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Factors influencing wolf Canis lupus roadkills in Northwest Spain

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Abstract

Roadkill is one of the most prominent causes of wildlife mortality. Much research effort has focussed on collisions with ungulates because of traffic safety. However, studies about large carnivore roadkills are scarce despite vehicles being a main cause of mortality. The absence of studies can be explained in part because of difficulties in obtaining sufficient sample sizes. We collected data from locations of 82 wolf roadkill sites in the Castilla y León Region, northwest Spain. We evaluated different models to characterise collision localities using logistic regressions with corrections for rare events. The best models included traffic and human disturbance parameters. Landscape variables did not improve predictive power. Fencing was a decisive key predictor; roadkill was proportionally higher along fenced highways than on similar major roads that lacked fences. Wolf–vehicle collisions were more common in agricultural areas, although wolf densities were lower in these zones. Both the higher density of important roads and a greater proportion of roaming wolves on the plateau may explain this pattern.

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References

  • Akaike H (1973) Information theory as an extension of the maximum likelihood principle. In: Petrov BN, Csaki F (eds) Second international symposium on information theory. Akademiai Kiado, Budapest, pp 267–281

    Google Scholar 

  • Barrientos LM (2000) Tamaño y composición de diferentes grupos de lobos en Castilla y León. Galemys 12:249–256

    Google Scholar 

  • Bashore TL, Tzilkowski WM, Bellis ED (1985) Analysis of deer-vehicle collision sites in Pennsylvania. J Wildl Manage 49:769–774

    Article  Google Scholar 

  • Bissonette JA, Adair WA (2008) Restoring habitat permeability to roaded landscapes with isometrically-scaled wildlife crossings. Biol Conserv 141:482–488

    Google Scholar 

  • Bissonette JA, Rosa S (2009) Road zone effects in small mammal communities. Ecol Society 14(1):27. Available in: http//www.ecologyandsociety.org/vol12/iss1/art27/

    Google Scholar 

  • Blanco JC, Cortés Y (1999) Estudio aplicado para la gestión del lobo en hábitats fragmentados por autovías. Junta de Castilla y León, Valladolid, Informe inédito

  • Blanco JC, Cortés Y (2002) Ecología, censos, percepción y evolución del lobo en España: análisis de un conflicto. Sociedad Española para la Conservación y Estudio de los Mamíferos, Málaga, Spain

  • Blanco JC, Cortés Y, Virgós E (2005) Wolf response to two kinds of barriers in an agricultural habitat in Spain. Can J Zool 83:312–323

    Article  Google Scholar 

  • Blanco JC, Sáenz de Buruaga M, Llaneza L (2007) Lobo Canis lupus Linnaeus, 1758. In: Palomo JL, Gisbert J, Blanco JC (eds) Atlas y Libro Rojo de los Mamíferos Terrestres de España. Dirección General para la Biodiversidad. SECEM-SECEMU, Madrid, pp 272–276

    Google Scholar 

  • Boitani L (2003) Wolf conservation and recovery. In: Mech LD, Boitani L (eds) Wolves: behaviour, ecology and conservation. University of Chicago Press, Chicago, pp 317–340

    Google Scholar 

  • Burnham KP, Anderson DR (2002) Model selection and multimodal inference: a practical information-theoretic approach. Springer Verlag, New York

    Google Scholar 

  • Clevenger AP, Waltho N (2000) Factors influencing the effectiveness of wildlife underpasses in Banff National Park, Alberta, Canada. Conserv Biol 14:47–56

    Article  Google Scholar 

  • Clevenger AP, Chruszcz B, Gunson KE (2001) Highway mitigation fencing reduces wildlife-vehicle collisions. Wildl Soc Bull 29:646–653

    Google Scholar 

  • Clevenger AP, Chruszczc B, Gunson KE (2003) Spatial patterns and factors influencing small vertebrate fauna road-kill aggregations. Biol Conserv 109:15–26

    Article  Google Scholar 

  • Conover MR, Pitt WC, Kessler KK, DuBow TJ, Sanborn WA (1995) Review of human injuries, illness, and economic losses caused by wildlife in the United States. Wildl Soc Bull 23:407–414

    Google Scholar 

  • Cramer JS (1999) Predictive power of the binary logit model in unbalanced samples. Statistician 48:85–94

    Google Scholar 

  • Crooks KR (2002) Relative sensitivities of mammalian carnivores to habitat fragmentation. Conserv Biol 16:488–502

    Article  Google Scholar 

  • Ferreras P, Aldama JJ, Beltran JF, Delibes M (1992) Rates and causes of mortality in a fragmented population of Iberian lynx Felis pardini Temminck, 1824. Biol Conserv 61:197–202

    Article  Google Scholar 

  • Fielding AH, Bell JF (1997) A review of methods for the assessment of prediction errors in conservation presence/absence models. Environ Conserv 24:38–49

    Article  Google Scholar 

  • Finder RA, Roseberry JL, Woolf A (1999) Site and landscape conditions at white-tailed deer/vehicle collision locations in Illinois. Landscape Urban Plan 44:77–85

    Article  Google Scholar 

  • Foster ML, Humphrey SR (1995) The use of highway underpasses by Florida panthers and other wildlife. Wildl Soc Bull 23:95–100

    Google Scholar 

  • Fuller TK (1989) Population dinamycs of wolves in north-central Minnesota. Wildl Monogr 105:1–41

    Google Scholar 

  • Gloyne CC, Clevenger AP (2001) Cougar Puma concolor use of wildlife crossing structures on the Trans-Canada Highway in Banff National Park, Alberta. Wildl Biol 7:117–124

    Google Scholar 

  • Grilo C, Bissonette JA, Santos-Reis M (2008) Response of carnivores to existing highway culverts and underpasses: implications for road planning and mitigation. Biodivers Conserv 17:1685–1699

    Article  Google Scholar 

  • Grilo C, Bissonette JA, Santos-Reis M (2009) Spatial-temporal patterns in Mediterranean carnivore road casualties: consequences for mitigation. Biol Conserv 142:301–313

    Article  Google Scholar 

  • Groot-Bruinderink GWTA, Hazebroek E (1996) Ungulate traffic collisions in Europe. Conserv Biol 10:1059–1067

    Article  Google Scholar 

  • Gunson KE, Clevenger AP, Ford AT, Bissonette JA, Hardy A (2009) A comparison of data sets varying in spatial accuracy used to predict the occurrence of wildlife-vehicle collisions. Environ Manag 44:268–277

    Article  Google Scholar 

  • Guzmán JN, García FJ, Garrote G, Pérez de Ayala R, Iglesias C (2004) El lince ibérico (Lynx pardinus) en España y Portugal. Censo-diagnóstico de sus poblaciones, Dirección General para la Biodiversidad, Madrid

  • Harris LD, Gallagher PB (1989) New initiatives for wildlife conservation: the need for movement corridors. In: Mackintosh G (ed) Defense of wildlife: preserving corridors and communities. Defenders of Wildlife, Washington, pp 11–34

    Google Scholar 

  • Hubbard MW, Danielson BJ, Schmitz RA (2000) Factors influencing the location of deer–vehicle accidents in Iowa. J Wildl Manage 64:707–713

    Article  Google Scholar 

  • Huber D, Kusak J, Frkovic A, Guzvica G, Gomercic T (2002) Causes of wolf mortality in Croatia in the period 1986–2001. Vet Arh 72:131–139

    Google Scholar 

  • Imai K, King G, Lau O (2007) Zelig: Everyone's Statistical Software. Available in: http://GKing.harvard.edu/zelig

  • Imai K, King G, Lau O (2008) Toward a common framework for statistical analysis and development. J Comput Graph Stat 17:892–913. Available in: http://gking.harvard.edu/files/abs/z-abs.shtml

    Google Scholar 

  • Inbar M, Mayer RT (1999) Spatio-temporal trends in armadillo diurnal activity and road-kills in central Florida. Wildl Soc Bull 27:865–872

    Google Scholar 

  • Iuell B, Bekker H, Cuperus R, Dufek J, Fry GL, Hicks C, Hlavac V, Keller J, Le Marie Wandall B, Rosell Pagès C, Sangwine T, Torslov N (eds) (2003) Wildlife and traffic: a European handbook for identifying conflicts and designing solutions. Prepared by COST 341: Habitat fragmentation due to transportation infrastructure. Ministry of Transport, Public Works and Water Management, Road and Hydraulic Engineering Division, Delft, the Netherlands

  • Jaeger JAG, Fahrig L (2004) Effects of road fencing on population persistence. Conserv Biol 18:1651–1657

    Article  Google Scholar 

  • Joyce TL, Mahoney SP (2001) Spatial and temporal distributions of moose–vehicle collisions in Newfoundland. Wildl Soc Bull 29:281–291

    Google Scholar 

  • Kaczensky P, Knauer F, Krze B, Jonozovic M, Adamic M, Gossow H (2003) The impact of high speed, high volume traffic axes on brown bears in Slovenia. Biol Conserv 111:191–204

    Article  Google Scholar 

  • King G, Zeng L (2000) Explaining rare events in international relations. Int Organ 55:693–715

    Article  Google Scholar 

  • King G, Zeng L (2001) Logistic regression in rare events data. Polit Anal 9:137–163

    Google Scholar 

  • Kohn B, Frair J, Unger D, Gehring T, Shelley D, Anderson E, Keenlance P (1999) Impacts of a highway expansion project on wolves in northwestern Wisconsin. In: Evink G, Zeigler D, Garrett P (eds) Proceedings of the Third International Conference on Wildlife Ecology and Transportation. Florida Department of Transportation, Tallahassee, pp 53–65

  • Kolowski JM, Nielsen CK (2008) Using penrose distance to identify potential risk of wildlife–vehicle collisions. Biol Conserv 141:1119–1128

    Article  Google Scholar 

  • Lavsund S, Sandegren F (1991) Moose-vehicle relations in Sweden: a review. Alces 27:118–126

    Google Scholar 

  • Llaneza L, Blanco JC (2005) Situación del lobo (Canis lupus L.) en Castilla y León en 2001. Evolución de sus poblaciones. Galemys 17:2015–2028

    Google Scholar 

  • Lovari S, Sforzi A, Scala C, Fico R (2007) Mortality parameters of the wolf in Italy: does the wolf keep himself from the door? J Zool 272:117–124

    Article  Google Scholar 

  • Mace RD, Waller JS, Manley TL, Lyon JL, Zuuring H (1996) Relationships among grizzly bears, roads, and habitat in the Swan Mountains, Montana. J Appl Ecol 33:1395–1404

    Article  Google Scholar 

  • Maehr DS, Land ED, Roelke ME (1991) Mortality patterns of panthers in Southwest Florida. Proc Annu Conf Southeast Assoc Fish Wildl Agencies 45:201–217

    Google Scholar 

  • Malo JE, Suarez F, Diez A (2004) Can we mitigate animal–vehicle accidents using predictive models? J Appl Ecol 41:701–710

    Article  Google Scholar 

  • McLellan BN, Shackleton DM (1988) Grizzly bears and resource extraction industries: effects of roads on behaviour, habitat use and demography. J Appl Ecol 25:451–460

    Article  Google Scholar 

  • Mech LD (1989) Wolf population survival in an area of high road density. Am Midl Nat 121:387–389

    Article  Google Scholar 

  • Mech LD (1995) The challenge and opportunity of recovering wolf populations. Conserv Biol 9:270–278

    Article  Google Scholar 

  • Ministerio de Medio Ambiente (2004) Incidencias y mortalidad de Lince Ibérico encontradas en el Área de Doñana. Available in: http://www.catsg.org/iberianlynx/04_library/4_6_materialandmethods/Grupo_Asesor_de_Aspectos_Sanitarios_2004_Tabla_Mortalidad_Linces_1982–2004.pdf

  • Mladenoff DJ, Sickley TA, Haight RG, Wydeven AP (1995) A regional landscape analysis and prediction of favorable gray wolf habitat in the Northern Great Lakes Region. Conserv Biol 9:279–294

    Article  Google Scholar 

  • Mysterud A (2004) Temporal variation in the number of car-killed red deer Cervus elaphus in Norway. Wildlife Biol 10:203–211

    Google Scholar 

  • Nielsen CK, Anderson RG, Grund MD (2003) Landscape influences on deer-vehicle accident areas in an urban environment. J Wildl Manage 67:46–51

    Article  Google Scholar 

  • Noss RF, Quigley HB, Hornocker MG, Merrill T, Paquet PC (1996) Conservation biology and carnivore conservation in the Rocky Mountains. Conserv Biol 10:949–963

    Article  Google Scholar 

  • Olsen ML (2003) Causes of mortality of free-ranging Scandinavian grey wolves, 1977-2003. Project paper, Norwegian School of Veterinary Science, Tromsø

  • Paquet P, Callaghan C (1996) Effect of linear developments on winter movements of gray wolves in the Bow River Valley of Banff National Park, Alberta. In: transportation and wildlife: reducing wildlife mortality and improving wildlife passageways across transportation corridors. Proceedings of Florida Department of Transportation/FHWA Transportation related, Florida

  • Pearce J, Ferrier S (2000) Evaluating the predictive performance of habitat models developed using logistic regression. Ecol Model 133:225–245

    Article  Google Scholar 

  • Pletscher DH, Ream RR, Boyd DK, Fairchild MW, Kunkel KE (1997) Populations dynamics of a recolonizing wolf population. J Wildl Manage 61:459–465

    Article  Google Scholar 

  • Puglisi MJ, Lindzey JS, Bellis ED (1974) Factors associated with highway mortality of white-tailed deer. J Wildl Manage 38:799–807

    Article  Google Scholar 

  • Ramp D, Caldwell J, Edwards KA, Warton D, Croft DB (2005) Modelling of wildlife fatality hotspots along the Snowy Mountain Highway in New South Wales, Australia. Biol Conserv 126:474–490

    Article  Google Scholar 

  • Rodriguez A, Crema G, Delibes M (1996) Use of nonwildlife passages across a high speed railway by terrestrial vertebrates. J Appl Ecol 33:1527–1540

    Article  Google Scholar 

  • Rodríguez A, Crema G, Delibes M (1997) Factors affecting crossing of red foxes and wild cats through non-wildlife passages across a high-speed railway. Ecography 20:287–294

    Article  Google Scholar 

  • Seiler A (2004) Trends and spatial pattern in ungulate–vehicle collisions in Sweden. Wildlife Biol 10:301–313

    Google Scholar 

  • Seiler A (2005) Predicting locations of moose–vehicle collisions in Sweden. J Appl Ecol 42:371–382

    Article  Google Scholar 

  • Slater FM (2002) An assessment of wildlife road casualties—the potential discrepancy between numbers counted and numbers killed. Web Ecol 3:33–42

    Google Scholar 

  • Thiel RP (1985) Relationship between road densities and wolf habitat suitability in Wisconsin. Am Midl Nat 113:404–407

    Article  Google Scholar 

  • Thurber JM, Peterson RO, Drummer TD, Thomasma SA (1994) Gray wolf response to refuge boundaries and roads in Alaska. Wildl Soc Bull 22:61–68

    Google Scholar 

  • Tigas LA, Van Vuren DH, Sauvajot RM (2002) Behavioral responses of bobcats and coyotes to habitat fragmentation and corridors in an urban environment. Biol Conserv 108:299–306

    Article  Google Scholar 

  • Todd AW, Keith LB (1976) Responses of coyotes to winter reductions in agricultural carrion. Alberta Wildl Tech Bull 5:32

    Google Scholar 

  • Ward AL (1982) Mule deer behavior in relation to fencing and underpasses on Interstate 80 in Wyoming. Transp Res Rec 859:8–13

    Google Scholar 

  • Waser PM (1996) Patterns and consequences of dispersal in gregarious carnivores. In: Gittleman JL (ed) Carnivore behavior, ecology, and evolution. Cornell University Press, Ithaca, pp 267–295

    Google Scholar 

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Acknowledgements

Traffic reports used in this study were contributed by the Traffic Safety Observatory of the Dirección General de Tráfico, the Traffic Subsectors of the Guardia Civil and the Servicios Territoriales of the Department of Environment which belongs to the Junta de Castilla y León. Ph.D. thesis where this study is included has been supported by the Junta de Castilla y León by means of a pre-doctoral scholarship. T. Langen (University of Clarkson, New York, NY, USA) and J. Talegón are acknowledged for their useful comments. Two anonymous reviewers contributed to improve this paper with their helpful and constructive remarks. We would also like to thank Mr. G.H. Jenkins for his help with the English version of the manuscript.

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Correspondence to Victor Javier Colino-Rabanal.

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Communicated by H. Kierdorf

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Colino-Rabanal, V.J., Lizana, M. & Peris, S.J. Factors influencing wolf Canis lupus roadkills in Northwest Spain. Eur J Wildl Res 57, 399–409 (2011). https://doi.org/10.1007/s10344-010-0446-1

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