Spatiotemporal Variation in Surface Urban Heat Island Intensity and Associated Determinants across Major Chinese Cities

Urban heat islands (UHIs) created through urbanization can have negative impacts on the lives of people living in cities. They may also vary spatially and temporally over a city. There is, thus, a need for greater understanding of these patterns and their causes. While previous UHI studies focused on only a few cities and/or several explanatory variables, this research provides a comprehensive and comparative characterization of the diurnal and seasonal variation in surface UHI intensities (SUHIIs) across 67 major Chinese cities. The factors associated with the SUHII were assessed by considering a variety of related social, economic and natural factors using a regression tree model. Obvious seasonal variation was observed for the daytime SUHII, and the diurnal variation in SUHII varied seasonally across China. Interestingly, the SUHII varied significantly in character between northern and southern China. Southern China experienced more intense daytime SUHIIs, while the opposite was true for nighttime SUHIIs. Vegetation had the greatest effect in the day time in northern China. In southern China, annual electricity consumption and the number of public buses were found to be important. These results have important theoretical significance and may be of use to mitigate UHI effects.

[1]  T. Oke City size and the urban heat island , 1973 .

[2]  Youshouzhai Gu Echo , 1980, The Craft of Poetry.

[3]  T. Oke The energetic basis of the urban heat island , 1982 .

[4]  J. Jones,et al.  Climate change and human health. , 1997, South African medical journal = Suid-Afrikaanse tydskrif vir geneeskunde.

[5]  T. Oke,et al.  Complete urban surface temperatures , 1997 .

[6]  C. Elvidge,et al.  A Technique for Using Composite DMSP/OLS "City Lights"Satellite Data to Map Urban Area , 1997 .

[7]  T. Carlson,et al.  An assessment of satellite remotely-sensed land cover parameters in quantitatively describing the climatic effect of urbanization , 1998 .

[8]  Bai-Lian Li,et al.  Why is the holistic approach becoming so important in landscape ecology , 2000 .

[9]  G. Galster,et al.  Wrestling Sprawl to the Ground: Defining and measuring an elusive concept , 2001 .

[10]  M. Santamouris,et al.  On the impact of urban climate on the energy consumption of buildings , 2001 .

[11]  C. S. Holling Understanding the Complexity of Economic, Ecological, and Social Systems , 2001, Ecosystems.

[12]  Liu Jiyuan,et al.  Application of Convex Hull in Identifying the Types of Urban Land Expansion , 2003 .

[13]  Limin Yang,et al.  An approach for mapping large-area impervious surfaces: synergistic use of Landsat-7 ETM+ and high spatial resolution imagery , 2003 .

[14]  D. Streutker,et al.  Satellite-measured growth of the urban heat island of Houston, Texas , 2003 .

[15]  Limin Yang,et al.  Urban Land-Cover Change Detection through Sub-Pixel Imperviousness Mapping Using Remotely Sensed Data , 2003 .

[16]  J. A. Voogta,et al.  Thermal remote sensing of urban climates , 2003 .

[17]  Qingxiang Li,et al.  Urban heat island effect on annual mean temperature during the last 50 years in China , 2004 .

[18]  D. Lu,et al.  Estimation of land surface temperature-vegetation abundance relationship for urban heat island studies , 2004 .

[19]  C. Tucker,et al.  Evidence for a significant urbanization effect on climate in China. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[20]  J. M. Shepherd,et al.  A Review of Current Investigations of Urban-Induced Rainfall and Recommendations for the Future , 2005 .

[21]  David J. Sailor,et al.  Modeling the impacts of anthropogenic heating on the urban climate of Philadelphia: a comparison of implementations in two PBL schemes , 2005 .

[22]  Yu-hsin Tsai Quantifying Urban Form: Compactness versus 'Sprawl' , 2005 .

[23]  Xiaoling Chen,et al.  Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changes , 2006 .

[24]  J. M. Shepherd Evidence of urban-induced precipitation variability in arid climate regimes , 2006 .

[25]  Y. Yasuoka,et al.  Assessment with satellite data of the urban heat island effects in Asian mega cities , 2006 .

[26]  C. Sarrata,et al.  Impact of urban heat island on regional atmospheric pollution , 2006 .

[27]  Jiankai Wang,et al.  Influences of urbanization on surface characteristics as derived from the Moderate‐Resolution Imaging Spectroradiometer: A case study for the Beijing metropolitan area , 2007 .

[28]  Xixi Lu,et al.  A global comparative analysis of urban form: Applying spatial metrics and remote sensing , 2007 .

[29]  Andrew E. Suyker,et al.  Estimation of net ecosystem carbon exchange for the conterminous United States by combining MODIS and AmeriFlux data , 2008, Agricultural and Forest Meteorology.

[30]  Erich W. Schienke,et al.  Land Surface Temperature Variation and Major Factors in Beijing, China , 2008 .

[31]  N. Grimm,et al.  Global Change and the Ecology of Cities , 2008, Science.

[32]  Jeffrey G. Masek,et al.  Impact of Urban Growth on Surface Climate: A Case Study in Oran, Algeria , 2009 .

[33]  Xinjun Wang,et al.  Remote sensing evaluation of urban heat island and its spatial pattern of the Shanghai metropolitan area, China , 2009 .

[34]  Qihao Weng,et al.  Spatial-temporal dynamics of land surface temperature in relation to fractional vegetation cover and land use/cover in the Tabriz urban area, Iran. , 2009 .

[35]  Qihao Weng Thermal infrared remote sensing for urban climate and environmental studies: Methods, applications, and trends , 2009 .

[36]  Jinlou Huang,et al.  Urban climate change: A comprehensive ecological analysis of the thermo-effects of major Chinese cities , 2010 .

[37]  Rita Pongrácz,et al.  Application of remotely sensed thermal information to urban climatology of Central European cities , 2010 .

[38]  L. Bounoua,et al.  Remote sensing of the urban heat island effect across biomes in the continental USA , 2010 .

[39]  Hanqin Tian,et al.  China's land cover and land use change from 1700 to 2005: Estimations from high‐resolution satellite data and historical archives , 2010 .

[40]  F. Haghighat,et al.  Approaches to study Urban Heat Island – Abilities and limitations , 2010 .

[41]  Lin Liu,et al.  Urban Heat Island Analysis Using the Landsat TM Data and ASTER Data: A Case Study in Hong Kong , 2011, Remote. Sens..

[42]  S. Belcher,et al.  Simulations of the London urban heat island , 2011 .

[43]  L. Ying A Multi-agent Model for Urban Form, Transportation Energy Consumption and Environmental Impact Integrated Simulation , 2011 .

[44]  Pcs Devara,et al.  A wavelet-based spectral analysis of long-term time series of optical properties of aerosols obtained by lidar and radiometer measurements over an urban station in Western India , 2012 .

[45]  T. Pei,et al.  Quantitative estimation of urbanization dynamics using time series of DMSP/OLS nighttime light data: A comparative case study from China's cities , 2012 .

[46]  Y. Cui,et al.  Seasonal Variations of the Urban Heat Island at the Surface and the Near-Surface and Reductions due to Urban Vegetation in Mexico City , 2012 .

[47]  Giles M. Foody,et al.  Spatial non-stationarity in the relationships between land cover and surface temperature in an urban heat island and its impacts on thermally sensitive populations , 2012 .

[48]  P. Ciais,et al.  Response to Comment on ``Surface Urban Heat Island Across 419 Global Big Cities'' , 2012 .

[49]  V. Masson,et al.  CO 2 dispersion modelling over Paris region within the CO 2 -MEGAPARIS project , 2012 .

[50]  M. Haeffelin,et al.  Spatio-temporal variability of the atmospheric boundary layer depth over the Paris agglomeration: An assessment of the impact of the urban heat island intensity , 2012 .

[51]  Jorge E. Gonzalez,et al.  Interactions of Global-Warming and Urban Heat Islands in Different Climate-Zones , 2012 .

[52]  Juan Carlos Duque,et al.  A review of regional science applications of satellite remote sensing in urban settings , 2013, Comput. Environ. Urban Syst..

[53]  Bo Huang,et al.  Generating High Spatiotemporal Resolution Land Surface Temperature for Urban Heat Island Monitoring , 2013, IEEE Geoscience and Remote Sensing Letters.

[54]  Weichun Ma,et al.  Analysis of land use/land cover change, population shift, and their effects on spatiotemporal patterns of urban heat islands in metropolitan Shanghai, China , 2013 .