Urban sprawl impact assessment on the land surface temperature over the green capital of Gujarat using a geospatial approach

被引:2
作者
Kalyan, Sandeep [1 ]
Pathak, Bhawana [1 ]
机构
[1] Cent Univ Gujarat, Sch Environm & Sustainable Dev, Gandhinagar 382030, India
关键词
Land use land cover; Land surface temperature; Normalized Difference Vegetation Index; Urbanization; Landsat; USE/LAND-COVER CHANGE; LULC CHANGES; SATELLITE IMAGES; DYNAMICS; GUANGZHOU; MODELS; ALBEDO; REGION; AREA;
D O I
10.1007/s10661-024-13038-7
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In developing countries, examining land use land cover (LULC) change pattern is crucial to understanding the land surface temperature (LST) effect as urban development lacks coherent policy planning. The variability in LST is often determined by continuously changing LULC patterns. In this study, LULC change effect analysis on LST has been carried out using geometric and radiometric corrected thermal bands of multi-spectral Landsat 7 ETM + and 8 TIRS/OLI satellite imagery over Gandhinagar, Gujarat, in the years 2001 and 2022, respectively. Maximum likelihood classification (MLC) was applied to assess LULC change while an NDVI-based single-channel algorithm was used to retrieve LST using Google Earth Engine (GEE). Results showed a substantial change in built-up (+ 347.08%), barren land (- 50.74%), and vegetation (- 31.66%). With the change in LULC and impervious surfaces, the mean LST has increased by 5.47 degree celsius. The impact of sparse built-up was seen on vegetation and agriculture as a maximum temperature of > 47 degree celsius was noticed in all LULC classes except agriculture, where the temperature reached as high as > 49 degree celsius in 2022. Since Gandhinagar is developing a twin-city plan with Ahmedabad, this study could be used as a scientific basis for sustainable urban planning to overcome dynamic LULC change and LST impacts.
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页数:20
相关论文
共 111 条
[1]   Environmental Analysis of Land Use and Land Change of Najran City: GIS and Remote Sensing [J].
Aal, Ahmed K. Abd El ;
Kamel, Mostafa ;
Alyami, Saleh H. .
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2020, 45 (10) :8803-8816
[2]  
Ahmed A., 2012, Applied Mathematical Sciences, V6, P6425, DOI 10.1109/ICCSCE.2012.6487156
[3]  
Al-Doski J., 2013, Journal of Environment and Earth Science, V3, P141
[4]  
Anderson J.R., 1976, A Land Use and Land Cover Classification System For Use With Remote Sensor Data, DOI 10.3133/pp964
[5]  
[Anonymous], 2010, World Urbanization Prospects: The 2009 Revision
[6]   The health effects of hotter summers and heat waves in the population of the United Kingdom: a review of the evidence [J].
Arbuthnott, Katherine G. ;
Hajat, Shakoor .
ENVIRONMENTAL HEALTH, 2017, 16 :1-13
[7]   SURVEY OF EMISSIVITY VARIABILITY IN THERMOGRAPHY OF URBAN AREAS [J].
ARTIS, DA ;
CARNAHAN, WH .
REMOTE SENSING OF ENVIRONMENT, 1982, 12 (04) :313-329
[8]  
Badlani B., 2017, International Journal of Geosciences, V8, P563, DOI DOI 10.4236/IJG.2017.84030
[9]   A comparative analysis of day and night land surface temperature in two semi-arid cities using satellite images sampled in different seasons [J].
Bala, Ruchi ;
Prasad, Rajendra ;
Yadav, Vijay Pratap .
ADVANCES IN SPACE RESEARCH, 2020, 66 (02) :412-425
[10]   LAND USE/LAND COVER CHANGE ANALYSIS AND ITS IMPACT ON SOIL PROPERTIES IN THE NORTHERN PART OF GADARIF REGION, SUDAN [J].
Biro, K. ;
Pradhan, B. ;
Buchroithner, M. ;
Makeschin, F. .
LAND DEGRADATION & DEVELOPMENT, 2013, 24 (01) :90-102