Abstract
Distributions of pond-breeding amphibians may be influenced by habitat factors at different spatial scales. We used anuran calling surveys to investigate the association between 5 anuran species and habitat variables measured within 100, 500, 1000, and 3000 m of sampling points at 63 coastal wetlands along the US shores of Lake Michigan and Lake Huron. Stepwise logistic regression was used to create predictive models for each species at each spatial scale. Our results confirm the view that habitat variables at multiple scales influence frog distributions, but the strength of predictive models was significantly affected by the spatial scale at which habitat variables were derived. Remotely sensed habitat variables within a 3000 m radius were among the most effective predictors of occurrence for American toad (Bufo americanus), eastern gray treefrog (Hyla versicolor), spring peeper (Pseudacris crucifer), and green frog (Rana clamitans melanota). The western chorus frog (Pseudacris triseriata) was predicted most effectively by variables derived within a 500 m radius. For the most part, these anurans exhibited species-specific responses to habitat variables; however the suite of landscape-scale variables associated with urban land use appeared in all species’ regression models. Associations with landscape-scale variables coupled with well-documented habitat needs at local breeding sites suggest that conservation and assessment of frogs and toads in coastal wetlands should consider the influence of habitat variables at multiple spatial scales.
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References
E.P. Ashley J.T. Robinson (1996) ArticleTitleRoad mortality of amphibians, reptiles and other wildlife on the Long Point causeway, Lake ErieOntario Can. Field-Nat. 110 403–412
Bailey R.G. 1995. Description of the ecoregions of the United States. USDA Forest. Service Website. Available online at: http//www.fs.fed.us/land/ecosysmgmt/ecoreg1_home.html.
T.J.C. Beebee (1985) ArticleTitleDiscriminant analysis of amphibian habitat determinants in South-East England Amphibia-Reptilia 6 35–43
R.B. Bendel A.A. Afifi (1977) ArticleTitleComparison of stopping rules in forward regression J. Am. Stat. Assoc. 72 46–53
K.A. Berven T.A. Grudzien (1990) ArticleTitleDispersal of the wood frog (Rana sylvatica): implications for genetic population structure Evolution 44 2047–2056
T.R. Bosley (1978) ArticleTitleLoss of wetlands on the west shore of Green Bay Trans. Wisconsin Acad. Sci. Arts Lett. 66 235–245
J.V. Bradley (1968) Distribution-free Statistical Tests Prentice-Hall Englewood Cliffs, USA
J.C. Brazner (1997) ArticleTitleRegional, habitatand human development influences on coastal wetland and beach fish assemblages in Green Bay, Lake Michigan J. Great Lakes Res. 23 36–51
J.C. Brazner D.A. Jensen (1999) ArticleTitleZebra mussel [Dreissena polymorpha (Pallas)] colonization of rusty crayfish [Orconectes rusticus (Girard)] in Green Bay, Lake Michigan Am. Midland Nat. 143 250–256
J.H. Brown A. Kodric-Brown (1977) ArticleTitleTurnover rates in insular biogeography: effect of immigration on extinction Ecology 58 445–449
L.W. Carr L. Fahrig (2001) ArticleTitleEffect of road traffic on two amphibian species of differing vagility Conserv. Biol. 15 1071–1078 Occurrence Handle10.1046/j.1523-1739.2001.0150041071.x
G.S. Casper (1996) Geographic Distributions of the Amphibians and Reptiles of Wisconsin Milwaukee Public MuseumInc. MilwaukeeUSA
J.P. Collins H.M. Wilbur (1979) ArticleTitleBreeding habits and habitats of the amphibians of the Edwin S. George ReserveMichigan, with notes on the local distribution of fishes Occas. Pap. Museum Zool. Univ. Michigan 686 1–34
M.C. Costanza A.A. Afifi (1979) ArticleTitleComparison of stopping rules in forward stepwise discriminant analysis J. Am. Stat. Assoc. 74 777–785
W.W. Daniel (1990) Applied Nonparametric Statistics, 2nd ed PWS-Kent Publishing Company Boston, USA
Danz N., Regal R., Niemi G.J., Brady V.J., Hollenhorst T., Johnson L.B., Host G.E., Hanowski J.M., Johnston C.A., Brown T., Kingston J. and Kelly J.R. Environmentally stratified sampling design for the development of Great Lakes environmental indicators. Environmental Monitoring and Assessment, in press.
P.G. deMaynadier M.L. Hunter SuffixJr. (1999) ArticleTitleForest canopy closure and juvenile emigration by pool-breeding amphibians in Maine J. Wildlife Manage. 63 441–450
C.K. Dodd B.S. Cade (1998) ArticleTitleMovement patterns and the conservation of amphibians breeding in small, temporary wetlands Conserv. Biol. 12 331–339 Occurrence Handle10.1046/j.1523-1739.1998.97183.x
C.K. Dodd L.L. Smith (2003) Habitat destruction and alteration: historical trends and future prospects for amphibians R.D. Semlitsch (Eds) Amphibian Conservation Smithsonian Institution Washington, DC, USA 94–112
Dodge D. and Kavetsky R. 1995. Aquatic habitat and wetlands of the Great Lakes. SOLEC working paper presented at State of the Great Lakes Ecosystem ConferenceChicago IL.
ERDAS 1999. ERDAS Field Guide: Version 8.5. 5th ed. ERDAS Inc., AtlantaGeorgiaUSA.
InstitutionalAuthorNameEnvironment Canada (1995) State of the Great Lakes 1995 Environment Canada OttawaON
ESRI, Environmental Systems Research InstituteInc. 1996. ArcView GIS: The Geographic Information System for Everyone. Environmental Systems Research InstituteInc., Redlands, California.
L. Fahrig J.H. Pedlar S.E. Pope P.D. Taylor J.F. Wegner (1995) ArticleTitleEffect of road traffic on amphibian density Biol. Conserv. 73 177–182 Occurrence Handle10.1016/0006-3207(94)00102-V
C.S. Findlay J. Houlahan (1997) ArticleTitleAnthropogenic correlates of species richness in southeastern Ontario wetlands Conserv. Biol. 11 1000–1009 Occurrence Handle10.1046/j.1523-1739.1997.96144.x
J.W. Gibbons (2003) ArticleTitleTerrestrial habitat: a vital component for herpetofauna of isolated wetlands Wetlands 23 630–635
J.P. Gibbs (1998) ArticleTitleDistribution of woodland amphibians along a forest fragmentation gradient Landscape Ecol. 13 263–268 Occurrence Handle10.1023/A:1008056424692
D.E. Gill (1978) ArticleTitleThe metapopulation ecology of the red-spotted newtNotopht halmus viridescens (Rafinesque) Ecol. Monogr. 48 145–166
V. Glooschenko W.F. Weller P.G.R. Smith R. Alvo J.H.G. Archbold (1992) ArticleTitleAmphibian distribution with respect to pond water chemistry near Sudbury, Ontario Can. J. Fish. Aqua. Sci. 49 114–121
GraphPad Software Inc. 2003. GraphPad Prism 4. GraphPad Software Inc., San DiegoCA.
A.D. Guerry M.L. Hunter SuffixJr. (2002) ArticleTitleAmphibian distributions in a landscape of forests and agriculture: an examination of landscape composition and configuration Conserv. Biol. 16 745–754 Occurrence Handle10.1046/j.1523-1739.2002.00557.x
I. Hanski D. Simberloff (1997) The metapopulation approach: its history, conceptual domain and application to conservation I.A Hanski M.E. Gilpin (Eds) Metapopulation Biology: Ecology, Genetics, and Evolution Academic Press San DiegoCA 5–25
J.H. Harding (1997) Amphibians and Reptiles of the Great Lakes Region The University of Michigan Press Ann ArborUSA
H.J. Harris G. Fewless M. Milligan W. Johnson (1981) Recovery processes and habitat quality in a freshwater coastal marsh following a natural disturbance B. Richardson (Eds) Selected Proceedings of the Midwest Conference on Wetland Values and Management Freshwater Society NavarreMNUSA 363–379
H.C. Hartman (1990) ArticleTitleClimate change impacts of Laurentian Great Lake levels Clim. Change 17 49–67 Occurrence Handle10.1007/BF00149000
Hecnar S.J. 2004. Great Lakes wetlands as amphibian habitats: a review. Aqua. Ecosyst. Health Manage. 7: 289–303.
S.J. Hecnar R.T. M’Closkey (1996) ArticleTitleAmphibian species richness and distribution in relation to pond water chemistry in southwestern OntarioCanada Freshwater Biol. 36 7–15 Occurrence Handle10.1046/j.1365-2427.1996.00054.x
S.J. Hecnar R.T. M’Closkey (1997) ArticleTitleSpatial scale and determination of species status of the green frog Conserv. Biol. 11 670–682 Occurrence Handle10.1046/j.1523-1739.1997.96096.x
S.J. Hecnar R.T. M’Closkey (1998) ArticleTitleSpecies richness patterns of amphibians in southwestern Ontario ponds J. Biogeogr. 25 763–772 Occurrence Handle10.1046/j.1365-2699.1998.2540763.x
D.A. Hensher L.W. Johnson (1981) Applied Discrete Choice Modeling Halsted Press New York, USA
S.P. Hitchings T.J.C. Beebee (1997) ArticleTitleGenetic substructuring as a result of barriers to gene flow in urban Rana temporaria (common frog) populations: implications for biodiversity conservation Heredity 79 117–127 Occurrence Handle10.1038/sj.hdy.6882010 Occurrence Handle9279008
D.W. Hosmer S. Lemeshow (1989) Applied Logistic Regression John Wiley and Sons New York, USA
C.M. Johnson L.B. Johnson C. Richards V. Beasley (2002) Predicting the occurrence of amphibians: an assessment of multiple-scale models J. Scott P.J. Heglund M.L. Morrison (Eds) Predicting Species Occurrences: Issues of Accuracy and Scale Island Press Washington, DC, USA 157–170
P. Joly C. Miaud A. Lehmann O. Grolet (2001) ArticleTitleHabitat matrix effects on pond occupancy in newts Conserv. Biol. 15 239–248 Occurrence Handle10.1046/j.1523-1739.2001.99200.x
J.R. Karr (1981) ArticleTitleAssessment of biotic integrity using fish communities Fisheries 6 21–27 Occurrence Handle10.1577/1548-8446(1981)006<0021:AOBIUF>2.0.CO;2
J. Keough T. Thompson G. Gunternspergen D.A. Wilcox (1999) ArticleTitleHydrogeomorphic factors and ecosystem responses in coastal wetlands of the Great Lakes Wetlands 19 821–834
D.S. Klute M.J. Lovallo W.M. Tzilkowski (2002) Autologistic regression modeling of American Woodcock habitat use with spatially dependent data J. Scott P.J. Heglund M.L. Morrison (Eds) Predicting Species Occurrences: Issues of Accuracy and Scale Island Press Washington, DC, USA 335–344
M.G. Knutson J.R. Sauer D.A. Olsen M.J. Mossman L.M. Hemesath M.J. Lannoo (1999) ArticleTitleEffects of landscape composition and wetland fragmentation on frog and toad abundance and species richness in Iowa and Wisconsin, USA Conserv. Biol. 13 1437–1446 Occurrence Handle10.1046/j.1523-1739.1999.98445.x
M.B. Kolozsvary R.K. Swihart (1999) ArticleTitleHabitat fragmentation and the distribution of amphibians: patch and landscape correlates in farmland Can. J. Zool. 77 1288–1299 Occurrence Handle10.1139/cjz-77-8-1288
D.C. Kramer (1973) ArticleTitleMovements of western chorus frogs Pseudacris triseriata tagged with Co60 J. Herpetol. 7 231–235
S.P. Lawler D. Dritz T. Strange M. Holyoak (1999) ArticleTitleEffects of introduced mosquitofish and bullfrogs on the threatened California red-legged frog Conserv. Biol. 13 613–622 Occurrence Handle10.1046/j.1523-1739.1999.98075.x
R.M. Lehtinen S.M. Galatowitsch J.R. Tester (1999) ArticleTitleConsequences of habitat loss and fragmentation for wetland amphibian assemblages Wetlands 19 1–12
D.M. Marsh P.C. Trenham (2001) ArticleTitleMetapopulation dynamics and amphibian conservation Conserv. Biol. 15 40–49 Occurrence Handle10.1046/j.1523-1739.2001.00129.x
Maynard L. and Wilcox D. 1997. Coastal wetlands. Available online at: www.epa.gov/glnop/solec/96/coastal/cw-.pdf.
W.J. Mitsch J.G. Gosselink (2000) Wetlands, 3rd ed John Wiley and Sons NY
Morrison M.A. and Hall L.S. 2002. Standard terminology: toward a common language to advance ecological under- standing and application. In: Scott J., Heglund P.J. and Morrison M.L. (eds), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, USA, pp. 43–52.
M.A. Morrison L.S. Hall (2002) Standard terminology: toward a common language to advance ecological understanding and application J. Scott P.J. Heglund M.L. Morrison (Eds) Predicting Species Occurrences: Issues of Accuracy and Scale Island Press Washington, DC, USA 43–52
L.D. Mortsch (1998) ArticleTitleAssessing the impact of climate change on the Great Lakes shoreline wetlands Climate Change 40 391–416 Occurrence Handle10.1023/A:1005445709728
J.C. Munger M. Gerger K. Madrid M. Carroll W. Petersen L. Herberger (1998) ArticleTitleU.S. National wetland inventory classifications as predictors of the occurrence of Columbia Spotted Frogs (Rana luteiventris) and Pacific Treefrogs (Hyla regilla) Conserv. Biol. 12 320–330 Occurrence Handle10.1046/j.1523-1739.1998.97012.x
Nature Conservancy 1994. The conservation of biological diversity in the Great Lakes ecosystem: issues and opportunities. The Nature Conservancy Great Lakes ProgramChicago IL, USA.
NOAANational Oceanic and Atmospheric Administration 2002. Great Lakes Environmental Research Laboratory. Available online at: http://www.lerl.noaa.gov/data/now/wlevels/.
R.S. Oldham (1966) ArticleTitleSpring movement of the American toadBufo americanus Can. J. Zool. 44 63–100
I. Pavignano C. Giacoma S. Castellano (1990) ArticleTitleA multivariate analysis of amphibian habitat determinants in north western Italy Amphibia-Reptilia 11 311–324
Pentecost E.D. and Vogt R.C. 1976. Amphibians and reptiles of the Lake Michigan Drainage Basin. Environmental Status of the Lake Michigan Drainage Basin, Vol. 16. Argonne National Laboratory, Argonne, IL
N. Perret R. Pradel C. Miaud O. Grolet P. Joly (2003) ArticleTitleTransiencedispersal and survival rates in newt patchy populations J. Animal Ecol. 72 567–575 Occurrence Handle10.1046/j.1365-2656.2003.00726.x
S.E. Pope L. Fahrig H.G. Merriam (2000) ArticleTitleLandscape complementation and metapopulation effects on leopard frog populations Ecology 8 2498–2508
W. Reh A. Seitz (1990) ArticleTitleThe influence of land use on the genetic structure of populations of the common frog Rana temporaria Biol. Conserv. 54 239–249 Occurrence Handle10.1016/0006-3207(90)90054-S
K.O. Richter A.L. Azous (1995) ArticleTitleAmphibian occurrence and wetland characteristics in the Puget Sound Basin Wetlands 15 305–312
B.B. Rothermel R.D. Semlitsch (2002) ArticleTitleAn experimental investigation of landscape resistance of forest versus old-field habitats to emigrating juvenile amphibians Conserv. Biol. 16 1324–1332 Occurrence Handle10.1046/j.1523-1739.2002.01085.x
InstitutionalAuthorNameSAS Statistical Analysis System Institute Inc. (1999) SAS Version 8 Statistical Analysis System InstituteInc. Cary, NC
E.E. Schroeder (1976) ArticleTitleDispersal and movement of newly-transformed green frogs, Rana clamitans Am. Midland Nat. 95 471–474
R.D. Semlitsch (1988) ArticleTitleAllotopic distribution of two salamanders, effects of fish predation and competitive interactions Copeia 1988 290–298
R.D. Semlitsch (1998) ArticleTitleBiological delineation of terrestrial buffer zones for pond breeding salamanders Conserv. Biol. 12 1113–1119 Occurrence Handle10.1046/j.1523-1739.1998.97274.x
R.D. Semlitsch (2000) ArticleTitlePrinciples for management of aquatic breeding amphibians J. Wildlife Manage. 64 615–631
R.D. Semlitsch J.R. Bodie (1998) ArticleTitleAre small, isolated wetlands expendable? Conserv. Biol. 12 1129–1133 Occurrence Handle10.1046/j.1523-1739.1998.98166.x
R.D. Semlitsch J.R. Bodie (2003) ArticleTitleBiological criteria for buffer zones around wetlands and riparian habitats for amphibians and reptiles Conserv. Biol. 17 1219–1228 Occurrence Handle10.1046/j.1523-1739.2003.02177.x
C.E. Shannon W. Weaver (1949) The Mathematical Theory of Communication University of Illinois Press UrbanaIL
T.P. Simon (2003) Biological Response Signatures: Indicator Patterns using Aquatic Communities CRC Press New York
U. Sinsch (1990) ArticleTitleMigration and orientation of anuran amphibians Ethol. Ecol. Evol. 2 65–79
P. Sjögren (1991) ArticleTitleExtinction and isolation gradients in metapopulations: the cases of the pool frog (Rana lessonae) Biol. J. Linnean Soc. 42 135–147
P. Sjögren-Gulve C. Ray (1996) Using logistic regression to model metapopulation dynamics: large-scale forestry extirpates the pool frog D.R. McCullough (Eds) Metapopulations and Wildlife Conservation Island Press Washington D.C. USA 111–137
D.K. Skelly E.E. Werner S.A. Cortwright (1999) ArticleTitleLong-term distributional dynamics of a Michigan Amphibian Assemblage Ecology 80 2326–2337
T. Squire R.A. Newman (2002) ArticleTitleFine-scale population structure in the wood frog (Rana sylvatica) in a northern woodland Herpetologica 58 119–130
United States Geological Survey. 2002. National Land Cover Classification. Available online at: http://landcover.sgs.gov/natllandcover.html.
R.C. Vogt (1981) Natural History of Amphibians and Reptiles in Wisconsin Milwaukee Public Museum MilwaukeeWI
Weeber R.C. and Vallianatos M. 2000. The Marsh Monitoring Program, 1995–1999: Monitoring Great Lakes Wetlands and their amphibian inhabitants. Available online at: http:// www.sc-eoc.org/library.html.
T.H. Whillans (1979) ArticleTitleHistoric transformations of fish communities in three Great Lakes Bays J. Great Lakes Res. 5 195–215
A.H. Wright A.A. Wright (1949) The Handbook of Frogs and Toads Comstock Publishing Inc IthacaNew York, US
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Price, S., Marks, D., Howe, R. et al. The Importance of Spatial Scale for Conservation and Assessment of Anuran Populations in Coastal Wetlands of the Western Great Lakes, USA. Landscape Ecol 20, 441–454 (2005). https://doi.org/10.1007/s10980-004-3167-6
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DOI: https://doi.org/10.1007/s10980-004-3167-6