Monitoring land surface temperature in Bahir Dar city and its surrounding using Landsat images

被引:49
作者
Balew, Abel [1 ]
Korme, Tesfaye [2 ]
机构
[1] Madda Walabu Univ, Dept Geog & Environm Studies, Robe, Ethiopia
[2] Minist Water Elect & Irrigat, Addis Ababa, Ethiopia
关键词
LST; Urban -rural gradient analysis; LULC; Landsat images;
D O I
10.1016/j.ejrs.2020.02.001
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Land surface temperature (LST) is the burning issue in the world since it affects climate and environment at local, regional and global level. Mainly it resulted from urbanization and its associated extreme Land -use and Land-cover (LULC) changes. Therefore, monitoring of LULC alteration is a significant component in examining of LST variation and applying sustainable mitigation measures. The research has the objec-tive to analyze the spatial-temporal patterns of LST and its variation with LULC composition in Bahir Dar city and its surrounding from 1987 to 2017 with fifteen-year intervals using Landsat images. Image pre-processing was done to retrieve NDVI, NDBI, LST and LULC, and urban-rural gradient analysis and LST Intensity (LSTI) were computed. As the result shows that urban areas of Bahir Dar city rapidly expanded since 1987. The mean LST values increased to 34.5 celcius in 1987 to 37.57 celcius in 2002 and decreased to 34.57 celcius in 2017. Paved surface and agricultural land exhibited higher LST values whereas waterbody and vegeta-tion experienced lower LST. The result also shows that LST has a positive relationship with NDBI (1987: R2 = 0.51; 2002: R2 = 0.48; and 2017: R2 = 0.4) and negative relationship with NDVI (1987: R2 = 0.24; 2002: R2 = 0.25; and 2017: R2 = 0.33). The LST increased towards sub-urban areas and LSTI was higher in the distance between 4 and 10 km. The results of this study are significant for urban planners to imple-ment sustainable LST mitigation strategies and create a conducive living environment in Bahir Dar city. & COPY; 2020 National Authority for Remote Sensing and Space Sciences. Production and hosting by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:371 / 386
页数:16
相关论文
共 55 条
  • [1] [Anonymous], 2016, LANDSAT 8 L8 DATA US
  • [2] Algorithm for Automated Mapping of Land Surface Temperature Using LANDSAT 8 Satellite Data
    Avdan, Ugur
    Jovanovska, Gordana
    [J]. JOURNAL OF SENSORS, 2016, 2016
  • [3] Landsat-8 Thermal Infrared Sensor (TIRS) Vicarious Radiometric Calibration
    Barsi, Julia A.
    Schott, John R.
    Hook, Simon J.
    Raqueno, Nina G.
    Markham, Brian L.
    Radocinski, Robert G.
    [J]. REMOTE SENSING, 2014, 6 (11): : 11607 - 11626
  • [4] Monitoring of urban heat island effect in Beijing combining ASTER and TM data
    Cai, Guoyin
    Du, Mingyi
    Xue, Yong
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2011, 32 (05) : 1213 - 1232
  • [5] Central Statistical Agency, 2014, Population Projection of Ethiopia for All Regions At Wereda Level from 2014-2017
  • [6] Summary of current radiometric calibration coefficients for Landsat MSS, TM, ETM+, and EO-1 ALI sensors
    Chander, Gyanesh
    Markham, Brian L.
    Helder, Dennis L.
    [J]. REMOTE SENSING OF ENVIRONMENT, 2009, 113 (05) : 893 - 903
  • [7] Remote sensing image-based analysis of the relationship between urban heat island and land use/cover changes
    Chen, Xiao-Ling
    Zhao, Hong-Mei
    Li, Ping-Xiang
    Yin, Zhi-Yong
    [J]. REMOTE SENSING OF ENVIRONMENT, 2006, 104 (02) : 133 - 146
  • [8] Impacts of urban surface characteristics on spatiotemporal pattern of land surface temperature in Kunming of China
    Chen, Xu
    Zhang, Yaping
    [J]. SUSTAINABLE CITIES AND SOCIETY, 2017, 32 : 87 - 99
  • [9] MODIS detected surface urban heat islands and sinks: Global locations and controls
    Clinton, Nicholas
    Gong, Peng
    [J]. REMOTE SENSING OF ENVIRONMENT, 2013, 134 : 294 - 304
  • [10] Dissanayake D., 2019, CLIMATE, V7