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Volumn 1, Issue , 2015, Pages 61-71

Impervious surface extraction in urban areas from high spatial resolution imagery using linear spectral unmixing

Author keywords

High spatial resolution; Impervious surface extraction; Linear spectral unmixing; MESMA; SESMA; Tree canopy obscurity

Indexed keywords


EID: 84944054931     PISSN: None     EISSN: 23529385     Source Type: Journal    
DOI: 10.1016/j.rsase.2015.06.005     Document Type: Article
Times cited : (34)

References (47)
  • 1
    • 84864529354 scopus 로고    scopus 로고
    • Context-sensitive extraction of tree crown objects in urban areas using VHR satellite images
    • Ardila J.P., Bijker W., Tolpekin V.A., Stein A. Context-sensitive extraction of tree crown objects in urban areas using VHR satellite images. Int. J. Appl. Earth Obs. Geoinf. 2012, 15:57-69.
    • (2012) Int. J. Appl. Earth Obs. Geoinf. , vol.15 , pp. 57-69
    • Ardila, J.P.1    Bijker, W.2    Tolpekin, V.A.3    Stein, A.4
  • 2
    • 80053353473 scopus 로고    scopus 로고
    • Markov-random-field-based super-resolution mapping for identification of urban trees in VHR images
    • Ardila J.P., Tolpekin V.A., Bijker W., Stein A. Markov-random-field-based super-resolution mapping for identification of urban trees in VHR images. ISPRS J. Photogramm. Remote Sens. 2011, 66(6):762-775.
    • (2011) ISPRS J. Photogramm. Remote Sens. , vol.66 , Issue.6 , pp. 762-775
    • Ardila, J.P.1    Tolpekin, V.A.2    Bijker, W.3    Stein, A.4
  • 3
    • 1642487678 scopus 로고    scopus 로고
    • Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information
    • Benz U.C., Hofmann P., Willhauck G., Lingenfelder I., Heynen M. Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information. ISPRS J. Photogramm. Remote Sens. 2004, 58(3-4):239-258.
    • (2004) ISPRS J. Photogramm. Remote Sens. , vol.58 , Issue.3-4 , pp. 239-258
    • Benz, U.C.1    Hofmann, P.2    Willhauck, G.3    Lingenfelder, I.4    Heynen, M.5
  • 4
    • 0347506105 scopus 로고    scopus 로고
    • Detecting and discriminating impervious cover with high-resolution IKONOS data using principal component analysis and morphological operators
    • Cablk M., Minor T. Detecting and discriminating impervious cover with high-resolution IKONOS data using principal component analysis and morphological operators. Int. J. Remote Sens. 2003, 24(23):4627-4645.
    • (2003) Int. J. Remote Sens. , vol.24 , Issue.23 , pp. 4627-4645
    • Cablk, M.1    Minor, T.2
  • 5
    • 34547683388 scopus 로고    scopus 로고
    • Shadow information recovery in urban areas from very high resolution satellite imagery
    • Chen Y., Wen D., Jing L., Shi P. Shadow information recovery in urban areas from very high resolution satellite imagery. Int. J. Remote Sens. 2007, 28(15):3249-3254.
    • (2007) Int. J. Remote Sens. , vol.28 , Issue.15 , pp. 3249-3254
    • Chen, Y.1    Wen, D.2    Jing, L.3    Shi, P.4
  • 6
    • 0036214135 scopus 로고    scopus 로고
    • Parameter estimation for urban runoff modelling
    • Choi K., Ball J.E. Parameter estimation for urban runoff modelling. Urban Water 2002, 4(1):31-41.
    • (2002) Urban Water , vol.4 , Issue.1 , pp. 31-41
    • Choi, K.1    Ball, J.E.2
  • 7
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton R.G. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sens. Environ. 1991, 37(1):35-46.
    • (1991) Remote Sens. Environ. , vol.37 , Issue.1 , pp. 35-46
    • Congalton, R.G.1
  • 8
    • 13444278773 scopus 로고    scopus 로고
    • Shadow analysis in high-resolution satellite imagery of urban areas
    • Dare P.M. Shadow analysis in high-resolution satellite imagery of urban areas. Photogramm. Eng. Remote Sens. 2005, 71(2):169-177.
    • (2005) Photogramm. Eng. Remote Sens. , vol.71 , Issue.2 , pp. 169-177
    • Dare, P.M.1
  • 9
    • 59249092662 scopus 로고    scopus 로고
    • Full hierarchic versus non-hierarchic classification approaches for mapping sealed surfaces at the rural-urban fringe using high-resolution satellite data
    • De Roeck T., Van de Voorde T., Canters F. Full hierarchic versus non-hierarchic classification approaches for mapping sealed surfaces at the rural-urban fringe using high-resolution satellite data. Sensors 2009, 9(1):22-45.
    • (2009) Sensors , vol.9 , Issue.1 , pp. 22-45
    • De Roeck, T.1    Van de Voorde, T.2    Canters, F.3
  • 10
    • 84857563462 scopus 로고    scopus 로고
    • Extraction and analysis of impervious surfaces based on a spectral un-mixing method using Pearl River Delta of China Landsat TM/ETM+ imagery from 1998 to 2008
    • Deng Y., Fan F., Chen R. Extraction and analysis of impervious surfaces based on a spectral un-mixing method using Pearl River Delta of China Landsat TM/ETM+ imagery from 1998 to 2008. Sensors 2012, 12:1846-1862.
    • (2012) Sensors , vol.12 , pp. 1846-1862
    • Deng, Y.1    Fan, F.2    Chen, R.3
  • 11
    • 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.Q., Roberts D.A. A comparison of error metrics and constraints for multiple endmember spectral mixture analysis and spectral angle mapper. Remote Sens. Environ. 2004, 93(3):359-367.
    • (2004) Remote Sens. Environ. , vol.93 , Issue.3 , pp. 359-367
    • Dennison, P.E.1    Halligan, K.Q.2    Roberts, D.A.3
  • 12
    • 2942522160 scopus 로고    scopus 로고
    • Endmember selection for multiple endmember spectral mixture analysis using endmember average RMSE
    • Dennison P.E., Roberts D.A. Endmember selection for multiple endmember spectral mixture analysis using endmember average RMSE. Remote Sens. Environ. 2003, 87(2-3):123-135.
    • (2003) Remote Sens. Environ. , vol.87 , Issue.2-3 , pp. 123-135
    • Dennison, P.E.1    Roberts, D.A.2
  • 14
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody G.M. Status of land cover classification accuracy assessment. Remote Sens. Environ. 2002, 80(1):185-201.
    • (2002) Remote Sens. Environ. , vol.80 , Issue.1 , pp. 185-201
    • Foody, G.M.1
  • 15
    • 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 Sens. Environ. 2009, 113(8):1712-1723.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.8 , pp. 1712-1723
    • Franke, J.1    Roberts, D.A.2    Halligan, K.3    Menz, G.4
  • 16
    • 0242463529 scopus 로고    scopus 로고
    • IKONOS imagery for resource management: Tree cover, impervious surfaces, and riparian buffer analyses in the mid-Atlantic region
    • Goetz S.J., Wright R.K., Smith A.J., Zinecker E., Schaub E. IKONOS imagery for resource management: Tree cover, impervious surfaces, and riparian buffer analyses in the mid-Atlantic region. Remote Sens. Environ. 2003, 88(1-2):195-208.
    • (2003) Remote Sens. Environ. , vol.88 , Issue.1-2 , pp. 195-208
    • Goetz, S.J.1    Wright, R.K.2    Smith, A.J.3    Zinecker, E.4    Schaub, E.5
  • 17
    • 22944457534 scopus 로고    scopus 로고
    • Spectral characteristics of asphalt road aging and deterioration: implications for remote-sensing applications
    • Herold M., Roberts D. Spectral characteristics of asphalt road aging and deterioration: implications for remote-sensing applications. Appl. Opt. 2005, 44(20):4327-4334.
    • (2005) Appl. Opt. , vol.44 , Issue.20 , pp. 4327-4334
    • Herold, M.1    Roberts, D.2
  • 18
    • 2942739371 scopus 로고    scopus 로고
    • Spectrometry for urban area remote sensing-development and analysis of a spectral library from 350 to 2400nm
    • Herold M., Roberts D.A., Gardner M.E., Dennison P.E. Spectrometry for urban area remote sensing-development and analysis of a spectral library from 350 to 2400nm. Remote Sens. Environ. 2004, 91(3-4):304-319.
    • (2004) Remote Sens. Environ. , vol.91 , Issue.3-4 , pp. 304-319
    • Herold, M.1    Roberts, D.A.2    Gardner, M.E.3    Dennison, P.E.4
  • 19
    • 0032986310 scopus 로고    scopus 로고
    • Remote sensing of urban/suburban infrastructure and socio-economic attributes
    • Jensen J.R., Cowen D.C. Remote sensing of urban/suburban infrastructure and socio-economic attributes. Photogramm. Eng. Remote Sens. 1999, 65:611-622.
    • (1999) Photogramm. Eng. Remote Sens. , vol.65 , pp. 611-622
    • Jensen, J.R.1    Cowen, D.C.2
  • 20
    • 33244495276 scopus 로고    scopus 로고
    • Process for enhancing the spatial resolution of multispectral imagery using pan-sharpening
    • Google Patents.
    • Laben, C.A., Brower, B.V., 2000. Process for enhancing the spatial resolution of multispectral imagery using pan-sharpening. Google Patents.
    • (2000)
    • Laben, C.A.1    Brower, B.V.2
  • 22
    • 79953111137 scopus 로고    scopus 로고
    • A multilevel hierarchical image segmentation method for urban impervious surface mapping using very high resolution imagery
    • Li P., Guo J., Song B., Xiao X. A multilevel hierarchical image segmentation method for urban impervious surface mapping using very high resolution imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 2011, 4(1):1-14.
    • (2011) IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. , vol.4 , Issue.1 , pp. 1-14
    • Li, P.1    Guo, J.2    Song, B.3    Xiao, X.4
  • 23
    • 34047163965 scopus 로고    scopus 로고
    • Comparative assessment of the measures of thematic classification accuracy
    • Liu C., Frazier P., Kumar L. Comparative assessment of the measures of thematic classification accuracy. Remote Sens. Environ. 2007, 107(4):606-616.
    • (2007) Remote Sens. Environ. , vol.107 , Issue.4 , pp. 606-616
    • Liu, C.1    Frazier, P.2    Kumar, L.3
  • 24
    • 79957529291 scopus 로고    scopus 로고
    • Impervious surface mapping with QuickBird imagery
    • Lu D., Hetrick S., Moran E. Impervious surface mapping with QuickBird imagery. Int. J. Remote Sens. 2011, 32(9):2519-2533.
    • (2011) Int. J. Remote Sens. , vol.32 , Issue.9 , pp. 2519-2533
    • Lu, D.1    Hetrick, S.2    Moran, E.3
  • 25
    • 67650258206 scopus 로고    scopus 로고
    • Extraction of urban impervious surfaces from an IKONOS image
    • Lu D., Weng Q. Extraction of urban impervious surfaces from an IKONOS image. Int. J. Remote Sens. 2009, 30(5):1297-1311.
    • (2009) Int. J. Remote Sens. , vol.30 , Issue.5 , pp. 1297-1311
    • Lu, D.1    Weng, Q.2
  • 26
    • 84855460795 scopus 로고    scopus 로고
    • Monitoring two decades of urbanization in the Poyang Lake area, China through spectral unmixing
    • Michishita R., Jiang Z., Xu B. Monitoring two decades of urbanization in the Poyang Lake area, China through spectral unmixing. Remote Sen. Environ. 2012, 117:3-18.
    • (2012) Remote Sen. Environ. , vol.117 , pp. 3-18
    • Michishita, R.1    Jiang, Z.2    Xu, B.3
  • 28
    • 84870202759 scopus 로고    scopus 로고
    • Making better use of accuracy data in land change studies: estimating accuracy and area and quantifying uncertainty using stratified estimation
    • Olofsson P., Foody G.M., Stehman S.V., Woodcock C.E. Making better use of accuracy data in land change studies: estimating accuracy and area and quantifying uncertainty using stratified estimation. Remote Sens. Environ. 2013, 129:122-131.
    • (2013) Remote Sens. Environ. , vol.129 , pp. 122-131
    • Olofsson, P.1    Foody, G.M.2    Stehman, S.V.3    Woodcock, C.E.4
  • 29
    • 79956324768 scopus 로고    scopus 로고
    • Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment
    • Pontius R.G., Millones M. Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment. Int. J. Remote Sens. 2011, 32(15):4407-4429.
    • (2011) Int. J. Remote Sens. , vol.32 , Issue.15 , pp. 4407-4429
    • Pontius, R.G.1    Millones, M.2
  • 30
    • 33845914584 scopus 로고    scopus 로고
    • Sub-pixel mapping of urban land cover using multiple endmember spectral mixture analysis: Manaus, Brazil
    • Powell R., Roberts D., Dennison P., Hess L. Sub-pixel mapping of urban land cover using multiple endmember spectral mixture analysis: Manaus, Brazil. Remote Sens. Environ. 2007, 106(2):253-267.
    • (2007) Remote Sens. Environ. , vol.106 , Issue.2 , pp. 253-267
    • Powell, R.1    Roberts, D.2    Dennison, P.3    Hess, L.4
  • 31
    • 0032156917 scopus 로고    scopus 로고
    • Mapping chaparral in the Santa Monica Mountains using multiple endmember spectral mixture models
    • Roberts D., Gardner M., Church R., Ustin S., Scheer G., Green R. Mapping chaparral in the Santa Monica Mountains using multiple endmember spectral mixture models. Remote Sens. Environ. 1998, 65(3):267-279.
    • (1998) Remote Sens. Environ. , vol.65 , Issue.3 , pp. 267-279
    • Roberts, D.1    Gardner, M.2    Church, R.3    Ustin, S.4    Scheer, G.5    Green, R.6
  • 32
    • 77951619971 scopus 로고    scopus 로고
    • UC Santa Barbara, Department of Geography, Visualization and Image Processing for Environmental Research Laboratory
    • Roberts D., Halligan K., Dennison P. VIPER Tools User Manual 2007, UC Santa Barbara, Department of Geography, Visualization and Image Processing for Environmental Research Laboratory.
    • (2007) VIPER Tools User Manual
    • Roberts, D.1    Halligan, K.2    Dennison, P.3
  • 33
    • 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.E., Hetzel Y., Ustin S.L., Lee C.T. Evaluation of the potential of Hyperion for fire danger assessment by comparison to the Airborne Visible/Infrared Imaging Spectrometer. IEEE Trans. Geosci. Remote Sens. 2003, 41(6):1297-1310.
    • (2003) IEEE Trans. Geosci. Remote Sens. , vol.41 , Issue.6 , pp. 1297-1310
    • Roberts, D.A.1    Dennison, P.E.2    Gardner, M.E.3    Hetzel, Y.4    Ustin, S.L.5    Lee, C.T.6
  • 34
    • 33745105444 scopus 로고    scopus 로고
    • Mapping marshland vegetation of San Francisco Bay, California, using hyperspectral data
    • Rosso P., Ustin S., Hastings A. Mapping marshland vegetation of San Francisco Bay, California, using hyperspectral data. Int. J. Remote Sens. 2005, 26(23):5169-5191.
    • (2005) Int. J. Remote Sens. , vol.26 , Issue.23 , pp. 5169-5191
    • Rosso, P.1    Ustin, S.2    Hastings, A.3
  • 35
    • 15944368095 scopus 로고    scopus 로고
    • Shadow detection and radiometric restoration in satellite high resolution images
    • Symposium. IGARSS'04 Proceedings, 2004 IEEE International. IEEE
    • Sarabandi, P., Yamazaki, F., Matsuoka, M., Kiremidjian, A., 2004. Shadow detection and radiometric restoration in satellite high resolution images. Geosci. Remote Sens. In: Symposium. IGARSS'04 Proceedings, 2004 IEEE International. IEEE, pp. 3744-3747.
    • (2004) Geosci. Remote Sens , pp. 3744-3747
    • Sarabandi, P.1    Yamazaki, F.2    Matsuoka, M.3    Kiremidjian, A.4
  • 38
    • 0442314452 scopus 로고    scopus 로고
    • High spatial resolution spectral mixture analysis of urban reflectance
    • Small C. High spatial resolution spectral mixture analysis of urban reflectance. Remote Sens. Environ. 2003, 88(1):170-186.
    • (2003) Remote Sens. Environ. , vol.88 , Issue.1 , pp. 170-186
    • Small, C.1
  • 39
    • 70449448055 scopus 로고    scopus 로고
    • A comparison of two spectral mixture modelling approaches for impervious surface mapping in urban areas
    • Van de Voorde T., De Roeck T., Canters F. A comparison of two spectral mixture modelling approaches for impervious surface mapping in urban areas. Int. J. Remote Sens. 2009, 30(18):4785-4806.
    • (2009) Int. J. Remote Sens. , vol.30 , Issue.18 , pp. 4785-4806
    • Van de Voorde, T.1    De Roeck, T.2    Canters, F.3
  • 40
    • 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 Sens. Environ. 2009, 113(11):2298-2305.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.11 , pp. 2298-2305
    • Van der Linden, S.1    Hostert, P.2
  • 41
    • 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. Int. J. Remote Sens. 2009, 30(18):4807-4830.
    • (2009) Int. J. Remote Sens. , vol.30 , Issue.18 , pp. 4807-4830
    • Weng, Q.1    Hu, X.2    Liu, H.3
  • 42
    • 84944035423 scopus 로고    scopus 로고
    • Fully constrained linear spectral unmixing based global shadow compensation for high resolution satellite imagery of urban areas
    • Yang J., He Y., Caspersen J. Fully constrained linear spectral unmixing based global shadow compensation for high resolution satellite imagery of urban areas. Int. J. Appl. Earth Obs. Geoinf. 2015, 38:88-98.
    • (2015) Int. J. Appl. Earth Obs. Geoinf. , vol.38 , pp. 88-98
    • Yang, J.1    He, Y.2    Caspersen, J.3
  • 43
    • 84897563622 scopus 로고    scopus 로고
    • An endmember optimization approach for linear spectral unmixing of fine-scale urban imagery
    • Yang J., He Y., Oguchi T. An endmember optimization approach for linear spectral unmixing of fine-scale urban imagery. Int. J. Appl. Earth Obs. Geoinf. 2014, 27:137-146.
    • (2014) Int. J. Appl. Earth Obs. Geoinf. , vol.27 , pp. 137-146
    • Yang, J.1    He, Y.2    Oguchi, T.3
  • 45
    • 66049089993 scopus 로고    scopus 로고
    • Object-based land cover classification of shaded areas in high spatial resolution imagery of urban areas: a comparison study
    • Zhou W., Huang G., Troy A., Cadenasso M.L. Object-based land cover classification of shaded areas in high spatial resolution imagery of urban areas: a comparison study. Remote Sens. Environ. 2009, 113(8):1769-1777.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.8 , pp. 1769-1777
    • Zhou, W.1    Huang, G.2    Troy, A.3    Cadenasso, M.L.4
  • 46
    • 46249127568 scopus 로고    scopus 로고
    • An object-oriented approach for analysing and characterizing urban landscape at the parcel level
    • Zhou W., Troy A. An object-oriented approach for analysing and characterizing urban landscape at the parcel level. Int. J. Remote Sens. 2008, 29(11):3119-3135.
    • (2008) Int. J. Remote Sens. , vol.29 , Issue.11 , pp. 3119-3135
    • Zhou, W.1    Troy, A.2
  • 47
    • 77956255248 scopus 로고    scopus 로고
    • Modeling watershed rainfall-runoff relations using impervious surface-area data with high spatial resolution
    • Zhou Y., Wang Y., Gold A.J., August P.V. Modeling watershed rainfall-runoff relations using impervious surface-area data with high spatial resolution. Hydrogeol. J. 2010, 18(6):1413-1423.
    • (2010) Hydrogeol. J. , vol.18 , Issue.6 , pp. 1413-1423
    • Zhou, Y.1    Wang, Y.2    Gold, A.J.3    August, P.V.4


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