메뉴 건너뛰기




Volumn 133, Issue , 2013, Pages 62-70

A spatially adaptive spectral mixture analysis for mapping subpixel urban impervious surface distribution

Author keywords

Endmember extraction; Endmember variability; Spectral mixture analysis; Urban land cover; V I S model

Indexed keywords

CLASSIFICATION TREE METHOD; ENDMEMBER EXTRACTION; ENDMEMBER SELECTION; ENDMEMBER VARIABILITIES; ENDMEMBERS; HIGH PRECISION; IMPERVIOUS SURFACE; LAND COVER; LOCAL SEARCH; MEAN ABSOLUTE ERROR; OPTIMAL RESULTS; ROOT MEAN SQUARE ERRORS; SPATIAL INFORMATIONS; SPATIALLY ADAPTIVE; SPECTRAL MIXTURE ANALYSIS; SUB PIXELS; SUBPIXEL LEVELS; SYNTHETIC SPECTRA; URBAN ENVIRONMENTS; URBAN IMPERVIOUS SURFACES; URBAN LAND COVER; WITHIN CLASS;

EID: 84874733862     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2013.02.005     Document Type: Article
Times cited : (154)

References (62)
  • 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., Sabol D.E., Kapos V., Almeida Filho R., Roberts D.A., Smith M.O. Classification of multispectral images based on fractions of endmembers: Application to land-cover change in the Brazilian Amazon. Remote Sensing of Environment 1995, 52:137-154.
    • (1995) Remote Sensing of Environment , vol.52 , pp. 137-154
    • Adams, J.B.1    Sabol, D.E.2    Kapos, V.3    Almeida Filho, R.4    Roberts, D.A.5    Smith, M.O.6
  • 4
    • 0036378759 scopus 로고    scopus 로고
    • Spectral unmixing of vegetation, soil, and dry carboncover in arid regions: Comparing multispectral and hyperspectral observations
    • Asner G.P., Heidebrecht K.B. Spectral unmixing of vegetation, soil, and dry carboncover in arid regions: Comparing multispectral and hyperspectral observations. International Journal of Remote Sensing 2002, 23:3939-3958.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 3939-3958
    • Asner, G.P.1    Heidebrecht, K.B.2
  • 5
    • 0442314406 scopus 로고    scopus 로고
    • Scale dependence of biophysical structure in deforested areas bordering the Tapajo's National Forest, Central Amazon
    • Asner G.P., Keller M., Pereira R., Zweede J.C., Silva J.N.M. Scale dependence of biophysical structure in deforested areas bordering the Tapajo's National Forest, Central Amazon. Remote Sensing of Environment 2003, 87:507-520.
    • (2003) Remote Sensing of Environment , vol.87 , pp. 507-520
    • Asner, G.P.1    Keller, M.2    Pereira, R.3    Zweede, J.C.4    Silva, J.N.M.5
  • 6
    • 0034307119 scopus 로고    scopus 로고
    • A biogeophysical approach for automated SWIR unmixing of soils and vegetation
    • Asner G.P., Lobell D.B. A biogeophysical approach for automated SWIR unmixing of soils and vegetation. Remote Sensing of Environment 2000, 74:99-112.
    • (2000) Remote Sensing of Environment , vol.74 , pp. 99-112
    • Asner, G.P.1    Lobell, D.B.2
  • 7
    • 0033890553 scopus 로고    scopus 로고
    • Endmember bundles: A new approach to incorporating endmember variability into spectral mixture analysis
    • Bateson C.A., Asner G.P., Wessman C.A. Endmember bundles: A new approach to incorporating endmember variability into spectral mixture analysis. IEEE Transactions on Geoscience and Remote Sensing 2000, 38:1083-1094.
    • (2000) IEEE Transactions on Geoscience and Remote Sensing , vol.38 , pp. 1083-1094
    • Bateson, C.A.1    Asner, G.P.2    Wessman, C.A.3
  • 8
    • 0029753233 scopus 로고    scopus 로고
    • A method for manual endmember selection and spectral unmixing
    • Bateson A., Curtiss B. A method for manual endmember selection and spectral unmixing. Remote Sensing of Environment 1996, 55:229-243.
    • (1996) Remote Sensing of Environment , vol.55 , pp. 229-243
    • Bateson, A.1    Curtiss, B.2
  • 9
    • 0026309988 scopus 로고
    • Estimation of soil properties and wheat yields on complex eroded hills using geostatistics and thematic mapper images
    • Bhatti A.U., Mulla D.J., Frasier B.E. Estimation of soil properties and wheat yields on complex eroded hills using geostatistics and thematic mapper images. Remote Sensing of Environment 1991, 37:181-191.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 181-191
    • Bhatti, A.U.1    Mulla, D.J.2    Frasier, B.E.3
  • 12
    • 0023823097 scopus 로고
    • The semivariogram in remote sensing: An introduction
    • Curran P. The semivariogram in remote sensing: An introduction. Remote Sensing of Environment 1988, 24:493-507.
    • (1988) Remote Sensing of Environment , vol.24 , pp. 493-507
    • Curran, P.1
  • 13
    • 84867025669 scopus 로고    scopus 로고
    • BCI: A biophysical composition index for remote sensing of urban environments
    • Deng C., Wu C. BCI: A biophysical composition index for remote sensing of urban environments. Remote Sensing of Environment 2012, 127:247-259.
    • (2012) Remote Sensing of Environment , vol.127 , pp. 247-259
    • Deng, C.1    Wu, C.2
  • 14
    • 5044220344 scopus 로고    scopus 로고
    • A comparison of error metrics and constraints for multiple endmember spectral mixture analysis and spectral angle mapper
    • Dennison P.E., Halligan K., Roberts D.A. A comparison of error metrics and constraints for multiple endmember spectral mixture analysis and spectral angle mapper. Remote Sensing of Environment 2004, 93:359-367.
    • (2004) Remote Sensing of Environment , vol.93 , pp. 359-367
    • Dennison, P.E.1    Halligan, K.2    Roberts, D.A.3
  • 15
    • 2942522160 scopus 로고    scopus 로고
    • Endmember selection for multiple endmember spectral mixture analysis using endmember average RSME
    • Dennison P.E., Roberts D.A. Endmember selection for multiple endmember spectral mixture analysis using endmember average RSME. Remote Sensing of Environment 2003, 87:123-135.
    • (2003) Remote Sensing of Environment , vol.87 , pp. 123-135
    • Dennison, P.E.1    Roberts, D.A.2
  • 16
    • 67349090017 scopus 로고    scopus 로고
    • Hierarchical multiple endmember spectral mixture analysis (MESMA) of hyperspectral imagery for urban environments
    • Franke J., Roberts D.A., Halligan K., Menz G. Hierarchical multiple endmember spectral mixture analysis (MESMA) of hyperspectral imagery for urban environments. Remote Sensing of Environment 2009, 113:1712-1723.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 1712-1723
    • Franke, J.1    Roberts, D.A.2    Halligan, K.3    Menz, G.4
  • 17
    • 0028467206 scopus 로고
    • Hyperspectral image classification and dimensionality reduction: An orthogonal subspace projection
    • Harsanyi J.C., Chang C.-I. Hyperspectral image classification and dimensionality reduction: An orthogonal subspace projection. IEEE Transactions on Geoscience and Remote Sensing 1994, 32(4):779-785.
    • (1994) IEEE Transactions on Geoscience and Remote Sensing , vol.32 , Issue.4 , pp. 779-785
    • Harsanyi, J.C.1    Chang, C.-I.2
  • 18
    • 0027692953 scopus 로고
    • Detecting change in grasslands using measures of spatial dependence with Landsat TM data
    • Henebry G.M. Detecting change in grasslands using measures of spatial dependence with Landsat TM data. Remote Sensing of Environment 1993, 46:223-234.
    • (1993) Remote Sensing of Environment , vol.46 , pp. 223-234
    • Henebry, G.M.1
  • 19
    • 67849114029 scopus 로고    scopus 로고
    • Estimating impervious surfaces from medium spatial resolution imagery using the self-organizing map and multi-layer perceptron neural networks
    • Hu X., Weng Q. Estimating impervious surfaces from medium spatial resolution imagery using the self-organizing map and multi-layer perceptron neural networks. Remote Sensing of Environment 2009, 113:2089-2102.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 2089-2102
    • Hu, X.1    Weng, Q.2
  • 20
    • 0037140239 scopus 로고    scopus 로고
    • Derivation of a tasseled cap transformation based on Landsat 7 at-satellite reflectance
    • Huang C., Wylie B., Yang L., Homer C., Zylstra G. Derivation of a tasseled cap transformation based on Landsat 7 at-satellite reflectance. International Journal of Remote Sensing 2002, 23(8):1741-1748.
    • (2002) International Journal of Remote Sensing , vol.23 , Issue.8 , pp. 1741-1748
    • Huang, C.1    Wylie, B.2    Yang, L.3    Homer, C.4    Zylstra, G.5
  • 21
    • 1842599743 scopus 로고    scopus 로고
    • Landsat 7 Science Data Users Handbook
    • National Aeronautics and Space Administration
    • Irish R.R. Landsat 7 Science Data Users Handbook. Report 430-15-01-003-0 2000, National Aeronautics and Space Administration, (http://landsathandbook.gsfc.nasa.gov/pdfs/Landsat7_Handbook.pdf).
    • (2000) Report 430-15-01-003-0
    • Irish, R.R.1
  • 22
    • 0003006176 scopus 로고
    • Landsat MSS and TM post-calibration dynamic ranges, exoatmospheric reflectances and at-satellite temperatures
    • Markham B.L., Barker J.L. Landsat MSS and TM post-calibration dynamic ranges, exoatmospheric reflectances and at-satellite temperatures. EOSAT Landsat technical notes, no. 1 1986.
    • (1986) EOSAT Landsat technical notes, no. 1
    • Markham, B.L.1    Barker, J.L.2
  • 23
    • 33847733865 scopus 로고    scopus 로고
    • Endmember extraction from highly mixed data using minimum volume constrained nonnegative matrix factorization
    • Miao L., Qi H. Endmember extraction from highly mixed data using minimum volume constrained nonnegative matrix factorization. IEEE Transactions on Geoscience and Remote Sensing 2007, 45:765-777.
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , pp. 765-777
    • Miao, L.1    Qi, H.2
  • 24
    • 0000187025 scopus 로고
    • Quantitative abundance estimates from bidirectional reflectance measurements
    • Mustard J.F., Pieters C.M. Quantitative abundance estimates from bidirectional reflectance measurements. Journal of Geophysical Research 1987, 92:617-626.
    • (1987) Journal of Geophysical Research , vol.92 , pp. 617-626
    • Mustard, J.F.1    Pieters, C.M.2
  • 25
    • 0024940581 scopus 로고
    • Photometric phase functions of common geologic minerals and applications to quantitative-analysis of mineral mixture reflectance spectra
    • Mustard J.F., Pieters C.M. Photometric phase functions of common geologic minerals and applications to quantitative-analysis of mineral mixture reflectance spectra. Journal of Geophysical Research 1989, 10:13619-13634.
    • (1989) Journal of Geophysical Research , vol.10 , pp. 13619-13634
    • Mustard, J.F.1    Pieters, C.M.2
  • 27
    • 0001653435 scopus 로고
    • Spectral reflectance systematics for mixtures of powdered hypersthene, labradorite, and ilmenite
    • Nash D.B., Conel J.E. Spectral reflectance systematics for mixtures of powdered hypersthene, labradorite, and ilmenite. Journal of Geophysical Research 1974, 79:1615-1621.
    • (1974) Journal of Geophysical Research , vol.79 , pp. 1615-1621
    • Nash, D.B.1    Conel, J.E.2
  • 29
    • 33845914584 scopus 로고    scopus 로고
    • Sub-pixel mapping of urban land cover using multiple endmember spectral mixture analysis: Manaus, Brazil
    • Powell R., Roberts D.A., Hess L., Dennison P. Sub-pixel mapping of urban land cover using multiple endmember spectral mixture analysis: Manaus, Brazil. Remote Sensing of Environment 2007, 106(2):253-267.
    • (2007) Remote Sensing of Environment , vol.106 , Issue.2 , pp. 253-267
    • Powell, R.1    Roberts, D.A.2    Hess, L.3    Dennison, P.4
  • 31
    • 0029521079 scopus 로고
    • Exploring a V-I-S (vegetation-impervious-surface-soil) model for urban ecosystem analysis through remote sensing: Comparative anatomy for cities
    • Ridd M. Exploring a V-I-S (vegetation-impervious-surface-soil) model for urban ecosystem analysis through remote sensing: Comparative anatomy for cities. International Journal of Remote Sensing 1995, 16:2165-2185.
    • (1995) International Journal of Remote Sensing , vol.16 , pp. 2165-2185
    • Ridd, M.1
  • 32
    • 0041881834 scopus 로고    scopus 로고
    • Evaluation of the potential of Hyperion for fire danger assessment by comparison to the airborne visible/infrared imaging spectrometer
    • Roberts D.A., Dennison P.E., Gardner M., Hetzel Y., Ustin S.L., Lee C. Evaluation of the potential of Hyperion for fire danger assessment by comparison to the airborne visible/infrared imaging spectrometer. IEEE Transactions on Geoscience and Remote Sensing 2003, 41(6):1297-1310.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.6 , pp. 1297-1310
    • Roberts, D.A.1    Dennison, P.E.2    Gardner, M.3    Hetzel, Y.4    Ustin, S.L.5    Lee, C.6
  • 34
    • 84855449469 scopus 로고    scopus 로고
    • Synergies between VSWIR and TIR data for the urban environment: An evaluation of the potential for the hyperspectral infrared imager (HyspIRI) decadal survey mission
    • Roberts D.A., Quattrochi D.A., Hulley G.C., Hook S.J., Green R.O. Synergies between VSWIR and TIR data for the urban environment: An evaluation of the potential for the hyperspectral infrared imager (HyspIRI) decadal survey mission. Remote Sensing of Environment 2012, 117:83-101.
    • (2012) Remote Sensing of Environment , vol.117 , pp. 83-101
    • Roberts, D.A.1    Quattrochi, D.A.2    Hulley, G.C.3    Hook, S.J.4    Green, R.O.5
  • 41
    • 57049104040 scopus 로고    scopus 로고
    • A weighted linear spectral mixture analysis approach to address endmember variability in agricultural production systems
    • Somers B., Delalieux S., Stuckens J., Verstraeten W.W., Coppin P. A weighted linear spectral mixture analysis approach to address endmember variability in agricultural production systems. International Journal of Remote Sensing 2009, 30:139-147.
    • (2009) International Journal of Remote Sensing , vol.30 , pp. 139-147
    • Somers, B.1    Delalieux, S.2    Stuckens, J.3    Verstraeten, W.W.4    Coppin, P.5
  • 45
    • 14744289023 scopus 로고    scopus 로고
    • Spectral mixture analysis for subpixel vegetation fractions in the urban environment: How to incorporated endmember variability
    • Song C. Spectral mixture analysis for subpixel vegetation fractions in the urban environment: How to incorporated endmember variability. Remote Sensing of Environment 2005, 95:248-263.
    • (2005) Remote Sensing of Environment , vol.95 , pp. 248-263
    • Song, C.1
  • 46
    • 0000565591 scopus 로고
    • A computer movie simulating urban growth in the Detroit region
    • Tobler W. A computer movie simulating urban growth in the Detroit region. Economic Geography 1970, 46(2):234-240.
    • (1970) Economic Geography , vol.46 , Issue.2 , pp. 234-240
    • Tobler, W.1
  • 48
    • 0024855899 scopus 로고
    • Spatial correlation in reflected radiation from the ground and its implications for sampling and mapping by ground-based radiometry
    • Webster R., Curran P.J., Munden J.W. Spatial correlation in reflected radiation from the ground and its implications for sampling and mapping by ground-based radiometry. Remote Sensing of Environment 1989, 29:67-78.
    • (1989) Remote Sensing of Environment , vol.29 , pp. 67-78
    • Webster, R.1    Curran, P.J.2    Munden, J.W.3
  • 49
    • 84855458471 scopus 로고    scopus 로고
    • Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends
    • Weng Q. Remote sensing of impervious surfaces in the urban areas: Requirements, methods, and trends. Remote Sensing of Environment 2012, 117:34-49.
    • (2012) Remote Sensing of Environment , vol.117 , pp. 34-49
    • Weng, Q.1
  • 50
    • 48849109176 scopus 로고    scopus 로고
    • Medium spatial resolution satellite imagery for estimating and mapping urban impervious surfaces using LSMA and ANN
    • Weng Q., Hu X. Medium spatial resolution satellite imagery for estimating and mapping urban impervious surfaces using LSMA and ANN. IEEE Transaction on Geosciences and Remote Sensing 2008, 46(8):2397-2406.
    • (2008) IEEE Transaction on Geosciences and Remote Sensing , vol.46 , Issue.8 , pp. 2397-2406
    • Weng, Q.1    Hu, X.2
  • 51
    • 46249110064 scopus 로고    scopus 로고
    • Extracting impervious surface from medium spatial resolution multispectral and hyperspectral imagery: A comparison
    • Weng Q., Hu X., Lu D. Extracting impervious surface from medium spatial resolution multispectral and hyperspectral imagery: A comparison. International Journal of Remote Sensing 2008, 29:3209-3232.
    • (2008) International Journal of Remote Sensing , vol.29 , pp. 3209-3232
    • Weng, Q.1    Hu, X.2    Lu, D.3
  • 52
    • 0033310314 scopus 로고    scopus 로고
    • N-FINDR: An algorithm for fast autonomous spectral end-member determination in hyperspectral data
    • Winter M.E. N-FINDR: An algorithm for fast autonomous spectral end-member determination in hyperspectral data. Proceedings of SPIE Imaging Spectrometry 1999, V:266-275.
    • (1999) Proceedings of SPIE Imaging Spectrometry , vol.5 , pp. 266-275
    • Winter, M.E.1
  • 53
    • 7444231656 scopus 로고    scopus 로고
    • Normalized spectral mixture analysis for monitoring urban composition using ETM+imagery
    • Wu C. Normalized spectral mixture analysis for monitoring urban composition using ETM+imagery. Remote Sensing of Environment 2004, 93:480-492.
    • (2004) Remote Sensing of Environment , vol.93 , pp. 480-492
    • Wu, C.1
  • 54
    • 70449338125 scopus 로고    scopus 로고
    • Quantifying high-resolution impervious surfaces using spectral mixture analysis
    • Wu C. Quantifying high-resolution impervious surfaces using spectral mixture analysis. International Journal of Remote Sensing 2009, 30(11):2915-2932.
    • (2009) International Journal of Remote Sensing , vol.30 , Issue.11 , pp. 2915-2932
    • Wu, C.1
  • 55
    • 0037381086 scopus 로고    scopus 로고
    • Estimating impervious surface distribution by spectral mixture analysis
    • Wu C., Murray A.T. Estimating impervious surface distribution by spectral mixture analysis. Remote Sensing of Environment 2003, 84:493-505.
    • (2003) Remote Sensing of Environment , vol.84 , pp. 493-505
    • Wu, C.1    Murray, A.T.2
  • 56
    • 17744366511 scopus 로고    scopus 로고
    • Co-kriging method for estimating population density in urban areas
    • Wu C., Murray A.T. Co-kriging method for estimating population density in urban areas. Computers, Environment and Urban Systems 2005, 29(5):558-579.
    • (2005) Computers, Environment and Urban Systems , vol.29 , Issue.5 , pp. 558-579
    • Wu, C.1    Murray, A.T.2
  • 57
    • 77952720016 scopus 로고    scopus 로고
    • Analysis of impervious surface and its impact on urban heat environment using the normalized difference impervious surface index (NDISI)
    • Xu H. Analysis of impervious surface and its impact on urban heat environment using the normalized difference impervious surface index (NDISI). Photogrammetric Engineering and Remote Sensing 2010, 76(5):557-565.
    • (2010) Photogrammetric Engineering and Remote Sensing , vol.76 , Issue.5 , pp. 557-565
    • Xu, H.1
  • 59
    • 0037429468 scopus 로고    scopus 로고
    • Use of normalized difference built-up index in automatically mapping urban areas from TM imagery
    • Zha Y., Gao Y., Ni S. Use of normalized difference built-up index in automatically mapping urban areas from TM imagery. International Journal of Remote Sensing 2003, 24:583-594.
    • (2003) International Journal of Remote Sensing , vol.24 , pp. 583-594
    • Zha, Y.1    Gao, Y.2    Ni, S.3
  • 60
    • 13844256799 scopus 로고    scopus 로고
    • Spectral unmixing of normalized reflectance data for the deconvolution of lichen and rock mixtures
    • Zhang J., Rivard B., Sanchez-Azofeifa A. Spectral unmixing of normalized reflectance data for the deconvolution of lichen and rock mixtures. Remote Sensing of Environment 2005, 95:57-66.
    • (2005) Remote Sensing of Environment , vol.95 , pp. 57-66
    • Zhang, J.1    Rivard, B.2    Sanchez-Azofeifa, A.3
  • 61
    • 33750358188 scopus 로고    scopus 로고
    • Intra- and inter-class spectral variability of tropical tree species at La Selva, Costa Rica: Implications for species identification using HYDICE imagery
    • Zhang J., Rivard B., Sanchez-Azofeifa A., Castro-Esau K. Intra- and inter-class spectral variability of tropical tree species at La Selva, Costa Rica: Implications for species identification using HYDICE imagery. Remote Sensing of Environment 2006, 105:129-141.
    • (2006) Remote Sensing of Environment , vol.105 , pp. 129-141
    • Zhang, J.1    Rivard, B.2    Sanchez-Azofeifa, A.3    Castro-Esau, K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.