Skip to main content

Advertisement

Log in

Resistance is futile: effects of landscape features on gene flow of the northern bobwhite

  • Research Article
  • Published:
Conservation Genetics Aims and scope Submit manuscript

Abstract

Habitat for the northern bobwhite (Colinus virginianus) has declined and changed drastically in spatial structure throughout the last century. Undoubtedly such changes have impacted bobwhite and may have altered their ability to access available habitat. We investigated whether landscape resistance, geographic distance, or interstate highway barriers were related to dispersal and gene flow of bobwhite in central and southern Illinois. Landscape resistance was determined from two empirically informed models depicting habitat suitability for bobwhite. During 2007–2008, hunters submitted bobwhite tissue samples from which we amplified 11 microsatellites. The relationship between individual genetic distances and spatial variables was analyzed with Mantel tests and causal modeling was used to verify the spatial variables influencing gene flow. Genetic distance was correlated with geographic distance but showed no relationship with interstate highway barriers. Habitat suitability did not enhance gene flow, and was inversely related in some partial Mantel tests. We suggest that bobwhite dispersal from suitable habitat patches may be less frequent than from suboptimal habitats. Bobwhite may be able to access suitable habitat across gaps of unsuitable habitat but distance limits their dispersal. Because available habitat for bobwhites may have a greater likelihood of being colonized when closer to occupied habitat, we suggest that lands closer to occupied habitat should be targeted for conservation or habitat improvement efforts.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+
from $39.99 /Month
  • Starting from 10 chapters or articles per month
  • Access and download chapters and articles from more than 300k books and 2,500 journals
  • Cancel anytime
View plans

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2

Similar content being viewed by others

References

  • Adriaensen F, Chardon JP, De Blust G, Swinnen E, Villalba S, Gulinck H, Matthysen E (2003) The application of ‘least-cost’ modelling as a functional landscape model. Landsc Urban Plan 64:233–247

    Article  Google Scholar 

  • Andreassen HP, Senseth NC, Ims RA (2002) Dispersal behaviour and population dynamics of vertebrates. In: Bullock JM, Kenward RE, Hails RS (eds) Dispersal Ecology: 42nd Symposium of the British Ecological Society, pp 237–256

  • Baguette M, Van Dyck H (2007) Landscape connectivity and animal behavior: functional grain as a key determinant for dispersal. Landsc Ecol 22:1117–1129

    Article  Google Scholar 

  • Balkenhol N, Waits LP (2009) Molecular road ecology: exploring the potential of genetics for investigating transportation impacts on wildlife. Mol Ecol 18:4151–4164

    Article  PubMed  Google Scholar 

  • Balkenhol N, Waits LP, Dezzani RJ (2009) Statistical approaches in landscape genetics: an evaluation of methods for linking landscape and genetic data. Ecography 32:818–830

    Article  Google Scholar 

  • Berkman LK (2012) Landscape genetics of northern bobwhite and swamp rabbits in Illinois. Dissertation, Southern Illinois University Carbondale

  • Bonte D, Van Dyke H, Bullock JM et al (2011) Costs of dispersal. Biol Rev. doi:10.1111/j.1469-185X.2011.00201.x

    PubMed  Google Scholar 

  • Brennan LA (1991) How can we reverse the northern bobwhite population decline? Wildl Soc Bull 19:544–555

    Google Scholar 

  • Burger LW Jr, McKenzie D, Thackston R, DeMaso SJ (2006) The role of farm policy in achieving large-scale conservation: bobwhite and buffers. Wildl Soc Bull 34:986–993

    Article  Google Scholar 

  • Cushman SA, Landguth EL (2010) Spurious correlations and inference in landscape genetics. Mol Ecol 19:3592–3602

    Article  PubMed  Google Scholar 

  • Cushman SA, McKelvey KS, Hayden J, Schwartz MK (2006) Gene flow in complex landscapes: testing multiple hypotheses with causal modeling. Am Nat 168:486–499

    Article  PubMed  Google Scholar 

  • Davis ES, Murray TE, Fitzpatrick U, Brown MJF, Paxton RJ (2010) Landscape effects on extremely fragmented populations of a rare solitary bee, Colletes floralis. Mol Ecol 19:4922–4935

    Article  PubMed  Google Scholar 

  • Dimmick RW, Gudlin MJ, McKenzie DF (2002) The northern bobwhite conservation initiative. Miscellaneous publication of the Southeastern Association of Fish and Wildlife Agencies, Columbia, SC

    Google Scholar 

  • Dzimiela JJ (2005) Comparative evaluation of alternative habitat model predictions for northern bobwhite in Illinois. Thesis, Southern Illinois University Carbondale

  • Eo SH, Wares JP, Carroll JP (2010) Subspecies and units for conservation and management of the northern bobwhite in the eastern United States. Conserv Genet 11:867–875

    Article  Google Scholar 

  • Evans KO, Smith MD, Burger LW Jr, Chambers RJ, Houston AE, Carlisle R (2009) Release of pen-reared bobwhites: potential consequences to the genetic integrity of resident wild populations. In: Cederbaum SB, Faircloth BC, Terhune TM, Thompson JJ, Carroll JP (eds) Gamebird 2006: Quail VI and Perdix XII. Georgiapp, Athens, pp 121–133

    Google Scholar 

  • Fahrig L, Merriam G (1994) Conservation of fragmented populations. Conserv Biol 8:50–59

    Article  Google Scholar 

  • Fahrig L, Rytwinski T (2009) Effects of roads on animal abundance: an empirical review and synthesis. Ecol Soc 14:1–21

    Google Scholar 

  • Faircloth BC (2008) An integrative study of social and reproductive systems in northern bobwhite (Colinus virginianus): a non-migratory, avian species bearing precocial young. Dissertation, University of Georgia

  • Faircloth BC, Terhune TM, Schable NA, Glenn TC, Palmer WE, Carroll JP (2009) Ten microsatellite loci from northern bobwhite (Colinus virginianus). Conserv Genet 10:535–538

    Article  CAS  Google Scholar 

  • Fies LM, Puckett KM, Larson-Brogdon B (2002) Breeding season movements and dispersal of northern bobwhites in fragmented habitats of Virginia. Proc Natl Quail Symp 5:173–179

    Google Scholar 

  • Forero MG, Donazar JA, Blas J, Hiraldo F (1999) Causes and consequences of territory change and breeding dispersal distance in the black kite. Ecology 80:1298–1310

    Article  Google Scholar 

  • Gosslee SC, Urban DL (2007) The ecodist package for dissimilarity-based analysis of ecological data. J Stat Softw 22:1–19

    Google Scholar 

  • Haas CA (1995) Dispersal and use of corridors by birds in wooded patches on an agricultural landscape. Conserv Biol 9:845–854

    Article  Google Scholar 

  • Haddad NM, Tewksbury JJ (2005) Low-quality habitat corridors as movement conduits for two butterfly species. Ecol Appl 15:250–257

    Article  Google Scholar 

  • Haddad NM, Bowne DR, Cunningham A, Danielson BJ, Levey DJ, Sargent S, Spira T (2003) Corridor use by diverse taxa. Ecology 84:609–615

    Article  Google Scholar 

  • Hanski I (1997) Metapopulation dynamics. In: Hanski IA, Gilpin ME (eds) Metapopulation biology: ecology, genetics and evolution. Academic Press, San Diego, pp 69–91

    Chapter  Google Scholar 

  • Hardy OJ, Vekemans X (2002) SPAGEDi: a versatile computer program to analyse spatial genetic structure at the individual or population levels. Mol Ecol Notes 2:618–620

    Article  Google Scholar 

  • Harrison S, Taylor AD (1997) Empirical evidence for metapopulation dynamics. In: Hanski IA, Gilpin ME (eds) Metapopulation biology: ecology, genetics and evolution. Academic Press, San Diego, pp 27–42

    Chapter  Google Scholar 

  • Hilty JA, Lidicker WZ Jr, Merenlender AM (2006) Corridor ecology: the science and practice of linking landscapes for biodiversity conservation. Island Press, Washington, DC

    Google Scholar 

  • Holderegger R, Wagner HH (2008) Landscape genetics. Bioscience 58:199–207

    Article  Google Scholar 

  • Howell JE, Moore CT, Conroy MJ, Hamrick RG, Cooper RJ, Thackston RE, Carroll JP (2009) Conservation of northern bobwhite on private lands in Georgia, USA under uncertainty about landscape-level habitat effects. Landsc Ecol 24:405–418

    Article  Google Scholar 

  • Illinois Natural History Survey (2000) Land cover of Illinois 1999–2000. http://www.agr.state.il.us/gis/stats/landcover/index.htm. Accessed 5 Nov 2010

  • Jaquiéry J, Broquet T, Hirzel AH, Yearsley J, Perrin N (2011) Inferring landscape effects on dispersal from genetic distances: how far can we go? Mol Ecol 20:262–705

    Article  Google Scholar 

  • Kabat C, Thompson DR (1963) Wisconsin quail, 1834–1962: population dynamics and habitat management. Technical Bulletin 30. Wisconsin Conservation Department, Madison

  • Kimura M (1953) “Stepping-stone” model of population. Ann Rep Natl Inst Genet Jpn 3:62–63

    Google Scholar 

  • Kimura M, Weiss GH (1964) The stepping stone model of population structure and the decrease of genetic correlation with distance. Genetics 49:561–576

    PubMed  CAS  Google Scholar 

  • Kopp SD, Guthery FS, Forrester ND, Cohen WE (1998) Habitat selection modeling for northern bobwhites on subtropical rangeland. J Wildl Manag 62:884–895

    Article  Google Scholar 

  • Kuefler D, Hudgens B, Haddad NM, Morris WF, Thurgate N (2010) The conflicting role of matrix habitats as conduits and barriers for dispersal. Ecology 91:944–950

    Article  PubMed  Google Scholar 

  • LaRue MA, Nielsen CK (2008) Modelling potential dispersal corridors for cougars in midwestern North America using least-cost path methods. Ecol Model 212:372–381

    Article  Google Scholar 

  • Legendre P, Troussellier M (1988) Aquatic heterotrophic bacteria—modeling in the presence of spatial auto-correlation. Limnol Oceanogr 33:1055–1067

    Article  Google Scholar 

  • Levins R (1969) Some demographic and genetic consequences of environmental heterogeneity for biological control. Bull Entomol Soc Am 15:237–240

    Google Scholar 

  • Lindsay DL, Barr KR, Lance RF, Tweddale SA, Hayden TJ, Leberg PL (2008) Habitat fragmentation and genetic diversity of an endangered, migratory songbird, the golden-cheeked warbler (Dendroica chrysoparia). Mol Ecol 17:2122–2133

    Article  PubMed  Google Scholar 

  • Lohr M, Collins BM, Castelli PM, Williams CK (2011) Life on the edge: northern bobwhite ecology at the northern periphery of their range. J Wildl Manag 75:52–60

    Article  Google Scholar 

  • Loiselle BA, Sork VL, Nason J, Graham C (1995) Spatial genetic structure of a tropical understory shrub, Psychotria officinalis (Rubiaceae). Am J Bot 82:1420–1425

    Article  Google Scholar 

  • Long ES, Diefenbach DR, Rosenberry CS, Wallingford BD, Grund MRD (2005) Forest cover influences dispersal distance of white-tailed deer. J Mammal 86:623–629

    Article  Google Scholar 

  • MacArthur RH, Wilson EO (1967) The theory of island biogeography. Princeton University Press, New Jersey

    Google Scholar 

  • Manel S, Schwartz MK, Luikart G, Taberlet P (2003) Landscape genetics: combining landscape ecology and population genetics. Trends Ecol Evol 18:189–197

    Article  Google Scholar 

  • Mantel N (1967) The detection of disease clustering and a generalized regression approach. Cancer Res 27:209–220

    PubMed  CAS  Google Scholar 

  • Matter SF, Roland J, Moilanen A, Hanski I (2004) Migration and survival of Parnassius smintheus: detecting effects of habitat for individual butterflies. Ecol Appl 14:1526–1534

    Article  Google Scholar 

  • McRae BH (2006) Isolation by resistance. Evolution 60:1551–1561

    PubMed  Google Scholar 

  • McRae BH, Shah VB (2009) CIRCUITSCAPE user’s guide. The University of California, Santa Barbara. http://www.circuitscape.org. Accessed 10 July 2011

  • McRae BH, Dickson BG, Keitt TH, Shah VB (2008) Using circuit theory to model connectivity in ecology, evolution, and conservation. Ecology 89:2712–2724

    Article  PubMed  Google Scholar 

  • National Bobwhite Technical Committee (2011) The National Bobwhite Conservation Initiative: a range-wide plan for re-covering bobwhites. National Bobwhite Technical Committee Technical Publication, Knoxville

    Google Scholar 

  • Nedbal MA, Honeycutt RI, Evans SG, Whiting RM, Dietz DR (1997) Northern bobwhite restocking in east Texas: a genetic assessment. J Wildl Manag 61:854–863

    Article  Google Scholar 

  • Orlowski G (2008) Roadside hedgerows and trees as factors increasing road mortality of birds: implications for management of roadside vegetation in rural landscapes. Landsc Urban Plan 86:153–161

    Article  Google Scholar 

  • Parris KM, Schneider A (2009) Impacts of traffic noise and traffic volume on birds of roadside habitats. Ecol Soc 14:29

    Google Scholar 

  • Rice WR (1989) Analyzing tables of statistical tests. Evolution 43:223–225

    Article  Google Scholar 

  • Riddle JD, Moorman CE, Pollock KH (2008) The importance of habitat shape and landscape context to northern bobwhite populations. J Wildl Manag 72:1376–1382

    Article  Google Scholar 

  • Roseberry JL, Klimstra WD (1984) Population ecology of the bobwhite. Southern Illinois University Press, Carbondale

    Google Scholar 

  • Roseberry JL, Sudkamp SD (1998) Assessing the suitability of landscapes for northern bobwhite. J Wildl Manag 62:895–902

    Article  Google Scholar 

  • Rousset F (1997) Genetic differentiation and estimation of gene flow from F-statistics under isolation by distance. Genetics 145:1219–1228

    PubMed  CAS  Google Scholar 

  • Rousset F (2000) Genetic differentiation between individuals. J Evol Biol 13:58–62

    Article  Google Scholar 

  • Row JR, Blouin-Demers G, Lougheed SC (2010) Habitat distribution influences dispersal and fine-scale genetic population structure of eastern foxsnakes (Mintonius gloydi) across a fragmented landscape. Mol Ecol 19:5157–5171

    Article  PubMed  Google Scholar 

  • Schable NA, Faircloth BC, Palmer WE, Carroll JP, Burger LW, Brennan LA, Hagen C, Glenn TC (2004) Tetranucleotide and dinucleotide microsatellite loci from the northern bobwhite (Colinus virginianus). Mol Ecol Notes 4:415–419

    Article  CAS  Google Scholar 

  • Schtickzelle N, Mennechez G, Baguette M (2006) Dispersal depression with habitat fragmentation in the bog fritillary butterfly. Ecology 87:1057–1065

    Article  PubMed  Google Scholar 

  • Shirk AJ, Wallin DO, Cushman SA, Rice CG, Warheit KI (2010) Inferring landscape effects on gene flow: a new model selection framework. Mol Ecol 19:3603–3619

    Article  PubMed  CAS  Google Scholar 

  • Spear SF, Balkenhol N, Fortin MJ, McRae BH, Scribner K (2010) Use of resistance surfaces for landscape genetic studies: considerations for parameterization and analysis. Mol Ecol 19:3576–3591

    Article  PubMed  Google Scholar 

  • Storfer A, Murphy MA, Spear SF, Holderegger R, Waits LP (2010) Landscape genetics: where are we now? Mol Ecol 19:3496–3514

    Article  PubMed  Google Scholar 

  • Thogmartin WE (2002) Spatiotemporal dynamics of northern bobwhite (Colinus virginianus) in Illinois. Dissertation, Southern Illinois University Carbondale

  • Townsend DE, Leslie DM, Lochmiller RL, DeMaso SJ, Cox SA, Peoples AD (2003) Fitness costs and benefits associated with dispersal in northern bobwhites (Colinus virginianus). Am Midl Nat 150:73–82

    Article  Google Scholar 

  • Vekemans X, Hardy OJ (2004) New insights from fine-scale spatial genetic structure analyses in plant populations. Mol Ecol 13:921–935

    Article  PubMed  CAS  Google Scholar 

  • Veysey JS, Babbitt KJ, Cooper A (2009) An experimental assessment of buffer width: implications for salamander migratory behavior. Biol Conserv 142:2227–2239

    Article  Google Scholar 

  • Vignieri SN (2005) Streams over mountains: influence of riparian connectivity on gene flow in the Pacific jumping mouse (Zapus trinotatus). Mol Ecol 14:1925–1937

    Article  PubMed  CAS  Google Scholar 

  • Wang YH, Yang KC, Bridgman CL, Lin LK (2008) Habitat suitability modelling to correlate gene flow with landscape connectivity. Landsc Ecol 23:989–1000

    Google Scholar 

  • Williams GL, Russell KR, Seitz WK (1978) Pattern recognition as a tool in the ecological analysis of habitat. In: Classification, inventory, and analysis of fish and wildlife habitat: proceedings of a national symposium. U.S. Fish and Wildlife Service Biological Services Program FWS/OBS-78/76, pp 521–531

  • Winker K, Rappole JH, Ramos MA (1995) The use of movement data as an assay of habitat quality. Oecologia 101:211–216

    Article  Google Scholar 

Download references

Acknowledgments

We thank our funding source, the Illinois Department of Natural Resources Federal Aid Project W-106-R-17-20. We acknowledge the involvement and foundational work of J. Roseberry. Illinois quail hunters including B. Allen, J. Cavaletto, B. Dunn, Mac Garrett, Mark Garrett, M. Grisham, V. Gwaltney, W. Jankowski, A. Pulliam, J. Pumphrey, R. Webb, contributed samples for this study. We thank Guest Editor A. McDevitt and 2 anonymous reviewers for strengthening earlier drafts of this manuscript. Finally, the Cooperative Wildlife Research Laboratory, Departments of Zoology and Forestry, College of Agricultural Sciences, and Graduate School at Southern Illinois University Carbondale provided additional logistical support for our research.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Leah K. Berkman.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (PDF 64 kb)

Rights and permissions

Reprints and permissions

About this article

Cite this article

Berkman, L.K., Nielsen, C.K., Roy, C.L. et al. Resistance is futile: effects of landscape features on gene flow of the northern bobwhite. Conserv Genet 14, 323–332 (2013). https://doi.org/10.1007/s10592-013-0471-1

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10592-013-0471-1

Keywords