Using Moran's I and GIS to study the spatial pattern of land surface temperature in relation to land use/cover around a thermal power plant in Singrauli district, Madhya Pradesh, India

被引:89
|
作者
Kumari, Maya [1 ,2 ]
Sarma, Kiranmay [1 ]
Sharma, Richa [2 ]
机构
[1] Guru Gobind Singh Indraprastha Univ, Sch Environm Management, Block A, New Delhi 110075, India
[2] Noida Amity Univ Uttar Pradesh, Amity Sch Nat Resources & Sustainable Dev, Noida 201313, India
关键词
Land surface temperature; Spatial-temporal changes of temperature; Spatial autocorrelation; Global Moran's I; Singrauli; URBAN HEAT-ISLAND; AUTOCORRELATION; EMISSIVITY;
D O I
10.1016/j.rsase.2019.100239
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Fast emerging energy hub of India - Singrauli, Madhya Pradesh is undergoing a drastic transformation in its land use and land cover (LU/LC) owing to the mega power projects coming up in the area. Once densely covered with forests, the study area has changed through cleared land to thermal power plant and related infrastructure from 2005 to 2015. A sharp descent is observed in the forest cover while wasteland has increased during the study period. With the upsurge of thermal power plants in the area, the ambient temperatures have also increased leading to urban heat island effect. In the present study, changes in Land Surface Temperature (LST) around 10 km(2) of Sasan Ultra Mega Thermal Power Plant is studied for three years 2005, 2010 and 2015, respectively using Moran's I geostatistics in GIS environment. Spatial autocorrelation is a characteristic property of most ecological parameters and can be seen at all spatial scales. Spatial clustering of LST in an ecosystem can play a vital role in evaluating land use/cover dynamics. The Moran's I reveal a high positive spatial autocorrelation or highly clustered pattern of obtained LST values for all the three years. The spatial variation of LST is also observed to be related to the LU/LC of the study site during the different study periods.
引用
收藏
页数:6
相关论文
共 28 条
  • [1] Changing trends of land surface temperature in relation to land use/cover around thermal power plant in Singrauli district, Madhya Pradesh, India
    Kumari M.
    Sarma K.
    [J]. Spatial Information Research, 2017, 25 (6) : 769 - 777
  • [2] Land use/land cover change dynamics analysis in mining areas of Singrauli district in Madhya Pradesh, India
    Areendran, G.
    Rao, Prakash
    Raj, Krishna
    Mazumdar, Sraboni
    Puri, Kanchan
    [J]. TROPICAL ECOLOGY, 2013, 54 (02) : 239 - 250
  • [3] Land use/land cover and land surface temperature analysis in Wayanad district, India, using satellite imagery
    John, Jovish
    Bindu, G.
    Srimuruganandam, B.
    Wadhwa, Abhinav
    Rajan, Poornima
    [J]. ANNALS OF GIS, 2020, 26 (04) : 343 - 360
  • [4] Dynamics of land use land cover and its impact on land surface temperature: a study of Faridabad District, India
    Sanju Bala
    Sajad Nabi Dar
    [J]. GeoJournal, 89
  • [5] Dynamics of land use land cover and its impact on land surface temperature: a study of Faridabad District, India
    Bala, Sanju
    Dar, Sajad Nabi
    [J]. GEOJOURNAL, 2024, 89 (01)
  • [6] Accuracy assessment of land use/land cover classification in parts of Kadapa district (Andhra Pradesh, India), using remote sensing and GIS
    Rajasekhar, M.
    Raju, G. Sudarsana
    Raju, R. Siddi
    Ramachandra, M.
    Kumar, B. Pradeep
    [J]. JOURNAL OF INDIAN GEOPHYSICAL UNION, 2019, 23 (04): : 356 - 366
  • [7] Retrieving of Land Surface Temperature Using Thermal Remote Sensing and GIS Techniques in Kandaihimmat Watershed, Hoshangabad, Madhya Pradesh
    Mohammad Subzar Malik
    J. P. Shukla
    [J]. Journal of the Geological Society of India, 2018, 92 : 298 - 304
  • [8] Retrieving of Land Surface Temperature Using Thermal Remote Sensing and GIS Techniques in Kandaihimmat Watershed, Hoshangabad, Madhya Pradesh
    Malik, Mohammad Subzar
    Shukla, J. P.
    [J]. JOURNAL OF THE GEOLOGICAL SOCIETY OF INDIA, 2018, 92 (03) : 298 - 304
  • [9] Long-term monitoring of land-use/land-cover change in Morena district, Madhya Pradesh, India, using EO satellite data
    Tiwari, Ajay
    Tomar, Shivraj Singh
    Katare, Vivek
    Vyas, S. P.
    Dhinwa, P. S.
    [J]. CURRENT SCIENCE, 2021, 121 (12): : 1584 - 1593
  • [10] Effect of land use and land cover changes on surface temperature: a case study from Chalisgaon (Jalgaon district, Maharashtra), India
    Patil, Nilesh S.
    Patil, Bhavesh D.
    Patil, V. J.
    Patil, S. N.
    Kadam, A. K.
    Patil, Mayuri A.
    [J]. JOURNAL OF INDIAN GEOPHYSICAL UNION, 2024, 28 (02):