ArticleScientific data2024
European pollen reanalysis, 1980-2022, for alder, birch, and olive.
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Article in Scientific data, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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9citing papers in PubMed
–field-weighted citation impact
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Who cites it
9 citing papers in PubMed.
- Allergic Respiratory Diseases in the Climate Change Context: Aerobiological Tools and Projections as Preventive Actions for Pollen-Induced Allergies.Medical sciences (Basel, Switzerland) · 2026Review
- Protocol for spatiotemporal analysis of climate-induced negative sentiment in social media.STAR protocols · 2026Article
- Improving machine-learning development in allergology: bridging the gap between open-access and cohort-based databases.Current opinion in allergy and clinical immunology · 2026Review
- The Role of Nut Sensitization in Pru p 3-Sensitized Patients: A XGBoost and Generalized Linear Model Application.International journal of molecular sciences · 2026Article
- Comparison of machine learning methods in forecasting and characterizing the birch and grass pollen season.PloS one · 2026Article
- Vulnerability to Pollen-Related Asthma Hospital Admissions in the UK Biobank: A Case-Crossover Study.Allergy · 2025Article
- Urban greenspace under a changing climate: Benefit or harm for allergies and respiratory health?Environmental epidemiology (Philadelphia, Pa.) · 2025Review
- European pollen reanalysis, 1980-2022, for alder, birch, and olive.Scientific data · 2024Article
- The 2024 Europe report of the Lancet Countdown on health and climate change: unprecedented warming demands unprecedented action.The Lancet. Public health · 2024Review
Corrections and comments
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Authors and funding
89 authors.
Mikhail SofievFinnish Meteorological Institute, Helsinki, Finland. mikhail.sofiev@fmi.fi.ORCID 0000-0001-9542-5746
Julia PalamarchukFinnish Meteorological Institute, Helsinki, Finland.ORCID 0000-0002-5386-6313
Rostislav KouznetsovFinnish Meteorological Institute, Helsinki, Finland.
Tamuna AbramidzeCenter of Allergy & Immunology, Tbilisi, Georgia.ORCID 0000-0001-6438-9631
Beverley Adams-GroomUniversity of Worcester, School of Science and Environment, Worcester, UK.
Célia M AntunesUniversity of Évora, School of Health and Human Development, Department of Medical and Health Sciences & Institute of Earth Sciences - ICT, Évora, Portugal.
Arturo H AriñoUniversity of Navarra, Biodiversity and Environment Institute, Pamplona, Spain.ORCID 0000-0003-4620-6445
Maximilian BastlDepartment of Otorhinolaryngology, Medical University of Vienna, Vienna, Austria.ORCID 0000-0002-2182-0409
Jordina BelmonteDepartament de Biologia Animal, Biologia Vegetal i Ecologia, Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain.ORCID 0000-0002-6419-9595
Uwe E BergerUniversity of Innsbruck, Department of Botany, Innsbruck, Austria.ORCID 0000-0002-9265-2131
Maira BoniniDepartment of Hygiene and Health Prevention, Agency for Health Protection of Metropolitan Area of Milan (ATS), Milan, Italy.
Nicolas BruffaertsMycology and Aerobiology, Sciensano, Brussels, Belgium.ORCID 0000-0001-6310-9140
Jeroen ButersCenter of Allergy & Environment (ZAUM), Member of the German Center for Lung Research (DZL), Technical University and Helmholtz Center Munich, Munich, Germany.ORCID 0000-0003-3581-5472
Paloma CariñanosDepartment of Botany, University of Granada, Granada, Spain.ORCID 0000-0002-8955-2383
Sevcan CelenkBursa Uludag University, Faculty of Arts and Science, Department of Biology, Aerobiology Laboratory, 16059, Görükle-Bursa, Türkiye.ORCID 0000-0003-4925-8902
Valentina CeriottiDepartment of Hygiene and Health Prevention, Agency for Health Protection of Metropolitan Area of Milan (ATS), Milan, Italy.ORCID 0000-0003-3586-3626
Athanasios CharalampopoulosDepartment of Ecology, School of Biology, Faculty of Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece.ORCID 0000-0001-7281-9507
Yolanda ClewlowHealth, air quality, & UK pollen forecasting, UK Met Office, Exeter, UK.ORCID 0000-0001-6539-1872
Bernard ClotFederal Office of Meteorology and Climatology MeteoSwiss, Zurich, Switzerland.ORCID 0000-0003-3935-6509
Aslog DahlDepartment of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden.ORCID 0000-0001-9523-9134
Athanasios DamialisDepartment of Ecology, School of Biology, Faculty of Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece.ORCID 0000-0003-2917-5667
Concepción De LinaresDepartment of Botany, University of Granada, Granada, Spain.ORCID 0000-0002-2047-3337
Letty A De WegerDepartment of Pulmonology, Leiden University Medical Center, Leiden, the Netherlands.ORCID 0000-0002-9067-7407
Lukas DirrDepartment of Otorhinolaryngology, Medical University of Vienna, Vienna, Austria.
Agneta EkebomPalynological Laboratory, Swedish Museum of Natural History, Stockholm, Sweden.ORCID 0000-0003-0343-9863
Yalda FatahiFinnish Meteorological Institute, Helsinki, Finland.ORCID 0000-0001-8277-5691
María Fernández GonzálezSciences Faculty, University of Vigo, Ourense, 32002, Spain.
Delia Fernández GonzálezBiodiversity and Environmental Management, University of León, León, Spain.ORCID 0000-0002-4976-3733
Santiago Fernández-RodríguezDepartment of Construction, School of Technology, University of Extremadura, Avda. de la Universidad s/n, Cáceres, Spain.
Carmen GalánInter-University Institute for Earth System Research (IISTA), International Campus of Excellence on Agri-food (ceiA3), University of Cordoba, Cordoba, Spain.ORCID 0000-0002-6849-1219
Björn GeddaPalynological Laboratory, Swedish Museum of Natural History, Stockholm, Sweden.ORCID 0000-0003-3953-6411
Regula GehrigFederal Office of Meteorology and Climatology MeteoSwiss, Zurich, Switzerland.ORCID 0000-0002-8223-9482
Carmi Geller BernsteinZabludovicz Center for Autoimmune Diseases, Sheba Medical Center, Ramat Gan, Israel.
Nestor Gonzalez RoldanPollen Laboratory, Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden.ORCID 0000-0002-2799-9454
Lukasz GrewlingLaboratory of Aerobiology, Department of Systematic and Environmental Botany, Faculty of Biology, Adam Mickiewicz University, Poznan, Poland.
Lenka HajkovaCzech Hydrometeorological Institute, Prague, Czech Republic.ORCID 0000-0003-1340-7101
Risto HänninenFinnish Meteorological Institute, Helsinki, Finland.ORCID 0000-0001-8931-1726
François HentgesUnit of Immunology-Allergology, Centre Hospitalier de, Luxembourg, Luxembourg.
Juha JantunenSouth Karelia Allergy and Environment Institute, Imatra, Finland.
Evgeny KadantsevFinnish Meteorological Institute, Helsinki, Finland.ORCID 0000-0002-4586-1459
Idalia KasprzykCollege of Natural Sciences University of Rzeszow, Rzeszow, Poland.
Mathilde KlosterThe Asthma and Allergy Association, Roskilde, Denmark.ORCID 0000-0003-4130-9349
Katarzyna KluskaInstitute of Biology, College of Natural Sciences University of Rzeszow, Rzeszow, Poland.
Mieke KoendersElkerliek Helmond, Helmond, Netherlands.
Janka LafférsováRegional Public Health Office department of medical microbiology, bratislava, Slovakia.
Poliana Mihaela LeruClinical Department 5, Carol Davila University of Medicine, Bucharest, Romania.
Agnieszka LipiecDepartment of the Prevention of Environmental Hazard, Allergology and Immunology, Medical University of Warsaw, Warsaw, Poland.
Maria Louna-KorteniemiBiodiversity Unit, University of Turku, Turku, Finland.ORCID 0000-0002-2650-005X
Donát MagyarNational Center for Public Health and Pharmacy, Budapest, Hungary.
Barbara Majkowska-Wojciechowska"Aeroallergen Monitoring Centre ""AMoC", Department of Immunology and Allergy, Allergy, Poland.
Mika MäkeläHUS Helsingin yliopistollinen sairaala, Jyväskylä, Finland.
Mirjana MitrovicSerbian Environmental Protection Agency, Belgrade, Serbia.
Dorota MyszkowskaJagiellonian University Medical College, Department of Clinical and Environmental Allergology, Kraków, Poland.ORCID 0000-0002-1493-3990
Gilles OliverFrench Aerobiological Monitoring Network (RNSA), Brussieu, France.ORCID 0000-0002-5864-8147
Pia ÖstenssonPalynological Laboratory, Swedish Museum of Natural History, Stockholm, Sweden.
Rosa Pérez-BadiaUniversity of Castilla-La Mancha, Institute of Environmental Sciences, Toledo, Spain.ORCID 0000-0002-2471-4388
Krystyna Piotrowska-WeryszkoDepartment of Botany and Plant Physiology, Subdepartment of Aerobiology, University of Life Sciences in Lublin, Lublin, Poland.
Marje PrankFinnish Meteorological Institute, Helsinki, Finland.
Ewa Maria Przedpelska-WasowiczIcelandic Institute of Natural History, Akureyri, Iceland.ORCID 0000-0002-0481-7953
Sanna PätsiBiodiversity Unit, University of Turku, Turku, Finland.
F Javier Rodríguyez RajoSciences Faculty, University of Vigo, Ourense, 32002, Spain.ORCID 0000-0001-8535-901X
Hallvard RamfjordDepartment of Biology, NTNU, Trondheim, Norway.
Joanna RapiejkoAllergen Research Center, Warsaw, Poland.ORCID 0000-0001-9832-0413
Victoria RodinkovaDepartment of Pharmacy, National Pirogov Memorial Medical University, Vinnytsia, Ukraine.ORCID 0000-0003-0741-1104
Jesús RojoDepartment of Pharmacology, Pharmacognosy and Botany, Faculty of Pharmacy, Complutense University of Madrid, Madrid, Spain.ORCID 0000-0002-3627-130X
Luis Ruiz-ValenzuelaDepartment of Biology Animal, Plant Biology and Ecology, University of Jaén, Jaén, Spain.ORCID 0000-0003-4195-5930
Ondrej RybnicekUniversity Hospital Brno, Brno, Czech Republic.
Annika SaartoBiodiversity Unit, University of Turku, Turku, Finland.
Ingrida SaulieneVilnius University Siauliai Academy, Siauliai, Lithuania.ORCID 0000-0003-0250-1127
Andreja Kofol SeligerNational Laboratory of Health, Environment and Food, Maribor, Slovenia.
Elena SeverovaFaculty of Biology, Moscow State University, Moscow, Russia.ORCID 0000-0002-0547-5625
Valentina ShalabodaRetired from Faculty of Pharmacy of the Belarusian State Medical University, Minsk, Belarus.
Branko SikoparijaBioSense Institute Research Institute for Information Technologies in Biosystems, University of Novi Sad, Novi Sad, Serbia.ORCID 0000-0002-6766-4149
Pilvi SiljamoFinnish Meteorological Institute, Helsinki, Finland.
Joana SoaresStiftelsen NILU - Stiftelsen Norwegian Institute for Air Research, Kjeller, Norway.ORCID 0000-0002-8737-6056
Olga SozinovaUniversity of Latvia, Riga, Latvia.ORCID 0000-0001-9725-7790
Anders StangelFinnish Meteorological Institute, Helsinki, Finland.
Barbara StjepanovićLaboratory of Aerobiology at Teaching Institute of Public Health dr. Andrija Štampar, Zagreb, Croatia.
Erik TeinemaaEstonian Environmental research Institute (under Estonian Environmental Research Centre), Tartu, Estonia.
Svyatoslav TyuryakovFinnish Meteorological Institute, Helsinki, Finland.
M Mar TrigoDepartment of Botany and Plant Physiology, University of Malaga, Malaga, Spain.ORCID 0000-0002-6571-5205
Andreas UppstuFinnish Meteorological Institute, Helsinki, Finland.
Mart VillEstonian Environmental research Institute (under Estonian Environmental Research Centre), Tartu, Estonia.
Julius ViraFinnish Meteorological Institute, Helsinki, Finland.
Nicolas VisezFrench Aerobiological Monitoring Network (RNSA), Brussieu, France.
Tiina VitikainenSouth Karelia Allergy and Environment Institute, Imatra, Finland.
Despoina VokouDepartment of Ecology, School of Biology, Faculty of Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece.
Elżbieta Weryszko-ChmielewskaDepartment of Botany and Plant Physiology, Subdepartment of Aerobiology, University of Life Sciences in Lublin, Lublin, Poland.ORCID 0000-0001-8410-2757
Ari KarppinenFinnish Meteorological Institute, Helsinki, Finland.
Funding
Academy of Finland (Suomen Akatemia) 318194Academy of Finland (Suomen Akatemia) 329215Academy of Finland (Suomen Akatemia) 355851EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 101057131EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 101060784EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 101086109Ministry of Education and Science, Republic of Latvia MK252
Abstract
The dataset presents a 43 year-long reanalysis of pollen seasons for three major allergenic genera of trees in Europe: alder (Alnus), birch (Betula), and olive (Olea). Driven by the meteorological reanalysis ERA5, the atmospheric composition model SILAM predicted the flowering period and calculated the Europe-wide dispersion pattern of pollen for the years 1980-2022. The model applied an extended 4-dimensional variational data assimilation of in-situ observations of aerobiological networks in 34 European countries to reproduce the inter-annual variability and trends of pollen production and distribution. The control variable of the assimilation procedure was the total pollen release during each flowering season, implemented as an annual correction factor to the mean pollen production. The dataset was designed as an input to studies on climate-induced and anthropogenically driven changes in the European vegetation, biodiversity monitoring, bioaerosol modelling and assessment, as well as, in combination with intra-seasonal observations, for health-related applications.
Indexed as
AlnusBetulaOleaPollenSeasonsAllergensEnvironmental MonitoringEuropeAllergens
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