期刊论文详细信息
Movement Ecology
Is pre-breeding prospecting behaviour affected by snow cover in the irruptive snowy owl? A test using state-space modelling and environmental data annotated via Movebank
Joël Bety1  Keith L Bildstein2  Nicolas Lecomte5  Gilles Gauthier4  David Pinaud3  Jean-François Therrien2 
[1] Département de Biologie & Centre d’Études Nordiques, Université du Québec à Rimouski, Québec G5L 3A1, Canada;Hawk Mountain Sanctuary, Acopian Center for Conservation Learning, Orwigsburg 17961, PA, USA;CEBC, UMR7372, CNRS/Univ La Rochelle, 79360 Villiers en Bois, La Rochelle, France;Département de Biologie & Centre d’Études Nordiques, Université Laval, Québec G1V 0A6, Canada;Canada Research Chair in Polar and Boreal Ecology, Université de Moncton, Moncton E1A 3E9, Canada
关键词: State-space model;    Snowy owl;    Snow;    Pre-breeding movements;    Movebank;    Env-DATA;    Dispersal;   
Others  :  1132166
DOI  :  10.1186/s40462-015-0028-7
 received in 2014-10-15, accepted in 2015-01-05,  发布年份 2015
PDF
【 摘 要 】

Background

Tracking individual animals using satellite telemetry has improved our understanding of animal movements considerably. Nonetheless, thorough statistical treatment of Argos datasets is often jeopardized by their coarse temporal resolution. State-space modelling can circumvent some of the inherent limitations of Argos datasets, such as the limited temporal resolution of locations and the lack of information pertaining to the behavioural state of the tracked individuals at each location. We coupled state-space modelling with environmental characterisation of modelled locations on a 3-year Argos dataset of 9 breeding snowy owls to assess whether searching behaviour for breeding sites was affected by snow cover and depth in an arctic predator that shows a lack of breeding site fidelity.

Results

The state-space modelling approach allowed the discrimination of two behavioural states (searching and moving) during pre-breeding movements. Tracked snowy owls constantly switched from moving to searching behaviour during pre-breeding movements from mid-March to early June. Searching events were more likely where snow cover and depth was low. This suggests that snowy owls adapt their searching effort to environmental conditions encountered along their path.

Conclusions

This modelling technique increases our understanding of movement ecology and behavioural decisions of individual animals both locally and globally according to environmental variables.

【 授权许可】

   
2015 Therrien et al.; licensee BioMed Central.

【 预 览 】
附件列表
Files Size Format View
20150303145429293.pdf 951KB PDF download
Figure 3. 29KB Image download
Figure 2. 31KB Image download
Figure 1. 41KB Image download
【 图 表 】

Figure 1.

Figure 2.

Figure 3.

【 参考文献 】
  • [1]Douglas DC, Weinzierl R, Davidson SC, Kays R, Wikelski M, Bohrer G: Moderating Argos location errors in animal tracking data. Meth Ecol Evol. 2012, 3:999-1007.
  • [2]Nathan R, Getzb WM, Revillac E, Holyoak M, Kadmona R, Saltze D, Smousef PE: A movement ecology paradigm for unifying organismal movement research. PNAS. 2008, 105:19052-9.
  • [3]Lowther AD, Harcourt RG, Page B, Goldsworthy SD: Steady as he goes: at-sea movement of adult male Australian sea lions in a dynamic marine environment. PLoS One. 2013, 8:e74348.
  • [4]Blanchet MA, Lydersen C, Ims RA, Lowther AD, Kovacs KM: Harbour seal Phoca vitulina movement patterns in the high-Arctic archipelago of Svalbard, Norway. Aquat Biol. 2014, 21:167-81.
  • [5]Jonsen ID, Flemming JM, Myers RA: Robust state-space modeling of animal movement data. Ecology. 2005, 86:2874-80.
  • [6]Collecte Localisation Satellites: Argos User ’s Manual. CLS America Inc, Largo; 2011.
  • [7]Hawkes C: Linking movement behaviour, dispersal and population processes: is individual variation a key? J Anim Ecol. 2009, 78:894-906.
  • [8]Dodge S, Bohrer G, Weinzierl R, Davidson SC, Kays R, Douglas D, Cruz S, Han J, Brandes D, Wikelski M: The environmental-data automated track annotation (Env-DATA) system: linking animal tracks with environmental data. Movement Ecology. 2013, 1:3. BioMed Central Full Text
  • [9]Gilg O, Sittler B, Sabard B, Hurstel A, Sane R, Delattre P, Hanski L: Functional and numerical responses of four lemming predators in high arctic Greenland. Oikos. 2006, 113:193-216.
  • [10]Therrien JF, Gauthier G, Korpimaki E, Bêty J: Predation pressure by avian predators suggests summer limitation of small mammal populations in the Canadian Arctic. Ecology. 2014, 95:56-67.
  • [11]Fuller M, Holt D, Schueck L: 2003 Snowy Owl Movements: Variation on the Migration Theme. In Avian Migration. Edited by Berthold P, Gwinner E, Sonnenschein E. Springer-Verlag, Berlin; 2003:359-66.
  • [12]Therrien JF, Gauthier G, Pinaud D, Bêty J: Irruptive movements and breeding dispersal of snowy owls: a specialized predator exploiting a pulsed resource. J Avian Biol. 2014, 45:536-44.
  • [13]Newton I: Advances in the study of irruptive migration. Ardea. 2006, 94:433-60.
  • [14]Parmelee DF: Snowy Owl. In The Birds of North America. Edited by Poole A, Stettenheim P, Gill F. The American Ornithologists’ Union, Washington; 1992:1-20.
  • [15]Therrien JF, Gauthier G, Robillard A, Lecomte N, Bêty J: Écologie de la reproduction du harfang des neiges dans l’Arctique canadien. Naturaliste Canadien. 2015;139:17-23. In French, with English abstract.
  • [16]Ims RA, Fuglei E: Trophic interaction cycles in tundra ecosystems and the impact of climate change. Bioscience. 2005, 55:311-22.
  • [17]Krebs CJ: Of lemmings and snowshoe hares: the ecology of northern Canada. Proc R Soc B. 2011, 278:481-9.
  • [18]Myrberget S: Geographical synchronism of cycles of small rodents in Norway. Oikos. 1973, 24:220-4.
  • [19]Ims RA, Andreassen HP: Spatial synchronization of vole population dynamics by predatory birds. Nature. 2000, 408:194-6.
  • [20]Lepage D, Gauthier G, Menu S: Reproductive consequences of egg-laying decisions in snow geese. J Anim Ecol. 2000, 69:414-27.
  • [21]Perrins CM: The timing of birds’ breeding seasons. Ibis. 1970, 112:242-55.
  • [22]Chamberlin ML: Winter hunting behavior of a snowy owl in Michigan. Wilson Bull. 1980, 92:116-20.
  • [23]Pitelka FA, Tomich PQ, Treichel GW: Ecological relations of jaegers and owls as lemming predators near Barrow, Alaska. Ecol Monogr. 1955, 25:85-117.
  • [24]Duchesne D, Gauthier G, Berteaux D: Habitat selection, reproduction and predation of wintering lemmings in the Arctic. Oecologia. 2011, 167:967-80.
  • [25]Reid D, Bilodeau F, Krebs CJ, Gauthier G, Kenney AJ, Gilbert BS, Leung MCY, Duchesne D, Hofer E: Lemming winter habitat choice: a snow-fencing experiment. Oecologia. 2012, 168:935-46.
  • [26]Bilodeau F, Gauthier G, Berteaux D: The effect of snow cover on lemming population cycles in the Canadian High Arctic. Oecologia. 2013, 172:1007-16.
  • [27]Derksen C, Brown R: Spring snow cover extent reductions in the 2008–2012 period exceeding climate model projections. Geophys Res Lett. 2012, 39:L19504.
  • [28]Hansen BB, Aanes R, Herfindal I, Kohler J, Saether BE: Climate, icing, and wild arctic reindeer: past relationships and future prospects. Ecology. 2011, 92:1917-23.
  • [29]Stien A, Ims RA, Albon SD, Fuglei E, Irvine RJ, Ropstad E, Halvorsen O, Langvatn R, Loe LE, Veiberg V, Yoccoz NG: Congruent responses to weather variability in high arctic herbivores. Biol Letters. 2012, 8:1002-5.
  • [30]Jonsen ID, Myers RA, James MC: Identifying leatherback turtle foraging behaviour from satellite telemetry using a switching state-space model. Mar Ecol Prog Ser. 2007, 337:255-64.
  • [31]Vergara PM, Pérez-Hernández CG, Hahn IJ, Jiménez JE: Matrix composition and corridor function for austral thrushes in a fragmented temperate forest. Landsc Ecol. 2013, 28:121-33.
  • [32]Therrien JF, Gauthier G, Bêty J: Survival and reproduction of adult snowy owls tracked by satellite. J Wildl Manage. 2012, 76:1562-7.
  • [33]Jonsen ID, Basson M, Bestley S, Bravington MV, Patterson TA, Pedersen MW, Thomson R, Thygesen UH, Wotherspoon SJ: State-space models for bio-loggers: a methodological road map. Deep-Sea Res II. 2013, 88–89:34-46.
  • [34]Plummer M: rjags: Bayesian graphical models using MCMC. R package version 3–9, http://CRAN.R-project.org/package=rjags; 2012.
  • [35]Sumner MD: trip: spatial analysis of animal track data. R package version 1.1-12, http://CRAN.R-project.org/package=trip; 2012.
  • [36]McConnell BJ, Chambers C, Fedak MA: Foraging ecology of southern elephant seals in relation to the bathymetry and productivity of the Southern Ocean. Antarct Sci. 1992, 4:393-8.
  • [37]Gelman A, Rubin DB: Inference from iterative simulation using multiple sequences. Stat Science. 1992, 7:457-72.
  • [38]Ganusevich SA, Maechtle TL, Seegar WS, Yates MA, McGrady MJ, Fuller M, Schueck L, Dayton J, Henny CJ: Autumn migration and wintering areas of Peregrine Falcons Falco peregrinus nesting on the Kola Peninsula, northern Russia. Ibis. 2004, 146:291-7.
  • [39]Kotliar NB, Wiens JA: Multiple scales of patchiness and patch structure: a hierarchical framework for the study of heterogeneity. Oikos. 1990, 59:253-60.
  • [40]Zuur AF, Ieno EN, Walker NJ, Saveliev AA, Smith GM: Mixed Effects Models and Extensions in Ecology With R. Springer, New York; 2008.
  • [41]Bates DM, Maechler M, Bolker B, Walker S, Christensen RHB, Singmann H, Dai B: lme4: Linear mixed-effects models using Eigen and S4. R package version 1.1-7, http://cran.r-project.org/web/packages/lme4/; 2014.
  • [42]Therrien JF, Gauthier G, Bêty J: An avian terrestrial predator of the Arctic relies on the marine ecosystem during winter. J Avian Biol. 2011, 42:363-9.
  • [43]Burnham KP, Anderson DR: Model Selection and Multimodel Inference: A Practical Information-Theoretical Approach. 2nd edition. Springer-Verlag, New York; 2002.
  文献评价指标  
  下载次数:33次 浏览次数:19次