Polycentric urban development and urban thermal environment: A case of Hangzhou, China

Adachi, 2014, Moderation of summertime heat island phenomena via modification of the urban form in the Tokyo metropolitan area, Journal of Applied Meteorology and Climatology, 53, 1886, 10.1175/JAMC-D-13-0194.1 Anselin, 1995, Local indicators of spatial association—LISA, Geographical analysis, 27, 93, 10.1111/j.1538-4632.1995.tb00338.x Anselin, L., Syabri, I., & Smirnov, O. (2002). Visualizing multivariate spatial correlation with dynamically linked windows. Paper presented at the Proceedings, CSISS Workshop on New Tools for Spatial Data Analysis, Santa Barbara, CA. Artis, 1982, Survey of emissivity variability in thermography of urban areas, Remote Sensing of Environment, 12, 313, 10.1016/0034-4257(82)90043-8 Baatz, 2004 Burgalassi, 2015, Urban spatial structure and environmental emissions: A survey of the literature and some empirical evidence for Italian NUTS 3 regions, Cities, 49, 134, 10.1016/j.cities.2015.07.008 Burger, 2012, Form follows function? Linking morphological and functional polycentricity, Urban Studies, 49, 1127, 10.1177/0042098011407095 Chander, 2009, Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors, Remote Sensing of Environment, 113, 893, 10.1016/j.rse.2009.01.007 Chapman, 2017, The impact of urbanization and climate change on urban temperatures: A systematic review, Landscape Ecology, 32, 1921, 10.1007/s10980-017-0561-4 Chen, 2017 Debbage, 2015, The urban heat island effect and city contiguity, Computers, Environment and Urban Systems, 54, 181, 10.1016/j.compenvurbsys.2015.08.002 Dong, 2017, Global anthropogenic heat flux database with high spatial resolution, Atmospheric Environment, 150, 276, 10.1016/j.atmosenv.2016.11.040 Emmanuel, 2007, Urban heat islands in humid and arid climates: Role of urban form and thermal properties in Colombo, Sri Lanka and Phoenix, USA, Climate Research, 34, 241, 10.3354/cr00694 Environmental Systems Research Institute, 2013 Ewing, 2008, The impact of urban form on U.S. residential energy use, Housing Policy Debate, 19, 1, 10.1080/10511482.2008.9521624 Ewing, 2008, Characteristics, causes, and effects of sprawl: A literature review, 519 Frenkel, 2008, Measuring urban sprawl: How can we deal with it?, Environment and Planning B: Planning and Design, 35, 56, 10.1068/b32155 Fujita, 1982, Multiple equilibria and structural transition of non-monocentric urban configurations, Regional Science & Urban Economics, 12, 161, 10.1016/0166-0462(82)90031-X Galster, 2001, Wrestling sprawl to the ground: Defining and measuring an elusive concept, Housing Policy Debate, 12, 681, 10.1080/10511482.2001.9521426 Gordon, 1996, Beyond polycentricity: The dispersed metropolis, Los Angeles, 1970–1990, Journal of the American Planning Association, 62, 289, 10.1080/01944369608975695 Gu, 2018, A modeling study of the sensitivity of urban heat islands to precipitation at climate scales, Urban Climate, 24, 982, 10.1016/j.uclim.2017.12.001 Guo, 2015, Impacts of urban biophysical composition on land surface temperature in urban heat island clusters, Landscape and Urban Planning, 135, 1, 10.1016/j.landurbplan.2014.11.007 Guo, 2017, Improving fractional impervious surface mapping performance through combination of DMSP-OLS and MODIS NDVI data, Remote Sensing, 9, 375, 10.3390/rs9040375 Hajrasouliha, 2017, The typology of the American metropolis: Monocentricity, polycentricity, or generalized dispersion?, Urban Geography, 38, 420, 10.1080/02723638.2016.1165386 Hall, 2006 Hangzhou Statistical Bureau, 2017 Henderson, 1996, The new urban landscape: Developers and edge cities, Regional Science & Urban Economics, 26, 613, 10.1016/S0166-0462(96)02136-9 Hsu, 2015, DMSP-OLS radiance calibrated nighttime lights time series with intercalibration, Remote Sensing, 7, 1855, 10.3390/rs70201855 Leslie, 2010, Identification and differentiation of urban centers in Phoenix through a multi-criteria kernel-density approach, International Regional Science Review, 33, 205, 10.1177/0160017610365538 Li, 2011, Impacts of landscape structure on surface urban heat islands: A case study of Shanghai, China, Remote Sensing of Environment, 115, 3249, 10.1016/j.rse.2011.07.008 Li, 2014, Urban expansion and thermal environment changes in Hangzhou City of East China, Remote Sensing Technology and Application, 29, 264 Lin, 2018, Urbanization effect on spatiotemporal thermal patterns and changes in Hangzhou (China), Building and Environment, 145, 166, 10.1016/j.buildenv.2018.09.020 Liu, 2017, Polycentric urban development in China: A multi-scale analysis, Environment and Planning B: Urban Analytics and City Science, 1 Liu, 2011, Spatial determinants of urban land conversion in large Chinese cities: A case of Hangzhou, Environment and Planning B: Planning and Design, 38, 706, 10.1068/b37009 Liu, 2012, Extracting the dynamics of urban expansion in China using DMSP-OLS nighttime light data from 1992 to 2008, Landscape and Urban Planning, 106, 62, 10.1016/j.landurbplan.2012.02.013 Markham, 1985, Spectral characterization of the landsat thematic mapper sensors, International Journal of Remote Sensing, 6, 697, 10.1080/01431168508948492 Martilli, 2014, An idealized study of city structure, urban climate, energy consumption, and air quality, Urban Climate, 10, 430, 10.1016/j.uclim.2014.03.003 McGarigal, 2013 McMillen, 2001, Nonparametric employment subcenter identification, Journal of Urban Economics, 50, 448, 10.1006/juec.2001.2228 Oke, 1982, The Energenic basis of the urban heat-island, Quarterly Journal of the Royal Meteorological Society, 108, 1 Peng, 2016, Urban thermal environment dynamics and associated landscape pattern factors: A case study in the Beijing metropolitan region, Remote Sensing of Environment, 173, 145, 10.1016/j.rse.2015.11.027 Qin, 2004, The estimation of land surface emissivity for Landsat TM6, Remote Sensing for Land & Resources, 16, 28 Roth, 2011, Structure of urban movements: Polycentric activity and entangled hierarchical flows, PLoS One, 6, 10.1371/journal.pone.0015923 Schwarz, 2014, Analyzing the influence of urban forms on surface urban heat islands in Europe, Journal of Urban Planning and Development, 141, A4014003, 10.1061/(ASCE)UP.1943-5444.0000263 Small, 2013, Night on Earth: Mapping decadal changes of anthropogenic night light in Asia, International Journal of Applied Earth Observations & Geoinformation, 22, 40, 10.1016/j.jag.2012.02.009 Song, 2014, The relationships between landscape compositions and land surface temperature: Quantifying their resolution sensitivity with spatial regression models, Landscape and Urban Planning, 123, 145, 10.1016/j.landurbplan.2013.11.014 Sorensen, 2001, Subcentres and satellite cities: Tokyo's 20th century experience of planned polycentrism, International Planning Studies, 6, 9, 10.1080/13563470120026505 Stone, 2010, Urban form and extreme heat events: Are sprawling cities more vulnerable to climate change than compact cities?, Environmental Health Perspectives, 118, 1425, 10.1289/ehp.0901879 Stone, 2001, Urban form and thermal efficiency: How the design of cities influences the urban heat island effect, Journal of the American Planning Association, 67, 186, 10.1080/01944360108976228 Sweet, 2017, Are major Canadian city-regions monocentric, polycentric, or dispersed?, Urban Geography, 38, 445, 10.1080/02723638.2016.1200279 Taubenböck, 2017, Measuring morphological polycentricity – A comparative analysis of urban mass concentrations using remote sensing data, Computers, Environment and Urban Systems, 64, 42, 10.1016/j.compenvurbsys.2017.01.005 Tian, 2007, Optimization in multi-scale segmentation of high-resolution satellite images for artificial feature recognition, International Journal of Remote Sensing, 28, 4625, 10.1080/01431160701241746 Trimble. (2014). eCognition Developer 9.0.1 reference book. Voogt, 2003, Thermal remote sensing of urban climates, Remote Sensing of Environment, 86, 370, 10.1016/S0034-4257(03)00079-8 Weng, 2003, Fractal analysis of satellite-detected urban heat island effect, Photogrammetric Engineering & Remote Sensing, 69, 555, 10.14358/PERS.69.5.555 Wilt, 2018, A space time analysis evaluating the impact of hurricane sandy on HIV testing rates, International Journal of Disaster Risk Reduction, 28, 839, 10.1016/j.ijdrr.2018.04.003 Wu, 2012, Land use dynamics, built-up land expansion patterns, and driving forces analysis of the fast-growing Hangzhou metropolitan area, eastern China (1978–2008), Applied Geography, 34, 137, 10.1016/j.apgeog.2011.11.006 Xiao, 2014, Detecting China's urban expansion over the past three decades using nighttime light data, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 7, 4095, 10.1109/JSTARS.2014.2302855 Yang, 2012, Measuring the structure of US metropolitan areas, 1970–2000: Spatial statistical metrics and an application to commuting behavior, Journal of the American Planning Association, 78, 197, 10.1080/01944363.2012.677382 Yang, 2016, Contrasting impacts of urban forms on the future thermal environment: Example of Beijing metropolitan area, Environmental Research Letters, 11, 10.1088/1748-9326/11/3/034018 Yue, 2016, Assessment on heat island effect based on urban regulatory planning, Chinese Journal of Applied Ecology, 27, 3631 Yue, 2010, Polycentric urban development: The case of Hangzhou, Environment and Planning A, 42, 563, 10.1068/a42116 Yue, 2013, Measuring urban sprawl and its drivers in large Chinese cities: The case of Hangzhou, Land Use Policy, 31, 358, 10.1016/j.landusepol.2012.07.018 Yue, 2012, Assessing spatial pattern of urban thermal environment in Shanghai, China, Stochastic Environmental Research and Risk Assessment, 26, 899, 10.1007/s00477-012-0638-1 Yue, 2016, Measuring sprawl in large Chinese cities along the Yangtze River via combined single and multidimensional metrics, Habitat International, 57, 43, 10.1016/j.habitatint.2016.06.009 Zhang, 2018, Suburban industrial land development in transitional China: Spatial restructuring and determinants, Cities, 78, 96, 10.1016/j.cities.2018.02.001 Zhang, 2018, On the spatial relationship between ecosystem services and urbanization: A case study in Wuhan, China, Science of The Total Environment, 637–638, 780, 10.1016/j.scitotenv.2018.04.396 Zheng, 2018, Monitoring the trajectory of urban nighttime light hotspots using a Gaussian volume model, International Journal of Applied Earth Observation and Geoinformation, 65, 24, 10.1016/j.jag.2017.09.015 Zhou, 2017, The role of city size and urban form in the surface urban heat island, Scientific Reports, 7, 4791, 10.1038/s41598-017-04242-2 Zhou, 2011, Does spatial configuration matter? Understanding the effects of land cover pattern on land surface temperature in urban landscapes, Landscape and Urban Planning, 102, 54, 10.1016/j.landurbplan.2011.03.009