基于landsat 8卫星影像的新西伯利亚夏季地表城市热岛估算

Timur F. Gazimov, I. Kuzhevskaya
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引用次数: 0

摘要

城市热岛是当城市地区的温度高于农村地区时发生的一种现象。城市热岛的形成对城市居民的健康和城市生态产生了负面影响。我们使用两类指标评估了2018年至2020年夏季新西伯利亚市地表城市热岛(UHISurf)的强度——仅基于温度差异的指标(uhi驱动)和包括土地覆盖类型数据的指标(土地覆盖驱动)。来自Landsat 8的数据被用来获取陆地表面温度的信息。根据选择的方法,取波段4、波段5和波段10计算地表温度。选择卫星数据的一个先决条件是研究区域没有云层覆盖。本文选取了9个直径为1 km的缓冲区,每个缓冲区围绕水文台站网地面气象观测点。研究结果表明,新西伯利亚在研究期间存在稳定的地表城市热岛。在所有地表城市热岛强度指标中,距离指标的最大值为23.0°C。在一些情况下,还获得了负强度值(高达- 1.6°C),这与相对于城市地表的农田加热较大有关。计算结果表明,UHISurf强度值取决于计算方法的选择。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
ESTIMATION OF SUMMER SURFACE URBAN HEAT ISLAND OF NOVOSIBIRSK FROM LANDSAT 8 SATELLITE IMAGES
An urban heat island is a phenomenon which occurs when the temperature in urban areas is higher than that in their rural surroundings. The formation of an urban heat island has a negative impact on the health of urban dwellers and the ecology of the city. We assessed the intensity of the surface urban heat island (UHISurf) in the city of Novosibirsk during the summer period from 2018 to 2020 using two categories of indicators – those based solely on differences in temperature (UHI-driven) and those including land cover type data (land-cover-driven). Data from the Landsat 8 were used to obtain information on land surface temperature. In accordance with the chosen methodology, bands 4, 5 and 10 were taken to calculate the land surface temperature. A prerequisite for satellite data selection was the absence of cloud cover over the study area. In this paper, nine buffers with a diameter of 1 km were selected, each around ground-based meteorological observation points at the Roshydromet network of stations. The results obtained indicate the presence of a stable surface urban heat island in Novosibirsk during the study period. The maximum value among all surface urban heat island intensity indicators was 23,0°C for the range indicator. Negative intensity values (up to –1,6°C) were also obtained for several cases, which is associated with a larger heating of croplands relative to urban surfaces. It is concluded that UHISurf intensity values depend on the choice of the calculation approach.
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