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Volumn 96, Issue 1, 2006, Pages 47-63

The role of attribute selection in GIS representations of the biophysical environment

Author keywords

Attribute selection; Environmental modeling; Fuzzy c means landform classification

Indexed keywords

GIS;

EID: 33644805209     PISSN: 00045608     EISSN: 14678306     Source Type: Journal    
DOI: 10.1111/j.1467-8306.2006.00498.x     Document Type: Article
Times cited : (19)

References (76)
  • 1
    • 33644792974 scopus 로고    scopus 로고
    • ArcGIS, 9.0. Redlands, CA: Environmental Systems Research Institute
    • ArcGIS, 9.0. Redlands, CA: Environmental Systems Research Institute.
  • 2
    • 0022923522 scopus 로고
    • Topographic partition of watersheds with Digital Elevation Models
    • Band, L. E. 1986. Topographic partition of watersheds with Digital Elevation Models. Water Resources Research 22: 15-24.
    • (1986) Water Resources Research , vol.22 , pp. 15-24
    • Band, L.E.1
  • 3
    • 0029412317 scopus 로고
    • Scale: Landscape attributes and geographical information systems
    • Band, L. E., and I. D. Moore. 1995. Scale: Landscape attributes and geographical information systems. Hydrological Processes 9: 401-22.
    • (1995) Hydrological Processes , vol.9 , pp. 401-422
    • Band, L.E.1    Moore, I.D.2
  • 4
    • 0024471068 scopus 로고
    • Changing ideas in hydrology. The case of physically based models
    • Beven, K. J. 1989. Changing ideas in hydrology. The case of physically based models. Journal of Hydrology 105: 157-72.
    • (1989) Journal of Hydrology , vol.105 , pp. 157-172
    • Beven, K.J.1
  • 5
    • 0031182317 scopus 로고    scopus 로고
    • TOPMODEL: A critique
    • Beven, K. J. 1997. TOPMODEL: A critique. Hydrological Processes 11: 1069-85.
    • (1997) Hydrological Processes , vol.11 , pp. 1069-1085
    • Beven, K.J.1
  • 6
    • 0018441920 scopus 로고
    • A physically based variable contributing area model of basin hydrology
    • Beven, K. J., and M. J. Kirkby. 1979. A physically based variable contributing area model of basin hydrology. Hydrology Science Bulletin 24: 43-69.
    • (1979) Hydrology Science Bulletin , vol.24 , pp. 43-69
    • Beven, K.J.1    Kirkby, M.J.2
  • 7
    • 0015644823 scopus 로고
    • Cluster validity with fuzzy sets
    • Bezdek, J. C. 1974. Cluster validity with fuzzy sets. Journal of Cybernetics 3: 58-73.
    • (1974) Journal of Cybernetics , vol.3 , pp. 58-73
    • Bezdek, J.C.1
  • 10
    • 3342923407 scopus 로고    scopus 로고
    • Classification of macro landforms using GIS
    • Brabyn, L. 1997. Classification of macro landforms using GIS. ITC Journal 14: 26-40.
    • (1997) ITC Journal , vol.14 , pp. 26-40
    • Brabyn, L.1
  • 11
    • 0000792787 scopus 로고
    • Soil variability: A late 20 th century view
    • Burrough, P. A. 1993. Soil variability: A late 20 th century view. Soils and Fertilizers 56: 531-61.
    • (1993) Soils and Fertilizers , vol.56 , pp. 531-561
    • Burrough, P.A.1
  • 15
    • 0035209212 scopus 로고    scopus 로고
    • Fuzzy k -means classification of topo-climatic data as an aid to forest mapping in the Greater Yellowstone Area, USA
    • Burrough, P. A., J. P. Wilson, P. F. M. van Gaans, and A. J. Hanson. 2001. Fuzzy k -means classification of topo-climatic data as an aid to forest mapping in the Greater Yellowstone Area, USA. Landscape Ecology 16: 523-46.
    • (2001) Landscape Ecology , vol.16 , pp. 523-546
    • Burrough, P.A.1    Wilson, J.P.2    van Gaans, P.F.M.3    Hanson, A.J.4
  • 18
    • 0010933932 scopus 로고    scopus 로고
    • The use of terrain analysis in the evaluation of snow cover over an alpine glacier
    • ed. S. Lane, K. Richards, and J. Chandler New York: Wiley
    • Copland, L. 1998. The use of terrain analysis in the evaluation of snow cover over an alpine glacier. In Landform monitoring, modeling and analysis, ed. S. Lane, K. Richards, and J. Chandler, 385-404. New York: Wiley.
    • (1998) Landform Monitoring, Modeling and Analysis , pp. 385-404
    • Copland, L.1
  • 19
    • 0031954356 scopus 로고    scopus 로고
    • Soil-landscape modeling using fuzzy c -means clustering of attribute data derived from a Digital Elevation Model (DEM)
    • de Bruin, S., and A. Stein. 1998. Soil-landscape modeling using fuzzy c -means clustering of attribute data derived from a Digital Elevation Model (DEM). Geoderma 83: 17-33.
    • (1998) Geoderma , vol.83 , pp. 17-33
    • de Bruin, S.1    Stein, A.2
  • 21
    • 0024798410 scopus 로고
    • The application of a digital relief model to landform analysis in geomorphology
    • ed. J. Raper London: Taylor & Francis
    • Dikau, R. 1989. The application of a digital relief model to landform analysis in geomorphology. In Three dimensional applications in geographic information systems, ed. J. Raper, 51-77. London: Taylor & Francis.
    • (1989) Three Dimensional Applications in Geographic Information Systems , pp. 51-77
    • Dikau, R.1
  • 22
    • 0015644825 scopus 로고
    • A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters
    • Dunn, J. C. 1973. A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters. Journal of Cybernetics 3: 32-57.
    • (1973) Journal of Cybernetics , vol.3 , pp. 32-57
    • Dunn, J.C.1
  • 24
    • 33644523811 scopus 로고    scopus 로고
    • Scale-specific landforms and aspects of the land surface
    • ed. I. S. Evans, R. Dikau, E. Tokunaga, H. Ohmori, and M. Hirano Tokyo: Terrapub
    • Evans, I. S. 2003. Scale-specific landforms and aspects of the land surface. In Concepts and modelling in geomorphology: International perspectives, ed. I. S. Evans, R. Dikau, E. Tokunaga, H. Ohmori, and M. Hirano, 61-84. Tokyo: Terrapub.
    • (2003) Concepts and Modelling in Geomorphology: International Perspectives , pp. 61-84
    • Evans, I.S.1
  • 25
    • 0002867703 scopus 로고    scopus 로고
    • Sorites paradox and vague geographies
    • Fisher, P. F. 2000. Sorites paradox and vague geographies. Fuzzy Sets and Systems 113: 7-18.
    • (2000) Fuzzy Sets and Systems , vol.113 , pp. 7-18
    • Fisher, P.F.1
  • 26
    • 0025626316 scopus 로고
    • The evaluation of fuzzy membership of land cover classes in the suburban zone
    • Fisher, P. F., and S. Pathirana. 1990. The evaluation of fuzzy membership of land cover classes in the suburban zone. Remote Sensing of Environment 34: 121-32.
    • (1990) Remote Sensing of Environment , vol.34 , pp. 121-132
    • Fisher, P.F.1    Pathirana, S.2
  • 27
    • 0031846656 scopus 로고    scopus 로고
    • Combined analysis of digital terrain models and remotely sensed data in landscape investigations
    • Florinsky, I. V. 1998. Combined analysis of digital terrain models and remotely sensed data in landscape investigations. Progress in Physical Geography 22: 33-60.
    • (1998) Progress in Physical Geography , vol.22 , pp. 33-60
    • Florinsky, I.V.1
  • 28
    • 0033709638 scopus 로고    scopus 로고
    • Determination of grid size for digital terrain modelling in landscape investigations - Exemplified by soil moisture distribution at a micro-scale
    • Florinsky, I. V., and G. A. Kuryakova. 2000. Determination of grid size for digital terrain modelling in landscape investigations - exemplified by soil moisture distribution at a micro-scale. International Journal of Geographical Information Science 14: 795-814.
    • (2000) International Journal of Geographical Information Science , vol.14 , pp. 795-814
    • Florinsky, I.V.1    Kuryakova, G.A.2
  • 31
    • 33644813034 scopus 로고    scopus 로고
    • GIS Data Depot. (last accessed 24 February)
    • GIS Data Depot. http://data.geocomm.com/ (last accessed 24 February 2005).
    • (2005)
  • 33
    • 0347588422 scopus 로고    scopus 로고
    • Integrating a fuzzy k- means classification and a Bayesian approach for spatial prediction of landslide hazard
    • Gorsevski, P. V., P. E. Gessler, and P. Jankowski. 2003. Integrating a fuzzy k- means classification and a Bayesian approach for spatial prediction of landslide hazard. Journal of Geographical Systems 5: 223-51.
    • (2003) Journal of Geographical Systems , vol.5 , pp. 223-251
    • Gorsevski, P.V.1    Gessler, P.E.2    Jankowski, P.3
  • 34
    • 0027668277 scopus 로고
    • Automated classification of generic terrain features in digital elevation models
    • Graff, L. H., and E. L. Usery. 1993. Automated classification of generic terrain features in digital elevation models. Photogrammetric Engineering and Remote Sensing 59: 1409-17.
    • (1993) Photogrammetric Engineering and Remote Sensing , vol.59 , pp. 1409-1417
    • Graff, L.H.1    Usery, L.E.2
  • 36
    • 0002525975 scopus 로고
    • Analysis of properties in landform geography: An application to broadscale land form mapping
    • Hammond, E. H. 1964. Analysis of properties in landform geography: An application to broadscale land form mapping. Annals of the Association of American Geographers 54: 11-19.
    • (1964) Annals of the Association of American Geographers , vol.54 , pp. 11-19
    • Hammond, E.H.1
  • 37
    • 0030619890 scopus 로고    scopus 로고
    • Fuzzy and isodata classification of landform elements from digital elevation data in Pleasant Valley, Wisconsin
    • Irvin, B. J., S. J. Ventura, and B. K. Slater. 1997. Fuzzy and isodata classification of landform elements from digital elevation data in Pleasant Valley, Wisconsin. Geoderma 77: 137-54.
    • (1997) Geoderma , vol.77 , pp. 137-154
    • Irvin, B.J.1    Ventura, S.J.2    Slater, B.K.3
  • 38
    • 0035052465 scopus 로고    scopus 로고
    • The PCRaster software and course material for teaching numerical modeling in the environmental sciences
    • Karssenberg, D., P. A. Burrough, R. Sluiter, and K. de Jong. 2001. The PCRaster software and course material for teaching numerical modeling in the environmental sciences. Transactions in GIS 5: 99-110.
    • (2001) Transactions in GIS , vol.5 , pp. 99-110
    • Karssenberg, D.1    Burrough, P.A.2    Sluiter, R.3    de Jong, K.4
  • 39
    • 0842344542 scopus 로고    scopus 로고
    • The effect of DEM raster resolution on first order, second order and compound terrain derivatives
    • Kienzle, S. 2004. The effect of DEM raster resolution on first order, second order and compound terrain derivatives. Transactions in GIS 8: 83-112.
    • (2004) Transactions in GIS , vol.8 , pp. 83-112
    • Kienzle, S.1
  • 40
    • 0032844586 scopus 로고    scopus 로고
    • Soil-landform relationships at within-field scales: An investigation using continuous classification
    • Lark, R. M. 1999. Soil-landform relationships at within-field scales: An investigation using continuous classification. Geoderma 92: 141- 65.
    • (1999) Geoderma , vol.92 , pp. 141-165
    • Lark, R.M.1
  • 41
    • 1642308177 scopus 로고    scopus 로고
    • Defining a hierarchy of spatial entities for environmental analysis and modeling using digital elevation models (DEMs)
    • MacMillan, R. A., R. K. Jones, and D. H. McNabb. 2004. Defining a hierarchy of spatial entities for environmental analysis and modeling using digital elevation models (DEMs). Computers, Environment and Urban Systems 28: 175-200.
    • (2004) Computers, Environment and Urban Systems , vol.28 , pp. 175-200
    • MacMillan, R.A.1    Jones, K.R.2    McNabb, D.H.3
  • 42
    • 0033730612 scopus 로고    scopus 로고
    • A generic procedure for automatically segmenting landforms into landform elements using DEMs, heuristic rules and fuzzy logic
    • MacMillan, R. A., W. W. Pettapiece, S. C. Nolan, and T. W. Goddard. 2000. A generic procedure for automatically segmenting landforms into landform elements using DEMs, heuristic rules and fuzzy logic. Fuzzy Sets and Systems 113: 81-109.
    • (2000) Fuzzy Sets and Systems , vol.113 , pp. 81-109
    • MacMillan, R.A.1    Pettapiece, W.W.2    Nolan, S.C.3    Goddard, T.W.4
  • 44
    • 33644794412 scopus 로고    scopus 로고
    • A science of topography: Bridging the qualitative-quantitative divide
    • ed. M. P. Bishop and J. Shroder Chichester, U.K.: Springer-Praxis
    • Mark, D. M., and B. Smith 2004. A science of topography: Bridging the qualitative-quantitative divide. In Geographic information science and mountain geomorphology, ed. M. P. Bishop and J. Shroder, 75-100. Chichester, U.K.: Springer-Praxis.
    • (2004) Geographic Information Science and Mountain Geomorphology , pp. 75-100
    • Mark, D.M.1    Smith, B.2
  • 45
    • 0026472009 scopus 로고
    • A continuum approach to soil classification by modified fuzzy k- means with extragrades
    • McBratney, A. B., and J. J. de Gruijter. 1992. A continuum approach to soil classification by modified fuzzy k- means with extragrades. Journal of Soil Science 43: 159-75.
    • (1992) Journal of Soil Science , vol.43 , pp. 159-175
    • McBratney, A.B.1    de Gruijter, J.J.2
  • 47
    • 0030616390 scopus 로고    scopus 로고
    • Application of fuzzy sets in soil science: Fuzzy logic, fuzzy measurements, and fuzzy decision
    • McBratney, A. B., and I. O. A. Odeh. 1997. Application of fuzzy sets in soil science: Fuzzy logic, fuzzy measurements, and fuzzy decision. Geoderma 77: 85-113.
    • (1997) Geoderma , vol.77 , pp. 85-113
    • McBratney, A.B.1    Odeh, I.O.A.2
  • 48
    • 0027834595 scopus 로고
    • A quantitative Australian approach to medium and small scale surveys based on soil stratigraphy and environmental correlation
    • McKenzie, N. J., and M. P. Austin. 1993. A quantitative Australian approach to medium and small scale surveys based on soil stratigraphy and environmental correlation. Geoderma 57: 329-55.
    • (1993) Geoderma , vol.57 , pp. 329-355
    • McKenzie, N.J.1    Austin, M.P.2
  • 50
    • 0026359098 scopus 로고
    • Digital terrain modeling: A review of hydrological, geomorphological, and biological applications
    • Moore, I. D., R. B. Grayson, and A. R. Ladson. 1991. Digital terrain modeling: A review of hydrological, geomorphological, and biological applications. Hydrological Processes 5: 3-30.
    • (1991) Hydrological Processes , vol.5 , pp. 3-30
    • Moore, I.D.1    Grayson, R.B.2    Ladson, A.R.3
  • 51
    • 0002098503 scopus 로고
    • Terrain attributes: Estimation methods and scale effects
    • ed. A. J. Jakeman, M. B. Beck, and M. J. McAleer New York: Wiley
    • Moore, I. D., A. Lewis, and J. C. Gallant. 1993. Terrain attributes: Estimation methods and scale effects. In Modelling change in environmental systems, ed. A. J. Jakeman, M. B. Beck, and M. J. McAleer, 189-214. New York: Wiley.
    • (1993) Modelling Change in Environmental Systems , pp. 189-214
    • Moore, I.D.1    Lewis, A.2    Gallant, J.C.3
  • 52
    • 0021644354 scopus 로고
    • The extraction of drainage networks from digital elevation data
    • O'Callaghan, J. F., and D. M. Mark. 1984. The extraction of drainage networks from digital elevation data. Computer Graphics and Image Processing 28: 323- 44.
    • (1984) Computer Graphics and Image Processing , vol.28 , pp. 323-344
    • O'Callaghan, J.F.1    Mark, D.M.2
  • 53
    • 0027047710 scopus 로고
    • Soil pattern recognition with fuzzy k -means: Application to classification and soil-landform interrelationships
    • Odeh, I. O. A., A. B. McBratney, and D. J. Chittleborough. 1992. Soil pattern recognition with fuzzy k -means: Application to classification and soil-landform interrelationships. Soil Science Society of America Journal 56: 505-516.
    • (1992) Soil Science Society of America Journal , vol.56 , pp. 505-516
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 55
    • 0034867260 scopus 로고    scopus 로고
    • Identification of the spatial distribution of soils using process-based terrain characterization
    • Park, S. J., K. McSweeney, and B. Lowery. 2001. Identification of the spatial distribution of soils using process-based terrain characterization. Geoderma 103: 249-72.
    • (2001) Geoderma , vol.103 , pp. 249-272
    • Park, S.J.1    McSweeney, K.2    Lowery, B.3
  • 56
    • 33644791221 scopus 로고    scopus 로고
    • PCRaster. Version 2 Manual at (last accessed 18 May)
    • PCRaster. Version 2 Manual at http://pcraster.geog.uu.nl/documentation/pcrman/book1.htm (last accessed 18 May 2005).
    • (2005)
  • 57
    • 0023486353 scopus 로고
    • Landform classification and soil distribution in hummocky terrain, Saskatchewan, Canada
    • Pennock, D. J., B. J. Zebarth, and E. de Jong. 1987. Landform classification and soil distribution in hummocky terrain, Saskatchewan, Canada. Geoderma 40: 297-315.
    • (1987) Geoderma , vol.40 , pp. 297-315
    • Pennock, D.J.1    Zebarth, B.J.2    de Jong, E.3
  • 58
    • 1442265125 scopus 로고    scopus 로고
    • Mapping alpine vegetation using vegetation observation and topographic attributes
    • Pfeffer, K., E. J. Pebesma, and P. A. Burrough. 2003. Mapping alpine vegetation using vegetation observation and topographic attributes. Landscape Ecology 18: 759-76.
    • (2003) Landscape Ecology , vol.18 , pp. 759-776
    • Pfeffer, K.1    Pebesma, E.J.2    Burrough, P.A.3
  • 59
    • 0000441840 scopus 로고
    • The geometric signature: Quantifying landslide-terrain types from digital elevation models
    • Pike, R. J. 1988. The geometric signature: Quantifying landslide-terrain types from digital elevation models. Mathematical Geology 20: 491-511.
    • (1988) Mathematical Geology , vol.20 , pp. 491-511
    • Pike, R.J.1
  • 60
    • 0029413104 scopus 로고
    • The ln(α/tanβ) index: How to calculate it and how to use it within the TOPMODEL framework
    • Quinn, P., K. J. Beven, and R. Lamb. 1995. The ln(α/tan β) index: How to calculate it and how to use it within the TOPMODEL framework. Hydrological Processes 9: 162-82.
    • (1995) Hydrological Processes , vol.9 , pp. 162-182
    • Quinn, P.1    Beven, K.J.2    Lamb, R.3
  • 61
    • 0037285450 scopus 로고    scopus 로고
    • A perspective on the fundamentals of fuzzy sets and their use in geographic information systems
    • Robinson, V. B. 2003. A perspective on the fundamentals of fuzzy sets and their use in geographic information systems. Transactions in GIS 7: 3-30.
    • (2003) Transactions in GIS , vol.7 , pp. 3-30
    • Robinson, V.B.1
  • 62
    • 0001647441 scopus 로고
    • Fuzzy set theory applied to the mixed pixel problem of multispectral landcover databases
    • ed. B. Opitz Hampton, VA: A. Deepak Publishing
    • Robinson, V. B., and D. Thongs. 1986. Fuzzy set theory applied to the mixed pixel problem of multispectral landcover databases. In Geographic information systems in government, ed. B. Opitz, 871-85. Hampton, VA: A. Deepak Publishing.
    • (1986) Geographic Information Systems in Government , pp. 871-885
    • Robinson, V.B.1    Thongs, D.2
  • 63
    • 0020157362 scopus 로고
    • Fuzzy clustering algorithms and their cluster validity
    • Roubens, M. 1982. Fuzzy clustering algorithms and their cluster validity. European Journal of Operational Research 10: 294-301.
    • (1982) European Journal of Operational Research , vol.10 , pp. 294-301
    • Roubens, M.1
  • 64
    • 0035090598 scopus 로고    scopus 로고
    • Phenomenon-based specification of the digital representation of terrain surfaces
    • Schneider, B. 2001. Phenomenon-based specification of the digital representation of terrain surfaces. Transactions in GIS 5: 39-52.
    • (2001) Transactions in GIS , vol.5 , pp. 39-52
    • Schneider, B.1
  • 67
    • 0004128055 scopus 로고    scopus 로고
    • Southern California mountains and foothills assessment: Habitat and species conservation issues
    • General Technical Report GTR-PSX-172. Albany, CA: Pacific Southwest Research Station, Forest Service, U.S. Department of Agriculture:
    • Stephenson, J. R., and G. M. Calcarone. 1999. Southern California mountains and foothills assessment: Habitat and species conservation issues. General Technical Report GTR-PSX-172. Albany, CA: Pacific Southwest Research Station, Forest Service, U.S. Department of Agriculture:1-61.
    • (1999) , pp. 1-61
    • Stephenson, J.R.1    Calcarone, G.M.2
  • 68
    • 0029518803 scopus 로고
    • Geographical information systems and problems of error and uncertainty
    • Unwin, D. J. 1995. Geographical information systems and problems of error and uncertainty. Progress in Human Geography 19: 549-58.
    • (1995) Progress in Human Geography , vol.19 , pp. 549-558
    • Unwin, D.J.1
  • 69
  • 70
    • 0012214397 scopus 로고    scopus 로고
    • Secondary terrain attributes
    • ed. J. P. Wilson and J. C. Gallant New York: Wiley
    • Wilson, J. P., and J. C. Gallant 2000b. Secondary terrain attributes. In Terrain analysis: Principles and applications, ed. J. P. Wilson and J. C. Gallant, 87-132. New York: Wiley.
    • (2000) Terrain Analysis: Principles and Applications , pp. 87-132
    • Wilson, J.P.1    Gallant, J.C.2
  • 72
    • 0024163154 scopus 로고
    • Effects of spatial variability and scale with implications to hydrologic modelling
    • Wood, E. C., M. Sivapalan, K. Beven, and L. Band. 1988. Effects of spatial variability and scale with implications to hydrologic modelling. Journal of Hydrology 102: 29-47.
    • (1988) Journal of Hydrology , vol.102 , pp. 29-47
    • Wood, E.C.1    Sivapalan, M.2    Beven, K.3    Band, L.4
  • 73
    • 0001693163 scopus 로고    scopus 로고
    • Scale-based characterization of digital elevation models
    • ed. D. Parker London: Taylor & Francis
    • Wood, J. 1996. Scale-based characterization of digital elevation models. In Innovations in GIS 3, ed. D. Parker, 163-75. London: Taylor & Francis.
    • (1996) Innovations in GIS , vol.3 , pp. 163-175
    • Wood, J.1
  • 75
    • 0028667086 scopus 로고
    • Digital elevation model grid size, landscape representation, and hydrologic simulation
    • Zhang, W., and D. R. Montgomery. 1994. Digital elevation model grid size, landscape representation, and hydrologic simulation. Water Resources Research 30: 1019-28.
    • (1994) Water Resources Research , vol.30 , pp. 1019-1028
    • Zhang, W.1    Montgomery, D.R.2


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