Assessment of Urban Heat Islands (UHIs) Using SatelliteDerived Normalized Difference Vegetation Index (NDVI), and Land Surface Temperature (LST) in Three Metropolitan Cities of Nepal

Sm Kandel, B. Gyawali, J. Sandifer, S. Shrestha, S. Upadhaya
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Abstract

Urban Heat Islands (UHIs) are urban areas that are relatively warmer than nearby rural areas due to the presence of infrastructures, such as buildings, roads, and associated development. This study explored the UHIs in Nepal's three largest metropolitan cities, i.e., Pokhara, Bharatpur, and Nepalgunj. Using freely available data, we explored LST dynamics between 2000 and 2019 and how changes in NDVI affect LST and their relationship with UHI. We used the Moderate Resolution Imaging Spectroradiometer (MODIS) 8-day product (MOD11A2) to evaluate LST and the MODIS-derived NDVI 16-day product (MOD13Q1) to quantify land surface characteristics. Using a simple linear regression technique, we explored the relationship between LST and NDVI. The results indicated that LSTs for the urban areas are consistently greater than LSTs for the nearby rural areas, and an inverse relation between LST and NDVI was obtained. The results from Pokhara and Bharatpur showed that increasing LST resulting from declining NDVI is responsible for UHIs. However, the results from Nepalgunj suggested that factors other than NDVI are responsible for variation in LST. These results indicate a need for systematic mapping, planning, and managing open and green areas in large cities. This research also highlights the scope of applying UHI conceptual models to rapidly developing urban areas in different locations of Nepal for better planning and management of open spaces.  
基于卫星反演归一化植被指数(NDVI)和地表温度(LST)的尼泊尔三个大城市城市热岛(UHIs)评估
城市热岛(UHIs)是指由于建筑物、道路和相关开发等基础设施的存在,城市地区比附近的农村地区相对温暖。本研究探讨了尼泊尔三个最大的大都市,即博卡拉、巴拉特普尔和尼泊尔冈的大学卫生系统。利用可免费获得的数据,研究了2000年至2019年的地表温度动态,以及NDVI的变化如何影响地表温度及其与城市热岛的关系。我们使用中分辨率成像光谱仪(MODIS) 8天产品(MOD11A2)来评估地表温度,使用MODIS衍生的NDVI 16天产品(MOD13Q1)来量化地表特征。利用简单的线性回归技术,研究了地表温度与NDVI之间的关系。结果表明,城市地区的地表温度始终大于邻近农村地区的地表温度,地表温度与NDVI呈反比关系。Pokhara和Bharatpur的研究结果表明,NDVI下降导致的LST增加是UHIs的主要原因。然而,Nepalgunj的结果表明,NDVI以外的因素是导致地表温度变化的原因。这些结果表明,需要对大城市的开放和绿地进行系统的测绘、规划和管理。这项研究还强调了将城市热岛概念模型应用于尼泊尔不同地区快速发展的城市地区,以更好地规划和管理开放空间的范围。
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