Time series analysis of landsat data for urban heat island monitoring in Semarang City

• Published in: IOP conference series. Earth and environmental science Vol. 1314; no. 1; pp. 12086 - 12093
• Main Authors: Amrulloh, Ibnu, Fikriyah, Vidya. N.
• Format: Journal Article
• Language: English
• Published: Bristol IOP Publishing 01.03.2024
• Subjects: City centres; Land cover; Land surface temperature; Land use; Landsat; Landsat satellites; Quality of life; Remote sensing; Time series; Urban heat islands
• ISSN: 1755-1307; 1755-1315
• DOI: 10.1088/1755-1315/1314/1/012086

Abstract The urban heat island (UHI) condition has received significant attention because it has the potential to negatively impact life quality and comfort, especially livability and level of comfort. Semarang City, the capital of Central Java, has been attracting many people to live and causing land use conversion to built-up areas. This study aims to observe the land surface temperature (LST) trend and to analyse the UHI spatiotemporal pattern in Semarang based on satellite time series data within 10 years. Land cover and LST were extracted from Landsat data of 2008, 2013, and 2019. Based on the results, it was observed that the vegetated area has reduced from 20.347 Ha to 7.241 Ha, while the average LST value has increased from 29.24°C to 31.31°C in 2008 and 2019 respectively. We also found that the UHI pattern, which was initially detected only in a few areas in 2008 and was focused in the city centre, has gradually spread to the east and south of Semarang in 2019. The result also shows the spatiotemporal trend of land cover conversion and UHI areas, which can be beneficial for mitigation planning in the future.