Abstract
Understanding the atmospheric concentration of pollen (which is one of the most common vectors of allergens) is necessary to determine the atmospheric allergen level. Airborne pollen concentrations were predominantly evaluated using volumetric and gravitational particle samplers. However, no previous studies have successfully shown whether these sampling methods can be used to evaluate actual airborne pollen concentrations. In this study, the relationship between wind speed and sampling efficiency was investigated to determine whether the influence of ambient wind speed on sampling efficiency was significant. To this end, the influence of wind speed was analyzed by comparing a volumetric sampler and a gravitational sampler. The experimental results indicate that an increase in the wind speed results in an increase in the sampling efficiency of the gravitational sampler because of fluctuations in the turbulence. Our simulation shows that when pollen is entrained in the turbulence, the changes in the wind speed, turbulence amplitude, and turbulence length influence the deposition rate of pollen on the gravitational sampler. These influences can be explained by the turbulence vibration model. These results show the inadequacy of existing evaluation methods, not only for pollen deposition data, but also for all types of bioaerosol deposition data.
Similar content being viewed by others
References
Bhat, M. M., & Rajasab, A. H. (1989). Efficiency of vertical cylinder spore trap and seven day volumetric Burkard spore trap in monitoring airborne pollen and fungal spores. Grana, 28, 147–153. https://doi.org/10.1080/00173138909429966
Bricchi, E., Frenguelli, G., & Mincigrucci, G. (2000). Experimental results about Platanus pollen deposition. Aerobiologia, 16, 347–352. https://doi.org/10.1023/A:1026701028901
Carinanos, P., Sanchez-Mesa, J. A., Prieto-Baena, J. C., Lopez, A., Guerra, F., & Moreno, C. (2002). Pollen allergy related to the area of residence in the city of Cordoba, south-west Spain. Journal of Environmental Monitoring, 4, 734–738. https://doi.org/10.1039/b205595c
Camacho, I. C., Caeiro, E., Ferro, R., Camacho, R., Camara, R., Grinn-Gofron, A., Smith, M., Strzelczak, A., Nunes, C., & Morais-Almeida, M. (2017). Spatial and temporal variation in the annual pollen index recorded by sites belonging to the Portuguese aerobiology network. Aerobiologia, 33, 265–279. https://doi.org/10.1007/s10453-016-9468-9
Chamecki, M., & Meneveau, C. (2011). Particle boundary layer above and downstream of an area source: Scaling, simulations, and pollen transport. Journal of Fluid Mechanics, 683, 1–26. https://doi.org/10.1017/jfm.2011.243
Cocke, E. C. (1937). Calculating pollen concentration of the air. The Journal of Allergy and Clinical Immunology, 8, 601–606. https://doi.org/10.1016/S0021-8707(37)90315-0
Cornell, R. G., Welch, S. F., & Hall, L. B. (1961). A comparison of gravimetric and volumetric pollen samplers. Journal of Allergy, 32, 128–134. https://doi.org/10.1016/0021-8707(61)90065-X
Crisp, H. C., Gomez, R. A., White, K. M., & Quinn, J. M. (2013). A side-by-side comparison of rotorod and burkard pollen and spore collections. Annals of Allergy, Asthma & Immunology, 111, 118–125. https://doi.org/10.1016/j.anai.2013.05.021
Davies, C. N. (1968). The entry of aerosols into sampling tubes and heads. Journal of Physics, 1, 921–932. https://doi.org/10.1088/0022-3727/1/7/314
Durham, O. C. (1946). The volumetric incidence of atmospheric allergens: IV. A proposed standard method of gravity sampling, counting and volumetric interpolation of results. Journal of Allergy, 17, 79–86.
Erkara, I. P., Cingi, C., Ayranci, U., Gurbuz, K. M., Pehlivan, S., & Tokur, S. (2009). Skin prick test reactivity in allergic rhinitis patients to airborne pollens. Environmental Monitoring and Assessment, 2151, 1–4. https://doi.org/10.1007/s10661-008-0284-8
Feinberg, S. M., & Steinberg, M. J. (1933). Studies in pollen potency. Journal of Allergy, 5, 19–28. https://doi.org/10.1016/S0021-8707(33)90166-5
Fiorina, A., Scordamaglia, A., Mincarini, M., Fregonese, L., & Canonica, G. W. (1997). Aerobiologic particle sampling by a new personal collector (Partrap FA52) in comparison to the Hirst (Burkard) sampler. Allergy, 52, 1026–1030. https://doi.org/10.1111/j.1398-9995.1997.tb02426.x
Galán, C., Smith, M., Thibaudon, M., Frenguelli, G., Oteros, J., Gehrig, R., Berger, U., Clot, B., Brandao, R., EAS QC Working Group, 2014. Pollen monitoring: minimum requirements and reproducibility of analysis. Aerobiologia, 30, 385–395. doi: https://doi.org/10.1007/s10453-014-9335-5
Hassan, M. S., & Lau, R. (2009). Effect of particle shape on dry particle inhalation: Study of flowability, aerosolization, and deposition properties. An Official Journal of the American Association of Pharmaceutical Scientists, 10, 1252–1262. https://doi.org/10.1208/s12249-009-9313-3
Hirst, J. M. (1952). An automatic volumetric spore trap. The Annals of Applied Biology, 39, 257–265. https://doi.org/10.1111/j.1744-7348.1952.tb00904.x
Heffer, M. J., Ratz, J. D., Miller, J. D., & Day, J. H. (2005). Comparison of the rotorod to other air samplers for the determination of Ambrosia artemisiifolia pollen concentrations conducted in the environmental exposure unit. Aerobiologia, 21, 233–239. https://doi.org/10.1007/s10453-005-9007-6
Hofmann, F., Kruse-Plass, M., Kuhn, U., Otto, M., Schlechtriemen, U., Schröder, B., Vögel, R., & Wosniok, W. (2016). Accumulation and variability of maize pollen deposition on leaves of European Lepidoptera host plants and relation to release rates and deposition determined by standardized technical sampling. Environmental Sciences Europe. https://doi.org/10.1186/s12302-016-0082-9
Hofmann, F., Otto, M., & Wosniok, M. (2014). Maize pollen deposition in relation to distance from the nearest pollen source under common cultivation – results of 10 years of monitoring (2001 to 2010). Environmental Sciences Europe, 26, 24.
Hrga, I., Mitic, B., Alegro, A., Dragojlovic, D., Stjepanovic, B., & Puntaric, D. (2010). Aerobiology of sweet chestnut (Castanea sativa Mill.) in north-west Croatia. Collegium Antropologicum, 34, 501–507.
Inatsu, M., Kobayashi, S., Takeuchi, S., & Ohmori, A. (2014). Statistical analysis on daily variations of birch pollen amount with climatic variables in Sapporo. SOLA, 10, 172–175. https://doi.org/10.2151/sola.2014-036
Jarosz, N., Loubet, B., Durand, B., McCartney, A., Foueillassar, X., & Huber, L. (2003). Field measurements of airborne concentration and deposition rate of maize pollen. Agricultural and Forest Meteorology, 119, 37–51.
Jetschni, J., & Jochner-Oette, S. (2021). Spatial and temporal variations of airborne Poaceae pollen along an urbanization gradient assessed by different types of pollen traps. Atmosphere, 12, 974. https://doi.org/10.3390/atmos12080974
Mimić, G., & Šikoparijam, B. (2021). Analysis of airborne pollen time series originating from Hirst-type volumetric samplers-comparison between mobile sampling head oriented toward wind direction and fixed sampling head with two-layered inlet. Aerobiologia, 37, 321–331. https://doi.org/10.1007/s10453-021-09695-7
Miki, K., Kawashima, S., Fujita, T., Nakamura, K., & Clot, B. (2017). Effect of micro-scale wind on the measurement of airborne pollen concentrations using volumetric methods on a building rooftop. Atmospheric Environment, 158, 1–10. https://doi.org/10.1016/j.atmosenv.2017.03.015
Miki, K., Kawashima, S., Clot, B., & Nakamura, K. (2019). Comparative efficiency of airborne pollen concentration in two pollen sampler designs related to impaction and changes in internal wind speed. Atmospheric Environment, 203, 18–27. https://doi.org/10.1016/j.atmosenv.2019.01.039
Moreno-Grau, S., Bayo, J., Elvira-Rendueles, B., Angosto, J. M., Moreno, J. M., & Moreno-Clavel, J. (1998). Statistical evaluation of three years of pollen sampling in Cartagena, Spain. Grana, 37, 41–47. https://doi.org/10.1080/00173139809362638
Monroy-Colin, A., Silva-Palacios, I., Tormo-Molina, R., Maya-manzano, J. M., Rodoriguez, S. F., & Gonzalo-Garijo, A. E. (2018). Environmental analysis of airborne pollen occurrence, pollen source distribution and phenology of Fraxinus angustifolia. Aerobiologia, 34, 269–283. https://doi.org/10.1007/s10453-018-9512-z
Perez-Badia, R., Bouso, V., Rojo, R., Vaquero, C., & Sabriego, S. (2013). Dynamics and behavior of airborne pollen in central Iberian Peninsula. Aerobiologia, 29, 419–428. https://doi.org/10.1007/s10453-013-9294-2
Peternel, R., Culig, J., Mitic, B., Vukusic, I., & Sostar, Z. (2003). Analysis of airborne pollen concentrations in Zagreb, Croatia, 2002. Annals of Agricultural and Environmental Medicine, 10, 107–112.
Ranta, H., Sokol, C., Hicks, S., Heino, S., & Kubin, E. (2008). How do airborne and deposition pollen samplers reflect the atmospheric dispersal of different pollen types? An example from northern Finland. Grana, 47, 285–296. https://doi.org/10.1080/00173130802457230
Ribeiro, H., Oliveira, M., & Abreu, I. (2008). Intradiurnal variation of allergenic pollen in the city of Porto (Portugal). Aerobiologia, 24, 173–177. https://doi.org/10.1007/s10453-008-9091-5
Sabban, L., & van Hout, R. (2011). Measurements of pollen grain dispersal in still air and stationary, near homogeneous, isotropic turbulence. Journal of Aerosol Science, 42, 867–882. https://doi.org/10.1016/j.jaerosci.2011
Scheppegrell, W. (1917). Hay-fever and hay fever pollens. Archives of Internal Medicine, 19, 959–980. https://doi.org/10.1001/archinte.1917.00080260002001
Seinfeld, J.H., Pandis, S.N., 2016. Dry deposition, in; Atmospheric chemistry and physics, From air pollution to climate change, Third edition, Wiley, New York; pp. 829–855
Sun, L., Xu, Y., Wang, Y., Lou, Y., Xu, Y., & Guo, Y. (2017). Species and quantity of airborne pollens in Shanghai as monitored by gravitational and volumetric methods. Asian Pacific Journal of Allergy and Immunology, 35, 38–45. https://doi.org/10.12932/AP0743
Timerman, D., Geene, D. F., Urzay, J., & Ackerman, D. (2014). Turbulence-induced resonance vibrations cause pollen release in wind-pollinated Plantago lanceolate L (Plantaginaceae). Journal of the Royal Society Interface, 11, 20140866.
Tomás, C., Candau, P., & Gonzalez Minero, F. J. (1997). A comparative study of atmospheric pollen concentrations collected with Burkard and Cour samplers, Seville (Spain) 1992–1994. Grana, 36, 122–128. https://doi.org/10.1080/00173139709362598
Tosunoğlu, A., Yenıgün, A., Biçaçi, A., & Elıaçik, K. (2013). Airborne pollen content of Kusadasi. Turkish J. Bot., 37, 297–305. https://doi.org/10.3906/bot-1203-5
Tseng, Y.-T., Kawashima, S., Kobayashi, S., Takeuchi, S., & Nakamura, K. (2019). Forecasting the seasonal pollen index by using a hidden Markov model combining meteorological and biological factors. Science of the Total Environment, 698, 134246. https://doi.org/10.1016/j.scitotenv.2019.134246
Vincent, J.H., 2007. Aerosol aspiration in moving air, in; Aerosol sampling science, standards, instrumentation and applications. Wiley, New York; pp. 93–130
Acknowledgements
The authors thank Ms. Yuka Matsuda, a secretary at the Graduate School of Agriculture, Kyoto University, for her invaluable assistance throughout this study. The authors express their appreciation to the office staff at the Tokyo Institute of Technology Earth-Life Science Institute.
Funding
This work was supported by JSPS KAKENHI [Grant Number 201812315].
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Disclosure statement
We have read and understood your journal’s policies, and we believe that neither the manuscript nor the study violates any of these.
Rights and permissions
About this article
Cite this article
Miki, K., Kawashima, S., Kobayashi, S. et al. Evaluating inaccurate pollen concentrations caused by turbulence using passive sampler. Aerobiologia 38, 1–12 (2022). https://doi.org/10.1007/s10453-021-09728-1
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10453-021-09728-1