메뉴 건너뛰기




Volumn 128, Issue 2-3, 2000, Pages 127-147

An evaluation of alternative algorithms for fitting species distribution models using logistic regression

Author keywords

Generalized additive models; Generalized linear models; Habitat models; Logistic regression; Sample size; Species distribution models

Indexed keywords

ALGORITHM; CONSERVATION; ECOLOGICAL MODELING; REGRESSION ANALYSIS; SPATIAL DISTRIBUTION; SPECIES OCCURRENCE;

EID: 0034690221     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0304-3800(99)00227-6     Document Type: Article
Times cited : (321)

References (35)
  • 1
    • 0030236493 scopus 로고    scopus 로고
    • Current approaches to modelling the environmental niche of eucalypts: Implications for management of forest biodiversity
    • Austin M.P., Meyers J.A. Current approaches to modelling the environmental niche of eucalypts: implications for management of forest biodiversity. For. Ecol. Man. 85:1996;95-106.
    • (1996) For. Ecol. Man. , vol.85 , pp. 95-106
    • Austin, M.P.1    Meyers, J.A.2
  • 2
    • 84950620386 scopus 로고
    • Comparison of stopping rules in forward 'stepwise' regression
    • Bendel R.B., Afifi A.A. Comparison of stopping rules in forward 'stepwise' regression. J. Am. Stat. Assoc. 72:1977;46-53.
    • (1977) J. Am. Stat. Assoc. , vol.72 , pp. 46-53
    • Bendel, R.B.1    Afifi, A.A.2
  • 4
    • 0000012036 scopus 로고
    • Comparison of stopping rules in forward stepwise discriminant analysis
    • Costanza M.C., Afifi A.A. Comparison of stopping rules in forward stepwise discriminant analysis. J. Am. Stat. Assoc. 74:1979;777-785.
    • (1979) J. Am. Stat. Assoc. , vol.74 , pp. 777-785
    • Costanza, M.C.1    Afifi, A.A.2
  • 5
    • 0001865026 scopus 로고    scopus 로고
    • Mapping animal distribution areas for gap analysis
    • In: Scott, J.M., Tear, T.H., Davis, F.W. (Eds.), American Society for Photogrammetry and Remote Sensing, MD
    • Csuti, B., 1996. Mapping animal distribution areas for gap analysis. In: Scott, J.M., Tear, T.H., Davis, F.W. (Eds.), Gap Analysis: a Landscape Approach to Biodiversity Planning, American Society for Photogrammetry and Remote Sensing, MD, pp. 135-145.
    • (1996) Gap Analysis: A Landscape Approach to Biodiversity Planning , pp. 135-145
    • Csuti, B.1
  • 7
    • 0001091834 scopus 로고
    • Computer-based extension of forest fauna survey data: Current issues, problems and directions
    • In: Lunney, D. (Ed.), Royal Zoological Society of New South Wales, Sydney
    • Ferrier, S., 1991. Computer-based extension of forest fauna survey data: current issues, problems and directions. In: Lunney, D. (Ed.), Conservation of Australia's Forest Fauna. Royal Zoological Society of New South Wales, Sydney, pp. 221-227.
    • (1991) Conservation of Australia's Forest Fauna , pp. 221-227
    • Ferrier, S.1
  • 9
    • 84952499789 scopus 로고
    • Frequency of selecting noise variables in subset regression analysis: A simulation analysis
    • Flack V.F., Chang P.C. Frequency of selecting noise variables in subset regression analysis: a simulation analysis. Am. Stat. 41:1987;84-86.
    • (1987) Am. Stat. , vol.41 , pp. 84-86
    • Flack, V.F.1    Chang, P.C.2
  • 10
    • 0024503860 scopus 로고
    • Modelling variable selection in epidemiologic analysis
    • Greenland S. Modelling variable selection in epidemiologic analysis. Am. J. Publ. Health. 79:1989;719-732.
    • (1989) Am. J. Publ. Health , vol.79 , pp. 719-732
    • Greenland, S.1
  • 11
    • 0001119280 scopus 로고
    • Small sample properties of probit models
    • Griffiths W.E., Pope P.T. Small sample properties of probit models. J. Am. Stat. Assoc. 82:1987;929-937.
    • (1987) J. Am. Stat. Assoc. , vol.82 , pp. 929-937
    • Griffiths, W.E.1    Pope, P.T.2
  • 13
    • 0025892412 scopus 로고
    • A proposal for examining and reporting stepwise regressions
    • Hauck W.W., Miike R. A proposal for examining and reporting stepwise regressions. Stat. Med. 10:1991;711-715.
    • (1991) Stat. Med. , vol.10 , pp. 711-715
    • Hauck, W.W.1    Miike, R.2
  • 15
    • 0024374956 scopus 로고
    • Sample size tables for logistic regression
    • Hsieh F.Y. Sample size tables for logistic regression. Stat. Med. 8:1989;795-802.
    • (1989) Stat. Med. , vol.8 , pp. 795-802
    • Hsieh, F.Y.1
  • 16
    • 0025526046 scopus 로고
    • Multivariate analysis in ecology and systematics: Panacea or Pandora's box?
    • James F.C., McCullogh C.E. Multivariate analysis in ecology and systematics: panacea or Pandora's box? Ann. Rev. Ecol. Syst. 21:1990;129-166.
    • (1990) Ann. Rev. Ecol. Syst. , vol.21 , pp. 129-166
    • James, F.C.1    McCullogh, C.E.2
  • 17
    • 0031338759 scopus 로고    scopus 로고
    • Determination of the best significance level in forward stepwise logistic regression
    • Lee K., Koval J.J. Determination of the best significance level in forward stepwise logistic regression. Comm. Stat. Sim. Comp. 26:1997;559-575.
    • (1997) Comm. Stat. Sim. Comp. , vol.26 , pp. 559-575
    • Lee, K.1    Koval, J.J.2
  • 18
    • 0343765704 scopus 로고    scopus 로고
    • A regression model for the spatial distribution of red-crown crane in Yancheng Biosphere Reserve, China
    • Li W., Wang Z., Ma Z., Tang H. A regression model for the spatial distribution of red-crown crane in Yancheng Biosphere Reserve, China. Ecol. Model. 103:1997;115-121.
    • (1997) Ecol. Model. , vol.103 , pp. 115-121
    • Li, W.1    Wang, Z.2    Ma, Z.3    Tang, H.4
  • 21
    • 0030237944 scopus 로고    scopus 로고
    • Biological inventory for conservation evaluation III. Relationship between birds, vegetation and environmental attributes in southern Australia
    • Neave H.M., Cunningham R.B., Norton T.W., Nix H.A. Biological inventory for conservation evaluation III. Relationship between birds, vegetation and environmental attributes in southern Australia. For. Ecol. Man. 85:1996;197-218.
    • (1996) For. Ecol. Man. , vol.85 , pp. 197-218
    • Neave, H.M.1    Cunningham, R.B.2    Norton, T.W.3    Nix, H.A.4
  • 22
    • 0024937078 scopus 로고
    • How to make biological surveys go further with generalised linear models
    • Nicholls A.O. How to make biological surveys go further with generalised linear models. Biol. Conserv. 50:1989;51-76.
    • (1989) Biol. Conserv. , vol.50 , pp. 51-76
    • Nicholls, A.O.1
  • 23
    • 0007476203 scopus 로고
    • Fauna of north-east NSW forests
    • NSW NPWS, New South Wales National Parks and Wildlife Service, Sydney
    • NSW NPWS, 1994a. Fauna of north-east NSW forests. North East Forests Biodiversity Study Report No. 3. New South Wales National Parks and Wildlife Service, Sydney.
    • (1994) North East Forests Biodiversity Study Report , vol.3
  • 24
    • 0343320609 scopus 로고
    • Flora of north-east NSW forests
    • NSW NPWS, New South Wales National Parks and Wildlife Service, Sydney
    • NSW NPWS, 1994b. Flora of north-east NSW forests. North East Forests Biodiversity Study Report No. 4. New South Wales National Parks and Wildlife Service, Sydney.
    • (1994) North East Forests Biodiversity Study Report , vol.4
  • 25
    • 0005963973 scopus 로고
    • NSW NPWS, New South Wales National Parks and Wildlife Service, Sydney
    • NSW NPWS, 1995a. Vertebrates of Upper North East New South Wales. New South Wales National Parks and Wildlife Service, Sydney.
    • (1995) Vertebrates of Upper North East New South Wales
  • 27
    • 0030755543 scopus 로고    scopus 로고
    • A spatial habitat model for the marsh-breeding red-winged blackbird (Agelaius phoeniceus L.) in coastal Lake Erie wetlands
    • Özesmi U., Mitsch W.J. A spatial habitat model for the marsh-breeding red-winged blackbird (Agelaius phoeniceus L.) in coastal Lake Erie wetlands. Ecol. Model. 101:1997;139-152.
    • (1997) Ecol. Model. , vol.101 , pp. 139-152
    • Özesmi, U.1    Mitsch, W.J.2
  • 28
    • 0033831709 scopus 로고    scopus 로고
    • Evaluating the predictive performance of habitat models developed using logistic regression
    • (submitted)
    • Pearce, J.L., Ferrier, S. Evaluating the predictive performance of habitat models developed using logistic regression. Ecol. Model (submitted).
    • Ecol. Model
    • Pearce, J.L.1    Ferrier, S.2
  • 29
    • 0343320608 scopus 로고    scopus 로고
    • An evaluation of the performance of flora and fauna predictive models in north-east New South Wales
    • (submitted)
    • Pearce, J.L., Ferrier, S., Scotts, D. An evaluation of the performance of flora and fauna predictive models in north-east New South Wales. J. Appl. Ecol. (submitted).
    • J. Appl. Ecol.
    • Pearce, J.L.1    Ferrier, S.2    Scotts, D.3
  • 30
    • 0343320606 scopus 로고    scopus 로고
    • Incorporating expert knowledge into quantitative predictive models of species distribution
    • (submitted)
    • Pearce, J.L., Cherry, K., Drielsma, M., Ferrier, S., Whish, G. Incorporating expert knowledge into quantitative predictive models of species distribution. J. Appl. Ecol. (submitted).
    • J. Appl. Ecol.
    • Pearce, J.L.1    Cherry, K.2    Drielsma, M.3    Ferrier, S.4    Whish, G.5
  • 31
    • 0022835676 scopus 로고
    • A model for management of diurnal habitat for American woodcock in Pennsylvania
    • Straw J.A. Jr., Wakely J.S., Hudgins J.E. A model for management of diurnal habitat for American woodcock in Pennsylvania. J. Wildl. Man. 50:1986;378-383.
    • (1986) J. Wildl. Man. , vol.50 , pp. 378-383
    • Straw J.A., Jr.1    Wakely, J.S.2    Hudgins, J.E.3
  • 34
    • 84912790583 scopus 로고
    • Sample size for logistic regression with small response probability
    • Whittemore A.S. Sample size for logistic regression with small response probability. J. Am. Stat. Assoc. 76:1981;27-32.
    • (1981) J. Am. Stat. Assoc. , vol.76 , pp. 27-32
    • Whittemore, A.S.1
  • 35
    • 84986799949 scopus 로고
    • Generalized additive models in plant ecology
    • Yee T.W., Mitchell N.D. Generalized additive models in plant ecology. J. Veg. Sci. 2:1991;587-602.
    • (1991) J. Veg. Sci. , vol.2 , pp. 587-602
    • Yee, T.W.1    Mitchell, N.D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.