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Volumn 71, Issue , 2014, Pages 468-478

Estimating CO2 (carbon dioxide) emissions at urban scales by DMSP/OLS (Defense Meteorological Satellite Program's Operational Linescan System) nighttime light imagery: Methodological challenges and a case study for China

Author keywords

Carbon dioxide emissions; Top down method; Urban China

Indexed keywords

DEVELOPING COUNTRIES; ESTIMATION; GLOBAL WARMING;

EID: 84902547662     PISSN: 03605442     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.energy.2014.04.103     Document Type: Article
Times cited : (198)

References (64)
  • 1
    • 84867230202 scopus 로고    scopus 로고
    • Exploring the bi-directional long run relationship between urbanization, energy consumption, and carbon dioxide emission
    • Al-mulali U., Binti Che Sab C.N., Fereidouni H.G. Exploring the bi-directional long run relationship between urbanization, energy consumption, and carbon dioxide emission. Energy 2012, 46(1):156-167.
    • (2012) Energy , vol.46 , Issue.1 , pp. 156-167
    • Al-mulali, U.1    Binti Che Sab, C.N.2    Fereidouni, H.G.3
  • 4
    • 84868522693 scopus 로고    scopus 로고
    • The development of low-carbon towns in China: concepts and practices
    • Li Z., Chang S., Ma L., Liu P., Zhao L., Yao Q. The development of low-carbon towns in China: concepts and practices. Energy 2012, 47(1):590-599.
    • (2012) Energy , vol.47 , Issue.1 , pp. 590-599
    • Li, Z.1    Chang, S.2    Ma, L.3    Liu, P.4    Zhao, L.5    Yao, Q.6
  • 6
    • 84878233407 scopus 로고    scopus 로고
    • Remote sensing science to inform urban climate change mitigation strategies
    • Seto K.C., Christensen P. Remote sensing science to inform urban climate change mitigation strategies. Urban Clim 2013, 3(0):1-6.
    • (2013) Urban Clim , vol.3 , Issue.0 , pp. 1-6
    • Seto, K.C.1    Christensen, P.2
  • 7
    • 52949134830 scopus 로고    scopus 로고
    • Cities' contribution to global warming: notes on the allocation of greenhouse gas emissions
    • Satterthwaite D. Cities' contribution to global warming: notes on the allocation of greenhouse gas emissions. Environ Urban 2008, 20(2):539.
    • (2008) Environ Urban , vol.20 , Issue.2 , pp. 539
    • Satterthwaite, D.1
  • 8
    • 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(9):2320-2329.
    • (2011) Remote Sens Environ , vol.115 , Issue.9 , pp. 2320-2329
    • Zhang, Q.1    Seto, K.C.2
  • 10
    • 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., et al. Estimating energy consumption from night-time DMPS/OLS imagery after correcting for saturation effects. Int J Remote Sens 2010, 31(16):4443-4458.
    • (2010) Int J Remote Sens , vol.31 , Issue.16 , pp. 4443-4458
    • Letu, H.1    Hara, M.2    Yagi, H.3    Naoki, K.4    Tana, G.5    Nishio, F.6
  • 11
    • 78751546692 scopus 로고    scopus 로고
    • 2 emission inventory derived using a point source database and satellite observations of nighttime lights
    • 2 emission inventory derived using a point source database and satellite observations of nighttime lights. Atmos Chem Phys 2011, 11:543-556.
    • (2011) Atmos Chem Phys , vol.11 , pp. 543-556
    • Oda, T.1    Maksyutov, S.2
  • 12
    • 84864259538 scopus 로고    scopus 로고
    • The carbon emissions of Chinese cities
    • Wang H., Zhang R., Liu M., Bi J. The carbon emissions of Chinese cities. Atmos Chem Phys 2012, 12(14):6197-6206.
    • (2012) Atmos Chem Phys , vol.12 , Issue.14 , pp. 6197-6206
    • Wang, H.1    Zhang, R.2    Liu, M.3    Bi, J.4
  • 13
    • 84888306062 scopus 로고    scopus 로고
    • Comparing mitigation policies in five large cities: London, New York City, Milan, Mexico City, and Bangkok
    • The World Bank, Washington, D.C. D. Hoornweg, M. Freire, M.J. Lee, P. Bhada-Tata, B. Yuen (Eds.)
    • Croci E., Melandri S., Molteni T. Comparing mitigation policies in five large cities: London, New York City, Milan, Mexico City, and Bangkok. Cities and climate change: responding to an urgent agenda 2011, 55-86. The World Bank, Washington, D.C. D. Hoornweg, M. Freire, M.J. Lee, P. Bhada-Tata, B. Yuen (Eds.).
    • (2011) Cities and climate change: responding to an urgent agenda , pp. 55-86
    • Croci, E.1    Melandri, S.2    Molteni, T.3
  • 14
    • 84898035077 scopus 로고    scopus 로고
    • Amulti-sectoral decomposition analysis of city-level greenhouse gas emissions: case study of Tianjin, China
    • Kang J., Zhao T., Liu N., Zhang X., Xu X., Lin T. Amulti-sectoral decomposition analysis of city-level greenhouse gas emissions: case study of Tianjin, China. Energy 2014, http://dx.doi.org/10.1016/j.energy.2014.01.023.
    • (2014) Energy
    • Kang, J.1    Zhao, T.2    Liu, N.3    Zhang, X.4    Xu, X.5    Lin, T.6
  • 15
    • 57549091095 scopus 로고    scopus 로고
    • International Energy Agency, Paris, France
    • International Energy Agency (IEA) World energy outlook 2008 2008, International Energy Agency, Paris, France.
    • (2008) World energy outlook 2008
  • 16
    • 79851474013 scopus 로고    scopus 로고
    • Downscaling socioeconomic and emissions scenarios for global environmental change research: a review
    • van Vuuren D.P., Smith S.J., Riahi K. Downscaling socioeconomic and emissions scenarios for global environmental change research: a review. Wiley Interdiscip Rev Clim Change 2010, 1(3):393-404.
    • (2010) Wiley Interdiscip Rev Clim Change , vol.1 , Issue.3 , pp. 393-404
    • van Vuuren, D.P.1    Smith, S.J.2    Riahi, K.3
  • 17
    • 77958453206 scopus 로고    scopus 로고
    • Estimating rural populations without access to electricity in developing countries through night-time light satellite imagery
    • Doll C.N.H., Pachauri S. Estimating rural populations without access to electricity in developing countries through night-time light satellite imagery. Energy Policy 2010, 38(10):5661-5670.
    • (2010) Energy Policy , vol.38 , Issue.10 , pp. 5661-5670
    • Doll, C.N.H.1    Pachauri, S.2
  • 18
    • 84875793108 scopus 로고    scopus 로고
    • Exploring factors affecting the relationship between light consumption and GDP based on DMSP/OLS nighttime satellite imagery
    • Wu J., Wang Z., Li W., Peng J. Exploring factors affecting the relationship between light consumption and GDP based on DMSP/OLS nighttime satellite imagery. Remote Sens Environ 2013, 134(0):111-119.
    • (2013) Remote Sens Environ , vol.134 , Issue.0 , pp. 111-119
    • Wu, J.1    Wang, Z.2    Li, W.3    Peng, J.4
  • 19
    • 79957734284 scopus 로고    scopus 로고
    • Using luminosity data as a proxy for economic statistics
    • Chen X., Nordhaus W.D. Using luminosity data as a proxy for economic statistics. Proc Natl Acad Sci U S A 2011, 108(21):8589-8594.
    • (2011) Proc Natl Acad Sci U S A , vol.108 , Issue.21 , pp. 8589-8594
    • Chen, X.1    Nordhaus, W.D.2
  • 20
    • 79958255903 scopus 로고    scopus 로고
    • Abright idea for measuring economic growth
    • Henderson V., Storeygard A., Weil D.N. Abright idea for measuring economic growth. Am Econ Rev 2011, 101(3):194-199.
    • (2011) Am Econ Rev , vol.101 , Issue.3 , pp. 194-199
    • Henderson, V.1    Storeygard, A.2    Weil, D.N.3
  • 24
    • 70449399625 scopus 로고    scopus 로고
    • Urban energy use and carbon emissions from cities in China and policy implications
    • Dhakal S. Urban energy use and carbon emissions from cities in China and policy implications. Energy Policy 2009, 37(11):4208-4219.
    • (2009) Energy Policy , vol.37 , Issue.11 , pp. 4208-4219
    • Dhakal, S.1
  • 25
    • 84861958202 scopus 로고    scopus 로고
    • Greenhouse gas emission baselines for global cities and metropolitan regions
    • The World Bank, Washington, D.C. D. Hoornweg, M. Freire, M.J. Lee, P. Bhada-Tata, B. Yuen (Eds.)
    • Kennedy C.A., Ramaswami A., Carney S., Dhakal S. Greenhouse gas emission baselines for global cities and metropolitan regions. Cities and climate change: responding to an urgent agenda 2011, 15-54. The World Bank, Washington, D.C. D. Hoornweg, M. Freire, M.J. Lee, P. Bhada-Tata, B. Yuen (Eds.).
    • (2011) Cities and climate change: responding to an urgent agenda , pp. 15-54
    • Kennedy, C.A.1    Ramaswami, A.2    Carney, S.3    Dhakal, S.4
  • 26
    • 0003395661 scopus 로고    scopus 로고
    • Population Division of the Department of Economic and Social Affairs of the United Nations Secretariat, New York
    • United Nations (UN) World urbanization prospects: the 2011 revision 2011, Population Division of the Department of Economic and Social Affairs of the United Nations Secretariat, New York.
    • (2011) World urbanization prospects: the 2011 revision
  • 27
    • 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(9):3668-3679.
    • (2008) Remote Sens Environ , vol.112 , Issue.9 , pp. 3668-3679
    • Lu, D.1    Tian, H.2    Zhou, G.3    Ge, H.4
  • 29
    • 47249085975 scopus 로고    scopus 로고
    • Urban expansion and its contribution to the regional carbon emissions: using the model based on the population density distribution
    • Svirejeva-Hopkins A., Schellnhuber H.J. Urban expansion and its contribution to the regional carbon emissions: using the model based on the population density distribution. Ecol Modell 2008, 216(2):208-216.
    • (2008) Ecol Modell , vol.216 , Issue.2 , pp. 208-216
    • Svirejeva-Hopkins, A.1    Schellnhuber, H.J.2
  • 32
    • 0031231143 scopus 로고    scopus 로고
    • Atechnique 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. Atechnique for using composite DMSP/OLS "City Lights" satellite data to map urban area. Remote Sens Environ 1997, 61(3):361-370.
    • (1997) Remote Sens Environ , vol.61 , Issue.3 , pp. 361-370
    • Imhoff, M.L.1    Lawrence, W.T.2    Stutzer, D.C.3    Elvidge, C.D.4
  • 33
    • 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(3):277-291.
    • (2005) Remote Sens Environ , vol.96 , Issue.3 , pp. 277-291
    • Small, C.1    Pozzi, F.2    Elvidge, C.D.3
  • 34
    • 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(3):401-410.
    • (2003) Remote Sens Environ , vol.86 , Issue.3 , pp. 401-410
    • Milesi, C.1    Elvidge, C.D.2    Nemani, R.R.3    Running, S.W.4
  • 35
    • 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(3):595-609.
    • (2003) Int J Remote Sens , vol.24 , Issue.3 , pp. 595-609
    • Henderson, M.1    Yeh, E.T.2    Gong, P.3    Elvidge, C.4    Baugh, K.5
  • 36
    • 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. Landsc Urban Plan 2012, 106:62-72.
    • (2012) Landsc Urban Plan , vol.106 , pp. 62-72
    • Liu, Z.1    He, C.2    Zhang, Q.3    Huang, Q.4    Yang, Y.5
  • 37
    • 33645399945 scopus 로고    scopus 로고
    • Mapping regional economic activity from night-time light satellite imagery
    • Doll C.N.H., Muller J.-P., Morley J.G. Mapping regional economic activity from night-time light satellite imagery. Ecol Econ 2006, 57(1):75-92.
    • (2006) Ecol Econ , vol.57 , Issue.1 , pp. 75-92
    • Doll, C.N.H.1    Muller, J.-P.2    Morley, J.G.3
  • 38
    • 0034078202 scopus 로고    scopus 로고
    • Night-time imagery as a tool for global mapping of socioeconomic parameters and greenhouse gas emissions
    • Doll C.N.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(3):157-162.
    • (2000) AMBIO , vol.29 , Issue.3 , pp. 157-162
    • Doll, C.N.H.1    Muller, J.P.2    Elvidge, C.D.3
  • 40
    • 77957659121 scopus 로고    scopus 로고
    • GHG emissions from urbanization and opportunities for urban carbon mitigation
    • Dhakal S. GHG emissions from urbanization and opportunities for urban carbon mitigation. Curr Opin Environ Sustain 2010, 2(4):277-283.
    • (2010) Curr Opin Environ Sustain , vol.2 , Issue.4 , pp. 277-283
    • Dhakal, S.1
  • 41
    • 79952073265 scopus 로고    scopus 로고
    • National Bureau of Statistics of China, Beijing, [in Chinese]
    • National Bureau of Statistics of China (NBSC) China statistical yearbook 2011, National Bureau of Statistics of China, Beijing, [in Chinese].
    • (2011) China statistical yearbook
  • 42
    • 84879999082 scopus 로고    scopus 로고
    • [Retrieved Oct. 2011]
    • National Geophysical Data Center (NGDC) DMSP/OLS nighttime light data version 4 2010, [Retrieved Oct. 2011]. http://ngdc.noaa.gov/eog/dmsp/downloadV4composites.html.
    • (2010) DMSP/OLS nighttime light data version 4
  • 43
    • 34147108957 scopus 로고    scopus 로고
    • NASA Socioeconomic Data and Applications Center (SEDAC), Palisades, NY
    • Center for International Earth Science Information Network (CIESIN), Centro International de Agricultura Tropical (CIAT) Gridded population of the world version 3 (GPWv3): population density grids 2005, NASA Socioeconomic Data and Applications Center (SEDAC), Palisades, NY.
    • (2005) Gridded population of the world version 3 (GPWv3): population density grids
  • 44
    • 0004259967 scopus 로고    scopus 로고
    • China Statistics Press, Beijing, [in Chinese]
    • National Bureau of Statistics of China (NBSC) China energy statistical yearbook 1996-2011, China Statistics Press, Beijing, [in Chinese].
    • (1996) China energy statistical yearbook
  • 47
    • 84874598565 scopus 로고    scopus 로고
    • National Development and Reform Commission, Beijing, [in Chinese]
    • National Development and Reform Commission (NDRC) 2010 Baseline emissions factors for regional power grids in China 2010, National Development and Reform Commission, Beijing, [in Chinese].
    • (2010) 2010 Baseline emissions factors for regional power grids in China
  • 48
    • 0001386505 scopus 로고    scopus 로고
    • Urban spatial structure
    • Anas A., Arnott R., Small K.A. Urban spatial structure. JEcon Lit 1998, 36(3):1426-1464.
    • (1998) JEcon Lit , vol.36 , Issue.3 , pp. 1426-1464
    • Anas, A.1    Arnott, R.2    Small, K.A.3
  • 49
    • 79953129902 scopus 로고    scopus 로고
    • The fractal approach: a new tool for the spatial analysis of urban agglomerations
    • Frankhauser P. The fractal approach: a new tool for the spatial analysis of urban agglomerations. Population 1998, 205-240.
    • (1998) Population , pp. 205-240
    • Frankhauser, P.1
  • 50
    • 70350533108 scopus 로고    scopus 로고
    • Afifteen year record of global natural gas flaring derived from satellite data
    • Elvidge C.D., Ziskin D., Baugh K.E., Tuttle B.T., Ghosh T., Pack D.W., et al. Afifteen year record of global natural gas flaring derived from satellite data. Energies 2009, 2(3):595-622.
    • (2009) Energies , vol.2 , Issue.3 , pp. 595-622
    • Elvidge, C.D.1    Ziskin, D.2    Baugh, K.E.3    Tuttle, B.T.4    Ghosh, T.5    Pack, D.W.6
  • 51
    • 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(0):32-41.
    • (2013) Remote Sens Environ , vol.129 , Issue.0 , pp. 32-41
    • Zhang, Q.1    Schaaf, C.2    Seto, K.C.3
  • 53
    • 0029509937 scopus 로고
    • Modelling urban growth patterns
    • Makse H.A., Havlin S., Stanley H.E. Modelling urban growth patterns. Nature 1995, 377(6550):608-612.
    • (1995) Nature , vol.377 , Issue.6550 , pp. 608-612
    • Makse, H.A.1    Havlin, S.2    Stanley, H.E.3
  • 54
    • 0027714248 scopus 로고
    • Cellular automata and fractal urban form: a cellular modelling approach to the evolution of urban land-use patterns
    • White R., Engelen G. Cellular automata and fractal urban form: a cellular modelling approach to the evolution of urban land-use patterns. Environ Plan A 1993, 25:1175.
    • (1993) Environ Plan A , vol.25 , pp. 1175
    • White, R.1    Engelen, G.2
  • 55
    • 84902553133 scopus 로고
    • Chinese Committee of Agricultural Regional Planning, Beijing, [in Chinese]
    • Chinese Committee of Agricultural Regional Planning (CCARP) Regulations of land use survey 1983, Chinese Committee of Agricultural Regional Planning, Beijing, [in Chinese].
    • (1983) Regulations of land use survey
  • 56
    • 34147104394 scopus 로고    scopus 로고
    • Urbanization and global environmental change: local effects of urban warming
    • Grimmond S. Urbanization and global environmental change: local effects of urban warming. Geogr J 2007, 173(1):83-88.
    • (2007) Geogr J , vol.173 , Issue.1 , pp. 83-88
    • Grimmond, S.1
  • 57
    • 84874408326 scopus 로고    scopus 로고
    • Convergence of per capita carbon dioxide emissions in urban China: a spatio-temporal perspective
    • Huang B., Meng L. Convergence of per capita carbon dioxide emissions in urban China: a spatio-temporal perspective. Appl Geogr 2013, 40:21-29.
    • (2013) Appl Geogr , vol.40 , pp. 21-29
    • Huang, B.1    Meng, L.2
  • 58
    • 84862244740 scopus 로고    scopus 로고
    • 2 emission inventories for Chinese cities in highly urbanized areas compared with European cities
    • 2 emission inventories for Chinese cities in highly urbanized areas compared with European cities. Energy Policy 2012, 47:298-308.
    • (2012) Energy Policy , vol.47 , pp. 298-308
    • Yu, W.1    Pagani, R.2    Huang, L.3
  • 60
    • 77955042840 scopus 로고    scopus 로고
    • The household registration system and migrant labor in China: notes on a debate
    • Chan K.W. The household registration system and migrant labor in China: notes on a debate. Popul Dev Rev 2010, 36(2):357-364.
    • (2010) Popul Dev Rev , vol.36 , Issue.2 , pp. 357-364
    • Chan, K.W.1
  • 61
    • 33747218488 scopus 로고
    • International Monetary Fund (IMF)
    • International Monetary Fund (IMF) World economic outlook (WEO) data 1993, International Monetary Fund (IMF).
    • (1993) World economic outlook (WEO) data
  • 63
    • 84865325129 scopus 로고    scopus 로고
    • The gigatonne gap in China's carbon dioxide inventories
    • Guan D., Liu Z., Geng Y., Lindner S., Hubacek K. The gigatonne gap in China's carbon dioxide inventories. Nat Clim Chang 2012, 2:672-675.
    • (2012) Nat Clim Chang , vol.2 , pp. 672-675
    • Guan, D.1    Liu, Z.2    Geng, Y.3    Lindner, S.4    Hubacek, K.5
  • 64
    • 81555205667 scopus 로고    scopus 로고
    • China looks to balance its carbon books
    • Jiao L., Stone R. China looks to balance its carbon books. Science 2011, 334(6058):886-887.
    • (2011) Science , vol.334 , Issue.6058 , pp. 886-887
    • Jiao, L.1    Stone, R.2


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