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Mapping and Analyzing the Park Cooling Effect on Urban Heat Island in an Expanding City: A Case Study in Zhengzhou City, China

机译:拓展城市热岛公园冷却效果的绘图及分析 - 以郑州市为例

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摘要

The Urban Heat Island (UHI) effect has been extensively studied as a global issue. The urbanization process has been proved to be the main reason for this phenomenon. Over the past 20 years, the built-up area of Zhengzhou city has grown five times larger, and the UHI effect has become increasingly pressing for the city’s inhabitants. Therefore, mitigating the UHI effect is an important research focus of the expanding capital city of the Henan province. In this study, the Landsat 8 image of July 2019 was selected from Landsat collection to obtain Land Surface Temperature (LST) by using Radiative Transfer Equation (RTE) method, and present land cover information by using spectral indices. Additionally, high-resolution Google Earth images were used to select 123 parks, grouped in five categories, to explore the impact factors on park cooling effect. Park Cooling Intensity (PCI) has been chosen as an indicator of the park cooling effect which will quantify its relation to park patch metrics. The results show that: (1) Among the five studied park types, the theme park category has the largest cooling effect while the linear park category has the lowest cooling effect; (2) The mean park LST and PCI of the samples are positively correlated with the Fractional Vegetation Cover (FVC) and with Normalized Difference Water Index (NDWI), but these are negatively correlated with the Normalized Difference Impervious Surface Index (NDISI). We can suppose that the increase of vegetation cover rate within water areas as well as the decrease of impervious surface in landscape planning and design will make future parks colder. (3) There is a correlation between the PCI and the park characteristics. The UHI effect could be mitigated by increasing of park size and reducing park fractal dimension (Frac_Dim) and perimeter-area ratio (Patario). (4) The PCI is influenced by the park itself and its surrounding area. These results will provide an important reference for future urban planning and urban park design to mitigate the urban heat island effect.
机译:城市热岛(UHI)效应已被广泛研究作为全球问题。已经证明了城市化进程是这种现象的主要原因。在过去的20年里,郑州市的建筑面积增长了五倍,而Uhi效果越来越迫切需要城市的居民。因此,减轻了UHI效应是河南省扩大的资本城市的重要研究重点。在这项研究中,2019年7月的Landsat 8图像选自Landsat Collection,通过使用辐射传输方程(RTE)方法来获得陆地表面温度(LST),并通过使用光谱索引目前的土地覆盖信息。此外,高分辨率的Google接地图像用于选择123个公园,分组为五个类别,探讨了公园冷却效果的影响因素。 Park Cuting强度(PCI)被选为公园冷却效果的指标,这将量化其与Park补丁度量的关系。结果表明:(1)五学习的公园类型中,主题公园类别具有最大的冷却效果,而线性公园类别具有最低的冷却效果; (2)样品的平均公园LST和PCI与分数植被覆盖(FVC)和归一化差水指数(NDWI)呈正相关,但是与归一化差异不透水表面指数(NDISI)负相关。我们可以假设水域内植被覆盖率的增加以及景观规划和设计中的不透水表面的降低将使未来的公园更冷。 (3)PCI与公园特征之间存在相关性。可以通过增加公园尺寸和降低公园分形尺寸(FRAC_DIM)和周边区域比(PATARIO)来缓解UHI效应。 (4)PCI受公园本身及其周边地区的影响。这些结果将为未来城市规划和城市公园设计提供重要参考,以减轻城市热岛效果。

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