European pollen reanalysis, 1980–2022, for alder, birch, and olive

Mikhail Sofiev; Julia Palamarchuk; Rostislav Kouznetsov; Tamuna Abramidze; Beverley Adams-Groom; Célia M. Antunes; Arturo H. Ariño; Maximilian Bastl; Jordina Belmonte; Uwe E. Berger; Maira Bonini; Nicolas Bruffaerts; Jeroen Buters; Paloma Cariñanos; Sevcan Celenk; Valentina Ceriotti; Athanasios Charalampopoulos; Yolanda Clewlow; Bernard Clot; Aslog Dahl; Athanasios Damialis; Concepción De Linares; Letty A. De Weger; Lukas Dirr; Agneta Ekebom; Yalda Fatahi; María Fernández González; Delia Fernández González; Santiago Fernández-Rodríguez; Carmen Galán; Björn Gedda; Regula Gehrig; Carmi Geller Bernstein; Nestor Gonzalez Roldan; Lukasz Grewling; Lenka Hajkova; Risto Hänninen; François Hentges; Juha Jantunen; Evgeny Kadantsev; Idalia Kasprzyk; Mathilde Kloster; Katarzyna Kluska; Mieke Koenders; Janka Lafférsová; Poliana Mihaela Leru; Agnieszka Lipiec; Maria Louna-Korteniemi; Donát Magyar; Barbara Majkowska-Wojciechowska; Mika Mäkelä; Mirjana Mitrovic; Dorota Myszkowska; Gilles Oliver; Pia Östensson; Rosa Pérez-Badia; Krystyna Piotrowska-Weryszko; Marje Prank; Ewa Maria Przedpelska-Wasowicz; Sanna Pätsi; F. Javier Rodríguyez Rajo; Hallvard Ramfjord; Joanna Rapiejko; Victoria Rodinkova; Jesús Rojo; Luis Ruiz-Valenzuela; Ondrej Rybnicek; Annika Saarto; Ingrida Sauliene; Andreja Kofol Seliger; Elena Severova; Valentina Shalaboda; Branko Sikoparija; Pilvi Siljamo; Joana Soares; Olga Sozinova; Anders Stangel; Barbara Stjepanović; Erik Teinemaa; Svyatoslav Tyuryakov; M. Mar Trigo; Andreas Uppstu; Mart Vill; Julius Vira; Nicolas Visez; Tiina Vitikainen; Despoina Vokou; Elżbieta Weryszko-Chmielewska; Ari Karppinen

doi:10.1038/s41597-024-03686-2

European pollen reanalysis, 1980–2022, for alder, birch, and olive

Mikhail Sofiev
, Julia Palamarchuk
, Rostislav Kouznetsov
, Tamuna Abramidze
, Beverley Adams-Groom
, Célia M. Antunes
, Arturo H. Ariño
, Maximilian Bastl
, Jordina Belmonte
, Uwe E. Berger
, Maira Bonini
, Nicolas Bruffaerts
, Jeroen Buters
, Paloma Cariñanos
, Sevcan Celenk
, Valentina Ceriotti
, Athanasios Charalampopoulos
, Yolanda Clewlow
, Bernard Clot
, Aslog Dahl

Athanasios Damialis, Concepción De Linares, Letty A. De Weger, Lukas Dirr, Agneta Ekebom, Yalda Fatahi, María Fernández González, Delia Fernández González, Santiago Fernández-Rodríguez, Carmen Galán, Björn Gedda, Regula Gehrig, Carmi Geller Bernstein, Nestor Gonzalez Roldan, Lukasz Grewling, Lenka Hajkova, Risto Hänninen, François Hentges, Juha Jantunen, Evgeny Kadantsev, Idalia Kasprzyk, Mathilde Kloster, Katarzyna Kluska, Mieke Koenders, Janka Lafférsová, Poliana Mihaela Leru, Agnieszka Lipiec, Maria Louna-Korteniemi, Donát Magyar, Barbara Majkowska-Wojciechowska, Mika Mäkelä, Mirjana Mitrovic, Dorota Myszkowska, Gilles Oliver, Pia Östensson, Rosa Pérez-Badia, Krystyna Piotrowska-Weryszko, Marje Prank, Ewa Maria Przedpelska-Wasowicz, Sanna Pätsi, F. Javier Rodríguyez Rajo, Hallvard Ramfjord, Joanna Rapiejko, Victoria Rodinkova, Jesús Rojo, Luis Ruiz-Valenzuela, Ondrej Rybnicek, Annika Saarto, Ingrida Sauliene, Andreja Kofol Seliger, Elena Severova, Valentina Shalaboda, Branko Sikoparija, Pilvi Siljamo, Joana Soares, Olga Sozinova, Anders Stangel, Barbara Stjepanović, Erik Teinemaa, Svyatoslav Tyuryakov, M. Mar Trigo, Andreas Uppstu, Mart Vill, Julius Vira, Nicolas Visez, Tiina Vitikainen, Despoina Vokou, Elżbieta Weryszko-Chmielewska, Ari Karppinen

Finnish Meteorological Institute
Center of Allergy and Immunology
University of Worcester
Universidade de Évora
University of Navarra
Medical University of Vienna
Universitat Autònoma de Barcelona (UAB)
University of Innsbruck
ATS (Agency for Health Protection of Metropolitan Area of Milan)
Sciensano
Helmholtz Zentrum München German Research Center for Environmental Health
University of Granada
Instituto Interuniversitario de Investigación del Sistema Tierra en Andalucía
Uludag University
School of Biology
Met Office
Swiss Fed. Off. Metrology/Accreditat
University of Gothenburg
Leiden University Medical Centre
Invetebrate Zoology
University of Vigo
Universidad de León
Institute of Atmospheric Sciences and Climate-CNR
University of Extremadura
IAS-CSIC and University of Cordoba
Sheba Medical Center
A. Mickiewicz University
Czech Hydrometeorological Institute
Centre Hospitalier de Luxembourg
South Karelia Allergy and Environment Institute
University of Rzeszow
The Asthma and Allergy Association
Elkerliek Helmond
Regional Public Health Office department of medical microbiology
Central Military Emergency University Hospital
Colentina Clinical Hospital
Medical University of Warsaw
University of Turku and Turku University Hospital
National Center for Public Health and Pharmacy
“Aeroallergen Monitoring Centre ““AMoC”
Medical University of Lodz
HUS Helsingin yliopistollinen sairaala
Serbian Environmental Protection Agency
Jagiellonian University Medical College
RNSA (French Aerobiology Network)
University of Castilla-La Mancha
Agricultural University
Icelandic Museum of Natural History
Norwegian University of Science and Technology
Allergen Research Center Ltd.
National Pirogov Memorial Medical University, Vinnytsya
Universidade Complutense de Madrid
University of Jaén
Faculty of Medicine of Masaryk University Brno and University Hospital
Masaryk University
Vilnius University Šiauliai Academy
National Laboratory of Health
Moscow State University
Shenzhen MSU-BIT University
Minsk State Medical Institute
University of Novi Sad, BioSense Institute
Norwegian Institute for Air Research
University of Latvia
Andrija Štampar Teaching Institute of Public Health
Estonian Environmental Research Centre Ltd.
University of Málaga
Laboratoire de Spectrochimie Infrarouge et Raman (LASIR)

Research output: Contribution to journal › Article › peer-review

16 Scopus citations

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.

Original language	English
Article number	1082
Journal	Scientific Data
Volume	11
Issue number	1
DOIs	https://doi.org/10.1038/s41597-024-03686-2
State	Published - Dec 2024
Externally published	Yes

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10.1038/s41597-024-03686-2

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Sofiev, M., Palamarchuk, J., Kouznetsov, R., Abramidze, T., Adams-Groom, B., Antunes, C. M., Ariño, A. H., Bastl, M., Belmonte, J., Berger, U. E., Bonini, M., Bruffaerts, N., Buters, J., Cariñanos, P., Celenk, S., Ceriotti, V., Charalampopoulos, A., Clewlow, Y., Clot, B., ... Karppinen, A. (2024). European pollen reanalysis, 1980–2022, for alder, birch, and olive. Scientific Data, 11(1), Article 1082. https://doi.org/10.1038/s41597-024-03686-2

@article{468456e5e83840658f2d37baaac1b146,

title = "European pollen reanalysis, 1980–2022, for alder, birch, and olive",

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.",

author = "Mikhail Sofiev and Julia Palamarchuk and Rostislav Kouznetsov and Tamuna Abramidze and Beverley Adams-Groom and Antunes, \{C{\'e}lia M.\} and Ari{\~n}o, \{Arturo H.\} and Maximilian Bastl and Jordina Belmonte and Berger, \{Uwe E.\} and Maira Bonini and Nicolas Bruffaerts and Jeroen Buters and Paloma Cari{\~n}anos and Sevcan Celenk and Valentina Ceriotti and Athanasios Charalampopoulos and Yolanda Clewlow and Bernard Clot and Aslog Dahl and Athanasios Damialis and \{De Linares\}, Concepci{\'o}n and \{De Weger\}, \{Letty A.\} and Lukas Dirr and Agneta Ekebom and Yalda Fatahi and \{Fern{\'a}ndez Gonz{\'a}lez\}, Mar{\'i}a and \{Fern{\'a}ndez Gonz{\'a}lez\}, Delia and Santiago Fern{\'a}ndez-Rodr{\'i}guez and Carmen Gal{\'a}n and Bj{\"o}rn Gedda and Regula Gehrig and \{Geller Bernstein\}, Carmi and \{Gonzalez Roldan\}, Nestor and Lukasz Grewling and Lenka Hajkova and Risto H{\"a}nninen and Fran{\c c}ois Hentges and Juha Jantunen and Evgeny Kadantsev and Idalia Kasprzyk and Mathilde Kloster and Katarzyna Kluska and Mieke Koenders and Janka Laff{\'e}rsov{\'a} and Leru, \{Poliana Mihaela\} and Agnieszka Lipiec and Maria Louna-Korteniemi and Don{\'a}t Magyar and Barbara Majkowska-Wojciechowska and Mika M{\"a}kel{\"a} and Mirjana Mitrovic and Dorota Myszkowska and Gilles Oliver and Pia {\"O}stensson and Rosa P{\'e}rez-Badia and Krystyna Piotrowska-Weryszko and Marje Prank and Przedpelska-Wasowicz, \{Ewa Maria\} and Sanna P{\"a}tsi and Rajo, \{F. Javier Rodr{\'i}guyez\} and Hallvard Ramfjord and Joanna Rapiejko and Victoria Rodinkova and Jes{\'u}s Rojo and Luis Ruiz-Valenzuela and Ondrej Rybnicek and Annika Saarto and Ingrida Sauliene and Seliger, \{Andreja Kofol\} and Elena Severova and Valentina Shalaboda and Branko Sikoparija and Pilvi Siljamo and Joana Soares and Olga Sozinova and Anders Stangel and Barbara Stjepanovi{\'c} and Erik Teinemaa and Svyatoslav Tyuryakov and Trigo, \{M. Mar\} and Andreas Uppstu and Mart Vill and Julius Vira and Nicolas Visez and Tiina Vitikainen and Despoina Vokou and El{\.z}bieta Weryszko-Chmielewska and Ari Karppinen",

note = "Publisher Copyright: {\textcopyright} The Author(s) 2024.",

year = "2024",

month = dec,

doi = "10.1038/s41597-024-03686-2",

language = "English",

volume = "11",

journal = "Scientific Data",

issn = "2052-4463",

publisher = "Nature Research",

number = "1",

}

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 2024, 'European pollen reanalysis, 1980–2022, for alder, birch, and olive', Scientific Data, vol. 11, no. 1, 1082. https://doi.org/10.1038/s41597-024-03686-2

TY - JOUR

T1 - European pollen reanalysis, 1980–2022, for alder, birch, and olive

AU - Sofiev, Mikhail

AU - Palamarchuk, Julia

AU - Kouznetsov, Rostislav

AU - Abramidze, Tamuna

AU - Adams-Groom, Beverley

AU - Antunes, Célia M.

AU - Ariño, Arturo H.

AU - Bastl, Maximilian

AU - Belmonte, Jordina

AU - Berger, Uwe E.

AU - Bonini, Maira

AU - Bruffaerts, Nicolas

AU - Buters, Jeroen

AU - Cariñanos, Paloma

AU - Celenk, Sevcan

AU - Ceriotti, Valentina

AU - Charalampopoulos, Athanasios

AU - Clewlow, Yolanda

AU - Clot, Bernard

AU - Dahl, Aslog

AU - Damialis, Athanasios

AU - De Linares, Concepción

AU - De Weger, Letty A.

AU - Dirr, Lukas

AU - Ekebom, Agneta

AU - Fatahi, Yalda

AU - Fernández González, María

AU - Fernández González, Delia

AU - Fernández-Rodríguez, Santiago

AU - Galán, Carmen

AU - Gedda, Björn

AU - Gehrig, Regula

AU - Geller Bernstein, Carmi

AU - Gonzalez Roldan, Nestor

AU - Grewling, Lukasz

AU - Hajkova, Lenka

AU - Hänninen, Risto

AU - Hentges, François

AU - Jantunen, Juha

AU - Kadantsev, Evgeny

AU - Kasprzyk, Idalia

AU - Kloster, Mathilde

AU - Kluska, Katarzyna

AU - Koenders, Mieke

AU - Lafférsová, Janka

AU - Leru, Poliana Mihaela

AU - Lipiec, Agnieszka

AU - Louna-Korteniemi, Maria

AU - Magyar, Donát

AU - Majkowska-Wojciechowska, Barbara

AU - Mäkelä, Mika

AU - Mitrovic, Mirjana

AU - Myszkowska, Dorota

AU - Oliver, Gilles

AU - Östensson, Pia

AU - Pérez-Badia, Rosa

AU - Piotrowska-Weryszko, Krystyna

AU - Prank, Marje

AU - Przedpelska-Wasowicz, Ewa Maria

AU - Pätsi, Sanna

AU - Rajo, F. Javier Rodríguyez

AU - Ramfjord, Hallvard

AU - Rapiejko, Joanna

AU - Rodinkova, Victoria

AU - Rojo, Jesús

AU - Ruiz-Valenzuela, Luis

AU - Rybnicek, Ondrej

AU - Saarto, Annika

AU - Sauliene, Ingrida

AU - Seliger, Andreja Kofol

AU - Severova, Elena

AU - Shalaboda, Valentina

AU - Sikoparija, Branko

AU - Siljamo, Pilvi

AU - Soares, Joana

AU - Sozinova, Olga

AU - Stangel, Anders

AU - Stjepanović, Barbara

AU - Teinemaa, Erik

AU - Tyuryakov, Svyatoslav

AU - Trigo, M. Mar

AU - Uppstu, Andreas

AU - Vill, Mart

AU - Vira, Julius

AU - Visez, Nicolas

AU - Vitikainen, Tiina

AU - Vokou, Despoina

AU - Weryszko-Chmielewska, Elżbieta

AU - Karppinen, Ari

PY - 2024/12

Y1 - 2024/12

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/85205605691

U2 - 10.1038/s41597-024-03686-2

DO - 10.1038/s41597-024-03686-2

M3 - Article

C2 - 39362896

AN - SCOPUS:85205605691

SN - 2052-4463

VL - 11

JO - Scientific Data

JF - Scientific Data

IS - 1

M1 - 1082

ER -

European pollen reanalysis, 1980–2022, for alder, birch, and olive

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