Published December 31, 2017 | Version v1
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Behavioral plasticity in a variable environment: snow depth and habitat interactions drive deer movement in winter

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Gilbert, Sophie L., Hundertmark, Kris J., Person, David K., Lindberg, Mark S., Boyce, Mark S. (2017): Behavioral plasticity in a variable environment: snow depth and habitat interactions drive deer movement in winter. Journal of Mammalogy 98 (1): 246-259, DOI: 10.1093/jmammal/gyw167, URL: https://www.mendeley.com/catalogue/3c923bc1-ae91-33d4-b4e3-58c7389c7a17/

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urn:lsid:plazi.org:pub:9A47DD70C43EFFE4FFC6FF8F5B03FFB0

References

  • ALABACK, P. B. 1982. Dynamics of understory biomass in Sitka spruce-western hemlock forests of Southeast Alaska. Ecology 63:1932-1948.
  • ALABACK, P. B. 2010. An evaluation of canopy gaps in restoring wildlife habitat in second growth forests of southeastern Alaska. The Nature Conservancy-Alaska and the US Forest Service, Juneau.
  • ALABACK, P. G., AND S. SAUNDERS. 2013. Disturbance ecology of the temperate rainforests of Southeast Alaska and adjacent British Columbia. Pp. 73-88 in North temperate rainforests: ecology and conservation (J. W. Shoen and G. Orians, eds.). University of Washington Press, Seattle.
  • ALASKA DEPARTMENT OF FISH AND GAME. 2015. GMU 2 wolf population estimate update, fall 2014. Alaska Department of Fish and Game, Douglas.
  • ALBERT, D. M., AND J. W. SCHOEN. 2013. Use of historical logging patterns to identify disproportionately logged ecosystems within temperate rainforests of southeastern Alaska. Conservation Biology 27:774-784.
  • ARNOLD, T. W. 2010. Uninformative parameters and model selection using Akaike's Information Criterion. The Journal of Wildlife Management 74:1175-1178.
  • ARTHUR, S. M., B. F. J. MANLY, L. L. MCDONALD, G. W. GARNER, AND B. F. J. MANLY. 1996. Assessing habitat selection when availability changes. Ecology 77:215-227.
  • BOTH, C., C. A. M. VAN TURNHOUT, R. G. BIJLSMA, H. SIEPEL, A. J. VAN STRIEN, AND R. P. B. FOPPEN. 2010. Avian population consequences of climate change are most severe for long-distance migrants in seasonal habitats. Proceedings of the Royal Society B 277:1259-1266.
  • BOYCE, M. S., J. S. MAO, E. H. MERRILL, D. FORTIN, AND M. G. TURNER. 2003. Scale and heterogeneity in habitat selection by elk in Yellowstone National Park. Ecoscience 10:421-431.
  • BRINKMAN, T. J., D. K. PERSON, F. S. CHAPIN III, W. SMITH, AND K. J. HUNDERTMARK. 2011. Estimating abundance of Sitka black-tailed deer using DNA from fecal pellets. Journal of Wildlife Management 75:232-242.
  • BROWN, J. S., AND B. P. KOTLER. 2004. Hazardous duty pay and the foraging cost of predation. Ecology Letters 7:999-1014.
  • BURNHAM, K. P., AND D. R. ANDERSON. 2002. Model selection and multimodel inference: a practical information-theoretic approach. 2nd ed. Springer, New York.
  • BURNHAM, K. P., D. R. ANDERSON, AND K. P. HUYVAERT. 2011. AIC model selection and multimodel inference in behavioral ecology: some background, observations, and comparisons. Behavioral Ecology and Sociobiology 65:23-35
  • CADE, B. S. 2015. Model averaging and muddled multimodel inferences. Ecology 96:2370-2382.
  • CHAMAILLe- JAMMES, S., H. MALCUIT, S. LE SAOUT, AND J. L. MARTIN. 2014. Innate threat-sensitive foraging: black-tailed deer remain more fearful of wolf than of the less dangerous black bear even after 100 years of wolf absence. Oecologia 174:1151-1158.
  • CHERRY, J. E., S. WALKER, N. FRESCO, S. TRAINOR, AND A. TIDWELL. 2010. Impacts of climate change and variability on hydropower in Southeast Alaska: planning for a robust energy future. International Arctic Research Center and Institute of Northern Engineering at the University of Alaska Fairbanks, Fairbanks.
  • CRAIU, R. V, T. DUCHESNE, D. FORTIN, AND S. BAILLARGEON. 2011. Conditional logistic regression with longitudinal follow-up and individual-level random coefficients: a stable and efficient twostep estimation method. Journal of Computational and Graphical Statistics 20:767-784.
  • DECESARE, N. J., M. HEBBLEWHITE, M. BRADLEY, D. HERVIEUX, L. NEUFELD, AND M. MUSIANI. 2013. Linking habitat selection and predation risk to spatial variation in survival. The Journal of Animal Ecology 83:343-352.
  • DOERR, J. G., E. J. DEGAYER, AND G. ITH. 2005. Winter habitat selection by Sitka black-tailed deer. Journal of Wildlife Management 69:322-331.
  • DOUHARD, M., ET AL. 2014. Fitness consequences of environmental conditions at different life stages in a long-lived vertebrate. Proceedings of the Royal Society B 281:20140276.
  • FARMER, C. J., D. K. PERSON, AND R. T. BOWYER. 2006. Risk factors and mortality of black-tailed deer in a managed forest landscape. Journal of Wildlife Management 70:1403-1415.
  • FIEBERG, J., J. MATTHIOPOULOS, M. HEBBLEWHITE, M. S. BOYCE, AND J. L. FRAIR. 2010. Correlation and studies of habitat selection: problem, red herring or opportunity ? Philosophical Transactions of the Royal Society B 365:2233-2244.
  • FORD, A. T., ET AL. 2014. Large carnivores make savanna tree communities less thorny. Science 346:346-349.
  • FORTIN, D. 2010. Cumulative effects of forestry on habitat use by gray wolf (Canis lupus) in the boreal forest. Landscape Ecology 25:419-433.
  • FORTIN, D., H. L. BEYER, M. S. BOYCE, D. W. SMITH, T. DUCHESNE, AND J. S. MAO. 2005. Wolves influence elk movements: behavior shapes a trophic cascade in Yellowstone National Park. Ecology 86:1320-1330.
  • FRAIR, J. L., ET AL. 2005. Scales of movement by elk (Cervus elaphus) in response to heterogeneity in forage resources and predation risk. Landscape Ecology 20:273-287.
  • FRETWELL, S. D. 1972. Populations in a seasonal environment. Princeton University Press, Princeton, New Jersey.
  • GILBERT, S. L. 2015. Environmental drivers of deer population dynamics and spatial selection in Southeast Alaska. University of Alaska Fairbanks, Fairbanks.
  • GILBERT, S. L., M. S. LINDBERG, K. J. HUNDERTMARK, AND D. K. PERSON. 2014. Dead before detection: addressing the effects of left truncation on survival estimation and ecological inference for neonates. Methods in Ecology and Evolution 5:992-1001.
  • GILLIES, C. S., AND C. C. ST. CLAIR. 2010. Functional responses in habitat selection by tropical birds moving through fragmented forest. Journal of Applied Ecology 47:182-190.
  • GILLIES, C. S., ET AL. 2006. Application of random effects to the study of resource. Journal of Animal Ecology 75:887-898.
  • GODVIK, I. M., L. E. LOE, J. O. VIK, V. VEIBERG, R. LANGVATN, AND A. MYSTERUD. 2009. Temporal scales, trade-offs, and functional responses in red deer habitat selection. Ecology 90:699-710.
  • GUSTINE, D. D., K. L. PARKER, R. J. LAY, P. MICHAEL, AND D. C. HEARD. 2006. Interpreting resource selection at different scales for woodland caribou in winter. Journal of Wildlife Management 70:1601-1614.
  • HANLEY, T. A., D. E. SPALINGER, K. J. MOCK, O. WEAVER, AND G. M.HARRIS. 2014. Forage Resource Evaluation System for Habitat- Deer. http://cervid.uaa.alaska.edu/deer/Home.aspx. Accessed January 2015.
  • HANLEY, T. A., D. E. SPALINGER, K. J. MOCK, O. L. WEAVER, AND G. M. HARRIS. 2012. Forage Resource Evaluation System for Habitat- deer: an interactive deer habitat model. General Technical Report PNW-GTR-858, Juneau, Alaska.
  • HUGGARD, D. J. 1993. Effect of snow depth on predation and scavenging of gray wolves. The Journal of Wildlife Management 57:382-388.
  • HUNDERTMARK, K. J., W. L. EBERHARDTZ, AND R. E. BAIL. 1990. Winter habitat use by moose in southeastern Alaska: implications for forest management. Alces 26:108-114.
  • HURLEY, M. A., ET AL. 2014. Functional analysis of normalized difference vegetation index curves reveals overwinter mule deer survival is driven by both spring and autumn phenology. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences 369:20130196.
  • KAUFFMAN, M. J., J. F. BRODIE, AND E. S. JULES. 2014. Are wolves saving Yellowstone's aspen ? A landscape-level test of a behaviorally mediated trophic cascade. Ecology 91:2742-2755.
  • KIE, J. G., R. T. BOWYER, M. C. NICHOLSON, B. B. BOROSKI, AND E. R. LOFT. 2002. Landscape heterogeneity at differing scales: effects on spatial distribution of mule deer. Ecology 83:530-544.
  • KIRCHHOFF, M. D. 1994. Effects of forest fragmentation on deer in Southeast Alaska. Alaska Department of Fish and Game, Juneau.
  • KIRCHHOFF, M. D., AND J. W. SCHOEN. 1987. Forest cover and snow: implications for deer habitat in Southeast Alaska. The Journal of Wildlife Management 51:28-33.
  • KNOPFF, A. A., K. H. KNOPFF, M. S. BOYCE, AND C. C. ST. CLAIR. 2014. Flexible habitat selection by cougars in response to anthropogenic development. Biological Conservation 178:136-145.
  • LEWKOWICZ, A. G. 2008. Evaluation of miniature temperatureloggers to monitor snowpack evolution at mountain permafrost sites, Northwestern Canada. Permafrost and Periglacial Processes 19:323-331.
  • LONG, R. A., R. T. BOWYER, W. P. PORTER, P. MATHEWSON, K. L. MONTEITH, AND J. G. KIE. 2014. Behavior and nutritional condition buffer a large-bodied endotherm against direct and indirect effects of climate. Ecological Monographs 84:513-532.
  • MASON, T. H. E., P. A. STEPHENS, M. APOLLONIO, AND S. G. WILLIS. 2014. Predicting potential responses to future climate in an alpine ungulate: interspecific interactions exceed climate effects. Global Change Biology 20:3872-3882.
  • MCLOUGHLIN, P. D., M. S. BOYCE, T. COULSON, AND T. CLUTTON-BROCK. 2006. Lifetime reproductive success and density-dependent, multivariable resource selection. Proceedings of the Royal Society B 273:1449-1454.
  • MCLOUGHLIN, P. D., D. W. MORRIS, D. FORTIN, E. VANDER WAL, AND A. L. CONTASTI. 2010. Considering ecological dynamics in resource selection functions. Journal of Applied Ecology 79:4-12.
  • MESSIER, F. 1991. The significance of limiting and regulating factors on the demography of moose and white-tailed deer. Journal of Animal Ecology 60:377-393.
  • MONTEITH, K. L., ET AL. 2011. Timing of seasonal migration in mule deer: effects of climate, plant phenology, and life-history characteristics. Ecosphere 2:art47. doi:10.1890/ES10-00096.1.
  • MOREAU, G., D. FORTIN, S. COUTURIER, AND T. DUCHESNE. 2012. Multilevel functional responses for wildlife conservation: the case of threatened caribou in managed boreal forests. Journal of Applied Ecology 49:611-620.
  • MYSTERUD, A., AND R. A. IMS. 1998. Functional responses in habitat use: availability influences relative use in trade-off situations. Ecology 79:1435-1441.
  • NELSON, M. E., AND L. D. MECH. 1986. Relationship between snow depth and gray wolf predation on white-tailed deer. Journal of Wildlife Management 50:471-474.
  • OSKO, T. J., M. N. HILTZ, R. J. HUDSON, AND S. M.WASEL. 2004. Moose habitat preferences in response to changing availability. Journal of Wildlife Management 68:576-584.
  • PARKER, K. L. 2003. Advances in the nutritional ecology of cervids at different scales. Ecoscience 10:395-411.
  • PARKER, K. L., P. S. BARBOZA, AND M. P. GILLINGHAM. 2009. Nutrition integrates environmental responses of ungulates. Functional Ecology 23:57-69.
  • PARKER, K. L., M. P. GILLINGHAM, T. A. HANLEY, AND C. T. ROBBINS. 1996. Foraging efficiency: energy expenditure versus energy gain in free-ranging black-tailed deer. Canadian Journal of Zoology 74:442-450.
  • PARKER, K. L., M. P. GILLINGHAM, T. A. HANLEY, AND C. T. ROBBINS. 1999. Energy and protein balance of free-ranging black-tailed deer in a natural forest environment. Wildlife Monographs 143:1-48.
  • PARKER, K. L., C. T. ROBBINS, AND T. A. HANLEY. 1984. Energy expenditures for locomotion by mule deer and elk. The Journal of Wildlife Management 48:474-488.
  • PEBESMA, E. J. 2004. Multivariable geostatistics in S: the gstat package. Computers and Geosciences 30:683-691.
  • PERSON, D. K., C. FARMER, P. O'CONNOR, AND J. DOERR. 2009. Habitat use and survivorship of Sitka black-tailed deer in Southeast Alaska: a regional meta-analysis and synthesis. Alaska Department of Fish and Game, Juneau.
  • POST, E., AND M. C. FORCHHAMMER. 2008. Climate change reduces reproductive success of an Arctic herbivore through trophic mismatch. Philosophical Transactions of the Royal Society of London, Series B: Biological Sciences 363:2369-2375.
  • R CORE DEVELOPMENT TEAM. 2014. R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria.
  • ROBINSON, B. G., AND E. H. MERRILL. 2012. The influence of snow on the functional response of grazing ungulates. Oikos 121:28-34.
  • ROEVER, C. L., R. J. VAN AARDE, AND K. LEGGETT. 2012. Functional responses in the habitat selection of a generalist mega-herbivore, the African savannah elephant. Ecography 35:972-982.
  • SAND, H., C. WIKENROS, P. WABAKKEN, AND O. LIBERG. 2006. Effects of hunting group size, snow depth and age on the success of wolves hunting moose. Animal Behaviour 72:781-789.
  • SCHOEN, J. W., AND M. D. KIRCHHOFF. 1985. Seasonal distribution and home-range patterns of Sitka black-tailed deer on Admiralty Island, Southeast Alaska. The Journal of Wildlife Management 49:96-103.
  • SHANLEY, C. S., ET AL. 2015. Climate change implications in the northern coastal temperate rainforest of North America. Climatic Change 130:155-170.
  • SIKES, R. S., W. L. GANNON, AND THE ANIMAL CARE AND USE COMMITTEE OF THE AMERICAN SOCIETY OF MAMMALOGISTS. 2011. Guidelines of the American Society of Mammalogists for the use of wild mammals in research. Journal of Mammalogy 92:235-253.
  • SIMPSON, J. J., G. L. HUFFORD, C. DALY, J. S. BERG, AND M. D. FLEMING. 2005. Comparing maps of mean monthly surface temperature and precipitation for Alaska and adjacent areas of Canada produced by two different methods. Arctic 58:137-161.
  • STEIN, A., L. E. LOE, A. MYSTERUD, T. SEVERINSEN, J. KOHLER, AND R. LANGVATN. 2010. Icing events trigger range displacement in a high-arctic ungulate. Ecology 91:915-920.
  • STEPHENSON, T. R., V. VAN BALLENBERGHE, J. M. PEEK, AND J. G. MACCRACKEN. 2013. Spatio-temporal constraints on moose habitat and carrying capacity in coastal Alaska: vegetation succession and climate. Rangeland Ecology and Management 59:359-372.
  • SURING, L. H., E. J. DEGAYNER, R. W. FLYNN, M. D. KIRCHHOFF, J. W. SCHOEN, AND L. C. SHEA. 1993. Habitat capability model for Sitka black-tailed deer in Southeast Alaska: winter habitat. Pp. L1- L85 in Habitat capability models for wildlife in Southeast Alaska (L. H. Suring, ed.). USDA Forest Service, Alaska Region, Juneau.
  • THERNEAU, T. M. 2014. A package for survival analysis in S. R package version 2.37-4. https://CRAN.R-project.org/package=survival. Accessed March 2014.
  • THURFJELL, H., S. CIUTI, AND M. S. BOYCE. 2014. Applications of step-selection functions in ecology and conservation. Movement Ecology 2:1-12.
  • VAN BEEST, F. M., A. MYSTERUD, L. E. LOE, AND J. M. MILNER. 2010. Forage quantity, quality and depletion as scale dependent mechanisms driving habitat selection of a large browsing herbivore. Journal of Animal Ecology 79:910-922.
  • VAN BEEST, F. M., B. VAN MOORTER, AND J. M. MILNER. 2012. Temperature-mediated habitat use and selection by a heat-sensitive northern ungulate. Animal Behaviour 84:723-735.
  • VAN BEEST, F. M., ET AL. 2014. Increasing density leads to generalization in both coarse-grained habitat selection and fine-grained resource selection in a large mammal. Journal of Animal Ecology 83:147-156.
  • VILLEPIQUE, J. T., B. M. PIERCE, V. C. BLEICH, A. ANDIC, AND R. T. BOWYER. 2015. Resource selection by an endangered ungulate: a test of predator-induced range abandonment. Advances in Ecology 2015:1-19.
  • WHITE, K. S., G. W.PENDLETON, AND E. HOOD. 2009. Effects of snow on Sitka black-tailed deer browse availability and nutritional carrying capacity in southeastern Alaska. Journal of Wildlife Management 73:481-487.
  • WOLFF, J. O. 1997. Population regulation in mammals-an evolutionary perspective. Journal of Animal Ecology 66:1-13.
  • YEO, J. J., AND J. M. PEEK. 1992. Habitat selection by female Sitka black-tailed deer in logged forests of southeastern Alaska. The Journal of Wildlife Management 56:253-261.