Spatio-Temporal Assessment of Air Quality and AQI in Former Khanh Hoa Province, Vietnam (2021-2024) 10.32526/ennrj/24/20260091

Main Article Content

Le Viet Thang
Ho Minh Dung

Abstract

Air pollution has become an increasingly important environmental and public health concern, particularly in rapidly urbanizing coastal provinces. This study aimed to evaluate the spatio-temporal variation characteristics of key air quality parameters (TSP, SO₂, NO₂, and CO) and the Air Quality Index (AQI) in former Khanh Hoa Province during the period 2021-2024. Periodic monitoring data collected from 28 monitoring sites across four functional zones (North, South, West, and Central) were analyzed using descriptive statistics, seasonal comparison, Pearson correlation analysis, AQI calculation, and GIS-based spatial interpolation (IDW). The results showed that SO₂ and CO concentrations significantly decreased by 62% and 22%, respectively (p<0.05), while NO₂ remained relatively stable and TSP showed signs of increasing, particularly in 2024. TSP was identified as the dominant pollutant, accounting for more than 95% of AQI deterioration and frequently exceeding the annual average standard in the Central region. Overall air quality was generally classified as “Good” and “Moderate”; however, localized pollution hotspots and short-term unhealthy AQI events were observed, especially during the dry season in urbanized areas with high traffic density and intensive construction activities. Pearson correlation analysis revealed that humidity and wind speed played important roles in pollutant dispersion and washout effects, while noise levels showed significant positive correlations with TSP, NO₂, and CO, indicating the strong influence of transportation-related emissions. These findings suggest that air quality management should prioritize TSP source control, particularly in the Central region, and strengthen seasonal monitoring strategies to support sustainable environmental management in rapidly developing coastal provinces of Vietnam.

Article Details

How to Cite
Thang, L. V., & Dung, H. M. (2026). Spatio-Temporal Assessment of Air Quality and AQI in Former Khanh Hoa Province, Vietnam (2021-2024): 10.32526/ennrj/24/20260091. Environment and Natural Resources Journal, xx. retrieved from https://ph02.tci-thaijo.org/index.php/ennrj/article/view/264107
Section
Original Research Articles

References

Ali D, Singh M, Khan AA, Vidyarthi AK, Ahmed S. Impact of meteorological drivers on air quality index: A case study from Delhi. Environmental Pollution 2026;388:Article No. 127324.

Alsowaidan S, Al-Hurban A, Alsaber A, Anbar A. Assessment of seasonal variations in the air quality index (2019-2022) in Al-Jahra city, Kuwait. Kuwait Journal of Science 2024; 51(4):Article No. 100280.

Dadhich AP, Goyal R, Dadhich PN. Assessment of spatio-temporal variations in air quality of Jaipur city, Rajasthan, India. The Egyptian Journal of Remote Sensing Space Science 2018;21(2):173-81.

Dang HAH, Trinh TA. The beneficial impacts of COVID-19 lockdowns on air pollution: evidence from Vietnam. The Journal of Development Studies 2022;58(10):1917-33.

Dang LKT, Vu HV. Air quality prediction in Hanoi using a deep learning approach. Science on Natural Resources and Environment 2024;54:172-9.

Department of Natural Resources and Environment of Khanh Hoa Province (DONRE Khanh Hoa). Report of Environmental Quality Monitoring Results in Khanh Hoa Province Monitoring Area for the Years 2021, 2022, 2023, and 2024. DONRE Khanh Hoa; 2025.

Goldberg MS, Burnett RT, Bailar JC, Tamblyn R, Ernst P, Flegel K, et al. Identification of persons with cardiorespiratory conditions who are at risk of dying from the acute effects of ambient air particles. Environmental Health Perspectives 2001;109(Suppl 4):487-94.

Hien P, Bac V, Tham H, Nhan D, Vinh L. Influence of meteorological conditions on PM2.5 and PM2.5-10 concentrations during the monsoon season in Hanoi, Vietnam. Atmospheric Environment 2002;36(21):3473-84.

Ho QB, Vu K, Nguyen HD, Nguyen T, Nguyen H, Do L, et al. Assessment of air quality and health impact in Hanoi (Vietnam) due to traffic emission—Seasonal analysis and traffic emission reduction scenarios. Atmosphere 2025;16(11):Article No. 1301.

Jang E, Do W, Park G, Kim M, Yoo E. Spatial and temporal variation of urban air pollutants and their concentrations in relation to meteorological conditions at four sites in Busan, South Korea. Atmospheric Pollution Research 2017;8(1):89-100.

Khanh Hoa Provincial People's Committee (Khanh Hoa PPC). Report on the Khanh Hoa Provincial Planning for the Period 2021-2030, with a Vision to 2050. Khanh Hoa PPC; 2023.

Lang TT, Thao TQ, Hien NT, Van Trinh TT, Huy NN. Environmental challenges and air pollution in Bac Lieu, Vietnam: assessing sources and impacts. Journal of Umm Al-Qura University for Applied Sciences 2025;11:169-84.

Li L, Qian J, Ou CQ, Zhou YX, Guo C, Guo Y. Spatial and temporal analysis of Air Pollution Index and its timescale-dependent relationship with meteorological factors in Guangzhou, China, 2001-2011. Environmental Pollution 2014;190:75-81.

Lu D, Xu J, Yang D, Zhao J. Spatio-temporal variation and influence factors of PM2.5 concentrations in China from 1998 to 2014. Atmospheric Pollution Research 2017;8(6):1151-9.

Lu F, Yuan Y, Hong F, Hao L. Spatiotemporal variations and trends of air quality in major cities in Guizhou. Frontiers in Environmental Science 2023;11:Article No. 1254390.

Makinde P, Idowu A, Pokauh E, Priscilla A. Urban air pollution: Sources, impacts, and sustainable mitigation strategies for a cleaner future. World Journal of Advanced Research and Reviews 2023;20(01):1298-313.

Ministry of Natural Resources and Environment (MONRE). QCVN 05:2023/BTNMT - National Technical Regulation on Air Quality. Ha Noi: MONRE; 2023.

Ministry of Natural Resources and Environment (MONRE). QCVN 26:2010/BTNMT - National Technical Regulation on Noise. Ha Noi: MONRE; 2010.

Nghiem T-D, Mac D-H, Nguyen A-D, Le NC. An integrated approach for analyzing air quality monitoring data: A case study in Hanoi, Vietnam. Air Quality, Atmosphere Health 2021;14(1):7-18.

Nguyen CD. Climate assessment of Khanh Hoa Province. Journal of Hydro-Meteorology 2003;512:1-7.

Nguyen GTH, La LT, Hoang-Cong H, Le AH. An exploration of meteorological effects on PM2.5 air quality in several provinces and cities in Vietnam. Journal of Environmental Sciences 2024;145:139-51.

Nguyen TH, Hung NT, Nagashima T, Lam YF, Doan Q-V, Kurokawa J, et al. Development of current and future high-resolution gridded emission inventory of anthropogenic air pollutants for urban air quality studies in Hanoi, Vietnam. Urban Climate 2022;46:Article No. 101334.

Nguyen VK, Tong TP, Do TL, Tran DA. Heavy rainfall in Khanh Hoa province - causes and frequency. Journal of Hydro-Meteorology 2013;635:1-8.

Nguyen XT, Le TT, Nguyen KH, Nguyen TTT, Luu TPK. Assessing air pollution and seasonal variations in Dong Nai Province, Vietnam: A geospatial analysis of key air quality parameters (2022-2023). Urban Climate 2025;61:Article No. 102475.

Pham MT, Le MLT, Nguyen HT, Tran HTT. Research to assess the trend and degree of extreme temperature change in Khanh Hoa province in the period 1981-2020. Journal of Hydrometeorology 2023;750(1):53-66.

Pham NQ, Nguyen GT. Assessing air quality using multivariate statistical approaches. Civil Engineering Journal 2024; 10(2):521-33.

Pope III CA, Burnett RT, Thun MJ, Calle EE, Krewski D, Ito K, et al. Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. Jama 2002;287(9):1132-41.

Rad AK, Shamshiri RR, Naghipour A, Razmi S-O, Shariati M, Golkar F, et al. Machine learning for determining interactions between air pollutants and environmental parameters in three cities of Iran. Sustainability 2022;14(13):Article No. 8027.

Rakholia R, Le Q, Ho BQ, Vu K, Carbajo RS. Multi-output machine learning model for regional air pollution forecasting in Ho Chi Minh City, Vietnam. Environment International 2023;173:Article No. 107848.

Sharma D, Mauzerall D. Analysis of air pollution data in India between 2015 and 2019. Aerosol Air Quality Research 2022;22(2):Article No. 210204.

Shrestha S, Kazama F. Assessment of surface water quality using multivariate statistical techniques: A case study of the Fuji river basin, Japan. Environmental Modelling Software 2007;22(4):464-75.

Tian X, Zhang C, Liu H, Zhang B, Lu C, Jiao P, et al. Research on air quality in response to meteorological factors based on the informer model. Sustainability 2024;16(16):Article No. 6794.

Tu TN, Tran VS. Study on the wind characteristics in the southern central region. Journal of Hydro-Meteorology 2018(691):50-9.

Vietnam Environment Administration (VEA). Decision No. 1459/QD-TCMT on the Issuance of Technical Guidelines for Calculating and Publishing the Vietnam Air Quality Index (VN_AQI). Ha Noi: VEA; 2019.

Vorapracha P, Phonprasert P, Khanaruksombat S, Pijarn N. A comparison of spatial interpolation methods for predicting concentrations of particle pollution (PM10). International Journal of Chemical, Environmental Biological Sciences 2015;3(4):302-6.

Watcharavitoon P, Chio CP, Chan CC. Temporal and spatial variations in ambient air quality during 1996-2009 in Bangkok, Thailand. Aerosol Air Quality Research 2013;13(6):1741-54.

World Health Organization (WHO). Air pollution [Internet]. 2024 [cited 2026 Feb 10]. Available from: https://www.who.int/ health-topics/air-pollution#tab=tab_1.

World Health Organization (WHO). Air Pollution and Child Health: Prescribing Clean Air Summary. Geneva, Switzerland; 2018.

Xia X, Du Z, Liu T, Xu K, Yuan C. The influence of meteorological factors and air pollution on acute cardiovascular and cerebrovascular events in Western Guizhou. Scientific Reports 2025;15(1):Article No. 22676.

Xu W, Tian Y, Liu Y, Zhao B, Liu Y, Zhang X. Understanding the spatial-temporal patterns and influential factors on air quality index: The case of North China. International Journal of Environmental Research Public Health 2019;16(16):Article No. 2820.

Yan X, Wang J, Wu F, Bai J, Zhang X, Li G, et al. Spatial and temporal variation characteristics of air pollutants in coastal areas of China: From satellite perspective. Remote Sensing 2025;17(11):Article No. 1861.

Zaib S, Lu J, Bilal M. Spatio-temporal characteristics of air quality index (AQI) over Northwest China. Atmosphere 2022;13(3):Article No. 375.

Zhang J-B, Rong Y-M, Yin Q-F, Zhang P, Zhao L-R, Chen C-L. Spatiotemporal variation and influencing factors of TSP and anions in coastal atmosphere of Zhanjiang City, China. International Journal of Environmental Research and Public Health 2022;19(4):Article No. 2030.