Tali Javaid Ahmad, Ganaie Tariq Ahmad, Naikoo Mohd Waseem
Department of Geography, Government Degree College, Tral, Jammu and Kashmir, 192123, India.
Department of Geography, Government Degree College, Ganderbal Kashmir, Jammu and Kashmir, Ganderbal, 191201, India.
Environ Sci Pollut Res Int. 2023 Apr;30(17):51191-51205. doi: 10.1007/s11356-023-25875-z. Epub 2023 Feb 20.
The rapidly growing urbanization and the consequent land use/land cover (LULC) changes have resulted in unsustainable growth of cities in Indian subcontinent especially in Himalayan region which are highly sensitivity to condition like climate change. Using multi-temporal and multi-spectral satellite datasets, this study analyzes the impact of LULC changes on land surface temperature (LST) in the Himalayan city of Srinagar from 1992 to 2020. For LULC classification, the maximum likelihood classifier technique was utilized, and to extract LST from Landsat 5 (TM) and Landsat 8 (TM) (OLI), spectral radiance was employed. The results show that, among various LULC classes, built-up area has seen a maximum increase of 14% while agriculture has decreased by about 21%. On the whole, Srinagar city has witnessed an increase in LST by 4.5 °C with maximum increase of 5.35 °C especially over marshes and a minimum increase of 4 °C on agriculture landscape. Other LULC categories of built-up, water bodies, and plantation saw an increase in LST by 4.19 °C, 4.47 °C, and 5.07 °C, respectively. The transformation of marshes into built-up saw a maximum increase in LST by 7.18 °C followed by water body to built-up (6.96 °C) and water body to agriculture (6.18 °C) while minimum increase was seen in the conversion of agriculture to marshes by about 2.42 °C followed by agriculture to plantation (3.84 °C) and plantation to marshes (3.86 °C). The findings may be useful to urban planners and policymakers in terms of land use planning and city thermal environment control.
快速发展的城市化以及随之而来的土地利用/土地覆盖(LULC)变化,导致印度次大陆城市的不可持续增长,尤其是在对气候变化等状况高度敏感的喜马拉雅地区。本研究利用多时相和多光谱卫星数据集,分析了1992年至2020年期间LULC变化对喜马拉雅城市斯利那加地表温度(LST)的影响。对于LULC分类,采用了最大似然分类器技术,并且为了从陆地卫星5(TM)和陆地卫星8(TM)(OLI)中提取LST,使用了光谱辐射率。结果表明,在各种LULC类别中,建成区面积最大增加了14%,而农业面积减少了约21%。总体而言,斯利那加市的LST升高了4.5℃,其中在沼泽地上升高最多,为5.35℃,在农业景观上升高最少,为4℃。建成区、水体和种植园等其他LULC类别,LST分别升高了4.19℃、4.47℃和5.07℃。沼泽地转变为建成区时LST升高最多,为7.18℃,其次是水体转变为建成区(6.96℃)和水体转变为农业区(6.18℃),而农业转变为沼泽地时LST升高最少,约为2.42℃,其次是农业转变为种植园(3.84℃)和种植园转变为沼泽地(3.86℃)。这些研究结果对于城市规划者和政策制定者在土地利用规划和城市热环境控制方面可能是有用的。