journal article·2025-03-14Open access

Investigation of Airborne Particulate Matter from a Holiday Celebration in Central Oklahoma Using an Unmanned Aerial Vehicle (UAV)

John-Thomas Murray, Mark Lohatepanont, Fernando Sisniega Serrano, Diego Perez Avendano, Wilson Merchan-Merchan

Applied Sciences· Volume 15· Issue 6

Abstract

Herein, a recently developed UAV/Drone approach as a new vector for the collection of airborne particulate matter is reported. In this study, airborne particle emissions from plumes generated in a holiday fireworks display were collected. A platform fabricated using a 3D printer was mounted on the drone, which allowed for particulate capture using double-sided carbon tape attached to aluminum disks. The drone platform was used to trap airborne samples from two types of plumes: high-altitude sampling (HAS), which relates to professional fireworks, and low-altitude sampling (LAS), associated with personal fireworks. Collected samples were studied using a Scanning Electron Microscope alongside Electron Dispersal X-ray Spectroscopy (EDX) for elemental composition analysis. The overall findings regarding the physical morphology reveal several key observations. Firstly, particles from professional fireworks are significantly larger and more spheroidal than those from personal fireworks. Secondly, both types of fireworks show a consistent trend in which some of the larger particles have finer particulates deposited on their surfaces. Lastly, the plumes produced by both types contain spheres that are either solid, hollow or exhibit a core–shell structure. EDX analysis revealed the presence of various types of metals within the samples. EDX analysis shows that the samples collected from the HAS and LAS contain particulates with common elements. However, the samples from the plume of professional fireworks appear to have Ba, Mg, and Fe compared to the samples from personal fireworks. These elements are known to be used in powerful fireworks to create colored displays. A proposed mechanism for particulate growth in fireworks is proposed and discussed.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Air Quality and Health Impacts · Vehicle emissions and performance · Atmospheric chemistry and aerosols

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

Affiliations

School of Aerospace and Mechanical Engineering, University of Oklahoma, Norman, OK 73019, USA

Mechanical Engineering, Cornell University, Ithaca, NY 14850, USA

Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC 27606, USA

Funding

National Science Foundation REU-Site: Unmanned Aerial Systems with Real-World Applications in Oklahoma

References (45)

Show source-provided references
1. Statistical evaluation of PM 10 and distribution of PM 1, PM 2.5, and PM 10 in ambient air due to extreme fireworks episodes (Diwali festivals) in megacity Delhi10.1007/s11069-011-9931-4 ↗
2. Impact of fireworks on ambient air quality: A case study10.1007/s13762-014-0518-y ↗
3. Influence of fireworks displays on the chemical characteristics of PM2.5 in rural and suburban areas in Central and East China10.1016/j.scitotenv.2016.10.212 ↗
4. Influences of Beehive Firework Displays on Ambient Fine Particles during the Lantern Festival in the YanShuei Area of Southern Taiwan10.4209/aaqr.2014.09.0201 ↗
5. Particulate oxidative burden associated with Firework activity10.1021/es1016284 ↗
6. Evaluation of health risk associated with fireworks activity at Central London10.1007/s11869-015-0384-x ↗
7. Plimpton, G. (1984). Fireworks, Doubleday & Co.
8. Impact of New Year’s Eve fireworks on the size resolved element distributions in airborne particles10.1016/j.envint.2019.04.071 ↗
9. Fireworks: A major source of inorganic and organic aerosols during Christmas and New Year in Mexico City
10. Effects of Independence Day fireworks on atmospheric concentrations of fine particulate matter in the United States10.1016/j.atmosenv.2015.05.065 ↗
11. Effects of fireworks on particulate matter concentration in a narrow valley: The case of the Medell´ın metropolitan area10.1007/s10661-019-7838-9 ↗
12. Parameters Influencing the Pyrotechnic Reaction10.1002/prep.200400082 ↗
13. Environmental impacts of fireworks on aerosol characteristics and radiative properties over a mega city, India10.1016/j.cacint.2020.100049 ↗
14. The air pollution during Diwali festival by the burning of fireworks in Jamshedpur city, India10.1016/j.uclim.2018.08.009 ↗
15. Variation of polycyclic aromatic hydrocarbons in atmospheric PM2.5 during winter haze period around 2014 Chinese Spring Festival at Nanjing: Insights of source changes, air mass direction and firework particle injection10.1016/j.scitotenv.2015.03.001 ↗
16. Recreational atmospheric pollution episodes: Inhalable metalliferous particles from firework displays10.1016/j.atmosenv.2006.09.019 ↗
17. Influences of fireworks on chemical characteristics of atmospheric fine and coarse particles during Taiwan’s Lantern Festival10.1016/j.atmosenv.2012.08.012 ↗
18. Chemical composition and source apportionment of PM2.5 during Chinese Spring Festival at Xinxiang, a heavily polluted city in North China: Fireworks and health risks10.1016/j.atmosres.2016.07.028 ↗
19. Study of temporal variation in ambient air quality during Diwali festival in India10.1007/s10661-009-1145-9 ↗
20. Individual Metal-Bearing Particles in a Regional Haze Caused by Firecracker and Firework Emissions10.1016/j.scitotenv.2012.10.109 ↗
21. New insights into the influences of firework combustion on molecular composition and formation of sulfur- and halogen-containing organic compounds10.1016/j.scitotenv.2024.172929 ↗
22. Effects of Air Pollution on Meteorological Parameters During Diwali Festival Over an Indian Urban Metropolis
23. Parra, R., Saud, C., and Espinoza, C. (2022). Simulating PM2.5. Concentrations duing New Year in Cuenca, Ecuador: Effects of Advancing the Time of Burning Activities. Toxics, 10.10.3390/toxics10050264 ↗
24. Lidar ceilometer observations and modeling of a fireworks plume in Vancouver, British Columbia10.1016/j.atmosenv.2008.06.047 ↗
25. Pyrotechnic Reaction Residue Particle Identification by SEM/EDS
26. Analysis of confiscated fireworks using Raman spectroscopy assisted with SEM-EDS and FTIR10.1002/jrs.2946 ↗
27. Firework displays as sources of particles similar to gunshot residue10.1016/j.scijus.2011.04.005 ↗
28. SEM-EDS and FTIR Characterization of Aerosols during Diwali and Post Diwali Festival over Delhi: Implications to Human Health10.13074/jent.2016.12.164212 ↗
29. Monitoring trace elements generated by automobiles: Air pollutants with possible health impacts10.1007/s11356-012-1383-1 ↗
30. Gu, J., Cai, X., Wang, Y., Guo, D., and Zeng, W. (2022). Evaluating the Effect of Nano-SiO2 on Different Types of Soils: A Multi-Scale Study. Int. J. Environ. Sci. Technol., 19.10.3390/ijerph192416805 ↗
31. Argente-García, A., Hakobyan, L., Guillem, C., and Campíns-Falcó, P. (2019). Estimating Diphenylamine in Gunshot Residues from a New Tool for Identifying both Inorganic and Organic Residues in the Same Sample. Separations, 6.10.3390/separations6010016 ↗
32. Toxicity, mechanism, and health effects of some heavy metals10.2478/intox-2014-0009 ↗
33. A preliminary study of combustion flame by digital image processing and residue for fireworks flashpowder10.1016/j.isatra.2024.07.026 ↗
34. Pyrotechnics in Fireworks10.2533/000942904777677687 ↗
35. In situ observation of electrochemical Ostwald ripening during sodium deposition10.1007/s12274-021-3861-6 ↗
36. Influence of annealing conditions on the formation of hollow Al2O3 microspheres studied by in situ ESEM10.1016/j.matchar.2016.01.018 ↗
37. Sugimoto, T. (2019). Chapter 4-Recrystallization. Monodispersed Particles, Elsevier B.V.. [2nd ed.].10.1016/B978-0-444-62749-0.00004-1 ↗
38. Measurements of the Temperature Inside an Explosive Fireball10.1115/1.4023561 ↗
39. Long-range transport and microscopy analysis of Sangay volcanic ashes in Ecuador
40. Evaluation of explosive sublimation as the mechanism of nanosecond laser ablation of tungsten under vacuum conditions10.1016/j.sab.2016.05.008 ↗
41. Analytical Techniques for the Analysis of Consumer Fireworks
42. Measuring the effect of fireworks on air quality in Minneapolis, Minnesota10.1007/s42452-022-05023-x ↗
43. Saporito, A., Gordon, T., Kim, B., Huynh, T., Khan, R., Raja, A., Terez, K., Camacho-Rivera, N., Gordon, R., and Gardella, J. (2024). Skyrocketing pollution: Assessing the environmental fate of July 4th fireworks in New York City. J. Expo. Sci. Environ. Epidemiol., 1–9.10.1038/s41370-024-00701-x ↗
44. Traffic-related air pollution near roadways: Discerning local impacts from background10.5194/amt-12-5247-2019 ↗
45. The effects of atmospheric stability with low wind speed and of air pollution on the accelerated transmission dynamics of COVID-1910.1080/00207233.2020.1802937 ↗