메뉴 건너뛰기




Volumn 7, Issue 2, 2015, Pages 1422-1440

Integrating multiple source data to enhance variation and weaken the blooming effect of DMSP-OLS light

Author keywords

Land cover; Land use; Landscape ecology; NDVI; Urban heat island; Urbanization area

Indexed keywords

ATMOSPHERIC TEMPERATURE; ECOLOGY; IMAGE RECONSTRUCTION; LAND USE; MAPPING; RADIOMETERS; SPECTROMETERS;

EID: 84928815532     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs70201422     Document Type: Article
Times cited : (35)

References (56)
  • 1
    • 69649102092 scopus 로고    scopus 로고
    • How does the conversion of land cover to urban use affect net primary productivity? A case study in Shenzhen city, China
    • Yu, D.; Shao, H.; Shi, P.; Zhu, W.; Pan, Y. How does the conversion of land cover to urban use affect net primary productivity? A case study in Shenzhen city, China. Agr. Forest Meteorol. 2009, 149, 2054-2060.
    • (2009) Agr. Forest Meteorol. , vol.149 , pp. 2054-2060
    • Yu, D.1    Shao, H.2    Shi, P.3    Zhu, W.4    Pan, Y.5
  • 2
    • 27744479844 scopus 로고    scopus 로고
    • Quantifying spatiotemporal patterns of urban land-use change in four cities of China with time series landscape metrics
    • Seto, K.C.; Fragkias, M. Quantifying spatiotemporal patterns of urban land-use change in four cities of China with time series landscape metrics. Landscape Ecol. 2005, 20, 871-888.
    • (2005) Landscape Ecol. , vol.20 , pp. 871-888
    • Seto, K.C.1    Fragkias, M.2
  • 3
    • 79451473787 scopus 로고    scopus 로고
    • Quantifying spatiotemporal patterns of urbanization: The case of the two fastest growing metropolitan regions in the United States
    • Wu, J.; Jenerette, G.D.; Buyantuyev, A.; Redman, C.L. Quantifying spatiotemporal patterns of urbanization: The case of the two fastest growing metropolitan regions in the United States. Ecol. Complex. 2011, 8, 1-8.
    • (2011) Ecol. Complex. , vol.8 , pp. 1-8
    • Wu, J.1    Jenerette, G.D.2    Buyantuyev, A.3    Redman, C.L.4
  • 4
    • 43149111289 scopus 로고    scopus 로고
    • Effects of urbanization-induced environmental changes on ecosystem functioning in the phoenix metropolitan region, USA
    • Shen, W.; Wu, J.; Grimm, N.B.; Hope, D. Effects of urbanization-induced environmental changes on ecosystem functioning in the phoenix metropolitan region, USA. Ecosystems 2008, 11, 138-155.
    • (2008) Ecosystems , vol.11 , pp. 138-155
    • Shen, W.1    Wu, J.2    Grimm, N.B.3    Hope, D.4
  • 5
    • 84864050919 scopus 로고    scopus 로고
    • Ecological restoration planning based on connectivity in an urban area
    • Yu, D.; Xun, B.; Shi, P.; Shao, H.; Liu, Y. Ecological restoration planning based on connectivity in an urban area. Ecol. Eng. 2012, 46, 24-33.
    • (2012) Ecol. Eng. , vol.46 , pp. 24-33
    • Yu, D.1    Xun, B.2    Shi, P.3    Shao, H.4    Liu, Y.5
  • 6
    • 84862962601 scopus 로고    scopus 로고
    • Integrated urban land-use planning based on improving ecosystem service: Panyu case, in a typical developed area of China
    • Yu, D.; Jiang, Y.; Kang, M.; Tian, Y.; Duan, J. Integrated urban land-use planning based on improving ecosystem service: Panyu case, in a typical developed area of China. J. Urban Plan. Develop. 2010, 137, 448-458.
    • (2010) J. Urban Plan. Develop. , vol.137 , pp. 448-458
    • Yu, D.1    Jiang, Y.2    Kang, M.3    Tian, Y.4    Duan, J.5
  • 7
    • 34249828684 scopus 로고    scopus 로고
    • The spatiotemporal dynamics of rapid urban growth in the Nanjing metropolitan region of China
    • Xu, C.; Liu, M.; Zhang, C.; An, S.; Yu, W.; Chen, J.M. The spatiotemporal dynamics of rapid urban growth in the Nanjing metropolitan region of China. Landscape Ecol. 2007, 22, 925-937.
    • (2007) Landscape Ecol. , vol.22 , pp. 925-937
    • Xu, C.1    Liu, M.2    Zhang, C.3    An, S.4    Yu, W.5    Chen, J.M.6
  • 8
    • 34250815263 scopus 로고    scopus 로고
    • Land cover in east Asia classified using terra MODIS and DMSP OLS products
    • Matsuoka, M.; Hayasaka, T.; Fukushima, Y.; Honda, Y. Land cover in east Asia classified using terra MODIS and DMSP OLS products. Int. J. Remote Sens. 2007, 28, 221-248.
    • (2007) Int. J. Remote Sens. , vol.28 , pp. 221-248
    • Matsuoka, M.1    Hayasaka, T.2    Fukushima, Y.3    Honda, Y.4
  • 11
    • 84862815586 scopus 로고    scopus 로고
    • Extracting the dynamics of urban expansion in China using DMSP-OLS nighttime light data from 1992 to 2008
    • Liu, Z.; He, C.; Zhang, Q.; Huang, Q.; Yang, Y. Extracting the dynamics of urban expansion in China using DMSP-OLS nighttime light data from 1992 to 2008. Landscape Urban Plan. 2012, 106, 62-72.
    • (2012) Landscape Urban Plan. , vol.106 , pp. 62-72
    • Liu, Z.1    He, C.2    Zhang, Q.3    Huang, Q.4    Yang, Y.5
  • 12
    • 0034318007 scopus 로고    scopus 로고
    • The use of multisource satellite and geospatial data to study the effect of urbanization on primary productivity in the United States
    • Imhoff, M.L.; Tucker, C.J.; Lawrence, W.T.; Stutzer, D.C. The use of multisource satellite and geospatial data to study the effect of urbanization on primary productivity in the United States. IEEE Trans. Geosci. Remote Sens. 2000, 38, 2549-2556.
    • (2000) IEEE Trans. Geosci. Remote Sens. , vol.38 , pp. 2549-2556
    • Imhoff, M.L.1    Tucker, C.J.2    Lawrence, W.T.3    Stutzer, D.C.4
  • 13
    • 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
  • 14
    • 82155192922 scopus 로고    scopus 로고
    • Population spatialization in China based on night-time imagery and land use data
    • Zeng, C.; Zhou, Y.; Wang, S.; Yan, F.; Zhao, Q. Population spatialization in China based on night-time imagery and land use data. Int. J. Remote Sens. 2011, 32, 9599-9620.
    • (2011) Int. J. Remote Sens. , vol.32 , pp. 9599-9620
    • Zeng, C.1    Zhou, Y.2    Wang, S.3    Yan, F.4    Zhao, Q.5
  • 16
    • 1642512060 scopus 로고    scopus 로고
    • Urban indicators of China from radiance-calibrated digital DMSP-OLS nighttime images
    • Lo, C. Urban indicators of China from radiance-calibrated digital DMSP-OLS nighttime images. Ann. Assoc. Am. Geogr. 2002, 92, 225-240.
    • (2002) Ann. Assoc. Am. Geogr. , vol.92 , pp. 225-240
    • Lo, C.1
  • 17
    • 84881538772 scopus 로고    scopus 로고
    • Night on earth: Mapping decadal changes of anthropogenic night light in Asia
    • Small, C.; Elvidge, C.D. Night on earth: Mapping decadal changes of anthropogenic night light in Asia. Int. J. Appl. Earth Obs. Geoinf. 2013, 22, 40-52.
    • (2013) Int. J. Appl. Earth Obs. Geoinf. , vol.22 , pp. 40-52
    • Small, C.1    Elvidge, C.D.2
  • 18
    • 67650673069 scopus 로고    scopus 로고
    • Spatial characterization of electrical power consumption patterns over India using temporal DMSP-OLS night-time satellite data
    • Chand, T.K.; Badarinath, K.; Elvidge, C.; Tuttle, B. Spatial characterization of electrical power consumption patterns over India using temporal DMSP-OLS night-time satellite data. Int. J. Remote Sens. 2009, 30, 647-661.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 647-661
    • Chand, T.K.1    Badarinath, K.2    Elvidge, C.3    Tuttle, B.4
  • 19
    • 84928794160 scopus 로고    scopus 로고
    • Correlation of human activities with population and GDP in Chinese cities-Based on the data of DMSP-OLS
    • Yao, Y. Correlation of human activities with population and GDP in Chinese cities-Based on the data of DMSP-OLS. Int. J. Econ. Manag. Eng. 2012, 2, 125-128.
    • (2012) Int. J. Econ. Manag. Eng. , vol.2 , pp. 125-128
    • Yao, Y.1
  • 20
    • 0031231143 scopus 로고    scopus 로고
    • A technique for using composite DMSP/OLS "city lights" satellite data to map urban area
    • Imhoff, M.L.; 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.L.1    Lawrence, W.T.2    Stutzer, D.C.3    Elvidge, C.D.4
  • 21
    • 0141792278 scopus 로고    scopus 로고
    • Assessing the impact of urban land development on net primary productivity in the southeastern United States
    • Milesi, C.; Elvidge, C.D.; Nemani, R.R.; Running, S.W. Assessing the impact of urban land development on net primary productivity in the southeastern United States. Remote Sens. Environ. 2003, 86, 401-410.
    • (2003) Remote Sens. Environ. , vol.86 , pp. 401-410
    • Milesi, C.1    Elvidge, C.D.2    Nemani, R.R.3    Running, S.W.4
  • 22
    • 77956627444 scopus 로고    scopus 로고
    • Estimating energy consumption from night-time DMPS/OLS imagery after correcting for saturation effects
    • Letu, H.; Hara, M.; Yagi, H.; Naoki, K.; Tana, G.; Nishio, F.; Shuhei, O. Estimating energy consumption from night-time DMPS/OLS imagery after correcting for saturation effects. Int. J. Remote Sens. 2010, 31, 4443-4458.
    • (2010) Int. J. Remote Sens. , vol.31 , pp. 4443-4458
    • Letu, H.1    Hara, M.2    Yagi, H.3    Naoki, K.4    Tana, G.5    Nishio, F.6    Shuhei, O.7
  • 23
    • 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
  • 25
    • 84855305525 scopus 로고    scopus 로고
    • Spatiotemporal dynamics of electric power consumption in Chinese mainland from 1995 to 2008 modeled using DMSP/OLS stable nighttime lights data
    • He, C.; Ma, Q.; Li, T.; Yang, Y.; Liu, Z. Spatiotemporal dynamics of electric power consumption in Chinese mainland from 1995 to 2008 modeled using DMSP/OLS stable nighttime lights data. J. Geogr. Sci. 2012, 22, 125-136.
    • (2012) J. Geogr. Sci. , vol.22 , pp. 125-136
    • He, C.1    Ma, Q.2    Li, T.3    Yang, Y.4    Liu, Z.5
  • 26
    • 84862801663 scopus 로고    scopus 로고
    • Poverty assessment using DMSP/OLS night-time light satellite imagery at a provincial scale in China
    • Wang, W.; Cheng, H.; Zhang, L. Poverty assessment using DMSP/OLS night-time light satellite imagery at a provincial scale in China. Adv. Space Res. 2012, 49, 1253-1264.
    • (2012) Adv. Space Res. , vol.49 , pp. 1253-1264
    • Wang, W.1    Cheng, H.2    Zhang, L.3
  • 27
    • 78549232593 scopus 로고    scopus 로고
    • Characterizing relationships between population density and nighttime imagery for Denver, Colorado: Issues of scale and representation
    • Anderson, S.J.; Tuttle, B.T.; Powell, R.L.; Sutton, P.C. Characterizing relationships between population density and nighttime imagery for Denver, Colorado: Issues of scale and representation. Int. J. Remote Sens. 2010, 31, 5733-5746.
    • (2010) Int. J. Remote Sens. , vol.31 , pp. 5733-5746
    • Anderson, S.J.1    Tuttle, B.T.2    Powell, R.L.3    Sutton, P.C.4
  • 28
    • 70350166979 scopus 로고    scopus 로고
    • Assessing the utility of DMSP/OLS night-time images for characterizing Indian urbanization
    • Shanghai, China, 20-22 May 2009
    • Roychowdhury, K.; Jones, S.; Arrowsmith, C. Assessing the utility of DMSP/OLS night-time images for characterizing Indian urbanization. In Proceedings of Urban Remote Sensing Event, Shanghai, China, 20-22 May 2009; pp. 1-7.
    • Proceedings of Urban Remote Sensing Event , pp. 1-7
    • Roychowdhury, K.1    Jones, S.2    Arrowsmith, C.3
  • 29
    • 33748943850 scopus 로고    scopus 로고
    • Restoring urbanization process in China in the 1990s by using non-radiance-calibrated DMSP/OLS nighttime light imagery and statistical data
    • He, C.; Shi, P.; Li, J.; Chen, J.; Pan, Y.; Li, J.; Zhuo, L.; Ichinose, T. Restoring urbanization process in China in the 1990s by using non-radiance-calibrated DMSP/OLS nighttime light imagery and statistical data. Chin. Sci. Bull. 2006, 51, 1614-1620.
    • (2006) Chin. Sci. Bull. , vol.51 , pp. 1614-1620
    • He, C.1    Shi, P.2    Li, J.3    Chen, J.4    Pan, Y.5    Li, J.6    Zhuo, L.7    Ichinose, T.8
  • 30
    • 84857982891 scopus 로고    scopus 로고
    • Estimation of urban population in Indo-Gangetic Plains using night-time OLS data
    • Roy Chowdhury, P.K.; Maithani, S.; Dadhwal, V.K. Estimation of urban population in Indo-Gangetic Plains using night-time OLS data. Int. J. Remote Sens. 2012, 33, 2498-2515.
    • (2012) Int. J. Remote Sens. , vol.33 , pp. 2498-2515
    • Roy Chowdhury, P.K.1    Maithani, S.2    Dadhwal, V.K.3
  • 31
    • 84880152592 scopus 로고    scopus 로고
    • Analytical strategies for estimating suppressed and missing data in large regional and local employment, population, and transportation databases
    • Guldmann, J.M. Analytical strategies for estimating suppressed and missing data in large regional and local employment, population, and transportation databases. WIREs Data Min. Knowl. 2013, 3, 280-289.
    • (2013) WIREs Data Min. Knowl. , vol.3 , pp. 280-289
    • Guldmann, J.M.1
  • 32
    • 84884686074 scopus 로고    scopus 로고
    • Detecting Zimbabwe's decadal economic decline using nighttime light imagery
    • Li, X.; Ge, L.; Chen, X. Detecting Zimbabwe's decadal economic decline using nighttime light imagery. Remote Sens. 2013, 5, 4551-4570.
    • (2013) Remote Sens. , vol.5 , pp. 4551-4570
    • Li, X.1    Ge, L.2    Chen, X.3
  • 33
    • 0034078202 scopus 로고    scopus 로고
    • Night-time imagery as a tool for global mapping of socioeconomic parameters and greenhouse gas emissions
    • Doll, C.H.; Muller, J.-P.; Elvidge, C.D. Night-time imagery as a tool for global mapping of socioeconomic parameters and greenhouse gas emissions. AMBIO 2000, 29, 157-162.
    • (2000) AMBIO , vol.29 , pp. 157-162
    • Doll, C.H.1    Muller, J.-P.2    Elvidge, C.D.3
  • 34
    • 77958453206 scopus 로고    scopus 로고
    • Estimating rural populations without access to electricity in developing countries through night-time light satellite imagery
    • Doll, C.N.; Pachauri, S. Estimating rural populations without access to electricity in developing countries through night-time light satellite imagery. Energ. Policy 2010, 38, 5661-5670.
    • (2010) Energ. Policy , vol.38 , pp. 5661-5670
    • Doll, C.N.1    Pachauri, S.2
  • 35
    • 84928780028 scopus 로고    scopus 로고
    • Mapping the trend of regional inequality in China from nighttime light data
    • Geography and Economics (ICHGE'2013), Bali, Indonesia, 4-5 January
    • Jin, X.; Chen, C. Mapping the trend of regional inequality in China from nighttime light data. In Proceedings of 3rd International Conference on Humanities, Geography and Economics (ICHGE'2013), Bali, Indonesia, 4-5 January 2013.
    • (2013) Proceedings of 3rd International Conference on Humanities
    • Jin, X.1    Chen, C.2
  • 36
    • 67650662446 scopus 로고    scopus 로고
    • Modeling the population density of China at the pixel level based on DMSP/OLS non-radiance-calibrated night-time light images
    • Zhuo, L.; Ichinose, T.; Zheng, J.; Chen, J.; Shi, P.; Li, X. Modeling the population density of China at the pixel level based on DMSP/OLS non-radiance-calibrated night-time light images. Int. J. Remote Sens. 2009, 30, 1003-1018.
    • (2009) Int. J. Remote Sens. , vol.30 , pp. 1003-1018
    • Zhuo, L.1    Ichinose, T.2    Zheng, J.3    Chen, J.4    Shi, P.5    Li, X.6
  • 37
    • 77956639698 scopus 로고    scopus 로고
    • The use of night-time lights satellite imagery as a measure of Australia's regional electricity consumption and population distribution
    • Townsend, A.C.; Bruce, D.A. The use of night-time lights satellite imagery as a measure of Australia's regional electricity consumption and population distribution. Int. J. Remote Sens. 2010, 31, 4459-4480.
    • (2010) Int. J. Remote Sens. , vol.31 , pp. 4459-4480
    • Townsend, A.C.1    Bruce, D.A.2
  • 38
    • 84856329245 scopus 로고    scopus 로고
    • A saturated light correction method for DMSP/OLS nighttime satellite imagery
    • Letu, H.; Hara, M.; Tana, G.; Nishio, F. A saturated light correction method for DMSP/OLS nighttime satellite imagery. IEEE Trans. Geosci. Remote Sens. 2012, 50, 389-396.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , pp. 389-396
    • Letu, H.1    Hara, M.2    Tana, G.3    Nishio, F.4
  • 39
    • 70350176455 scopus 로고    scopus 로고
    • Estimating the energy consumption with nighttime city light from the DMSP/OLS imagery
    • Shanghai, China, 20-22 May
    • Letu, H.; Hara, M.; Yagi, H.; Tana, G.; Nishio, F. Estimating the energy consumption with nighttime city light from the DMSP/OLS imagery. In Proceedings of Urban Remote Sensing Event, Shanghai, China, 20-22 May 2009.
    • (2009) Proceedings of Urban Remote Sensing Event
    • Letu, H.1    Hara, M.2    Yagi, H.3    Tana, G.4    Nishio, F.5
  • 40
    • 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
  • 41
    • 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
  • 42
    • 84923623456 scopus 로고    scopus 로고
    • Evaluating saturation correction methods for DMSP/OLS nighttime light data: A case study from China's cities
    • Ma, L.; Wu, J.; Li, W.; Peng, J.; Liu, H. Evaluating saturation correction methods for DMSP/OLS nighttime light data: A case study from China's cities. Remote Sens. 2014, 6, 9853-9872.
    • (2014) Remote Sens. , vol.6 , pp. 9853-9872
    • Ma, L.1    Wu, J.2    Li, W.3    Peng, J.4    Liu, H.5
  • 43
    • 84928810324 scopus 로고    scopus 로고
    • (accessed on 19 October 2014).
    • Shanghai Statistical Yearbook. Available online: http://sysinet.gov.cn/ (accessed on 19 October 2014).
  • 44
    • 84928782456 scopus 로고    scopus 로고
    • (accessed on 19 October 2014).
    • National Oceanic and Atmospheric Administration/National Geophysical Data Center (NOAA/NGDC) Earth Observation Group. Available online: http://ngdc.noaa.gov/eog/ (accessed on 19 October 2014).
  • 45
    • 84928809185 scopus 로고    scopus 로고
    • (accessed on 19 October 2014).
    • Geospatial Data Cloud. Available online: http://modis.gsfc.nasa.gov /data/ (accessed on 19 October 2014).
  • 46
    • 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
  • 47
    • 36049014063 scopus 로고    scopus 로고
    • Impact of urban expansion on regional temperature change in the Yangtze river delta
    • Du, Y.; Xie, Z.; Zeng, Y.; Shi, Y.; Wu, J. Impact of urban expansion on regional temperature change in the Yangtze river delta. J. Geogr. Sci. 2007, 17, 387-398.
    • (2007) J. Geogr. Sci. , vol.17 , pp. 387-398
    • Du, Y.1    Xie, Z.2    Zeng, Y.3    Shi, Y.4    Wu, J.5
  • 48
    • 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 Sens. Environ. 2011, 115, 3249-3263.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 3249-3263
    • Li, J.1    Song, C.2    Cao, L.3    Zhu, F.4    Meng, X.5    Wu, J.6
  • 51
    • 70350137078 scopus 로고    scopus 로고
    • Urban expansion analysis of the Huang-Huai-Hai plain region by DMSP/OLS nighttime light data
    • Shanghai, China, 20-22 May
    • Sun, R.; Zhang, X.; Wang, W. Urban expansion analysis of the Huang-Huai-Hai plain region by DMSP/OLS nighttime light data. In Proceedings of Urban Remote Sensing Event, Shanghai, China, 20-22 May 2009.
    • (2009) Proceedings of Urban Remote Sensing Event
    • Sun, R.1    Zhang, X.2    Wang, W.3
  • 52
    • 84903612662 scopus 로고    scopus 로고
    • Mapping urbanization dynamics in major cities of Colombia, Ecuador, Perú, and Bolivia using night-time satellite imagery
    • Parés-Ramos, I.K.; Álvarez-Berríos, N.L.; Aide, T.M. Mapping urbanization dynamics in major cities of Colombia, Ecuador, Perú, and Bolivia using night-time satellite imagery. Land 2013, 2, 37-59.
    • (2013) Land , vol.2 , pp. 37-59
    • Parés-Ramos, I.K.1    Álvarez-Berríos, N.L.2    Aide, T.M.3
  • 53
    • 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
  • 54
    • 84861635766 scopus 로고    scopus 로고
    • Quantitative estimation of urbanization dynamics using time series of DMSP/OLS nighttime light data: A comparative case study from China's cities
    • Ma, T.; Zhou, C.; Pei, T.; Haynie, S.; Fan, J. Quantitative estimation of urbanization dynamics using time series of DMSP/OLS nighttime light data: A comparative case study from China's cities. Remote Sens. Environ. 2012, 124, 99-107.
    • (2012) Remote Sens. Environ. , vol.124 , pp. 99-107
    • Ma, T.1    Zhou, C.2    Pei, T.3    Haynie, S.4    Fan, J.5
  • 55
    • 4344576526 scopus 로고    scopus 로고
    • Measuring urbanization pattern and extent for malaria research: A review of remote sensing approaches
    • Tatem, A.J.; Hay, S.I. Measuring urbanization pattern and extent for malaria research: A review of remote sensing approaches. J. Urban Health 2004, 81, 363-376.
    • (2004) J. Urban Health , vol.81 , pp. 363-376
    • Tatem, A.J.1    Hay, S.I.2
  • 56
    • 84881493061 scopus 로고    scopus 로고
    • Can night-time light data identify typologies of urbanization? A global assessment of successes and failures
    • Zhang, Q.; Seto, K.C. Can night-time light data identify typologies of urbanization? A global assessment of successes and failures. Remote Sens. 2013, 5, 3476-3494.
    • (2013) Remote Sens. , vol.5 , pp. 3476-3494
    • Zhang, Q.1    Seto, K.C.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.