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Urban Heat Island Analysis Using the Landsat 8 Satellite Data: A Case Study in Skopje, Macedonia

机译:利用Landsat 8卫星数据进行城市热岛分析:以马其顿斯科普里为例

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An urban heat island (UHI) is an urban area that is significantly warmer than its surrounding rural areas due to antropogenic activities. The urban area of the city of Skopje has been rising rapidly in the past decade. In this study, the effect of UHI is analyzed using Landsat 8 data in the summer period of 2013a??2017 as a case study in Skopje, Macedonia. An algorithm was applied to retrieve the land surface temperature (LST) distribution from the Landsat 8 data. In addition, the correlation between land surface temperature and the normalized difference vegetation index (NDVI) and the normalized difference build-up index (NDBI) were analyzed to explore the impacts of the green areas and the build-up land on the urban heat island. The results indicate that the effect of the urban heat island in Skopje is located in many sub-urban areas. The negative correlation between LST and NDVI indicates that the green area can weaken the effect on the urban heat island, while the positive correlation between LST and NDBI means that the built-up land can strengthen the effect of the urban heat island in the study area.
机译:都市热岛(UHI)是一个城市,由于发生了人类活动,因此比周围的农村地区温暖得多。在过去的十年中,斯科普里市的市区面积迅速增长。在本研究中,以马其顿斯科普里为例,使用2013a-2017年夏季的Landsat 8数据分析了UHI的影响。应用了一种算法从Landsat 8数据中检索地表温度(LST)分布。此外,还分析了地表温度与归一化植被指数(NDVI)和归一化差异累积指数(NDBI)之间的相关性,以探讨绿化区和已建成土地对城市热岛的影响。结果表明,斯科普里城市热岛的影响位于许多郊区地区。 LST与NDVI之间的负相关表明绿色区域可以减弱对城市热岛的影响,而LST与NDBI之间的正相关意味着建成区可以在研究区域内增强城市热岛的影响。 。

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