메뉴 건너뛰기




Volumn 162, Issue 3, 2003, Pages 211-232

Evaluating predictive models of species' distributions: Criteria for selecting optimal models

Author keywords

Asymmetrical errors; Commission; Confusion matrix; GARP; Genetic algorithms; Omission; Range

Indexed keywords

ALGORITHM; ECOLOGICAL MODELING; GEOGRAPHICAL DISTRIBUTION; SPECIES OCCURRENCE;

EID: 0037446358     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-3800(02)00349-6     Document Type: Article
Times cited : (992)

References (73)
  • 1
    • 0000163596 scopus 로고
    • Report on mammals from the district of Santa Marta, Colombia, collected by Mr. Herbert H. Smith, with field notes by Mr. Smith
    • Allen, J.A., 1904. Report on mammals from the district of Santa Marta, Colombia, collected by Mr. Herbert H. Smith, with field notes by Mr. Smith. Bull. Am. Mus. Natl. Hist. 20, 407-468.
    • (1904) Bull. Am. Mus. Natl. Hist. , vol.20 , pp. 407-468
    • Allen, J.A.1
  • 2
    • 0001569097 scopus 로고    scopus 로고
    • Preliminary review of the systematics and biogeography of the spiny pocket mice (Heteromys) of Colombia
    • Anderson, R.P., 1999. Preliminary review of the systematics and biogeography of the spiny pocket mice (Heteromys) of Colombia. Rev. Acad. Colomb. Cienc. Exactas, Físicas y Naturales 23 (Suplemento especial), 613-630.
    • (1999) Rev. Acad. Colomb. Cienc. Exactas, Físicas y Naturales , vol.23 , Issue.SUPLEMENTO ESPECIAL , pp. 613-630
    • Anderson, R.P.1
  • 3
    • 0033059472 scopus 로고    scopus 로고
    • The occurrence and biogeographic significance of the southern spiny pocket mouse Heteromys australis in Venezuela
    • Anderson, R.P., Soriano, P.J., 1999. The occurrence and biogeographic significance of the southern spiny pocket mouse Heteromys australis in Venezuela. Z. Sauget. 64, 121-125.
    • (1999) Z. Sauget. , vol.64 , pp. 121-125
    • Anderson, R.P.1    Soriano, P.J.2
  • 4
    • 0036227839 scopus 로고    scopus 로고
    • Geographical distributions of spiny pocket mice in South America: Insights from predictive models
    • Anderson, R.P., Gómez-Laverde, M., Peterson, A.T., 2002a. Geographical distributions of spiny pocket mice in South America: insights from predictive models. Glob. Ecol. Biogeogr. 11, 131-141.
    • (2002) Glob. Ecol. Biogeogr. , vol.11 , pp. 131-141
    • Anderson, R.P.1    Gómez-Laverde, M.2    Peterson, A.T.3
  • 5
    • 0036342869 scopus 로고    scopus 로고
    • Using niche-based GIS modeling to test geographic predictions of competitive exclusion and competitive release in South American pocket mice
    • Anderson, R.P., Peterson, A.T., Gómez-Laverde, M., 2002b. Using niche-based GIS modeling to test geographic predictions of competitive exclusion and competitive release in South American pocket mice. Oikos 98, 3-16.
    • (2002) Oikos , vol.98 , pp. 3-16
    • Anderson, R.P.1    Peterson, A.T.2    Gómez-Laverde, M.3
  • 6
    • 0003605608 scopus 로고    scopus 로고
    • American Ornithologists' Union, Washington, DC. 829 pp.
    • AOU, 1998. Check-List of North American Birds, 7th ed. American Ornithologists' Union, Washington, DC, 829 pp.
    • (1998) Check-List of North American Birds, 7th Ed.
  • 7
    • 0002265987 scopus 로고
    • Population ecology of small mammals in the llanos of Venezuela
    • Martin, R.E., Chapman, B.R. (Eds.), Contributions in Mammalogy in Honor of Robert L. Packard
    • August, R.V., 1984. Population ecology of small mammals in the llanos of Venezuela. In: Martin, R.E., Chapman, B.R. (Eds.), Contributions in Mammalogy in Honor of Robert L. Packard. Spec. Publ. Mus. Tex. Tech Univ. 22, 71-104.
    • (1984) Spec. Publ. Mus. Tex. Tech. Univ. , vol.22 , pp. 71-104
    • August, R.V.1
  • 8
    • 0030236493 scopus 로고    scopus 로고
    • Current approaches to modelling the environmental niche of eucalyptus: Implication for management of forest biodiversity
    • Austin, M.P., Meyers, J.A., 1996. Current approaches to modelling the environmental niche of eucalyptus: implication for management of forest biodiversity. Forest Ecol. Manage. 85, 95-106.
    • (1996) Forest Ecol. Manage. , vol.85 , pp. 95-106
    • Austin, M.P.1    Meyers, J.A.2
  • 10
    • 0002854892 scopus 로고
    • List of the mammals collected in the Santa Marta region of Colombia by W.W. Brown, Jr.
    • Bangs, O., 1900. List of the mammals collected in the Santa Marta region of Colombia by W.W. Brown, Jr. J. Proc. N. Engl. Zool. Club 1, 87-102.
    • (1900) J. Proc. N. Engl. Zool. Club , vol.1 , pp. 87-102
    • Bangs, O.1
  • 11
    • 0033178985 scopus 로고    scopus 로고
    • Modeling the occurrence of bird species: Are the errors predictable?
    • Boone, R.B., Krohn, W.B., 1999. Modeling the occurrence of bird species: are the errors predictable? Ecol. Appl. 9, 835-848.
    • (1999) Ecol. Appl. , vol.9 , pp. 835-848
    • Boone, R.B.1    Krohn, W.B.2
  • 12
    • 0242660932 scopus 로고    scopus 로고
    • Modeling tools and accuracy assessment
    • Scott, J.M., Heglund, P.J., Morrison, M.L., Hanfler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.). Island Press, Washington, DC
    • Boone, R.B., Krohn, W.B., 2002. Modeling tools and accuracy assessment. In: Scott, J.M., Heglund, P.J., Morrison, M.L., Hanfler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, pp. 265-270.
    • (2002) Predicting Species Occurrences: Issues of Accuracy and Scale , pp. 265-270
    • Boone, R.B.1    Krohn, W.B.2
  • 13
    • 0027331903 scopus 로고
    • A climatic model for location of plant species in Florida, USA
    • Box, E.O., Crumpacker, D.W., Hardin, E.D., 1993. A climatic model for location of plant species in Florida, USA. J. Biogeogr. 20, 629-644.
    • (1993) J. Biogeogr. , vol.20 , pp. 629-644
    • Box, E.O.1    Crumpacker, D.W.2    Hardin, E.D.3
  • 15
    • 0022844845 scopus 로고
    • A biogeoclimatic analysis of Nothofagus cunninghamii (Hook.) Oerst. in southeastern Australia
    • Busby, J.R., 1986. A biogeoclimatic analysis of Nothofagus cunninghamii (Hook.) Oerst. in southeastern Australia. Aust. J. Ecol. 11, 1-7.
    • (1986) Aust. J. Ecol. , vol.11 , pp. 1-7
    • Busby, J.R.1
  • 16
    • 0002842608 scopus 로고
    • Systematic studies of oryzomyine rodents (Muridae, Sigmodontinae): A synopsis of Microryaomys
    • Carleton, M.D., Musser, G.G., 1989. Systematic studies of oryzomyine rodents (Muridae, Sigmodontinae): a synopsis of Microryaomys. Bull. Am. Mus. Natl. Hist. 191, 1-83.
    • (1989) Bull. Am. Mus. Natl. Hist. , vol.191 , pp. 1-83
    • Carleton, M.D.1    Musser, G.G.2
  • 17
    • 0027130075 scopus 로고
    • DOMAIN: A flexible modelling procedure for mapping potential distributions of plants and animals
    • Carpenter, G., Gillison, A.N., Winter, J., 1993. DOMAIN: a flexible modelling procedure for mapping potential distributions of plants and animals. Biodivers. Conserv. 2, 667-680.
    • (1993) Biodivers. Conserv. , vol.2 , pp. 667-680
    • Carpenter, G.1    Gillison, A.N.2    Winter, J.3
  • 18
    • 0000632794 scopus 로고    scopus 로고
    • A new technique for predicting distribution of terrestrial vertebrates using inferential modeling
    • Chen, G.-J., Peterson, A.T., 2000. A new technique for predicting distribution of terrestrial vertebrates using inferential modeling. Zool. Res. 21, 231-237.
    • (2000) Zool. Res. , vol.21 , pp. 231-237
    • Chen, G.-J.1    Peterson, A.T.2
  • 19
    • 0032967065 scopus 로고    scopus 로고
    • A large-scale model of wolf distribution in Italy for conservation planning
    • Corsi, F., Dupré, E., Boitani, L., 1999. A large-scale model of wolf distribution in Italy for conservation planning. Conserv. Biol. 13, 150-159.
    • (1999) Conserv. Biol. , vol.13 , pp. 150-159
    • Corsi, F.1    Dupré, E.2    Boitani, L.3
  • 20
    • 0041908587 scopus 로고
    • Aspectos ecológicos de una microcomunidad de roedores de selva nublada, en Venezuela
    • Díaz de Pascual, A., 1988. Aspectos ecológicos de una microcomunidad de roedores de selva nublada, en Venezuela. Bol. Soc. Venez. Cienc. Nat. 145, 93-110.
    • (1988) Bol. Soc. Venez. Cienc. Nat. , vol.145 , pp. 93-110
    • Díaz De Pascual, A.1
  • 21
    • 0000204436 scopus 로고
    • The rodent community of the Venezuelan cloud forest, Mérida
    • Díaz de Pascual, A., 1994. The rodent community of the Venezuelan cloud forest, Mérida. Polish Ecol. Stud. 20, 155-161.
    • (1994) Polish Ecol. Stud. , vol.20 , pp. 155-161
    • Díaz De Pascual, A.1
  • 22
    • 0012769183 scopus 로고    scopus 로고
    • Predictions and their validation: Rare plants in the central highlands, Victoria, Australia
    • Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.). Island Press, Washington, DC
    • Elith, J., Burgman, M., 2002. Predictions and their validation: rare plants in the central highlands, Victoria, Australia. In: Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, pp. 303-313.
    • (2002) Predicting Species Occurrences: Issues of Accuracy and Scale , pp. 303-313
    • Elith, J.1    Burgman, M.2
  • 23
    • 0003464246 scopus 로고    scopus 로고
    • Environmental Systems Research Institute Inc., Redlands, CA
    • ESRI, 1998. ArcView GIS, version 3.1. Environmental Systems Research Institute Inc., Redlands, CA.
    • (1998) ArcView GIS, Version 3.1
  • 24
    • 0036216347 scopus 로고    scopus 로고
    • Prediction of bird community composition based on point-occurrence data and inferential algorithms: A valuable tool in biodiversity assessments
    • Feria-A., T.P., Peterson, A.T., 2002. Prediction of bird community composition based on point-occurrence data and inferential algorithms: a valuable tool in biodiversity assessments. Divers. Distrib. 8, 49-56.
    • (2002) Divers. Distrib. , vol.8 , pp. 49-56
    • Feria-A, T.P.1    Peterson, A.T.2
  • 25
    • 0242492592 scopus 로고    scopus 로고
    • Predicting presence/absence of plant species for range mapping: A case study from Wyoming
    • Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.). Island Press, Washington, DC
    • Fertig, W., Reiners, W.A., 2002. Predicting presence/absence of plant species for range mapping: a case study from Wyoming. In: Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, pp. 483-489.
    • (2002) Predicting Species Occurrences: Issues of Accuracy and Scale , pp. 483-489
    • Fertig, W.1    Reiners, W.A.2
  • 26
    • 0012830292 scopus 로고    scopus 로고
    • What are the appropriate characteristics of an accuracy measure?
    • Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.). Island Press, Washington, DC
    • Fielding, A.H., 2002. What are the appropriate characteristics of an accuracy measure? In: Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, pp. 271-280.
    • (2002) Predicting Species Occurrences: Issues of Accuracy and Scale , pp. 271-280
    • Fielding, A.H.1
  • 27
    • 0030953391 scopus 로고    scopus 로고
    • A review of methods for the assessment of prediction errors in conservation presence/absence models
    • Fielding, A.H., Bell, J.F., 1997. A review of methods for the assessment of prediction errors in conservation presence/absence models. Environ. Conserv. 24, 38-49.
    • (1997) Environ. Conserv. , vol.24 , pp. 38-49
    • Fielding, A.H.1    Bell, J.F.2
  • 28
    • 0035677960 scopus 로고    scopus 로고
    • Modeling and predicting species occurrences using broad-scale environmental variables: An example with butterflies of the Great Basin
    • Fleishman, E., MacNally, R., Fay, J.P., Murphy, D.D., 2001. Modeling and predicting species occurrences using broad-scale environmental variables: an example with butterflies of the Great Basin. Conserv. Biol. 15, 1674-1685.
    • (2001) Conserv. Biol. , vol.15 , pp. 1674-1685
    • Fleishman, E.1    MacNally, R.2    Fay, J.P.3    Murphy, D.D.4
  • 29
    • 0032796851 scopus 로고    scopus 로고
    • Testing the use of specimen collection data and GIS in biodiversity exploration and conservation decision making in Guyana
    • Funk, V.A., Zermoglio, M.F., Nasir, N., 1999. Testing the use of specimen collection data and GIS in biodiversity exploration and conservation decision making in Guyana. Biodivers. Conserv. 8, 727-751.
    • (1999) Biodivers. Conserv. , vol.8 , pp. 727-751
    • Funk, V.A.1    Zermoglio, M.F.2    Nasir, N.3
  • 30
    • 0033818194 scopus 로고    scopus 로고
    • Preliminary distributional analysis of US endangered bird species
    • Godown, M.E., Peterson, A.T., 2000. Preliminary distributional analysis of US endangered bird species. Biodivers. Conserv. 9, 1313-1322.
    • (2000) Biodivers. Conserv. , vol.9 , pp. 1313-1322
    • Godown, M.E.1    Peterson, A.T.2
  • 31
    • 0000952820 scopus 로고
    • Field tests of theories concerning distributional control
    • Grinnell, J., 1917a. Field tests of theories concerning distributional control. Am. Nat. 51, 115-128.
    • (1917) Am. Nat. , vol.51 , pp. 115-128
    • Grinnell, J.1
  • 32
    • 0000000730 scopus 로고
    • The niche-relationships of the California thrasher
    • Grinnell, J., 1917b. The niche-relationships of the California thrasher. Auk 34, 427-433.
    • (1917) Auk , vol.34 , pp. 427-433
    • Grinnell, J.1
  • 36
    • 0033007006 scopus 로고    scopus 로고
    • Predicting population sizes and priority conservation areas for 10 endemic Namibian bird species
    • Jarvis, A.M., Robertson, A., 1999. Predicting population sizes and priority conservation areas for 10 endemic Namibian bird species. Biol. Conserv. 88, 121-131.
    • (1999) Biol. Conserv. , vol.88 , pp. 121-131
    • Jarvis, A.M.1    Robertson, A.2
  • 37
    • 0031784073 scopus 로고    scopus 로고
    • Modelling faunal responses to climatic gradients with GIS: Land snails as a case study
    • Kadmon, R., Heller, J., 1998. Modelling faunal responses to climatic gradients with GIS: land snails as a case study. J. Biogeogr. 25, 527-539.
    • (1998) J. Biogeogr. , vol.25 , pp. 527-539
    • Kadmon, R.1    Heller, J.2
  • 38
    • 0033665126 scopus 로고    scopus 로고
    • Sensitivity of species-habitat relationship model performance to factors of scale
    • Karl, J.W., Heglund, P.J., Garton, E.O., Scott, J.M., Wright, N.M., Hutto, R.L., 2000. Sensitivity of species-habitat relationship model performance to factors of scale. Ecol. Appl. 10, 1690-1705.
    • (2000) Ecol. Appl. , vol.10 , pp. 1690-1705
    • Karl, J.W.1    Heglund, P.J.2    Garton, E.O.3    Scott, J.M.4    Wright, N.M.5    Hutto, R.L.6
  • 39
    • 0002769306 scopus 로고    scopus 로고
    • Species commonness and the accuracy of habitat-relationship models
    • Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.). Island Press, Washington, DC
    • Karl, J.W., Svancara, L.K., Heglund, P.J., Wright, N.M., Scott, J.M., 2002. Species commonness and the accuracy of habitat-relationship models. In: Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, pp. 573-580.
    • (2002) Predicting Species Occurrences: Issues of Accuracy and Scale , pp. 573-580
    • Karl, J.W.1    Svancara, L.K.2    Heglund, P.J.3    Wright, N.M.4    Scott, J.M.5
  • 40
    • 0036066087 scopus 로고    scopus 로고
    • Robustness of ecological niche modeling algorithms for mammals in Guyana
    • Lim, B.K., Peterson, A.T., Engstrom, M.D., 2002. Robustness of ecological niche modeling algorithms for mammals in Guyana. Biodivers. Conserv. 11, 1237-1246.
    • (2002) Biodivers. Conserv. , vol.11 , pp. 1237-1246
    • Lim, B.K.1    Peterson, A.T.2    Engstrom, M.D.3
  • 41
    • 0002763457 scopus 로고
    • The theory of the niche
    • Lewontin, R.C. (Ed.). Syracuse University Press, Syracuse, NY
    • MacArthur, R., 1968. The theory of the niche. In: Lewontin, R.C. (Ed.), Population Biology and Evolution. Syracuse University Press, Syracuse, NY, pp. 159-176.
    • (1968) Population Biology and Evolution , pp. 159-176
    • MacArthur, R.1
  • 42
    • 0012768265 scopus 로고    scopus 로고
    • Standard terminology: Toward a common language to advance ecological understanding and application
    • Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.). Island Press, Washington, DC
    • Morrison, M.L., Hall, L.S., 2002. Standard terminology: toward a common language to advance ecological understanding and application. In: Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, pp. 43-52.
    • (2002) Predicting Species Occurrences: Issues of Accuracy and Scale , pp. 43-52
    • Morrison, M.L.1    Hall, L.S.2
  • 43
    • 0024937078 scopus 로고
    • How to make biological surveys go further with generalized linear models
    • Nicholls, A.O., 1989. How to make biological surveys go further with generalized linear models. Biol. Conserv. 50, 51-75.
    • (1989) Biol. Conserv. , vol.50 , pp. 51-75
    • Nicholls, A.O.1
  • 44
    • 0242576843 scopus 로고    scopus 로고
    • Measuring prediction uncertainty in models of species distribution
    • Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.). Island Press, Washington, DC
    • Pearce, J.L., Venier, L.A., Ferrier, S., McKenney, D.W., 2002. Measuring prediction uncertainty in models of species distribution. In: Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, pp. 383-390.
    • (2002) Predicting Species Occurrences: Issues of Accuracy and Scale , pp. 383-390
    • Pearce, J.L.1    Venier, L.A.2    Ferrier, S.3    McKenney, D.W.4
  • 45
    • 0034864959 scopus 로고    scopus 로고
    • Predicting species' geographic distributions based on ecological niche modeling
    • Peterson, A.T., 2001. Predicting species' geographic distributions based on ecological niche modeling. Condor 103, 599-605.
    • (2001) Condor , vol.103 , pp. 599-605
    • Peterson, A.T.1
  • 46
    • 0344780911 scopus 로고    scopus 로고
    • Sensitivity of distributional prediction algorithms to geographic data completeness
    • Peterson, A.T., Cohoon, K.P., 1999. Sensitivity of distributional prediction algorithms to geographic data completeness. Ecol. Model. 117, 159-164.
    • (1999) Ecol. Model. , vol.117 , pp. 159-164
    • Peterson, A.T.1    Cohoon, K.P.2
  • 47
    • 0034976506 scopus 로고    scopus 로고
    • Predicting species invasions using ecological niche modeling: New approaches from bioinformatics attack a pressing problem
    • Peterson, A.T., Vieglais, D.A., 2001. Predicting species invasions using ecological niche modeling: new approaches from bioinformatics attack a pressing problem. Bioscience 51, 363-371.
    • (2001) Bioscience , vol.51 , pp. 363-371
    • Peterson, A.T.1    Vieglais, D.A.2
  • 48
    • 2642681670 scopus 로고    scopus 로고
    • The need for continued scientific collecting; a geographic analysis of Mexican bird specimens
    • Peterson, A.T., Navarro-Sigüenza, A.G., Benítez-Díaz, H., 1998. The need for continued scientific collecting; a geographic analysis of Mexican bird specimens. Ibis 140, 288-294.
    • (1998) Ibis , vol.140 , pp. 288-294
    • Peterson, A.T.1    Navarro-Sigüenza, A.G.2    Benítez-Díaz, H.3
  • 49
    • 0033588039 scopus 로고    scopus 로고
    • Conservatism of ecological niches in evolutionary time
    • Peterson, A.T., Soberón, J., Sánchez-Cordero, V., 1999. Conservatism of ecological niches in evolutionary time. Science 285, 1265-1267.
    • (1999) Science , vol.285 , pp. 1265-1267
    • Peterson, A.T.1    Soberón, J.2    Sánchez-Cordero, V.3
  • 50
    • 0003076395 scopus 로고    scopus 로고
    • Geographic analysis of conservation priority: Endemic birds and mammals in Veracruz, Mexico
    • Peterson, A.T., Egbert, S.L., Sánchez-Cordero, V., Price, K.P., 2000. Geographic analysis of conservation priority: endemic birds and mammals in Veracruz, Mexico. Biol. Conserv. 93, 85-94.
    • (2000) Biol. Conserv. , vol.93 , pp. 85-94
    • Peterson, A.T.1    Egbert, S.L.2    Sánchez-Cordero, V.3    Price, K.P.4
  • 52
    • 0002371584 scopus 로고    scopus 로고
    • Predicting distributions of tropical birds
    • Peterson, A.T., Ball, L.G., Cohoon, K.P., 2002a. Predicting distributions of tropical birds. Ibis 144, E27-E32.
    • (2002) Ibis , vol.144
    • Peterson, A.T.1    Ball, L.G.2    Cohoon, K.P.3
  • 54
    • 0002812098 scopus 로고    scopus 로고
    • Distributional prediction based on ecological niche modeling of primary occurrence data
    • Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.). Island Press, Washington, DC
    • Peterson, A.T., Stockwell, D.R.B., Kluza, D.A., 2002c. Distributional prediction based on ecological niche modeling of primary occurrence data. In: Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, pp. 617-623.
    • (2002) Predicting Species Occurrences: Issues of Accuracy and Scale , pp. 617-623
    • Peterson, A.T.1    Stockwell, D.R.B.2    Kluza, D.A.3
  • 55
    • 0034973664 scopus 로고    scopus 로고
    • Evaluation of museum collection data for use in biodiversity assessment
    • Ponder, W.F., Carter, G.A., Flemons, P., Chapman, R.R., 2001. Evaluation of museum collection data for use in biodiversity assessment. Conserv. Biol. 15, 648-657.
    • (2001) Conserv. Biol. , vol.15 , pp. 648-657
    • Ponder, W.F.1    Carter, G.A.2    Flemons, P.3    Chapman, R.R.4
  • 56
    • 0024219915 scopus 로고
    • Environmental factors associated with avian distributional boundaries
    • Root, T., 1988. Environmental factors associated with avian distributional boundaries. J. Biogeogr. 15, 489-505.
    • (1988) J. Biogeogr. , vol.15 , pp. 489-505
    • Root, T.1
  • 58
    • 0242660928 scopus 로고    scopus 로고
    • Predicting vertebrate occurrences from species habitat associations: Improving the interpretation of commission error rates
    • Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.). Island Press, Washington, DC
    • Schaefer, S.M., Krohn, W.B., 2002. Predicting vertebrate occurrences from species habitat associations: improving the interpretation of commission error rates. In: Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, pp. 419-427.
    • (2002) Predicting Species Occurrences: Issues of Accuracy and Scale , pp. 419-427
    • Schaefer, S.M.1    Krohn, W.B.2
  • 60
    • 0026489410 scopus 로고
    • Spread and potential distribution of Senecio madagascariensis Poir. (fireweed) in Australia
    • Sindel, B.M., Michael, P.W., 1992. Spread and potential distribution of Senecio madagascariensis Poir. (fireweed) in Australia. Aust. J. Ecol. 17, 21-26.
    • (1992) Aust. J. Ecol. , vol.17 , pp. 21-26
    • Sindel, B.M.1    Michael, P.W.2
  • 61
    • 0032979064 scopus 로고    scopus 로고
    • Linking biodiversity information sources
    • Soberón, J., 1999. Linking biodiversity information sources. Trends Ecol. Evol. 14, 291.
    • (1999) Trends Ecol. Evol. , vol.14 , pp. 291
    • Soberón, J.1
  • 62
    • 0002345675 scopus 로고
    • Efecto de las inundaciones estacionales sobre poblaciones de pequeńos mamíferos en los llanos altos occidentales de Venezuela
    • Soriano, P.J., Clulow, F.V., 1988. Efecto de las inundaciones estacionales sobre poblaciones de pequeńos mamíferos en los llanos altos occidentales de Venezuela. Ecotrópicos 1, 3-10.
    • (1988) Ecotrópicos , vol.1 , pp. 3-10
    • Soriano, P.J.1    Clulow, F.V.2
  • 63
    • 0242660927 scopus 로고    scopus 로고
    • Incorporating detection uncertainty into presence-absence surveys for marbled murrelet
    • Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.). Island Press, Washington, DC
    • Stauffer, H.B., Ralph, C.J., Miller, S.L., 2002. Incorporating detection uncertainty into presence-absence surveys for marbled murrelet. In: Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, pp. 357-365.
    • (2002) Predicting Species Occurrences: Issues of Accuracy and Scale , pp. 357-365
    • Stauffer, H.B.1    Ralph, C.J.2    Miller, S.L.3
  • 64
    • 0001195680 scopus 로고
    • Induction of sets of rules from animal distribution data: A robust and informative method of data analysis
    • Stockwell, D.R.B., Noble, I.R., 1992. Induction of sets of rules from animal distribution data: a robust and informative method of data analysis. Math. Comput. Simul. 33, 385-390.
    • (1992) Math. Comput. Simul. , vol.33 , pp. 385-390
    • Stockwell, D.R.B.1    Noble, I.R.2
  • 65
    • 0032903209 scopus 로고    scopus 로고
    • The GARP modelling system: Problems and solutions to automated spatial prediction
    • Stockwell, D., Peters, D., 1999. The GARP modelling system: problems and solutions to automated spatial prediction. Int. J. Geogr. Inf. Sci. 13, 143-158.
    • (1999) Int. J. Geogr. Inf. Sci. , vol.13 , pp. 143-158
    • Stockwell, D.1    Peters, D.2
  • 66
    • 0003034328 scopus 로고    scopus 로고
    • Controlling bias in biodiversity data
    • Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.). Island Press, Washington, DC
    • Stockwell, D.R.B., Peterson, A.T., 2002a. Controlling bias in biodiversity data. In: Scott, J.M., Heglund, P.J., Morrison, M.L., Haufler, J.B., Raphael, M.G., Wall, W.A., Samson, F.B. (Eds.), Predicting Species Occurrences: Issues of Accuracy and Scale. Island Press, Washington, DC, pp. 537-546.
    • (2002) Predicting Species Occurrences: Issues of Accuracy and Scale , pp. 537-546
    • Stockwell, D.R.B.1    Peterson, A.T.2
  • 67
    • 0036468622 scopus 로고    scopus 로고
    • Effects of sample size on accuracy of species distribution models
    • Stockwell, D.R.B., Peterson, A.T., 2002b. Effects of sample size on accuracy of species distribution models. Ecol. Model. 148, 1-13.
    • (2002) Ecol. Model. , vol.148 , pp. 1-13
    • Stockwell, D.R.B.1    Peterson, A.T.2
  • 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
  • 69
    • 0026293263 scopus 로고
    • HABITAT: A procedure for modelling a disjoint environmental envelope for a plant or animal species
    • Walker, P.A., Cocks, K.D., 1991. HABITAT: a procedure for modelling a disjoint environmental envelope for a plant or animal species. Glob. Ecol. Biogeogr. Lett. 1, 108-118.
    • (1991) Glob. Ecol. Biogeogr. Lett. , vol.1 , pp. 108-118
    • Walker, P.A.1    Cocks, K.D.2
  • 71
    • 0027035733 scopus 로고
    • Distributions and climatic correlations of some exotic species along roadsides in South Island, New Zealand
    • Wilson, J.B., Rapson, G.L., Sykes, M.T., Watkins, A.J., Williams, P.A., 1992. Distributions and climatic correlations of some exotic species along roadsides in South Island, New Zealand. J. Biogeogr. 19, 183-194.
    • (1992) J. Biogeogr. , vol.19 , pp. 183-194
    • Wilson, J.B.1    Rapson, G.L.2    Sykes, M.T.3    Watkins, A.J.4    Williams, P.A.5
  • 72
    • 0002923869 scopus 로고    scopus 로고
    • Analysis of the distribution of insectivorous bats in Israel
    • Yom-Tov, Y., Kadmon, R., 1998. Analysis of the distribution of insectivorous bats in Israel. Divers. Distrib. 4, 63-70.
    • (1998) Divers. Distrib. , vol.4 , pp. 63-70
    • Yom-Tov, Y.1    Kadmon, R.2
  • 73
    • 0027457620 scopus 로고
    • Receiver-Operating Characteristic (ROC) plots: A fundamental evaluation tool in clinical medicine
    • Zweig, M.H., Campbell, G., 1993. Receiver-Operating Characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. Clin. Chem. 39, 561-577.
    • (1993) Clin. Chem. , vol.39 , pp. 561-577
    • Zweig, M.H.1    Campbell, G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.