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Abstract
Delicate particulate matter (PM2.5) is a serious threat to human health and the environment that requires continuous monitoring. This study was conducted to conduct a spatiotemporal analysis and health risk assessment of PM2.5 in Jalalabad city in 2024. PM2.5 was estimated based on MODIS Aerosol Optical Depth (AOD), spatial distribution was mapped using the Spline with Barriers method in ArcGIS; temporal changes were analyzed using Excel; and health risk assessment was performed using the Ostro formula. The results show that the PM2.5 level reached 279.287 µg/m³ in the central and industrial zones, well above the WHO and national standards. The results of the seasonal analysis show that the highest level was recorded in summer at 265.937 µg/m³. These findings indicate serious health risks and highlight the need for monitoring and management based on GIS and remote sensing.
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References
- Ahmadzai, S. (2017). AFG: Energy supply improvement investment program (Tranche 4). Asian Development Bank. Link
- Agrawal, G., Mohan, D., & Rahman, H. (2021). Ambient air pollution in selected small cities in India: Observed trends and future challenges. IATSS Research, 45(1), 19–30. https://doi.org/10.1016/j.iatssr.2020.09.004
- Bai, H., Zheng, Z., Zhang, Y., Huang, H., & Wang, L. (2021). Comparison of satellite-based PM2.5 estimations from aerosol optical depth and top-of-atmosphere reflectance. Aerosol and Air Quality Research, 21(2), 200257. https://doi.org/10.4209/aaqr.200257
- Butt, H. D. (2023). China’s Belt and Road Initiative 2.0: A recipe for development—A case study of the CPEC. In Tidal view from Boao: Building Belt and Road in the past decade (pp. 120–135). Springer. https://doi.org/10.1007/978-981-99-3746-5_10
- Iqbal, A. R. (2024). Exploration of drinking water using vertical electrical sounding method in Behsud District, Nangarhar Province, Afghanistan. Journal of Hydrogeology and Environmental Studies, 6(1), 45–56. https://doi.org/10.5678/jhes.2024.06105
- Islam, M. S., Roy, S., Tusher, T. R., Rahman, M., & Harris, R. C. (2023). Assessment of spatio-temporal variations in PM2.5 and associated long-range air mass transport and mortality in South Asia. Remote Sensing, 15(20), 4975. https://doi.org/10.3390/rs15204975
- Kaiwaan, A., & Stanakzai, M. A. (2025). Environmental impact assessment of road construction in Afghanistan: A case study of Jalalabad city. Eídos, 18(25), 91–103. https://doi.org/10.5377/eidos.v18i25.15547
- Pope, C. A. (2000). Epidemiology of fine particulate air pollution and human health: Biologic mechanisms and who’s at risk? Environmental Health Perspectives, 108(S4), 713–723. https://doi.org/10.1289/ehp.00108s4713
- Qiao, Y. (2015). Improving remote sensing of aerosol optical depth over land by polarimetric measurements at 1640 nm: Airborne test in North China. Remote Sensing, 7(5), 6240–6256. https://doi.org/10.3390/rs70506240
- Safi, H. U., Behsoodi, M. M., & Shirzad, W. (2024). Eco-friendly urban design: Investigating innovative approaches and sustainable construction practices across Afghanistan’s diverse climate zones. Urbana, 25(1), 1–21. https://doi.org/10.47785/urbana.2024.25101
- Song, Y., Huang, B., He, Q., Chen, B., Wei, J., & Mahmood, R. (2019). Dynamic assessment of PM2.5 exposure and health risk using remote sensing and geo-spatial big data. Environmental Pollution, 253, 288–296. https://doi.org/10.1016/j.envpol.2019.07.025
- Tariq, S., Mariam, A., & Mehmood, U. (2023). Long-term spatiotemporal trends and health risk assessment of remotely sensed PM2.5 concentrations in Nigeria. Environmental Pollution, 324, 121382. https://doi.org/10.1016/j.envpol.2023.121382
- Torabi, E., & Nogami, A. (2016, October). Environmental assessment of suspended particulate matter over the Kabul City, Afghanistan. In Proc. 44th Annual Meeting of Environmental Systems Research, Conference of Japan Society of Civil Engineers (pp. 211–219). Tokyo Metropolitan University, Tokyo, Japan. https://doi.org/10.11532/proce1983.44.0_211
- Waseq, W. M. (2020). The impact of air pollution on human health and environment with mitigation measures to reduce air pollution in Kabul, Afghanistan. International Journal of Healthcare Sciences, 8(1), 12–19. Link
- World Health Organization. (2000). Chapter 7.3: Particulate matter. In Air quality guidelines for Europe (pp. 186–193). WHO Regional Office for Europe. https://apps.who.int/iris/handle/10665/107335
- World Health Organization. (2021). Health impact assessment of air pollution: Introductory manual to AirQ+ (No. WHO/EURO: 2020-1557-41308-56210). WHO Regional Office for Europe. https://apps.who.int/iris/handle/10665/345365
- Xu, D., Lin, W., Gao, J., Jiang, Y., Li, L., & Gao, F. (2022). PM2.5 exposure and health risk assessment using remote sensing data and GIS. International Journal of Environmental Research and Public Health, 19(10), 6154. https://doi.org/10.3390/ijerph19106154
- Yang, L., Li, C., & Tang, X. (2020). The impact of PM2.5 on the host defense of respiratory system. Frontiers in Cell and Developmental Biology, 8, 91. https://doi.org/10.3389/fcell.2020.00091
- Zhang, Y., Li, Z., Bai, K., Wei, Y., Xie, Y., Zhang, Y., & Li, D. (2021). Satellite remote sensing of atmospheric particulate matter mass concentration: Advances, challenges, and perspectives. Fundamental Research, 1(3), 240–258. https://doi.org/10.1016/j.fmre.2021.05.004
- Zhao, X. (2014). Remote sensing of aerosols over land using satellite data-corrected AOD from an AERONET Lidar Climate Research Facility in Howard University. International Journal of Astrophysics and Space Science, 2(2), 8–15. https://doi.org/10.11648/j.ijass.20140202.11
References
Ahmadzai, S. (2017). AFG: Energy supply improvement investment program (Tranche 4). Asian Development Bank. Link
Agrawal, G., Mohan, D., & Rahman, H. (2021). Ambient air pollution in selected small cities in India: Observed trends and future challenges. IATSS Research, 45(1), 19–30. https://doi.org/10.1016/j.iatssr.2020.09.004
Bai, H., Zheng, Z., Zhang, Y., Huang, H., & Wang, L. (2021). Comparison of satellite-based PM2.5 estimations from aerosol optical depth and top-of-atmosphere reflectance. Aerosol and Air Quality Research, 21(2), 200257. https://doi.org/10.4209/aaqr.200257
Butt, H. D. (2023). China’s Belt and Road Initiative 2.0: A recipe for development—A case study of the CPEC. In Tidal view from Boao: Building Belt and Road in the past decade (pp. 120–135). Springer. https://doi.org/10.1007/978-981-99-3746-5_10
Iqbal, A. R. (2024). Exploration of drinking water using vertical electrical sounding method in Behsud District, Nangarhar Province, Afghanistan. Journal of Hydrogeology and Environmental Studies, 6(1), 45–56. https://doi.org/10.5678/jhes.2024.06105
Islam, M. S., Roy, S., Tusher, T. R., Rahman, M., & Harris, R. C. (2023). Assessment of spatio-temporal variations in PM2.5 and associated long-range air mass transport and mortality in South Asia. Remote Sensing, 15(20), 4975. https://doi.org/10.3390/rs15204975
Kaiwaan, A., & Stanakzai, M. A. (2025). Environmental impact assessment of road construction in Afghanistan: A case study of Jalalabad city. Eídos, 18(25), 91–103. https://doi.org/10.5377/eidos.v18i25.15547
Pope, C. A. (2000). Epidemiology of fine particulate air pollution and human health: Biologic mechanisms and who’s at risk? Environmental Health Perspectives, 108(S4), 713–723. https://doi.org/10.1289/ehp.00108s4713
Qiao, Y. (2015). Improving remote sensing of aerosol optical depth over land by polarimetric measurements at 1640 nm: Airborne test in North China. Remote Sensing, 7(5), 6240–6256. https://doi.org/10.3390/rs70506240
Safi, H. U., Behsoodi, M. M., & Shirzad, W. (2024). Eco-friendly urban design: Investigating innovative approaches and sustainable construction practices across Afghanistan’s diverse climate zones. Urbana, 25(1), 1–21. https://doi.org/10.47785/urbana.2024.25101
Song, Y., Huang, B., He, Q., Chen, B., Wei, J., & Mahmood, R. (2019). Dynamic assessment of PM2.5 exposure and health risk using remote sensing and geo-spatial big data. Environmental Pollution, 253, 288–296. https://doi.org/10.1016/j.envpol.2019.07.025
Tariq, S., Mariam, A., & Mehmood, U. (2023). Long-term spatiotemporal trends and health risk assessment of remotely sensed PM2.5 concentrations in Nigeria. Environmental Pollution, 324, 121382. https://doi.org/10.1016/j.envpol.2023.121382
Torabi, E., & Nogami, A. (2016, October). Environmental assessment of suspended particulate matter over the Kabul City, Afghanistan. In Proc. 44th Annual Meeting of Environmental Systems Research, Conference of Japan Society of Civil Engineers (pp. 211–219). Tokyo Metropolitan University, Tokyo, Japan. https://doi.org/10.11532/proce1983.44.0_211
Waseq, W. M. (2020). The impact of air pollution on human health and environment with mitigation measures to reduce air pollution in Kabul, Afghanistan. International Journal of Healthcare Sciences, 8(1), 12–19. Link
World Health Organization. (2000). Chapter 7.3: Particulate matter. In Air quality guidelines for Europe (pp. 186–193). WHO Regional Office for Europe. https://apps.who.int/iris/handle/10665/107335
World Health Organization. (2021). Health impact assessment of air pollution: Introductory manual to AirQ+ (No. WHO/EURO: 2020-1557-41308-56210). WHO Regional Office for Europe. https://apps.who.int/iris/handle/10665/345365
Xu, D., Lin, W., Gao, J., Jiang, Y., Li, L., & Gao, F. (2022). PM2.5 exposure and health risk assessment using remote sensing data and GIS. International Journal of Environmental Research and Public Health, 19(10), 6154. https://doi.org/10.3390/ijerph19106154
Yang, L., Li, C., & Tang, X. (2020). The impact of PM2.5 on the host defense of respiratory system. Frontiers in Cell and Developmental Biology, 8, 91. https://doi.org/10.3389/fcell.2020.00091
Zhang, Y., Li, Z., Bai, K., Wei, Y., Xie, Y., Zhang, Y., & Li, D. (2021). Satellite remote sensing of atmospheric particulate matter mass concentration: Advances, challenges, and perspectives. Fundamental Research, 1(3), 240–258. https://doi.org/10.1016/j.fmre.2021.05.004
Zhao, X. (2014). Remote sensing of aerosols over land using satellite data-corrected AOD from an AERONET Lidar Climate Research Facility in Howard University. International Journal of Astrophysics and Space Science, 2(2), 8–15. https://doi.org/10.11648/j.ijass.20140202.11