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A satellite image-based analysis of factors contributing to the green-space cool island intensity on a city scale

机译:基于卫星图像的城市规模中影响绿色空间凉岛强度的因素分析

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摘要

Urban green spaces provide cooler microclimates and create localized urban cool islands and, as part of an adaption strategy to cope with future urban climate change, have been proposed as a means to mitigate the urban heat island effect. Numerous previous research papers have discussed green-space size, type, and vegetation density, as well as many other factors that might influence green-space cooling effects. However, little has been done with regard to exploring and quantifying the characteristics of the green-space cool island (UCI). It is also largely unknown whether or how the patterns of green space and land use, as well as the adjacent urban thermal environment, affect UCIs. In this paper, based on the satellite image, the land surface temperature (LST) was retrieved and the UCI was first identified, then the UCI intensity, one of the UCI characteristics, is defined and at last multiple linear regression models used to explore and quantify the combined effects of factors related to UCI intensity. The results show that the intensity differed between UCIs, and that it was correlated significantly with the extent of and mean temperature reduction associated with a UCI. Multiple linear regression analysis shows that UCI intensity was affected by areas of forest vegetation and its spatial arrangements, as well as by the composition of the cool island and its neighboring thermal environment. The study validated the suitability of using intensity as an indicator of the UCI. Identifying the UCI as a result of the green-space cooling effect, will help in the management and planning of the spatial arrangement of green spaces in cities to mitigate the effects of the urban heat environment and help cities adapt to the climate change.
机译:城市绿地提供了凉爽的小气候,并创造了局部的城市凉爽岛屿,作为应对未来城市气候变化的适应战略的一部分,有人提出将其作为缓解城市热岛效应的一种手段。先前的许多研究论文都讨论了绿地的大小,类型和植被密度,以及许多其他可能影响绿地降温效果的因素。但是,在探索和量化绿色空间酷岛(UCI)的特征方面所做的工作很少。绿地和土地的使用方式以及邻近的城市热环境是否会影响UCI,或者是否会如何影响UCI,在很大程度上还是未知的。本文基于卫星图像,检索了地表温度(LST),首先确定了UCI,然后定义了UCI特征之一的UCI强度,最后使用多元线性回归模型来探索和评估UCI。量化与UCI强度有关的因素的综合影响。结果表明,UCI之间的强度不同,并且强度与UCI相关的程度和平均温度降低显着相关。多元线性回归分析表明,UCI强度受森林植被面积及其空间布局,以及冷岛及其邻近热环境组成的影响。该研究证实了使用强度作为UCI指标的适用性。识别由于绿色空间冷却效应而导致的UCI,将有助于管理和规划城市绿色空间的空间布局,以减轻城市热环境的影响并帮助城市适应气候变化。

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