A study of Urban Heat Island relating "Local Climate Zones" using Landsat Images- The Case of Kathmandu Valley

Deepak Chettri, Kusum Deo, Pukar Regmi
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Abstract

Local Climate Zone (LCZ) classification has been intensively used in classification of urban and rural landscapes in the cities, which includes urban temperature studies. The urban heat island (UHI) in Kathmandu valley (Kathmandu, Bhaktapur, and Lalitpur), has been analyzed and standardized, which mainly focused on the Local Climate Zones (LCZs). The LCZs has distribute the landscape into homogeneous types on the basis of structural type, land surface cover, materials used, and into the anthropogenic activities. Such standardized classification has improved the meaning of urban research and made it easier to compare results among cities around the world. Landsat images, Google Earth, and SAGA-GIS software were used for creating LCZ map for Kathmandu for both March 2013 and March 2019 Landsat 8 TM/ETM+/OLI imagery was used to estimate land surface temperature (LST) For the estimation of LST world urban database and access portal tools (WUDAPT) algorithm was used considering emissivity. The result thus shows that the difference within the built-up scheme is around 2-4 °C whereas the difference between Building and Land cover types on the comparison is around 5-10°C. The disparity in building the land cover types shows that the UHI impact is present in the Kathmandu valley.
利用陆地卫星图像研究与“局部气候带”相关的城市热岛——以加德满都谷地为例
局部气候带(Local Climate Zone, LCZ)分类已被广泛应用于城市的城乡景观分类,其中包括城市温度的研究。对加德满都谷地(加德满都、巴克塔普尔和拉利特普尔)的城市热岛(UHI)进行了分析和标准化,主要集中在局地气候带(lcz)上。在结构类型、地表覆盖、物质利用和人为活动的基础上,lccs将景观划分为均匀的类型。这种标准化的分类提高了城市研究的意义,使世界各地城市之间的结果比较更加容易。在2013年3月和2019年3月,利用Landsat图像、Google Earth和SAGA-GIS软件创建加德满都LCZ地图,利用Landsat 8 TM/ETM+/OLI图像估算地表温度(LST)。在估算地表温度时,使用了考虑发射率的算法。因此,结果表明,建筑方案内的差异约为2-4°C,而建筑和土地覆盖类型之间的差异约为5-10°C。建立土地覆盖类型的差异表明,热岛影响存在于加德满都谷地。
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