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Volumn 6, Issue 17, 2016, Pages 6409-6421

A simple framework for a complex problem? Predicting wildlife–vehicle collisions

Author keywords

Animal; co occurrence; kangaroo; risk; road ecology; roadkill; spatial; species distribution model; speed limit; traffic volume

Indexed keywords


EID: 84982218400     PISSN: None     EISSN: 20457758     Source Type: Journal    
DOI: 10.1002/ece3.2306     Document Type: Article
Times cited : (49)

References (72)
  • 1
    • 0012033242 scopus 로고    scopus 로고
    • (accessed 15 July 2014).
    • Australian Bureau of Statistics. 2011. Census data. http://abs.gov.au/ (accessed 15 July 2014).
    • (2011) Census data
  • 2
    • 84905240506 scopus 로고    scopus 로고
    • Spatial distribution of road-kills and factors influencing road mortality for mammals in northern New York state
    • Barthelmess, E. L. 2014. Spatial distribution of road-kills and factors influencing road mortality for mammals in northern New York state. Biodivers. Conserv. 23:2491–2514.
    • (2014) Biodivers. Conserv. , vol.23 , pp. 2491-2514
    • Barthelmess, E.L.1
  • 3
    • 84872769761 scopus 로고    scopus 로고
    • An index of risk of co-occurrence between marine mammals and watercraft: example of the Florida manatee
    • Bauduin, S., J. Martin, H. H. Edwards, O. Gimenez, S. M. Koslovsky, and D. E. Fagan. 2013. An index of risk of co-occurrence between marine mammals and watercraft: example of the Florida manatee. Biol. Conserv. 159:127–136.
    • (2013) Biol. Conserv. , vol.159 , pp. 127-136
    • Bauduin, S.1    Martin, J.2    Edwards, H.H.3    Gimenez, O.4    Koslovsky, S.M.5    Fagan, D.E.6
  • 4
    • 42449123161 scopus 로고    scopus 로고
    • Temporal trends in use of fauna-friendly underpasses and overpasses
    • Bond, A. R., and D. N. Jones. 2008. Temporal trends in use of fauna-friendly underpasses and overpasses. Wildl. Res. 35:103–112.
    • (2008) Wildl. Res. , vol.35 , pp. 103-112
    • Bond, A.R.1    Jones, D.N.2
  • 5
    • 84891906265 scopus 로고    scopus 로고
    • Wildlife warning signs: public assessment of components, placement and designs to optimise driver response
    • Bond, A. R., and D. N. Jones. 2013. Wildlife warning signs: public assessment of components, placement and designs to optimise driver response. Animals 3:1142–1161.
    • (2013) Animals , vol.3 , pp. 1142-1161
    • Bond, A.R.1    Jones, D.N.2
  • 6
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman, L. 2001. Random forests. Mach. Learn 45:5–32.
    • (2001) Mach. Learn , vol.45 , pp. 5-32
    • Breiman, L.1
  • 7
    • 56349122420 scopus 로고    scopus 로고
    • AADT prediction using support vector regression with data-dependent parameters
    • Castro-Neto, M., Y. Jeong, M. K. Jeong, and L. D. Han. 2009. AADT prediction using support vector regression with data-dependent parameters. Expert Syst. Appl. 36:2979–2986.
    • (2009) Expert Syst. Appl. , vol.36 , pp. 2979-2986
    • Castro-Neto, M.1    Jeong, Y.2    Jeong, M.K.3    Han, L.D.4
  • 9
    • 0037208410 scopus 로고    scopus 로고
    • Spatial patterns and factors influencing small vertebrate fauna road-kill aggregations
    • Clevenger, A. P., B. Chruszcz, and K. E. Gunson. 2003. Spatial patterns and factors influencing small vertebrate fauna road-kill aggregations. Biol. Conserv. 109:15–16.
    • (2003) Biol. Conserv. , vol.109 , pp. 15-16
    • Clevenger, A.P.1    Chruszcz, B.2    Gunson, K.E.3
  • 10
    • 84928793398 scopus 로고    scopus 로고
    • Context-dependent effects on spatial variation in deer-vehicle collisions
    • Clevenger, A. P., M. Barrueto, K. E. Gunson, F. M. Caryl, and A. T. Ford. 2015. Context-dependent effects on spatial variation in deer-vehicle collisions. Ecosphere 6:art47.
    • (2015) Ecosphere , vol.6 , pp. art47
    • Clevenger, A.P.1    Barrueto, M.2    Gunson, K.E.3    Caryl, F.M.4    Ford, A.T.5
  • 12
    • 84866758013 scopus 로고    scopus 로고
    • A new method for dealing with residual spatial autocorrelation in species distribution models
    • Crase, B., A. C. Liedloff, and B. A. Wintle. 2012. A new method for dealing with residual spatial autocorrelation in species distribution models. Ecography 35:879–888.
    • (2012) Ecography , vol.35 , pp. 879-888
    • Crase, B.1    Liedloff, A.C.2    Wintle, B.A.3
  • 13
    • 84986313955 scopus 로고    scopus 로고
    • Kangaroo management: individuals and communities
    • Croft, D. B. 2004. Kangaroo management: individuals and communities. Aust. Mammal. 26:101–108.
    • (2004) Aust. Mammal. , vol.26 , pp. 101-108
    • Croft, D.B.1
  • 15
    • 84881227948 scopus 로고    scopus 로고
    • Principle of demographic gravitation to estimate annual average daily traffic: comparison of statistical and neural network models
    • Duddu, V. R., and S. S. Pulugurtha. 2013. Principle of demographic gravitation to estimate annual average daily traffic: comparison of statistical and neural network models. J. Transp. Eng. 139:585–595.
    • (2013) J. Transp. Eng. , vol.139 , pp. 585-595
    • Duddu, V.R.1    Pulugurtha, S.S.2
  • 16
    • 73949141293 scopus 로고    scopus 로고
    • Species distribution models: ecological explanation and prediction across space and time
    • Elith, J., and J. R. Leathwick. 2009. Species distribution models: ecological explanation and prediction across space and time. Annu. Rev. Ecol. Evol. Syst. 40:677–697.
    • (2009) Annu. Rev. Ecol. Evol. Syst. , vol.40 , pp. 677-697
    • Elith, J.1    Leathwick, J.R.2
  • 17
    • 44849118698 scopus 로고    scopus 로고
    • A working guide to boosted regression trees
    • Elith, J., J. R. Leathwick, and T. Hastie. 2008. A working guide to boosted regression trees. J. Anim. Ecol. 77:802–813.
    • (2008) J. Anim. Ecol. , vol.77 , pp. 802-813
    • Elith, J.1    Leathwick, J.R.2    Hastie, T.3
  • 18
    • 78650029343 scopus 로고    scopus 로고
    • The art of modelling range-shifting species
    • Elith, J., M. Kearney, and S. Phillips. 2010. The art of modelling range-shifting species. Methods Ecol. Evol. 1:330–342.
    • (2010) Methods Ecol. Evol. , vol.1 , pp. 330-342
    • Elith, J.1    Kearney, M.2    Phillips, S.3
  • 19
    • 33846504965 scopus 로고    scopus 로고
    • Improving the prediction of annual average daily traffic for nonfreeway facilities by applying a spatial statistical method
    • Eom, J. K., M. S. Park, T. Y. Heo, and L. F. Huntsinger. 2006. Improving the prediction of annual average daily traffic for nonfreeway facilities by applying a spatial statistical method. Transp. Res. Rec. 1968:20–29.
    • (2006) Transp. Res. Rec. , vol.1968 , pp. 20-29
    • Eom, J.K.1    Park, M.S.2    Heo, T.Y.3    Huntsinger, L.F.4
  • 20
    • 0032441690 scopus 로고    scopus 로고
    • Roads and their major ecological effects
    • Forman, R. T., and L. E. Alexander. 1998. Roads and their major ecological effects. Annu. Rev. Ecol. Syst. 29:207–231.
    • (1998) Annu. Rev. Ecol. Syst. , vol.29 , pp. 207-231
    • Forman, R.T.1    Alexander, L.E.2
  • 21
    • 0037186544 scopus 로고    scopus 로고
    • Stochastic gradient boosting
    • Friedman, J. H. 2002. Stochastic gradient boosting. Comput. Stat. Data Anal. 38:367–378.
    • (2002) Comput. Stat. Data Anal. , vol.38 , pp. 367-378
    • Friedman, J.H.1
  • 22
    • 48249149077 scopus 로고    scopus 로고
    • Traffic volume alters elk distribution and highway crossings in Arizona
    • Gagnon, J. W., T. C. Theimer, N. L. Dodd, S. Boe, and R. E. Schweinsburg. 2007. Traffic volume alters elk distribution and highway crossings in Arizona. J. Wildl. Manag. 71:2318–2323.
    • (2007) J. Wildl. Manag. , vol.71 , pp. 2318-2323
    • Gagnon, J.W.1    Theimer, T.C.2    Dodd, N.L.3    Boe, S.4    Schweinsburg, R.E.5
  • 23
    • 0002324167 scopus 로고
    • Minimum viable populations: processes of species extinction
    • in, M. Soule, ed., Sinauer Associates, Sunderland, MA
    • Gilpin, M. E., and M. Soule. 1986. Minimum viable populations: processes of species extinction. Pp. 19–34 in M. Soule, ed. Conservation biology: the science of scarcity and diversity. Sinauer Associates, Sunderland, MA.
    • (1986) Conservation biology: the science of scarcity and diversity , pp. 19-34
    • Gilpin, M.E.1    Soule, M.2
  • 24
    • 67349277764 scopus 로고    scopus 로고
    • Identification methods and deterministic factors of owl roadkill hotspot locations in mediterranean landscapes
    • Gomes, L., C. Grilo, C. Silva, and A. Mira. 2008. Identification methods and deterministic factors of owl roadkill hotspot locations in mediterranean landscapes. Ecol. Res. 24:355–370.
    • (2008) Ecol. Res. , vol.24 , pp. 355-370
    • Gomes, L.1    Grilo, C.2    Silva, C.3    Mira, A.4
  • 25
    • 4344601500 scopus 로고    scopus 로고
    • New developments in museum-based informatics and applications in biodiversity analysis
    • Graham, C. H., S. Ferrier, F. Huettman, C. Moritz, and A. T. Peterson. 2004. New developments in museum-based informatics and applications in biodiversity analysis. Trends Ecol. Evol. 19:497–503.
    • (2004) Trends Ecol. Evol. , vol.19 , pp. 497-503
    • Graham, C.H.1    Ferrier, S.2    Huettman, F.3    Moritz, C.4    Peterson, A.T.5
  • 27
    • 24344493920 scopus 로고    scopus 로고
    • Predicting species distribution: offering more than simple habitat models
    • Guisan, A., and W. Thuiller. 2005. Predicting species distribution: offering more than simple habitat models. Ecol. Lett. 8:993–1009.
    • (2005) Ecol. Lett. , vol.8 , pp. 993-1009
    • Guisan, A.1    Thuiller, W.2
  • 28
    • 0031805839 scopus 로고    scopus 로고
    • The risk of moose alces alces collision: a predictive logistic model for moose-train accidents
    • Gundersen, H., and H. P. Andreassen. 1998. The risk of moose alces alces collision: a predictive logistic model for moose-train accidents. Wildl. Biol. 4:103–110.
    • (1998) Wildl. Biol. , vol.4 , pp. 103-110
    • Gundersen, H.1    Andreassen, H.P.2
  • 29
    • 68149134594 scopus 로고    scopus 로고
    • A comparison of data sets varying in spatial accuracy used to predict the occurrence of wildlife-vehicle collisions
    • Gunson, K. E., A. P. Clevenger, A. T. Ford, J. A. Bissonette, and A. Hardy. 2009. A comparison of data sets varying in spatial accuracy used to predict the occurrence of wildlife-vehicle collisions. Environ. Manage. 44:268–277.
    • (2009) Environ. Manage. , vol.44 , pp. 268-277
    • Gunson, K.E.1    Clevenger, A.P.2    Ford, A.T.3    Bissonette, J.A.4    Hardy, A.5
  • 30
    • 79251624726 scopus 로고    scopus 로고
    • Spatial wildlife-vehicle collision models: a review of current work and its application to transportation mitigation projects
    • Gunson, K. E., G. Mountrakis, and L. J. Quackenbush. 2011. Spatial wildlife-vehicle collision models: a review of current work and its application to transportation mitigation projects. J. Environ. Manage. 92:1074–1082.
    • (2011) J. Environ. Manage. , vol.92 , pp. 1074-1082
    • Gunson, K.E.1    Mountrakis, G.2    Quackenbush, L.J.3
  • 31
    • 84857129539 scopus 로고    scopus 로고
    • Large-scale model-based assessment of deer-vehicle collision risk
    • Hothorn, T., R. Brandl, and J. Müller. 2012. Large-scale model-based assessment of deer-vehicle collision risk. PLoS ONE 7:e29510.
    • (2012) PLoS ONE , vol.7
    • Hothorn, T.1    Brandl, R.2    Müller, J.3
  • 32
  • 35
    • 67649985010 scopus 로고    scopus 로고
    • Utility of expert-based knowledge for predicting wildlife-vehicle collisions
    • Hurley, M. V., E. K. Rapaport, and C. J. Johnson. 2009. Utility of expert-based knowledge for predicting wildlife-vehicle collisions. J. Wildl. Manag. 73:278–286.
    • (2009) J. Wildl. Manag. , vol.73 , pp. 278-286
    • Hurley, M.V.1    Rapaport, E.K.2    Johnson, C.J.3
  • 36
    • 10644287868 scopus 로고    scopus 로고
    • Effects of road fencing on population persistence
    • Jaeger, J. A., and L. Fahrig. 2004. Effects of road fencing on population persistence. Conserv. Biol. 18:1651–1657.
    • (2004) Conserv. Biol. , vol.18 , pp. 1651-1657
    • Jaeger, J.A.1    Fahrig, L.2
  • 37
    • 62149086187 scopus 로고    scopus 로고
    • Mechanistic niche modelling: combining physiological and spatial data to predict species ranges
    • Kearney, M., and W. Porter. 2009. Mechanistic niche modelling: combining physiological and spatial data to predict species ranges. Ecol. Lett. 12:334–350.
    • (2009) Ecol. Lett. , vol.12 , pp. 334-350
    • Kearney, M.1    Porter, W.2
  • 38
    • 33644812454 scopus 로고    scopus 로고
    • Frequency and causes of kangaroo–vehicle collisions on an Australian outback highway
    • Klöcker, U., D. B. Croft, and D. Ramp. 2006. Frequency and causes of kangaroo–vehicle collisions on an Australian outback highway. Wildl. Res. 33:5–15.
    • (2006) Wildl. Res. , vol.33 , pp. 5-15
    • Klöcker, U.1    Croft, D.B.2    Ramp, D.3
  • 39
    • 58449086681 scopus 로고    scopus 로고
    • Predicting hot spots of herpetofauna road mortality along highway networks
    • Langen, T. A., K. M. Ogden, and L. L. Schwarting. 2009. Predicting hot spots of herpetofauna road mortality along highway networks. J. Wildl. Manag. 73:104–114.
    • (2009) J. Wildl. Manag. , vol.73 , pp. 104-114
    • Langen, T.A.1    Ogden, K.M.2    Schwarting, L.L.3
  • 40
    • 84986253101 scopus 로고    scopus 로고
    • Kangaroo-vehicle collisions in Australia's sheep rangelands during and following drought periods
    • Lee, E., U. Klöcker, D. B. Croft, and D. Ramp. 2004. Kangaroo-vehicle collisions in Australia's sheep rangelands during and following drought periods. Aust. Mammal. 26:215–226.
    • (2004) Aust. Mammal. , vol.26 , pp. 215-226
    • Lee, E.1    Klöcker, U.2    Croft, D.B.3    Ramp, D.4
  • 41
    • 51849136089 scopus 로고    scopus 로고
    • An approach toward understanding wildlife-vehicle collisions
    • Litvaitis, J. A., and J. P. Tash. 2008. An approach toward understanding wildlife-vehicle collisions. Environ. Manage. 42:688–697.
    • (2008) Environ. Manage. , vol.42 , pp. 688-697
    • Litvaitis, J.A.1    Tash, J.P.2
  • 42
    • 3843105681 scopus 로고    scopus 로고
    • Can we mitigate animal–vehicle accidents using predictive models?
    • Malo, J. E., F. Suárez, and A. Díez. 2004. Can we mitigate animal–vehicle accidents using predictive models? J. Appl. Ecol. 41:701–710.
    • (2004) J. Appl. Ecol. , vol.41 , pp. 701-710
    • Malo, J.E.1    Suárez, F.2    Díez, A.3
  • 43
    • 84869052640 scopus 로고    scopus 로고
    • Spatial and temporal evaluation of wildlife-vehicle collisions along the m3 highway in Hungary
    • Markolt, F., L. Szemethy, R. Lehoczki, and M. Heltai. 2012. Spatial and temporal evaluation of wildlife-vehicle collisions along the m3 highway in Hungary. North West J. Zool. 8:414–425.
    • (2012) North West J. Zool. , vol.8 , pp. 414-425
    • Markolt, F.1    Szemethy, L.2    Lehoczki, R.3    Heltai, M.4
  • 45
    • 84899512612 scopus 로고    scopus 로고
    • Targeting mitigation efforts: the role of speed limit and road edge clearance for deer-vehicle collisions
    • Meisingset, E. L., L. E. Loe, and A. Mysterud. 2014. Targeting mitigation efforts: the role of speed limit and road edge clearance for deer-vehicle collisions. J. Wildl. Manag. 78:679–688.
    • (2014) J. Wildl. Manag. , vol.78 , pp. 679-688
    • Meisingset, E.L.1    Loe, L.E.2    Mysterud, A.3
  • 46
    • 84900554817 scopus 로고    scopus 로고
    • Optimal planning for mitigating the impacts of roads on wildlife
    • Polak, T., J. R. Rhodes, D. Jones, and H. P. Possingham. 2014. Optimal planning for mitigating the impacts of roads on wildlife. J. Appl. Ecol. 51:726–734.
    • (2014) J. Appl. Ecol. , vol.51 , pp. 726-734
    • Polak, T.1    Rhodes, J.R.2    Jones, D.3    Possingham, H.P.4
  • 49
    • 33846806050 scopus 로고    scopus 로고
    • The effect of road-based fatalities on the viability of a peri-urban swamp wallaby population
    • Ramp, D., and D. Ben-Ami. 2006. The effect of road-based fatalities on the viability of a peri-urban swamp wallaby population. J. Wildl. Manag. 70:1615–1624.
    • (2006) J. Wildl. Manag. , vol.70 , pp. 1615-1624
    • Ramp, D.1    Ben-Ami, D.2
  • 50
    • 24944548297 scopus 로고    scopus 로고
    • Modelling of wildlife fatality hotspots along the snowy mountain highway in New South Wales, Australia
    • Ramp, D., J. Caldwell, K. A. Edwards, D. Warton, and D. B. Croft. 2005. Modelling of wildlife fatality hotspots along the snowy mountain highway in New South Wales, Australia. Biol. Conserv. 126:474–490.
    • (2005) Biol. Conserv. , vol.126 , pp. 474-490
    • Ramp, D.1    Caldwell, J.2    Edwards, K.A.3    Warton, D.4    Croft, D.B.5
  • 51
    • 60349107591 scopus 로고    scopus 로고
    • Incorporating habitat use in models of fauna fatalities on roads
    • Roger, E., and D. Ramp. 2009. Incorporating habitat use in models of fauna fatalities on roads. Divers. Distrib. 15:222–231.
    • (2009) Divers. Distrib. , vol.15 , pp. 222-231
    • Roger, E.1    Ramp, D.2
  • 52
    • 84896726218 scopus 로고    scopus 로고
    • Relative effects of road risk, habitat suitability, and connectivity on wildlife roadkills: the case of tawny owls (Strix aluco)
    • Santos, S. M., R. Lourenço, A. Mira, and P. Beja. 2013. Relative effects of road risk, habitat suitability, and connectivity on wildlife roadkills: the case of tawny owls (Strix aluco). PLoS ONE 8:e79967.
    • (2013) PLoS ONE , vol.8
    • Santos, S.M.1    Lourenço, R.2    Mira, A.3    Beja, P.4
  • 53
    • 57949086433 scopus 로고    scopus 로고
    • (accessed 15 February 2015).
    • Schneider, A. 2015. Gps visualizer. http://www.gpsvisualizer.com/ (accessed 15 February 2015).
    • (2015) Gps visualizer
    • Schneider, A.1
  • 54
    • 0034432753 scopus 로고    scopus 로고
    • Estimation of traffic volume on rural local roads
    • Seaver, W. L., A. Chatterjee, and M. L. Seaver. 2000. Estimation of traffic volume on rural local roads. Transp. Res. Rec. 1719:121–128.
    • (2000) Transp. Res. Rec. , vol.1719 , pp. 121-128
    • Seaver, W.L.1    Chatterjee, A.2    Seaver, M.L.3
  • 55
    • 18444372992 scopus 로고    scopus 로고
    • Predicting locations of moose-vehicle collisions in Sweden
    • Seiler, A. 2005. Predicting locations of moose-vehicle collisions in Sweden. J. Appl. Ecol. 42:371–382.
    • (2005) J. Appl. Ecol. , vol.42 , pp. 371-382
    • Seiler, A.1
  • 56
    • 56649111760 scopus 로고    scopus 로고
    • Mortality in wildlife due to transportation
    • in, J. Davenport, J. L. Davenport, eds., Springer, Dordrecht, The Netherlands
    • Seiler, A., and J. Helldin. 2006. Mortality in wildlife due to transportation. Pp. 165–189 in J. Davenport and J. L. Davenport, eds. The ecology of transportation: managing mobility for the environment. Springer, Dordrecht, The Netherlands.
    • (2006) The ecology of transportation: managing mobility for the environment , pp. 165-189
    • Seiler, A.1    Helldin, J.2
  • 57
    • 84873934605 scopus 로고    scopus 로고
    • Spatial prediction of traffic levels in unmeasured locations: applications of universal kriging and geographically weighted regression
    • Selby, B., and K. M. Kockelman. 2013. Spatial prediction of traffic levels in unmeasured locations: applications of universal kriging and geographically weighted regression. J. Transp. Geogr. 29:24–32.
    • (2013) J. Transp. Geogr. , vol.29 , pp. 24-32
    • Selby, B.1    Kockelman, K.M.2
  • 58
    • 84889063528 scopus 로고    scopus 로고
    • Disentangling roadkill: the influence of landscape and season on cumulative vertebrate mortality in South Korea
    • Seo, C., J. Thorne, T. Choi, H. Kwon, and C. H. Park. 2015. Disentangling roadkill: the influence of landscape and season on cumulative vertebrate mortality in South Korea. Landscape Ecol. Eng. 11:87–99.
    • (2015) Landscape Ecol. Eng. , vol.11 , pp. 87-99
    • Seo, C.1    Thorne, J.2    Choi, T.3    Kwon, H.4    Park, C.H.5
  • 59
    • 84985848340 scopus 로고
    • Population viability analysis
    • Shaffer, M. L. 1990. Population viability analysis. Conserv. Biol. 4:39–40.
    • (1990) Conserv. Biol. , vol.4 , pp. 39-40
    • Shaffer, M.L.1
  • 60
    • 0030442316 scopus 로고    scopus 로고
    • Classification of kangaroo habitat distribution using three GIS models
    • Skidmore, A. K., A. Gauld, and P. Walker. 1996. Classification of kangaroo habitat distribution using three GIS models. Int. J. Geogr. Inf. Syst. 10:441–454.
    • (1996) Int. J. Geogr. Inf. Syst. , vol.10 , pp. 441-454
    • Skidmore, A.K.1    Gauld, A.2    Walker, P.3
  • 61
    • 84956919997 scopus 로고    scopus 로고
    • A landscape-based approach for delineating hotspots of wildlife-vehicle collisions
    • Snow, N. P., D. M. Williams, and W. F. Porter. 2014. A landscape-based approach for delineating hotspots of wildlife-vehicle collisions. Landscape Ecol. 29:817–829.
    • (2014) Landscape Ecol. , vol.29 , pp. 817-829
    • Snow, N.P.1    Williams, D.M.2    Porter, W.F.3
  • 62
    • 84911058908 scopus 로고    scopus 로고
    • Underreporting of wildlife-vehicle collisions does not hinder predictive models for large ungulates
    • Snow, N. P., W. F. Porter, and D. M. Williams. 2015. Underreporting of wildlife-vehicle collisions does not hinder predictive models for large ungulates. Biol. Conserv. 181:44–53.
    • (2015) Biol. Conserv. , vol.181 , pp. 44-53
    • Snow, N.P.1    Porter, W.F.2    Williams, D.M.3
  • 63
    • 0032460887 scopus 로고    scopus 로고
    • Ecological effects of roads and traffic: a literature review
    • Spellerberg, I. 1998. Ecological effects of roads and traffic: a literature review. Glob. Ecol. Biogeogr. 7:317–333.
    • (1998) Glob. Ecol. Biogeogr. , vol.7 , pp. 317-333
    • Spellerberg, I.1
  • 64
    • 70449117858 scopus 로고    scopus 로고
    • Relative risks of deer–vehicle collisions along road types in southeast Michigan
    • Sudharsan, K., S. J. Riley, and H. Campa Iii. 2009. Relative risks of deer–vehicle collisions along road types in southeast Michigan. Hum. Dimens. Wildl. 14:341–352.
    • (2009) Hum. Dimens. Wildl. , vol.14 , pp. 341-352
    • Sudharsan, K.1    Riley, S.J.2    Campa Iii, H.3
  • 65
    • 0035662548 scopus 로고    scopus 로고
    • Inferring process from pattern: can territory occupancy provide information about life history parameters?
    • Tyre, A. J., H. P. Possingham, and D. B. Lindenmayer. 2001. Inferring process from pattern: can territory occupancy provide information about life history parameters? Ecol. Appl. 11:1722–1737.
    • (2001) Ecol. Appl. , vol.11 , pp. 1722-1737
    • Tyre, A.J.1    Possingham, H.P.2    Lindenmayer, D.B.3
  • 67
    • 84986253109 scopus 로고    scopus 로고
    • (accessed 17 July 2014).
    • VicRoads. 2014. Crashstats. http://crashstat1.roads.vic.gov.au/crashstats/crash.htm (accessed 17 July 2014).
    • (2014) Crashstats
  • 68
    • 0025673033 scopus 로고
    • Modelling wildlife distributions using a geographic information system: kangaroos in relation to climate
    • Walker, P. A. 1990. Modelling wildlife distributions using a geographic information system: kangaroos in relation to climate. J. Biogeogr. 17:279–289.
    • (1990) J. Biogeogr. , vol.17 , pp. 279-289
    • Walker, P.A.1
  • 70
    • 17644395960 scopus 로고    scopus 로고
    • Fauna habitat modelling and mapping: a review and case study in the Lower Hunter Central Coast region of NSW
    • Wintle, B. A., J. Elith, and J. M. Potts. 2005. Fauna habitat modelling and mapping: a review and case study in the Lower Hunter Central Coast region of NSW. Austral Ecol. 30:719–738.
    • (2005) Austral Ecol. , vol.30 , pp. 719-738
    • Wintle, B.A.1    Elith, J.2    Potts, J.M.3
  • 71
    • 0036568056 scopus 로고    scopus 로고
    • Bayesian estimation of classified mean daily traffic
    • Yang, S., and G. A. Davis. 2002. Bayesian estimation of classified mean daily traffic. Transp. Res. Part A Policy Pract. 36:365–382.
    • (2002) Transp. Res. Part A Policy Pract. , vol.36 , pp. 365-382
    • Yang, S.1    Davis, G.A.2
  • 72
    • 0035729911 scopus 로고    scopus 로고
    • Contributing factors of annual average daily traffic in a Florida county: exploration with geographic information system and regression models
    • Zhao, F., and S. Chung. 2001. Contributing factors of annual average daily traffic in a Florida county: exploration with geographic information system and regression models. Transp. Res. Rec. 1769:113–122.
    • (2001) Transp. Res. Rec. , vol.1769 , pp. 113-122
    • Zhao, F.1    Chung, S.2


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