Monitoring land surface temperature relationship to land use/land cover from satellite imagery in Maraqeh County, Iran

被引:59
|
作者
Feizizadeh, Bakhtiar [1 ,2 ,3 ]
Blaschke, Thomas [3 ]
Nazmfar, Hossein [4 ]
Akbari, Elahe [1 ,2 ,5 ]
Kohbanani, Hamid Reza [1 ,2 ]
机构
[1] Univ Tabriz, Ctr Remote Sensing, Dept Phys Geog, Tabriz, Iran
[2] Univ Tabriz, GIS, Tabriz, Iran
[3] Salzburg Univ, Dept Geoinformat, A-5020 Salzburg, Austria
[4] Univ Mohaghegh Ardabili, Dept Geog & Urban Planning, Ardebil, Iran
[5] Univ Hakim Sabzevari, Dept Phys Geog, Sabzevar, Iran
关键词
land surface temperature; SEBAL; land use; land cover; Landsat; Maraqeh County; DIFFERENCE VEGETATION INDEX; REMOTELY-SENSED DATA; LATENT-HEAT FLUXES; ENERGY-BALANCE; THEMATIC MAPPER; GROWING-SEASON; NET-RADIATION; LANDSAT-7; EVAPOTRANSPIRATION; CLASSIFICATION;
D O I
10.1080/09640568.2012.717888
中图分类号
F0 [经济学]; F1 [世界各国经济概况、经济史、经济地理]; C [社会科学总论];
学科分类号
0201 ; 020105 ; 03 ; 0303 ;
摘要
North-western Iran experiences high surface temperatures - a situation that is likely to become increasingly severe due to both climate change and the growing area of sealed surfaces as a result of socio-economic development. Land surface temperature (LST) is a key parameter with respect to land use and land cover (LULC). In this study, the Surface Energy Balance Algorithm for Land (SEBAL) method has been applied to Landsat Enhanced Thematic Mapper (ETM+) imagery for Maraqeh County in north-western Iran (East Azerbaijan Province), in order to model the spatial variation of LST and to determine its quantitative relationship with LULC. The LST was found to be low for orchards and water bodies, while pasture lands and areas currently under cultivation had moderate LSTs. The results suggest that LST can be significantly increased by urbanisation, desertification, and any other processes that result in an increase in non-vegetated surfaces. High LST values were found to be associated with rural and urban settlements, and also with several bare areas of exposed soil, while the maximum LST values were associated with areas of rock outcrop. Our results indicate that LST has an inverse relationship with moisture content and biomass.
引用
收藏
页码:1290 / 1315
页数:26
相关论文
共 50 条
  • [31] Analysis of land surface temperature with land use and land cover and elevation from NASA MODIS satellite data: a case study of Bali, Indonesia
    Buya, Suhaimee
    Chuangchang, Potjamas
    Owusu, Benjamin Atta
    ENVIRONMENTAL MONITORING AND ASSESSMENT, 2022, 194 (08)
  • [32] Assessment of Urban Heat Island based on the relationship between land surface temperature and Land Use/Land Cover in Tehran
    Bokaie, Mehdi
    Zarkesh, Mirmasoud Kheirkhah
    Arasteh, Peyman Daneshkar
    Hosseini, Ali
    SUSTAINABLE CITIES AND SOCIETY, 2016, 23 : 94 - 104
  • [33] Impact of land use/land cover on land surface temperature and its relationship with spectral indices in Dakahlia Governorate, Egypt
    Morsy, Salem
    Hadi, Mashaan
    INTERNATIONAL JOURNAL OF ENGINEERING AND GEOSCIENCES, 2022, 7 (03): : 272 - 282
  • [34] Monitoring land use/cover changes using remotely sensed imagery in Isfahan, Iran
    Nadoushan, Mozhgan Ahmadi
    Abari, Maryam Foroughi
    Radnezhad, Hadi
    Sadeghi, Masoumeh
    INDIAN JOURNAL OF GEO-MARINE SCIENCES, 2017, 46 (03) : 538 - 544
  • [35] Assessment of Land Cover Dynamics, Land Surface Temperature, and Heat Island Growth in Northwestern Bangladesh Using Satellite Imagery
    Tanzida Akter
    Md. Yousuf Gazi
    Md. Bodruddoza Mia
    Environmental Processes, 2021, 8 : 661 - 690
  • [36] Assessment of Land Cover Dynamics, Land Surface Temperature, and Heat Island Growth in Northwestern Bangladesh Using Satellite Imagery
    Akter, Tanzida
    Gazi, Md. Yousuf
    Mia, Md. Bodruddoza
    ENVIRONMENTAL PROCESSES-AN INTERNATIONAL JOURNAL, 2021, 8 (02): : 661 - 690
  • [37] Spatiotemporal Monitoring of Land Use-Land Cover and Its Relationship with Land Surface Temperature Changes Based on Remote Sensing, GIS, and Deep Learning
    Karimian, Razieh
    Rangzan, Kazem
    Karimi, Danya
    Einali, Golzar
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2024, 52 (11) : 2461 - 2481
  • [38] Transformer-based land use and land cover classification with explainability using satellite imagery
    Khan, Mehak
    Hanan, Abdul
    Kenzhebay, Meruyert
    Gazzea, Michele
    Arghandeh, Reza
    SCIENTIFIC REPORTS, 2024, 14 (01):
  • [39] Trend analysis of land surface temperature over Iran based on land cover and topography
    M. Moradi
    M. Darand
    International Journal of Environmental Science and Technology, 2022, 19 : 7229 - 7242
  • [40] Trend analysis of land surface temperature over Iran based on land cover and topography
    Moradi, M.
    Darand, M.
    INTERNATIONAL JOURNAL OF ENVIRONMENTAL SCIENCE AND TECHNOLOGY, 2022, 19 (08) : 7229 - 7242