Skip to main content

Models for forecasting airborne Cupressaceae pollen levels in central Spain

Abstract

The influence of meteorological variables on airborne Cupressaceae pollen levels in central Spain was analyzed, and prediction models based on polynomial and multiple regressions were used to predict pollen counts throughout the pollen season. The Cupressaceae pollen type was selected in view of both its abundance in the atmosphere of the central Iberian Peninsula (particularly from January to March) and its allergenic importance. Sampling was performed uninterruptedly over a 5-year period, using a Hirst volumetric sampler and the sampling method established by the Spanish Aerobiology Network. Temperature displayed the strongest (positive) correlation with Cupressaceae pollen counts. Polynomial and multiple regression analysis showed that maximum temperature was the most influential variable included in prediction models. The prediction equations obtained for the study period were reasonably satisfactory, accounting for 48% and 59% of the variation in airborne pollen levels.

This is a preview of subscription content, access via your institution.

References

  • Aira MJ, Dopazo A, Jato MV (2001) Aerobiological monitoring of Cupressaceae pollen in Santiago de Compostela (NW Iberian Peninsula) over six years. Aerobiologia 17:319–325

    Article  Google Scholar 

  • Amaral F (1986) Cupressaceae. In: Castroviejo S, Laínz M, López-González G et al (eds) Flora Iberica vol I. CSIC, Madrid, pp 175–190

    Google Scholar 

  • Belmonte J, Canela M, Guàrdia R, Guàrdia RA, Sbai L, Vendrell M, Cariñanos P, Díaz de la Guardia C, Dopazo A, Fernández-González D, Gutiérrez M, Trigo MM (1999) Aerobiological dynamics of the Cupressaceae pollen in Spain. Polen 10:27–38

    Article  Google Scholar 

  • Bortenschlanger S (1990) Aspects on pollen morphology in the Cupressaceae. Grana 29:129–137

    Article  Google Scholar 

  • Caramiello R, Gallesio MT, Siniscalco C, Leone F (1991) Aerobiological data and clinical incidence in urban and extra urban environments. Grana 30:109–112

    Article  Google Scholar 

  • Charpin D (2000) Epidemiology of cypress allergy. Allerg Immunol 32:83–85

    CAS  Google Scholar 

  • D’Amato G, Spieksma FThM, Ickovic MR (1992) Allergenic pollen and pollen-related allergy in Europe. In: Godard Ph, Bousquet J, Michel FB (eds) Advances in allergology and clinical immunology. Parthenon, Carnforth, UK, pp 387–390

    Google Scholar 

  • Díaz de la Guardia C, Alba F, De Linares C, Nieto-Lugilde D, López J (2006) Aerobiological and allergenic analysis of Cupressaceae pollen in Granada (Southern Spain). J Investig Allergol Clin Immunol 16(1):24–33

    Google Scholar 

  • Fuertes-Rodríguez CR, González Z, Vega AM, Valencia RM, Fernández D (2007) Effect air temperature of forecasting the start of Cupressaceae pollen type in Ponferrada (León, Spain). Ann Agric Environ Med 14:237–242

    Google Scholar 

  • Galán C, Cariñanos P, Alcázar P, Domínguez E (2007) Spanish Aerobiology Network (REA): management and quality manual. Servicio de publicaciones de la Universidad de Córdoba, Córdoba

    Google Scholar 

  • Galán C, Fuillerat MJ, Comtois P, Domíguez E (1998) Bioclimatic factors affecting daily Cupressaceae flowering in southwest Spain. Int J Biometeorol 41:95–100

    Article  Google Scholar 

  • González-Minero FJ, Candau P (1996) Estudio aerobiológico del polen de Olea europaea L. en Huelva, años 1989–1994. Bot Complut 78:278–284

    Google Scholar 

  • Guerra F, Daza JC, Miguel R, Moreno C, Galán C, Domínguez E, Sánchez Guijo P (1996) Sensitivity to Cupressus: allergenic significance in Còrdoba (Spain). J Investig Allergol Clin Immunol 6:117–120

    CAS  Google Scholar 

  • Gutiérrez M, Sáenz C, Cervigón P, Aránguez E (2001) Polen atmosférico en la Comunidad de Madrid. In: Gutiérrez M, Sáenz C, Aránguez E, Ordóñez JM (eds) Atlas y Calendario polínico de la Comunidad de Madrid. Documentos Técnicos de Salud Pública, Madrid, pp 57–203

    Google Scholar 

  • Hidalgo PJ, Galán C, Domínguez E (1999) Pollen production of the genus Cupressus. Grana 38:1–5

    Article  Google Scholar 

  • Hirst JM (1952) An automatic volumetric spore trap. Ann Appl Biol 39(2):257–265

    Article  Google Scholar 

  • Keynan N, Waisel Y, Shomer-Ilan A, Tamir R (1989) Forecasting pollen pollution: correlation with floral development. Ann Allergy 63:417–420

    CAS  Google Scholar 

  • Mandrioli P, De Nuntiis P, Ariatti A, Magnani R (2000) Cypress in Italy: landscape and pollen monitoring. Allergy Immunol 31:116–121

    Google Scholar 

  • Ministerio de Medio Ambiente (2001) Guía resumida del clima en España (1971–2000). Centro de Publicaciones Secretaría General Técnica Ministerio de Medio Ambiente, Madrid, 2001

    Google Scholar 

  • Nilsson S, Persson S (1981) Tree pollen spectra in the Stockholm region (Sweden), 1973–1980. Grana 20:179–182

    Article  Google Scholar 

  • Papa G, Romano A, Di Fonso M, Viola M, Artesani MC, Gioacchino M, Venuti A (2001) Prevalence of sensitization to Cupressus sempervirens: a 4-year retrospective study. Sci Total Environ 270:83–87

    Article  CAS  Google Scholar 

  • Pérez-Badia R, Rapp A, Morales C, Sardinero S, Galán C, García-Mozo (2010) Pollen spectrum and risk of pollen allergy in central Spain. Ann Agric Environ Med 17:139–151

    Google Scholar 

  • Priftanji A, Gjebrea E, Shkurti A (2000) Cupressaceae in Tirana (Albania) 1996–1998 aerobiological data and prevalence of Cupressaceae sensitization in allergic patients. Allerg Immunol 31:122–124

    Google Scholar 

  • Rivas-Martínez S, Díaz T, Fernández-González F, Izco J, Loidi J, Lousa M, Penas A (2002) Vascular plant communities of Spain and Portugal. Addenda to the syntaxonomical checklist of 2001. Itinera Geobot 15:5–922

    Google Scholar 

  • Rodríguez-Rajo J, Dopazo A, Jato V (2004) Environmental factors affecting the start of pollen season and concentrations of airborne Alnus pollen in two localities of Galicia (NW Spain) (2004). Ann Agric Environ Med 11:35–44

    Google Scholar 

  • Sabariego S, Gutiérrez M, Cervigón P, Cuesta P (2008) Forecasting airborne Platanus pollen in the Madrid region. Grana 47:234–240

    Article  Google Scholar 

  • Subiza FJ, Pola J, Feo F, Moral AJ (2007) Pólenes de interés en alergología en nuestro medio. In: Pélaez A, Dávila IJ (eds) Tratado de Alergología. Ergón, Madrid, pp 425–446

    Google Scholar 

  • Teranishi H, Kenda Y, Katoh T, Kasuya M, Oura E, Taira H (2000) Possible role of climate change in the pollen scatter of Japanese cedar Cryptomeria japonica in Japan. Clim Res 14:65–70

    Article  Google Scholar 

  • Tortajada B, Mateu I (2008) Cupressaceae pollen in the atmosphere of Valencia (East of Spain), and relationships with meteorological parameters. Polen 18:51–59

    Google Scholar 

Download references

Acknowledgments

The authors are grateful to the Consejería de Educación y Ciencia de la Junta de Comunidades de Castilla-La Mancha for financial support provided through projects PAC07-0083-7980 and POIC10-0302-2695.

Author information

Affiliations

Authors

Corresponding author

Correspondence to Rosa Pérez-Badia.

Rights and permissions

Reprints and Permissions

About this article

Cite this article

Sabariego, S., Cuesta, P., Fernández-González, F. et al. Models for forecasting airborne Cupressaceae pollen levels in central Spain. Int J Biometeorol 56, 253–258 (2012). https://doi.org/10.1007/s00484-011-0423-8

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00484-011-0423-8

Keywords

  • Cupresssus spp.
  • Juniperus spp.
  • Allergenic pollen
  • Meteorological variables
  • Polynomial and multiple regression analysis
  • Central Spain