Mapping allergenic pollen vegetation in UK to study environmental exposure and human health

Allergenic pollen is produced by the flowers of a number of trees, grasses and weeds found throughout the UK. Exposure to such pollen grains can exacerbate pollen-related asthma and allergenic conditions such as allergic rhinitis (hay fever). Maps showing the location of these allergenic taxa have many applications: they can be used to provide advice on risk assessments; combined with health data to inform research on health impacts such as respiratory hospital admissions; combined with weather data to improve pollen forecasting systems; or as inputs to pollen emission models. In this study we present 1 km resolution maps of 12 taxa of trees, grass and weeds found in the UK. We have selected the main species recorded by the UK pollen network. The taxa mapped in this study were: Alnus (alder), Fraxinus (ash), Betula (birch), Corylus (hazel), Quercus (oak), Pinus (pine) and Salix (willow), Poaceae (grass), Artemisia (mugwort), Plantago (plantain), Rumex (dock, sorrels) and Urtica (nettle). We also focus on one high population centre and present maps showing local level detail around the city of London. Our results show the different geographical distributions of the 12 taxa of trees, weeds and grass, which can be used to study plants in the UK associated with allergy and allergic asthma. These maps have been produced in order to study environmental exposure and human health, although there are many possible applications. This novel method not only provides maps of many different plant types, but also at high resolution across regions of the UK, and we uniquely present 12 key plant taxa using a consistent methodology. To consider the impact on human health due to exposure of the pollen grains, it is important to consider the timing of pollen release, and its dispersal, as well as the effect on air quality, which is also discussed here.

[1]  J. Bousquet,et al.  GA2LEN skin test study II: clinical relevance of inhalant allergen sensitizations in Europe , 2009, Allergy.

[2]  J. Corden,et al.  Predicting the start of the birch pollen season at London, Derby and Cardiff, United Kingdom, using a multiple regression model, based on data from 1987 to 1997 , 2002 .

[3]  J. E. D. Esteves da Silva,et al.  Effect of air pollutant NO₂ on Betula pendula, Ostrya carpinifolia and Carpinus betulus pollen fertility and human allergenicity. , 2014, Environmental pollution.

[4]  S. Bonini,et al.  Allergenic pollen and pollen allergy in Europe , 2007, Allergy.

[5]  O. Hertel,et al.  Identifying urban sources as cause of elevated grass pollen concentrations using GIS and remote sensing , 2012 .

[6]  A. Páldy,et al.  A method for producing airborne pollen source inventories: an example of Ambrosia (ragweed) on the Pannonian Plain. , 2010 .

[7]  Martin Hvidberg,et al.  An inventory of tree species in Europe—An essential data input for air pollution modelling , 2008 .

[8]  Other Contributors Are Indicated Where They Contribute Python Software Foundation , 2017 .

[9]  R. Settipane,et al.  Allergic rhinitis , 2005, Rhinology and Anterior Skull Base Surgery.

[10]  Mark Johnston Mbe FIHort Fic For Trees in Towns II: A new survey of urban trees in England and their condition and management , 2012 .

[11]  L. Cecchi,et al.  Common ragweed: a threat to environmental health in Europe. , 2013, Environment international.

[12]  J. Bousquet,et al.  Allergic rhinitis and its impact on asthma. , 2001, The Journal of allergy and clinical immunology.

[13]  O. Hertel,et al.  An assessment of the potential for co-exposure to allergenic pollen and air pollution in Copenhagen, Denmark , 2015 .

[14]  Sotiris Vardoulakis,et al.  Health Effects of Climate Change in the UK 2012 (HPA) , 2012 .

[15]  C. Skjøth,et al.  Ammonia Concentrations Over Europe – Application of the WRF-Chem Model Supported With Dynamic Emission , 2017 .

[16]  C. Skjøth,et al.  The long‐range transport of birch (Betula) pollen from Poland and Germany causes significant pre‐season concentrations in Denmark , 2007, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

[17]  S. Durham,et al.  Prevalence and rate of diagnosis of allergic rhinitis in Europe , 2004, European Respiratory Journal.

[18]  S. Dullinger,et al.  Changes in the spatio-temporal patterns and habitat preferences of Ambrosia artemisiifolia during its invasion of Austria. , 2009 .

[19]  E. Franz,et al.  Changes in the spatio-temporal patterns and habitat preferences of Ambrosia artemisiifolia during its invasion of Austria Změny v rozšíření a vazbě na stanoviště v průběhu invaze Ambrosia artemisiifolia v Rakousku , 2009 .

[20]  Heike Vogel,et al.  EMPOL 1.0: a new parameterization of pollen emission in numerical weather prediction models , 2013 .

[21]  K. Doick,et al.  A comparison of urban tree populations in four UK towns and cities , 2015 .

[22]  Dennis Nowak,et al.  Exposure to farming in early life and development of asthma and allergy: a cross-sectional survey , 2001, The Lancet.

[23]  K. Bergmann,et al.  Measurements of particulate matter and pollen in the city of Berlin , 2014 .

[24]  Mikhail Sofiev,et al.  Allergenic Pollen: A Review of the Production, Release, Distribution and Health Impacts , 2013 .

[25]  J. Corden,et al.  The trend to earlier birch pollen seasons in the U.K.: A biotic response to changes in weather conditions? , 1997 .

[26]  Zaid Chalabi,et al.  Impact of climate change on the domestic indoor environment and associated health risks in the UK. , 2015, Environment international.

[27]  C. Skjøth,et al.  The long distance transport of airborne Ambrosia pollen to the UK and the Netherlands from Central and south Europe , 2016, International Journal of Biometeorology.

[28]  C. Pashley,et al.  Ragweed pollen: is climate change creating a new aeroallergen problem in the UK? , 2015, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

[29]  S. Vardoulakis,et al.  Health and climate related ecosystem services provided by street trees in the urban environment , 2016, Environmental Health.

[30]  B. Wróblewska,et al.  The effect of bentonite on the survival of Azotobacter chroococcum in sandy soil in a long-term plot experiment , 2017 .

[31]  A. Wardlaw,et al.  Reproducibility between counts of airborne allergenic pollen from two cities in the East Midlands, UK , 2009 .

[32]  E. Mutius,et al.  Reduced risk of hay fever and asthma among children of farmers , 2000, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

[33]  Jonathan A. Patz,et al.  Recent warming by latitude associated with increased length of ragweed pollen season in central North America , 2011, Proceedings of the National Academy of Sciences.

[34]  P. Bogawski,et al.  Mesoscale atmospheric transport of ragweed pollen allergens from infected to uninfected areas , 2016, International Journal of Biometeorology.

[35]  C. Skjøth,et al.  Footprint areas of pollen from alder (Alnus) and birch (Betula) in the UK (Worcester) and Poland (Wrocław) during 2005-2014 , 2015 .

[36]  A. Pauling,et al.  The Onset, Course and Intensity of the Pollen Season , 2013 .

[37]  C. Kottmeier,et al.  Modeling the dispersion of Ambrosia artemisiifolia L. pollen with the model system COSMO-ART , 2011, International Journal of Biometeorology.

[38]  J. S. Alexander The First Seven Years , 1951 .

[39]  M. Zimmermann,et al.  Long distance transport. , 1974, Plant physiology.

[40]  M. Sadyś,et al.  Pollen From Alder (Alnus sp.), Birch (Betula sp.) and Oak (Quercus sp.) in the UK Originate From Small Woodlands , 2015 .

[41]  A. Páldy,et al.  Variation in Artemisia pollen seasons in Central and Eastern Europe , 2012 .

[42]  A. Fitter,et al.  Rapid Changes in Flowering Time in British Plants , 2002, Science.

[43]  Matt Smith,et al.  Changes in the pollen seasons of the early flowering trees Alnus spp. and Corylus spp. in Worcester, United Kingdom, 1996–2005 , 2006, International journal of biometeorology.

[44]  C. Skjøth,et al.  Ragweed (Ambrosia) pollen source inventory for Austria. , 2015, The Science of the total environment.

[45]  C. Höflich,et al.  PM10 contains particle-bound allergens: Dust analysis by Flow Cytometry , 2016 .

[46]  Jeremy E. Oakley,et al.  Uncertain Judgements: Eliciting Experts' Probabilities , 2006 .

[47]  I. Barmpadimos,et al.  A comprehensive emission inventory of biogenic volatile organic compounds in Europe: improved seasonality and land-cover , 2013 .

[48]  M. Sofiev,et al.  An operational model for forecasting ragweed pollen release and dispersion in Europe , 2013 .

[49]  Brian Hurwitz,et al.  Ethnic variations in UK asthma frequency, morbidity, and health-service use: a systematic review and meta-analysis , 2005, The Lancet.

[50]  Rebecca E. Irwin,et al.  Phenological change in a spring ephemeral: implications for pollination and plant reproduction , 2016, Global change biology.

[51]  R. Vautard,et al.  Effects of climate change and seed dispersal on airborne ragweed pollen loads in Europe , 2015 .

[52]  S. Fujieda,et al.  Present state of Japanese cedar pollinosis: the national affliction. , 2014, The Journal of allergy and clinical immunology.

[53]  S. Tarlo,et al.  Effect of low concentrations of ozone on inhaled allergen responses in asthmatic subjects , 1991, The Lancet.

[54]  Å. Dahl,et al.  Ragweed – An allergy risk in Sweden? , 1999 .

[55]  G. Nabuurs,et al.  Statistical mapping of tree species over Europe , 2011, European Journal of Forest Research.

[56]  Gennaro D'Amato,et al.  Effects of climatic changes and urban air pollution on the rising trends of respiratory allergy and asthma , 2011, Multidisciplinary respiratory medicine.

[57]  M. Okuda Epidemiology of Japanese cedar pollinosis throughout Japan. , 2003, Annals of allergy, asthma & immunology : official publication of the American College of Allergy, Asthma, & Immunology.

[58]  M. Sofiev,et al.  Variation of the group 5 grass pollen allergen content of airborne pollen in relation to geographic location and time in season. , 2015, The Journal of allergy and clinical immunology.

[59]  M. Sofiev,et al.  Airborne pollen transport. , 2013 .

[60]  Rob J Hyndman,et al.  Do levels of airborne grass pollen influence asthma hospital admissions? , 2007, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

[61]  S. Freitas,et al.  Inclusion of biomass burning in WRF-Chem: impact of wildfires on weather forecasts , 2010 .

[62]  A. Elliot,et al.  The impact of thunderstorm asthma on emergency department attendances across London during July 2013 , 2013, Emergency Medicine Journal.

[63]  I. Laszlo,et al.  THE FIRST SEVEN YEARS OF THE REMOTE SENSING BASED RAGWEED MONITORING AND CONTROL SYSTEM , 2011 .

[64]  T. Frei The effects of climate change in Switzerland 1969–1996 on airborne pollen quantities from hazel, birch and grass , 1998 .

[65]  Richard A. Wadsworth,et al.  Final Report for LCM2007 - the new UK land cover map. Countryside Survey Technical Report No 11/07 , 2011 .

[66]  R. Gehrig,et al.  Responses in the start of Betula (birch) pollen seasons to recent changes in spring temperatures across Europe , 2002, International journal of biometeorology.

[67]  P. Beggs Impacts of climate change on aeroallergens: past and future , 2004, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

[68]  Matt Smith,et al.  A 30-day-ahead forecast model for grass pollen in north London, United Kingdom , 2006, International journal of biometeorology.

[69]  F Forastiere,et al.  Projections of the effects of climate change on allergic asthma: the contribution of aerobiology , 2010, Allergy.

[70]  J. Emberlin,et al.  Constructing a 7‐day ahead forecast model for grass pollen at north London, United Kingdom , 2005, Clinical and experimental allergy : journal of the British Society for Allergy and Clinical Immunology.

[71]  D. Jarvis,et al.  Geographical variation in the prevalence of sensitization to common aeroallergens in adults: the GA2LEN survey , 2014, Allergy.

[72]  M. Kogevinas,et al.  Geographical variation in the prevalence of positive skin tests to environmental aeroallergens in the European Community Respiratory Health Survey I , 2007, Allergy.

[73]  C. Skjøth,et al.  Ragweed pollen source inventory for France – The second largest centre of Ambrosia in Europe , 2014 .

[74]  C. N. Hewitt,et al.  Inventorying emissions from nature in Europe , 1999 .