2019
DOI: 10.3390/su11072032
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Assessing the Heat Vulnerability of Different Local Climate Zones in the Old Areas of a Chinese Megacity

Abstract: Frequent and extreme heat waves have strongly influenced the sustainable development of cities and resulted in a higher level of mortality in residents. Using the Local Climate Zone (LCZ) classification scheme, combined with the factors of land surface temperature (LST), building age (BA), and housing price (HP), and the normalized values of which represent heat exposure, sensitivity, and adaptability, respectively, this paper investigates a practical method for assessing the heat vulnerability of different LC… Show more

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Cited by 39 publications
(18 citation statements)
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“…(2) For the grid unit, the appropriate grid size can be determined by the following strategies: (i) Based on empirical knowledge. This method has been widely used to determine the grid size (Agathangelidis et al, 2019;Cai et al, 2019;GeletiÄŤ et al, 2019Mitraka et al, 2015;Shi et al, 2018;Wang et al, 2018b;Yang et al, 2020c). For example, Geletic & chose 100 m as the spatial unit size for three medium-sized cities (Brno, Hradec KrálovĂ©, and Olomouc) in Czech Republic, because on this scale the physical properties of the environment significantly affect local air temperature.…”
Section: Classification Algorithmsmentioning
confidence: 99%
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“…(2) For the grid unit, the appropriate grid size can be determined by the following strategies: (i) Based on empirical knowledge. This method has been widely used to determine the grid size (Agathangelidis et al, 2019;Cai et al, 2019;GeletiÄŤ et al, 2019Mitraka et al, 2015;Shi et al, 2018;Wang et al, 2018b;Yang et al, 2020c). For example, Geletic & chose 100 m as the spatial unit size for three medium-sized cities (Brno, Hradec KrálovĂ©, and Olomouc) in Czech Republic, because on this scale the physical properties of the environment significantly affect local air temperature.…”
Section: Classification Algorithmsmentioning
confidence: 99%
“…The direct way to determine LCZ classes is to match the calculated values of LCZ parameters with their reference ranges. This method has been most widely used to distinguish LCZs based on the LCZ parameters provided by Stewart & Oke (2012) or custom parameters (Agathangelidis et al, 2019;Bartesaghi Koc et al, 2018, 2017Cai et al, 2019;Emmanuel & Loconsole, 2015;Jin et al, 2020;Leconte et al, 2017Leconte et al, , 2015Mandelmilch et al, 2020;Mitraka et al, 2015;Nassar et al, 2016;Ndetto & Matzarakis, 2015;Perera & Emmanuel, 2018;Shi et al, 2018;Thomas et al, 2014;Villadiego & Velay-Dabat, 2014;Wang et al, 2018b;Zheng et al, 2018). In addition, some studies have used other methods to determine LCZ types, such as the score assignment method (Lelovics et al, 2014;Unger et al, 2014), the decision-making algorithm (Chen et al, 2020b;Quan, 2019;Zhao et al, 2019a), the multi-dimensional linear interpolation method (Quan et al, 2017), the Naive Bayes algorithm (Hammerberg et al, 2018), the random forest algorithm (Hu et al, 2019), and the k-means method (Hidalgo et al, 2019;Kwok et al, 2019;Zhan et al, 2018).…”
Section: Classification Rulesmentioning
confidence: 99%
“…In the last years, the scientific research linked to human health and wellbeing of populations in urban and industrialized areas mainly focused on two issues: climate change and air quality [1][2][3][4][5][6][7][8][9][10]. Climate change affects human wellbeing through many related events: increased frequency and intensity of heat waves and cold waves, changing precipitation intensity, and increased devastating weather events, such as hurricanes, tornadoes, floods and droughts, cold-related mortality, and heat-related mortality [11][12][13][14][15][16][17].…”
Section: Introductionmentioning
confidence: 99%
“…The LCZ classification has become a methodological tool for the analysis of UHI and the causes of UHI intensity [5,19,20]. Thus, the LCZ classification scheme can be used as a basis for heat exposure analysis in the urban area [21,22]. Currently, the World Urban Database and Access Portal (WUDAPT) is the most widely used method for LCZ mapping of cities around the world.…”
Section: Introductionmentioning
confidence: 99%