With the help of this study, a method for extracting temperature of the land surface (LST) using data from thermal band 10 of LAND-SAT9 collection 1 levels -1 and collection 2 level 2 is described. This method uses satellite data from thermal infrared sensors (OLI & TIRS). This research aims to estimate the LST over the AL-Adhamiya area on the image date 02/20/2023 to retrieve and compare the (LST) including real-time measurements made while taking the images using an infrared thermometer camera, readings were made in direct contact with the object using ( K-type thermocouple ). The findings demonstrated that the LST varies depending on whether there is vegetation, bare soil, asphalt, or a residential area.=11 C°, 14-16 C°,13.9- 15.5 C° and 19.1 – 20.7 C° resprctivly. This study compares the association between different forms of land cover and (LST) and assesses how well land cover temperature amounts are described using LAND-SAT-9 data.
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