Dynamics of Urban Heat Island and Anthropogenic Emissions in Bekasi before and during COVID-19 Pandemic using Landsat 8 and Sentinel-5P

Authors

  • Ramanatalia Parhusip University of Indonesia, Depok
  • Iqbal Putut Ash Shidiq University of Indonesia, Depok
  • Jarot Mulyo Semedi University of Indonesia, Depok

DOI:

https://doi.org/10.25126/jitecs.72437

Abstract

The rise in temperature in urban areas resulting in UHI formation is thought to be significantly driven by anthropogenic emissions due to human activities. During the COVID-19 pandemic, the Indonesian government issued the Large-Scale Social Restrictions (PSBB) and Community Activities Restrictions Enforcement (PPKM) policy. Bekasi Regency is part of the Jabodetabek megapolitan that applied strict PSBB and PPKM treatment during the pandemic. The decreasing industrial activity and traffic volume are expected to reduce air pollutants and thermal radiation. The research method uses processed satellite imagery from Sentinel 5P to get anthropogenic emissions concentrations (NO2 and SO2) and Landsat 8 to get land surface temperature (LST). The results showed that Bekasi had a slight decrease in the concentration of anthropogenic emissions during COVID-19 pandemic 2020, then increased during COVID-19 pandemic 2021. The areas affected by urban heat islands increased steadily during the COVID-19 pandemic. Therefore, when the concentration of anthropogenic emissions rises, the UHI ascends.

References

Bekasi.go.id, “Terus Naik, Warga Kabupaten Bekasi Sembuh dari COVID-19 Tembus 14 Orang,” accessed by https://www.bekasikab.go.id/terus-naik-warga-kabupaten-bekasi-sembuh-dari-covid19-tembus-14-orang, on 5 Febuari 2022, 2020.

Kompas.com, “Selama PSBB, Jumlah Kasus Positif COVID-19 di Kabupaten Bekasi Cenderung Meningkat 4 Orang per Hari,” accessed byhttps://megapolitan.kompas.com/read/2020/04/29/07522631/selama-psbb-jumlah-kasus-positif-COVID-19-di-kabupaten-bekasi-cenderung?page=all, on 1 Febuari 2022, 2020.

Fadillah, T. N, “Skripsi: Analisis Kerugian Ekonomi dan Dampak Psikologis Bagi Pengguna Jalan Akibat Kemacetan Lalu Lintas di Kabupaten Bekasi,” Jurusan Ekonomi Pembangunan, Fakultas Ekonomi dan Bisnis, Universitas Islam Negeri Syarif Hidayatullah, 2018.

Bekasiurbancity.co.id, “Kabupaten Bekasi Dijuluki Kawasan Industri Terbesar di Asia Tenggara,” accessed by https://www.bekasiurbancity.co.id/2020/12/kabupaten-bekasi-dijuluki-kawasan.html, on 5 Febuari 2022, 2020.

Ferdinand, M, “Analisis Uji Emisi Gas Buang Kendaraan Bermotor dan Dampaknya Terhadap Lingkungan di Kota Balikpapan (KAL-TIM),” TRANSMISI, 12(1), 15-24, 2016.

Wakhid, M. U, “Analisis Dampak Emisi Gas Buang Kendaraan Bermotor CO di UIN Raden Intan Lampung,” (Doctoral dissertation, UIN Raden Intan Lampung), 2018.

Shikwambana, L., Kganyago, M., & Mhangara, P, "Temporal Analysis of Changes in Anthropogenic Emissions and Urban Heat Islands during COVID-19 Restrictions in Gauteng Province, South Africa," Aerosol and Air Quality Research, 21, 200437, 2021.

Heaviside, C., Macintyre, H., & Vardoulakis, S, "The urban heat island: implications for health in a changing environment," Current environmental health reports, 4(3), 296-305, 2017.

Luan, X., Yu, Z., Zhang, Y., Wei, S., Miao, X., Huang, Z. Y., ... & Xu, C, "Remote sensing and social sensing data reveal scale-dependent and system-specific strengths of urban heat island determinants," Remote Sensing, 12(3), 391, 2020.

Adiningsih, E. S., Hartati, S., & Mujiasih, S, “Kajian Perubahan Distribusi Spasial Suhu Udara Akibat Perubahan Penutup Lahan,” Warta Lapan, 3(1), 2010.

Swamy, G. S. N. V. K. S. N., S. M. Nagendra, and Uwe Schlink. "Impact of urban heat island on meteorology and air quality at microenvironments." Journal of the Air & Waste Management Association 70.9 (2020): 876-891.

Kamali Maskooni, Ehsan, Hashemi, H., Berndtsson, R., Daneshkar Arasteh, P., & Kazemi, M, "Impact of spatiotemporal land-use and land-cover changes on surface urban heat islands in a semiarid region using Landsat data." International Journal of Digital Earth 14.2 (2021): 250-270.

Baumann, Paul R. "An Urban Heat Island: Washington, DC." University of New York (2008).

Yasir, Muhammad, "PENCEMARAN UDARA DI PERKOTAAN BERDAMPAK BAHAYA BAGI MANUSIA, HEWAN, TUMBUHAN DAN BANGUNAN," (2021).

Xian, George, Shi, H., Auch, R., Gallo, K., Zhou, Q., Wu, Z., & Kolian, M, "The effects of urban land cover dynamics on urban heat island intensity and temporal trends." GIScience & Remote Sensing 58.4 (2021): 501-515.

Wijayanto, Arif K., Rushayati, S. B., Hermawan, R., Setiawan, Y., & Prasetyo, L. B, "Jakarta and Surabaya land surface temperature before and during the Covid-19 pandemic." Advances in Environmental Sciences 12.3 (2020): 213-221.

Agni, A. M., Pangi, P., Septiarani, B., & Astuti, K. D, "The Social Restrictions Impact on Urban Heat Island Phenomena (Case Study: Cities in Java Island)." IOP Conference Series: Earth and Environmental Science. Vol. 887. No. 1. IOP Publishing, 2021.

Ma, Ya, Yaoqiu Kuang, and Ningsheng Huang. "Coupling urbanization analyses for studying urban thermal environment and its interplay with biophysical parameters based on TM/ETM+ imagery." International Journal of Applied Earth Observation and Geoinformation 12.2 (2010): 110-118.

Peraturan Daerah Kabupaten Bekasi No. 12 Tahun 2011 Tentang Rencana Tata Ruang Wilayah Kabupaten Bekasi Tahun 2011 – 2031.

Indriyaningtyas, Sheffiera, Lucky Rakananda Hasandy, and Bayu Elwantyo B. Dewantoro. "DINAMIKA KONSENTRASI EMISI GAS KARBON MONOKSIDA (CO) SELAMA PERIODE PSBB MENGGUNAKAN KOMPUTASI BERBASIS CLOUD PADA GOOGLE EARTH ENGINE." Majalah Ilmiah Globe (2021): 35-42.

Wijayanti, D. N, “Skripsi: Gambaran dan Analisis Risiko Nitrogen Dioksida (NO2) Per-Kota/Kabupaten dan Provinsi di Indonesia (Hasil Pemantauan Kualitas Udara Ambien dengan Metode Pasif di PUSARPEDAL Tahun 2011),” Program Studi Sarjana Kesehatan Masyarakat, Fakultas Kesehatan Masyarakat, Universitas Indonesia, 2012.

Ilyas, Fadli. "Analisis Swot Kebijakan Pembatasan Sosial Berskala Besar (PSBB) dan Pemberlakuan Pembatasan Kebijakan Masyarakat (PPKM) Terhadap Dampak Ekonomi di Tengah Upaya Menekan Laju Pandemi Covid-19." Jurnal Akrab Juara 6.3 (2021): 190-198.

Absori, Absori, and Anis Khairiyah. "Kebijakan Pemberlakuan Pembatasan Kegiatan Masyarakat (PPKM) Berbasis Kesejahteraan Sosial (Welfare Society)." Syntax Literate; Jurnal Ilmiah Indonesia 7.1 (2022): 1444-1453.

Shahmohamadi, P., et al. "The impact of anthropogenic heat on formation of urban heat island and energy consumption balance." Urban Studies Research 2011 (2011).

Chen, P., S. C. Liew, and L. K. Kwoh. "Dependence Of Urban Temperature Elevation On Land Cover Types." A paper presented at the 22nd Asian Conference on Remote Sensing. 2001.

Rarasati, A., & Afgatiani, P. M, “Pemanfaatan Data Sentinel-5 Untuk Pemantauan Perubahan Kualitas Udara NO2 Akibat Pandemi COVID-19 di Jakarta.” INDERAJA. Vol. XI, No. 13, November 2020.

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Published

2022-11-24

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Articles

How to Cite

Dynamics of Urban Heat Island and Anthropogenic Emissions in Bekasi before and during COVID-19 Pandemic using Landsat 8 and Sentinel-5P. (2022). Journal of Information Technology and Computer Science, 7(2), 160-171. https://doi.org/10.25126/jitecs.72437