Authors
Affiliations
1 Global Change and Sustainable Development Research Institute, Ha Noi, Vietnam; csdlvientoancau@gmail.com; vukhanhvy.forwork@gmail.com; tbinh2009@gmail.com; lam.nq03122000@gmail.com; hiep.nh1407@gmail.com
2 Hanoi University of Mining and Geology, Hanoi, Viet Nam; nguyenquocphi@humg.edu.vn
3 Department of Climate Change, Hanoi, Vietnam; chuthanhhuong@gmail.com
4 Water Resources Institute, Ha Noi, Vietnam; linhlevan6527@gmail.com
5 Ha Noi University for Natural Resources and Environment, Ha Noi, Vietnam; vducmanh@hunre.edu.vn
*Corresponding author: vukhanhvy.forwork@gmail.com; Tel.: +84–355606128
Abstracts
The implementation of monitoring to evaluate the concentrations of PM10 and PM2.5 dust in recent times, especially in major cities, is deemed essential as these are major contributors to adverse health effects. This study has preliminarily assessed the trends of dust concentrations at different monitoring stations, specifically 10 monitoring stations in Hanoi during the period 2018-2021. The non-parametric Mann-Kendall test and Sen's slope estimator were applied to determine the trend and significance of pollutants. The results indicate that the average concentration of PM10 was approximately 70.49 µg/m3 and PM2.5 was around 40.51 µg/m3, both exceeding QCVN 05:2023/BTNMT standards. The trend in PM10 and PM2.5 concentrations showed a general decrease, although the decrease in PM10 was more significant (5/10 stations with p < 0.05), the decrease in PM2.5 was not significant (0/10 stations with p < 0.05). The study’s findings have also contributed to aiding managers in monitoring and devising specific measures to reduce dust pollution in urban areas in the future.
Keywords
Cite this paper
An, D.D.; Phi, N.Q.; Binh, D.T.T.; Huong, C.T.T.; Linh, L.V.; Lam, N.Q.; Vy, V.K.; Hiep, N.H.; Manh, V.D. Assessment of the trend in PM10 and PM2.5 concentrations during the period 2018-2021 in the Hanoi area. J. Hydro-Meteorol. 2025, 22, 1–9.
References
1. Soni, D.K.; Singh, Y.P.; Singh, V.; Rawat, V. Trend analysis of air quality of greater noida using Mann–Kendall and Sen’s Slope methods in international conference on trends and recent advances in civil engineering. Springer 2022, 1–9.
2. Jaiswal, A.; Samuel, C.; Kadabgaon, V.M. Statistical trend analysis and forecast modeling of air pollutants. Glob J. Environ. Sci. Manag. 2018, 4(4), 427–438.
3. Gowthaman, T.; Kumar, S.; Bhattacharyya, B. Detecting air pollutants trends using Mann-Kendall tests and Sen’s slope estimates. Environ. Conserv. J. 2023, 24(3), 157–166.
4. Hanoi City Statistics Office. Report on socio-economic situation for the fourth quarter and the year, 2023.
5. Bang, H.Q. Research on developing emission maps of air pollutants for forecasting and controlling air pollution in the key economic region of Northern Vietnam. 2022.
6. Amann, M.; et al. Future air quality in Ha Noi and northern Vietnam. 2019.
7. Le, H.A.; Khoi, N.Q.; Mallick, J. Integrated emission inventory and modelling to assess the distribution of particulate matters from rice straw open burning in Hanoi, Vietnam. Atmos. Pollut Res. 2022, 13(5), 101416.
8. Vo, L.H.T.; Yoneda, M.; Nghiem, T.D.; Shimada, Y.; Van, D.A.; Nguyen, T.T.T.; Nguyen, T.T. Indoor PM0.1 and PM2.5 in Hanoi: Chemical characterization, source identification, and health risk assessment. Atmos. Pollut. Res. 2022, 13(2), 101324. https://doi.org/10.1016/j.apr.2022.101324.
9. Hai, C.D.; Oanh, N.T.K. Effects of local, regional meteorology and emission sources on mass and compositions of particulate matter in Hanoi. Atmos. Environ. 2013, 78, 105–112.
10. Makkonen, U.; Vestenius, M.; Huy, L.N.; Anh, N.T.N.; Linh, P.T.V.; Thuy, P.T.; Phuong, H.T.M.; Nguyen, H.; Thuy, L.T.; Aurela, M.; Hellen, H.; Loven, K.; Kouznetsov, R.; Katriina Kyllönen, K.; Teinilä, K.; Oanh, N.T.K. Chemical composition and potential sources of PM2.5 in Hanoi. Atmos. Environ. 2023, 299, 119650.
11. Ngo, T.X.; Pham, H.V.; Phan, H.D.T.; Nguyen, A.T.N.; To, H.T.; Nguyen, T.T.N. A daily and complete PM2.5 dataset derived from space observations for Vietnam from 2012 to 2020. Sci. Total Environ. 2023, 857, 159537.
12. Vuong, T.B.; Ha, L.A.; Mai, D.K.; Nguyen, H.T. Characteristics of fine dust pollution PM₂.₅ in Hanoi in 2021. Nucl. Sci. Technol. 2023, 13(4), 1–10.
13. Chifflet, S.; Guyomarc'h, L.; Dominutti, P.; Heimbürger-Boavida, L.E.; Bernard Angeletti, B.; Pascale Louvat, P.; Jaffrezo, J.L.; Vu, C.T.; Gaelle Uzu, G.; Mari, X. Seasonal variations of metals and metalloids in atmospheric particulate matter (PM2.5) in the urban megacity Hanoi. Atmos. Pollut. Res. 2024, 15(1), 101961.
14. Luong, N.D.; Hieu, B.T.; Hiep, N.H. Contrasting seasonal pattern between ground-based PM2.5 and MODIS satellite-based aerosol optical depth (AOD) at an urban site in Hanoi, Vietnam. Environ. Sci. Pollut. Res. 2021, 29, 1–12.
15. Ly, B.T.; Matsumi, Y.; Vu, T.V.; Sekiguchi, K.; Nguyen, T.T.; Pham, C.T.; Nghiem, T.D.; Ngo, I.H.; Kurotsuchi, Y.; Nguyen, T.H.; Nakayama, T. The effects of meteorological conditions and long-range transport on PM2.5 levels in Hanoi revealed from multi-site measurement using compact sensors and machine learning approach. J. Aerosol. Sci. 2021, 152, 105716.
16. Hien, P.D.; Bac, V.T.; Tham, H.C.; Nhan, D.D.; Vinh, L.D. Influence of meteorological conditions on PM2.5 and PM2.5−10 concentrations during the monsoon season in Hanoi, Vietnam. Atmos. Environ. 2002, 36(21), 3473–3484.
17. Trinh, T.T.; Nguyen, T.A.T. Research on effects of temperature inversions to concentration of particulate metter (PM2.5) in the atmosphere in Hanoi. VNU J. Sci. Earth Environ. Sci. 2018, 34(3).
18. Nguyen, T.P.M.; Bui, T.H.; Nguyen, M.K.; Ta, T.N.; Tran, T.M.H.; Nguyen, Y.N. Assessing pollution characteristics and human health risk of exposure to PM2.5-bound trace metals in a suburban area in Hanoi, Vietnam. Hum. Ecol. Risk. Assess. An. Int. J. 2022, 28(3–4), 433–454.
19. Nhung, N.T.T.; Jegasothy, E.; Ngan, N.T.K.; Truong, N.X.; Thanh, N.T.N.; Marks, G.B.; Morgan, G.G. Mortality burden due to exposure to outdoor fine particulate matter in Hanoi, Vietnam: health impact assessment. Int. J. Public Health 2022, 67, 1604331.
20. Mann, H.B. Nonparametric tests against trend. Econom. J. Econom. Soc. 1945, 245–259.
21. Forthofer, R.N.; Lehnen, R.G. Rank correlation methods. In: Public Program Analysis. Springer, Boston, MA, 1981, pp. 146–163.
22. Kitayama, K.; Seto, S.; Sato, M.; Hara, H. Increases of wet deposition at remote sites in Japan from 1991 to 2009. J. Atmos. Chem. 2012, 69, 33–46.
23. Hirsch, R.M.; Slack, J. R.; Smith, R. A. Techniques of trend analysis for monthly water quality data. Water Resour. Res. 1982, 18(1), 107–121.
24. Sen, P.K. Estimates of the regression coefficient based on Kendall’s tau. J. Am. Stat. Assoc. 1968, 63(324), 1379–1389.
25. Ouma, Y.O.; Keitsile, A.; Lottering, L.; Nkwae B.; Odirile, P. Spatiotemporal empirical analysis of particulate matter PM2.5 pollution and air quality index (AQI) trends in Africa using MERRA-2 reanalysis datasets (1980–2021). Sci. Total Environ. 2024, 912, 169027.
26. Connor, J.A.; Farhat, S.K.; Vanderford, M. GSI Mann-Kendall toolkit for quantitative analysis of plume concentration trends. Groundwater 2014, 52(6), 819–820.
27. Ngo, K.Q.; Hoang, L.A.; Ho, B.Q.; Harris, N.R.P.; Drew, G.H.; Mead, M.I. Street-scale dispersion modelling framework of road-traffic derived air pollution in Hanoi, Vietnam. Environ. Res. 2023, 233, 116497. Doi: 10.1016/j.envres.2023.116497.
28. Dominutti, P.A.; Mari, X.; Jaffrezo, J.L.; Dinh, V.T.N.; Chifflet, S.; Guigue, C.; Guyomarc'h, L.; Vu, C.T.; Darfeuil, S.; Ginot, P.; Elazzouzi, R.; Mhadhbi, T.; Voiron, C.; Martinot, P.; Uzu, G. Disentangling fine particles (PM2.5) composition in Hanoi, Vietnam: Emission sources and oxidative potential. Sci. Total Environ. 2024, 923, 171466.
29. Zhao, X.; Zhang, X.; Xu, X.; Xu, J.; Meng, W.; Pu, W. Seasonal and diurnal variations of ambient PM2.5 concentration in urban and rural environments in Beijing. Atmos. Environ. 2009, 43(18), 2893–2900.
30. Padró-Martínez, L.T.; Patton, A.P.; Trull, J.B.; Zamore, W.; Brugge, D.; Durant, J.L. Mobile monitoring of particle number concentration and other traffic-related air pollutants in a near-highway neighborhood over the course of a year. Atmos. Environ. 2012, 61, 253–264.
31. Li, X.; Ma, Y.; Wang, Y.; Liu, N.; Hong, Y. Temporal and spatial analyses of particulate matter (PM10 and PM2.5) and its relationship with meteorological parameters over an urban city in northeast China. Atmos. Res. 2017, 198, 185–193.
32. Dung, N.A.; Son, D.H.; Tri, D.Q. Effect of meteorological factors on PM10 concentration in Hanoi, Vietnam. J. Geosci. Environ. Prot. 2019, 7(11), 138.