Analysis of Land Surface Temperature Changes in Sorong City, Indonesia Using Landsat 8 Satellite Image Data Based on Cloud Computing
DOI:
https://doi.org/10.62504/jimr784Keywords:
Google Earth Engine, Land Surface Temperature, SorongAbstract
This study aims to analyze land surface temperature changes in Sorong City, Indonesia using Landsat 8 satellite image data and Google Earth Engine cloud computing platform. With rapid urbanization, understanding the dynamics of surface temperature is important. Through satellite imagery and cloud computing technology, this analysis provides accurate monitoring of temperature change, supports climate change mitigation strategies, and designs more sustainable cities.
Downloads
References
Abunnasr, Y., & Mhawej, M. (2022). Towards a combined Landsat-8 and Sentinel-2 for 10-m land surface temperature products: The Google Earth Engine monthly Ten-ST-GEE system. Environmental Modelling & Software, 155, 105456. https://doi.org/10.1016/j.envsoft.2022.105456
BPS. (2023). Kota Sorong Dalam Angka 2023. BPS Kota Sorong.
DeVries, B., Huang, C., Armston, J., Huang, W., Jones, J. W., & Lang, M. W. (2020). Rapid and robust monitoring of flood events using Sentinel-1 and Landsat data on the Google Earth Engine. Remote Sensing of Environment, 240, 111664. https://doi.org/https://doi.org/10.1016/j.rse.2020.111664
Ermida, S. L., Soares, P., Mantas, V., Göttsche, F.-M., & Trigo, I. F. (2020). Google Earth Engine Open-Source Code for Land Surface Temperature Estimation from the Landsat Series. Remote Sensing, 12(9), 1471. https://doi.org/10.3390/rs12091471
Gadekar, K., Pande, C. B., Rajesh, J., Gorantiwar, S. D., & Atre, A. A. (2023). Estimation of Land Surface Temperature and Urban Heat Island by Using Google Earth Engine and Remote Sensing Data (pp. 367–389). https://doi.org/10.1007/978-3-031-19059-9_14
Gorelick, N., Hancher, M., Dixon, M., Ilyushchenko, S., Thau, D., & Moore, R. (2017). Google Earth Engine: Planetary-scale geospatial analysis for everyone. Remote Sensing of Environment, 202, 18–27. https://doi.org/10.1016/j.rse.2017.06.031
Hakim, O. S., Dewi, R. C., Alfahmi, F., & Khaerima, A. (2018). The Impact Identification of Urban Heat Island in Coastal Urban Areas of Java Island. IOP Conference Series: Earth and Environmental Science, 187, 012057. https://doi.org/10.1088/1755-1315/187/1/012057
Latue, P. C., Rakuasa, H., Somae, G., & Muin, A. (2023). Analisis Perubahan Suhu Permukaan Daratan di Kabupaten Seram Bagian Barat Menggunakan Platform Berbasis Cloud Google Earth Engine. Sudo Jurnal Teknik Informatika, 2(2), 45–51. https://doi.org/https://doi.org/10.56211/sudo.v2i2.261
Mohamed, A., & Worku, H. (2020). Simulating urban land use and cover dynamics using cellular automata and Markov chain approach in Addis Ababa and the surrounding. Urban Climate, 31, 100545. https://doi.org/https://doi.org/10.1016/j.uclim.2019.100545
Mughal, M. O., Li, X.-X., & Norford, L. K. (2020). Urban heat island mitigation in Singapore: Evaluation using WRF/multilayer urban canopy model and local climate zones. Urban Climate, 34, 100714. https://doi.org/10.1016/j.uclim.2020.100714
Munawar, M., Prasetya, T. A. E., McNeil, R., Jani, R., & Buya, S. (2023). Spatio and Temporal Analysis of Indonesia Land Surface Temperature Variation During 2001–2020. Journal of the Indian Society of Remote Sensing, 51(7), 1393–1407. https://doi.org/10.1007/s12524-023-01713-0
Onisimo Muntaga, L. K. (2019). Google Earth Engine Applications. Remotesensing, 11–14. https://doi.org/10.3390/rs11050591
Rakuasa, H., Sihasale , D. A., & Latue, P. C. (2023). Spatial pattern of changes in land surface temperature of seram island based on google earth engine cloud computing. International Journal of Basic and Applied Science, 12(1), 1–9. https://doi.org/https://doi.org/10.35335/ijobas.v12i1.172
Rakuasa, H. (2022). ANALISIS SPASIAL TEMPORAL SUHU PERMUKAAN DARATAN/ LAND SURFACE TEMPERATURE (LST) KOTA AMBON BERBASIS CLOUD COMPUTING: GOOGLE EARTH ENGINE. Jurnal Ilmiah Informatika Komputer, 27(3), 194–205. https://doi.org/10.35760/ik.2022.v27i3.7101
Rakuasa, H. (2024). Spatial Temporal Analysis of Land Surface Temperature Changes in Ambon Island from Landsat 8 Image Data Using Geogle Earth Engine. Journal of Applied Research In Computer Science and Information Systems, 2(1), 107–113. https://doi.org/https://doi.org/10.61098/jarcis.v2i1.123
Rakuasa, H., & Lasaiba, M. A. (2024). FUTURE POPULATION PREDICTION 2050 OF BANTEN PROVINCE, JAKARTA, JAWA BARAT, JAWA TENGAH, DAERAH ISTIMEWA YOGJAKARTA, JAWA TIMUR, USING WORLDPOP DATA WITH GOOGLE EARTH ENGINE. Journal of Data Analytics, Information, and Computer Science, 1(2), 79–86. https://doi.org/10.59407/jdaics.v1i2.712
Rakuasa, H., Latue, P. C., & Pakniany, Y. (2024). Climate Change and its Impact on Asian Forest Landscapes: A Critical Review. International Journal of Selvicoltura Asean, 1(1), 23–32. https://journal.ypidathu.or.id/index.php/selvicoltura/article/view/860
Rakuasa, H., & Nurul Achmadi, P. (2024). SPATIAL ANALYSIS OF LAND USE CHANGE IN SLAWI SUBDISTRICT, TEGAL REGENCY, 2014 - 2024 USING HIGH RESOLUTION SATELLITE IMAGERY DATA. Journal of Data Analytics, Information, and Computer Science, 1(2), 51–62. https://doi.org/10.59407/jdaics.v1i2.645
Rakuasa, H., Ria Karuna, J., & Christi Latue, P. (2024). URBAN LANDSCAPE TRANSFORMATION: LAND COVER CHANGE ANALYSIS IN SIRIMAU SUB-DISTRICT, AMBON CITY. Journal of Data Analytics, Information, and Computer Science, 1(2), 63–70. https://doi.org/10.59407/jdaics.v1i2.649
Salakory, M., Rakuasa, H. (2022). Modeling of Cellular Automata Markov Chain for predicting the carrying capacity of Ambon City. Jurnal Pengelolaan Sumberdaya Alam Dan Lingkungan (JPSL), 12(2), 372–387. https://doi.org/https://doi.org/10.29244/jpsl.12.2.372-387
Stoyanova, J. S., Georgiev, C. G., & Neytchev, P. N. (2022). Satellite Observations of Fire Activity in Relation to Biophysical Forcing Effect of Land Surface Temperature in Mediterranean Climate. Remote Sensing, 14(7), 1747. https://doi.org/10.3390/rs14071747
Wulandari, A. A., Pertuak, A. C., & Rakuasa, H. (2023). Climate Change and its Impact on Human Health: A Medical Geography Perspective. Journal of Health Science and Medical Therapy, 1(02), 80–90. https://doi.org/10.59653/jhsmt.v1i02.279
Downloads
Published
Issue
Section
License
Copyright (c) 2024 Heinrich Rakuasa, Do Huy-Hoang, Rafly Aulya Rizky Nasution, Fadlan Turi, Muh Hidayatullah (Author)
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
