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Volumn 141, Issue 1, 2015, Pages

Land use optimization for a rapidly urbanizing city with regard to local climate change: Shenzhen as a case study

Author keywords

Land use intensity; Multiobjective optimization; Self organizing maps; Shenzhen; Urban heat island

Indexed keywords

ATMOSPHERIC TEMPERATURE; CLIMATE CHANGE; CONFORMAL MAPPING; DECISION MAKING; ECONOMICS; GENETIC ALGORITHMS; LANDFORMS; MULTIOBJECTIVE OPTIMIZATION; REGRESSION ANALYSIS; SELF ORGANIZING MAPS;

EID: 84923134591     PISSN: 07339488     EISSN: 19435444     Source Type: Journal    
DOI: 10.1061/(ASCE)UP.1943-5444.0000200     Document Type: Article
Times cited : (39)

References (48)
  • 4
    • 42649084005 scopus 로고    scopus 로고
    • 'Spatial optimization as a generative technique for sustainable multiobjective land-use allocation'
    • Arika, L. Z., Richard, L. C., and Piotr, J. (2008). "Spatial optimization as a generative technique for sustainable multiobjective land-use allocation". Int. J. Geogr. Inform. Sci., 22(6), 601-622.
    • (2008) Int. J. Geogr. Inform. Sci , vol.22 , Issue.6 , pp. 601-622
    • Arika, L.Z.1    Richard, L.C.2    Piotr, J.3
  • 5
    • 84905825623 scopus 로고    scopus 로고
    • The maximin fitness function for multiobjective evolutionary optimization
    • Chapter 3, Springer, London
    • Balling, R. J. (2002). The maximin fitness function for multiobjective evolutionary optimization. Chapter 3, Optimization in industry, Springer, London, 135-147.
    • (2002) Optimization in industry , pp. 135-147
    • Balling, R.J.1
  • 6
    • 1842588967 scopus 로고    scopus 로고
    • 'Generating future land-use and transportation plans for high-growth cities using a genetic algorithm'
    • Balling, R. J., Powell, B., and Saito, M. (2004). "Generating future land-use and transportation plans for high-growth cities using a genetic algorithm". Comput. Aided Civ. Infrastruct. Eng., 19(3), 213-222.
    • (2004) Comput. Aided Civ. Infrastruct. Eng , vol.19 , Issue.3 , pp. 213-222
    • Balling, R.J.1    Powell, B.2    Saito, M.3
  • 7
    • 0142203493 scopus 로고    scopus 로고
    • 'The maxi-min fitness function for multi-objective evolutionary computation: Application to city planning'
    • Morgan Kaufmann publishers, San Francisco, CA
    • Balling, R., and Wilson, S. (2001). "The maxi-min fitness function for multi-objective evolutionary computation: Application to city planning". Proc. Genetic and Evolutionary Computation Conf. (GECCO'2001), Morgan Kaufmann publishers, San Francisco, CA, 1079-1084.
    • (2001) Proc. Genetic and Evolutionary Computation Conf. (GECCO'2001) , pp. 1079-1084
    • Balling, R.1    Wilson, S.2
  • 8
    • 0030430467 scopus 로고    scopus 로고
    • 'Multivariate interpolation to incorporate thematic surface data using inverse distance weighting (IDW)'
    • Bartier, P. M., and Keller, C. P. (1996). "Multivariate interpolation to incorporate thematic surface data using inverse distance weighting (IDW)". Comput. Geosci., 22(7), 795-799.
    • (1996) Comput. Geosci , vol.22 , Issue.7 , pp. 795-799
    • Bartier, P.M.1    Keller, C.P.2
  • 9
    • 84858793642 scopus 로고    scopus 로고
    • 'Sustainable land use optimization using boundary-based fast genetic algorithm'
    • Cao, K., Huang, B., Wang, S. W., and Lin, H. (2012). "Sustainable land use optimization using boundary-based fast genetic algorithm". Comput. Environ. Urban Syst., 36(3), 257-269.
    • (2012) Comput. Environ. Urban Syst , vol.36 , Issue.3 , pp. 257-269
    • Cao, K.1    Huang, B.2    Wang, S.W.3    Lin, H.4
  • 10
    • 84863037877 scopus 로고    scopus 로고
    • 'The influence of socioeconomic and topographic factors on nocturnal urban heat islands: A case study in Shenzhen, China'
    • Chen, Z., Gong, C. F., Wu, J., and Yu, S. X. (2012). "The influence of socioeconomic and topographic factors on nocturnal urban heat islands: A case study in Shenzhen, China". Int. J. Rem. Sens., 33(12), 3843-3849.
    • (2012) Int. J. Rem. Sens , vol.33 , Issue.12 , pp. 3843-3849
    • Chen, Z.1    Gong, C.F.2    Wu, J.3    Yu, S.X.4
  • 11
    • 0034079338 scopus 로고    scopus 로고
    • 'Impact of rapid urban growth on heat and moisture islands in Pune City, India'
    • Deosthali, V. (2000). "Impact of rapid urban growth on heat and moisture islands in Pune City, India". Atmos. Environ., 34(17), 2745-2754.
    • (2000) Atmos. Environ , vol.34 , Issue.17 , pp. 2745-2754
    • Deosthali, V.1
  • 12
    • 84857124987 scopus 로고    scopus 로고
    • 'Urban heat island and its impact on climate change resilience in a shrinking city: The case of Glasgow, U.K'
    • Emmanuel, R., and Krüger, E. (2012). "Urban heat island and its impact on climate change resilience in a shrinking city: The case of Glasgow, U.K". Build. Environ., 53, 137-149.
    • (2012) Build. Environ , vol.53 , pp. 137-149
    • Emmanuel, R.1    Krüger, E.2
  • 13
    • 34547920777 scopus 로고    scopus 로고
    • 'Modeled impact of anthropogenic land cover change on climate'
    • Findell, K. L., Shevliakova, E., Milly, P. C. D., and Stouffer, R. J. (2007). "Modeled impact of anthropogenic land cover change on climate". J. Clim., 20(14), 3621-3634.
    • (2007) J. Clim , vol.20 , Issue.14 , pp. 3621-3634
    • Findell, K.L.1    Shevliakova, E.2    Milly, P.C.D.3    Stouffer, R.J.4
  • 14
    • 84863033464 scopus 로고    scopus 로고
    • 'Spatial distributions and temporal variations of atmospheric aerosols and the affecting factors: A case study for a region in Central China'
    • Guo, Y. J., Hong, S., Feng, N., Zhuang, Y. H., and Zhang, L. (2012). "Spatial distributions and temporal variations of atmospheric aerosols and the affecting factors: A case study for a region in Central China". Int. J. Rem. Sens., 33(12), 3672-3692.
    • (2012) Int. J. Rem. Sens , vol.33 , Issue.12 , pp. 3672-3692
    • Guo, Y.J.1    Hong, S.2    Feng, N.3    Zhuang, Y.H.4    Zhang, L.5
  • 15
    • 0842327896 scopus 로고    scopus 로고
    • 'Delineation of forest/nonforest land use classes using nearest neighbor methods'
    • Haapanen, R., Ek, A. R., Bauer, M. E., and Finley, A. O. (2004). "Delineation of forest/nonforest land use classes using nearest neighbor methods". Remote Sens. Environ., 89(3), 265-271.
    • (2004) Remote Sens. Environ , vol.89 , Issue.3 , pp. 265-271
    • Haapanen, R.1    Ek, A.R.2    Bauer, M.E.3    Finley, A.O.4
  • 16
    • 35448984476 scopus 로고    scopus 로고
    • 'Assessing the effect of land use/land cover change on the change of urban heat island intensity'
    • He, J. F., Liu, J. Y., Zhuang, D. F., Zhang, W., and Liu, M. L. (2007). "Assessing the effect of land use/land cover change on the change of urban heat island intensity". Theor. Appl. Climatol., 90(3-4), 217-226.
    • (2007) Theor. Appl. Climatol , vol.90 , Issue.3-4 , pp. 217-226
    • He, J.F.1    Liu, J.Y.2    Zhuang, D.F.3    Zhang, W.4    Liu, M.L.5
  • 18
    • 77954837165 scopus 로고    scopus 로고
    • 'Influence of land use change on urban heat island derived from multi-sensor data'
    • Hu, Y. H., and Jia, G. S. (2010). "Influence of land use change on urban heat island derived from multi-sensor data". Int. J. Climatol., 30(9), 1382-1395.
    • (2010) Int. J. Climatol , vol.30 , Issue.9 , pp. 1382-1395
    • Hu, Y.H.1    Jia, G.S.2
  • 19
    • 40649129474 scopus 로고    scopus 로고
    • 'Retrieving soil temperature profile by assimilating MODIS LST products with ensemble Kalman filter'
    • Huang, C. L., Li, X., and Lu, L. (2008). "Retrieving soil temperature profile by assimilating MODIS LST products with ensemble Kalman filter". Remote Sens. Environ., 112(4), 1320-1336.
    • (2008) Remote Sens. Environ , vol.112 , Issue.4 , pp. 1320-1336
    • Huang, C.L.1    Li, X.2    Lu, L.3
  • 20
    • 34249340782 scopus 로고    scopus 로고
    • 'The influence of land use on the urban heat island in Singapore'
    • Jusuf, S. K., Wong, N. H., Hagen, E., Roni, A., and Yan, H. (2007). "The influence of land use on the urban heat island in Singapore". Habitat Int., 31(2), 232-242.
    • (2007) Habitat Int , vol.31 , Issue.2 , pp. 232-242
    • Jusuf, S.K.1    Wong, N.H.2    Hagen, E.3    Roni, A.4    Yan, H.5
  • 21
    • 0001014746 scopus 로고
    • 'Urbanization: Its detection and effect in the United States climate record'
    • Karl, T. R., Diaz, H. F., and Kukla, G. (1988). "Urbanization: Its detection and effect in the United States climate record". J. Clim., 1(11), 1099-1123.
    • (1988) J. Clim , vol.1 , Issue.11 , pp. 1099-1123
    • Karl, T.R.1    Diaz, H.F.2    Kukla, G.3
  • 22
    • 0036602638 scopus 로고    scopus 로고
    • 'Maximum urban heat island intensity in Seoul'
    • Kim, Y. H., and Baik, J. J. (2002). "Maximum urban heat island intensity in Seoul". J. Appl. Meteorol., 41(6), 651-653.
    • (2002) J. Appl. Meteorol , vol.41 , Issue.6 , pp. 651-653
    • Kim, Y.H.1    Baik, J.J.2
  • 23
    • 77953129597 scopus 로고    scopus 로고
    • 'Variations in ecosystem service value in response to land use changes in Shenzhen'
    • Li, T. H., Li, W. K., and Qian, Z. H. (2010). "Variations in ecosystem service value in response to land use changes in Shenzhen". Ecol. Econ., 69(7), 1427-1435.
    • (2010) Ecol. Econ , vol.69 , Issue.7 , pp. 1427-1435
    • Li, T.H.1    Li, W.K.2    Qian, Z.H.3
  • 24
    • 0042421776 scopus 로고    scopus 로고
    • 'Land-use and land-cover change, urban heat island phenomenon, and health implications: A remote sensing approach'
    • Lo, C. P., and Quattrochi, D. A. (2003). "Land-use and land-cover change, urban heat island phenomenon, and health implications: A remote sensing approach". Photogramm. Eng. Remote Sens., 69(9), 1053-1063.
    • (2003) Photogramm. Eng. Remote Sens , vol.69 , Issue.9 , pp. 1053-1063
    • Lo, C.P.1    Quattrochi, D.A.2
  • 25
    • 0030917979 scopus 로고    scopus 로고
    • 'Application of high-resolution thermal infrared remote sensing and GIS to assess the urban heat island effect'
    • Lo, C. P., Quattrochi, D. A., and Luvall, J. C. (1997). "Application of high-resolution thermal infrared remote sensing and GIS to assess the urban heat island effect". Int. J. Rem. Sens., 18(2), 287-304.
    • (1997) Int. J. Rem. Sens , vol.18 , Issue.2 , pp. 287-304
    • Lo, C.P.1    Quattrochi, D.A.2    Luvall, J.C.3
  • 26
    • 66349083178 scopus 로고    scopus 로고
    • 'An approach to land-use and transportation planning that facilitates city and region cooperation'
    • Lowry, M. B., and Balling, R. J. (2009). "An approach to land-use and transportation planning that facilitates city and region cooperation". Environ. Plann. B, Plann. Des., 36(3), 487-504.
    • (2009) Environ. Plann. B, Plann. Des , vol.36 , Issue.3 , pp. 487-504
    • Lowry, M.B.1    Balling, R.J.2
  • 27
    • 0017452469 scopus 로고
    • 'Empirical estimation of urban effects on climate: A problem analysis'
    • Lowry, W. P. (1977). "Empirical estimation of urban effects on climate: A problem analysis". J. Appl. Meteorol., 16(2), 129-135.
    • (1977) J. Appl. Meteorol , vol.16 , Issue.2 , pp. 129-135
    • Lowry, W.P.1
  • 28
    • 45049086848 scopus 로고    scopus 로고
    • 'An adaptive inverse-distance weighting spatial interpolation technique'
    • Lu, G. Y., and Wong, D. W. (2008). "An adaptive inverse-distance weighting spatial interpolation technique". Comput. Geosci., 34(9), 1044-1055.
    • (2008) Comput. Geosci , vol.34 , Issue.9 , pp. 1044-1055
    • Lu, G.Y.1    Wong, D.W.2
  • 29
    • 79952070345 scopus 로고    scopus 로고
    • 'Monitoring of the urban sprawl using geoprocessing tools in the Shenzhen Municipality, China'
    • Lv, Z. Q., Wu, Z. F., Wei, J. B., Sun, C., Zhou, Q. G., and Zhang, J. H. (2011). "Monitoring of the urban sprawl using geoprocessing tools in the Shenzhen Municipality, China". Earth Environ. Sci., 62(6), 1131-1141.
    • (2011) Earth Environ. Sci , vol.62 , Issue.6 , pp. 1131-1141
    • Lv, Z.Q.1    Wu, Z.F.2    Wei, J.B.3    Sun, C.4    Zhou, Q.G.5    Zhang, J.H.6
  • 30
    • 0000424793 scopus 로고
    • 'Cooling urban heat islands with sustainable landscapes'
    • Univ. of Massachusetts Press, Amherst, MA
    • McPherson, E. G. (1994). "Cooling urban heat islands with sustainable landscapes". The ecological city: Preserving and restoring urban biodiversity, Univ. of Massachusetts Press, Amherst, MA, 151-171.
    • (1994) The ecological city: Preserving and restoring urban biodiversity , pp. 151-171
    • McPherson, E.G.1
  • 31
    • 0342287411 scopus 로고
    • 'The urban microclimate of Singapore'
    • Nieuwolt, S. (1966). "The urban microclimate of Singapore". J. Trop. Geogr., 22, 30-37.
    • (1966) J. Trop. Geogr , vol.22 , pp. 30-37
    • Nieuwolt, S.1
  • 32
    • 0034690022 scopus 로고    scopus 로고
    • 'Spatial distribution and microscale characteristics of the urban heat island in Tel-Aviv, Israel'
    • Saaroni, H., Ben-Dor, E., Bitan, A., and Potchter, O. (2000). "Spatial distribution and microscale characteristics of the urban heat island in Tel-Aviv, Israel". Landsc. Urban Plann., 48(1), 1-18.
    • (2000) Landsc. Urban Plann , vol.48 , Issue.1 , pp. 1-18
    • Saaroni, H.1    Ben-Dor, E.2    Bitan, A.3    Potchter, O.4
  • 34
    • 0032551525 scopus 로고    scopus 로고
    • 'The thermal regime of urban parks in two cities with different summer climates'
    • Spronken-Smith, R. A., and Oke, T. R. (1998). "The thermal regime of urban parks in two cities with different summer climates". Int. J. Rem. Sens., 19(11), 2085-2104.
    • (1998) Int. J. Rem. Sens , vol.19 , Issue.11 , pp. 2085-2104
    • Spronken-Smith, R.A.1    Oke, T.R.2
  • 35
    • 77957914134 scopus 로고    scopus 로고
    • 'Urban form and extreme heat events: Are sprawling cities more vulnerable to climate change than compact cities?'
    • Stone, B., Hess, J. J., and Frumkin, H. (2010). "Urban form and extreme heat events: Are sprawling cities more vulnerable to climate change than compact cities?" Environ. Health Perspect., 118(10), 1425-1428.
    • (2010) Environ. Health Perspect , vol.118 , Issue.10 , pp. 1425-1428
    • Stone, B.1    Hess, J.J.2    Frumkin, H.3
  • 36
    • 33646792601 scopus 로고    scopus 로고
    • 'Land use planning and surface heat island formation: A parcel-based radiation flux approach'
    • Stone, B., and Norman, J. M. (2006). "Land use planning and surface heat island formation: A parcel-based radiation flux approach". Atmos. Environ., 40(19), 3561-3573.
    • (2006) Atmos. Environ , vol.40 , Issue.19 , pp. 3561-3573
    • Stone, B.1    Norman, J.M.2
  • 37
    • 0036731488 scopus 로고    scopus 로고
    • 'Diurnal air temperatures in built-up areas in relation to urban planning'
    • Svensson, M. K., and Eliasson, I. (2002). "Diurnal air temperatures in built-up areas in relation to urban planning". Landsc. Urban Plann., 61(1), 37-54.
    • (2002) Landsc. Urban Plann , vol.61 , Issue.1 , pp. 37-54
    • Svensson, M.K.1    Eliasson, I.2
  • 39
    • 11044224717 scopus 로고    scopus 로고
    • 'Intra-urban relationship between surface geometry and urban heat island: Review and new approach'
    • Unger, J. (2004). "Intra-urban relationship between surface geometry and urban heat island: Review and new approach". Clim. Res., 27(3), 253-264.
    • (2004) Clim. Res , vol.27 , Issue.3 , pp. 253-264
    • Unger, J.1
  • 40
    • 18044399507 scopus 로고    scopus 로고
    • 'Land-use and meteorological aspects of the urban heat island'
    • Unger, J., Sümeghy, Z., Gulyás, Á., Bottyán, Z., and Mucsi, L. (2001). "Land-use and meteorological aspects of the urban heat island". Meteorol. Appl., 8(2), 189-194.
    • (2001) Meteorol. Appl , vol.8 , Issue.2 , pp. 189-194
    • Unger, J.1    Sümeghy, Z.2    Gulyás, Á.3    Bottyán, Z.4    Mucsi, L.5
  • 41
    • 0036846044 scopus 로고    scopus 로고
    • 'Validation of the land-surface temperature products retrieved from Terra Moderate resolution imaging spectroradiometer data'
    • Wan, Z., Zhang, Y., Zhang, Q., and Li, Z. L. (2002). "Validation of the land-surface temperature products retrieved from Terra Moderate resolution imaging spectroradiometer data". Remote Sens. Environ., 83(1-2), 163-180.
    • (2002) Remote Sens. Environ , vol.83 , Issue.1-2 , pp. 163-180
    • Wan, Z.1    Zhang, Y.2    Zhang, Q.3    Li, Z.L.4
  • 42
    • 1142293895 scopus 로고    scopus 로고
    • 'Quality assessment and validation of the MODIS global land-surface temperature'
    • Wan, Z., Zhang, Y., Zhang, Q., and Li, Z. L. (2004). "Quality assessment and validation of the MODIS global land-surface temperature". Int. J. Rem. Sens., 25(1), 261-274.
    • (2004) Int. J. Rem. Sens , vol.25 , Issue.1 , pp. 261-274
    • Wan, Z.1    Zhang, Y.2    Zhang, Q.3    Li, Z.L.4
  • 43
    • 27744592187 scopus 로고    scopus 로고
    • 'Collection-5 MODIS land surface temperature products users' guide'
    • Univ. of California, Santa Barbara, CA
    • Wan, Z. M. (2007). "Collection-5 MODIS land surface temperature products users' guide". ICESS, Univ. of California, Santa Barbara, CA.
    • (2007) ICESS
    • Wan, Z.M.1
  • 44
    • 0026439790 scopus 로고
    • 'Evaluation and comparison of spatial interpolators'
    • Weber, D., and Englund, E. (1992). "Evaluation and comparison of spatial interpolators". Math. Geol., 24(4), 381-391.
    • (1992) Math. Geol , vol.24 , Issue.4 , pp. 381-391
    • Weber, D.1    Englund, E.2
  • 45
    • 84975836056 scopus 로고    scopus 로고
    • 'Past and projected trends in London's urban heat island'
    • Wilby, R. L. (2003). "Past and projected trends in London's urban heat island". Weather, 58(7), 251-260.
    • (2003) Weather , vol.58 , Issue.7 , pp. 251-260
    • Wilby, R.L.1
  • 46
    • 77949867001 scopus 로고    scopus 로고
    • 'Evaluation and comparison of ordinary kriging and inverse distance weighting methods for prediction of spatial variability of some soil chemical parameters'
    • Yasrebi, J., Saffari, M., Fathi, H., Karimian, N., Moazallahi, M., and Gazni, R. (2009). "Evaluation and comparison of ordinary kriging and inverse distance weighting methods for prediction of spatial variability of some soil chemical parameters". Res. J. Bio. Sci., 4(1), 93-102.
    • (2009) Res. J. Bio. Sci , vol.4 , Issue.1 , pp. 93-102
    • Yasrebi, J.1    Saffari, M.2    Fathi, H.3    Karimian, N.4    Moazallahi, M.5    Gazni, R.6
  • 47
    • 84862907977 scopus 로고    scopus 로고
    • 'Simulating multi-objective spatial optimization allocation of land use based on the integration of multi-agent system and genetic algorithm'
    • Zhang, H. H., Zeng, Y. N., and Bian, L. (2010). "Simulating multi-objective spatial optimization allocation of land use based on the integration of multi-agent system and genetic algorithm". Int. J. Environ. Res., 4(4), 765-776.
    • (2010) Int. J. Environ. Res , vol.4 , Issue.4 , pp. 765-776
    • Zhang, H.H.1    Zeng, Y.N.2    Bian, L.3
  • 48
    • 80052761296 scopus 로고    scopus 로고
    • 'A numerical study on the influences of urban planning and construction on the summer urban heat island in the metropolis of Shenzhen'
    • Zhang, X. L., et al. (2011). "A numerical study on the influences of urban planning and construction on the summer urban heat island in the metropolis of Shenzhen". J. Trop. Meterol., 17(4), 392-398.
    • (2011) J. Trop. Meterol , vol.17 , Issue.4 , pp. 392-398
    • Zhang, X.L.1


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