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Urban Informal Housing and Surface Urban Heat Island Intensity: Exploring Spatial Association in the City of Mumbai

机译:城市非正式住房和地表城市热岛强度:探索孟买市的空间协会

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摘要

Urbanization leads to the densification of built-up areas, and thereby increases surface heat island intensity which is one of the growing concerns in the rapidly urbanizing cities. Another notable aspect of cities like Mumbai is the uncontrolled growth of informal slum housing clusters, which have emerged as a significant urban built form in the landscape of cities. This study presents a case of Mumbai that aims to explore the linkages between slum housing—here referred as ‘slum urban form’ (SUF)—and surface urban heat island (SUHI) supported by spatial-statistical analysis. The magnitude of the impact of urban form on SUHI, measured by land surface temperature (LST), is examined using Cohen’s d index, which measures the effect size for two groups—SUF and ‘formal’ housing—on LST. The results confirm a ‘large’ effect indicating a significant difference in mean LST between the two groups. The spatial analysis reveals a statistically significant spatial clustering of LST and SUF ( p -value < 0.05), and bivariate local indicator of spatial association (LISA) confirms that the spatial association of SUF is surrounded by ‘high’ LST (Moran I: 0.49). The exploratory spatial analysis indicates that the contribution of SUF in elevating SUHI intensity is more than the formal housing areas and has increased vulnerability to heat stress. The results were validated on the ground using environmental sensors, which confirms the susceptibility of SUF to heat stress.
机译:城市化导致建成区的致密化,从而增加了地表热岛强度,这是快速城市化城市中日益关注的问题之一。孟买等城市的另一个值得注意的方面是非正式贫民窟房屋群的不受控制的增长,这些贫民窟房屋群已成为城市景观中一种重要的城市建筑形式。这项研究提出了一个孟买的案例,该案例旨在探讨贫民窟房屋(这里称为“贫民窟城市形态”(SUF))与表面空间热岛(SUHI)之间的联系,并进行空间统计分析。使用Cohen的d检验了以地表温度(LST)衡量的城市形态对SUHI的影响程度,该指数衡量了SUF和“正式”住房对LST的影响大小。结果证实了“大”效应,表明两组之间的平均LST有显着差异。空间分析显示LST和SUF具有统计学意义的空间聚类(p值<0.05),并且空间关联的双变量局部指标(LISA)确认SUF的空间关联被'高'LST包围(Moran I:0.49 )。探索性空间分析表明,SUF在提高SUHI强度方面的贡献超过了正式的住房面积,并增加了对热应力的脆弱性。使用环境传感器在地面上对结果进行了验证,这证实了SUF对热应力的敏感性。

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