基于NDVI的地表温度时空分析——以古吉拉特邦Vadodara地区为例

Q4 Computer Science
Sharmistha Bhowmik, Bindu Bhatt
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引用次数: 0

摘要

以发展的名义迅速延长LULC是全球变暖的根本原因。地球地形地表温度的增加是由于人为活动的扩大而导致的自然资源的替代。LULC变化的印象反映在地表温度上。为了控制气温上升,制定新的城市化行动计划是最必要的。本文研究了位于维什马米特里河沿岸的瓦多达拉地区地表温度的变化及其时空影响。瓦多达拉是一个干旱地区,有三个主要季节,即夏季、季风季节和冬季。气候特点是夏季炎热,非雨季干燥。五月是最热的月份,而一月是最冷的月份。全区年降雨量475.2毫米。为此,我们利用2001年(季风前)至2021年(季风前)Landsat TM和ETM+卫星多光谱多热影像监测了LULC的评估及其对地表温度的影响。本研究探讨了2001 - 2021年通过NDVI测量的植被覆盖在多大程度上可以检验观测到的地表温度。为了实现这一点,在ArcGIS 10.2和Erdas Imagine 2014等软件的帮助下,使用包含NDVI的光谱指数,对LULC和LST之间的相互关系进行了分析。结果表明,Vadodara的地表温度从2001年(季风前)的58.338°C (Max)和21.9014°C (Min)显著增加到2021年(季风前)的60.844°C (Max)和24.6784°C (Min),即20年来地表温度的最大增幅约为2°C,最小增幅约为3°C。LST与NDVI呈负相关。NDVI值从2001年的0.380711(H)和-0.59322(L)变化到2021年的0.551(H)和-0.351193(L)。此外,SMI对于研究和验证地表温度与NDVI之间的关系具有重要作用。此后,为了验证SMI,我们也进行了计算,发现LST值高、NDVI值低的地方土壤含水量较少,而LST值低、NDVI值高的地方土壤含水量较多。因此,可以得出结论,如果城市规划者和决策者实施适当的土地利用战略,那么通过在裸露的土壤和不透水区域旁种植足够和适当的树木,可以保护地球地形免受城市热量的不利影响,从而也可以控制城市热岛的扩张。此外,在SMI价值的帮助下,它也将有利于农业部门。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatiotemporal analysis of land surface temperature owing to NDVI: A case study of Vadodara District, Gujarat
The expeditious extension of LULC in the name of development is the root cause of global warming. Replacement of natural resources due to the expansion of manmade erections is accountable for the increase in LST of Earth’s topography. The impression of change in LULC is reflected in LST. To seize the rising temperature, the lamentation of a new plan of action for urbanization is of utmost requisite. This paper examines the change in LULC and its spatiotemporal impact on LST in Vadodara, which is situated on the bank of river Vishmamitri river. Vadodara an arid region has three main seasons and these are summer, monsoon, and winter. The climate is characterized by hot summer and dryness in the non-rainy seasons. May is the hottest month while January is the coldest month. The annual rainfall of the district is 475.2 mm. Hence, to analyze we used multi-spectral and multi thermal Landsat TM and ETM+ satellite images to monitor the evaluation of LULC and its impact on LST from 2001(pre-monsoon) to 2021(pre- monsoon). The study explores to what extent observed LST can be examined by vegetation cover measured through NDVI from2001 to 2021. To achieve this an analysis of co-relation is performed between LULC and LST and by using spectral indices comprising NDVI with the help of software like ArcGIS 10.2 and Erdas Imagine 2014. It had been observed that a considerable increase in LST in Vadodara was 58.338°C (Max) and 21.9014°C (Min) in 2001(pre-monsoon) to 60.844 °C (Max) and 24.6784 °C (Min) in 2021(pre-monsoon) which is just about 2°C increase in Max and 3 degrees increase in Min for LST in past 20 years. It was also observed that there is an inverse relationship between LST and NDVI. The value of NDVI is observed that change from 0.380711(H) and -0.59322(L) in 2001 to 0.551(H) to -0.351193(L)in 2021. Moreover, SMI places a vital role to investigate and verify the relation between LST and NDVI. Henceforth, to verify SMI was also calculated and it was noticed that places with high LST value and low NDVI value contained less soil moisture and places with less LST value and high NDVI values contained more soil moisture. Thus, it can be concluded that, if urban planners and decision-makers implement suitable land-use strategies then Earth’s topography can be protected from adverse effects of urban heat by planting adequate and appropriate trees in bare soil and beside the impervious areas, thus the expansion of UHI can also be controlled. Moreover, with the help of SMI values, it will also be beneficial for the agricultural sector.
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测绘地理信息
测绘地理信息 Earth and Planetary Sciences-Earth-Surface Processes
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