Habitat selection during ungulate dispersal and exploratory movement at broad and fine scale with implications for conservation management

BackgroundDispersal has a critical influence on demography and gene flow and as such maintaining connectivity between populations is an essential element of modern conservation. Advances in satellite radiotelemetry are providing new opportunities to document dispersal, which previously has been difficult to study. This type of data also can be used as an empirical basis for defining landscapes in terms of resistance surfaces, enabling habitat corridors to be identified. However, despite the scale-dependent nature of habitat selection few studies have investigated selection specifically during dispersal. Here we investigate habitat selection during and around dispersal periods as well as the influence of age and sex on dispersal for a large ungulate.ResultsOf 158 elk (Cervus elaphus) tracked using GPS radiotelemetry almost all dispersers were males, with individuals dispersing up to 98 km. The dispersal period was distinct, with higher movement rates than before or after dispersal. At fine scale elk avoided the most rugged terrain in all time periods, but to a greater extent during and after dispersal, which we showed using step selection functions. In contrast, habitat selection by resident elk was less affected by ruggedness and more by an attraction to areas of higher forage availability. At the broad scale, however, movement corridors of dispersers were characterized by higher forage availability and slightly lower ruggedness then expected using correlated random walks.ConclusionsIn one of the first examples of its kind we document complete long-distance dispersal events by an ungulate in detail. We find dispersal to be distinct in terms of movement rate and also find evidence that habitat selection during dispersal may differ from habitat selection in the home-range, with potential implications for the use of resistance surfaces to define conservation corridors.

[1]  F. Cagnacci,et al.  Animal ecology meets GPS-based radiotelemetry: a perfect storm of opportunities and challenges , 2010, Philosophical Transactions of the Royal Society B: Biological Sciences.

[2]  Rick W. Wallen,et al.  Covariates affecting spatial variability in bison travel behavior in Yellowstone National Park. , 2007, Ecological applications : a publication of the Ecological Society of America.

[3]  L. Fahrig,et al.  Connectivity is a vital element of landscape structure , 1993 .

[4]  D. Haydon,et al.  Multiple movement modes by large herbivores at multiple spatiotemporal scales , 2008, Proceedings of the National Academy of Sciences.

[5]  Mark S Boyce,et al.  Selection, use, choice and occupancy: clarifying concepts in resource selection studies. , 2013, The Journal of animal ecology.

[6]  A. U.S.,et al.  Movement Corridors : Conservation Bargains or Poor Investments ? , 2022 .

[7]  Chris J. Johnson,et al.  Maintaining or restoring connectivity of modified landscapes: evaluating the least-cost path model with multiple sources of ecological information , 2010, Landscape Ecology.

[8]  Mark S Boyce,et al.  Applications of step-selection functions in ecology and conservation , 2014, Movement Ecology.

[9]  Paul Beier,et al.  Forks in the Road: Choices in Procedures for Designing Wildland Linkages , 2008, Conservation biology : the journal of the Society for Conservation Biology.

[10]  P. Greenwood Mating systems, philopatry and dispersal in birds and mammals , 1980, Animal Behaviour.

[11]  Sean A. Parks,et al.  Combining resource selection and movement behavior to predict corridors for Canada lynx at their southern range periphery , 2013 .

[12]  M. Hebblewhite,et al.  Differential risk effects of wolves on wild versus domestic prey have consequences for conservation , 2010 .

[13]  S. Ciuti,et al.  Do Antlers Honestly Advertise the Phenotypic Quality of Fallow Buck (Dama dama) in a Lekking Population , 2011 .

[14]  M. Muggeo,et al.  segmented: An R package to Fit Regression Models with Broken-Line Relationships , 2008 .

[15]  M. Boyce,et al.  WOLVES INFLUENCE ELK MOVEMENTS: BEHAVIOR SHAPES A TROPHIC CASCADE IN YELLOWSTONE NATIONAL PARK , 2005 .

[16]  Frank T. van Manen,et al.  A Habitat Assessment for Florida Panther Population Expansion into Central Florida , 2009 .

[17]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[18]  Darcy R. Visscher,et al.  Memory keeps you at home: a mechanistic model for home range emergence , 2009 .

[19]  Atle Mysterud,et al.  Partial migration in expanding red deer populations at northern latitudes – a role for density dependence? , 2011 .

[20]  Mark S. Boyce,et al.  Corridors for Conservation: Integrating Pattern and Process , 2006 .

[21]  Mark S. Boyce,et al.  Human selection of elk behavioural traits in a landscape of fear , 2012, Proceedings of the Royal Society B: Biological Sciences.

[22]  Radu V. Craiu,et al.  Conditional Logistic Regression With Longitudinal Follow-up and Individual-Level Random Coefficients: A Stable and Efficient Two-Step Estimation Method , 2011 .

[23]  Göran Ericsson,et al.  From migration to nomadism: movement variability in a northern ungulate across its latitudinal range. , 2012, Ecological applications : a publication of the Ecological Society of America.

[24]  Mark S Boyce,et al.  Correlation and studies of habitat selection: problem, red herring or opportunity? , 2010, Philosophical Transactions of the Royal Society B: Biological Sciences.

[25]  J. Bowman,et al.  Dispersal and home-range dynamics of exotic, male sika deer in Maryland , 2013, Wildlife Research.

[26]  Mark S. Boyce,et al.  The Jackson elk herd: intensive wildlife management in North America , 1992 .

[27]  Mark Hebblewhite,et al.  A MULTI-SCALE TEST OF THE FORAGE MATURATION HYPOTHESIS IN A PARTIALLY MIGRATORY UNGULATE POPULATION , 2008 .

[28]  T. Benton,et al.  Causes and consequences of animal dispersal strategies: relating individual behaviour to spatial dynamics , 2005, Biological reviews of the Cambridge Philosophical Society.

[29]  P. Edelaar,et al.  Dispersal in a changing world: opportunities, insights and challenges , 2013, Movement ecology.

[30]  A. Bohonak,et al.  Dispersal, Gene Flow, and Population Structure , 1999, The Quarterly Review of Biology.

[31]  N. Pettorelli,et al.  The Normalized Difference Vegetation Index (NDVI): unforeseen successes in animal ecology , 2011 .

[32]  D. Diefenbach,et al.  Multiple proximate and ultimate causes of natal dispersal in white-tailed deer , 2008 .

[33]  Ronald A. Green,et al.  Seasonal cycles and daily activity patterns of Rocky Mountain elk , 1990 .

[34]  Erik Matthysen,et al.  The application of 'least-cost' modelling as a functional landscape model , 2003 .

[35]  Lee A. Vierling,et al.  Effects of habitat on GPS collar performance: using data screening to reduce location error , 2007 .

[36]  K. Parker,et al.  Energy expenditures for locomotion by mule deer and elk , 1984 .

[37]  B. Danielson,et al.  Spatially Explicit Population Models: Current Forms and Future Uses , 1995 .

[38]  J. Newby Puma Dispersal Ecology in the Central Rocky Mountains , 2011 .

[39]  N. Pettorelli,et al.  Using the satellite-derived NDVI to assess ecological responses to environmental change. , 2005, Trends in ecology & evolution.

[40]  D. Bates,et al.  Linear Mixed-Effects Models using 'Eigen' and S4 , 2015 .

[41]  S. Harris,et al.  Behavioral and spatial analysis of extraterritorial movements in red foxes (Vulpes vulpes) , 2011 .

[42]  N. Bunnefeld,et al.  A model-driven approach to quantify migration patterns: individual, regional and yearly differences. , 2011, The Journal of animal ecology.

[43]  Chris J. Johnson,et al.  Movement parameters of ungulates and scale‐specific responses to the environment , 2002 .

[44]  Darcy R. Visscher,et al.  GPS MEASUREMENT ERROR INFLUENCES ON MOVEMENT MODEL PARAMETERIZATION , 2005 .

[45]  H. Beyer,et al.  Group-size-mediated habitat selection and group fusion-fission dynamics of bison under predation risk. , 2009, Ecology.

[46]  Joseph M. Northrup,et al.  Effects of Humans on Behaviour of Wildlife Exceed Those of Natural Predators in a Landscape of Fear , 2012, PloS one.

[47]  Louie H. Yang,et al.  The Ecology of Individuals: Incidence and Implications of Individual Specialization , 2002, The American Naturalist.

[48]  J. W. Thomas,et al.  Elk of North America, Ecology and Management , 1982 .

[49]  L. Börger Quantifying individual differences in dispersal using net squared displacement , 2012 .

[50]  B. Neville,et al.  Implication of RNA-Binding Protein La in Proliferation, Migration and Invasion of Lymph Node-Metastasized Hypopharyngeal SCC Cells , 2011, PloS one.

[51]  Kevin McGarigal,et al.  Estimating landscape resistance to movement: a review , 2012, Landscape Ecology.

[52]  Alessandro Massolo,et al.  Human Activity Helps Prey Win the Predator-Prey Space Race , 2011, PloS one.

[53]  Clément Calenge,et al.  The package “adehabitat” for the R software: A tool for the analysis of space and habitat use by animals , 2006 .

[54]  Darcy R. Visscher,et al.  Scales of movement by elk (Cervus elaphus) in response to heterogeneity in forage resources and predation risk , 2005, Landscape Ecology.

[55]  Tao Xi,et al.  MicroRNA-125b Induces Metastasis by Targeting STARD13 in MCF-7 and MDA-MB-231 Breast Cancer Cells , 2012, PloS one.

[56]  F. Dobson,et al.  Competition for mates and predominant juvenile male dispersal in mammals , 1982, Animal Behaviour.