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.
引用
收藏
页数:21
相关论文
共 50 条
  • [41] Land-Use and Land-Cover Dynamics in the Central Rift Valley of Ethiopia
    Garedew, Efrem
    Sandewall, Mats
    Soderberg, Ulf
    Campbell, Bruce M.
    [J]. ENVIRONMENTAL MANAGEMENT, 2009, 44 (04) : 683 - 694
  • [42] Radar and optical data integration for land-use/land-cover mapping
    Haack, BN
    Herold, ND
    Bechdol, MA
    [J]. PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 2000, 66 (06): : 709 - 716
  • [43] Recent land-use/land-cover change in the Central California Valley
    Soulard, Christopher E.
    Wilson, Tamara S.
    [J]. JOURNAL OF LAND USE SCIENCE, 2015, 10 (01) : 59 - 80
  • [44] Remote sensing for mapping and monitoring land-cover and land-use change
    Treitz, P
    Rogan, J
    [J]. PROGRESS IN PLANNING, 2004, 61 : 267 - +
  • [45] The causes of land-use and land-cover change:: moving beyond the myths
    Lambin, EF
    Turner, BL
    Geist, HJ
    Agbola, SB
    Angelsen, A
    Bruce, JW
    Coomes, OT
    Dirzo, R
    Fischer, G
    Folke, C
    George, PS
    Homewood, K
    Imbernon, J
    Leemans, R
    Li, XB
    Moran, EF
    Mortimore, M
    Ramakrishnan, PS
    Richards, JF
    Skånes, H
    Steffen, W
    Stone, GD
    Svedin, U
    Veldkamp, TA
    Vogel, C
    Xu, JC
    [J]. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND POLICY DIMENSIONS, 2001, 11 (04): : 261 - 269
  • [46] Theorizing land-cover and land-use change: The case of tropical deforestation
    Walker, R
    [J]. INTERNATIONAL REGIONAL SCIENCE REVIEW, 2004, 27 (03) : 247 - 270
  • [47] Land-Use/Land-Cover Classification Using Elephant Herding Algorithm
    Jayanth, J.
    Shalini, V. S.
    Kumar, T. Ashok
    Koliwad, Shivaprakash
    [J]. JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2019, 47 (02) : 223 - 232
  • [48] Land-use and land-cover change in montane mainland southeast Asia
    Fox, J
    Vogler, JB
    [J]. ENVIRONMENTAL MANAGEMENT, 2005, 36 (03) : 394 - 403
  • [49] Land-Use/Land-Cover Change and Its Impacts on Weather and Climate
    Dev Niyogi
    Rezaul Mahmood
    Jimmy O. Adegoke
    [J]. Boundary-Layer Meteorology, 2009, 133 : 297 - 298
  • [50] Change dynamics of land-use and land-cover for tropical wetland management
    Lopez, N.
    Marquez Romance, A.
    Guevara Perez, E.
    [J]. WATER PRACTICE AND TECHNOLOGY, 2020, 15 (03): : 632 - 644