntert M, Breitenmoser U (2007) Characterisation of Eurasian lynx Lynx lynx den sites and kitten survival. Wildl Biol 13:417–429

    Article  Google Scholar 

  • Breitenmoser U, Breitenmoser-Würsten C (2008) Der Luchs: Ein Grossraubtier in der Kulturlandschaft. Salm Verlag, Wohlen and Bern (in German)

  • Burnham KP, Anderson DR (2002) Model selection and multimodel inference: a practical information-theoretic approach, 2nd edn. Springer, Berlin Heidelberg New York

    Google Scholar 

  • Franke A, Caelli T, Kuzyk G, Hudson RJ (2006) Prediction of wolf (Canis lupus) kill-sites using hidden Markov models. Ecol Model 197:237–246. doi:10.1016/j.ecolmodel.2006.02.043

    Article  Google Scholar 

  • Haglund B (1966) Winter habits of the lynx (Lynx lynx L.) and wolverine (Gulo gulo L.) as revealed by tracking in the snow. Viltrevy 4:81–229

    Google Scholar 

  • Jerina K, Krofel M, Stergar M, Videmšek U (2012) Factors affecting brown bear habituation to humans: a GPS telemetry study, final report. University of Ljubljana, Biotechnical Faculty, Ljubljana

  • Jobin A, Molinari P, Breitenmoser U (2000) Prey spectrum, prey preference and consumption rates of Eurasian lynx in the Swiss Jura Mountains. Acta Theriol 45:243–252

    Google Scholar 

  • Knopff KH, Knopff AA, Warren MB, Boyce MS (2009) Evaluating global positioning system telemetry techniques for estimating cougar predation parameters. J Wildl Manage 73:586–597. doi:10.2193/2008-294

    Article  Google Scholar 

  • Kos I, Potočnik H, Skrbinšek T, Skrbinšek Majić A, Jonozovič M, Krofel M (2005) Lynx in Slovenia, 2nd edn. University of Ljubljana, Ljubljana (in Slovenian with English summary)

  • Krofel M, Potočnik H, Skrbinšek T, Kos I (2006) Movement and predation patterns of Eurasian lynx (Lynx lynx) on Menišija and Logatec plateau (Slovenia). Veterinarske novice 32:11–17 (in Slovenian with English abstract)

    Google Scholar 

  • Krofel M, Kos I, Potočnik H, Kljun F, Skrbinšek T, Linnell JDC, Odden J (2007) Using new lightweight GPS/GSM transmitters to monitor movement and predation of Eurasian lynx (Lynx lynx). Felid Biology and Conservation Conference. Oxford University, Oxford, p 117

    Google Scholar 

  • Krofel M, Filacorda S, Jerina K (2010) Mating-related movements of male brown bears on the periphery of an expanding population. Ursus 21:23–29

    Article  Google Scholar 

  • Krofel M, Huber D, Kos I (2011) Diet of Eurasian lynx Lynx lynx in the northern Dinaric Mountains (Slovenia and Croatia): importance of edible dormouse Glis glis as alternative prey. Acta Theriol 56:315–322. doi:10.1007/s13364-011-0032-2

    Article  Google Scholar 

  • Krofel M, Kos I, Jerina K (2012) The noble cats and the big bad scavengers: effects of dominant scavengers on solitary predators. Behav Ecol Sociobiol 66:1297–1304. doi:0.1007/s00265-012-1384-6

    Article  Google Scholar 

  • Literak I, Literakova M, Klimes J (2000) Observations on feeding order in a group of Eurasian lynx. Acta Theriol 45:427–430

    Google Scholar 

  • Mattisson J, Andren H, Persson J, Segerstrom P (2010) Effects of species behavior on global positioning system collar fix rates. J Wildl Manage 74:557–563. doi:10.2193/2009-157

    Article  Google Scholar 

  • Mattisson J, Odden J, Nilsen EB, Linnell JDC, Persson J, Andrén H (2011a) Factors affecting Eurasian lynx kill rates on semi-domestic reindeer in northern Scandinavia: can ecological research contribute to the development of a fair compensation system? Biol Conserv 144:3009–3017. doi:10.1016/j.biocon.2011.09.004

    Article  Google Scholar 

  • Mattisson J, Andrén H, Persson J, Segerström P (2011b) Influence of intraguild interactions on resource use by wolverines and Eurasian lynx. J Mammal 92:1321–1330. doi:10.1644/11-mamm-a-099.1

    Article  Google Scholar 

  • Merrill E, Sand H, Zimmermann B, McPhee H, Webb N, Hebblewhite M, Wabakken P, Frair JL (2010) Building a mechanistic understanding of predation with GPS-based movement data. Philos T R Soc B 365:2279–2288. doi:10.1098/rstb.2010.0077

    Article  Google Scholar 

  • Metz MC, Vucetich JA, Smith DW, Stahler DR, Peterson RO (2011) Effect of sociality and season on gray wolf (Canis lupus) foraging behavior: implications for estimating summer kill rate. Plos One 6. doi:10.1371/journal.pone.0017332

  • Mills MGL (1992) A comparison of methods used to study food habits of large African carnivores. In: McCullough DR, Barrett RH (eds) Wildlife 2001: populations. Elsevier Applied Science, New York, pp 1112–1123

    Chapter  Google Scholar 

  • Molinari P, Molinari-Jobin A (2001) Behavioural observations of interactions in a free-ranging lynx Lynx lynx family at kills. Acta Theriol 46:441–445

    Article  Google Scholar 

  • Molinari-Jobin A, Molinari P, Breitenmoser-Wursten C, Breitenmoser U (2002) Significance of lynx Lynx lynx predation for roe deer Capreolus capreolus and chamois Rupicapra rupicapra mortality in the Swiss Jura Mountains. Wildl Biol 8:109–115

    Google Scholar 

  • Odden J, Linnell JDC, Andersen R (2006) Diet of Eurasian lynx, Lynx lynx, in the boreal forest of southeastern Norway: the relative importance of livestock and hares at low roe deer density. Eur J Wildl Res 52:237–244. doi:10.1007/s10344-006-0052-4

    Article  Google Scholar 

  • Okarma H, Jedrzejewski W, Schmidt K, Kowalczyk R, Jedrzejewska B (1997) Predation of Eurasian lynx on roe deer and red deer in Bialowieza Primeval Forest, Poland. Acta Theriol 42:203–224

    Google Scholar 

  • Palacios V, Mech LD (2011) Problems with studying wolf predation on small prey in summer via global positioning system collars. Eur J Wildl Res 57:149–156. doi:10.1007/s10344-010-0408-7

    Article  Google Scholar 

  • Pinheiro J, Bates D, DebRoy S, Sarkar D, R Development Core Team (2011) nlme: linear and nonlinear mixed effects models. R package version 3.1-98. http://cran.r-project.org/package=nlme. Accessed 5 March 2011

  • R Development Core Team (2011) R: A language and environment for statistical computing. 2.12.2 ed. R Foundation for Statistical Computing, Vienna, Austria

  • Ruth TK, Buotte PC, Quigley HB (2010) Comparing ground telemetry and global positioning system methods to determine cougar kill rates. J Wildl Manage 74:1122–1133. doi:10.2193/2009-058

    Article  Google Scholar 

  • Sand H, Zimmermann B, Wabakken P, Andren H, Pedersen HC (2005) Using GPS technology and GIS cluster analyses to estimate kill rates in wolf-ungulate ecosystems. Wildl Soc B 33:914–925

    Article  Google Scholar 

  • Schaller GB (1972) The Serengeti lion: a study of predator-prey relations. The University of Chicago Press, Chicago

    Google Scholar 

  • Schmidt K (1998) Maternal behaviour and juvenile dispersal in the Eurasian lynx. Acta Theriol 43:391–408

    Google Scholar 

  • Sindičić M, Sinanović N, Majić Skrbinšek A, Huber D, Kunovac S, Kos I (2009) Legal status and management of the Dinaric lynx population. Veterinaria 58: 229–238

  • Skrbinšek T, Jelenčič M, Waits L, Kos I, Jerina K, Trontelj P (2012) Monitoring the effective population size of a brown bear (Ursus arctos) population using new single-sample approaches. Mol Ecol 21:862–875. doi:10.1111/j.1365-294X.2011.05423.x

    Article  PubMed  Google Scholar 

  • Smole I (2012) The importance of large herbivore carcasses for vertebrate scavengers in Dinaric forests of Slovenia, diploma thesis. University of Ljubljana, Ljubljana (in Slovenian with English abstract)

  • Špacapan M (2012) Activity of brown bear (Ursus arctos) in the winter time, diploma thesis. University of Ljubljana, Ljubljana (in Slovenian with English abstract)

  • Tambling CJ, Belton LE (2009) Feasibility of using proximity tags to locate female lion Panthera leo kills. Wildl Biol 15:435–441. doi:10.2981/09-029

    Article  Google Scholar 

  • Tambling CJ, Cameron EZ, Du Toit JT, Getz WM (2010) Methods for locating African lion kills using global positioning system movement data. J Wildl Manage 74:549–556. doi:10.2193/2009-010

    Article  Google Scholar 

  • Tomkiewicz SM, Fuller MR, Kie JG, Bates KK (2010) Global positioning system and associated technologies in animal behaviour and ecological research. Philos Trans R Soc Lond B Biol Sci 365:2163–2176. doi:10.1098/rstb.2010.0090

    Article  PubMed  Google Scholar 

  • von Arx M, Breitenmoser-Würsten C, Zimmermann F, Breitenmoser U (2004) Status and conservation of the Eurasian lynx (Lynx lynx) in Europe in 2001. KORA, Muri

    Google Scholar 

  • Webb NF, Hebblewhite M, Merrill EH (2008) Statistical methods for identifying wolf kill sites using global positioning system locations. J Wildl Manage 72:798–807. doi:10.2193/2006-566

    Article  Google Scholar 

  • Zimmermann B, Wabakken P, Sand H, Pedersen HC, Liberg O (2007) Wolf movement patterns: a key to estimation of kill rate? J Wildl Manage 71:1177–1182. doi:10.2193/2006-306

    Google Scholar 

  • Zuur AF, Ieno EN, Walker NJ, Saveliev AA, Smith GM (2009) Mixed effects models and extensions in ecology with R. Springer, Berlin Heidelberg New York

    Book  Google Scholar 

Download references

Acknowledgments

We would like to thank F. Kljun, H. Potočnik, N. Ražen, and A. Žagar for help in trapping of the studied lynx and searching for prey remains. We would also like to thank several undergraduate students from the University of Ljubljana for their help with the fieldwork and to A. Majić Skrbinšek for project coordination. M. De Groot, R. Serrouya, and three anonymous reviewers reviewed the early versions of this manuscript and gave us helpful suggestions. This study was partly financed by European Union through INTERREG IIIA Neighborhood Program Slovenia/Hungary/Croatia 2004–2006 (project “DinaRis”), Slovenian Research Agency (project P1-0184), Ministry of Agriculture, Forestry and Food (project V4-0497) and the Slovenian Environmental Agency (project no. 2523-09-100075). The work complies with ethical standards in the treatment of animals and current laws of the country in which they were performed. Procedures involving handling of lynx were according to the permission issued on June 1, 2006, by the Slovenian Environmental Agency (permission no. 35601-45/2006-6).

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  1. Animal Ecology Research Group, Biotechnical Faculty, University of Ljubljana, Večna pot 111, 1001, Ljubljana, Slovenia

    Miha Krofel, Tomaž Skrbinšek & Ivan Kos

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  1. Miha Krofel
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  2. Tomaž Skrbinšek
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  3. Ivan Kos
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Correspondence to Miha Krofel.

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M. Krofel and T. Skrbinšek contributed equally to this paper.

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Krofel, M., Skrbinšek, T. & Kos, I. Use of GPS location clusters analysis to study predation, feeding, and maternal behavior of the Eurasian lynx. Ecol Res 28, 103–116 (2013). https://doi.org/10.1007/s11284-012-1005-x

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  • DOI: https://doi.org/10.1007/s11284-012-1005-x

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