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Determination of Fine Particulate Matter Episode Periods in Jakarta by Incorporating Meteorological Conditions

Zidan Fachreza Firdaus orcid  -  Institut Teknologi Nasional Bandung, Indonesia
*Didin Agustin Permadi  -  Institut Teknologi Nasional Bandung, Indonesia

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Abstract

The analysis of observed fine particulate matter (PM2.5) in Jakarta, Indonesia, was conducted from January 2021 to October 2023 using hourly monitoring data from AirNow, managed by the U.S. Environmental Protection Agency. Data were collected from two air quality monitoring stations in Central and South Jakarta. Meteorological data, including wind speed, temperature, humidity, and rainfall, were obtained from NASA's global forecasting database. The objective was to understand the correlation between PM2.5 formation and meteorological conditions to identify favorable meteorology during high air pollution episodes. During the dry season (May to August), there was a notable increase in PM2.5, linked to higher temperatures, lower humidity, slower wind speeds, and minimal rainfall. The results showed that meteorological conditions significantly affected PM2.5 concentrations, influenced by seasonal changes. In contrast, the rainy season had lower PM2.5 concentrations due to higher rainfall, humidity, and wind speed, and lower temperatures. Further modeling studies are required to assess the combined impacts of emission build-up and meteorology on recurring PM2.5 episodes in Jakarta.

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Keywords: PM2.5; meteorology; episode; air quality; Jakarta

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  1. Amalia, A., Zaidiah, A., Isnainiyah, I.N., 2022. Prediksi kualitas udara menggunakan algoritma k-nearest neighbor. JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) 7, 496–507
  2. Chen, T., He, J., Lu, X., She, J., Guan, Z., 2016. Spatial and temporal variations of PM2. 5 and its relation to meteorological factors in the urban area of Nanjing, China. International Journal of Environmental Research and Public Health 13, 921
  3. Driejana, Kadir A, Santoso M, 2020. Komposisi kimia pencemar partikulat kasar dan halus di dki jakarta pada musim hujan dan musim kemarau. Jurnal Ilmu Lingkungan 18, 522–530
  4. Goverment, 2021. Government regulation of the republic of indonesia number 22 of 2021. Goverment Of The Republic Indonesia
  5. Guo, J., Xia, F., Zhang, Y., Liu, H., Li, J., Lou, M., He, J., Yan, Y., Wang, F., Min, M., 2017. Impact of diurnal variability and meteorological factors on the PM2. 5-AOD relationship: Implications for PM2. 5 remote sensing. Environmental Pollution 221, 94–104
  6. Guo, L.-C., Bao, L.-J., She, J.-W., Zeng, E.Y., 2014. Significance of wet deposition to removal of atmospheric particulate matter and polycyclic aromatic hydrocarbons: A case study in Guangzhou, China. Atmos Environ 83, 136–144
  7. Hutauruk, R.C.H., Rahmanto, E., Pancawati, M.C., 2020. Variasi Musiman dan Harian PM2. 5 di Jakarta Periode 2016–2019. Buletin GAW Bariri 1, 20–28
  8. Lestari, P., Damayanti, S., Arrohman, M.K., 2020. Emission inventory of pollutants (CO, SO2, PM2. 5, and NOX) in Jakarta Indonesia. In: IOP Conference Series: Earth and Environmental Science. IOP Publishing, p. 012014
  9. Manning, M.I., Martin, R. V, Hasenkopf, C., Flasher, J., Li, C., 2018. Diurnal patterns in global fine particulate matter concentration. Environmental Science & Technology Letters 5, 687–691
  10. Mukhtar, R., Panjaitan, E.H., Wahyudi, H., Santoso, M., Kurniawati, S., 2013. Komponen Kimia Pm2, 5 Dan Pm10 Di Udara Ambien Di Serpong–Tangerang. Ecolab 7, 1–7
  11. Muliane, U., Lestari, P., 2011. Pemantauan kualitas udara ambien daerah padat lalu lintas dan komersial DKI Jakarta: analisis konsentrasi PM2, 5 dan black carbon. Jurnal Teknik Lingkungan 17, 178–188
  12. Narita, D., Oanh, N.T.K., Sato, K., Huo, M., Permadi, D.A., Chi, N.N.H., Ratanajaratroj, T., Pawarmart, I., 2019. Pollution characteristics and policy actions on fine particulate matter in a growing Asian economy: The case of Bangkok Metropolitan Region. Atmosphere (Basel) 10, 227
  13. Nelvidawati, N., 2022. Analisa deskriptif pengelompokan data konsentrasi pm2, 5 berdasarkan hari pada titik pemantauan bundaran hi jakarta untuk data Februari-Oktober 2021. Journal of Infrastructural in Civil Engineering 3, 42–48
  14. Permadi, D.A., Oanh, N.T.K., 2008. Episodic ozone air quality in Jakarta in relation to meteorological conditions. Atmos Environ 42, 6806–6815
  15. Samet, J.M., Zeger, S.L., Dominici, F., 2000. National morbidity, mortality, and air pollution study. Part II: morbidity and mortality from air pollution in the United States
  16. Santoso, M., Hopke, P.K., Permadi, D.A., Damastuti, E., Lestiani, D.D., Kurniawati, S., Khoerotunnisya, D., Sukir, S.K., 2021. Multiple air quality monitoring evidence of the impacts of large-scale social restrictions during the COVID-19 pandemic in Jakarta, Indonesia. Aerosol Air Quality Research 21, 200645
  17. Santoso, M., Lestiani, D.D., Damastuti, E., Kurniawati, S., Kusmartini, I., Atmodjo, D.P.D., Sari, D.K., Muhtarom, T., Permadi, D.A., Hopke, P.K., 2020. Long term characteristics of atmospheric particulate matter and compositions in Jakarta, Indonesia. Atmosphere Pollutan Research 11, 2215–2225
  18. Tiarani, V.L., Sutrisno, E., Huboyo, H.S., 2016. Kajian beban emisi pencemar udara (TSP, NOx, SO2, HC, CO) dan gas rumah kaca (CO2, CH4, N2O) sektor transportasi darat Kota Yogyakarta dengan metode tier 1 dan tier 2
  19. US embassies and consulates [WWW Document], 2023. . US Embassies and Consulates | AirNow.gov
  20. Yang, L., Wu, Y., Davis, J.M., Hao, J., 2011. Estimating the effects of meteorology on PM 2.5 reduction during the 2008 Summer Olympic Games in Beijing, China. Frontiers of Environmental Science & Engineering in China 5, 331–341
  21. Yunita, R.D., Kiswandono, A.A., 2017. Kajian indeks standar pencemar udara (ISPU) sulfur dioksida (SO2) sebagai polutan udara pada tiga lokasi di kota Bandar Lampung. Analit: Analytical and Environmental Chemistry 2

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