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Volumn 27, Issue 1, 2006, Pages 153-176

Methods for fuzzy classification and accuracy assessment of historical aerial photographs for vegetation change analyses. Part I: Algorithm development

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ERROR ANALYSIS; FUZZY SETS; IMAGE ANALYSIS; IMAGE QUALITY; REMOTE SENSING; STATISTICAL METHODS; VEGETATION;

EID: 33745085331     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431160500166540     Document Type: Article
Times cited : (55)

References (67)
  • 1
    • 0027134351 scopus 로고
    • Changes of plant cover and land use types (1950's to 1980's) in three mire reserves and their neighborhood in Estonia
    • Aaviksoo, K. (1993) Changes of plant cover and land use types (1950's to 1980's) in three mire reserves and their neighborhood in Estonia. Landscape Ecology, 8, pp. 287-301.
    • (1993) Landscape Ecology , vol.8 , pp. 287-301
    • Aaviksoo, K.1
  • 4
    • 32644487146 scopus 로고    scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data and of methods including remote sensing data in forest inventory
    • IR-98-081, International Institution for Applied Systems Analysis, Laxenburg
    • Banko, G. (1998) A review of assessing the accuracy of classifications of remotely sensed data and of methods including remote sensing data in forest inventory. In. IR-98-081, International Institution for Applied Systems Analysis, Laxenburg
    • (1998)
    • Banko, G.1
  • 5
    • 0031277523 scopus 로고    scopus 로고
    • Comparison of fuzzy c-means classification, linear mixture modelling and MLC probabilities as tools for unmixing coarse pixels
    • Bastin, L. (1997) Comparison of fuzzy c-means classification, linear mixture modelling and MLC probabilities as tools for unmixing coarse pixels. International Journal of Remote Sensing, 18, pp. 3629-3648.
    • (1997) International Journal of Remote Sensing , vol.18 , pp. 3629-3648
    • Bastin, L.1
  • 9
    • 0034654267 scopus 로고    scopus 로고
    • Interval estimation for Cohen's kappa as a measure of agreement
    • Blackman, N. J.-M. and Koval, J. J. (2000) Interval estimation for Cohen's kappa as a measure of agreement. Statistics in Medicine, 19, pp. 723-741.
    • (2000) Statistics in Medicine , vol.19 , pp. 723-741
    • Blackman, N.J.-M.1    Koval, J.J.2
  • 11
    • 0030619127 scopus 로고    scopus 로고
    • Evaluating the uncertainty of area estimates derived from fuzzy land-cover classification
    • Canters, F. (1997) Evaluating the uncertainty of area estimates derived from fuzzy land-cover classification. Photogrammetric Engineering and Remote Sensing, 63, pp. 403-414.
    • (1997) Photogrammetric Engineering and Remote Sensing , vol.63 , pp. 403-414
    • Canters, F.1
  • 12
    • 0031796898 scopus 로고    scopus 로고
    • Computerized classification of Mediterranean vegetation using panchromatic aerial photographs
    • Carmel, Y. and Kadmon, R. (1998) Computerized classification of Mediterranean vegetation using panchromatic aerial photographs. Journal of Vegetation Science, 9, pp. 445-454.
    • (1998) Journal of Vegetation Science , vol.9 , pp. 445-454
    • Carmel, Y.1    Kadmon, R.2
  • 13
    • 0026977775 scopus 로고
    • On the optimal choice of parameters in a fuzzy c-means algorithm
    • San Diego, California, March 8-12
    • Choe, H. and Jordan, J. B. (1992) On the optimal choice of parameters in a fuzzy c-means algorithm. Proceedings IEEE International Conference on Fuzzy Systems, pp. 349-354. San Diego, California, March 8-12
    • (1992) Proceedings IEEE International Conference on Fuzzy Systems , pp. 349-354
    • Choe, H.1    Jordan, J.B.2
  • 14
    • 0024165214 scopus 로고
    • A comparison of sampling schemes used in generating error matrices for assessing the accuracy of maps generated from remotely sensed data
    • Congalton, R. G. (1988) A comparison of sampling schemes used in generating error matrices for assessing the accuracy of maps generated from remotely sensed data. Photogrammetric Engineering and Remote Sensing, 54, pp. 593-600.
    • (1988) Photogrammetric Engineering and Remote Sensing , vol.54 , pp. 593-600
    • Congalton, R.G.1
  • 15
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton, R. G. (1991) A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment, 37, pp. 35-46.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 16
    • 0027589553 scopus 로고
    • A practical look at the sources of confusion in error matrix generation
    • Congalton, R. G. (1993) A practical look at the sources of confusion in error matrix generation. Photogrammetric Engineering and Remote Sensing, 59, pp. 641-644.
    • (1993) Photogrammetric Engineering and Remote Sensing , vol.59 , pp. 641-644
    • Congalton, R.G.1
  • 18
    • 11144297758 scopus 로고    scopus 로고
    • Landscape cover type and pattern dynamics in fragmented southern Great Plains grasslands, USA
    • Coppedge, B. R. and Engle, D. M. and Fuhlendorf, S. D. and Masters, R. E. and Gregory, M. S. (2001) Landscape cover type and pattern dynamics in fragmented southern Great Plains grasslands, USA. Landscape Ecology, 16, pp. 677-690.
    • (2001) Landscape Ecology , vol.16 , pp. 677-690
    • Coppedge, B.R.1    Engle, D.M.2    Fuhlendorf, S.D.3    Masters, R.E.4    Gregory, M.S.5
  • 19
    • 0011274775 scopus 로고
    • Variance approximations for assessments of classification accuracy
    • RM-316, USDA, Forest Service, Rocky Mountain Forest and Range Experiment Station, Fort Collins
    • Czaplewski, R. L. (1994) Variance approximations for assessments of classification accuracy. In. RM-316, USDA, Forest Service, Rocky Mountain Forest and Range Experiment Station, Fort Collins
    • (1994)
    • Czaplewski, R.L.1
  • 20
    • 33745069456 scopus 로고    scopus 로고
    • Change detection using fuzzy post classification comparison
    • The University of Adelaide. PhD thesis, Department of Computer Science
    • Deer, P. J. (1998) Change detection using fuzzy post classification comparison. In. The University of Adelaide. PhD thesis, Department of Computer Science
    • (1998)
    • Deer, P.J.1
  • 21
    • 0038548138 scopus 로고    scopus 로고
    • A study of parameter values for a Mahalanobis distance fuzzy classifier
    • Deer, P. J. and Eklund, P. (2003) A study of parameter values for a Mahalanobis distance fuzzy classifier. Fuzzy Sets and Systems, 137, pp. 191-213.
    • (2003) Fuzzy Sets and Systems , vol.137 , pp. 191-213
    • Deer, P.J.1    Eklund, P.2
  • 23
    • 0025626316 scopus 로고
    • The evaluation of fuzzy membership of land cover classes in the suburban zone
    • Fisher, P. F. and Pathirana, S. (1990) The evaluation of fuzzy membership of land cover classes in the suburban zone. Remote Sensing of Environment, 34, pp. 121-132.
    • (1990) Remote Sensing of Environment , vol.34 , pp. 121-132
    • Fisher, P.F.1    Pathirana, S.2
  • 24
    • 0026614862 scopus 로고
    • A fuzzy sets approach to the representation of vegetation continua from remotely sensed data: An example from Lowland Heath
    • Foody, G. M. (1992) A fuzzy sets approach to the representation of vegetation continua from remotely sensed data: An example from Lowland Heath. Photogrammetric Engineering and Remote Sensing, 58, pp. 221-225.
    • (1992) Photogrammetric Engineering and Remote Sensing , vol.58 , pp. 221-225
    • Foody, G.M.1
  • 25
    • 0028165056 scopus 로고
    • Ordinal-level classification of sub-pixel tropical forest cover
    • Foody, G. M. (1994) Ordinal-level classification of sub-pixel tropical forest cover. Photogrammetric Engineering and Remote Sensing, 60, pp. 61-65.
    • (1994) Photogrammetric Engineering and Remote Sensing , vol.60 , pp. 61-65
    • Foody, G.M.1
  • 26
    • 0028982899 scopus 로고
    • Cross-entropy for the evaluation of the accuracy of a fuzzy land cover classification with fuzzy ground truth
    • Foody, G. M. (1995) Cross-entropy for the evaluation of the accuracy of a fuzzy land cover classification with fuzzy ground truth. ISPRS Journal of Photogrammetry and Remote Sensing, 50, pp. 2-12.
    • (1995) ISPRS Journal of Photogrammetry and Remote Sensing , vol.50 , pp. 2-12
    • Foody, G.M.1
  • 27
    • 0030135691 scopus 로고    scopus 로고
    • Approaches for the production and evaluation of fuzzy land cover classification from remotely-sensed data
    • Foody, G. M. (1996) Approaches for the production and evaluation of fuzzy land cover classification from remotely-sensed data. International Journal of Remote Sensing, 17, pp. 1317-1340.
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 1317-1340
    • Foody, G.M.1
  • 28
    • 0034010010 scopus 로고    scopus 로고
    • Estimation of sub-pixel land cover composition in the presence of untrained classes
    • Foody, G. M. (2000) Estimation of sub-pixel land cover composition in the presence of untrained classes. Computers and Geosciences, 26, pp. 469-478.
    • (2000) Computers and Geosciences , vol.26 , pp. 469-478
    • Foody, G.M.1
  • 29
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody, G. M. (2002) Status of land cover classification accuracy assessment. Remote Sensing of Environment, 80, pp. 185-201.
    • (2002) Remote Sensing of Environment , vol.80 , pp. 185-201
    • Foody, G.M.1
  • 30
    • 0028184024 scopus 로고
    • Sub-pixel land-cover composition estimation using a linear mixture model and fuzzy membership functions
    • Foody, G. M. and Cox, D. P. (1994) Sub-pixel land-cover composition estimation using a linear mixture model and fuzzy membership functions. International Journal of Remote Sensing, 15, pp. 619-630.
    • (1994) International Journal of Remote Sensing , vol.15 , pp. 619-630
    • Foody, G.M.1    Cox, D.P.2
  • 31
    • 0030456229 scopus 로고    scopus 로고
    • Representation of ecological trends in remotely sensed data: Relating the probability of class membership to canopy composition and vegetation ordination
    • Foody, G. M. and Trodd, N. M. (1996) Representation of ecological trends in remotely sensed data: Relating the probability of class membership to canopy composition and vegetation ordination. Geocarto International, 11, pp. 3-11.
    • (1996) Geocarto International , vol.11 , pp. 3-11
    • Foody, G.M.1    Trodd, N.M.2
  • 33
    • 0033739050 scopus 로고    scopus 로고
    • A comparison of cluster validity criteria for a mixture of normal distributed data
    • Geva, A. B. and Steinberg, Y. and Bruckmair, S. and Nahum, G. (2000) A comparison of cluster validity criteria for a mixture of normal distributed data. Pattern Recognition Letters, 21, pp. 511-529.
    • (2000) Pattern Recognition Letters , vol.21 , pp. 511-529
    • Geva, A.B.1    Steinberg, Y.2    Bruckmair, S.3    Nahum, G.4
  • 34
    • 0028167349 scopus 로고
    • Theory and methods for accuracy assessment of thematic maps using fuzzy sets
    • Gopal, S. and Woodcock, C. (1994) Theory and methods for accuracy assessment of thematic maps using fuzzy sets. Photogrammetric Engineering and Remote Sensing, 60, pp. 181-188.
    • (1994) Photogrammetric Engineering and Remote Sensing , vol.60 , pp. 181-188
    • Gopal, S.1    Woodcock, C.2
  • 35
    • 0018057468 scopus 로고
    • Fuzzy clustering with a fuzzy covariance matrix
    • San Diego, California, January 10-12, New York. IEEE
    • Gustafson, D. E. and Kessel, W. (1979) Fuzzy clustering with a fuzzy covariance matrix. Proceedings IEEE-CDC, pp. 761-766. San Diego, California, January 10-12, New York. IEEE
    • (1979) Proceedings IEEE-CDC , pp. 761-766
    • Gustafson, D.E.1    Kessel, W.2
  • 36
    • 0032321398 scopus 로고    scopus 로고
    • Textural analysis of historical aerial photography to characterize woody plant encroachment in South African savanna
    • Hudak, A. T. and Wessman, C. A. (1998) Textural analysis of historical aerial photography to characterize woody plant encroachment in South African savanna. Remote Sensing of Environment, 66, pp. 317-330.
    • (1998) Remote Sensing of Environment , vol.66 , pp. 317-330
    • Hudak, A.T.1    Wessman, C.A.2
  • 38
    • 0032826681 scopus 로고    scopus 로고
    • Studying long-term vegetation dynamics using digital processing of historical aerial photographs
    • Kadmon, R. and Harari-Kremer, R. (1999) Studying long-term vegetation dynamics using digital processing of historical aerial photographs. Remote Sensing of Environment, 68, pp. 164-174.
    • (1999) Remote Sensing of Environment , vol.68 , pp. 164-174
    • Kadmon, R.1    Harari-Kremer, R.2
  • 39
    • 0031222047 scopus 로고    scopus 로고
    • Variance estimates and confidence intervals for the kappa measure of classification accuracy
    • Kalkhan, M. A. and Reich, R. L. and Czaplewski, R. L. (1997) Variance estimates and confidence intervals for the kappa measure of classification accuracy. Canadian Journal of Remote Sensing, 23, pp. 246-252.
    • (1997) Canadian Journal of Remote Sensing , vol.23 , pp. 246-252
    • Kalkhan, M.A.1    Reich, R.L.2    Czaplewski, R.L.3
  • 40
    • 0035841398 scopus 로고    scopus 로고
    • A generalized confusion matrix for assessing area estimates from remotely sensed data
    • Lewis, H. G. and Brown, M. (2001) A generalized confusion matrix for assessing area estimates from remotely sensed data. International Journal of Remote Sensing, 22, pp. 3223-3235.
    • (2001) International Journal of Remote Sensing , vol.22 , pp. 3223-3235
    • Lewis, H.G.1    Brown, M.2
  • 42
    • 0003700271 scopus 로고
    • New York: Longman Scientific and Technical
    • Lo, C. P. (1986). In Applied Remote Sensing. New York: Longman Scientific and Technical.
    • (1986) Applied Remote Sensing
    • Lo, C.P.1
  • 45
    • 0029728880 scopus 로고    scopus 로고
    • Fuzzy classification of spatially degraded Thematic Mapper data for the estimation of sub-pixel components
    • Maselli, F. and Rodolf, A. and Conese, C. (1996) Fuzzy classification of spatially degraded Thematic Mapper data for the estimation of sub-pixel components. International Journal of Remote Sensing, 17, pp. 537-551.
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 537-551
    • Maselli, F.1    Rodolf, A.2    Conese, C.3
  • 49
    • 0029360028 scopus 로고
    • On cluster validity for the fuzzy c-means model
    • Pal, N. R. and Bezdek, J. C. (1995) On cluster validity for the fuzzy c-means model. IEEE Transactions on Fuzzy Systems, 3, pp. 370-379.
    • (1995) IEEE Transactions on Fuzzy Systems , vol.3 , pp. 370-379
    • Pal, N.R.1    Bezdek, J.C.2
  • 50
    • 85008065097 scopus 로고    scopus 로고
    • Correction to 'On cluster validity for the fuzzy c-means model'
    • Pal, N. R. and Bezdek, J. C. (1997) Correction to 'On cluster validity for the fuzzy c-means model'. IEEE Transactions on Fuzzy Systems, 5, pp. 152-153.
    • (1997) IEEE Transactions on Fuzzy Systems , vol.5 , pp. 152-153
    • Pal, N.R.1    Bezdek, J.C.2
  • 51
    • 0030292129 scopus 로고    scopus 로고
    • On the estimation of spatial-spectral mixing with classifier likelihood functions
    • Schowengerdt, R. A. (1996) On the estimation of spatial-spectral mixing with classifier likelihood functions. Pattern Recognition Letters, 17, pp. 1379-1387.
    • (1996) Pattern Recognition Letters , vol.17 , pp. 1379-1387
    • Schowengerdt, R.A.1
  • 52
    • 4143137776 scopus 로고    scopus 로고
    • Accuracy assessment of spatial information
    • London: Kluwer Academic Publishers
    • Skidmore, A. K. (1999) Accuracy assessment of spatial information. In In Spatial Statistics for Remote Sensing. London: Kluwer Academic Publishers.
    • (1999) Spatial Statistics for Remote Sensing
    • Skidmore, A.K.1
  • 53
    • 0033586922 scopus 로고    scopus 로고
    • Quality assessment of image classification algorithms for land-cover mapping: A review and a proposal for a cost-based approach
    • Smits, P. C. and Dellepiane, S. G. and Schowengerdt, R. A. (1999) Quality assessment of image classification algorithms for land-cover mapping: A review and a proposal for a cost-based approach. International Journal of Remote Sensing, 20, pp. 1461-1486.
    • (1999) International Journal of Remote Sensing , vol.20 , pp. 1461-1486
    • Smits, P.C.1    Dellepiane, S.G.2    Schowengerdt, R.A.3
  • 54
    • 0344654801 scopus 로고    scopus 로고
    • Estimation and mapping of misclassification probabilities for thematic land cover maps
    • Steele, B. M. and Winne, J. C. and Redmond, R. L. (1998) Estimation and mapping of misclassification probabilities for thematic land cover maps. Remote Sensing of Environment, 66, pp. 192-202.
    • (1998) Remote Sensing of Environment , vol.66 , pp. 192-202
    • Steele, B.M.1    Winne, J.C.2    Redmond, R.L.3
  • 55
    • 0031171685 scopus 로고    scopus 로고
    • Estimating standard errors of accuracy assessment statistics under cluster sampling
    • Stehman, S. V. (1997a) Estimating standard errors of accuracy assessment statistics under cluster sampling. Remote Sensing of Environment, 60, pp. 258-269.
    • (1997) Remote Sensing of Environment , vol.60 , pp. 258-269
    • Stehman, S.V.1
  • 56
    • 0031255580 scopus 로고    scopus 로고
    • Selecting and interpreting measures of thematic classification accuracy
    • Stehman, S. V. (1997b) Selecting and interpreting measures of thematic classification accuracy. Remote Sensing of Environment, 62, pp. 77-89.
    • (1997) Remote Sensing of Environment , vol.62 , pp. 77-89
    • Stehman, S.V.1
  • 57
    • 0032084126 scopus 로고    scopus 로고
    • Design and analysis for thematic map accuracy assessment; fundamental principles
    • Stehman, S. V. and Czaplewski, R. L. (1998) Design and analysis for thematic map accuracy assessment; fundamental principles. Remote Sensing of Environment, 64, pp. 331-344.
    • (1998) Remote Sensing of Environment , vol.64 , pp. 331-344
    • Stehman, S.V.1    Czaplewski, R.L.2
  • 59
    • 0030303809 scopus 로고    scopus 로고
    • Rapid assessment of tropical rain forest successional status using aerial photographs
    • Turner, I. M. and Wong, Y. K. and Chew, P. T. and Ibrahim, A. (1996) Rapid assessment of tropical rain forest successional status using aerial photographs. Biological Conservation, 77, pp. 177-178.
    • (1996) Biological Conservation , vol.77 , pp. 177-178
    • Turner, I.M.1    Wong, Y.K.2    Chew, P.T.3    Ibrahim, A.4
  • 60
    • 0025247353 scopus 로고
    • Spatial and temporal analysis of landscape patterns
    • Turner, M. G. (1990) Spatial and temporal analysis of landscape patterns. Landscape Ecology, 4, pp. 21-30.
    • (1990) Landscape Ecology , vol.4 , pp. 21-30
    • Turner, M.G.1
  • 61
    • 78650714976 scopus 로고    scopus 로고
    • A SAS macro for computing bootstrapped confidence intervals about a kappa coefficient
    • San Diego, California, March 16-19
    • Vierkant, R. A. (1997) A SAS macro for computing bootstrapped confidence intervals about a kappa coefficient. In 22nd Annual SAS Users Group International Conference San Diego, California, March 16-19
    • (1997) 22nd Annual SAS Users Group International Conference
    • Vierkant, R.A.1
  • 62
    • 0025402179 scopus 로고
    • Fuzzy supervised classification of remotely sensed images
    • Wang, F. (1990a) Fuzzy supervised classification of remotely sensed images. IEEE Transactions on Geoscience and Remote Sensing, 28, pp. 194-201.
    • (1990) IEEE Transactions on Geoscience and Remote Sensing , vol.28 , pp. 194-201
    • Wang, F.1
  • 63
    • 0025468383 scopus 로고
    • Improving remote sensing image analysis through fuzzy information representation
    • Wang, F. (1990b) Improving remote sensing image analysis through fuzzy information representation. Photogrammetric Engineering and Remote Sensing, 56, pp. 1163-1169.
    • (1990) Photogrammetric Engineering and Remote Sensing , vol.56 , pp. 1163-1169
    • Wang, F.1
  • 65
    • 0036779072 scopus 로고    scopus 로고
    • Alternative c-means clustering algorithms
    • Wu, K.-L. and Yang, M.-S. (2002) Alternative c-means clustering algorithms. Pattern Recognition, 35, pp. 2267-2278.
    • (2002) Pattern Recognition , vol.35 , pp. 2267-2278
    • Wu, K.-L.1    Yang, M.-S.2
  • 66
    • 0346778567 scopus 로고    scopus 로고
    • Fuzzy clustering algorithms for mixed feature variables
    • Yang, M.-S. and Hwang, P.-Y. and Chen, D.-H. (2003) Fuzzy clustering algorithms for mixed feature variables. Fuzzy Sets and Systems, 141, pp. 301-317.
    • (2003) Fuzzy Sets and Systems , vol.141 , pp. 301-317
    • Yang, M.-S.1    Hwang, P.-Y.2    Chen, D.-H.3
  • 67
    • 0032100835 scopus 로고    scopus 로고
    • On the ground estimation of vegetation cover in Australian rangelands
    • Zhou, Q. and Robson, M. and Pilesjo, P. (1998) On the ground estimation of vegetation cover in Australian rangelands. International Journal of Remote Sensing, 19, pp. 1815-1820.
    • (1998) International Journal of Remote Sensing , vol.19 , pp. 1815-1820
    • Zhou, Q.1    Robson, M.2    Pilesjo, P.3


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