메뉴 건너뛰기




Volumn 63, Issue 1, 1999, Pages 142-150

Delineation of soil variability using geostatistics and fuzzy clustering analyses of hyperspectral data

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; FUZZY SETS; GEOGRAPHIC INFORMATION SYSTEMS; INTERPOLATION; LAND USE; MAPPING; MATHEMATICAL MODELS; REMOTE SENSING; SPECTROMETERS; STATISTICAL METHODS; VEGETATION;

EID: 0032964822     PISSN: 03615995     EISSN: None     Source Type: Journal    
DOI: 10.2136/sssaj1999.03615995006300010021x     Document Type: Article
Times cited : (47)

References (33)
  • 1
    • 0028980239 scopus 로고
    • Classification of multispectral images based on fractions of endmembers: Application to land-cover change in the Brazilian Amazon
    • Adams, J.B., D.E. Sabol, V. Kapos, R.A. Filho, D.A. Roberts, M.O. Smith, and A.R. Gillespie. 1995. Classification of multispectral images based on fractions of endmembers: application to land-cover change in the Brazilian Amazon. Remote Sens. Environ. 52:137-154.
    • (1995) Remote Sens. Environ. , vol.52 , pp. 137-154
    • Adams, J.B.1    Sabol, D.E.2    Kapos, V.3    Filho, R.A.4    Roberts, D.A.5    Smith, M.O.6    Gillespie, A.R.7
  • 3
    • 0021583718 scopus 로고
    • FCM: The fuzzy c-means clustering algorithm
    • Bezdek, J.M., R. Ehrich, and W.E. Full. 1984. FCM: the fuzzy c-means clustering algorithm. Comput. Geosci. 10:191-203.
    • (1984) Comput. Geosci. , vol.10 , pp. 191-203
    • Bezdek, J.M.1    Ehrich, R.2    Full, W.E.3
  • 4
    • 0028742731 scopus 로고
    • Geometric mixture analysis of imaging spectrometry data
    • T.I. Stein (ed.) Pasadena, CA. 8-12 Aug. 1994, IEEE, New York
    • Boardman, J.W. 1994. Geometric mixture analysis of imaging spectrometry data. p. 2369-2371. In T.I. Stein (ed.) Proc. IEEE Intl. Geosci, and Remote Sens. Sympos. Pasadena, CA. 8-12 Aug. 1994, IEEE, New York.
    • (1994) Proc. IEEE Intl. Geosci, and Remote Sens. Sympos. , pp. 2369-2371
    • Boardman, J.W.1
  • 5
    • 0018921952 scopus 로고
    • Optimal interpolation and isarithmic mapping of soil properties. I. The semi-variogram and punctual kriging
    • Burgess, T.M., and R. Webster. 1980a. Optimal interpolation and isarithmic mapping of soil properties. I. The semi-variogram and punctual kriging. J. Soil Sci. 31:315-331.
    • (1980) J. Soil Sci. , vol.31 , pp. 315-331
    • Burgess, T.M.1    Webster, R.2
  • 6
    • 0018921134 scopus 로고
    • Optimal interpolation and isarithmic mapping of soil properties. II. Block kriging
    • Burgess, T.M., and R. Webster. 1980b. Optimal interpolation and isarithmic mapping of soil properties. II. Block kriging, J. Soil Sci. 31:333-341.
    • (1980) J. Soil Sci. , vol.31 , pp. 333-341
    • Burgess, T.M.1    Webster, R.2
  • 7
    • 0019841388 scopus 로고
    • Optimal interpolation and isarithmic mapping of soil properties. IV. Sampling strategy
    • Burgess, T.M., R. Webster, and A.B. McBratney. 1981. Optimal interpolation and isarithmic mapping of soil properties. IV. Sampling strategy. J. Soil Sci. 32:643-659.
    • (1981) J. Soil Sci. , vol.32 , pp. 643-659
    • Burgess, T.M.1    Webster, R.2    McBratney, A.B.3
  • 8
    • 0024823719 scopus 로고
    • Fuzzy mathematical methods for soil survey and land evaluation
    • Burrough, P.A. 1989. Fuzzy mathematical methods for soil survey and land evaluation. J. Soil Sci. 40:477-492.
    • (1989) J. Soil Sci. , vol.40 , pp. 477-492
    • Burrough, P.A.1
  • 9
    • 0026307842 scopus 로고
    • Soil information system
    • D.J. Maguire et al. (ed.) Longman Scientific and Technical. London
    • Burrough, P.A. 1991. Soil information system. p. 153-169. In D.J. Maguire et al. (ed.) Geographical information systems: Principles and applications. Vol. I. Longman Scientific and Technical. London.
    • (1991) Geographical Information Systems: Principles and Applications , vol.1 , pp. 153-169
    • Burrough, P.A.1
  • 10
    • 0027039850 scopus 로고
    • Fuzzy classification methods for determining land suitability from soil profile observations and topography
    • Burrough, P.A., R.A. MacMillan, and W. Van Deursen. 1992. Fuzzy classification methods for determining land suitability from soil profile observations and topography. J. Soil Sci. 43:193-210.
    • (1992) J. Soil Sci. , vol.43 , pp. 193-210
    • Burrough, P.A.1    MacMillan, R.A.2    Van Deursen, W.3
  • 11
    • 0003639315 scopus 로고
    • Univ. of Colorado, Boulder
    • Center for the Study of Earth from Space (CSES) and Cooperative Institute for Research in Environmental Sciences (CIRES). 1992. Atmosphere REMoval Program (ATREM) User's Guide. Univ. of Colorado, Boulder.
    • (1992) Atmosphere REMoval Program (ATREM) User's Guide
  • 12
    • 0028602544 scopus 로고
    • A land evaluation project in Greece using GIS and based on boolean and fuzzy set methodologies
    • Davidson, D.A., S.P. Theocharopoulos, and R.J. Bloksma. 1994. A land evaluation project in Greece using GIS and based on boolean and fuzzy set methodologies. Int. J. Geo. Info. Sys. 8:369-384.
    • (1994) Int. J. Geo. Info. Sys. , vol.8 , pp. 369-384
    • Davidson, D.A.1    Theocharopoulos, S.P.2    Bloksma, R.J.3
  • 13
    • 0024799594 scopus 로고
    • Use of geostatistics in designing sampling strategies for soil survey
    • Di, H.J., B.B. Trangmar, and R.A. Kemp. 1989. Use of geostatistics in designing sampling strategies for soil survey. Soil Sci. Soc. Am. J. 53:1163-1167.
    • (1989) Soil Sci. Soc. Am. J. , vol.53 , pp. 1163-1167
    • Di, H.J.1    Trangmar, B.B.2    Kemp, R.A.3
  • 14
    • 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 Sens. Environ. 34:121-132.
    • (1990) Remote Sens. Environ. , vol.34 , pp. 121-132
    • Fisher, P.F.1    Pathirana, S.2
  • 15
    • 0345628471 scopus 로고
    • The nature of soil data in GIS - Error or uncertainty
    • R.T. Aangeenbrug and Y.M. Schiffman (ed.) Arlington, VA. 15-18 Nov. 1987. NASA, Washington, DC
    • Fisher, P.F. 1987. The nature of soil data in GIS - Error or uncertainty. Vol. 3. p. 307-318. In R.T. Aangeenbrug and Y.M. Schiffman (ed.) Proc. Intl. Gco. Info. Sys. Sympos.: The research agenda. Arlington, VA. 15-18 Nov. 1987. NASA, Washington, DC.
    • (1987) Proc. Intl. Gco. Info. Sys. Sympos.: The Research Agenda , vol.3 , pp. 307-318
    • Fisher, P.F.1
  • 16
    • 34250242377 scopus 로고
    • Extended qmodel-objective definition of external endmembers in the analysis of mixtures
    • Full, W.E., R. Ehrlich, and J.E. Klovan. 1981. Extended Qmodel-objective definition of external endmembers in the analysis of mixtures. Math. Geol. 13:331-344.
    • (1981) Math. Geol. , vol.13 , pp. 331-344
    • Full, W.E.1    Ehrlich, R.2    Klovan, J.E.3
  • 17
    • 0028467206 scopus 로고
    • Hyperspectral image classification and dimensionality reduction: An orthogonal subspace projection approach
    • Harsanyi, J.C., and C.-I. Chang. 1994. Hyperspectral image classification and dimensionality reduction: An orthogonal subspace projection approach. IEEE Trans. Geosci. Remote Sens. 32:779-785.
    • (1994) IEEE Trans. Geosci. Remote Sens. , vol.32 , pp. 779-785
    • Harsanyi, J.C.1    Chang, C.-I.2
  • 18
    • 0027788853 scopus 로고
    • Linear mixing model applied to coarse spatial resolution data from multispectral satellite sensors
    • Holben, B.N., and Y.E. Shimabukuro. 1993. Linear mixing model applied to coarse spatial resolution data from multispectral satellite sensors. Int. J. Remote Sens. 14:2231-2240.
    • (1993) Int. J. Remote Sens. , vol.14 , pp. 2231-2240
    • Holben, B.N.1    Shimabukuro, Y.E.2
  • 19
    • 0022926549 scopus 로고
    • Separation of soil-plant spectral mixtures by factor analysis
    • Huete, A.R. 1986. Separation of soil-plant spectral mixtures by factor analysis. Remote Sens. Environ. 19:237-251.
    • (1986) Remote Sens. Environ. , vol.19 , pp. 237-251
    • Huete, A.R.1
  • 22
    • 0028741338 scopus 로고
    • Small class classification for hyperspectral remote sensing data
    • T.I. Stein (ed.) Pasadena, CA. 8-12 Aug. 1994. IEEE, New York
    • Jia, X., and J.A. Richards. 1994. Small class classification for hyperspectral remote sensing data. p. 1148-1150. In T.I. Stein (ed.) Proc. Intl. Geosci. Remote Sens. Sympos. Pasadena, CA. 8-12 Aug. 1994. IEEE, New York.
    • (1994) Proc. Intl. Geosci. Remote Sens. Sympos. , pp. 1148-1150
    • Jia, X.1    Richards, J.A.2
  • 23
    • 0028732706 scopus 로고
    • High dimensional feature reduction via projection pursuit
    • T.I. Stein (ed.) Pasadena, CA. 8-12 Aug. 1994. IEEE, New York
    • Jimenez, L., and D.A. Landgrebe. 1994. High dimensional feature reduction via projection pursuit. p. 1145-1147. In T.I. Stein (ed.) Proc. Intl. Geosci. Remote Sens. Sympos. Pasadena, CA. 8-12 Aug. 1994. IEEE, New York.
    • (1994) Proc. Intl. Geosci. Remote Sens. Sympos. , pp. 1145-1147
    • Jimenez, L.1    Landgrebe, D.A.2
  • 24
    • 0024901577 scopus 로고
    • Cloud classification from satellite data using a fuzzy sets algorithm: A polar example
    • Key, J.R., J.A. Maslanik, and R.G. Barry. 1989. Cloud classification from satellite data using a fuzzy sets algorithm: A polar example. Int. J. Remote Sens. 10:1823-1842.
    • (1989) Int. J. Remote Sens. , vol.10 , pp. 1823-1842
    • Key, J.R.1    Maslanik, J.A.2    Barry, R.G.3
  • 25
    • 0001561629 scopus 로고
    • Determination of the number of factors and experimental error in a data matrix
    • Malinowski, E.R. 1977. Determination of the number of factors and experimental error in a data matrix. Anal. Chem. 49:612-617.
    • (1977) Anal. Chem. , vol.49 , pp. 612-617
    • Malinowski, E.R.1
  • 26
    • 0027047710 scopus 로고
    • Soil pattern recognition with fuzzy-c-means: Applications to classification and soil-landform interrelationships
    • Odeh, I.O.A., A.B. McBratney, and D.J. Chittleborough. 1992a. Soil pattern recognition with fuzzy-c-means: Applications to classification and soil-landform interrelationships. Soil Sci. Soc. Am. J. 56:505-516.
    • (1992) Soil Sci. Soc. Am. J. , vol.56 , pp. 505-516
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 27
    • 0027071039 scopus 로고
    • Fuzzy-c-means and kriging for mapping soil as a continuous system
    • Odeh, I.O.A., A.B. McBratney, and D.J. Chittleborough. 1992b. Fuzzy-c-means and kriging for mapping soil as a continuous system. Soil Soc. Am. J. 56:1848-1854.
    • (1992) Soil Soc. Am. J. , vol.56 , pp. 1848-1854
    • Odeh, I.O.A.1    McBratney, A.B.2    Chittleborough, D.J.3
  • 28
    • 0027334540 scopus 로고
    • Linear mixing and the estimation of ground cover proportions
    • Settle, J.J., and N.A. Drake. 1993. Linear mixing and the estimation of ground cover proportions. Int. J. Remote Sens. 14:1159-1177.
    • (1993) Int. J. Remote Sens. , vol.14 , pp. 1159-1177
    • Settle, J.J.1    Drake, N.A.2
  • 29
    • 0028499630 scopus 로고
    • The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon
    • Shahshahani, B.M., and D.A. Landgrebe. 1994. The effect of unlabeled samples in reducing the small sample size problem and mitigating the Hughes phenomenon. IEEE Trans. Geosci. Remote Sens. 32:1087-1095.
    • (1994) IEEE Trans. Geosci. Remote Sens. , vol.32 , pp. 1087-1095
    • Shahshahani, B.M.1    Landgrebe, D.A.2
  • 33
    • 0028739325 scopus 로고
    • A knowledge-based approach to data integration for soil mapping
    • Zhu, A.X., and L.E. Band. 1994. A knowledge-based approach to data integration for soil mapping. Can. J. Remote Sens. 20:408-418.
    • (1994) Can. J. Remote Sens. , vol.20 , pp. 408-418
    • Zhu, A.X.1    Band, L.E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.