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Volumn 41, Issue 6, 2015, Pages 577-586

Improving Urban Impervious Surface Mapping by Linear Spectral Mixture Analysis and Using Spectral Indices

Author keywords

[No Author keywords available]

Indexed keywords

ENVIRONMENTAL IMPACT; ERRORS; MAPPING; MEAN SQUARE ERROR; MIXTURES; PIXELS; SATELLITE IMAGERY; SOILS; SOLAR RADIATION; SOLS;

EID: 84958835251     PISSN: 07038992     EISSN: 17127971     Source Type: Journal    
DOI: 10.1080/07038992.2015.1112730     Document Type: Article
Times cited : (38)

References (59)
  • 1
    • 0028980239 scopus 로고
    • Classification of multispectral images based on fractions of endmembers: Application to land-cover change in the Brazilian Amazon
    • J.Adams, D.Sabol, V.Kapos, Almeida R.Filho, D.Roberts, M.Smith, and A.Gillespie, 1995. “Classification of multispectral images based on fractions of endmembers: Application to land-cover change in the Brazilian Amazon.” Remote Sensing of Environment, Vol. 52(No. 2): pp. 137–154.
    • (1995) Remote Sensing of Environment , vol.52 , Issue.2 , pp. 137-154
    • Adams, J.1    Sabol, D.2    Kapos, V.3    Filho, R.4    Roberts, D.5    Smith, M.6    Gillespie, A.7
  • 2
    • 84958853229 scopus 로고    scopus 로고
    • Impervious surface mapping and change monitoring using Landsat remote sensing.” Paper presented at ASPRS annual conference proceedings, Denver, CO, May 23–28, 2004
    • M.Bauer, N.Heinert, J.Doyle, and F.Yuan, 2004. “Impervious surface mapping and change monitoring using Landsat remote sensing.” Paper presented at ASPRS annual conference proceedings, Denver, CO, May 23–28, 2004.
    • (2004)
    • Bauer, M.1    Heinert, N.2    Doyle, J.3    Yuan, F.4
  • 3
    • 0036253365 scopus 로고    scopus 로고
    • Impervious surfaces and water quality: a review of current literature and its implications for watershed planning
    • E.Brabec, 2002. “Impervious surfaces and water quality: a review of current literature and its implications for watershed planning.” Journal of Planning Literature, Vol. 16(No. 4): pp. 499–514.
    • (2002) Journal of Planning Literature , vol.16 , Issue.4 , pp. 499-514
    • Brabec, E.1
  • 4
    • 81355147255 scopus 로고    scopus 로고
    • Estimation of Southeast Asian rice paddy areas with different ecosystems from moderate-resolution satellite imagery
    • A.Bridhikitti, and T.Overcamp, 2012. “Estimation of Southeast Asian rice paddy areas with different ecosystems from moderate-resolution satellite imagery.” Agriculture, Ecosystems & Environment, Vol. 146(No. 1): pp. 113–120.
    • (2012) Agriculture, Ecosystems & Environment , vol.146 , Issue.1 , pp. 113-120
    • Bridhikitti, A.1    Overcamp, T.2
  • 6
    • 0032551520 scopus 로고    scopus 로고
    • Review article: Synergy in remote sensing—What's in a pixel?
    • A.Cracknell, 1998. “Review article: Synergy in remote sensing—What's in a pixel?” International Journal of Remote Sensing, Vol. 19(No. 11): pp. 2025–2047.
    • (1998) International Journal of Remote Sensing , vol.19 , Issue.11 , pp. 2025-2047
    • Cracknell, A.1
  • 7
    • 56949095125 scopus 로고    scopus 로고
    • An empirical anisotropy correction model for estimating land surface albedo for radiation budget studies
    • Y.Cui, Y.Mitomi, and T.Takamura, 2009. “An empirical anisotropy correction model for estimating land surface albedo for radiation budget studies.” Remote Sensing of Environment, Vol. 113(No. 1): pp. 24–39.
    • (2009) Remote Sensing of Environment , vol.113 , Issue.1 , pp. 24-39
    • Cui, Y.1    Mitomi, Y.2    Takamura, T.3
  • 8
    • 84857563462 scopus 로고    scopus 로고
    • Extracting and analyzing the impervious surfaces by using Landsat TM/ETM + imagery based on spectral unmixing method from 1998 to 2008 in Pearl River Delta of China
    • Y.Deng, F.Fan, and R.Chen, 2012. “Extracting and analyzing the impervious surfaces by using Landsat TM/ETM + imagery based on spectral unmixing method from 1998 to 2008 in Pearl River Delta of China.” Sensors, Vol. 12(No. 2): pp. 1846–1862.
    • (2012) Sensors , vol.12 , Issue.2 , pp. 1846-1862
    • Deng, Y.1    Fan, F.2    Chen, R.3
  • 11
    • 84904766959 scopus 로고    scopus 로고
    • Enhancing endmember selection in multiple endmember spectral mixture analysis (MESMA) for urban impervious surface area mapping using spectral angle and spectral distance parameters
    • F.Fan, and Y.Deng, 2014. “Enhancing endmember selection in multiple endmember spectral mixture analysis (MESMA) for urban impervious surface area mapping using spectral angle and spectral distance parameters.” International Journal of Applied Earth Observation and Geoinformation, Vol. 33(No. 3): pp. 290–301.
    • (2014) International Journal of Applied Earth Observation and Geoinformation , vol.33 , Issue.3 , pp. 290-301
    • Fan, F.1    Deng, Y.2
  • 12
    • 84905739295 scopus 로고    scopus 로고
    • Understanding spatial–temporal urban expansion pattern (1990–2009) using impervious surface data and Landscape indexes: A case study in Guangzhou (China)
    • F.Fan, and W.Fan, 2014. “Understanding spatial–temporal urban expansion pattern (1990–2009) using impervious surface data and Landscape indexes: A case study in Guangzhou (China).” Journal of Applied Remote Sensing, Vol. 41: pp. 1–15.
    • (2014) Journal of Applied Remote Sensing , vol.41 , pp. 1-15
    • Fan, F.1    Fan, W.2
  • 13
    • 84995320065 scopus 로고    scopus 로고
    • Land surface albedo retrieval and analysis by using TM data of Beijing
    • (in Chinese with English abstract)
    • Y.Feng, and H.Feng, 2012. “Land surface albedo retrieval and analysis by using TM data of Beijing.” Science of Surveying and Mapping, Vol. 37(No. 5): pp. 164–166 (in Chinese with English abstract).
    • (2012) Science of Surveying and Mapping , vol.37 , Issue.5 , pp. 164-166
    • Feng, Y.1    Feng, H.2
  • 14
    • 0141569017 scopus 로고    scopus 로고
    • Effects of urbanization on the aquatic fauna of the Line Creek watershed, Atlanta—A satellite perspective
    • R.Gillies, Brim J.Box, J.Symanzik, and E.Rodemaker, 2003. “Effects of urbanization on the aquatic fauna of the Line Creek watershed, Atlanta—A satellite perspective.” Remote Sensing of Environment, Vol. 86(No. 3): pp. 411–422.
    • (2003) Remote Sensing of Environment , vol.86 , Issue.3 , pp. 411-422
    • Gillies, R.1    Box, J.2    Symanzik, J.3    Rodemaker, E.4
  • 15
    • 0022267735 scopus 로고
    • Observed relation between thermal emission and reflected spectral radiance of a complex vegetated landscape
    • S.Goward, G.Cruickshanks, and A.Hope, 1985. “Observed relation between thermal emission and reflected spectral radiance of a complex vegetated landscape.” Remote Sensing of Environment, Vol. 18(No. 2): pp. 137–146.
    • (1985) Remote Sensing of Environment , vol.18 , Issue.2 , pp. 137-146
    • Goward, S.1    Cruickshanks, G.2    Hope, A.3
  • 16
    • 84890282730 scopus 로고    scopus 로고
    • Spatiotemporal analysis of urban environment based on the vegetation-impervious surface-soil model
    • H.Guo, Q.Huang, X.Li, Z.Sun, and Y.Zhang, 2014. “Spatiotemporal analysis of urban environment based on the vegetation-impervious surface-soil model.” Journal of Applied Remote Sensing, Vol. 8(No. 1): pp. 1–16.
    • (2014) Journal of Applied Remote Sensing , vol.8 , Issue.1 , pp. 1-16
    • Guo, H.1    Huang, Q.2    Li, X.3    Sun, Z.4    Zhang, Y.5
  • 17
  • 18
    • 84877637684 scopus 로고    scopus 로고
    • A new decision tree classification approach for extracting urban land from Landsat TM in a coastal city, China.” Information Science and Engineering (ISISE), International Symposium on IEEE, Vol. 8330(No. 1): pp. 282–286. Shanghai, China, October.–November 2012
    • L.Hua, W.Man, Q.Wang, and X.Zhao, 2012. “A new decision tree classification approach for extracting urban land from Landsat TM in a coastal city, China.” Information Science and Engineering (ISISE), International Symposium on IEEE, Vol. 8330(No. 1): pp. 282–286. Shanghai, China, October.–November 2012.
    • (2012)
    • Hua, L.1    Man, W.2    Wang, Q.3    Zhao, X.4
  • 19
    • 84855469971 scopus 로고    scopus 로고
    • Impervious surface quantification using a synthesis of artificial immune networks and decision/regression trees from multi-sensor data
    • J.Im, Z.Lu, J.Rhee, and L.Quackenbush, 2012. “Impervious surface quantification using a synthesis of artificial immune networks and decision/regression trees from multi-sensor data.” Remote Sensing of Environment, Vol. 117: pp. 102–113.
    • (2012) Remote Sensing of Environment , vol.117 , pp. 102-113
    • Im, J.1    Lu, Z.2    Rhee, J.3    Quackenbush, L.4
  • 20
    • 7944238651 scopus 로고    scopus 로고
    • A modeling approach for estimating watershed impervious surface area from national land cover data
    • D.Jennings, S.Jarnagin, and D.Ebert, 2004. “A modeling approach for estimating watershed impervious surface area from national land cover data.” Photogrammetric Engineering and Remote Sensing, Vol. 70(No. 11): pp. 1295–1307.
    • (2004) Photogrammetric Engineering and Remote Sensing , vol.70 , Issue.11 , pp. 1295-1307
    • Jennings, D.1    Jarnagin, S.2    Ebert, D.3
  • 21
    • 80052198423 scopus 로고    scopus 로고
    • Use of Landsat TM/ETM+ data to analyze urban heat island and its relationship with land use/cover change.” Remote Sensing, Environment and Transportation Engineering (RSETE), 2011 International Conference on IEEE: pp.922 -927. Nanjing, China, June 2011.
    • L.Lee, L.Chen, X.Wang, and J.Zhao, 2011. “Use of Landsat TM/ETM+ data to analyze urban heat island and its relationship with land use/cover change.” Remote Sensing, Environment and Transportation Engineering (RSETE), 2011 International Conference on IEEE: pp.922 -927. Nanjing, China, June 2011.
    • (2011)
    • Lee, L.1    Chen, L.2    Wang, X.3    Zhao, J.4
  • 22
    • 0036836837 scopus 로고    scopus 로고
    • Effects of composition and exposure on the solar reflectance of portland cement concrete
    • R.Levinson, and H.Akbari, 2002. “Effects of composition and exposure on the solar reflectance of portland cement concrete.” Cement and Concrete Research, Vol. 32(No. 11): pp. 1679–1698.
    • (2002) Cement and Concrete Research , vol.32 , Issue.11 , pp. 1679-1698
    • Levinson, R.1    Akbari, H.2
  • 23
    • 80052347152 scopus 로고    scopus 로고
    • Relationships of LST to NDBI and NDVI in Changsha–Zhuzhou–Xiangtan area based on MODIS data
    • H.Li, Q.Liu, and J.Zou, 2009. “Relationships of LST to NDBI and NDVI in Changsha–Zhuzhou–Xiangtan area based on MODIS data.” Scientia Geographica Sinica, Vol. 29(No. 2): pp. 262–267.
    • (2009) Scientia Geographica Sinica , vol.29 , Issue.2 , pp. 262-267
    • Li, H.1    Liu, Q.2    Zou, J.3
  • 24
    • 0035039426 scopus 로고    scopus 로고
    • Narrowband to broadband conversions of land surface albedo: I. Algorithms
    • S.Liang, 2001. “Narrowband to broadband conversions of land surface albedo: I. Algorithms.” Remote Sensing of Environment, Vol. 76(No. 2): pp. 213–238.
    • (2001) Remote Sensing of Environment , vol.76 , Issue.2 , pp. 213-238
    • Liang, S.1
  • 25
    • 0037243198 scopus 로고    scopus 로고
    • A direct algorithm for estimating land surface broadband albedos from MODIS imagery
    • S.Liang, 2003. “A direct algorithm for estimating land surface broadband albedos from MODIS imagery.” IEEE Transactions on Geoscience and Remote Sensing, Vol. 41(No. 1): pp. 136–145.
    • (2003) IEEE Transactions on Geoscience and Remote Sensing , vol.41 , Issue.1 , pp. 136-145
    • Liang, S.1
  • 27
    • 80053372879 scopus 로고    scopus 로고
    • Mapping impervious surfaces with the integrated use of Landsat Thematic Mapper and radar data: A case study in an urban–rural landscape in the Brazilian Amazon
    • D.Lu, G.Li, E.Moran, M.Batistella, and C.Freitas, 2011. “Mapping impervious surfaces with the integrated use of Landsat Thematic Mapper and radar data: A case study in an urban–rural landscape in the Brazilian Amazon.” ISPRS Journal of Photogrammetry and Remote Sensing, Vol. 66(No. 6): pp. 798–808.
    • (2011) ISPRS Journal of Photogrammetry and Remote Sensing , vol.66 , Issue.6 , pp. 798-808
    • Lu, D.1    Li, G.2    Moran, E.3    Batistella, M.4    Freitas, C.5
  • 28
    • 1642628927 scopus 로고    scopus 로고
    • Spectral mixture analysis of the urban landscape in Indianapolis with Landsat ETM + imagery
    • D.Lu, and Q.Weng, 2004. “Spectral mixture analysis of the urban landscape in Indianapolis with Landsat ETM + imagery.” Photogrammetric Engineering and Remote Sensing, Vol. 70(No. 9): pp. 1053–1062.
    • (2004) Photogrammetric Engineering and Remote Sensing , vol.70 , Issue.9 , pp. 1053-1062
    • Lu, D.1    Weng, Q.2
  • 29
    • 33646478860 scopus 로고    scopus 로고
    • Use of impervious surface in urban land-use classification
    • D.Lu, and Q.Weng, 2006. “Use of impervious surface in urban land-use classification.” Remote Sensing of Environment, Vol. 102(No. 1): pp. 146–160.
    • (2006) Remote Sensing of Environment , vol.102 , Issue.1 , pp. 146-160
    • Lu, D.1    Weng, Q.2
  • 30
    • 33947591833 scopus 로고    scopus 로고
    • A survey of image classification methods and techniques for improving classification performance
    • D.Lu, and Q.Weng, 2007. “A survey of image classification methods and techniques for improving classification performance.” International Journal of Remote Sensing, Vol. 28(No. 5): pp. 823–870.
    • (2007) International Journal of Remote Sensing , vol.28 , Issue.5 , pp. 823-870
    • Lu, D.1    Weng, Q.2
  • 31
    • 67650258206 scopus 로고    scopus 로고
    • Extraction of urban impervious surfaces from an IKONOS image
    • D.Lu, and Q.Weng, 2009. “Extraction of urban impervious surfaces from an IKONOS image.” International Journal of Remote Sensing, Vol. 30(No. 5): pp. 1297–1311.
    • (2009) International Journal of Remote Sensing , vol.30 , Issue.5 , pp. 1297-1311
    • Lu, D.1    Weng, Q.2
  • 33
    • 84870776155 scopus 로고    scopus 로고
    • A quantitative approach for analyzing the relationship between urban heat islands and land cover
    • I.Ogashawara, and V.Bastos,. 2012. “A quantitative approach for analyzing the relationship between urban heat islands and land cover.” Remote Sensing, Vol. 4(No. 11): pp. 3596–3618.
    • (2012) Remote Sensing , vol.4 , Issue.11 , pp. 3596-3618
    • Ogashawara, I.1    Bastos, V.2
  • 35
    • 0037057551 scopus 로고    scopus 로고
    • Monitoring the composition of urban environments based on the vegetation-impervious surface-soil (VIS) model by sub-pixel analysis techniques
    • S.Phinn, M.Stanford, P.Scarth, A.Murray, and P.Shyy, 2002. “Monitoring the composition of urban environments based on the vegetation-impervious surface-soil (VIS) model by sub-pixel analysis techniques.” International Journal of Remote Sensing, Vol. 23(No. 20): pp. 4131–4153.
    • (2002) International Journal of Remote Sensing , vol.23 , Issue.20 , pp. 4131-4153
    • Phinn, S.1    Stanford, M.2    Scarth, P.3    Murray, A.4    Shyy, P.5
  • 37
    • 33845914584 scopus 로고    scopus 로고
    • Sub-pixel mapping of urban land cover using multiple endmember spectral mixture analysis: Manaus, Brazil
    • R.Powell, D.Roberts, P.Dennison, and L.Hess, 2007. “Sub-pixel mapping of urban land cover using multiple endmember spectral mixture analysis: Manaus, Brazil.” Remote Sensing of Environment, Vol. 106(No. 2): pp. 253–267.
    • (2007) Remote Sensing of Environment , vol.106 , Issue.2 , pp. 253-267
    • Powell, R.1    Roberts, D.2    Dennison, P.3    Hess, L.4
  • 38
    • 84958912048 scopus 로고    scopus 로고
    • Comparison between KL Transform and NDBI method on extracting the space information of city land use from ASTER image
    • P.Qin, and J.Chen, 2008. “Comparison between KL Transform and NDBI method on extracting the space information of city land use from ASTER image.” Geomatics & Spatial Information Technology, Vol. 31(No. 5): pp. 33–36.
    • (2008) Geomatics & Spatial Information Technology , vol.31 , Issue.5 , pp. 33-36
    • Qin, P.1    Chen, J.2
  • 39
    • 58149121834 scopus 로고    scopus 로고
    • Revealing the anatomy of cities through spectral mixture analysis of multispectral satellite imagery: a case study of the Greater Cairo region, Egypt
    • T.Rashed, J.Weeks, M.Gadalla, and A.Hill, 2001. “Revealing the anatomy of cities through spectral mixture analysis of multispectral satellite imagery: a case study of the Greater Cairo region, Egypt.” Geocarto International, Vol. 16(No. 4): pp. 7–18.
    • (2001) Geocarto International , vol.16 , Issue.4 , pp. 7-18
    • Rashed, T.1    Weeks, J.2    Gadalla, M.3    Hill, A.4
  • 40
    • 0041419349 scopus 로고    scopus 로고
    • Measuring the physical composition of urban morphology using multiple endmember spectral mixture models
    • T.Rashed, J.Weeks, D.Roberts, J.Rogan, and R.Powell, 2003. “Measuring the physical composition of urban morphology using multiple endmember spectral mixture models.” Photogrammetric Engineering and Remote Sensing, Vol. 69(No. 9): pp. 1011–1020.
    • (2003) Photogrammetric Engineering and Remote Sensing , vol.69 , Issue.9 , pp. 1011-1020
    • Rashed, T.1    Weeks, J.2    Roberts, D.3    Rogan, J.4    Powell, R.5
  • 41
    • 0029521079 scopus 로고
    • Exploring a VIS (vegetation-impervious surface-soil) model for urban ecosystem analysis through remote sensing: comparative anatomy for cities
    • M.Ridd, 1995. “Exploring a VIS (vegetation-impervious surface-soil) model for urban ecosystem analysis through remote sensing: comparative anatomy for cities.” International Journal of Remote Sensing, Vol. 16(No. 12): pp. 2165–2185.
    • (1995) International Journal of Remote Sensing , vol.16 , Issue.12 , pp. 2165-2185
    • Ridd, M.1
  • 42
    • 0002744599 scopus 로고    scopus 로고
    • Change identification using multi-temporal spectral mixture analysis: Applications in eastern Amazônia
    • Lunetta R., Elvidge C., (eds), Abingdon, UK: Taylor & Francis
    • D.Roberts, G.Batista, J.Pereira, E.Waller, and B.Nelson, 1999. “Change identification using multi-temporal spectral mixture analysis: Applications in eastern Amazônia.” In Remote Sensing Change Detection: Environmental Monitoring Methods and Applications, 1st ed., edited by R.Lunetta and C.Elvidge, pp. 137–158. Abingdon, UK: Taylor & Francis.
    • (1999) Remote Sensing Change Detection: Environmental Monitoring Methods and Applications , pp. 137-158
    • Roberts, D.1    Batista, G.2    Pereira, J.3    Waller, E.4    Nelson, B.5
  • 43
    • 0027338792 scopus 로고
    • Green vegetation non-photosynthetic vegetation and soils in AVIRIS data
    • D.Roberts, M.Smith, and J.Adams, 1993. “Green vegetation non-photosynthetic vegetation and soils in AVIRIS data.” Remote Sensing of Environment, Vol. 44(No. 2): pp. 255–269.
    • (1993) Remote Sensing of Environment , vol.44 , Issue.2 , pp. 255-269
    • Roberts, D.1    Smith, M.2    Adams, J.3
  • 45
    • 0035428343 scopus 로고    scopus 로고
    • Remote sensing of impervious surfaces: a review
    • E.Slonecker, D.Jennings, and D.Garofalo, 2001. “Remote sensing of impervious surfaces: a review.” Remote Sensing Reviews, Vol. 20(No. 3): pp. 227–255.
    • (2001) Remote Sensing Reviews , vol.20 , Issue.3 , pp. 227-255
    • Slonecker, E.1    Jennings, D.2    Garofalo, D.3
  • 46
    • 77956506308 scopus 로고    scopus 로고
    • Evaluation of moderate resolution imaging spectroradiometer land surface visible and shortwave albedo products at FLUXNET sites
    • K.Wang, S.Liang, C.Schaaf, and A.Strahler, 2010. “Evaluation of moderate resolution imaging spectroradiometer land surface visible and shortwave albedo products at FLUXNET sites.” Journal of Geophysical Research, Vol. 115(No. 17): pp. 1–8.
    • (2010) Journal of Geophysical Research , vol.115 , Issue.17 , pp. 1-8
    • Wang, K.1    Liang, S.2    Schaaf, C.3    Strahler, A.4
  • 48
    • 84855458471 scopus 로고    scopus 로고
    • Remote sensing of impervious surfaces in the urban areas: requirements, methods and trends
    • Q.Weng, 2012. “Remote sensing of impervious surfaces in the urban areas: requirements, methods and trends.” Remote Sensing of Environment, Vol. 117: pp. 34–49.
    • (2012) Remote Sensing of Environment , vol.117 , pp. 34-49
    • Weng, Q.1
  • 49
    • 48849109176 scopus 로고    scopus 로고
    • Medium spatial resolution satellite imagery for estimating and mapping urban impervious surfaces using LSMA and ANN
    • Q.Weng, and X.Hu, 2008. “Medium spatial resolution satellite imagery for estimating and mapping urban impervious surfaces using LSMA and ANN.” IEEE Transactions on Geoscience and Remote Sensing, Vol. 46(No. 8): pp. 2397–2406.
    • (2008) IEEE Transactions on Geoscience and Remote Sensing , vol.46 , Issue.8 , pp. 2397-2406
    • Weng, Q.1    Hu, X.2
  • 50
    • 70449360423 scopus 로고    scopus 로고
    • Estimating impervious surfaces using linear spectral mixture analysis with multi-temporal ASTER images
    • Q.Weng, X.Hu, and H.Liu, 2009. “Estimating impervious surfaces using linear spectral mixture analysis with multi-temporal ASTER images.” International Journal of Remote Sensing, Vol. 30(No. 18): pp. 4807–4830.
    • (2009) International Journal of Remote Sensing , vol.30 , Issue.18 , pp. 4807-4830
    • Weng, Q.1    Hu, X.2    Liu, H.3
  • 51
    • 38449084202 scopus 로고    scopus 로고
    • A sub-pixel analysis of urbanization effect on land surface temperature and its interplay with impervious surface and vegetation coverage in Indianapolis, United States
    • Q.Weng, and D.Lu, 2008. “A sub-pixel analysis of urbanization effect on land surface temperature and its interplay with impervious surface and vegetation coverage in Indianapolis, United States.” International Journal of Applied Earth Observation and Geoinformation, Vol. 10(No. 1): pp. 68–83.
    • (2008) International Journal of Applied Earth Observation and Geoinformation , vol.10 , Issue.1 , pp. 68-83
    • Weng, Q.1    Lu, D.2
  • 52
    • 7444231656 scopus 로고    scopus 로고
    • Normalized spectral mixture analysis for monitoring urban composition using ETM+ imagery
    • C.Wu, 2004. “Normalized spectral mixture analysis for monitoring urban composition using ETM+ imagery.” Remote Sensing of Environment, Vol. 93(No. 4): pp. 480–492.
    • (2004) Remote Sensing of Environment , vol.93 , Issue.4 , pp. 480-492
    • Wu, C.1
  • 53
    • 0037381086 scopus 로고    scopus 로고
    • Estimating impervious surface distribution by spectral mixture analysis
    • C.Wu, and A.Murray, 2003. “Estimating impervious surface distribution by spectral mixture analysis.” Remote Sensing of Environment, Vol. 84(No. 4): pp. 493–505.
    • (2003) Remote Sensing of Environment , vol.84 , Issue.4 , pp. 493-505
    • Wu, C.1    Murray, A.2
  • 54
    • 33747136902 scopus 로고    scopus 로고
    • Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery
    • H.Xu, 2006. “Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery.” International Journal of Remote Sensing, Vol. 27(No. 14): pp. 3025–3033.
    • (2006) International Journal of Remote Sensing , vol.27 , Issue.14 , pp. 3025-3033
    • Xu, H.1
  • 56
    • 0042922539 scopus 로고    scopus 로고
    • Urban land-cover change detection through sub-pixel imperviousness mapping using remotely sensed data
    • L.Yang, G.Xian, J.Klaver, and B.Deal, 2003. “Urban land-cover change detection through sub-pixel imperviousness mapping using remotely sensed data.” Photogrammetric Engineering & Remote Sensing, Vol. 69(No. 9): pp. 1003–1010.
    • (2003) Photogrammetric Engineering & Remote Sensing , vol.69 , Issue.9 , pp. 1003-1010
    • Yang, L.1    Xian, G.2    Klaver, J.3    Deal, B.4
  • 57
    • 84896750045 scopus 로고    scopus 로고
    • Automatic extraction of urban land-use information from remote sensing images based on improved NDBI method
    • Z.Yang, and X.He, 2010. “Automatic extraction of urban land-use information from remote sensing images based on improved NDBI method.” Journal of Hohai University: Natural Sciences, Vol. 38(No. 2): pp. 181–184.
    • (2010) Journal of Hohai University: Natural Sciences , vol.38 , Issue.2 , pp. 181-184
    • Yang, Z.1    He, X.2
  • 58
    • 0037429468 scopus 로고    scopus 로고
    • Use of normalized difference built-up index in automatically mapping urban areas from TM imagery
    • Y.Zha, J.Gao, and S.Ni, 2003. “Use of normalized difference built-up index in automatically mapping urban areas from TM imagery.” International Journal of Remote Sensing, Vol. 24(No. 3): pp. 583–594.
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.3 , pp. 583-594
    • Zha, Y.1    Gao, J.2    Ni, S.3
  • 59
    • 33745727269 scopus 로고    scopus 로고
    • Use of normalized difference bareness index in quickly mapping bare areas from TM/ETM+
    • H.Zhao, and X.Chen, 2005. “Use of normalized difference bareness index in quickly mapping bare areas from TM/ETM+.” IEEE International Geoscience and Remote Sensing Symposium, Vol. 2005(No. 3): pp. 1666–1668.
    • (2005) IEEE International Geoscience and Remote Sensing Symposium , vol.2005 , Issue.3 , pp. 1666-1668
    • Zhao, H.1    Chen, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.