Multi-approach synergic investigation between land surface temperature and land-use land-cover

被引:20
|
作者
Saha, Prasenjit [1 ]
Bandopadhyay, Subhajit [2 ]
Kumar, Chandan [3 ]
Mitra, Chandana [4 ]
机构
[1] NATMO, Kolkata, India
[2] Poznan Univ Life Sci, Fac Environm Engn & Spatial Management, Dept Ecol & Environm Protect, Lab Bioclimatol, Poznan, Poland
[3] Michigan Technol Univ, Dept Geol & Min Engn & Sci, Houghton, MI 49931 USA
[4] Auburn Univ, Dept Geosci, Auburn, AL 36849 USA
关键词
Land-use land-cover (LULC); land surface temperature (LST); urban heat island (UHI); Landsat; built-up clusters; India; URBAN HEAT-ISLAND; IMAGE CLASSIFICATION; KOLKATA; GIS; ENVIRONMENT; GROWTH; AREA; TM; REFLECTANCE; EMISSIVITY;
D O I
10.1007/s12040-020-1342-z
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Rapid urban expansion and associated land-use land-cover (LULC) change in India have emerged as a serious environmental threat that accelerates the impacts of urban heat island intensity (UHII). Three independent investigations have been conducted in this study using a series of Landsat data. The objectives of this work are: (1) To predict the near-future LULC scenario using an integrated model; (2) To understand the connection between band mean for particular LULC class with LST; (3) To analyze the temporal relationship between different types of built-up clusters and LST. The LULC and LST maps reveal that LST increases from 27.01 degrees to 33.86 degrees C, whereas built-up areas rise from 6.93% to 27.10% during 1988-2018, respectively. We observed that the near-future LULC scenario of KMA shows a huge expansion of built-up areas paid by decreased vegetation and open spaces. A clear significant correlation has been found between band mean and LST in all three Landsat sensors with the R-2 = 0.84; p<0.02 for Landsat 5 TM, R-2 = 0.91 and 0.99; p<0.01 and 0.00 for Landsat 7 ETM+, and R-2 = 0.88; p<0.01 for Landsat 8 OLI in connection to our second objective. However, no agreement has been found between different built-up clusters and LST over 30 years of observation. For the first time, this study established the interconnectivity between bands of Landsat sensors and LST. The temporal relationship between different built-up clusters and LST have reviled also for the first time. Beside this, the rising rate of built-up areas was observed by the integrated model. Such alarming condition demands immediate attention to sustainable, and scientific land use regulations under new urbanism policy.
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页数:21
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