메뉴 건너뛰기




Volumn 16, Issue 4, 2006, Pages 1449-1460

Rediscovering the species in community-wide predictive modeling

Author keywords

Artificial neural networks; Assemblage types; Bioassessment; Biomonitoring; Classification then modeling approach; Community classification; Freshwater fish; New Zealand; River InVertebrate Prediction and Classification System, RIVPACS

Indexed keywords

ARTIFICIAL NEURAL NETWORK; BIOMONITORING; COMMUNITY COMPOSITION; CONSERVATION MANAGEMENT; ECOLOGICAL MODELING; REGRESSION ANALYSIS; SPECIES-AREA RELATIONSHIP;

EID: 33747102371     PISSN: 10510761     EISSN: 10510761     Source Type: Journal    
DOI: 10.1890/1051-0761(2006)016[1449:RTSICP]2.0.CO;2     Document Type: Article
Times cited : (78)

References (54)
  • 1
    • 0036794208 scopus 로고    scopus 로고
    • Conservation biology for the biodiversity crisis: A freshwater follow-up
    • Abell, R. 2002. Conservation biology for the biodiversity crisis: a freshwater follow-up. Conservation Biology 16:1435-1437.
    • (2002) Conservation Biology , vol.16 , pp. 1435-1437
    • Abell, R.1
  • 2
    • 0034477220 scopus 로고    scopus 로고
    • Resolving environmental disputes: A statistical method for choosing among competing cluster models
    • Anderson, M. J., and A. Clements. 2000. Resolving environmental disputes: a statistical method for choosing among competing cluster models. Ecological Applications 10:1341-1355.
    • (2000) Ecological Applications , vol.10 , pp. 1341-1355
    • Anderson, M.J.1    Clements, A.2
  • 3
    • 0033081614 scopus 로고    scopus 로고
    • Characterizing fish community diversity across Virginia landscapes: Prerequisite for conservation
    • Angermeier, P. L., and M. R. Winston. 1999. Characterizing fish community diversity across Virginia landscapes: prerequisite for conservation. Ecological Applications 9:335-349.
    • (1999) Ecological Applications , vol.9 , pp. 335-349
    • Angermeier, P.L.1    Winston, M.R.2
  • 4
    • 0027461026 scopus 로고
    • Comparing three classification strategies for use in ecology
    • Belbin, L., and C. McDonald. 1993. Comparing three classification strategies for use in ecology. Journal of Vegetation Science 4:341-348.
    • (1993) Journal of Vegetation Science , vol.4 , pp. 341-348
    • Belbin, L.1    McDonald, C.2
  • 6
    • 0030962838 scopus 로고    scopus 로고
    • Positive interactions in plant communities and the individualistic continuum concept
    • Callaway, R. M. 1997. Positive interactions in plant communities and the individualistic continuum concept. Oecologia 112:143-149.
    • (1997) Oecologia , vol.112 , pp. 143-149
    • Callaway, R.M.1
  • 8
    • 0032803483 scopus 로고    scopus 로고
    • On the use of surrogate species in conservation biology
    • Caro, T. M., and G. O'Doherty. 1999. On the use of surrogate species in conservation biology. Conservation Biology 13:805-814.
    • (1999) Conservation Biology , vol.13 , pp. 805-814
    • Caro, T.M.1    O'Doherty, G.2
  • 9
    • 0028179911 scopus 로고
    • Directions in conservation biology
    • Caughley, G. 1994. Directions in conservation biology. Journal of Animal Ecology 62:215-235.
    • (1994) Journal of Animal Ecology , vol.62 , pp. 215-235
    • Caughley, G.1
  • 10
    • 0032801988 scopus 로고    scopus 로고
    • Predicting the macroinvertebrate faunas of rivers by multiple regression of biological and environmental differences
    • Chessman, B. C. 1999. Predicting the macroinvertebrate faunas of rivers by multiple regression of biological and environmental differences. Freshwater Biology 41:747-757.
    • (1999) Freshwater Biology , vol.41 , pp. 747-757
    • Chessman, B.C.1
  • 11
    • 0036554569 scopus 로고    scopus 로고
    • Mapping spatial pattern in biodiversity for regional conservation planning: Where to from here?
    • Ferrier, S. 2002. Mapping spatial pattern in biodiversity for regional conservation planning: Where to from here? Systematic Biology 51:331-363.
    • (2002) Systematic Biology , vol.51 , pp. 331-363
    • Ferrier, S.1
  • 12
    • 0036934018 scopus 로고    scopus 로고
    • Extending statistical approaches to modelling spatial pattern in biodiversity in northeast New South Wales. II. Community-level modelling
    • Ferrier, S., M. Drielsma, G. Manion, and G. Watson. 2002. Extending statistical approaches to modelling spatial pattern in biodiversity in northeast New South Wales. II. Community-level modelling. Biodiversity and Conservation 11:2309-2338.
    • (2002) Biodiversity and Conservation , vol.11 , pp. 2309-2338
    • Ferrier, S.1    Drielsma, M.2    Manion, G.3    Watson, G.4
  • 13
    • 0006040005 scopus 로고
    • On the local distribution of certain Illinois fishes: An essay in statistical ecology
    • Forbes, S. A. 1907. On the local distribution of certain Illinois fishes: an essay in statistical ecology. Bulletin of the Illinois Natural History Survey VII:273-303.
    • (1907) Bulletin of the Illinois Natural History Survey , vol.7 , pp. 273-303
    • Forbes, S.A.1
  • 14
    • 0027437103 scopus 로고
    • Preserving biodiversity: Species, ecosystems, or landscapes?
    • Franklin, J. F. 1993. Preserving biodiversity: Species, ecosystems, or landscapes? Ecological Applications 3:202-205.
    • (1993) Ecological Applications , vol.3 , pp. 202-205
    • Franklin, J.F.1
  • 15
    • 0034610199 scopus 로고    scopus 로고
    • Predictive habitat distribution models in ecology
    • Guisan, A., and N. E. Zimmermann. 2000. Predictive habitat distribution models in ecology. Ecological Modelling 135:147-186.
    • (2000) Ecological Modelling , vol.135 , pp. 147-186
    • Guisan, A.1    Zimmermann, N.E.2
  • 16
    • 0034483546 scopus 로고    scopus 로고
    • Development and evaluation of predictive models for measuring the biological integrity of streams
    • Hawkins, C. P., R. H. Norris, J. N. Hogue, and J. W. Feminella. 2000. Development and evaluation of predictive models for measuring the biological integrity of streams. Ecological Applications 10:1456-1477.
    • (2000) Ecological Applications , vol.10 , pp. 1456-1477
    • Hawkins, C.P.1    Norris, R.H.2    Hogue, J.N.3    Feminella, J.W.4
  • 17
    • 0033789557 scopus 로고    scopus 로고
    • Weak correspondence between landscape classifications and stream invertebrate assemblages: Implications for bioassessment
    • Hawkins, C. P., and M. R. Vinson. 2000. Weak correspondence between landscape classifications and stream invertebrate assemblages: implications for bioassessment. Journal of the North American Benthological Society 19:501-517.
    • (2000) Journal of the North American Benthological Society , vol.19 , pp. 501-517
    • Hawkins, C.P.1    Vinson, M.R.2
  • 18
    • 0347622714 scopus 로고    scopus 로고
    • Defining macroinvertebrate assemblage types of headwater streams: Implications for bioassessment and conservation
    • Heino, J., T. Muotka, H. Mykra, R. Paavola, H. Hamalainen, and E. Koskenniemi. 2003. Defining macroinvertebrate assemblage types of headwater streams: implications for bioassessment and conservation. Ecological Applications 13:842-852.
    • (2003) Ecological Applications , vol.13 , pp. 842-852
    • Heino, J.1    Muotka, T.2    Mykra, H.3    Paavola, R.4    Hamalainen, H.5    Koskenniemi, E.6
  • 20
    • 0027332773 scopus 로고
    • Stopping rules in principal components analysis: A comparison of heuristical and statistical approaches
    • Jackson, D. A. 1993. Stopping rules in principal components analysis: a comparison of heuristical and statistical approaches. Ecology 74:2204-2214.
    • (1993) Ecology , vol.74 , pp. 2204-2214
    • Jackson, D.A.1
  • 21
    • 0024880562 scopus 로고
    • Similarity coefficients: Measures of co-occurrence and association or simply measures of occurrence?
    • Jackson, D. A., K. M. Somers, and H. H. Harvey. 1989. Similarity coefficients: Measures of co-occurrence and association or simply measures of occurrence? American Naturalist 133:436-453.
    • (1989) American Naturalist , vol.133 , pp. 436-453
    • Jackson, D.A.1    Somers, K.M.2    Harvey, H.H.3
  • 22
    • 0142059863 scopus 로고    scopus 로고
    • Fish communities in New Zealand rivers and their relationship to environmental variables
    • Jowett, I. G., and J. Richardson. 2003 Fish communities in New Zealand rivers and their relationship to environmental variables. New Zealand Journal of Marine and Freshwater Research 37:347-366.
    • (2003) New Zealand Journal of Marine and Freshwater Research , vol.37 , pp. 347-366
    • Jowett, I.G.1    Richardson, J.2
  • 23
    • 3542994517 scopus 로고    scopus 로고
    • Predictive modelling and spatial mapping of freshwater fish and decapod assemblages: An integrated GIS and neural network approach
    • Joy, M. K., and R. G. Death. 2004. Predictive modelling and spatial mapping of freshwater fish and decapod assemblages: an integrated GIS and neural network approach. Freshwater Biology 49:1036-1052.
    • (2004) Freshwater Biology , vol.49 , pp. 1036-1052
    • Joy, M.K.1    Death, R.G.2
  • 24
    • 0021034012 scopus 로고
    • Shoreline vegetation in Axe Lake, Ontario: Effects of exposure on zonation patterns
    • Keddy, P. A. 1983. Shoreline vegetation in Axe Lake, Ontario: effects of exposure on zonation patterns. Ecology 64:331-344.
    • (1983) Ecology , vol.64 , pp. 331-344
    • Keddy, P.A.1
  • 25
    • 0003456793 scopus 로고    scopus 로고
    • Benjamin/Cummings, Menlo Park, California, USA
    • Krebs, C. J. 1999. Ecological methodology. Benjamin/Cummings, Menlo Park, California, USA.
    • (1999) Ecological Methodology
    • Krebs, C.J.1
  • 27
  • 28
    • 0034770214 scopus 로고    scopus 로고
    • Evaluating presence-absence models in ecology: The need to account for prevalence
    • Manel, S., H. C. Williams, and S. J. Ormerod. 2001. Evaluating presence-absence models in ecology: the need to account for prevalence. Journal of Applied Ecology 38:921-931.
    • (2001) Journal of Applied Ecology , vol.38 , pp. 921-931
    • Manel, S.1    Williams, H.C.2    Ormerod, S.J.3
  • 29
    • 1242298787 scopus 로고    scopus 로고
    • Evaluation of a multiple-species approach to monitoring species at the ecoregional scale
    • Manley, P. N., W. J. Zielinski, M. D. Schlesinger, and S. R. Mori. 2004. Evaluation of a multiple-species approach to monitoring species at the ecoregional scale. Ecological Applications 14:296-310.
    • (2004) Ecological Applications , vol.14 , pp. 296-310
    • Manley, P.N.1    Zielinski, W.J.2    Schlesinger, M.D.3    Mori, S.R.4
  • 30
    • 0034636577 scopus 로고    scopus 로고
    • Systematic conservation planning
    • Margules, C. R., and R. L. Pressey. 2000. Systematic conservation planning. Nature 405:243-253.
    • (2000) Nature , vol.405 , pp. 243-253
    • Margules, C.R.1    Pressey, R.L.2
  • 33
    • 0028987548 scopus 로고
    • H. A. Gleason's "individualistic community concept" and theory of animal communities: A continuing controversy
    • McIntosh, R. P. 1995. H. A. Gleason's "individualistic community concept" and theory of animal communities: a continuing controversy. Biological Reviews 70:317-357.
    • (1995) Biological Reviews , vol.70 , pp. 317-357
    • McIntosh, R.P.1
  • 35
    • 0022891646 scopus 로고
    • Change in riparian plant community composition along two rivers in northern Sweden
    • Nilsson, C. 1986. Change in riparian plant community composition along two rivers in northern Sweden. Canadian Journal of Botany 64:589-592.
    • (1986) Canadian Journal of Botany , vol.64 , pp. 589-592
    • Nilsson, C.1
  • 36
    • 0038580558 scopus 로고    scopus 로고
    • A species-specific approach to modeling biological communities and its potential for conservation
    • Olden, J. D. 2003. A species-specific approach to modeling biological communities and its potential for conservation. Conservation Biology 17:854-863.
    • (2003) Conservation Biology , vol.17 , pp. 854-863
    • Olden, J.D.1
  • 37
    • 0037102687 scopus 로고    scopus 로고
    • Illuminating the "black box": A randomization approach for understanding variable contributions in artificial neural networks
    • Olden, J. D., and D. A. Jackson. 2002. Illuminating the "black box": a randomization approach for understanding variable contributions in artificial neural networks. Ecological Modelling 154:135-150.
    • (2002) Ecological Modelling , vol.154 , pp. 135-150
    • Olden, J.D.1    Jackson, D.A.2
  • 38
    • 3242721368 scopus 로고    scopus 로고
    • An accurate comparison of methods for quantifying variable importance in artificial neural networks using simulated data
    • Olden, J. D., M. K. Joy, and R. G. Death. 2004. An accurate comparison of methods for quantifying variable importance in artificial neural networks using simulated data. Ecological Modelling 178:389-397.
    • (2004) Ecological Modelling , vol.178 , pp. 389-397
    • Olden, J.D.1    Joy, M.K.2    Death, R.G.3
  • 39
    • 0344708499 scopus 로고    scopus 로고
    • Best practices in prediction for decision-making: Lessons from the atmospheric and earth sciences
    • Pielke, R. A., and R. T. Conant. 2003. Best practices in prediction for decision-making: lessons from the atmospheric and earth sciences. Ecology 84:1351-1358.
    • (2003) Ecology , vol.84 , pp. 1351-1358
    • Pielke, R.A.1    Conant, R.T.2
  • 40
    • 0034034582 scopus 로고    scopus 로고
    • Discharge variability and the development of predictive models relating stream fish assemblage structure to habitat in northeastern Australia
    • Pusey, B. J., M. J. Kennard, and A. H. Arthington. 2000. Discharge variability and the development of predictive models relating stream fish assemblage structure to habitat in northeastern Australia. Ecology of Freshwater Fish 9:30-50.
    • (2000) Ecology of Freshwater Fish , vol.9 , pp. 30-50
    • Pusey, B.J.1    Kennard, M.J.2    Arthington, A.H.3
  • 41
    • 0022471098 scopus 로고
    • Learning representations by back-propagating errors
    • Rumelhart, D. E., G. E. Hinton, and R. J. Williams. 1986. Learning representations by back-propagating errors. Nature 323:533-536.
    • (1986) Nature , vol.323 , pp. 533-536
    • Rumelhart, D.E.1    Hinton, G.E.2    Williams, R.J.3
  • 43
    • 0023466460 scopus 로고
    • The individualistic and community-unit concepts as falsifiable hypotheses
    • Shipley, B., and P. A. Keddy. 1987. The individualistic and community-unit concepts as falsifiable hypotheses. Vegetatio 69:47-55.
    • (1987) Vegetatio , vol.69 , pp. 47-55
    • Shipley, B.1    Keddy, P.A.2
  • 44
    • 0031102939 scopus 로고    scopus 로고
    • Flagships, umbrellas, and keystones: Is single-species management passé in the landscape era?
    • Simberloff, D. 1998. Flagships, umbrellas, and keystones: Is single-species management passé in the landscape era? Biological Conservation 83:247-257.
    • (1998) Biological Conservation , vol.83 , pp. 247-257
    • Simberloff, D.1
  • 45
    • 0032892671 scopus 로고    scopus 로고
    • AusRivAS: Using macroinvertebrates to assess ecological condition of rivers in Western Australia
    • Smith, M. J., et al. 1999. AusRivAS: using macroinvertebrates to assess ecological condition of rivers in Western Australia. Freshwater Biology 41:269-282.
    • (1999) Freshwater Biology , vol.41 , pp. 269-282
    • Smith, M.J.1
  • 46
  • 48
    • 33244485460 scopus 로고    scopus 로고
    • Predicting regional patterns of similarity in species composition for conservation planning
    • Steinitz, O., J. Heller, A. Tsoar, D. Rotem, and R. Kadmon. 2005. Predicting regional patterns of similarity in species composition for conservation planning. Conservation Biology 19:1978-1988.
    • (2005) Conservation Biology , vol.19 , pp. 1978-1988
    • Steinitz, O.1    Heller, J.2    Tsoar, A.3    Rotem, D.4    Kadmon, R.5
  • 49
    • 0004042820 scopus 로고
    • Whittaker, R. H., editor. Junk, The Hague, The Netherlands
    • Whittaker, R. H., editor. 1978. Classification of plant communities. Junk, The Hague, The Netherlands.
    • (1978) Classification of Plant Communities
  • 50
    • 0034619095 scopus 로고    scopus 로고
    • Using probability of persistence to identify important areas for biodiversity conservation
    • Williams, P. H., and M. B. Araújo. 2000. Using probability of persistence to identify important areas for biodiversity conservation. Proceedings of the Royal Society of London B 267:1959-1966.
    • (2000) Proceedings of the Royal Society of London B , vol.267 , pp. 1959-1966
    • Williams, P.H.1    Araújo, M.B.2
  • 51
    • 33747103924 scopus 로고    scopus 로고
    • Advances in freshwater sciences and management in New Zealand
    • J. S. Harding, M. P. Mosley, C. Pearson, and B. Sorrell, editors. Caxton Press, Christchurch, New Zealand
    • Woods, R., and C. Howard-Williams. 2004. Advances in freshwater sciences and management in New Zealand. Pages 1.1-1.20 in J. S. Harding, M. P. Mosley, C. Pearson, and B. Sorrell, editors. Freshwaters of New Zealand. Caxton Press, Christchurch, New Zealand.
    • (2004) Freshwaters of New Zealand
    • Woods, R.1    Howard-Williams, C.2
  • 52
    • 0028976052 scopus 로고
    • Development and use of a system for predicting the macroinvertebrate fauna in flowing waters
    • Wright, J. F. 1995. Development and use of a system for predicting the macroinvertebrate fauna in flowing waters. Australian Journal of Ecology 20:181-197.
    • (1995) Australian Journal of Ecology , vol.20 , pp. 181-197
    • Wright, J.F.1
  • 54
    • 20444362025 scopus 로고    scopus 로고
    • The ecology of restoration: Historical links, emerging issues and unexplored realms
    • Young, T. P., D. A. Peterson, and J. J. Clary. 2005. The ecology of restoration: historical links, emerging issues and unexplored realms. Ecology Letters 8:662-673.
    • (2005) Ecology Letters , vol.8 , pp. 662-673
    • Young, T.P.1    Peterson, D.A.2    Clary, J.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.