메뉴 건너뛰기




Volumn 151, Issue , 2016, Pages 55-63

Mapping urban impervious surface with dual-polarimetric SAR data: An improved method

Author keywords

Alpha H decomposition; Impervious surfaces; Optical and SAR data fusion; PolSAR

Indexed keywords

DATA FUSION; IMAGE ENHANCEMENT; MAPPING; POLARIMETERS; POLARIZATION; RADAR IMAGING;

EID: 84961990816     PISSN: 01692046     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.landurbplan.2016.03.009     Document Type: Article
Times cited : (56)

References (42)
  • 1
    • 43949110902 scopus 로고    scopus 로고
    • Polarimetric SAR characterization of man-made structures in urban areas using normalized circular-pol correlation coefficients
    • Ainsworth T.L., Schuler D.L., Lee J.S. Polarimetric SAR characterization of man-made structures in urban areas using normalized circular-pol correlation coefficients. Remote Sensing of Environment 2008, 112(6):2876-2885.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.6 , pp. 2876-2885
    • Ainsworth, T.L.1    Schuler, D.L.2    Lee, J.S.3
  • 2
    • 84870021001 scopus 로고    scopus 로고
    • Polarimetric SAR urban classification using the Touzi target scattering decomposition
    • Bhattacharya A., Touzi R. Polarimetric SAR urban classification using the Touzi target scattering decomposition. Canadian Journal of Remote Sensing 2011, 37(4):323-332.
    • (2011) Canadian Journal of Remote Sensing , vol.37 , Issue.4 , pp. 323-332
    • Bhattacharya, A.1    Touzi, R.2
  • 4
    • 34250829846 scopus 로고    scopus 로고
    • A hybrid algorithm of the BP-aNN/GA for classification of urban terrain surfaces with fused data of Landsat ETM+ and ERS-2 SAR
    • Cao G.Z., Jin Y.Q. A hybrid algorithm of the BP-aNN/GA for classification of urban terrain surfaces with fused data of Landsat ETM+ and ERS-2 SAR. International Journal of Remote Sensing 2007, 28(1-2):293-305.
    • (2007) International Journal of Remote Sensing , vol.28 , Issue.1-2 , pp. 293-305
    • Cao, G.Z.1    Jin, Y.Q.2
  • 5
    • 79959756684 scopus 로고    scopus 로고
    • Calibration of spaceborne CTLR compact polarimetric low-frequency SAR using mixed radar calibrators
    • Chen J., Quegan S. Calibration of spaceborne CTLR compact polarimetric low-frequency SAR using mixed radar calibrators. IEEE Transactions on Geoscience and Remote Sensing 2011, 49(7):2712-2723.
    • (2011) IEEE Transactions on Geoscience and Remote Sensing , vol.49 , Issue.7 , pp. 2712-2723
    • Chen, J.1    Quegan, S.2
  • 7
    • 0030780622 scopus 로고    scopus 로고
    • An entropy based classification scheme for land applications of polarimetric SAR
    • Cloude S.R., Pottier E. An entropy based classification scheme for land applications of polarimetric SAR. IEEE Transactions on Geoscience and Remote Sensing 1997, 35(1):68-78.
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.35 , Issue.1 , pp. 68-78
    • Cloude, S.R.1    Pottier, E.2
  • 8
    • 0141905889 scopus 로고    scopus 로고
    • Texture analysis and classification of ERS SAR images for map updating of urban areas in the Netherlands
    • Dekker R.J. Texture analysis and classification of ERS SAR images for map updating of urban areas in the Netherlands. IEEE Transactions on Geoscience and Remote Sensing 2003, 41(9):1950-1958.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.9 , pp. 1950-1958
    • Dekker, R.J.1
  • 9
    • 84873859036 scopus 로고    scopus 로고
    • Examining the impacts of urban biophysical compositions on surface urban heat island: a spectral unmixing and thermal mixing approach
    • Deng C.B., Wu C.S. Examining the impacts of urban biophysical compositions on surface urban heat island: a spectral unmixing and thermal mixing approach. Remote Sensing of Environment 2013, 131:262-274.
    • (2013) Remote Sensing of Environment , vol.131 , pp. 262-274
    • Deng, C.B.1    Wu, C.S.2
  • 11
    • 0035918568 scopus 로고    scopus 로고
    • An efficient neural classification chain of SAR and optical urban images
    • Gamba P., Houshmand B. An efficient neural classification chain of SAR and optical urban images. International Journal of Remote Sensing 2001, 22(8):1535-1553.
    • (2001) International Journal of Remote Sensing , vol.22 , Issue.8 , pp. 1535-1553
    • Gamba, P.1    Houshmand, B.2
  • 14
    • 0030736593 scopus 로고    scopus 로고
    • SAR applications in human settlement detection, population estimation and urban land use pattern analysis: a status report
    • Henderson F.M., Xia Z.G. SAR applications in human settlement detection, population estimation and urban land use pattern analysis: a status report. IEEE Transactions on Geoscience and Remote Sensing 1997, 35(1):79-85.
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.35 , Issue.1 , pp. 79-85
    • Henderson, F.M.1    Xia, Z.G.2
  • 15
    • 84865785563 scopus 로고    scopus 로고
    • Multitemporal RADARSAT-2 ultra-fine beam SAR data for urban land cover classification
    • Hu H.T., Ban Y.F. Multitemporal RADARSAT-2 ultra-fine beam SAR data for urban land cover classification. Canadian Journal of Remote Sensing 2012, 38(1):1-11.
    • (2012) Canadian Journal of Remote Sensing , vol.38 , Issue.1 , pp. 1-11
    • Hu, H.T.1    Ban, Y.F.2
  • 16
    • 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.F., Weng Q.H. 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(10):2089-2102.
    • (2009) Remote Sensing of Environment , vol.113 , Issue.10 , pp. 2089-2102
    • Hu, X.F.1    Weng, Q.H.2
  • 17
    • 80053104371 scopus 로고    scopus 로고
    • Estimating impervious surfaces from medium spatial resolution imagery: a comparison between fuzzy classification and LSMA
    • Hu X.F., Weng Q.H. Estimating impervious surfaces from medium spatial resolution imagery: a comparison between fuzzy classification and LSMA. International Journal of Remote Sensing 2011, 32(20):5645-5663.
    • (2011) International Journal of Remote Sensing , vol.32 , Issue.20 , pp. 5645-5663
    • Hu, X.F.1    Weng, Q.H.2
  • 18
    • 79251626693 scopus 로고    scopus 로고
    • Impervious surface area extraction from IKONOS imagery using an object-based fuzzy method
    • Hu X.F., Weng Q.H. Impervious surface area extraction from IKONOS imagery using an object-based fuzzy method. Geocarto International 2011, 26(1):3-20.
    • (2011) Geocarto International , vol.26 , Issue.1 , pp. 3-20
    • Hu, X.F.1    Weng, Q.H.2
  • 22
    • 84906099028 scopus 로고    scopus 로고
    • Quantifying spatiotemporal patterns of urban impervious surfaces in China: an improved assessment using nighttime light data
    • Ma Q., He C.Y., Wu J.G., Liu Z.F., Zhang Q.F., Sun Z.X. Quantifying spatiotemporal patterns of urban impervious surfaces in China: an improved assessment using nighttime light data. Landscape and Urban Planning 2014, 130:36-49.
    • (2014) Landscape and Urban Planning , vol.130 , pp. 36-49
    • Ma, Q.1    He, C.Y.2    Wu, J.G.3    Liu, Z.F.4    Zhang, Q.F.5    Sun, Z.X.6
  • 23
    • 84865211307 scopus 로고    scopus 로고
    • Maximum likelihood classification of single high-resolution polarimetric SAR images in urban areas
    • Majd M.S., Simonetto E., Polidori L. Maximum likelihood classification of single high-resolution polarimetric SAR images in urban areas. Photogrammetrie Fernerkundung Geoinformation (4) 2012, 395-407.
    • (2012) Photogrammetrie Fernerkundung Geoinformation (4) , pp. 395-407
    • Majd, M.S.1    Simonetto, E.2    Polidori, L.3
  • 25
    • 84868092003 scopus 로고    scopus 로고
    • Multi-temporal RADARSAT-2 polarimetric SAR data for urban land-cover classification using an object-based support vector machine and a rule-based approach
    • Niu X., Ban Y.F. Multi-temporal RADARSAT-2 polarimetric SAR data for urban land-cover classification using an object-based support vector machine and a rule-based approach. International Journal of Remote Sensing 2013, 34(1):1-26.
    • (2013) International Journal of Remote Sensing , vol.34 , Issue.1 , pp. 1-26
    • Niu, X.1    Ban, Y.F.2
  • 26
    • 13444283842 scopus 로고    scopus 로고
    • The utility of texture analysis to improve per-pixel classification for high to very high spatial resolution imagery
    • Puissant A., Hirsch J., Weber C. The utility of texture analysis to improve per-pixel classification for high to very high spatial resolution imagery. International Journal of Remote Sensing 2005, 26(4):733-745.
    • (2005) International Journal of Remote Sensing , vol.26 , Issue.4 , pp. 733-745
    • Puissant, A.1    Hirsch, J.2    Weber, C.3
  • 30
    • 7044247421 scopus 로고    scopus 로고
    • A new statistical model for Markovian classification of urban areas in high-resolution SAR images
    • Tison C., Nicolas J.M., Tupin F., Maitre H. A new statistical model for Markovian classification of urban areas in high-resolution SAR images. IEEE Transactions on Geoscience and Remote Sensing 2004, 42(10):2046-2057.
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , Issue.10 , pp. 2046-2057
    • Tison, C.1    Nicolas, J.M.2    Tupin, F.3    Maitre, H.4
  • 31
    • 79960083416 scopus 로고    scopus 로고
    • Mapping form and function in urban areas: an approach based on urban metrics and continuous impervious surface data
    • Van de Voorde T., Jacquet W., Canters F. Mapping form and function in urban areas: an approach based on urban metrics and continuous impervious surface data. Landscape and Urban Planning 2011, 102(3):143-155.
    • (2011) Landscape and Urban Planning , vol.102 , Issue.3 , pp. 143-155
    • Van de Voorde, T.1    Jacquet, W.2    Canters, F.3
  • 33
    • 84887622644 scopus 로고    scopus 로고
    • Classification of very high resolution SAR images of urban areas using copulas and texture in a hierarchical markov random field model
    • Voisin A., Krylov V.A., Moser G., Serpico S.B., Zerubia J. Classification of very high resolution SAR images of urban areas using copulas and texture in a hierarchical markov random field model. IEEE Geoscience and Remote Sensing Letters 2013, 10(1):96-100.
    • (2013) IEEE Geoscience and Remote Sensing Letters , vol.10 , Issue.1 , pp. 96-100
    • Voisin, A.1    Krylov, V.A.2    Moser, G.3    Serpico, S.B.4    Zerubia, J.5
  • 34
    • 84855458471 scopus 로고    scopus 로고
    • Remote sensing of impervious surfaces in the urban areas: requirements, methods, and trends
    • Weng Q.H. 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.H.1
  • 35
    • 48849109176 scopus 로고    scopus 로고
    • Medium spatial resolution satellite imagery for estimating and mapping urban impervious surfaces using LSMA and ANN
    • Weng Q.H., Hu X.F. Medium spatial resolution satellite imagery for estimating and mapping urban impervious surfaces using LSMA and ANN. IEEE Transactions on Geoscience and Remote Sensing 2008, 46(8):2397-2406.
    • (2008) IEEE Transactions on Geoscience and Remote Sensing , vol.46 , Issue.8 , pp. 2397-2406
    • Weng, Q.H.1    Hu, X.F.2
  • 36
    • 0006472145 scopus 로고    scopus 로고
    • Support vector machines for multi-class pattern recognition
    • D-Facto, Bruges, Belgium, M. Verleysen (Ed.)
    • Weston J., Watkins C. Support vector machines for multi-class pattern recognition. 7th european symposium on artificial neural networks 1999, D-Facto, Bruges, Belgium. M. Verleysen (Ed.).
    • (1999) 7th european symposium on artificial neural networks
    • Weston, J.1    Watkins, C.2
  • 37
    • 0037381086 scopus 로고    scopus 로고
    • Estimating impervious surface distribution by spectral mixture analysis
    • Wu C.S., Murray A.T. Estimating impervious surface distribution by spectral mixture analysis. Remote Sensing of Environment 2003, 84(4):493-505.
    • (2003) Remote Sensing of Environment , vol.84 , Issue.4 , pp. 493-505
    • Wu, C.S.1    Murray, A.T.2
  • 38
    • 84886469525 scopus 로고    scopus 로고
    • Quantifying impervious surface changes using time series planimetric data from 1940 to 2011 in four central Iowa cities, USA
    • Wu J.Y., Thompson J. Quantifying impervious surface changes using time series planimetric data from 1940 to 2011 in four central Iowa cities, USA. Landscape and Urban Planning 2013, 120:34-47.
    • (2013) Landscape and Urban Planning , vol.120 , pp. 34-47
    • Wu, J.Y.1    Thompson, J.2
  • 39
    • 84889651869 scopus 로고    scopus 로고
    • Feature selection methods in extracting impervious surface from Landsat TM image
    • Yang J., Li W. Feature selection methods in extracting impervious surface from Landsat TM image. Annals of GIS 2013, 19(4):253-261.
    • (2013) Annals of GIS , vol.19 , Issue.4 , pp. 253-261
    • Yang, J.1    Li, W.2
  • 40
    • 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.M., Huang C.Q., Homer C.G., Wylie B.K., Coan M.J. 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(2):230-240.
    • (2003) Canadian Journal of Remote Sensing , vol.29 , Issue.2 , pp. 230-240
    • Yang, L.M.1    Huang, C.Q.2    Homer, C.G.3    Wylie, B.K.4    Coan, M.J.5
  • 42
    • 84888083985 scopus 로고    scopus 로고
    • Improving the impervious surface estimation with combined use of optical and SAR remote sensing images
    • Zhang Y.Z., Zhang H.S., Lin H. Improving the impervious surface estimation with combined use of optical and SAR remote sensing images. Remote Sensing of Environment 2014, 141:155-167.
    • (2014) Remote Sensing of Environment , vol.141 , pp. 155-167
    • Zhang, Y.Z.1    Zhang, H.S.2    Lin, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.