Skip to main content
Log in

Airborne pollen characteristics and the influence of temperature and precipitation in Raleigh, North Carolina, USA (1999–2012)

  • OriginalPaper
  • Published:
Aerobiologia Aims and scope Submit manuscript

Abstract

The incidence of allergic diseases has been increasing in recent decades, in part due to increased exposure to aeroallergens, particularly pollen. Allergic diseases have a major burden on the health care system, with annual costs in the USA alone exceeding $30 billion. There is evidence that the production of aeroallergens, including pollen, is increasing in response to environmental and climatic change, which has important implications for the treatment of allergy sufferers. In this study, pollen data from a Rotorod sampler in Raleigh, North Carolina, was used to characterize and examine trends in the atmospheric pollen seasons for trees, grasses, and weeds over the period 1999–2012. The influence of mean monthly antecedent and concurrent temperature and precipitation on the timing, duration, and severity of the pollen seasons was assessed using Pearson’s product-moment correlation coefficients and multiple linear regression models. An increasing trend was noted in seasonal tree pollen concentrations, while seasonal and peak weed pollen concentrations declined over time. The atmospheric pollen seasons for grasses and weeds trended toward earlier start dates and longer durations, while the tree pollen season trended toward an earlier end date. Peak daily tree pollen concentrations were strongly associated with antecedent temperature and precipitation, while peak daily grass pollen concentrations were strongly associated with concurrent precipitation. The strongest relationships between climate and weed pollen were associated with the timing and duration of the pollen season, with drier antecedent and warmer concurrent conditions tied to longer weed pollen seasons.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Albertine, J. M., Manning, W. J., DaCosta, M., Stinson, K. A., Muilenberg, M. L., & Rogers, C. A. (2014). Projected carbon dioxide to increase grass pollen and allergen exposure despite higher ozone levels. PLoS One, 9(11), e111712. doi:10.1371/journal.pone.0111712.

    Article  Google Scholar 

  • Andersen, T. B. (1991). A model to predict the beginning of the pollen season. Grana, 30, 269–275.

    Article  Google Scholar 

  • Bielory, L., Lyons, K., & Goldberg, R. (2012). Climate change and allergic disease. Current Allergy and Asthma Reports, 12, 485–494.

    Article  CAS  Google Scholar 

  • Bobyarchick, A., & Diemer, J. (2000). Land regions and geology. The North Carolina Atlas. Chapel Hill: University of North Carolina Press.

    Google Scholar 

  • Bogawski, P., Grewling, L., Nowak, M., Smith, M., & Jackowiak, B. (2014). Trends in atmospheric concentrations of weed pollen in the context of recent climate warming in Poznan (Western Poland). International Journal of Biometeorology, 58, 1759–1768.

    Article  Google Scholar 

  • Brooks, H. E., Doswell, C. A., & Kay, M. P. (2003). Climatological estimates of local daily tornado probability for the United States. Weather and Forecasting, 18, 626–640.

    Article  Google Scholar 

  • Cariñanos, P., Alcazar, P., Galan, G., & Dominguez, E. (2014). Environmental behaviour of airborne Amaranthaceae pollen in the southern part of the Iberian Peninsula, and its role in future climate scenarios. Science of the Total Environment, 470–471, 480–487.

    Article  Google Scholar 

  • Carlyle, E. (2015). America’s fastest growing cities 2015. http://www.forbes.com/sites/erincarlyle/2015/01/27/americas-fastest-growing-cities-2015/. Accessed 16 May 2015.

  • Dahl, A., Galan, C., Hajkova, L., Pauling, A., Sikoparija, B., Smith, M. et al. (2013). The onset, course and intensity of the pollen season. In M. Sofiev & K.-C. Bergmann (Eds.), Allergenic pollen: A review of the production, release, distribution and health impacts (pp. 29–70). Netherlands: Springer.

    Chapter  Google Scholar 

  • Darrow, L. A., Hess, J., Rogers, C. A., Tolbert, P. E., Klein, M., & Sarnat, S. E. (2012). Ambient pollen concentrations and emergency department visits for asthma and wheeze. Journal of Allergy and Clinical Immunology, 130, 630–638.

    Article  Google Scholar 

  • Emberlin, J., Detandt, M., Gehrig, R., Jaeger, S., Nolard, N., & Rantio-Lehtimaki, A. (2002). Responses in the start of Betula (birch) pollen seasons to recent changes in spring temperatures across Europe. International Journal of Biometeorology, 46, 159–170.

    Article  CAS  Google Scholar 

  • Emberlin, J., Smith, M., Close, R., & Adams-Groom, B. (2007). Changes in the pollen seasons of the early flowering trees Alnus spp. and Corylus spp. in Worcester, United Kingdom, 1996–2005. International Journal of Biometeorology, 51, 181–191.

    Article  Google Scholar 

  • Freye, H. B., King, J., & Litwin, C. M. (2001). Variations of pollen and mold concentrations in 1998 during the strong El Nino event of 1997–1998 and their impact on clinical exacerbations of allergic rhinitis, asthma, and sinusitis. Allergy and Asthma Proceedings, 22(4), 239–247.

    CAS  Google Scholar 

  • Galán, C., Emberlin, J., Domínguez, E., Bryant, R. H., & Villamandos, F. (1995). A comparative analysis of daily variations in Gramineae pollen counts at Córdoba, Spain and London, UK. Grana, 34, 189–198.

    Article  Google Scholar 

  • Gioulekas, D., Balafoutis, C., Damialis, A., Papakosta, D., Gioulekas, G., & Patakas, D. (2004). Fifteen years’ record of airborne allergenic pollen and meteorological parameters in Thessaloniki, Greece. International Journal of Biometeorology, 48, 128–136.

    Article  Google Scholar 

  • Gonzalez-Parrado, Z., Valencia-Barrera, R. M., Vega-Maray, A. M., Fuertes-Rodriguez, C. R., & Fernandez-Gonzalez, D. (2013). The weak effects of climate change on Plantago pollen concentrations: 17 years of monitoring in Northwestern Spain. International Journal of Biometeorology, 58, 1641–1650.

    Article  Google Scholar 

  • Green, B. J., Dettmann, M., Yli-Panula, E., Rutherford, S., & Simpson, R. (2004). Atmospheric Poaceae pollen frequencies and associations with meteorological parameters in Brisbane, Australia: A 5-year record, 1994–1999. International Journal of Biometeorology, 48, 172–178.

    Article  Google Scholar 

  • Grundstein, A., & Sarnat, S. E. (2009). Meteorological mechanisms explaining thunderstorm-related asthma. Geography Compass, 3, 45–63.

    Article  Google Scholar 

  • Jato, V., Rodriguez-Rajo, F. J., Seijo, M. C., & Aira, M. J. (2009). Poaceae pollen in Galicia (N.W. Spain): Characterisation and recent trends in atmospheric pollen season. International Journal of Biometeorology, 53, 333–344.

    Article  CAS  Google Scholar 

  • Khwarahm, N., Dash, J., Atkinson, P. M., Newnham, R. M., Skjoth, C. A., Adams-Groom, B., et al. (2014). Exploring the spatio-temporal relationships between two key aeroallergens and meteorological variables in the United Kingdom. International Journal of Biometeorology, 58, 529–545.

    Article  Google Scholar 

  • Kizilpinar, I., Civelek, E., Tuncer, A., Dogan, C., Karabulut, E., Sahiner, U. M., et al. (2010). Pollen counts and their relationship to meteorological factors in Ankara, Turkey during 2005–2008. International Journal of Biometeorology, 55, 623–631.

    Article  Google Scholar 

  • Kmenta, M., Bastl, K., Jager, S., & Berger, U. (2014). Development of personal pollen information—The next generation of pollen information and a step forward for hay fever sufferers. International Journal of Biometeorology, 58, 1721–1726.

    Article  Google Scholar 

  • Kosisky, S. E., Marks, M. S., & Nelson, M. R. (2010). Pollen aeroallergens in the Washington, DC, metropolitan area: A 10-year volumetric survey (1998–2007). Annals of Allergy, Asthma and Immunology, 104, 223–235.

    Article  Google Scholar 

  • Levetin, E., & Avery, J. (2008). Long term trends in airborne ragweed pollen in Tulsa, Oklahoma: 1987–2006. Journal of Allergy and Clinical Immunology, 121, S21.

    Article  Google Scholar 

  • Lin, R. Y., Clauss, A. E., & Bennett, E. S. (2002). Hypersensitivity to common tree pollens in New York City patients. Allergy and Asthma Proceedings, 23, 253–258.

    Google Scholar 

  • Luedeling, E., Kunz, A., & Blanke, M. M. (2013). Identification of chilling and heat requirements of cherry trees—A statistical approach. International Journal of Biometeorology, 57, 679–689.

    Article  Google Scholar 

  • Miller, J., & Miller, K. (1999). Forest plants of the Southeast and their wildlife uses. Auburn, AL: Craftmaster Printer.

    Google Scholar 

  • Mocka, C. (2013). Personal communication.

  • Newnham, R. M., Sparks, T. H., Skjoth, C. A., Head, K., Adams-Groom, B., & Smith, M. (2013). Pollen season and climate: Is the timing of birch pollen release in the UK approaching its limit? International Journal of Biometeorology, 57, 391–400.

    Article  CAS  Google Scholar 

  • Park, I. W., & Schwartz, M. D. (2014). Long-term herbarium records reveal temperature-dependent changes in flowering phenology in the southeastern USA. International Journal of Biometeorology, 59, 347–355.

    Article  Google Scholar 

  • Peel, R. G., Kennedy, R., Smith, M., & Hertel, O. (2014). Relative efficiencies of the Burkard 7-day, Rotorod and Burkard personal samplers for Poaceae and Urticaceae pollen under field conditions. Annals of Agricultural and Environmental Medicine, 21, 745–752.

    Article  Google Scholar 

  • Portier, C. J., Thigpen-Tart, K., Carter, S. R., Dilworth, C. H., Grambsch, A. E., et al. (2010). A human health perspective on climate change: A report outlining the research needs on the human health effects of climate change. Research Triangle Park, NC: Environmental Health Perspectives/National Institute of Environmental Health Sciences. doi:10.1289/ehp.100227.

    Google Scholar 

  • Reid, C. E., & Gamble, J. L. (2009). Aeroallergens, allergic disease, and climate change: Impacts and adaptation. EcoHealth, 6, 458–470.

    Article  Google Scholar 

  • Rodriguez-Rajo, F. J., Aira, M. J., Fernandez-Gonzalez, M., Seijo, C., & Jato, V. (2011). Recent trends in airborne pollen for tree species in Galicia, NW Spain. Climate Research, 48, 281–291.

    Article  Google Scholar 

  • Stach, A., Emberlin, J., Smith, M., Adams-Groom, B., & Myszkowska, D. (2008). Factors that determine the severity of Betula spp. pollen seasons in Poland (Poznan and Krakow) and the United Kingdom (Worcester and London). International Journal of Biometeorology, 52, 311–321.

    Article  CAS  Google Scholar 

  • Van Vliet, A. J. H., Overeem, A., De Groot, R. S., Jacobs, A. F. G., & Spieksma, F. T. M. (2002). The influence of temperature and climate change on the timing of pollen release in the Netherlands. International Journal of Climatology, 22, 1757–1767.

    Article  Google Scholar 

  • Wallace, D. V., Dykewicz, M. S., Bernstein, D. I., Bernstein, I. L., Blessing-Moore, J., Cox, L., et al. (2008). The diagnosis and management of rhinitis: An updated practice parameter. Journal of Allergy and Clinical Immunology, 122, S1–S84.

    Article  Google Scholar 

  • Weber, R. W. (2003). Meteorologic variables in aerobiology. Immunology and Allergy Clinics of North America, 23, 411–422.

    Article  Google Scholar 

  • Ziska, L., Knowlton, K., Rogers, C., Dalan, D., Tierney, N., Elder, M. A., et al. (2011). Recent warming by latitude associated with increased length of ragweed pollen season in central North America. Proceedings of the National Academy of Sciences, 108, 4248–4251.

    Article  CAS  Google Scholar 

Download references

Acknowledgments

We thank the following individuals from the North Carolina Department of Environment and Natural Resources: Mary Clark (retired), Wayne Cornelius, and Corey Mocka of the Division of Air Quality for providing the Raleigh pollen data, and Robert Russ of the Office of Environmental Assistance and Protection for providing the Winston-Salem pollen data. We also thank Amy Sun from the Department of Epidemiology at the University of North Carolina at Chapel Hill for developing the code to conduct the data imputation. Lastly, we thank the two anonymous reviewers, whose comments helped improve the quality of the manuscript.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Christopher M. Fuhrmann.

Appendix

Appendix

See Table 5.

Table 5 List of monthly periods associated with antecedent and seasonal temperature and precipitation values for each pollen type

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Fuhrmann, C.M., Sugg, M.M. & Konrad, C.E. Airborne pollen characteristics and the influence of temperature and precipitation in Raleigh, North Carolina, USA (1999–2012). Aerobiologia 32, 683–696 (2016). https://doi.org/10.1007/s10453-016-9442-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10453-016-9442-6

Keywords

Navigation