TY - GEN
T1 - The development of urban heat island in Jakarta based on satellite observation
AU - Simanjuntak, Febryanto
AU - Lin, Tang Huang
AU - Siahaan, Hary Aprianto Wijaya
AU - Hermawan, Andika Budi
N1 - Publisher Copyright:
© 2021 SPIE.
PY - 2021
Y1 - 2021
N2 - Jakarta is the government and economic capital of Indonesia with a consistently increasing population, resulting in high demand for infrastructure development, which has several socio-economic benefits. However, the environmental issues related to an increasing population and built-up area have come to the public's attention in recent years. This research analyses the effects of land use and land cover changes (LULCC) on land surface temperature (LST), the development of urban heat island (UHI), and weather conditions from 2000-2019. Focusing the analysis on remote sensing data, satellite images at two time points (2000 and 2019) were used to investigate the LULCC and its impact on UHI development that were associated with meteorological data from ground-based stations. The normalized difference vegetation index (NDVI) and normalized difference built-up index (NDBI) were used to describe the spatial distribution evolution of LULCC along with the urban thermal field variance index (UTFVI) that illustrates the potential impacts of UHI on the quality of life in the urban area. Supervised classification was employed to describe LULCC together with the accuracy of the classification result. UHI areas were extended to the southern and eastern part of Jakarta during the time with an increment of 13%, followed by increasing urban heat island index over a selected urban and rural area. Meanwhile, the decreased number of waters, vegetation, and agriculture area was observed during 2000-2019, followed by the increased number of residence and industry areas. The overall results indicate LULCC plays a critical role in defining the change of LST and meteorological conditions.
AB - Jakarta is the government and economic capital of Indonesia with a consistently increasing population, resulting in high demand for infrastructure development, which has several socio-economic benefits. However, the environmental issues related to an increasing population and built-up area have come to the public's attention in recent years. This research analyses the effects of land use and land cover changes (LULCC) on land surface temperature (LST), the development of urban heat island (UHI), and weather conditions from 2000-2019. Focusing the analysis on remote sensing data, satellite images at two time points (2000 and 2019) were used to investigate the LULCC and its impact on UHI development that were associated with meteorological data from ground-based stations. The normalized difference vegetation index (NDVI) and normalized difference built-up index (NDBI) were used to describe the spatial distribution evolution of LULCC along with the urban thermal field variance index (UTFVI) that illustrates the potential impacts of UHI on the quality of life in the urban area. Supervised classification was employed to describe LULCC together with the accuracy of the classification result. UHI areas were extended to the southern and eastern part of Jakarta during the time with an increment of 13%, followed by increasing urban heat island index over a selected urban and rural area. Meanwhile, the decreased number of waters, vegetation, and agriculture area was observed during 2000-2019, followed by the increased number of residence and industry areas. The overall results indicate LULCC plays a critical role in defining the change of LST and meteorological conditions.
KW - Jakarta
KW - Land surface temperature
KW - Land use and land cover change
KW - Urban heat island
UR - http://www.scopus.com/inward/record.url?scp=85124696871&partnerID=8YFLogxK
U2 - 10.1117/12.2618092
DO - 10.1117/12.2618092
M3 - 會議論文篇章
AN - SCOPUS:85124696871
T3 - Proceedings of SPIE - The International Society for Optical Engineering
BT - Seventh Geoinformation Science Symposium 2021
A2 - Wibowo, Sandy Budi
A2 - Wicaksono, Pramaditya
PB - SPIE
T2 - 7th Geoinformation Science Symposium 2021
Y2 - 25 October 2021 through 28 October 2021
ER -