Characteristics of Fine Particulate Matter (PM2.5) Chemical Composition in the North Jakarta Industrial Area 10.32526/ennrj/22/20230300

Main Article Content

Zeni Anggraini
Muhayatun Santoso
Asep Sofyan

Abstract

Air pollution around industrial area has become a serious concern for both the public and local government. Thus, research on PM2.5 characterization is urgently needed. This study identifies the concentration and chemical characteristics of PM2.5 to provide an in-depth understanding of the composition of these particles around the largest industrial complex in North Jakarta. Sixty samples of PM2.5 were collected from residential sites around industrial areas in North Jakarta. Samples were collected on Teflon filters using a SuperSASS instrument during the period from February to July 2023, representing the wet and dry seasons. Mass concentrations of PM2.5, black carbon, and 19 chemical elements were determined. The average mass concentration of PM2.5 in the wet and dry seasons was 27.81±11.82 µg/m3 and 46.63±14.37 µg/m3, respectively. Although the concentration of PM2.5 was lower during the wet season, the concentrations of black carbon and certain elements did not decrease significantly. This shows that pollutants play an important role in both seasons in the study location. Sulfur is the most abundant element with the average concentration in the dry season (2,727.89 ng/m3) higher than in the wet season (1,983.18 ng/m3). The PM2.5 mass reconstruction results show that ammonium sulfate and black carbon have the largest portion of PM2.5 mass. The results are expected to be used as a scientific reference in studying air pollution problems in this region and assist in formulating air protection policies to reduce PM2.5 emissions.

Article Details

How to Cite
Anggraini, Z., Santoso, M., & Sofyan, A. (2024). Characteristics of Fine Particulate Matter (PM2.5) Chemical Composition in the North Jakarta Industrial Area: 10.32526/ennrj/22/20230300. Environment and Natural Resources Journal, 22(3), 222–231. Retrieved from https://ph02.tci-thaijo.org/index.php/ennrj/article/view/251499
Section
Original Research Articles

References

Aldrian E, Dwi Susanto R. Identification of three dominant rainfall regions within Indonesia and their relationship to sea surface temperature. International Journal of Climatology: A Journal of the Royal Meteorological Society 2003;23(12):1435-52.

Ambade B, Sankar TK, Sahu LK, Dumka UC. Understanding sources and composition of black carbon and PM2.5 in urban environments in East India. Urban Science 2022;6(3):Article No. 60.

Anggraeni SN, Iriani DU. Indoor air quality and symptoms of acute respiratory infection in children under five in Marunda Public Flats North Jakarta. Proceeding of the 1st International Integrative Conference on Health, Life and Social Sciences (ICHLaS 2017); 2017 Nov 11-12; Titan Conference Centre, South Tangerang: Indonesia; 2017.

Begum BA, Hossain A, Nahar N, Markwitz A, Hopke PK. Organic and black carbon in PM2.5 at an urban site at Dhaka, Bangladesh. Aerosol and Air Quality Research 2012;12(6):1062-72.

Canepari S, Perrino C, Astolfi ML, Catrambone M, Perret D. Determination of soluble ions and elements in ambient air suspended particulate matter: Inter-technique comparison of XRF, IC and ICP for sample-by-sample quality control. Talanta 2009;77(5):1821-9.

Cavanagh J-AE, Trought K, Brown L, Duggan S. Exploratory investigation of the chemical characteristics and relative toxicity of ambient air particulates from two New Zealand cities. Science of the Total Environment 2009;407(18):5007-18.

Chan YC, Simpson RW, Mctainsh GH, Vowles PD, Cohen DD, Bailey GM. Characterisation of chemical species in PM2.5 and PM10 aerosols in Brisbane, Australia. Atmospheric Environment 1997;31(22):3773-85.

Chirasophon S, Pochanart P. The long-term characteristics of PM10 and PM2.5 in Bangkok, Thailand. Asian Journal of Atmospheric Environment 2020;14(1):73-83.

Chow JC, Lowenthal DH, Chen L-WA, Wang X, Watson JG. Mass reconstruction methods for PM2.5: A review. Air Quality, Atmosphere and Health 2015;8:243-63.

Cohen AJ, Brauer M, Burnett R, Anderson HR, Frostad J, Estep K, et al. Estimates and 25-year trends of the global burden of disease attributable to ambient air pollution: An analysis of data from the Global Burden of Diseases Study 2015. The Lancet 2017;389(10082):1907-18.

Darrow LA, Klein M, Flanders WD, Mulholland JA, Tolbert PE, Strickland MJ. Air pollution and acute respiratory infections among children 0-4 years of age: An 18-year time-series study. American Journal of Epidemiology 2014;180(10):968-77.

Farahani VJ, Soleimanian E, Pirhadi M, Sioutas C. Long-term trends in concentrations and sources of PM2.5-bound metals and elements in central Los Angeles. Atmospheric Environment 2021;253(8):Article No. 118361.

Ho KF, Lee SC, Chan CK, Jimmy CY, Chow JC, Yao XH. Characterization of chemical species in PM2.5 and PM10 aerosols in Hong Kong. Atmospheric Environment 2003; 37(1):31-9.

Humairoh GP, Syafei AD, Santoso M, Boedisantoso R, Assomadi AF, Hermana J. Identification of trace element in ambient air case study: Industrial Estate in Waru, Sidoarjo, East Java. Aerosol and Air Quality Research 2020;20(9):1910-21.

Istiana T, Kurniawan B, Soekirno S, Nahas A, Wihono A, Nuryanto DE, et al. Causality analysis of air quality and meteorological parameters for PM2.5 characteristics determination: Evidence from Jakarta. Aerosol and Air Quality Research 2023;23(9):Article No. 230014.

de Kok TM, Hogervorst JG, Briedé JJ, van Herwijnen MH, Maas LM, Moonen EJ, et al. Genotoxicity and physicochemical characteristics of traffic‐related ambient particulate matter. Environmental and Molecular Mutagenesis 2005;46(2):71-80.

Kusmartini I. Chemical Characterization of Fine Particulates (PM2.5) using X-Ray Fluorescence and Ion Exchange Chromatography Methods [dissertation]. Bandung, Bandung Institute of Technology; 2023 (in Bahasa).

Kusumaningtyas SDA, Aldrian E, Wati T, Atmoko D, Sunaryo S. The recent state of ambient air quality in Jakarta. Aerosol and Air Quality Research 2018;18(9):2343-54.

Lei X, Chen R, Wang C, Shi J, Zhao Z, Li W, et al. Necessity of personal sampling for exposure assessment on specific constituents of PM2.5: Results of a panel study in Shanghai, China. Environment International 2020;141:Article No. 105786.

Liu S, Wu T, Wang Q, Zhang Y, Tian J, Ran W, et al. High time-resolution source apportionment and health risk assessment for PM2.5-bound elements at an industrial city in northwest China. Science of the Total Environment 2023;870:Article No. 161907.

Malm WC, Sisler JF, Huffman D, Eldred RA, Cahill TA. Spatial and seasonal trends in particle concentration and optical extinction in the United States. Journal of Geophysical Research: Atmospheres 1994;99(D1):1347-70.

Ministry of Health of the Republic of Indonesia. Indonesia Basic Health Research (RISKESDAS) 2018. Jakarta, Indonesia: The National Institute of Health Research and Development; 2018.

Narita D, Oanh NTK, Sato K, Huo M, Permadi DA, Chi NNH, et al. Pollution characteristics and policy actions on fine particulate matter in a growing Asian economy: The case of Bangkok Metropolitan Region. Atmosphere 2019;10(5): Article No. 227.

Nascimento AP, Santos JM, Mill JG, de Almeida Albuquerque TT, Júnior NCR, Reisen VA, et al. Association between the incidence of acute respiratory diseases in children and ambient concentrations of SO2, PM10, and chemical elements in fine particles. Environmental Research 2020;188:Article No. 109619.

Nguyen GTH, Shimadera H, Uranishi K, Matsuo T, Kondo A. Numerical assessment of PM2.5 and O3 air quality in Continental Southeast Asia: Impacts of future projected anthropogenic emission change and its impacts in combination with potential future climate change impacts. Atmospheric Environment 2020;226:Article No. 117398.

Oanh NTK, Upadhyay N, Zhuang Y-H, Hao Z-P, Murthy DVS, Lestari P, et al. Particulate air pollution in six Asian cities: Spatial and temporal distributions, and associated sources. Atmospheric Environment 2006;40(18):3367-80.

Owoade KO, Hopke PK, Olise FS, Ogundele LT, Fawole OG, Olaniyi BH, et al. Chemical compositions and source identification of particulate matter (PM2.5 and PM2.5-10) from a scrap iron and steel smelting industry along the Ife-Ibadan highway, Nigeria. Atmospheric Pollution Research 2015;6(1):107-19.

Peng RD, Bell ML, Geyh AS, McDermott A, Zeger SL, Samet JM, et al. Emergency admissions for cardiovascular and respiratory diseases and the chemical composition of fine particle air pollution. Environmental Health Perspectives 2009;117(6): 957-63.

Putra Y, Wulandari SS. Factors causing acute respiratory infection events. Health Journal 2019;10(1):Article No. 37 (in Bahasa).

Rahman MS, Akhter S, Rahman R, Choudhury TR, Jolly YN, Akter S, et al. Identification of sources of PM2.5 at Farmgate Area, Dhaka using reconstructed mass calculation and statistical approaches. Nuclear Science and Applications 2019;28(1-2):13-23.

Republic of Indonesia Government Regulation. Republic of Indonesia Government Regulation No.22 of 2021 concerning Implementation of Environmental Protection and Management [Internet]. 2021 [cited 8 Feb 2023]. Available from: https://peraturan.bpk.go.id/Details/161852/pp-no-22-tahun-2021.

Santoso M, Lestiani DD, Damastuti E, Kurniawati S, Kusmartini I, Atmodjo DPD, et al. Long term characteristics of atmospheric particulate matter and compositions in Jakarta, Indonesia. Atmospheric Pollution Research 2020a;11(12): 2215-25.

Santoso M, Lestiani DD, Kurniawati S, Damastuti E, Kusmartini I, Atmodjo DPD, et al. Assessment of urban air quality in Indonesia. Aerosol and Air Quality Research 2020b;20(10): 2142-58.

Santoso M, Lestiani DD, Markwitz A. Characterization of airborne particulate matter collected at Jakarta roadside of an arterial road. Journal of Radioanalytical and Nuclear Chemistry 2013;297(2):165-9.

Sasmita A, Andrio D, Hasibuan P. Mapping the distribution of particulates from burning solid waste from the palm oil processing industry, in Kampar Regency, Riau. Journal of Science and Technology 2019;18(2):57-67 (in Bahasa).

United States Environmental Protection Agency (USEPA). NAAQS Table [Internet]. 2006 [cited 2023 Nov 14]. Available from: https://www.epa.gov/criteria-air-pollutants/naaqs-table.

Wang F, Chen T, Chang Q, Kao Y-W, Li J, Chen M, et al. Respiratory diseases are positively associated with PM2.5 concentrations in different areas of Taiwan. PLoS One 2021;16(4):e0249694.

Wang X, Westerdahl D, Chen LC, Wu Y, Hao J, Pan X, et al. Evaluating the air quality impacts of the 2008 Beijing Olympic Games: On-road emission factors and black carbon profiles. Atmospheric Environment 2009;43(30):4535-43.

Watson JG, Chow JC, Chen L-WA. Summary of organic and elemental carbon/black carbon analysis methods and intercomparisons. Aerosol and Air Quality Research 2005; 5(1):65-102.

Watson JG, Chow JC, Lowenthal DH, Chen L-WA, Wang X, Biscay P. Reformulation of PM2.5 Mass Reconstruction Assumptions for the San Joaquin Valley. Reno, Nevada: Desert Research Institute; 2012.

World Health Organization (WHO). WHO Global Air Quality Guidelines: Particulate Matter (PM2.5 and PM10), Ozone, Nitrogen Dioxide, Sulfur Dioxide and Carbon Monoxide. Geneva, Switzerland: World Health Organization; 2021.

Xie W, You J, Zhi C, Li L. The toxicity of ambient fine particulate matter (PM2.5) to vascular endothelial cells. Journal of Applied Toxicology 2021;41(5):713-23.

Yan M, Ge H, Zhang L, Chen X, Yang X, Liu F, et al. Long-term PM2.5 exposure in association with chronic respiratory diseases morbidity: A cohort study in northern China. Ecotoxicology and Environmental Safety 2022;244:Article No. 114025.

Yin J, Allen AG, Harrison RM, Jennings SG, Wright E, Fitzpatrick M, et al. Major component composition of urban PM10 and PM2.5 in Ireland. Atmospheric Research 2005;78(3-4):149-65.