journal article·2026-07-02Open access

Analysis of Air Quality in Three Slovenian Municipalities During the New Year Holiday Period

Aleksandar Šobot, Jasmina Starc, Nezmir Hodžić, Idris Babatunde Adeyemi, Lea Marija Colarič-Jakše, Diana Bilić-Šobot, Sergej Gričar

Applied Sciences· Volume 16· Issue 13

Abstract

Festive fireworks can substantially affect air quality by causing short-term increases in particulate matter (PM) concentrations. This study analysed spatial and temporal PM pollution patterns in three Slovenian municipalities—Novo mesto, Hrastnik, and Jesenice—during the 2025/2026 Christmas–New Year holiday period. Using descriptive statistics, threshold-based peak detection, temporal segmentation, Pearson correlation analysis, and normalized descriptive indicators, the study evaluated PM2.5, PM10, relative humidity, and CO2 levels from late December to mid-January. Results revealed pronounced short-term pollution episodes, with PM2.5 peaking at 109 µg/m3 in Novo mesto, 128 µg/m3 in Hrastnik, and 133 µg/m3 in Jesenice. Most peaks occurred during late-night and early-morning hours, although Jesenice showed a more dispersed peak pattern. Fine particles represented the dominant PM fraction, with mean PM2.5/PM10 ratios ranging from 0.91 to 0.93. Normalized indicators showed that Jesenice had the highest relative variability and peak-to-mean ratios despite the lowest average PM concentrations. These findings show that holiday-period air-quality assessment should consider not only average concentrations, but also short-term peak intensity, timing, and local pollution profiles.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Atmospheric chemistry and aerosols · Air Quality and Health Impacts · COVID-19 impact on air quality

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Faculty of Economics and Informatics, University of Novo Mesto, Na Loko 2, 8000 Novo Mesto, Slovenia

Faculty of Computer Science, Engineering and Economics, Østfold University of Applied Sciences, B R A Veien 4, 1757 Halden, Norway

Institute of Social Science, Social Science University of Ankara, Hükümet Meydanı No: 2, Ulus, 06050 Altındağ, Türkiye

Faculty of Business and Management Sciences, University of Novo Mesto, Na Loko 2, 8000 Novo Mesto, Slovenia

Landscape Governance College GRM Novo Mesto, Ljubljanska Cesta 28, 8000 Novo Mesto, Slovenia

Funding

Republic of Slovenia, the Ministry of Higher Education, Science and Innovation · European Union from the European Social Fund Plus · Slovenian Environmental Public Fund

References (49)

Show source-provided references
1. Effects of fireworks on air quality in the main urban area of Nanchong City during the Spring Festival of 2014–201910.4491/eer.2022.038 ↗
2. Incense powder and particle emission characteristics during and after burning incense in an unventilated room setting10.1007/s11869-018-0572-6 ↗
3. Extreme levels and chemistry of PM from consumer fireworks in the Netherlands10.1016/j.atmosenv.2019.04.046 ↗
4. Fireworks celebrations and air pollution: Evidence from the Chinese Lunar New Year10.1080/09640568.2023.2268268 ↗
5. Chemical characterization of PM10 and PM2.5 combusted firecracker particles during Diwali in Lucknow City, India: Air quality deterioration and health implications10.1007/s11356-022-21906-3 ↗
6. Determination of particulate matter emission factors of common pyrotechnic articles10.1002/prep.202000292 ↗
7. Influence of New Year’s fireworks on air quality—A case study from 2010 to 2021 in Augsburg, Germany10.1016/j.apr.2022.101341 ↗
8. Impacts of the Chinese Spring Festival on household PM2.5 pollution and blood pressure of rural residents10.1111/ina.12795 ↗
9. Airborne particles in the city center of Kuala Lumpur: Origin, potential driving factors, and deposition flux in human respiratory airways10.1016/j.scitotenv.2018.09.072 ↗
10. Toxicity of particles emitted by fireworks10.1186/s12989-020-00360-4 ↗
11. Fold, N.R., Allison, M.R., Wood, B.C., Thao, P.T.B., Bonnet, S., Garivait, S., Kamens, R., and Pengjan, S. (2020). An Assessment of Annual Mortality Attributable to Ambient PM2.5 in Bangkok, Thailand. Int. J. Environ. Res. Public Health, 17.10.3390/ijerph17197298 ↗
12. Measurement report: Firework impacts on air quality in Metro Manila, Philippines, during the 2019 New Year revelry10.5194/acp-21-6155-2021 ↗
13. Rodríguez-Trejo, A., Böhnel, H.N., Ibarra-Ortega, H.E., Salcedo, D., González-Guzmán, R., Castañeda-Miranda, A.G., Sánchez-Ramos, L.E., and Chaparro, M.A.E. (2024). Air quality monitoring with low-cost sensors: A record of the increase of PM2.5 during Christmas and New Year’s Eve celebrations in the city of Querétaro, Mexico. Atmosphere, 15.10.3390/atmos15080879 ↗
14. Rodríguez-Trejo, A., Ibarra-Ortega, H.E., Böhnel, H., González-Guzmán, R., Sánchez-Ramos, L.E., Castañeda-Miranda, A.G., Márquez-Ramírez, V.H., Chaparro, M.A.E., and Chaparro, M.A.E. (2024). Environmental impact of fireworks during the celebration of New Year’s Eve on air quality in an urban region: Querétaro, Mexico. Res. Artic., in preprint.10.21203/rs.3.rs-4214257/v1 ↗
15. Liu, X., Yang, L., Wang, Y., Yan, P., and Lu, Y. (2024). Effects of Fireworks Burning on Air Quality during the Chinese Spring Festival—Evidence from Zhengzhou, China. Toxics, 12.10.3390/toxics12010023 ↗
16. Ma, Q., Zhao, G., Cheng, K., Wu, Y., Zhang, R., Gu, L., Xue, J., Feng, W., Zhou, J., and Shen, X. (2025). Increased PM2.5 Caused by Enhanced Fireworks Burning and Secondary Aerosols in a Forested City of North China During the 2023–2025 Spring Festivals. Toxics, 13.10.3390/toxics13121009 ↗
17. Effects of residential customs on spatio-temporal pollution characteristics of fireworks burning during Chinese New Year10.1007/s13143-021-00246-1 ↗
18. Murray, J.-T., Lohatepanont, M., Sisniega Serrano, F., Perez Avendano, D., and Merchan-Merchan, W. (2025). Investigation of Airborne Particulate Matter from a Holiday Celebration in Central Oklahoma Using an Unmanned Aerial Vehicle (UAV). Appl. Sci., 15.10.3390/app15063151 ↗
19. Fireworks—A source of nanoparticles, PM2.5, PM10, and carbonaceous aerosols10.1007/s11869-021-01142-3 ↗
20. Effects of traffic and urban parks on PM10 and PM2.5 mass concentrations. Energy Sources A Recover
21. Analysis of PM10 and PM2.5 concentrations in an urban atmosphere in northern Spain10.1007/s00244-018-0581-3 ↗
22. Avram, S.E., Tudoran, L.B., Borodi, G., Filip, M.R., and Petean, I. (2025). Urban Traffic’s Influence on Noise and Particulate Matter Pollution. Sustainability, 17.10.3390/su17052077 ↗
23. Sources of the PM10 aerosol in Flanders, Belgium, and re-assessment of the contribution from wood burning10.1016/j.scitotenv.2016.04.074 ↗
24. In vitro oral and inhalation bioaccessibility of hydrophobic organic contaminants (HOCs) in airborne particles and influence of relevant parameters10.1016/j.envres.2018.12.025 ↗
25. Effects of exposure to ultrafine particles on heart rate in a healthy population10.1016/j.scitotenv.2018.09.385 ↗
26. Wu, G., Tian, W., Zhang, L., and Yang, H. (2022). The Chinese Spring Festival Impact on Air Quality in China: A Critical Review. Int. J. Environ. Res. Public Health, 19.10.3390/ijerph19159074 ↗
27. Chemistry and the linkages between air quality and climate change10.1021/acs.chemrev.5b00089 ↗
28. Chen, Y., Fan, M., Li, M., Li, Z., Tao, J., Wang, Z., and Chen, L. (2022). Himawari-8/AHI Aerosol Optical Depth Detection Based on Machine Learning Algorithm. Remote Sens., 14.10.3390/rs14132967 ↗
29. Impacts of particulate matter pollution on plants: Implications for environmental biomonitoring10.1016/j.ecoenv.2016.03.012 ↗
30. Zhang, L., Ou, C., Magana-Arachchi, D., Vithanage, M., Vanka, K.S., Palanisami, T., Masakorala, K., Wijesekara, H., Yan, Y., and Bolan, N. (2021). Indoor Particulate Matter in Urban Households: Sources, Pathways, Characteristics, Health Effects, and Exposure Mitigation. Int. J. Environ. Res. Public Health, 18.10.3390/ijerph182111055 ↗
31. Hime, N.J., Marks, G.B., and Cowie, C.T. (2018). A Comparison of the Health Effects of Ambient Particulate Matter Air Pollution from Five Emission Sources. Int. J. Environ. Res. Public Health, 15.10.3390/ijerph15061206 ↗
32. Long-term particulate matter exposure: Attributing health effects to individual PM components10.1080/10962247.2015.1020396 ↗
33. The response of plant photosynthesis and stomatal conductance to fine particulate matter (PM2.5) based on leaf factor analysis10.1007/s12374-018-0254-9 ↗
34. Xiao, K., Wang, Y., Wang, R., Hu, Z., Peng, S., Miao, Z., and Ge, Z. (2025). Physiological and Biochemical Adaptation of Common Garden Plants to Inorganic Nitrogen-Laden Fine Particulate Matter Stress. Horticulturae, 11.10.3390/horticulturae11030337 ↗
35. Sonwani, S., and Shukla, A. (2022). Impacts and Responses of Particulate Matter Pollution on Vegetation. Airborne Particulate Matter, Springer.10.1007/978-981-16-5387-2 ↗
36. Exposure to urban particulate matter and its association with human health risks10.1007/s11356-020-09132-1 ↗
37. Impact of particulate matter concentration on human health: A review
38. The impact of the New Year celebration on air pollution in Slovakia10.30564/jees.v6i3.7091 ↗
39. Roy, A., Mandal, M., Binha, S.K., Prasad, D., Popek, R., Przybysz, A., and Sarkar, A. (2025). Festive Pollution: A Global Concern—A Comparative Study of Diwali in India and New Year’s Eve in Poland. Atmosphere, 16.10.3390/atmos16040442 ↗
40. Short-term variability of particulate and gaseous emissions induced by fireworks during Diwali celebrations for two successive years in outdoor air of an urban area in Delhi, India10.1007/s42452-020-03906-5 ↗
41. Dias, D., and Tchepel, O. (2018). Spatial and Temporal Dynamics in Air Pollution Exposure Assessment. Int. J. Environ. Res. Public Health, 15.10.3390/ijerph15030558 ↗
42. Short-term variation in air quality associated with firework events: A case study10.1039/b211943a ↗
43. Particulate matter air pollution and respiratory impact on humans and animals10.1007/s11356-018-3344-9 ↗
44. Relationship between pulmonary function and indoor air pollution from coal combustion among adult residents in an inner-city area of southwest China10.1590/1414-431X20144084 ↗
45. Aerosol deposition in the human lung in reduced gravity10.1089/jamp.2013.1079 ↗
46. Seasonal dynamics of air pollution and health risks during festive periods in metropolitan and industrial zones of Eastern India10.1186/s12982-025-00908-9 ↗
47. Predicting spatiotemporal variations of PM2.5 concentrations during the Spring Festival for county-level cities in China using VIIRS-DNB data10.1016/j.atmosenv.2022.119484 ↗
48. Kalinauskaitė, A., Davulienė, L., Pauraite, J., Minderytė, A., and Byčenkienė, S. (2024). New Year fireworks influence on air quality in case of stagnant foggy conditions. Urban Sci., 8.10.3390/urbansci8020054 ↗
49. Impacts of fireworks on urban air quality during Spring Festivals of 2022–2024 in Shandong Province, China10.1007/s10661-025-13878-x ↗