메뉴 건너뛰기




Volumn 172, Issue , 2016, Pages 109-125

Long-term and fine-scale satellite monitoring of the urban heat island effect by the fusion of multi-temporal and multi-sensor remote sensed data: A 26-year case study of the city of Wuhan in China

Author keywords

Land surface temperature (LST); Multi sensor fusion; Multi temporal fusion; Surface urban heat island (SUHI) effect

Indexed keywords

ECONOMIC AND SOCIAL EFFECTS; LANDFORMS; REMOTE SENSING; RURAL AREAS; SATELLITE IMAGERY; SATELLITES; SENSOR DATA FUSION; SURFACE MEASUREMENT; SURFACE PROPERTIES; THERMAL POLLUTION;

EID: 84946926389     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2015.11.005     Document Type: Article
Times cited : (291)

References (69)
  • 3
    • 0020182855 scopus 로고
    • Survey of emissivity variability in thermography of urban areas
    • Artis D.A., Carnahan W.H. Survey of emissivity variability in thermography of urban areas. Remote Sensing of Environment 1982, 12:313-329.
    • (1982) Remote Sensing of Environment , vol.12 , pp. 313-329
    • Artis, D.A.1    Carnahan, W.H.2
  • 4
    • 79953250379 scopus 로고    scopus 로고
    • Monitoring of urban heat island effect in Beijing combining ASTER and TM data
    • Cai G., Du M., Xue Y. Monitoring of urban heat island effect in Beijing combining ASTER and TM data. International Journal of Remote Sensing 2011, 32:1213-1232.
    • (2011) International Journal of Remote Sensing , vol.32 , pp. 1213-1232
    • Cai, G.1    Du, M.2    Xue, Y.3
  • 5
    • 63949083045 scopus 로고    scopus 로고
    • Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors
    • Chander G., Markham B.L., Helder D.L. Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors. Remote Sensing of Environment 2009, 113:893-903.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 893-903
    • Chander, G.1    Markham, B.L.2    Helder, D.L.3
  • 6
    • 33748034719 scopus 로고    scopus 로고
    • Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changes
    • Chen X.-L., Zhao H.-M., Li P.-X., Yin Z.-Y. Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changes. Remote Sensing of Environment 2006, 104:133-146.
    • (2006) Remote Sensing of Environment , vol.104 , pp. 133-146
    • Chen, X.-L.1    Zhao, H.-M.2    Li, P.-X.3    Yin, Z.-Y.4
  • 7
    • 84864857441 scopus 로고    scopus 로고
    • Seasonal variations of the urban heat island at the surface and the near-surface and reductions due to urban vegetation in Mexico City
    • Cui Y.Y., De Foy B. Seasonal variations of the urban heat island at the surface and the near-surface and reductions due to urban vegetation in Mexico City. Journal of Applied Meteorology and Climatology 2012, 51:855-868.
    • (2012) Journal of Applied Meteorology and Climatology , vol.51 , pp. 855-868
    • Cui, Y.Y.1    De Foy, B.2
  • 9
    • 0142135892 scopus 로고    scopus 로고
    • Patterns and causes of Atlanta's urban heat island-initiated precipitation
    • Dixon P.G., Mote T.L. Patterns and causes of Atlanta's urban heat island-initiated precipitation. Journal of Applied Meteorology 2003, 42:1273-1284.
    • (2003) Journal of Applied Meteorology , vol.42 , pp. 1273-1284
    • Dixon, P.G.1    Mote, T.L.2
  • 13
    • 33746932125 scopus 로고    scopus 로고
    • On the blending of the Landsat and MODIS surface reflectance: Predicting daily Landsat surface reflectance
    • Gao F., Masek J., Schwaller M., Hall F. On the blending of the Landsat and MODIS surface reflectance: Predicting daily Landsat surface reflectance. IEEE Trans. Geosci. Remote Sens. 2006, 44:2207-2218.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , pp. 2207-2218
    • Gao, F.1    Masek, J.2    Schwaller, M.3    Hall, F.4
  • 15
    • 69749111021 scopus 로고    scopus 로고
    • Predictors of nutritional status among community-dwelling older adults in Wuhan, China
    • Han Y., Li S., Zheng Y. Predictors of nutritional status among community-dwelling older adults in Wuhan, China. Public Health Nutrition 2009, 12:1189-1196.
    • (2009) Public Health Nutrition , vol.12 , pp. 1189-1196
    • Han, Y.1    Li, S.2    Zheng, Y.3
  • 17
    • 67651113818 scopus 로고    scopus 로고
    • Generation of dense time series synthetic Landsat data through data blending with MODIS using a spatial and temporal adaptive reflectance fusion model
    • Hilker T., Wulder M.A., Coops N.C., Seitz N., White J.C., Gao F., Stenhouse G. Generation of dense time series synthetic Landsat data through data blending with MODIS using a spatial and temporal adaptive reflectance fusion model. Remote Sensing of Environment 2009, 113:1988-1999.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 1988-1999
    • Hilker, T.1    Wulder, M.A.2    Coops, N.C.3    Seitz, N.4    White, J.C.5    Gao, F.6    Stenhouse, G.7
  • 18
    • 84875848563 scopus 로고    scopus 로고
    • The impact of temporal aggregation of land surface temperature data for surface urban heat island (SUHI) monitoring
    • Hu L., Brunsell N.A. The impact of temporal aggregation of land surface temperature data for surface urban heat island (SUHI) monitoring. Remote Sensing of Environment 2013, 134:162-174.
    • (2013) Remote Sensing of Environment , vol.134 , pp. 162-174
    • Hu, L.1    Brunsell, N.A.2
  • 19
    • 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 Sensing of Environment 2010, 114:504-513.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 504-513
    • Imhoff, M.L.1    Zhang, P.2    Wolfe, R.E.3    Bounoua, L.4
  • 21
    • 0038024324 scopus 로고    scopus 로고
    • Impact of urbanization and land-use change on climate
    • Kalnay E., Cai M. Impact of urbanization and land-use change on climate. Nature 2003, 423:528-531.
    • (2003) Nature , vol.423 , pp. 528-531
    • Kalnay, E.1    Cai, M.2
  • 23
    • 36549060566 scopus 로고    scopus 로고
    • Urban/rural atmospheric water vapour pressure differences and urban moisture excess in Krefeld, Germany
    • Kuttler W., Weber S., Schonnefeld J., Hesselschwerdt A. Urban/rural atmospheric water vapour pressure differences and urban moisture excess in Krefeld, Germany. International Journal of Climatology 2007, 27:2005-2015.
    • (2007) International Journal of Climatology , vol.27 , pp. 2005-2015
    • Kuttler, W.1    Weber, S.2    Schonnefeld, J.3    Hesselschwerdt, A.4
  • 24
    • 63249116223 scopus 로고    scopus 로고
    • Benefits and well-being perceived by people visiting green spaces in periods of heat stress
    • Lafortezza R., Carrus G., Sanesi G., Davies C. Benefits and well-being perceived by people visiting green spaces in periods of heat stress. Urban Forestry & Urban Greening 2009, 8:97-108.
    • (2009) Urban Forestry & Urban Greening , vol.8 , pp. 97-108
    • Lafortezza, R.1    Carrus, G.2    Sanesi, G.3    Davies, C.4
  • 25
    • 70450162613 scopus 로고    scopus 로고
    • Remote sensing evaluation of urban heat island and its spatial pattern of the Shanghai metropolitan area, China
    • Li J.-j., Wang X.-r., Wang X.-j., Ma W.-c., Zhang H. Remote sensing evaluation of urban heat island and its spatial pattern of the Shanghai metropolitan area, China. Ecological Complexity 2009, 6:413-420.
    • (2009) Ecological Complexity , vol.6 , pp. 413-420
    • Li, J.-J.1    Wang, X.-R.2    Wang, X.-J.3    Ma, W.-C.4    Zhang, H.5
  • 26
    • 81355138683 scopus 로고    scopus 로고
    • Impacts of landscape structure on surface urban heat islands: A case study of Shanghai, China
    • Li J., Song C., Cao L., Zhu F., Meng X., Wu J. Impacts of landscape structure on surface urban heat islands: A case study of Shanghai, China. Remote Sensing of Environment 2011, 115:3249-3263.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 3249-3263
    • Li, J.1    Song, C.2    Cao, L.3    Zhu, F.4    Meng, X.5    Wu, J.6
  • 27
    • 84872819066 scopus 로고    scopus 로고
    • Monitoring patterns of urban heat islands of the fast-growing Shanghai metropolis, China: Using time-series of Landsat TM/ETM+ data
    • Li Y.-y., Zhang H., Kainz W. Monitoring patterns of urban heat islands of the fast-growing Shanghai metropolis, China: Using time-series of Landsat TM/ETM+ data. International Journal of Applied Earth Observation and Geoinformation 2012, 19:127-138.
    • (2012) International Journal of Applied Earth Observation and Geoinformation , vol.19 , pp. 127-138
    • Li, Y.-Y.1    Zhang, H.2    Kainz, W.3
  • 28
    • 84876705035 scopus 로고    scopus 로고
    • Relationship between land surface temperature and spatial pattern of greenspace: What are the effects of spatial resolution?
    • Li X., Zhou W., Ouyang Z. Relationship between land surface temperature and spatial pattern of greenspace: What are the effects of spatial resolution?. Landscape and Urban Planning 2013, 114:1-8.
    • (2013) Landscape and Urban Planning , vol.114 , pp. 1-8
    • Li, X.1    Zhou, W.2    Ouyang, Z.3
  • 29
    • 0042421776 scopus 로고    scopus 로고
    • Land-use and land-cover change, urban heat island phenomenon, and health implications
    • Lo C., Quattrochi D.A. Land-use and land-cover change, urban heat island phenomenon, and health implications. Photogrammetric Engineering & Remote Sensing 2003, 69:1053-1063.
    • (2003) Photogrammetric Engineering & Remote Sensing , vol.69 , pp. 1053-1063
    • Lo, C.1    Quattrochi, D.A.2
  • 30
    • 81255127262 scopus 로고    scopus 로고
    • Remotely sensing the cooling effects of city scale efforts to reduce urban heat island
    • Mackey C.W., Lee X., Smith R.B. Remotely sensing the cooling effects of city scale efforts to reduce urban heat island. Building and Environment 2012, 49:348-358.
    • (2012) Building and Environment , vol.49 , pp. 348-358
    • Mackey, C.W.1    Lee, X.2    Smith, R.B.3
  • 32
    • 84879479253 scopus 로고    scopus 로고
    • Generation of high spatial and temporal resolution NDVI and its application in crop biomass estimation
    • Meng J., Du X., Wu B. Generation of high spatial and temporal resolution NDVI and its application in crop biomass estimation. International Journal of Digital Earth 2013, 6:203-218.
    • (2013) International Journal of Digital Earth , vol.6 , pp. 203-218
    • Meng, J.1    Du, X.2    Wu, B.3
  • 34
    • 35148889474 scopus 로고    scopus 로고
    • Association of daily cause-specific mortality with ambient particle air pollution in Wuhan, China
    • Qian Z., He Q., Lin H.-M., Kong L., Liao D., Dan J., Wang B. Association of daily cause-specific mortality with ambient particle air pollution in Wuhan, China. Environmental Research 2007, 105:380-389.
    • (2007) Environmental Research , vol.105 , pp. 380-389
    • Qian, Z.1    He, Q.2    Lin, H.-M.3    Kong, L.4    Liao, D.5    Dan, J.6    Wang, B.7
  • 35
    • 0035892347 scopus 로고    scopus 로고
    • A mono-window algorithm for retrieving land surface temperature from Landsat TM data and its application to the Israel-Egypt border region
    • Qin Z.-h., Karnieli A., Berliner P. A mono-window algorithm for retrieving land surface temperature from Landsat TM data and its application to the Israel-Egypt border region. International Journal of Remote Sensing 2001, 22:3719-3746.
    • (2001) International Journal of Remote Sensing , vol.22 , pp. 3719-3746
    • Qin, Z.-H.1    Karnieli, A.2    Berliner, P.3
  • 36
    • 84899970295 scopus 로고    scopus 로고
    • Multi-temporal trajectory of the urban heat island centroid in Beijing, China based on a Gaussian volume model
    • Quan J., Chen Y., Zhan W., Wang J., Voogt J., Wang M. Multi-temporal trajectory of the urban heat island centroid in Beijing, China based on a Gaussian volume model. Remote Sensing of Environment 2014, 149:33-46.
    • (2014) Remote Sensing of Environment , vol.149 , pp. 33-46
    • Quan, J.1    Chen, Y.2    Zhan, W.3    Wang, J.4    Voogt, J.5    Wang, M.6
  • 37
    • 70449409235 scopus 로고    scopus 로고
    • Spatio-temporal modelling and analysis of urban heat islands by using Landsat TM and ETM+ imagery
    • Rajasekar U., Weng Q. Spatio-temporal modelling and analysis of urban heat islands by using Landsat TM and ETM+ imagery. International Journal of Remote Sensing 2009, 30:3531-3548.
    • (2009) International Journal of Remote Sensing , vol.30 , pp. 3531-3548
    • Rajasekar, U.1    Weng, Q.2
  • 38
    • 58149178743 scopus 로고    scopus 로고
    • Urban heat island monitoring and analysis using a non-parametric model: A case study of Indianapolis
    • Rajasekar U., Weng Q. Urban heat island monitoring and analysis using a non-parametric model: A case study of Indianapolis. ISPRS Journal of Photogrammetry and Remote Sensing 2009, 64:86-96.
    • (2009) ISPRS Journal of Photogrammetry and Remote Sensing , vol.64 , pp. 86-96
    • Rajasekar, U.1    Weng, Q.2
  • 39
    • 21844518517 scopus 로고
    • Multivariate locally weighted least squares regression
    • Ruppert D., Wand M.P. Multivariate locally weighted least squares regression. The Annals of Statistics 1994, 1346-1370.
    • (1994) The Annals of Statistics , pp. 1346-1370
    • Ruppert, D.1    Wand, M.P.2
  • 40
    • 81355147544 scopus 로고    scopus 로고
    • Exploring indicators for quantifying surface urban heat islands of European cities with MODIS land surface temperatures
    • Schwarz N., Lautenbach S., Seppelt R. Exploring indicators for quantifying surface urban heat islands of European cities with MODIS land surface temperatures. Remote Sensing of Environment 2011, 115:3175-3186.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 3175-3186
    • Schwarz, N.1    Lautenbach, S.2    Seppelt, R.3
  • 41
    • 84875930695 scopus 로고    scopus 로고
    • A spatial and temporal reflectance fusion model considering sensor observation differences
    • Shen H., Wu P., Liu Y., Ai T., Wang Y., Liu X. A spatial and temporal reflectance fusion model considering sensor observation differences. International Journal of Remote Sensing 2013, 34:4367-4383.
    • (2013) International Journal of Remote Sensing , vol.34 , pp. 4367-4383
    • Shen, H.1    Wu, P.2    Liu, Y.3    Ai, T.4    Wang, Y.5    Liu, X.6
  • 42
    • 84890923066 scopus 로고    scopus 로고
    • A piece-wise approach to removing the nonlinear and irregular stripes in MODIS data
    • Shen H., Jiang W., Zhang H., Zhang L. A piece-wise approach to removing the nonlinear and irregular stripes in MODIS data. International Journal of Remote Sensing 2014, 35:44-53.
    • (2014) International Journal of Remote Sensing , vol.35 , pp. 44-53
    • Shen, H.1    Jiang, W.2    Zhang, H.3    Zhang, L.4
  • 43
    • 0018132284 scopus 로고
    • (1978). Structure of the daytime urban moisture field
    • Sisterson D.L., Dirks R.A. (1978). Structure of the daytime urban moisture field. Atmospheric Environment 1967, 12:1943-1949.
    • (1967) Atmospheric Environment , vol.12 , pp. 1943-1949
    • Sisterson, D.L.1    Dirks, R.A.2
  • 45
    • 84855461926 scopus 로고    scopus 로고
    • Impact of spatial resolution and satellite overpass time on evaluation of the surface urban heat island effects
    • Sobrino J., Oltra-Carrió R., Sòria G., Bianchi R., Paganini M. Impact of spatial resolution and satellite overpass time on evaluation of the surface urban heat island effects. Remote Sensing of Environment 2012, 117:50-56.
    • (2012) Remote Sensing of Environment , vol.117 , pp. 50-56
    • Sobrino, J.1    Oltra-Carrió, R.2    Sòria, G.3    Bianchi, R.4    Paganini, M.5
  • 47
    • 0037063162 scopus 로고    scopus 로고
    • A remote sensing study of the urban heat island of Houston, Texas
    • Streutker D.R. A remote sensing study of the urban heat island of Houston, Texas. International Journal of Remote Sensing 2002, 23:2595-2608.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 2595-2608
    • Streutker, D.R.1
  • 48
    • 0038035666 scopus 로고    scopus 로고
    • Satellite-measured growth of the urban heat island of Houston, Texas
    • Streutker D.R. Satellite-measured growth of the urban heat island of Houston, Texas. Remote Sensing of Environment 2003, 85:282-289.
    • (2003) Remote Sensing of Environment , vol.85 , pp. 282-289
    • Streutker, D.R.1
  • 49
    • 79251535045 scopus 로고    scopus 로고
    • Assessing the impact of land use/land cover on urban heat island pattern in Nanjing City, China
    • Su W., Gu C., Yang G. Assessing the impact of land use/land cover on urban heat island pattern in Nanjing City, China. Journal of Urban Planning and Development 2010, 136:365-372.
    • (2010) Journal of Urban Planning and Development , vol.136 , pp. 365-372
    • Su, W.1    Gu, C.2    Yang, G.3
  • 50
    • 0025169082 scopus 로고
    • Urban influences on boundary layer temperature and humidity: Results from Christchurch, New Zealand
    • Tapper N. Urban influences on boundary layer temperature and humidity: Results from Christchurch, New Zealand. Atmospheric Environment Part B Urban Atmosphere 1990, 24:19-27.
    • (1990) Atmospheric Environment Part B Urban Atmosphere , vol.24 , pp. 19-27
    • Tapper, N.1
  • 51
    • 84855973913 scopus 로고    scopus 로고
    • Derivation of Birmingham's summer surface urban heat island from MODIS satellite images
    • Tomlinson C., Chapman L., Thornes J., Baker C. Derivation of Birmingham's summer surface urban heat island from MODIS satellite images. International Journal of Climatology 2012, 32:214-224.
    • (2012) International Journal of Climatology , vol.32 , pp. 214-224
    • Tomlinson, C.1    Chapman, L.2    Thornes, J.3    Baker, C.4
  • 52
    • 0030222694 scopus 로고    scopus 로고
    • Mapping land surface emissivity from NDVI: Application to European, African, and South American areas
    • Valor E., Caselles V. Mapping land surface emissivity from NDVI: Application to European, African, and South American areas. Remote Sensing of Environment 1996, 57:167-184.
    • (1996) Remote Sensing of Environment , vol.57 , pp. 167-184
    • Valor, E.1    Caselles, V.2
  • 53
    • 0027334537 scopus 로고
    • On the relationship between thermal emissivity and the normalized difference vegetation index for natural surfaces
    • Van de Griend A., Owe M. On the relationship between thermal emissivity and the normalized difference vegetation index for natural surfaces. International Journal of Remote Sensing 1993, 14:1119-1131.
    • (1993) International Journal of Remote Sensing , vol.14 , pp. 1119-1131
    • Van de Griend, A.1    Owe, M.2
  • 55
    • 1142293895 scopus 로고    scopus 로고
    • Quality assessment and validation of the MODIS global land surface temperature
    • Wan Z., Zhang Y., Zhang Q., Li Z.-L. Quality assessment and validation of the MODIS global land surface temperature. International Journal of Remote Sensing 2004, 25:261-274.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 261-274
    • Wan, Z.1    Zhang, Y.2    Zhang, Q.3    Li, Z.-L.4
  • 56
    • 38349157360 scopus 로고    scopus 로고
    • Influences of urbanization on surface characteristics as derived from the moderate-resolution imaging spectroradiometer: A case study for the Beijing metropolitan area
    • Wang K., Wang J., Wang P., Sparrow M., Yang J., Chen H. Influences of urbanization on surface characteristics as derived from the moderate-resolution imaging spectroradiometer: A case study for the Beijing metropolitan area. Journal of Geophysical Research: Atmospheres (1984-2012) 2007, 112.
    • (2007) Journal of Geophysical Research: Atmospheres (1984-2012) , vol.112
    • Wang, K.1    Wang, J.2    Wang, P.3    Sparrow, M.4    Yang, J.5    Chen, H.6
  • 57
    • 0038814823 scopus 로고    scopus 로고
    • Fractal analysis of satellite-detected urban heat island effect
    • Weng Q. Fractal analysis of satellite-detected urban heat island effect. Photogrammetric Engineering & Remote Sensing 2003, 69:555-566.
    • (2003) Photogrammetric Engineering & Remote Sensing , vol.69 , pp. 555-566
    • Weng, Q.1
  • 58
    • 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 Sensing of Environment 2004, 89:467-483.
    • (2004) Remote Sensing of Environment , vol.89 , pp. 467-483
    • Weng, Q.1    Lu, D.2    Schubring, J.3
  • 59
    • 84894380258 scopus 로고    scopus 로고
    • Generating daily land surface temperature at Landsat resolution by fusing Landsat and MODIS data
    • Weng Q., Fu P., Gao F. Generating daily land surface temperature at Landsat resolution by fusing Landsat and MODIS data. Remote Sensing of Environment 2014, 145:55-67.
    • (2014) Remote Sensing of Environment , vol.145 , pp. 55-67
    • Weng, Q.1    Fu, P.2    Gao, F.3
  • 60
    • 7444231656 scopus 로고    scopus 로고
    • Normalized spectral mixture analysis for monitoring urban composition using ETM+ imagery
    • Wu C. Normalized spectral mixture analysis for monitoring urban composition using ETM+ imagery. Remote Sensing of Environment 2004, 93:480-492.
    • (2004) Remote Sensing of Environment , vol.93 , pp. 480-492
    • Wu, C.1
  • 61
    • 84884691387 scopus 로고    scopus 로고
    • Land-surface temperature retrieval at high spatial and temporal resolutions based on multi-sensor fusion
    • Wu P., Shen H., Ai T., Liu Y. Land-surface temperature retrieval at high spatial and temporal resolutions based on multi-sensor fusion. International Journal of Digital Earth 2013, 6:113-133.
    • (2013) International Journal of Digital Earth , vol.6 , pp. 113-133
    • Wu, P.1    Shen, H.2    Ai, T.3    Liu, Y.4
  • 62
    • 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. Advances in Space Research 2008, 41:1861-1869.
    • (2008) Advances in Space Research , vol.41 , pp. 1861-1869
    • Xian, G.1
  • 63
    • 84862164053 scopus 로고    scopus 로고
    • A multi-temporal Landsat TM data analysis of the impact of land use and land cover changes on the urban heat island effect
    • Xie Q., Zhou Z., Teng M., Wang P. A multi-temporal Landsat TM data analysis of the impact of land use and land cover changes on the urban heat island effect. Journal of Food, Agriculture and Environment 2012, 10:803-809.
    • (2012) Journal of Food, Agriculture and Environment , vol.10 , pp. 803-809
    • Xie, Q.1    Zhou, Z.2    Teng, M.3    Wang, P.4
  • 64
    • 33846300967 scopus 로고    scopus 로고
    • Comparison of impervious surface area and normalized difference vegetation index as indicators of surface urban heat island effects in Landsat imagery
    • Yuan F., Bauer M.E. Comparison of impervious surface area and normalized difference vegetation index as indicators of surface urban heat island effects in Landsat imagery. Remote Sensing of Environment 2007, 106:375-386.
    • (2007) Remote Sensing of Environment , vol.106 , pp. 375-386
    • Yuan, F.1    Bauer, M.E.2
  • 65
    • 84872720657 scopus 로고    scopus 로고
    • Recovering missing pixels for Landsat ETM+ SLC-off imagery using multi-temporal regression analysis and a regularization method
    • Zeng C., Shen H., Zhang L. Recovering missing pixels for Landsat ETM+ SLC-off imagery using multi-temporal regression analysis and a regularization method. Remote Sensing of Environment 2013, 131:182-194.
    • (2013) Remote Sensing of Environment , vol.131 , pp. 182-194
    • Zeng, C.1    Shen, H.2    Zhang, L.3
  • 66
    • 68249083992 scopus 로고    scopus 로고
    • Study of the relationships between the spatial extent of surface urban heat islands and urban characteristic factors based on Landsat ETM+ data
    • Zhang J., Wang Y. Study of the relationships between the spatial extent of surface urban heat islands and urban characteristic factors based on Landsat ETM+ data. Sensors 2008, 8:7453-7468.
    • (2008) Sensors , vol.8 , pp. 7453-7468
    • Zhang, J.1    Wang, Y.2
  • 67
    • 84883025846 scopus 로고    scopus 로고
    • Analysis of land use/land cover change, population shift, and their effects on spatiotemporal patterns of urban heat islands in metropolitan Shanghai, China
    • Zhang H., Qi Z.-f., Ye X.-y., Cai Y.-b., Ma W.-c., Chen M.-n. Analysis of land use/land cover change, population shift, and their effects on spatiotemporal patterns of urban heat islands in metropolitan Shanghai, China. Applied Geography 2013, 44:121-133.
    • (2013) Applied Geography , vol.44 , pp. 121-133
    • Zhang, H.1    Qi, Z.-F.2    Ye, X.-Y.3    Cai, Y.-B.4    Ma, W.-C.5    Chen, M.-N.6
  • 68
    • 79957941741 scopus 로고    scopus 로고
    • Does spatial configuration matter? Understanding the effects of land cover pattern on land surface temperature in urban landscapes
    • Zhou W., Huang G., Cadenasso M.L. Does spatial configuration matter? Understanding the effects of land cover pattern on land surface temperature in urban landscapes. Landscape and Urban Planning 2011, 102:54-63.
    • (2011) Landscape and Urban Planning , vol.102 , pp. 54-63
    • Zhou, W.1    Huang, G.2    Cadenasso, M.L.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.