메뉴 건너뛰기




Volumn 54, Issue , 2017, Pages 53-64

Automated mapping of impervious surfaces in urban and suburban areas: Linear spectral unmixing of high spatial resolution imagery

Author keywords

Greenspace; High spatial resolution imagery; Impervious surface; Linear spectral unmixing; Shadow; Suburban; Urban

Indexed keywords

GREENSPACE; IMAGERY; MANMADE STRUCTURE; MAPPING; REMOTE SENSING; SPATIAL RESOLUTION; SUBURBAN AREA; URBAN AREA; WORLDVIEW;

EID: 85018194362     PISSN: 15698432     EISSN: 1872826X     Source Type: Journal    
DOI: 10.1016/j.jag.2016.09.006     Document Type: Article
Times cited : (54)

References (36)
  • 3
    • 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. 24 (2003), 4627–4645.
    • (2003) Int. J. Remote Sens. , vol.24 , pp. 4627-4645
    • Cablk, M.1    Minor, T.2
  • 4
    • 0343628849 scopus 로고    scopus 로고
    • The impact of land use—land cover changes due to urbanization on surface microclimate and hydrology: a satellite perspective
    • Carlson, T.N., Arthur, S.T., The impact of land use—land cover changes due to urbanization on surface microclimate and hydrology: a satellite perspective. Glob. Planet. Change 25 (2000), 49–65.
    • (2000) Glob. Planet. Change , vol.25 , pp. 49-65
    • Carlson, T.N.1    Arthur, S.T.2
  • 5
    • 4544296897 scopus 로고    scopus 로고
    • Analysis and prediction of surface runoff in an urbanizing watershed using satellite imagery
    • Carlson, T.N., Analysis and prediction of surface runoff in an urbanizing watershed using satellite imagery. J. Am. Water Res. Assoc. 40 (2004), 1087–1098.
    • (2004) J. Am. Water Res. Assoc. , vol.40 , pp. 1087-1098
    • Carlson, T.N.1
  • 7
    • 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 9 (2009), 22–45.
    • (2009) Sensors , vol.9 , pp. 22-45
    • De Roeck, T.1    Van de Voorde, T.2    Canters, F.3
  • 8
    • 0141569017 scopus 로고    scopus 로고
    • Effects of urbanization on the aquatic fauna of the Line Creek watershed, Atlanta—a satellite perspective
    • Gillies, R.R., Box, J.B., Symanzik, J., Rodemaker, E.J., Effects of urbanization on the aquatic fauna of the Line Creek watershed, Atlanta—a satellite perspective. Remote Sens. Environ. 86 (2003), 411–422.
    • (2003) Remote Sens. Environ. , vol.86 , pp. 411-422
    • Gillies, R.R.1    Box, J.B.2    Symanzik, J.3    Rodemaker, E.J.4
  • 9
    • 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. 88 (2003), 195–208.
    • (2003) Remote Sens. Environ. , vol.88 , pp. 195-208
    • Goetz, S.J.1    Wright, R.K.2    Smith, A.J.3    Zinecker, E.4    Schaub, E.5
  • 10
    • 49649136358 scopus 로고
    • An efficient algorith for determining the convex hull of a finite planar set
    • Graham, R.L., An efficient algorith for determining the convex hull of a finite planar set. Inf. Process. Lett. 1 (1972), 132–133.
    • (1972) Inf. Process. Lett. , vol.1 , pp. 132-133
    • Graham, R.L.1
  • 11
    • 0035696907 scopus 로고    scopus 로고
    • Effect of spatial resolution on classification errors of pure and mixed pixels in remote sensing. Geoscience and Remote Sensing
    • Hsieh, P.-F., Lee, L.C., Chen, N.-Y., Effect of spatial resolution on classification errors of pure and mixed pixels in remote sensing. Geoscience and Remote Sensing. IEEE Trans. 39 (2001), 2657–2663.
    • (2001) IEEE Trans. , vol.39 , pp. 2657-2663
    • Hsieh, P.-F.1    Lee, L.C.2    Chen, N.-Y.3
  • 12
    • 79251626693 scopus 로고    scopus 로고
    • Impervious surface area extraction from IKONOS imagery using an object-based fuzzy method
    • Hu, X., Weng, Q., Impervious surface area extraction from IKONOS imagery using an object-based fuzzy method. Geocarto Int. 26 (2011), 3–20.
    • (2011) Geocarto Int. , vol.26 , pp. 3-20
    • Hu, X.1    Weng, Q.2
  • 14
    • 77649088997 scopus 로고    scopus 로고
    • Comparison of geo-object based and pixel-based change detection of riparian environments using high spatial resolution multi-spectral imagery
    • Johansen, K., Arroyo, L.A., Phinn, S., Witte, C., Comparison of geo-object based and pixel-based change detection of riparian environments using high spatial resolution multi-spectral imagery. Photogramm. Eng. Remote Sens. 76 (2010), 123–136.
    • (2010) Photogramm. Eng. Remote Sens. , vol.76 , pp. 123-136
    • Johansen, K.1    Arroyo, L.A.2    Phinn, S.3    Witte, C.4
  • 15
    • 84855441476 scopus 로고    scopus 로고
    • Process for enhancing the spatial resolution of multispectral imagery using pan-sharpening
    • Laben, C.A., Brower, B.V., Process for enhancing the spatial resolution of multispectral imagery using pan-sharpening. Google Patents, 2000.
    • (2000) Google Patents
    • Laben, C.A.1    Brower, B.V.2
  • 16
    • 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 Sens. Environ. 102 (2006), 146–160.
    • (2006) Remote Sens. Environ. , vol.102 , pp. 146-160
    • Lu, D.1    Weng, Q.2
  • 17
    • 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. 30 (2009), 1297–1311.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 1297-1311
    • Lu, D.1    Weng, Q.2
  • 18
    • 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. 32 (2011), 2519–2533.
    • (2011) Int. J. Remote Sens. , vol.32 , pp. 2519-2533
    • Lu, D.1    Hetrick, S.2    Moran, E.3
  • 19
    • 33947498143 scopus 로고    scopus 로고
    • Remote sensing of urban vegetation life form by spectral mixture analysis of high‐resolution IKONOS satellite images
    • Nichol, J., Wong, M., Remote sensing of urban vegetation life form by spectral mixture analysis of high‐resolution IKONOS satellite images. Int. J. Remote Sens. 28 (2007), 985–1000.
    • (2007) Int. J. Remote Sens. , vol.28 , pp. 985-1000
    • Nichol, J.1    Wong, M.2
  • 20
    • 75349096065 scopus 로고    scopus 로고
    • Assessing avian habitat fragmentation in urban areas of Hong Kong (Kowloon) at high spatial resolution using spectral unmixing
    • Nichol, J.E., Wong, M.S., Corlett, R., Nichol, D.W., Assessing avian habitat fragmentation in urban areas of Hong Kong (Kowloon) at high spatial resolution using spectral unmixing. Landsc. Urban Plan. 95 (2010), 54–60.
    • (2010) Landsc. Urban Plan. , vol.95 , pp. 54-60
    • Nichol, J.E.1    Wong, M.S.2    Corlett, R.3    Nichol, D.W.4
  • 21
    • 0037057551 scopus 로고    scopus 로고
    • Monitoring the composition of urban environments based on the vegetation-impervious surface-soil (VIS) model by subpixel analysis techniques
    • Phinn, S., Stanford, M., Scarth, P., Murray, A., Shyy, P., Monitoring the composition of urban environments based on the vegetation-impervious surface-soil (VIS) model by subpixel analysis techniques. Int. J. Remote Sens. 23 (2002), 4131–4153.
    • (2002) Int. J. Remote Sens. , vol.23 , pp. 4131-4153
    • Phinn, S.1    Stanford, M.2    Scarth, P.3    Murray, A.4    Shyy, P.5
  • 22
    • 0029521079 scopus 로고
    • Exploring a VIS (vegetation-impervious surface-soil) model for urban ecosystem analysis through remote sensing: Comparative anatomy for cities†
    • Ridd, M.K., Exploring a VIS (vegetation-impervious surface-soil) model for urban ecosystem analysis through remote sensing: Comparative anatomy for cities†. Int. J. Remote Sens. 16 (1995), 2165–2185.
    • (1995) Int. J. Remote Sens. , vol.16 , pp. 2165-2185
    • Ridd, M.K.1
  • 23
    • 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. 88 (2003), 170–186.
    • (2003) Remote Sens. Environ. , vol.88 , pp. 170-186
    • Small, C.1
  • 24
    • 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. 30 (2009), 4785–4806.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 4785-4806
    • Van de Voorde, T.1    De Roeck, T.2    Canters, F.3
  • 25
    • 46249110064 scopus 로고    scopus 로고
    • Extracting impervious surfaces from medium spatial resolution multispectral and hyperspectral imagery: A comparison
    • Weng, Q., Hu, X., Lu, D., Extracting impervious surfaces from medium spatial resolution multispectral and hyperspectral imagery: A comparison. Int. J. Remote Sens. 29 (2008), 3209–3232.
    • (2008) Int. J. Remote Sens. , vol.29 , pp. 3209-3232
    • Weng, Q.1    Hu, X.2    Lu, D.3
  • 26
    • 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. 30 (2009), 4807–4830.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 4807-4830
    • Weng, Q.1    Hu, X.2    Liu, H.3
  • 27
    • 0035192377 scopus 로고    scopus 로고
    • Modeling urban growth effects on surface runoff with the integration of remote sensing and GIS
    • Weng, Q., Modeling urban growth effects on surface runoff with the integration of remote sensing and GIS. Environ. Manag. 28 (2001), 737–748.
    • (2001) Environ. Manag. , vol.28 , pp. 737-748
    • Weng, Q.1
  • 28
    • 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 Sens. Environ. 117 (2012), 34–49.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 34-49
    • Weng, Q.1
  • 29
    • 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 Sens. Environ. 84 (2003), 493–505.
    • (2003) Remote Sens. Environ. , vol.84 , pp. 493-505
    • Wu, C.1    Murray, A.T.2
  • 30
    • 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. Int. J. Remote Sens. 30 (2009), 2915–2932.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 2915-2932
    • Wu, C.1
  • 31
    • 84944054931 scopus 로고    scopus 로고
    • Impervious surface extraction in urban areas from high spatial resolution imagery using linear spectral unmixing
    • Yang, J., Li, P., Impervious surface extraction in urban areas from high spatial resolution imagery using linear spectral unmixing. Remote Sens. Appl.: Soc. Environ. 1 (2015), 61–71.
    • (2015) Remote Sens. Appl.: Soc. Environ. , vol.1 , pp. 61-71
    • Yang, J.1    Li, P.2
  • 32
    • 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.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. Can. J. Remote Sens. 29 (2003), 230–240.
    • (2003) Can. J. Remote Sens. , vol.29 , pp. 230-240
    • Yang, L.1    Huang, C.2    Homer, C.G.3    Wylie, B.K.4    Coan, M.J.5
  • 33
    • 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 Observ. Geoinf. 27 (2014), 137–146.
    • (2014) Int. J. Appl. Earth Observ. Geoinf. , vol.27 , pp. 137-146
    • Yang, J.1    He, Y.2    Oguchi, T.3
  • 34
    • 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 Observ. Geoinf. 38 (2015), 88–98.
    • (2015) Int. J. Appl. Earth Observ. Geoinf. , vol.38 , pp. 88-98
    • Yang, J.1    He, Y.2    Caspersen, J.3
  • 35
    • 84869049150 scopus 로고    scopus 로고
    • Mapping impervious surface area using high resolution imagery: A comparison of object-based and per pixel classification
    • Yuan, F., Bauer, M.E., Mapping impervious surface area using high resolution imagery: A comparison of object-based and per pixel classification. Proceedings of ASPRS 2006 Annual Conference, 2006, 1–5.
    • (2006) Proceedings of ASPRS 2006 Annual Conference , pp. 1-5
    • Yuan, F.1    Bauer, M.E.2
  • 36
    • 47649116598 scopus 로고    scopus 로고
    • Extraction of impervious surface areas from high spatial resolution imagery by multiple agent segmentation and classification
    • Zhou, Y., Wang, Y., Extraction of impervious surface areas from high spatial resolution imagery by multiple agent segmentation and classification. Photogramm. Eng. Remote Sens. 74 (2008), 857–868.
    • (2008) Photogramm. Eng. Remote Sens. , vol.74 , pp. 857-868
    • Zhou, Y.1    Wang, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.