메뉴 건너뛰기




Volumn 115, Issue 12, 2011, Pages 3007-3019

Settlement detection and impervious surface estimation in the Mekong Delta using optical and SAR remote sensing data

Author keywords

Impervious surface; Settlement detection; SPOT 5; Support Vector Regression; TerraSAR X

Indexed keywords

AREA-WIDE; AUTOMATED DETECTION; BARE SOILS; BUILDING PROCESS; CHANGE DETECTION; CLASSIFICATION APPROACH; ENVIRONMENTAL QUALITY; IMPERVIOUS SURFACE; IMPERVIOUS SURFACE ESTIMATION; LAND COVER; MEAN ERRORS; MEKONG DELTA; OBJECT ORIENTED; PAN-SHARPENED; REFLECTANCE VALUES; SAR REMOTE SENSING; SELECTIVE MAPPING; SPOT-5; STRUCTURAL DEVELOPMENT; SUB PIXELS; SUPPORT VECTOR REGRESSION; SUPPORT VECTOR REGRESSION MODELS; TERRASAR-X; TIME-PERIODS; TRAINING DATA; URBAN ECOSYSTEM; URBAN GROWTH; URBAN LAND COVER;

EID: 81355161463     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2011.06.004     Document Type: Article
Times cited : (76)

References (63)
  • 1
    • 0030459584 scopus 로고    scopus 로고
    • Impervious surface coverage: The emergence of a key environmental indicator
    • Arnold C.L., Gibbons C.J. Impervious surface coverage: The emergence of a key environmental indicator. Journal of the American Planning Association 1996, 62:243-258.
    • (1996) Journal of the American Planning Association , vol.62 , pp. 243-258
    • Arnold, C.L.1    Gibbons, C.J.2
  • 2
    • 0001812168 scopus 로고    scopus 로고
    • Multiresolution segmentation-An optimization approach for high quality multi-scale image segmentation
    • Herbert Wichmann Verlag, Heidelberg, J. Strobl, T. Blaschke, G. Griesebner (Eds.)
    • Baatz M., Schäpe A. Multiresolution segmentation-An optimization approach for high quality multi-scale image segmentation. Angewandte Geographische Informationsverarbeitung XII 2000, 12-23. Herbert Wichmann Verlag, Heidelberg. J. Strobl, T. Blaschke, G. Griesebner (Eds.).
    • (2000) Angewandte Geographische Informationsverarbeitung XII , pp. 12-23
    • Baatz, M.1    Schäpe, A.2
  • 3
    • 85130047007 scopus 로고    scopus 로고
    • Estimating and mapping impervious surface area by regression analysis of Landsat imagery
    • CRC Press, Boca Raton, Q. Weng (Ed.)
    • Bauer M., Loffelholz B., Wilson B. Estimating and mapping impervious surface area by regression analysis of Landsat imagery. Remote sensing of impervious surfaces 2007, 3-19. CRC Press, Boca Raton. Q. Weng (Ed.).
    • (2007) Remote sensing of impervious surfaces , pp. 3-19
    • Bauer, M.1    Loffelholz, B.2    Wilson, B.3
  • 4
    • 0036253365 scopus 로고    scopus 로고
    • Impervious surfaces and water quality: A review of current literature and its implications for watershed planning
    • Brabec E., Schulte S., Richards P.L. Impervious surfaces and water quality: A review of current literature and its implications for watershed planning. Journal of Planning Literature 2002, 16:499-514.
    • (2002) Journal of Planning Literature , vol.16 , pp. 499-514
    • Brabec, E.1    Schulte, S.2    Richards, P.L.3
  • 5
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges C.J.C. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery 1998, 2:121-167.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 8
    • 0141569022 scopus 로고    scopus 로고
    • Continuum-based classification of remotely sensed imagery to describe urban sprawl on a watershed scale
    • Clapham W.B. Continuum-based classification of remotely sensed imagery to describe urban sprawl on a watershed scale. Remote Sensing of Environment 2003, 86:322-340.
    • (2003) Remote Sensing of Environment , vol.86 , pp. 322-340
    • Clapham, W.B.1
  • 10
    • 77955278243 scopus 로고    scopus 로고
    • Synergistic use of Landsat Multispectral Scanner with GIRAS land-cover data to retrieve impervious surface area for the Potomac River Basin in 1975
    • Elmore A.J., Guinn S.M. Synergistic use of Landsat Multispectral Scanner with GIRAS land-cover data to retrieve impervious surface area for the Potomac River Basin in 1975. Remote Sensing of Environment 2010, 114:2384-2391.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 2384-2391
    • Elmore, A.J.1    Guinn, S.M.2
  • 14
    • 81555195781 scopus 로고    scopus 로고
    • Fusion of radar and optical data for identification of human settlements
    • CRC Press, Boca Raton, Q. Weng (Ed.)
    • Gamba P., Dell'Acqua F. Fusion of radar and optical data for identification of human settlements. Remote sensing of impervious surfaces 2007, CRC Press, Boca Raton. Q. Weng (Ed.).
    • (2007) Remote sensing of impervious surfaces
    • Gamba, P.1    Dell'Acqua, F.2
  • 15
    • 0141569017 scopus 로고    scopus 로고
    • Effects of urbanization on the aquatic fauna of the Line Creek watershed, Atlanta-A satellite perspective
    • Gillies R.R., Brim Box J., Symanzik J., Rodemaker E.J. Effects of urbanization on the aquatic fauna of the Line Creek watershed, Atlanta-A satellite perspective. Remote Sensing of Environment 2003, 86:411-422.
    • (2003) Remote Sensing of Environment , vol.86 , pp. 411-422
    • Gillies, R.R.1    Brim Box, J.2    Symanzik, J.3    Rodemaker, E.J.4
  • 17
    • 53149140605 scopus 로고    scopus 로고
    • Linking the diversity and abundance of stream biota to landscapes in the mid-Atlantic USA
    • Goetz S., Fiske G. Linking the diversity and abundance of stream biota to landscapes in the mid-Atlantic USA. Remote Sensing of Environment 2008, 112:4075-4085.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 4075-4085
    • Goetz, S.1    Fiske, G.2
  • 18
    • 67349087656 scopus 로고    scopus 로고
    • Connectivity of core habitat in the Northeastern United States: Parks and protected areas in a landscape context
    • Goetz S.J., Jantz P., Jantz C.A. Connectivity of core habitat in the Northeastern United States: Parks and protected areas in a landscape context. Remote Sensing of Environment 2009, 113:1421-1429.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 1421-1429
    • Goetz, S.J.1    Jantz, P.2    Jantz, C.A.3
  • 20
    • 0000726164 scopus 로고
    • Utilizing LANDSAT imagery to monitor land-use change: A case study in Ohio
    • Gordon S.I. Utilizing LANDSAT imagery to monitor land-use change: A case study in Ohio. Remote Sensing of Environment 1980, 9:189-196.
    • (1980) Remote Sensing of Environment , vol.9 , pp. 189-196
    • Gordon, S.I.1
  • 22
    • 81355159669 scopus 로고    scopus 로고
    • Available URL:, (accessed 07 April, 2010), GSOV
    • GSOV General Statistical Office Vietnam Available URL:, (accessed 07 April, 2010). http://www.gso.gov.vn.
    • General Statistical Office Vietnam
  • 23
    • 0141569027 scopus 로고    scopus 로고
    • The spatiotemporal form of urban growth: measurement, analysis and modeling
    • Herold M., Goldstein N.C., Clarke K.C. The spatiotemporal form of urban growth: measurement, analysis and modeling. Remote Sensing of Environment 2003, 86:286-302.
    • (2003) Remote Sensing of Environment , vol.86 , pp. 286-302
    • Herold, M.1    Goldstein, N.C.2    Clarke, K.C.3
  • 24
    • 0020971629 scopus 로고
    • Landsat digital enhancements for change detection in urban environments
    • Howarth P.J., Boasson E. Landsat digital enhancements for change detection in urban environments. Remote Sensing of Environment 1983, 13:149-160.
    • (1983) Remote Sensing of Environment , vol.13 , pp. 149-160
    • Howarth, P.J.1    Boasson, E.2
  • 25
    • 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
  • 26
    • 74149084261 scopus 로고    scopus 로고
    • Remote sensing of the urban heat island effect across biomes in the continental USA
    • Imhoff M.L., Zhang P., Wolfe R.E., Bounoua L. Remote sensing of the urban heat island effect across biomes in the continental USA. Remote Sensing of Environment 2010, 114:504-513.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 504-513
    • Imhoff, M.L.1    Zhang, P.2    Wolfe, R.E.3    Bounoua, L.4
  • 27
    • 33747119650 scopus 로고    scopus 로고
    • Effectiveness of subpixel analysis in detecting and quantifying urban imperviousness from Landsat thematic mapper imagery
    • Ji M., Jensen J.R. Effectiveness of subpixel analysis in detecting and quantifying urban imperviousness from Landsat thematic mapper imagery. Geocarto International 1999, 14:33-41.
    • (1999) Geocarto International , vol.14 , pp. 33-41
    • Ji, M.1    Jensen, J.R.2
  • 28
    • 70449360101 scopus 로고    scopus 로고
    • Synergistic use of optical and InSAR data for urban impervious surface mapping: a case study in Hong Kong
    • Jiang L., Liao M., Lin H., Yang L. Synergistic use of optical and InSAR data for urban impervious surface mapping: a case study in Hong Kong. International Journal of Remote Sensing 2009, 30:2781-2796.
    • (2009) International Journal of Remote Sensing , vol.30 , pp. 2781-2796
    • Jiang, L.1    Liao, M.2    Lin, H.3    Yang, L.4
  • 29
    • 0022713973 scopus 로고
    • Speckle suppression and analysis for synthetic aperture radar images
    • Lee J.-S. Speckle suppression and analysis for synthetic aperture radar images. Optical Engineering 1986, 25:636-643.
    • (1986) Optical Engineering , vol.25 , pp. 636-643
    • Lee, J.-S.1
  • 30
    • 33745070979 scopus 로고    scopus 로고
    • Sub-pixel estimation of urban land cover components with linear mixture model analysis and Landsat Thematic Mapper imagery
    • Lee S., Lathrop R.G. Sub-pixel estimation of urban land cover components with linear mixture model analysis and Landsat Thematic Mapper imagery. International Journal of Remote Sensing 2005, 26:4885-4905.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 4885-4905
    • Lee, S.1    Lathrop, R.G.2
  • 31
    • 34250811018 scopus 로고    scopus 로고
    • Measuring the quality of life in city of Indianapolis by integration of remote sensing and census data
    • Li G., Weng Q. Measuring the quality of life in city of Indianapolis by integration of remote sensing and census data. International Journal of Remote Sensing 2007, 28:249-267.
    • (2007) International Journal of Remote Sensing , vol.28 , pp. 249-267
    • Li, G.1    Weng, Q.2
  • 33
    • 33646478860 scopus 로고    scopus 로고
    • Use of impervious surface in urban land-use classification
    • Lu D., Weng Q. Use of impervious surface in urban land-use classification. Remote Sensing of Environment 2006, 102:146-160.
    • (2006) Remote Sensing of Environment , vol.102 , pp. 146-160
    • Lu, D.1    Weng, Q.2
  • 34
    • 85064080442 scopus 로고    scopus 로고
    • Mapping urban impervious surfaces from medium and high spatial resolution multispectral imagery
    • CRC Press, Boca Raton
    • Lu D., Weng Q. Mapping urban impervious surfaces from medium and high spatial resolution multispectral imagery. Remote Sensing of Impervious Surfaces 2007, 59-73. CRC Press, Boca Raton.
    • (2007) Remote Sensing of Impervious Surfaces , pp. 59-73
    • Lu, D.1    Weng, Q.2
  • 35
    • 33746988895 scopus 로고    scopus 로고
    • Residential population estimation using a remote sensing derived impervious surface approach
    • Lu D., Weng Q., Li G. Residential population estimation using a remote sensing derived impervious surface approach. International Journal of Remote Sensing 2006, 27:3553-3570.
    • (2006) International Journal of Remote Sensing , vol.27 , pp. 3553-3570
    • Lu, D.1    Weng, Q.2    Li, G.3
  • 36
    • 79951957617 scopus 로고    scopus 로고
    • Detection of impervious surface change with multitemporal Landsat images in an urban-rural frontier
    • Lu D., Moran E., Hetrick S. Detection of impervious surface change with multitemporal Landsat images in an urban-rural frontier. ISPRS Journal of Photogrammetry and Remote Sensing 2011, 66:298-306.
    • (2011) ISPRS Journal of Photogrammetry and Remote Sensing , vol.66 , pp. 298-306
    • Lu, D.1    Moran, E.2    Hetrick, S.3
  • 37
    • 77949489187 scopus 로고    scopus 로고
    • Integrating intermediate inputs from partially classified images within a hybrid classification framework: An impervious surface estimation example
    • Luo L., Mountrakis G. Integrating intermediate inputs from partially classified images within a hybrid classification framework: An impervious surface estimation example. Remote Sensing of Environment 2010, 114:1220-1229.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1220-1229
    • Luo, L.1    Mountrakis, G.2
  • 38
    • 0034518841 scopus 로고    scopus 로고
    • Dynamics of urban growth in the Washington DC metropolitan area, 1973-1996, from Landsat observations
    • Masek J.G., Lindsay F.E., Goward S.N. Dynamics of urban growth in the Washington DC metropolitan area, 1973-1996, from Landsat observations. International Journal of Remote Sensing 2000, 21:3473-3486.
    • (2000) International Journal of Remote Sensing , vol.21 , pp. 3473-3486
    • Masek, J.G.1    Lindsay, F.E.2    Goward, S.N.3
  • 39
    • 4344614511 scopus 로고    scopus 로고
    • Classification of hyperspectral remote sensing images with Support Vector Machines
    • Melgani F., Bruzzone L. Classification of hyperspectral remote sensing images with Support Vector Machines. IEEE Transactions on Geoscience and Remote Sensing 2004, 42:1778-1790.
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , pp. 1778-1790
    • Melgani, F.1    Bruzzone, L.2
  • 41
    • 70449411870 scopus 로고    scopus 로고
    • Modelling land-cover types using multiple endmember spectral mixture analysis in a desert city
    • Myint S.W., Okin G.S. Modelling land-cover types using multiple endmember spectral mixture analysis in a desert city. International Journal of Remote Sensing 2009, 30:2237-2257.
    • (2009) International Journal of Remote Sensing , vol.30 , pp. 2237-2257
    • Myint, S.W.1    Okin, G.S.2
  • 42
    • 33845914584 scopus 로고    scopus 로고
    • Sub-pixel mapping of urban land cover using multiple endmember spectral mixture analysis: Manaus, Brazil
    • Powell R.L., Roberts D.A., Dennison P.E., Hess L.L. Sub-pixel mapping of urban land cover using multiple endmember spectral mixture analysis: Manaus, Brazil. Remote Sensing of Environment 2007, 106:253-267.
    • (2007) Remote Sensing of Environment , vol.106 , pp. 253-267
    • Powell, R.L.1    Roberts, D.A.2    Dennison, P.E.3    Hess, L.L.4
  • 43
    • 40949084456 scopus 로고    scopus 로고
    • Quantification of impervious surface in the Snohomish Water Resources Inventory Area of Western Washington from 1972-2006
    • Powell S.L., Cohen W.B., Yang Z., Pierce J.D., Alberti M. Quantification of impervious surface in the Snohomish Water Resources Inventory Area of Western Washington from 1972-2006. Remote Sensing of Environment 2008, 112:1895-1908.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 1895-1908
    • Powell, S.L.1    Cohen, W.B.2    Yang, Z.3    Pierce, J.D.4    Alberti, M.5
  • 44
    • 39749167939 scopus 로고    scopus 로고
    • Spectral mixture analysis for mapping abundance of urban surface components from the Terra/ASTER data
    • Pu R., Gong P., Michishita R., Sasagawa T. Spectral mixture analysis for mapping abundance of urban surface components from the Terra/ASTER data. Remote Sensing of Environment 2008, 112:939-954.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 939-954
    • Pu, R.1    Gong, P.2    Michishita, R.3    Sasagawa, T.4
  • 46
    • 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.K. 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.K.1
  • 47
    • 77955326628 scopus 로고    scopus 로고
    • Mapping global urban areas using MODIS 500-m data: New methods and datasets based on 'urban ecoregions'
    • Schneider A., Friedl M.A., Potere D. Mapping global urban areas using MODIS 500-m data: New methods and datasets based on 'urban ecoregions'. Remote Sensing of Environment 2010, 114:1733-1746.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 1733-1746
    • Schneider, A.1    Friedl, M.A.2    Potere, D.3
  • 52
    • 70349174319 scopus 로고    scopus 로고
    • The influence of urban structures on impervious surface maps from airborne hyperspectral data
    • Van der Linden S., Hostert P. The influence of urban structures on impervious surface maps from airborne hyperspectral data. Remote Sensing of Environment 2009, 113:2298-2305.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 2298-2305
    • Van der Linden, S.1    Hostert, P.2
  • 55
    • 85130062522 scopus 로고    scopus 로고
    • Remote sensing of impervious surfaces: An overview
    • CRC Press, Boca Raton, Q. Weng (Ed.)
    • Weng Q. Remote sensing of impervious surfaces: An overview. Remote sensing of impervious surfaces 2007, CRC Press, Boca Raton, (pp. XV-XXVI). Q. Weng (Ed.).
    • (2007) Remote sensing of impervious surfaces
    • Weng, Q.1
  • 56
    • 70449360423 scopus 로고    scopus 로고
    • Estimating impervious surfaces using linear spectral mixture analysis with multitemporal ASTER images
    • Weng Q., Hu X., Liu H. Estimating impervious surfaces using linear spectral mixture analysis with multitemporal ASTER images. International Journal of Remote Sensing 2009, 30:4807-4830.
    • (2009) International Journal of Remote Sensing , vol.30 , pp. 4807-4830
    • Weng, Q.1    Hu, X.2    Liu, H.3
  • 57
    • 70350158748 scopus 로고    scopus 로고
    • Mapping impervious surfaces using classification and regression tree algorithm
    • CRC Press, Boca Raton, Q. Weng (Ed.)
    • Xian G. Mapping impervious surfaces using classification and regression tree algorithm. Remote sensing of impervious surfaces 2007, CRC Press, Boca Raton. Q. Weng (Ed.).
    • (2007) Remote sensing of impervious surfaces
    • Xian, G.1
  • 58
    • 22744440977 scopus 로고    scopus 로고
    • Assessments of urban growth in the Tampa Bay watershed using remote sensing data
    • Xian G., Crane M. Assessments of urban growth in the Tampa Bay watershed using remote sensing data. Remote Sensing of Environment 2005, 97:203-215.
    • (2005) Remote Sensing of Environment , vol.97 , pp. 203-215
    • Xian, G.1    Crane, M.2
  • 59
    • 0042922539 scopus 로고    scopus 로고
    • Urban land-cover change detection through sub-pixel imperviousness mapping using remotely sensed data
    • Yang L., Xian G., Klaver J.M., Deal B. Urban land-cover change detection through sub-pixel imperviousness mapping using remotely sensed data. Photogrammetric Engineering and Remote Sensing 2003, 69:1003-1010.
    • (2003) Photogrammetric Engineering and Remote Sensing , vol.69 , pp. 1003-1010
    • Yang, L.1    Xian, G.2    Klaver, J.M.3    Deal, B.4
  • 60
    • 0042961504 scopus 로고    scopus 로고
    • An approach for mapping large-area impervious surfaces: synergistic use of Landsat-7 ETM+and high spatial resolution imagery
    • Yang L., Huang C., Homer C., Wylie B., Coan M. An approach for mapping large-area impervious surfaces: synergistic use of Landsat-7 ETM+and high spatial resolution imagery. Canadian Journal of Remote Sensing 2003, 29:230-240.
    • (2003) Canadian Journal of Remote Sensing , vol.29 , pp. 230-240
    • Yang, L.1    Huang, C.2    Homer, C.3    Wylie, B.4    Coan, M.5
  • 61
    • 70049094787 scopus 로고    scopus 로고
    • Quantifying sub-pixel urban impervious surface through fusion of optical and InSAR imagery
    • Yang L., Jiang L., Liao M., Lin H. Quantifying sub-pixel urban impervious surface through fusion of optical and InSAR imagery. GIScience & Remote Sensing 2009, 46:161-171.
    • (2009) GIScience & Remote Sensing , vol.46 , pp. 161-171
    • Yang, L.1    Jiang, L.2    Liao, M.3    Lin, H.4
  • 62
    • 33846300967 scopus 로고    scopus 로고
    • Comparison of impervious surface area and normalized difference vegetation index as indicators of surface urban heat island effects in Landsat imagery
    • Yuan F., Bauer M.E. Comparison of impervious surface area and normalized difference vegetation index as indicators of surface urban heat island effects in Landsat imagery. Remote Sensing of Environment 2007, 106:375-386.
    • (2007) Remote Sensing of Environment , vol.106 , pp. 375-386
    • Yuan, F.1    Bauer, M.E.2
  • 63
    • 25844497537 scopus 로고    scopus 로고
    • Land cover classification and change analysis of the Twin Cities (Minnesota) Metropolitan Area by multitemporal Landsat remote sensing
    • Yuan F., Sawaya K.E., Loeffelholz B.C., Bauer M.E. Land cover classification and change analysis of the Twin Cities (Minnesota) Metropolitan Area by multitemporal Landsat remote sensing. Remote Sensing of Environment 2005, 98:317-328.
    • (2005) Remote Sensing of Environment , vol.98 , pp. 317-328
    • Yuan, F.1    Sawaya, K.E.2    Loeffelholz, B.C.3    Bauer, M.E.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.