be44aa501b16fbf3d0bba890f6b6dc6a  European_pollen_reanalysis.pdf
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Title:           European pollen reanalysis, 1980–2022, for alder, birch, and olive
Subject:         Scientific Data, doi:10.1038/s41597-024-03686-2
Keywords:        
Author:          Mikhail Sofiev
Creator:         Springer
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     Item: 
      Title: European pollen reanalysis, 1980–2022, for alder, birch, and olive
      Children: 
       Item: 
        Title: Background & Summary
       Item: 
        Title: Methods
        Children: 
         Item: 
          Title: Pollen modelling and data assimilation technology. 
         Item: 
          Title: Problem formulation. 
         Item: 
          Title: Input data. 
          Children: 
           Item: 
            Title: Meteorological input. 
           Item: 
            Title: Distribution maps of alder, birch, and olive. 
           Item: 
            Title: Pollen observations. 
         Item: 
          Title: SILAM atmospheric composition model. 
         Item: 
          Title: Tree pollen source term. 
         Item: 
          Title: Setup of the 4D-VAR assimilation procedure. 
          Children: 
           Item: 
            Title: Control variable. 
           Item: 
            Title: Covariance matrices and measures against over-fitting. 
           Item: 
            Title: Assimilation window. 
           Item: 
            Title: Observational data averaging and filtering. 
         Item: 
          Title: Bias reduction: calibration of the mean release strength. 
         Item: 
          Title: Setup of the SILAM model runs. 
       Item: 
        Title: Data Records
       Item: 
        Title: Technical Validation
        Children: 
         Item: 
          Title: Validation of the DA procedure. 
         Item: 
          Title: Inter-annual SPIn variation. 
         Item: 
          Title: Efficiency of the post-DA bias reduction. 
         Item: 
          Title: Temporal correlation of daily concentrations. 
         Item: 
          Title: Areas constrained by the observations. 
       Item: 
        Title: Usage Notes
       Item: 
        Title: Acknowledgements
       Item: 
        Title: Fig. 1 Scheme of the European Pollen Reanalysis.
       Item: 
        Title: Fig. 2 Emission distribution maps of (a) alder, (b) birch, and (c) olive (map from 2020) used in the reanalysis.
       Item: 
        Title: Fig. 3 The number of stations used for assimilation and validation for each species over the reanalysis period.
       Item: 
        Title: Fig. 4 Heat-sum start/end flowering thresholds for alder, birch and olive.
       Item: 
        Title: Fig. 5 Histogram of correlation coefficients for 1-day (blue) and 2-day (green) mean observations and model predictions.
       Item: 
        Title: Fig. 6 Mean multi-annual SPIn, [pollen day m−3].
       Item: 
        Title: Fig. 7 Diagnostics of the DA iterations: error reduction and L-curve-based stopping criterion for alder in 1990.
       Item: 
        Title: Fig. 8 Summary of L-curve diagnostics for the whole reanalysis.
       Item: 
        Title: Fig. 9 Histograms of correlation coefficient between the observed and predicted/assimilated inter-annual SPIn variations.
       Item: 
        Title: Fig. 10 Quantile plots for assimilated SPIn.
       Item: 
        Title: Fig. 11 Ratio of observed and modelled multi-annual SPIn.
       Item: 
        Title: Fig. 12 Histograms of temporal correlation coefficient between observed and predicted 2-daily-mean pollen concentrations, 1980–2022.
       Item: 
        Title: Fig. 13 Areas observed by the active stations in 1980 (upper row, 1985 for olives) and 2022 (lower row), [relative].
       Item: 
        Title: Fig. 14 Bias (left column, panels a,c) and correlation coefficient (right column, panels b,d) of the SILAM birch (upper row, panels a,b) and olive (lower row, panels c, d) forecasts in 2022, as evaluated by Copernicus Atmospheric Monitoring Service86.
       Item: 
        Title: Table 1 Parameters of the SILAM pollen source term for trees.
   Info: 
    Title: European pollen reanalysis, 1980 2022, for alder, birch, and olive
    Author: Mikhail Sofiev
    Subject: Scientific Data, doi:10.1038/s41597-024-03686-2
    Keywords: 
    Creator: Springer
    Producer: iText® 5.3.5 ©2000-2012 1T3XT BVBA (SPRINGER SBM; licensed version)
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               <rdf:li xml:lang="x-default">European pollen reanalysis, 1980–2022, for alder, birch, and olive</rdf:li>
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               <rdf:li>Mikhail Sofiev</rdf:li>
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               <rdf:li>Rostislav Kouznetsov</rdf:li>
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               <rdf:li>Gilles Oliver</rdf:li>
               <rdf:li>Pia amp#x000D6;stensson</rdf:li>
               <rdf:li>Rosa Pamp#x000E9;rez-Badia</rdf:li>
               <rdf:li>Krystyna Piotrowska-Weryszko</rdf:li>
               <rdf:li>Marje Prank</rdf:li>
               <rdf:li>Ewa Maria Przedpelska-Wasowicz</rdf:li>
               <rdf:li>Sanna Pamp#x000E4;tsi</rdf:li>
               <rdf:li>F. Javier Rodramp#x000ED;guyez Rajo</rdf:li>
               <rdf:li>Hallvard Ramfjord</rdf:li>
               <rdf:li>Joanna Rapiejko</rdf:li>
               <rdf:li>Victoria Rodinkova</rdf:li>
               <rdf:li>Jesamp#x000FA;s Rojo</rdf:li>
               <rdf:li>Luis Ruiz-Valenzuela</rdf:li>
               <rdf:li>Ondrej Rybnicek</rdf:li>
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               <rdf:li>Andreja Kofol Seliger</rdf:li>
               <rdf:li>Elena Severova</rdf:li>
               <rdf:li>Valentina Shalaboda</rdf:li>
               <rdf:li>Branko Sikoparija</rdf:li>
               <rdf:li>Pilvi Siljamo</rdf:li>
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               <rdf:li>Anders Stangel</rdf:li>
               <rdf:li>Barbara Stjepanoviamp#x00107;</rdf:li>
               <rdf:li>Erik Teinemaa</rdf:li>
               <rdf:li>Svyatoslav Tyuryakov</rdf:li>
               <rdf:li>M. Mar Trigo</rdf:li>
               <rdf:li>Andreas Uppstu</rdf:li>
               <rdf:li>Mart Vill</rdf:li>
               <rdf:li>Julius Vira</rdf:li>
               <rdf:li>Nicolas Visez</rdf:li>
               <rdf:li>Tiina Vitikainen</rdf:li>
               <rdf:li>Despoina Vokou</rdf:li>
               <rdf:li>Elamp#x0017C;bieta Weryszko-Chmielewska</rdf:li>
               <rdf:li>Ari Karppinen</rdf:li>
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                           <pdfaProperty:valueType>Seq Text</pdfaProperty:valueType>
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                           <pdfaProperty:description>The aggregation type specifies the unit of aggregation for a content collection. 
Comment 
PRISM recommends that the PRISM Aggregation Type Controlled Vocabulary be used to provide values for this element. 
Note: PRISM recommends against the use of the #other value currently allowed in this controlled vocabulary. In lieu of using #other please reach out to the PRISM group at info@prismstandard.org to request addition of your term to the Aggregation Type Controlled Vocabulary. 

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                           <pdfaProperty:valueType>Text</pdfaProperty:valueType>
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                        <rdf:li rdf:parseType="Resource">
                           <pdfaProperty:category>external</pdfaProperty:category>
                           <pdfaProperty:description>The Digital Object Identifier for the article.
The DOI may also be used as the dc:identifier. If used as a dc:identifier, the URI form should be captured, and the bare identifier should also be captured using prism:doi. If an alternate unique identifier is used as the required dc:identifier, then the DOI should be specified as a bare identifier within prism:doi only. 
If the URL associated with a DOI is to be specified, then prism:url may be used in conjunction with prism:doi in order to provide the service endpoint (i.e. the URL). 
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                           <pdfaProperty:valueType>Text</pdfaProperty:valueType>
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                        <rdf:li rdf:parseType="Resource">
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                           <pdfaProperty:description>ISSN for an electronic version of the issue in which the resource occurs. 
Permits publishers to include a second ISSN, identifying an electronic version of the issue in which the resource occurs (therefore e(lectronic)Issn. If used, prism:eIssn MUST contain the ISSN of the electronic version. See prism:issn. 
</pdfaProperty:description>
                           <pdfaProperty:name>issn</pdfaProperty:name>
                           <pdfaProperty:valueType>Text</pdfaProperty:valueType>
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                        <rdf:li rdf:parseType="Resource">
                           <pdfaProperty:category>external</pdfaProperty:category>
                           <pdfaProperty:description>Title of the magazine, or other publication, in which a resource was/will be published. 
Typically this will be used to provide the name of the magazine an article appeared in as metadata for the article, along with information such as the article title, the publisher, volume, number, and cover date. 

Note: Publication name can be used to differentiate between a print magazine and the online version if the names are different such as “magazine” and “magazine.com.” 
</pdfaProperty:description>
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                           <pdfaProperty:valueType>Text</pdfaProperty:valueType>
                        </rdf:li>
                        <rdf:li rdf:parseType="Resource">
                           <pdfaProperty:category>external</pdfaProperty:category>
                           <pdfaProperty:description>This element provides the url for an article or unit of content. 
The attribute platform is optionally allowed for situations in which multiple URLs must be specified. PRISM recommends that a subset of the PCV platform values, namely “mobile” and “web”, be used in conjunction with this element. 
NOTE: PRISM recommends against the use of the #other value allowed in the PRISM Platform controlled vocabulary. In lieu of using #other please reach out to the PRISM group at prism-wg@yahoogroups.com to request addition of your term to the Platform Controlled Vocabulary. 
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                           <pdfaProperty:valueType>Text</pdfaProperty:valueType>
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