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Sofiev M, Palamarchuk J, Kouznetsov R, Abramidze T, Adams-Groom B, Antunes CM, Ariño AH, Bastl M, Belmonte J, Berger UE, Bonini M, Bruffaerts N, Buters J, Cariñanos P, Celenk S, Ceriotti V, Charalampopoulos A, Clewlow Y, Clot B, Dahl A, Damialis A, De Linares C, De Weger LA, Dirr L, Ekebom A, Fatahi Y, Fernández González M, Fernández González D, Fernández-Rodríguez S, Galán C, Gedda B, Gehrig R, Geller Bernstein C, Gonzalez Roldan N, Grewling L, Hajkova L, Hänninen R, Hentges F, Jantunen J, Kadantsev E, Kasprzyk I, Kloster M, Kluska K, Koenders M, Lafférsová J, Leru PM, Lipiec A, Louna-Korteniemi M, Magyar D, Majkowska-Wojciechowska B, Mäkelä M, Mitrovic M, Myszkowska D, Oliver G, Östensson P, Pérez-Badia R, Piotrowska-Weryszko K, Prank M, Przedpelska-Wasowicz EM, Pätsi S, Rajo FJR, Ramfjord H, Rapiejko J, Rodinkova V, Rojo J, Ruiz-Valenzuela L, Rybnicek O, Saarto A, Sauliene I, Seliger AK, Severova E, Shalaboda V, Sikoparija B, Siljamo P, Soares J, Sozinova O, Stangel A, Stjepanović B, Teinemaa E, Tyuryakov S, Trigo MM, Uppstu A, Vill M, Vira J, Visez N, Vitikainen T, Vokou D, Weryszko-Chmielewska E, Karppinen A. European pollen reanalysis, 1980-2022, for alder, birch, and olive. Sci Data 2024; 11:1082. [PMID: 39362896 PMCID: PMC11450224 DOI: 10.1038/s41597-024-03686-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 07/26/2024] [Indexed: 10/05/2024] Open
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.
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Affiliation(s)
| | | | | | | | | | - Célia M Antunes
- University of Évora, School of Health and Human Development, Department of Medical and Health Sciences & Institute of Earth Sciences - ICT, Évora, Portugal
| | - Arturo H Ariño
- University of Navarra, Biodiversity and Environment Institute, Pamplona, Spain
| | - Maximilian Bastl
- Department of Otorhinolaryngology, Medical University of Vienna, Vienna, Austria
| | - Jordina Belmonte
- Departament de Biologia Animal, Biologia Vegetal i Ecologia, Universitat Autònoma de Barcelona (UAB), Bellaterra, Spain
- Institut de Ciència i Tecnologia Ambientals (ICTA-UAB), Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Uwe E Berger
- University of Innsbruck, Department of Botany, Innsbruck, Austria
| | - Maira Bonini
- Department of Hygiene and Health Prevention, Agency for Health Protection of Metropolitan Area of Milan (ATS), Milan, Italy
| | | | - Jeroen Buters
- Center of Allergy & Environment (ZAUM), Member of the German Center for Lung Research (DZL), Technical University and Helmholtz Center Munich, Munich, Germany
| | - Paloma Cariñanos
- Department of Botany, University of Granada, Granada, Spain
- Andalusian Institute for Earth System Research (IISTA-CEAMA), University of Granada, Granada, Spain
| | - Sevcan Celenk
- Bursa Uludag University, Faculty of Arts and Science, Department of Biology, Aerobiology Laboratory, 16059, Görükle-Bursa, Türkiye
| | - Valentina Ceriotti
- Department of Hygiene and Health Prevention, Agency for Health Protection of Metropolitan Area of Milan (ATS), Milan, Italy
| | - Athanasios Charalampopoulos
- Department of Ecology, School of Biology, Faculty of Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Yolanda Clewlow
- Health, air quality, & UK pollen forecasting, UK Met Office, Exeter, UK
| | - Bernard Clot
- Federal Office of Meteorology and Climatology MeteoSwiss, Zurich, Switzerland
| | - Aslog Dahl
- Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Athanasios Damialis
- Department of Ecology, School of Biology, Faculty of Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | - Letty A De Weger
- Department of Pulmonology, Leiden University Medical Center, Leiden, the Netherlands
| | - Lukas Dirr
- Department of Otorhinolaryngology, Medical University of Vienna, Vienna, Austria
| | - Agneta Ekebom
- Palynological Laboratory, Swedish Museum of Natural History, Stockholm, Sweden
| | - Yalda Fatahi
- Finnish Meteorological Institute, Helsinki, Finland
| | | | - Delia Fernández González
- Biodiversity and Environmental Management, University of León, León, Spain
- Institute of Atmospheric Sciences and Climate-CNR, Bologna, Italy
| | - Santiago Fernández-Rodríguez
- Department of Construction, School of Technology, University of Extremadura, Avda. de la Universidad s/n, Cáceres, Spain
| | - Carmen Galán
- Inter-University Institute for Earth System Research (IISTA), International Campus of Excellence on Agri-food (ceiA3), University of Cordoba, Cordoba, Spain
| | - Björn Gedda
- Palynological Laboratory, Swedish Museum of Natural History, Stockholm, Sweden
| | - Regula Gehrig
- Federal Office of Meteorology and Climatology MeteoSwiss, Zurich, Switzerland
| | | | - Nestor Gonzalez Roldan
- Pollen Laboratory, Department of Biological and Environmental Sciences, University of Gothenburg, Gothenburg, Sweden
| | - Lukasz Grewling
- Laboratory of Aerobiology, Department of Systematic and Environmental Botany, Faculty of Biology, Adam Mickiewicz University, Poznan, Poland
| | - Lenka Hajkova
- Czech Hydrometeorological Institute, Prague, Czech Republic
| | | | - François Hentges
- Unit of Immunology-Allergology, Centre Hospitalier de, Luxembourg, Luxembourg
| | - Juha Jantunen
- South Karelia Allergy and Environment Institute, Imatra, Finland
| | | | - Idalia Kasprzyk
- College of Natural Sciences University of Rzeszow, Rzeszow, Poland
| | | | - Katarzyna Kluska
- Institute of Biology, College of Natural Sciences University of Rzeszow, Rzeszow, Poland
| | | | - Janka Lafférsová
- Regional Public Health Office department of medical microbiology, bratislava, Slovakia
| | - Poliana Mihaela Leru
- Clinical Department 5, Carol Davila University of Medicine, Bucharest, Romania
- Allergology Research Laboratory, Colentina Clinical Hospital, București, Romania
| | - Agnieszka Lipiec
- Department of the Prevention of Environmental Hazard, Allergology and Immunology, Medical University of Warsaw, Warsaw, Poland
| | | | - Donát Magyar
- National Center for Public Health and Pharmacy, Budapest, Hungary
| | - Barbara Majkowska-Wojciechowska
- "Aeroallergen Monitoring Centre ""AMoC", Department of Immunology and Allergy, Allergy, Poland
- Medical University of Lodz, Lodz, Poland
| | - Mika Mäkelä
- HUS Helsingin yliopistollinen sairaala, Jyväskylä, Finland
| | | | - Dorota Myszkowska
- Jagiellonian University Medical College, Department of Clinical and Environmental Allergology, Kraków, Poland
| | - Gilles Oliver
- French Aerobiological Monitoring Network (RNSA), Brussieu, France
| | - Pia Östensson
- Palynological Laboratory, Swedish Museum of Natural History, Stockholm, Sweden
| | - Rosa Pérez-Badia
- University of Castilla-La Mancha, Institute of Environmental Sciences, Toledo, Spain
| | - Krystyna Piotrowska-Weryszko
- Department of Botany and Plant Physiology, Subdepartment of Aerobiology, University of Life Sciences in Lublin, Lublin, Poland
| | - Marje Prank
- Finnish Meteorological Institute, Helsinki, Finland
| | | | - Sanna Pätsi
- Biodiversity Unit, University of Turku, Turku, Finland
| | | | | | | | - Victoria Rodinkova
- Department of Pharmacy, National Pirogov Memorial Medical University, Vinnytsia, Ukraine
| | - Jesús Rojo
- Department of Pharmacology, Pharmacognosy and Botany, Faculty of Pharmacy, Complutense University of Madrid, Madrid, Spain
| | - Luis Ruiz-Valenzuela
- Department of Biology Animal, Plant Biology and Ecology, University of Jaén, Jaén, Spain
- University Institute of research in Olive Groves and Olive Oils, University of Jaén, Jaén, Spain
| | - Ondrej Rybnicek
- University Hospital Brno, Brno, Czech Republic
- Masaryk University, Brno, Czech Republic
| | - Annika Saarto
- Biodiversity Unit, University of Turku, Turku, Finland
| | | | | | - Elena Severova
- Faculty of Biology, Moscow State University, Moscow, Russia
- Faculty of Biology, Shenzhen MSU -BIT University, Shenzhen, China
| | - Valentina Shalaboda
- Retired from Faculty of Pharmacy of the Belarusian State Medical University, Minsk, Belarus
| | - Branko Sikoparija
- BioSense Institute Research Institute for Information Technologies in Biosystems, University of Novi Sad, Novi Sad, Serbia
| | | | - Joana Soares
- Stiftelsen NILU - Stiftelsen Norwegian Institute for Air Research, Kjeller, Norway
| | | | | | - Barbara Stjepanović
- Laboratory of Aerobiology at Teaching Institute of Public Health dr. Andrija Štampar, Zagreb, Croatia
| | - Erik Teinemaa
- Estonian Environmental research Institute (under Estonian Environmental Research Centre), Tartu, Estonia
| | | | - M Mar Trigo
- Department of Botany and Plant Physiology, University of Malaga, Malaga, Spain
| | | | - Mart Vill
- Estonian Environmental research Institute (under Estonian Environmental Research Centre), Tartu, Estonia
| | - Julius Vira
- Finnish Meteorological Institute, Helsinki, Finland
| | - Nicolas Visez
- French Aerobiological Monitoring Network (RNSA), Brussieu, France
- Université de Lille, CNRS, UMR, 8516, LASIRE - Laboratoire de Spectroscopie pour les Interactions, la Réactivité et l'Environnement, F-59000, Lille, France
| | - Tiina Vitikainen
- South Karelia Allergy and Environment Institute, Imatra, Finland
| | - Despoina Vokou
- Department of Ecology, School of Biology, Faculty of Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Elżbieta Weryszko-Chmielewska
- Department of Botany and Plant Physiology, Subdepartment of Aerobiology, University of Life Sciences in Lublin, Lublin, Poland
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