Extension of WRF-Chem for birch pollen modelling—a case study for Poland

被引:0
|
作者
Małgorzata Werner
Jakub Guzikowski
Maciej Kryza
Małgorzata Malkiewicz
Daria Bilińska
Carsten Ambelas Skjøth
Piotr Rapiejko
Kazimiera Chłopek
Katarzyna Dąbrowska-Zapart
Agnieszka Lipiec
Dariusz Jurkiewicz
Ewa Kalinowska
Barbara Majkowska-Wojciechowska
Dorota Myszkowska
Krystyna Piotrowska-Weryszko
Małgorzata Puc
Anna Rapiejko
Grzegorz Siergiejko
Elżbieta Weryszko-Chmielewska
Andrzej Wieczorkiewicz
Monika Ziemianin
机构
[1] University of Wroclaw,Department of Climatology and Atmosphere Protection
[2] University of Wroclaw,Laboratory of Paleobotany, Department of Stratigraphical Geology, Institute of Geological Sciences
[3] University of Worcester,School of Science and the Environment
[4] Department of Otolaryngology with Division of Cranio-Maxillo-Facial Surgery,Faculty of Natural Sciences, Institute of Earth Sciences
[5] Military Institute of Medicine,Department of Prevention of Environmental Hazards and Allergology
[6] Allergen Research Center Ltd.,Department of Immunology and Allergy
[7] University of Silesia in Katowice,Department of Clinical and Environmental Allergology
[8] Medical University of Warsaw,Department of Botany and Plant Physiology
[9] Medical University of Lodz,Institute of Marine & Environmental Sciences
[10] Jagiellonian University Medical College,Pediatrics, Gastroenterology and Allergology Department
[11] University of Life Sciences in Lublin,undefined
[12] University of Szczecin,undefined
[13] University Children Hospital,undefined
关键词
Birch pollen; Pollen season; Air concentrations; Chemical transport model;
D O I
暂无
中图分类号
学科分类号
摘要
In recent years, allergies due to airborne pollen allergens have shown an increasing trend, along with the severity of allergic symptoms in most industrialized countries, while synergism with other common atmospheric pollutants has also been identified as affecting the overall quality of citizenly life. In this study, we propose the state-of-the-art WRF-Chem model, which is a complex Eulerian meteorological model integrated on-line with atmospheric chemistry. We used a combination of the WRF-Chem extended towards birch pollen, and the emission module based on heating degree days, which has not been tested before. The simulations were run for the moderate season in terms of birch pollen concentrations (year 2015) and high season (year 2016) over Central Europe, which were validated against 11 observational stations located in Poland. The results show that there is a big difference in the model’s performance for the two modelled years. In general, the model overestimates birch pollen concentrations for the moderate season and highly underestimates birch pollen concentrations for the year 2016. The model was able to predict birch pollen concentrations for first allergy symptoms (above 20 pollen m−3) as well as for severe symptoms (above 90 pollen m−3) with probability of detection at 0.78 and 0.68 and success ratio at 0.75 and 0.57, respectively for the year 2015. However, the model failed to reproduce these parameters for the year 2016. The results indicate the potential role of correcting the total seasonal pollen emission in improving the model’s performance, especially for specific years in terms of pollen productivity. The application of chemical transport models such as WRF-Chem for pollen modelling provides a great opportunity for simultaneous simulations of chemical air pollution and allergic pollen with one goal, which is a step forward for studying and understanding the co-exposure of these particles in the air.
引用
收藏
页码:513 / 526
页数:13
相关论文
共 50 条
  • [1] Extension of WRF-Chem for birch pollen modelling-a case study for Poland
    Werner, Malgorzata
    Guzikowski, Jakub
    Kryza, Maciej
    Malkiewicz, Malgorzata
    Bilinska, Daria
    Skjoth, Carsten Ambelas
    Rapiejko, Piotr
    Chlopek, Kazimiera
    Dabrowska-Zapart, Katarzyna
    Lipiec, Agnieszka
    Jurkiewicz, Dariusz
    Kalinowska, Ewa
    Majkowska-Wojciechowska, Barbara
    Myszkowska, Dorota
    Piotrowska-Weryszko, Krystyna
    Puc, Malgorzata
    Rapiejko, Anna
    Siergiejko, Grzegorz
    Weryszko-Chmielewska, Elzbieta
    Wieczorkiewicz, Andrzej
    Ziemianin, Monika
    INTERNATIONAL JOURNAL OF BIOMETEOROLOGY, 2021, 65 (04) : 513 - 526
  • [2] PM Modelling over Nepal with WRF-Chem
    Mues, A.
    Lauer, A.
    Rupakheti, M.
    AIR POLLUTION MODELING AND ITS APPLICATION XXIV, 2016, : 319 - 323
  • [3] Application of the WRF-Chem Model for Air Pollution Forecasting in Poland
    Werner, Malgorzata
    Kryza, Maciej
    Skjoth, Carsten Ambelas
    Ojrzynska, Hanna
    Walaszek, Kinga
    Dore, Anthony J.
    AIR POLLUTION MODELING AND ITS APPLICATION XXIV, 2016, : 351 - 356
  • [4] A sensitivity study of the WRF-Chem ozone forecast for Slovenia
    Zabkar, Rahela
    INTERNATIONAL JOURNAL OF ENVIRONMENT AND POLLUTION, 2015, 58 (04) : 321 - 331
  • [5] The Effect of Emission Inventory on Modelling of Seasonal Exposure Metrics of Particulate Matter and Ozone with the WRF-Chem Model for Poland
    Kryza, Maciej
    Werner, Malgorzata
    Dudek, Justyna
    Dore, Anthony James
    SUSTAINABILITY, 2020, 12 (13)
  • [6] Application of WRF-Chem to forecasting PM10 concentration over Poland
    Werner, Malgorzata
    Kryza, Maciej
    Ojrzynska, Hanna
    Skjoth, Carsten Ambelas
    Walaszek, Kinga
    Dore, Anthony J.
    INTERNATIONAL JOURNAL OF ENVIRONMENT AND POLLUTION, 2015, 58 (04) : 280 - 292
  • [7] Importance of reactive halogens in the tropical marine atmosphere: a regional modelling study using WRF-Chem
    Badia, Alba
    Reeves, Claire E.
    Baker, Alex R.
    Saiz-Lopez, Alfonso
    Volkamer, Rainer
    Koenig, Theodore K.
    Apel, Eric C.
    Hornbrook, Rebecca S.
    Carpenter, Lucy J.
    Andrews, Stephen J.
    Sherwen, Tomas
    von Glasow, Roland
    ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (05) : 3161 - 3189
  • [8] Sensitivity of the WRF-Chem Modelled Particulate Matter Concentrations to Microphysics, Planetary Boundary Layer and Radiation Schemes: A Case Study for Poland
    Kryza, Maciej
    Guzikowski, Jakub
    Werner, Malgorzata
    Szymanowski, Mariusz
    Wataszek, Kinga
    Dore, Anthony J.
    AIR POLLUTION MODELING AND ITS APPLICATION XXV, 2018, : 135 - 139
  • [9] A study of Himalayan extreme rainfall events using WRF-Chem
    Sumita Kedia
    Ramesh K. Vellore
    Sahidul Islam
    Akshara Kaginalkar
    Meteorology and Atmospheric Physics, 2019, 131 : 1133 - 1143
  • [10] A study of Himalayan extreme rainfall events using WRF-Chem
    Kedia, Sumita
    Vellore, Ramesh K.
    Islam, Sahidul
    Kaginalkar, Akshara
    METEOROLOGY AND ATMOSPHERIC PHYSICS, 2019, 131 (04) : 1133 - 1143