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Volumn 7, Issue 9, 2015, Pages 12459-12477

Mapping impervious surface distribution with integration of SNNP VIIRS-DNB and MODIS NDVI Data

Author keywords

Impervious surface area; Landsat 8 OLI; Large scale impervious surface index; MODIS NDVI; VIIRS DNB

Indexed keywords

FORESTRY; IMAGE RECONSTRUCTION; IMAGE RESOLUTION; INFRARED IMAGING; MAPPING; MEAN SQUARE ERROR; ORBITS; REGRESSION ANALYSIS; SATELLITE IMAGERY; THERMOGRAPHY (IMAGING);

EID: 84942546643     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs70912459     Document Type: Article
Times cited : (75)

References (65)
  • 1
    • 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. J. Plan. Lit. 2002, 16, 499-514.
    • (2002) J. Plan. Lit. , vol.16 , pp. 499-514
    • Brabec, E.1    Schulte, S.2    Richards, P.L.3
  • 2
    • 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. J. Am. Plan. Assoc. 1996, 62, 243-258.
    • (1996) J. Am. Plan. Assoc. , vol.62 , pp. 243-258
    • Arnold, C.L.1    Gibbons, C.J.2
  • 3
    • 84895907818 scopus 로고    scopus 로고
    • Methods to extract impervious surface areas from satellite images
    • Lu, D.; Li, G.; Kuang, W.; Moran, E. Methods to extract impervious surface areas from satellite images. Int. J. Digit. Earth 2014, 7, 93-112.
    • (2014) Int. J. Digit. Earth , vol.7 , pp. 93-112
    • Lu, D.1    Li, G.2    Kuang, W.3    Moran, E.4
  • 4
    • 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. 2003, 84, 493-505.
    • (2003) Remote Sens. Environ. , vol.84 , pp. 493-505
    • Wu, C.1    Murray, A.T.2
  • 5
    • 84877602116 scopus 로고    scopus 로고
    • Spatiotemporal dynamics of impervious surface areas across china during the early 21st century
    • Kuang, W.; Liu, J.; Zhang, Z.; Lu, D.; Xiang, B. Spatiotemporal dynamics of impervious surface areas across china during the early 21st century. Chin. Sci. Bull. 2012, 58, 1691-1701.
    • (2012) Chin. Sci. Bull. , vol.58 , pp. 1691-1701
    • Kuang, W.1    Liu, J.2    Zhang, Z.3    Lu, D.4    Xiang, B.5
  • 6
    • 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.; Wu, J.; Liu, Z.; Zhang, Q.; Sun, Z. Quantifying spatiotemporal patterns of urban impervious surfaces in China: An improved assessment using nighttime light data. Landsc. Urban Plan. 2014, 130, 36-49.
    • (2014) Landsc. Urban Plan. , vol.130 , pp. 36-49
    • Ma, Q.1    He, C.2    Wu, J.3    Liu, Z.4    Zhang, Q.5    Sun, Z.6
  • 8
    • 84949115066 scopus 로고    scopus 로고
    • The changing spatial form of cities in Western China
    • Schneider, A.; Chang, C.; Paulsen, K. The changing spatial form of cities in Western China. Landsc. Urban Plan. 2015, 135, 40-61.
    • (2015) Landsc. Urban Plan. , vol.135 , pp. 40-61
    • Schneider, A.1    Chang, C.2    Paulsen, K.3
  • 9
    • 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 Sens. Environ. 2010, 114, 504-513.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 504-513
    • Imhoff, M.L.1    Zhang, P.2    Wolfe, R.E.3    Bounoua, L.4
  • 10
    • 34250623958 scopus 로고    scopus 로고
    • Climate response to rapid urban growth: Evidence of a human-induced precipitation deficit
    • Kaufmann, R.K.; Seto, K.C.; Schneider, A.; Liu, Z.; Zhou, L.; Wang, W. Climate response to rapid urban growth: Evidence of a human-induced precipitation deficit. J. Clim. 2007, 20, 2299-2306.
    • (2007) J. Clim. , vol.20 , pp. 2299-2306
    • Kaufmann, R.K.1    Seto, K.C.2    Schneider, A.3    Liu, Z.4    Zhou, L.5    Wang, W.6
  • 11
    • 73649104749 scopus 로고    scopus 로고
    • Urban sustainability: An inevitable goal of landscape research
    • Wu, J. Urban sustainability: An inevitable goal of landscape research. Landsc. Ecol. 2009, 25, 1-4.
    • (2009) Landsc. Ecol. , vol.25 , pp. 1-4
    • Wu, J.1
  • 12
    • 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.; Traci Arthur, S. The impact of land use-Land cover changes due to urbanization on surface microclimate and hydrology: A satellite perspective. Glob. Planet. Chang. 2000, 25, 49-65.
    • (2000) Glob. Planet. Chang. , vol.25 , pp. 49-65
    • Carlson, T.N.1    Traci Arthur, S.2
  • 13
    • 0036914201 scopus 로고    scopus 로고
    • Changes in anthropogenic impervious surfaces, precipitation and daily streamflow discharge: A historical perspective in a mid-Atlantic subwatershed
    • Jennings, D.; Taylor Jarnagin, S. Changes in anthropogenic impervious surfaces, precipitation and daily streamflow discharge: A historical perspective in a mid-Atlantic subwatershed. Landsc. Ecol. 2002, 17, 471-489.
    • (2002) Landsc. Ecol. , vol.17 , pp. 471-489
    • Jennings, D.1    Taylor Jarnagin, S.2
  • 14
    • 42749095109 scopus 로고    scopus 로고
    • Satellite remotely-sensed land surface parameters and their climatic effects for three metropolitan regions
    • Xian, G. Satellite remotely-sensed land surface parameters and their climatic effects for three metropolitan regions. Adv. Space Res. 2008, 41, 1861-1869.
    • (2008) Adv. Space Res. , vol.41 , pp. 1861-1869
    • Xian, G.1
  • 15
    • 73649086213 scopus 로고    scopus 로고
    • Urban heat islands and landscape heterogeneity: Linking spatiotemporal variations in surface temperatures to land-cover and socioeconomic patterns
    • Buyantuyev, A.; Wu, J. Urban heat islands and landscape heterogeneity: Linking spatiotemporal variations in surface temperatures to land-cover and socioeconomic patterns. Landsc. Ecol. 2009, 25, 17-33.
    • (2009) Landsc. Ecol. , vol.25 , pp. 17-33
    • Buyantuyev, A.1    Wu, J.2
  • 16
    • 84864044765 scopus 로고    scopus 로고
    • Monitoring land cover change in urban and peri-urban areas using dense time stacks of Landsat satellite data and a data mining approach
    • Schneider, A. Monitoring land cover change in urban and peri-urban areas using dense time stacks of Landsat satellite data and a data mining approach. Remote Sens. Environ. 2012, 124, 689-704.
    • (2012) Remote Sens. Environ. , vol.124 , pp. 689-704
    • Schneider, A.1
  • 17
    • 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. 2012, 117, 34-49.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 34-49
    • Weng, Q.1
  • 18
    • 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 Sens. Environ. 2010, 114, 1733-1746.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1733-1746
    • Schneider, A.1    Friedl, M.A.2    Potere, D.3
  • 19
    • 70450253287 scopus 로고    scopus 로고
    • A new map of global urban extent from MODIS satellite data
    • Schneider, A.; Friedl, M.A.; Potere, D. A new map of global urban extent from MODIS satellite data. Environ. Res. Lett. 2009, 4, doi:10.1088/1748-9326/4/4/044003.
    • (2009) Environ. Res. Lett. , pp. 4
    • Schneider, A.1    Friedl, M.A.2    Potere, D.3
  • 21
    • 0036846393 scopus 로고    scopus 로고
    • Overview of the radiometric and biophysical performance of the MODIS vegetation indices
    • Huete, A.; Didan, K.; Miura, T.; Rodriguez, E.P.; Gao, X.; Ferreira, L.G. Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens. Environ. 2002, 83, 195-213.
    • (2002) Remote Sens. Environ. , vol.83 , pp. 195-213
    • Huete, A.1    Didan, K.2    Miura, T.3    Rodriguez, E.P.4    Gao, X.5    Ferreira, L.G.6
  • 23
    • 84864053761 scopus 로고    scopus 로고
    • Temporal mixture analysis for estimating impervious surface area from multi-temporal MODIS NDVI data in Japan
    • Yang, F.; Matsushita, B.; Fukushima, T.; Yang, W. Temporal mixture analysis for estimating impervious surface area from multi-temporal MODIS NDVI data in Japan. ISPRS J. Photogramm. Remote Sens. 2012, 72, 90-98.
    • (2012) ISPRS J. Photogramm. Remote Sens. , vol.72 , pp. 90-98
    • Yang, F.1    Matsushita, B.2    Fukushima, T.3    Yang, W.4
  • 25
    • 48349143471 scopus 로고    scopus 로고
    • Regional mapping of human settlements in Southeastern China with multisensor remotely sensed data
    • Lu, D.; Tian, H.; Zhou, G.; Ge, H. Regional mapping of human settlements in Southeastern China with multisensor remotely sensed data. Remote Sens. Environ. 2008, 112, 3668-3679.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 3668-3679
    • Lu, D.1    Tian, H.2    Zhou, G.3    Ge, H.4
  • 26
    • 0035841391 scopus 로고    scopus 로고
    • Census from heaven: An estimate of the global human population using night-time satellite imagery
    • Sutton, P.; Roberts, D.; Elvidge, C.; Baugh, K. Census from heaven: An estimate of the global human population using night-time satellite imagery. Int. J. Remote Sens. 2010, 22, 3061-3076.
    • (2010) Int. J. Remote Sens. , vol.22 , pp. 3061-3076
    • Sutton, P.1    Roberts, D.2    Elvidge, C.3    Baugh, K.4
  • 27
    • 84920080777 scopus 로고    scopus 로고
    • Quantitative analysis of VIIRS DNB nightlight point source for light power estimation and stability monitoring
    • Cao, C.; Bai, Y. Quantitative analysis of VIIRS DNB nightlight point source for light power estimation and stability monitoring. Remote Sens. 2014, 6, 11915-11935.
    • (2014) Remote Sens. , vol.6 , pp. 11915-11935
    • Cao, C.1    Bai, Y.2
  • 28
    • 84897410262 scopus 로고    scopus 로고
    • Spatialization of electricity consumption of China using saturation-corrected DMSP-OLS data
    • Cao, X.; Wang, J.; Chen, J.; Shi, F. Spatialization of electricity consumption of China using saturation-corrected DMSP-OLS data. Int. J. Appl. Earth Obs. Geoinf. 2014, 28, 193-200.
    • (2014) Int. J. Appl. Earth Obs. Geoinf. , vol.28 , pp. 193-200
    • Cao, X.1    Wang, J.2    Chen, J.3    Shi, F.4
  • 29
    • 84894627399 scopus 로고    scopus 로고
    • Evaluating the ability of NPP-VIIRS nighttime light data to estimate the gross domestic product and the electric power consumption of china at multiple scales: A comparison with DMSP-OLS data
    • Shi, K.; Yu, B.; Huang, Y.; Hu, Y.; Yin, B.; Chen, Z.; Chen, L.; Wu, J. Evaluating the ability of NPP-VIIRS nighttime light data to estimate the gross domestic product and the electric power consumption of china at multiple scales: A comparison with DMSP-OLS data. Remote Sens. 2014, 6, 1705-1724.
    • (2014) Remote Sens. , vol.6 , pp. 1705-1724
    • Shi, K.1    Yu, B.2    Huang, Y.3    Hu, Y.4    Yin, B.5    Chen, Z.6    Chen, L.7    Wu, J.8
  • 30
    • 84875773082 scopus 로고    scopus 로고
    • The night light development index (NLDI): A spatially explicit measure of human development from satellite data
    • Elvidge, C.D.; Baugh, K.E.; Anderson, S.J.; Sutton, P.C.; Ghosh, T. The night light development index (NLDI): A spatially explicit measure of human development from satellite data. Soc. Geogr. 2012, 7, 23-35.
    • (2012) Soc. Geogr. , vol.7 , pp. 23-35
    • Elvidge, C.D.1    Baugh, K.E.2    Anderson, S.J.3    Sutton, P.C.4    Ghosh, T.5
  • 34
    • 0141457425 scopus 로고    scopus 로고
    • A scale-adjusted measure of "urban sprawl" using nighttime satellite imagery
    • Sutton, P.C. A scale-adjusted measure of "urban sprawl" using nighttime satellite imagery. Remote Sens. Environ. 2003, 86, 353-369.
    • (2003) Remote Sens. Environ. , vol.86 , pp. 353-369
    • Sutton, P.C.1
  • 36
    • 79958706006 scopus 로고    scopus 로고
    • Mapping urbanization dynamics at regional and global scales using multi-temporal DMSP/OLS nighttime light data
    • Zhang, Q.; Seto, K.C. Mapping urbanization dynamics at regional and global scales using multi-temporal DMSP/OLS nighttime light data. Remote Sens. Environ. 2011, 115, 2320-2329.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 2320-2329
    • Zhang, Q.1    Seto, K.C.2
  • 40
    • 84880437354 scopus 로고    scopus 로고
    • Potential of NPP-VIIRS nighttime light imagery for modeling the regional economy of China
    • Li, X.; Xu, H.; Chen, X.; Li, C. Potential of NPP-VIIRS nighttime light imagery for modeling the regional economy of China. Remote Sens. 2013, 5, 3057-3081.
    • (2013) Remote Sens. , vol.5 , pp. 3057-3081
    • Li, X.1    Xu, H.2    Chen, X.3    Li, C.4
  • 41
    • 84896341970 scopus 로고    scopus 로고
    • Responses of Suomi-NPP VIIRS-derived nighttime lights to socioeconomic activity in China's cities
    • Ma, T.; Zhou, C.; Pei, T.; Haynie, S.; Fan, J. Responses of Suomi-NPP VIIRS-derived nighttime lights to socioeconomic activity in China's cities. Remote Sens. Lett. 2014, 5, 165-174.
    • (2014) Remote Sens. Lett. , vol.5 , pp. 165-174
    • Ma, T.1    Zhou, C.2    Pei, T.3    Haynie, S.4    Fan, J.5
  • 42
    • 84907891871 scopus 로고    scopus 로고
    • Diverse relationships between Suomi-NPP VIIRS night-time light and multi-scale socioeconomic activity
    • Ma, T.; Zhou, Y.; Wang, Y.; Zhou, C.; Haynie, S.; Xu, T. Diverse relationships between Suomi-NPP VIIRS night-time light and multi-scale socioeconomic activity. Remote Sens. Lett. 2014, 5, 652-661.
    • (2014) Remote Sens. Lett. , vol.5 , pp. 652-661
    • Ma, T.1    Zhou, Y.2    Wang, Y.3    Zhou, C.4    Haynie, S.5    Xu, T.6
  • 43
    • 0030617351 scopus 로고    scopus 로고
    • Using nighttime DMSP/OLS images of city lights to estimate the impact of urban land use on soil resources in the U.S
    • Imhoff, M.L.; Lawrence, W.T.; Elvidge, C.; Paul, T.; Levine, E.; Prevalsky, M.; Brown, V. Using nighttime DMSP/OLS images of city lights to estimate the impact of urban land use on soil resources in the U.S. Remote Sens. Environ. 1997, 59, 105-117.
    • (1997) Remote Sens. Environ. , vol.59 , pp. 105-117
    • Imhoff, M.L.1    Lawrence, W.T.2    Elvidge, C.3    Paul, T.4    Levine, E.5    Prevalsky, M.6    Brown, V.7
  • 44
    • 0242432489 scopus 로고    scopus 로고
    • Validation of urban boundaries derived from global night-time satellite imagery
    • Henderson, M.; Yeh, E.T.; Gong, P.; Elvidge, C.; Baugh, K. Validation of urban boundaries derived from global night-time satellite imagery. Int. J. Remote Sens. 2003, 24, 595-609.
    • (2003) Int. J. Remote Sens. , vol.24 , pp. 595-609
    • Henderson, M.1    Yeh, E.T.2    Gong, P.3    Elvidge, C.4    Baugh, K.5
  • 45
    • 0036381299 scopus 로고    scopus 로고
    • Quantifying urban land use and impact on soils in Egypt using diurnal satellite imagery of the earth surface
    • Lawrence, W.T.; Imhoff, M.L.; Kerle, N.; Stutzer, D. Quantifying urban land use and impact on soils in Egypt using diurnal satellite imagery of the earth surface. Int. J. Remote Sens. 2010, 23, 3921-3937.
    • (2010) Int. J. Remote Sens. , vol.23 , pp. 3921-3937
    • Lawrence, W.T.1    Imhoff, M.L.2    Kerle, N.3    Stutzer, D.4
  • 46
    • 84869231658 scopus 로고    scopus 로고
    • The vegetation adjusted NTL urban index: A new approach to reduce saturation and increase variation in nighttime luminosity
    • Zhang, Q.; Schaaf, C.; Seto, K.C. The vegetation adjusted NTL urban index: A new approach to reduce saturation and increase variation in nighttime luminosity. Remote Sens. Environ. 2013, 129, 32-41.
    • (2013) Remote Sens. Environ. , vol.129 , pp. 32-41
    • Zhang, Q.1    Schaaf, C.2    Seto, K.C.3
  • 47
    • 67849084831 scopus 로고    scopus 로고
    • A SVM-based method to extract urban areas from DMSP-OLS and spot VGT data
    • Cao, X.; Chen, J.; Imura, H.; Higashi, O. A SVM-based method to extract urban areas from DMSP-OLS and spot VGT data. Remote Sens. Environ. 2009, 113, 2205-2209.
    • (2009) Remote Sens. Environ. , vol.113 , pp. 2205-2209
    • Cao, X.1    Chen, J.2    Imura, H.3    Higashi, O.4
  • 48
    • 84880304629 scopus 로고    scopus 로고
    • Monitoring urbanization dynamics in India using DMSP/OLS night time lights and spot-VGT data
    • Pandey, B.; Joshi, P.K.; Seto, K.C. Monitoring urbanization dynamics in India using DMSP/OLS night time lights and spot-VGT data. Int. J. Appl. Earth Obs. Geoinf. 2013, 23, 49-61.
    • (2013) Int. J. Appl. Earth Obs. Geoinf. , vol.23 , pp. 49-61
    • Pandey, B.1    Joshi, P.K.2    Seto, K.C.3
  • 49
    • 84923599778 scopus 로고    scopus 로고
    • The integrated use of DMSP-OLS nighttime light and MODIS data for monitoring large-scale impervious surface dynamics: A case study in the Yangtze River Delta
    • Shao, Z.; Liu, C. The integrated use of DMSP-OLS nighttime light and MODIS data for monitoring large-scale impervious surface dynamics: A case study in the Yangtze River Delta. Remote Sens. 2014, 6, 9359-9378.
    • (2014) Remote Sens. , vol.6 , pp. 9359-9378
    • Shao, Z.1    Liu, C.2
  • 50
    • 84933544285 scopus 로고    scopus 로고
    • Regional urban extent extraction using multi-sensor data and one-class classification
    • Zhang, X.; Li, P.; Cai, C. Regional urban extent extraction using multi-sensor data and one-class classification. Remote Sens. 2015, 7, 7671-7694.
    • (2015) Remote Sens. , vol.7 , pp. 7671-7694
    • Zhang, X.1    Li, P.2    Cai, C.3
  • 51
    • 84907562508 scopus 로고    scopus 로고
    • A comparative analysis of megacity expansions in China and the U.S.: Patterns, rates and driving forces
    • Kuang, W.; Chi, W.; Lu, D.; Dou, Y. A comparative analysis of megacity expansions in China and the U.S.: Patterns, rates and driving forces. Landsc. Urban Plan. 2014, 132, 121-135.
    • (2014) Landsc. Urban Plan. , vol.132 , pp. 121-135
    • Kuang, W.1    Chi, W.2    Lu, D.3    Dou, Y.4
  • 52
    • 84921306552 scopus 로고    scopus 로고
    • Night-time light derived estimation of spatio-temporal characteristics of urbanization dynamics using DMSP/OLS satellite data
    • Ma, T.; Zhou, Y.; Zhou, C.; Haynie, S.; Pei, T.; Xu, T. Night-time light derived estimation of spatio-temporal characteristics of urbanization dynamics using DMSP/OLS satellite data. Remote Sens. Environ. 2015, 158, 453-464.
    • (2015) Remote Sens. Environ. , vol.158 , pp. 453-464
    • Ma, T.1    Zhou, Y.2    Zhou, C.3    Haynie, S.4    Pei, T.5    Xu, T.6
  • 53
    • 84942542869 scopus 로고    scopus 로고
    • Two-Month Composite Product, accessed on 9 February
    • VIIRS-DNB. Two-Month Composite Product. Available online: http://ngdc.noaa.gov/eog/viirs/download_monthly.hOLIl (accessed on 9 February 2014).
    • (2014)
  • 54
    • 84942542870 scopus 로고    scopus 로고
    • accessed on 2 December
    • MODIS NDVI (MOD13Q1). Available online: http://ladsweb.nascom.nasa.gov/data/search.hOLIl (accessed on 2 December 2013).
    • (2013)
  • 55
    • 84942542871 scopus 로고    scopus 로고
    • accessed on 19 April
    • Landsat 8 OLI Description. Available online: http://landsat.usgs.gov/landsat8.php (accessed on 19 April 2015).
    • (2015)
  • 56
    • 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
    • Lu, D.; Li, G.; Moran, E.; Batistella, M.; Freitas, C.C. 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 J. Photogramm. Remote Sens. 2011, 66, 798-808.
    • (2011) ISPRS J. Photogramm. Remote Sens. , vol.66 , pp. 798-808
    • Lu, D.1    Li, G.2    Moran, E.3    Batistella, M.4    Freitas, C.C.5
  • 58
    • 0032311806 scopus 로고    scopus 로고
    • Investigation of the utility of spectral vegetation indices for determining information on coniferous forests
    • McDonald, A.J.; Gemmell, F.M.; Lewis, P.E. Investigation of the utility of spectral vegetation indices for determining information on coniferous forests. Remote Sens. Environ. 1998, 66, 250-272.
    • (1998) Remote Sens. Environ. , vol.66 , pp. 250-272
    • McDonald, A.J.1    Gemmell, F.M.2    Lewis, P.E.3
  • 59
    • 0030136491 scopus 로고    scopus 로고
    • The use of the normalized difference water index (NDWI) in the delineation of open water features
    • McFeeters, S.K. The use of the normalized difference water index (NDWI) in the delineation of open water features. Int. J. Remote Sens. 1996, 17, 1425-1432.
    • (1996) Int. J. Remote Sens. , vol.17 , pp. 1425-1432
    • McFeeters, S.K.1
  • 60
    • 33747136902 scopus 로고    scopus 로고
    • Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery
    • Xu, H. Modification of normalised difference water index (NDWI) to enhance open water features in remotely sensed imagery. Int. J. Remote Sens. 2006, 27, 3025-3033.
    • (2006) Int. J. Remote Sens. , vol.27 , pp. 3025-3033
    • Xu, H.1
  • 61
    • 1242321310 scopus 로고    scopus 로고
    • Estimation of land surface temperature-Vegetation abundance relationship for urban heat island studies
    • Weng, Q.; Lu, D.; Schubring, J. Estimation of land surface temperature-Vegetation abundance relationship for urban heat island studies. Remote Sens. Environ. 2004, 89, 467-483.
    • (2004) Remote Sens. Environ. , vol.89 , pp. 467-483
    • Weng, Q.1    Lu, D.2    Schubring, J.3
  • 62
    • 21444442551 scopus 로고    scopus 로고
    • Spatial analysis of global urban extent from DMSP-OLS night lights
    • Small, C.; Pozzi, F.; Elvidge, C.D. Spatial analysis of global urban extent from DMSP-OLS night lights. Remote Sens. Environ. 2005, 96, 277-291.
    • (2005) Remote Sens. Environ. , vol.96 , pp. 277-291
    • Small, C.1    Pozzi, F.2    Elvidge, C.D.3
  • 64
    • 33748170692 scopus 로고    scopus 로고
    • Spectral mixture analysis of aster images for examining the relationship between urban thermal features and biophysical descriptors in Indianapolis, Indiana, USA
    • Lu, D.; Weng, Q. Spectral mixture analysis of aster images for examining the relationship between urban thermal features and biophysical descriptors in Indianapolis, Indiana, USA. Remote Sens. Environ. 2006, 104, 157-167.
    • (2006) Remote Sens. Environ. , vol.104 , pp. 157-167
    • Lu, D.1    Weng, Q.2
  • 65
    • 0031231143 scopus 로고    scopus 로고
    • A technique for using composite DMSP/OLS "city lights" satellite data to map urban area
    • Imhoff, M.; Lawrence, W.T.; Stutzer, D.C.; Elvidge, C.D. A technique for using composite DMSP/OLS "city lights" satellite data to map urban area. Remote Sens. Environ. 1997, 61, 361-370.
    • (1997) Remote Sens. Environ. , vol.61 , pp. 361-370
    • Imhoff, M.1    Lawrence, W.T.2    Stutzer, D.C.3    Elvidge, C.D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.