Mapping Air Pollution and Respiratory Health: A GEE-Based Study on CO and NO₂ Exposure and ARI Incidence
Abstract
Banjarmasin, a city in South Kalimantan, faced significant challenges in 2024 due to the dual impacts of El Niño and traditional land-clearing activities, leading to widespread forest and land fires. These fires emit harmful air pollutants, notably carbon monoxide (CO) and nitrogen dioxide (NO2), thereby increasing the risk of Acute Respiratory Infections (ARI) among the population. This study was conducted to analyze the correlation between the concentration of these air pollutants and the incidence of ARI in Banjarmasin throughout 2024. Employing a retrospective research method, data on ARI cases were sourced from the Banjarmasin City Health Office. CO and NO2 concentrations were analyzed using the Google Earth Engine (GEE) with Sentinel-5P satellite imagery and subsequently visualized using ArcGIS. The linear regression test revealed that CO levels showed no significant association with ARI incidence (p = 0.552), accounting for only 22.69% of the variance. Similarly, NO2 levels were not significantly linked to ARI rates (p = 0.1163), accounting for only 3.65%. The findings suggest that, despite the presence of air pollutants from land fires, CO and NO2 have only a weak influence on the incidence of ARI in Banjarmasin.
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References
Amri, A., Akhirman, A., Rizki, C., Harianja, L. M., Prameswari, N., Vauzia, V., & Putri, W. N. (2024). Dampak bencana kebakaran hutan terhadap lingkungan dan upaya penanggulangan di Indonesia. Jurnal Riset Tindakan Indonesia, 9(2), 159-166.
Aoki, Y., Walker, N. M., Misumi, K., Mimura, T., Vittal, R., McLinden, A. P., & Lama, V. N. (2023). The mitigating effect of exogenous carbon monoxide on chronic allograft rejection and fibrosis post-lung transplantation. The Journal of Heart and Lung Transplantation, 42(3), 317-326.
Aristatia, N., & Yulyani, V. (2021). Analisis Faktor-Faktor Yang Berhubungan Dengan Kejadian Infeksi Saluran Pernafasan Akut (Ispa) Pada Balita Di Puskesmas Panjang Kota Bandar Lampung Tahun 2021. Indonesian Journal of Health and Medical, 1(4), 508-535.
Azhari, M., Nurjazuli, N., & Darundiati, Y. H. (2022). Hubungan Kadar Pencemaran SO2 Dan NO2 Dengan Incidence Rate ISPA Pada Balita Di Kota Cilegon Tahun 2018-2020. Jurnal Keselamatan Kesehatan Kerja dan Lingkungan, 3(1), 22-29.
Becker, M. E., Martin-Sancho, L., Simons, L. M., McRaven, M. D., Chanda, S. K., Hultquist, J. F., & Hope, T. J. (2024). Live imaging of airway epithelium reveals that mucociliary clearance modulates SARS-CoV-2 spread. Nature communications, 15(1), 9480.
Chen, Z., Liu, N., Tang, H., Gao, X., Zhang, Y., Kan, H., Deng, F., Zhao, B., Zeng, X., Sun, Y., Qian, H., Liu, W., Mo, J., Zheng, X., Huang, C., Sun, C., & Zhao, Z. (2022). Health effects of exposure to sulfur dioxide, nitrogen dioxide, ozone, and carbon monoxide between 1980 and 2019: A systematic review and meta-analysis. Indoor air, 32(11), e13170.
Croft, D. P., Burton, D. S., Nagel, D. J., Bhattacharya, S., Falsey, A. R., Georas, S. N., & McCall, M. N. (2021). The effect of air pollution on the transcriptomics of the immune response to respiratory infection. Scientific Reports, 11(1), 19436.
Falah, M., Lismayanti, L., Sari, N. P., Handayani, H., & Fadhilah, N. (2023). Lingkungan Fisik Rumah Penderita Infeksi Saluran Pernafasan Akut (ISPA) di Kota Tasikmalaya. JI-KES (Jurnal Ilmu Kesehatan), 6(2), 122-128.
Gusti, A., Iqbal, W., & Afifah, F. (2025). Komponen Fisik Rumah yang Berhubungan dengan Kejadian Infeksi Saluran Pernafasan Akut pada Nelayan. Jurnal Keselamatan Kesehatan Kerja dan Lingkungan, 6(1), 10-18.
Hartanto, N., Mauliya, D. J., Al fath’qi, R. R., Julpa, I. S., Fariz, T. R., Haris, A., & Jabbar, A. (2024). Kajian Konsentrasi Nitrogen Dioxide (NO2) dan Sulphur Dioxide (SO2) Di Pulau Kalimantan Menggunakan Google Earth Engine. Envirotek: Jurnal Ilmiah Teknik Lingkungan, 16(1). 48-52
Hidayat, M. T., Jayadipraja, E. A., Asrullah, M., & Astawa, K. W. (2024). Time Trend Analysis of Ambient Air Quality and Increased ISPA in Kendari City. Miracle Journal of Public Health, 7(1), 53-65.
Husna, S., Sakdiah, S., Idayati, R., Safri, M., & Mulia, V. D. (2022). Hubungan Sumber Polutan dalam Rumah dengan Kejadian ISPA pada Balita di Puskesmas Lubuk Sanai, Mukomuko, Bengkulu. Jurnal Kedokteran Nanggroe Medika, 5(1), 1-10.
Indriyaningtyas, S., Hasandy, L. R., & Dewantoro, B. E. B. (2021). Dinamika Konsentrasi Emisi Gas Karbon Monoksida (CO) Selama Periode Psbb Menggunakan Komputasi Berbasis Cloud Pada Google Earth Engine. Majalah Ilmiah Globe, 23(1), 35-42.
Jamal, S., Hengky, H. K., & Patintingan, A. (2022). Pengaruh Paparan Asap Rokok Dengan Kejadian Penyakit Ispa Pada Balita di puskesmas Lompoe Kota Parepare. Jurnal Ilmiah Manusia Dan Kesehatan, 5(1), 494-502.
Liu, C., Chen, R., Lei, J., Zhu, Y., Zhou, L., Meng, X., & Kan, H. (2023). Ambient Nitrogen Dioxide and Hospitalizations of Full-Spectrum Respiratory Diseases: A National Case-Crossover Study. Environment & Health, 1(2), 130-138.
Maharani, D., Azra, D. A., Aprilia, S., Ziqma, U., & Pontoh, R. S. (2021). Pengaruh Luas Kebakaran Hutan dan Lahan Terhadap Tingkat Pencemar Udara PM10. Jurnal Ekologi, Masyarakat Dan Sains, 2(2), 60-65.
Maharani, S. (2025). Analisis Dampak Pencemaran Udara terhadap Kesehatan Pernapasan Masyarakat Perkotaan. Journal of Medical and Health Sciences, 1(1), 10-15.
Perez, L., Tobias, A., Querol, X., Künzli, N., Pey, J., Alastuey, A., & Sunyer, J. (2008). Coarse particles from Saharan dust and daily mortality. Epidemiology, 19(6), 800-807
Prasetyo, A. P., & Syafei, A. D. (2022). Kajian Konsentrasi NO2, O3 Dan PM10 Di Udara Terhadap Kejadian Penyakit ISPA Pneumonia Dan Non-Pneumonia Di Wonorejo, Surabaya Dan Sekitarnya. Jurnal Purifikasi, 21(2), 80-92.
Putera, G. M. P., Suhartrono, E., Prihatini, N. S., Adhani, R., & Mahyudin, R. P. (2025). Synergizing Google Earth Engine For Potential Impact of Several Pollutants on Periodontal Disease Incidence In Banjarbaru, South Kalimantan, Indonesia. Revista de Gestão Social e Ambiental, 19(2), 1-12.
Xu, X., Yin, J., Yang, Y., Liu, H., Yu, J., Luo, X., & Song, X. (2024). Advances in co-pathogenesis of the united airway diseases. Respiratory Medicine, 107580.
Sari, R. S. E. (2021). Hubungan Kelembaban dan Kebiasaan Merokok Penghuni Di Dalam Rumah Dengan Penyakit ISPA Pada Balita. Jurnal Sanitasi Profesional Indonesia, 2(1), 11-19.
Song, J., Qiu, W., Huang, X., Guo, Y., Chen, W., Wang, D., & Zhang, X. (2023). Association of ambient carbon monoxide exposure with hospitalization risk for respiratory diseases: A time series study in Ganzhou, China. Frontiers in public health, 11, 1106336.
Togatorop, J. P. E., Perdana, A. R., Firdaush, R. B., Wulandari, I. P., & Saputra, A. H. (2023). Analisis Dampak Pemberlakuan PSBB Total Pertama terhadap Kualitas Udara NO2 dan CO di DKI Jakarta Menggunakan Citra Sentinel-5P. Jurnal Aplikasi Meteorologi, 2(1), 33-44.
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Submited : 9 July 2025Published : 1 August 2025
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