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  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">96</journal-id>
      <journal-id journal-id-type="index">urn:lsid:arphahub.com:pub:F4D9FBFC-24EC-547D-B66A-28079C596A60</journal-id>
      <journal-title-group>
        <journal-title xml:lang="en">Plant Sociology</journal-title>
        <abbrev-journal-title xml:lang="en">Plant Sociology</abbrev-journal-title>
      </journal-title-group>
      <issn pub-type="ppub">2280-1855</issn>
      <issn pub-type="epub">2704-6192</issn>
      <publisher>
        <publisher-name>Pensoft Publishers</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.3897/pls2024612/03</article-id>
      <article-id pub-id-type="publisher-id">129409</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
        <subj-group subj-group-type="biological_taxon">
          <subject>Angiospermae</subject>
        </subj-group>
        <subj-group subj-group-type="scientific_subject">
          <subject>Plant Community Conservation and Management</subject>
          <subject>Vegetation mapping</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>﻿A thematic vegetation dataset of SArdinian GRAsslands (<abbrev xlink:title="Sardinian Grasslands" id="ABBRID0E6">SAGRA</abbrev>)</article-title>
      </title-group>
      <contrib-group content-type="authors">
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Bagella</surname>
            <given-names>Simonetta</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-8519-2675</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Caria</surname>
            <given-names>Maria Carmela</given-names>
          </name>
          <email xlink:type="simple">mccaria@uniss.it</email>
          <uri content-type="orcid">https://orcid.org/0000-0002-7478-4819</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Bonari</surname>
            <given-names>Gianmaria</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-5574-6067</uri>
          <xref ref-type="aff" rid="A2">2</xref>
          <xref ref-type="aff" rid="A3">3</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Malavasi</surname>
            <given-names>Marco</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0002-9639-1784</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Melis</surname>
            <given-names>Raimondo</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Piga</surname>
            <given-names>Giovanna</given-names>
          </name>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="no">
          <name name-style="western">
            <surname>Rivieccio</surname>
            <given-names>Giovanni</given-names>
          </name>
          <uri content-type="orcid">https://orcid.org/0000-0003-0840-0212</uri>
          <xref ref-type="aff" rid="A1">1</xref>
        </contrib>
      </contrib-group>
      <aff id="A1">
        <label>1</label>
        <addr-line>Department of Chemical, Physical, Mathematical and Natural Sciences, University of Sassari, Sassari, Italy</addr-line>
      </aff>
      <aff id="A2">
        <label>2</label>
        <addr-line>Desertification Research Center, University of Sassari, Sassari, Italy</addr-line>
      </aff>
      <aff id="A3">
        <label>3</label>
        <addr-line>Department of Life Sciences, University of Siena, Siena, Italy</addr-line>
      </aff>
      <aff id="A4">
        <label>4</label>
        <addr-line>NBFC, National Biodiversity Future Center, Palermo, Italy</addr-line>
      </aff>
      <author-notes>
        <fn fn-type="corresp">
          <p>Corresponding author: Maria Carmela Caria (<email xlink:type="simple">mccaria@uniss.it</email>)</p>
        </fn>
        <fn fn-type="edited-by">
          <p>Academic editor: Federico Fernández-González</p>
        </fn>
      </author-notes>
      <pub-date pub-type="collection">
        <year>2024</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>27</day>
        <month>08</month>
        <year>2024</year>
      </pub-date>
      <volume>61</volume>
      <issue>2</issue>
      <fpage>41</fpage>
      <lpage>47</lpage>
      <uri content-type="arpha" xlink:href="http://openbiodiv.net/A3C6871D-6FE1-53A7-9962-A599CF19B5C6">A3C6871D-6FE1-53A7-9962-A599CF19B5C6</uri>
      <uri content-type="zenodo_dep_id" xlink:href="https://zenodo.org/record/13444351">13444351</uri>
      <history>
        <date date-type="received">
          <day>11</day>
          <month>06</month>
          <year>2024</year>
        </date>
        <date date-type="accepted">
          <day>19</day>
          <month>07</month>
          <year>2024</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>Simonetta Bagella, Maria Carmela Caria, Gianmaria Bonari, Marco Malavasi, Raimondo Melis, Giovanna Piga, Giovanni Rivieccio</copyright-statement>
        <license license-type="creative-commons-attribution" xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <abstract>
        <label>﻿Abstract</label>
        <p>We present the dataset “SArdinian GRAsslands” (<abbrev xlink:title="Sardinian Grasslands" id="ABBRID0ERF">SAGRA</abbrev>), a collection of georeferenced vegetation surveys sourced from different areas of Sardinia (Italy). <abbrev xlink:title="Sardinian Grasslands" id="ABBRID0EVF">SAGRA</abbrev> addresses a geographic gap in current databases, as plots from Sardinian grasslands are underrepresented. We collected vegetation data from different projects and organized it within a framework that allows for scalability to larger scales or integration into existing databases. The surveys include three categories of information: general, vegetation and management, and environmental. Overall, <abbrev xlink:title="Sardinian Grasslands" id="ABBRID0EZF">SAGRA</abbrev> comprises 1277 vegetation surveys, some of which were performed in different years in the same plots. This dataset encompasses 685 plots and 434 species, primarily therophytes.</p>
      </abstract>
      <kwd-group>
        <label>Keywords</label>
        <kwd>This georeferenced vegetation dataset can support further scientific research and aid the sustainable management of Mediterranean grasslands. Databases</kwd>
        <kwd>Grassland management</kwd>
        <kwd>Mediterranean grasslands</kwd>
        <kwd>Phytosociological surveys</kwd>
        <kwd>Plant diversity</kwd>
        <kwd>Vegetation data</kwd>
        <kwd>Vegetation plots</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec sec-type="﻿Introduction" id="SECID0EHG">
      <title>﻿Introduction</title>
      <p>Large-scale databases offer valuable opportunities to monitor biodiversity across various spatial and temporal scales. Vegetation plots, compared to occurrence data are particularly effective for monitoring vegetation. They provide several advantages, including the identification of co-occurring and missing species (<xref ref-type="bibr" rid="B41">Phillips et al. 2009</xref>; <xref ref-type="bibr" rid="B20">Chytrý et al. 2016</xref>; <xref ref-type="bibr" rid="B45">Sabatini et al. 2021</xref>). Using vegetation plots in plant community ecology is a crucial breakthrough that significantly contributes to understanding distribution patterns and dynamics (<xref ref-type="bibr" rid="B31">Kapfer et al. 2017</xref>; <xref ref-type="bibr" rid="B45">Sabatini et al. 2021</xref>). Additionally, it helps address emerging issues such as the severe risk of species loss, habitat degradation, and biodiversity decline (<xref ref-type="bibr" rid="B12">Biurrun et al. 2021</xref>). Plots also play a key role in classifying vegetation, assessing the conservation status of species and habitats, and monitoring the spread of alien species (<xref ref-type="bibr" rid="B20">Chytrý et al. 2016</xref>; <xref ref-type="bibr" rid="B55">Yannelli et al. 2022</xref>; <xref ref-type="bibr" rid="B30">Janssen et al. 2023</xref>). Although vegetation plot data were historically collected within specific projects or survey campaigns tailored for local and regional objectives, the widespread harmonization and accessibility of this resource started only a few decades ago (<xref ref-type="bibr" rid="B47">Schaminée et al. 2006</xref>). Currently, numerous initiatives have established vegetation databases on national, supranational, and global scales (<xref ref-type="bibr" rid="B35">Landucci et al. 2012</xref>; <xref ref-type="bibr" rid="B20">Chytrý et al. 2016</xref>; <xref ref-type="bibr" rid="B13">Bonari et al. 2019</xref>; <xref ref-type="bibr" rid="B15">Bruelheide et al. 2019</xref>; <xref ref-type="bibr" rid="B45">Sabatini et al. 2021</xref>; <xref ref-type="bibr" rid="B1">Alessi et al. 2022</xref>). Besides broad-scale initiatives, some databases focus on specific environments or habitats. For instance, the GrassPlot database concentrates on multi-scale plant diversity in Palaearctic grasslands (<xref ref-type="bibr" rid="B21">Dengler et al. 2018</xref>). Thematic databases, like GrassPlot, enhance monitoring effectiveness by providing additional details related to the management of surveyed areas. This is crucial for secondary grasslands, as their existence and floristic composition are strongly associated with specific management practices and grazing livestock (<xref ref-type="bibr" rid="B32">Klimek et al. 2007</xref>; <xref ref-type="bibr" rid="B27">Halada et al. 2011</xref>; <xref ref-type="bibr" rid="B43">Ribeiro et al. 2014</xref>; <xref ref-type="bibr" rid="B40">Perring et al. 2018</xref>; <xref ref-type="bibr" rid="B29">Janišová et al. 2021</xref>). Monitoring biodiversity vital for identifying trends and drivers of change, guiding policy formulation, sustainable management, and conservation actions. This is especially crucial in the face of a global crisis influenced by land use change and climate change (<xref ref-type="bibr" rid="B36">Lindenmayer and Likens 2009</xref>; <xref ref-type="bibr" rid="B54">Watson et al. 2019</xref>; <xref ref-type="bibr" rid="B33">Knollová et al. 2024</xref>). Moreover, georeferenced plots play a pivotal role in resampling vegetation at the exact locations over time. Therefore, databases with resampled and georeferenced plots are invaluable for consistent vegetation monitoring. Approximating the relocation of plots can potentially exaggerate temporal changes and compromise results (<xref ref-type="bibr" rid="B34">Kopecký and Macek 2015</xref>).</p>
      <p>Among secondary formations, Mediterranean grasslands are of particular interest due to the biodiversity they host and the ecosystem services they provide, including nutrient cycling, carbon sequestration, water cycle regulation, agricultural goods, and cultural heritage (<xref ref-type="bibr" rid="B51">Unger and Jongen 2014</xref>; <xref ref-type="bibr" rid="B43">Ribeiro et al. 2014</xref>; <xref ref-type="bibr" rid="B48">Seddaiu et al. 2018</xref>; <xref ref-type="bibr" rid="B26">Grenke et al. 2022</xref>; <xref ref-type="bibr" rid="B37">Malavasi et al. 2023</xref>). However, these grasslands face challenges such as intensive grazing practices, grassland abandonment, and climate change (<xref ref-type="bibr" rid="B22">Dibari et al. 2021</xref>). This leads to a decline in surface area and grassland quality, thus posing a severe conservation issue (<xref ref-type="bibr" rid="B32">Klimek et al. 2007</xref>).</p>
      <p>The availability of data on vegetation in Mediterranean pastures is crucial for implementing monitoring activities aimed at their management. In this context, our efforts have concentrated on a specific area in the Mediterranean region, Sardinia (Italy), whose territory has been shaped over the centuries by pastoral activities (<xref ref-type="bibr" rid="B37">Malavasi et al. 2023</xref>). Sardinia is recognized as a hotspot for plants in the Mediterranean region (<xref ref-type="bibr" rid="B39">Myers et al. 2000</xref>). The number of taxa reported for the island varies (<xref ref-type="bibr" rid="B9">Bagella et al. 2020a</xref>), with <xref ref-type="bibr" rid="B4">Arrigoni (2006–2015)</xref> citing 2810 taxa and <xref ref-type="bibr" rid="B11">Bartolucci et al. (2024)</xref> reporting 2479 taxa, considering only native and archeophytes. The island’s diverse climate, topography, and geological substrates contribute to the variety of potential natural vegetation, primarily characterized by <italic>Quercus ilex</italic> and <italic>Q. suber</italic> woodlands (<xref ref-type="bibr" rid="B5">Bacchetta et al. 2009</xref>). These grasslands, which are of secondary origin, are a crucial component of agro-silvopastoral systems and currently face significant threats from abandonment (<xref ref-type="bibr" rid="B48">Seddaiu et al. 2018</xref>; <xref ref-type="bibr" rid="B10">Bagella et al. 2020b</xref>). To facilitate the utilization of available data, we have built the dataset “Sardinian Grasslands” (<abbrev xlink:title="Sardinian Grasslands" id="ABBRID0EWDAC">SAGRA</abbrev>), a collection of surveys from different areas of the island and various years, accurately georeferenced. Information about plots are reported in Table <xref ref-type="table" rid="T1">1</xref>. <abbrev xlink:title="Sardinian Grasslands" id="ABBRID0E5DAC">SAGRA</abbrev> also addresses a geographic gap, as plots from Sardinian grasslands are underrepresented in existing databases.</p>
      <table-wrap id="T1" position="float" orientation="portrait">
        <label>Table 1.</label>
        <caption>
          <p>Information relative to each survey contained in <abbrev xlink:title="Sardinian Grasslands" id="ABBRID0EXDBG">SAGRA</abbrev> dataset.</p>
        </caption>
        <table id="TID0EDMBG" rules="all">
          <tbody>
            <tr>
              <th rowspan="1" colspan="1">General information</th>
              <th rowspan="1" colspan="1">Vegetation and management</th>
              <th rowspan="1" colspan="1">Environmental information</th>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Unique Identification Code (ID)</td>
              <td rowspan="1" colspan="1">Total vegetation cover (%)</td>
              <td rowspan="1" colspan="1">Elevation</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Survey year</td>
              <td rowspan="1" colspan="1">Vegetation structure</td>
              <td rowspan="1" colspan="1">Slope</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Survey date</td>
              <td rowspan="1" colspan="1">Management type</td>
              <td rowspan="1" colspan="1">Aspect</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Surveyors’ names</td>
              <td rowspan="1" colspan="1">Duration</td>
              <td rowspan="1" colspan="1">Vegetation series</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Custodian</td>
              <td rowspan="1" colspan="1">Grazing animals</td>
              <td rowspan="1" colspan="1">Bioclimate</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Country</td>
              <td rowspan="13" colspan="1"/>
              <td rowspan="1" colspan="1">Geology</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Municipality</td>
              <td rowspan="1" colspan="1">Land use</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Site name</td>
              <td rowspan="11" colspan="1"/>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Original project name</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Original project Identification code</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Farm name</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Field identification code</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Replicate number</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Longitude</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Latitude</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Location uncertainty (m)</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Number of resurveys</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Plot size</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec sec-type="﻿Study area" id="SECID0ECEAC">
      <title>﻿Study area</title>
      <p>Sardinia is located in the Mediterranean basin, encompassing an area of approximately 24,000 km<sup>2</sup>. It boasts a coastline extending about 1900 km (<xref ref-type="bibr" rid="B38">Mori 1966</xref>) (Fig. <xref ref-type="fig" rid="F1">1</xref>).</p>
      <fig id="F1" position="float" orientation="portrait">
        <object-id content-type="doi">10.3897/pls2024612/03.figure1</object-id>
        <object-id content-type="arpha">486D4B1E-9F0A-5E6D-94C3-BC424D42B16C</object-id>
        <label>Figure 1.</label>
        <caption>
          <p>Location of Sardinia in the Mediterranean basin.</p>
        </caption>
        <graphic xlink:href="plantsociology-61-041-g001.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_1120944.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1120944</uri>
        </graphic>
      </fig>
      <p>The morphology of the island’s terrain is predominantly mountainous, featuring a maximum elevation of 1834 m a.s.l. and an average elevation of 334 m a.s.l. (<xref ref-type="bibr" rid="B38">Mori 1966</xref>). Geologically, Sardinia comprises four main units: a Variscan crystalline basement characterized by Paleozoic magmatic intrusive and metamorphic complexes (in the east side); a Permian to Oligocene sedimentary marine succession (in the west side); an Upper Oligocene to Upper Miocene volcano-sedimentary succession, and Plio-Pleistocene basaltic lava flows (on the central part of the island). Additionally, volcanic and terrigenous Quaternary deposits occur in the main plains and along the coasts (<xref ref-type="bibr" rid="B18">Carmignani et al. 2016</xref>).</p>
      <p>Approximately 28% of the island’s total surface area is marked by outcropping rock and poorly developed soils, with depths not exceeding 10–15 cm. Only 18% of Sardinia’s land area consists of irrigable soil (<xref ref-type="bibr" rid="B52">Vacca 2016</xref>). The climate is typically Mediterranean, characterized by dry and hot summers, and relatively rainy and mild winters. In Sardinia, annual precipitation ranges from 411 to over 1215 mm in the inner mountainous regions. The mean annual temperature ranges from 11.7 °C to 18.1 °C. Two macroclimate types have been identified: Mediterranean pluviseasonal oceanic, covering 99.1% of the total area, and Temperate oceanic (<xref ref-type="bibr" rid="B17">Canu et al. 2015</xref>).</p>
    </sec>
    <sec sec-type="﻿Data collection" id="SECID0EGFAC">
      <title>﻿Data collection</title>
      <p>Data on grasslands were gathered from ten projects spanning the years 2011 to 2021 (<xref ref-type="bibr" rid="B6">Bagella et al. 2013</xref>, <xref ref-type="bibr" rid="B7">2014</xref>, <xref ref-type="bibr" rid="B9">2020a</xref>, <xref ref-type="bibr" rid="B10">b</xref>; <xref ref-type="bibr" rid="B44">Rossetti et al. 2015</xref>; <xref ref-type="bibr" rid="B48">Seddaiu et al. 2018</xref>), employing a consistent sampling method. We used 2 m × 2 m plots (<xref ref-type="bibr" rid="B2">Angelini et al. 2016</xref>). Within homogeneous areas from an environmental and management perspective, referred to as “fields”, we conducted three to five random replications. Within each plot, the abundance-dominance of all present plant species was quantified using the scale proposed by <xref ref-type="bibr" rid="B14">Braun-Blanquet (1932)</xref>. The scale includes several categories allowing researchers to quantify the presence and relative importance. Surveys were carried out during spring and sometimes occasionally repeated in different years.</p>
      <p>The surveyed vegetation can be mainly referred to the classses <italic>Papaveretea rhoeadis</italic> S. Brullo et al. 2001, <italic>Polygono</italic>-<italic>Poetea annuae</italic> Rivas-Mart. 1975, <italic>Poetea bulbosae</italic> Rivas Goday et Rivas-Martínez ex Navarro Andrés et Valle Gutiérrez 1984, and <italic>Tuberarietea guttatae</italic> Braun-Blanquet 1973 (<xref ref-type="bibr" rid="B50">Terzi et al. 2024</xref>).</p>
    </sec>
    <sec sec-type="﻿Structure and content of the dataset" id="SECID0E3GAC">
      <title>﻿Structure and content of the dataset</title>
      <p>The data obtained from the ten projects were consolidated into a single file using Turboveg v. 2.135b (<xref ref-type="bibr" rid="B28">Hennekens and Schaminée 2001</xref>). To ensure consistency, plant names were standardized following <xref ref-type="bibr" rid="B23">Euro+Med (2006–2024)</xref>. Additionally, the biological form of each species, as outlined by <xref ref-type="bibr" rid="B42">Pignatti (1982)</xref>, was included in the dataset. Family classifications adhere to the <xref ref-type="bibr" rid="B3">APG IV (2016)</xref>.</p>
      <p>The vegetation surveys are associated with three categories of information: general, vegetation and management, and environmental (Table <xref ref-type="table" rid="T1">1</xref>). The categories of vegetation structure and management. are detailed in Table <xref ref-type="table" rid="T2">2</xref>. Environmental information was derived from open-source facilities (Table <xref ref-type="table" rid="T3">3</xref>).</p>
      <p>The geographic locations of the plots, either initially recorded in the field or later derived remotely, were then standardized to the same coordinate system, World Geodetic System 1984 (WGS84 - EPSG:4326).</p>
      <p><abbrev xlink:title="Sardinian Grasslands" id="ABBRID0EDIAC">SAGRA</abbrev> comprises 1277 surveys performed in 685 vegetation plots primarily located in the central-western and northeastern regions of the island of Sardinia. The plots were permanent and several surveys were repeated in different years. A total of 434 species were found, with the most represented families being Fabaceae, Poaceae and Asteraceae (Fig. <xref ref-type="fig" rid="F2">2A</xref>). Annual species (therophytes; T) outnumbered perennial species (Fig. <xref ref-type="fig" rid="F2">2B</xref>).</p>
      <p>Most species were rarely recorded (Fig. <xref ref-type="fig" rid="F3">3</xref>). By contrast, seven species were recorded in more than 500 surveys (Fig. <xref ref-type="fig" rid="F4">4</xref>).</p>
      <p>Open grasslands are the most represented vegetation type, followed by wooded grasslands, while the other types are sparsely represented across a few plots (Fig. <xref ref-type="fig" rid="F5">5A</xref>). The majority of plots are subjected to grazing activities (Fig. <xref ref-type="fig" rid="F5">5B</xref>). In terms of duration, the temporary type prevails (Fig. <xref ref-type="fig" rid="F5">5C</xref>). Lastly, there is a nearly equal representation of beef cattle and dairy sheep among grazing animals (Fig. <xref ref-type="fig" rid="F5">5D</xref>), with mixed categories primarily consisting of dairy sheep/beef cattle and dairy sheep/goats.</p>
      <p>The plots span a broad elevation range, from 3 to 995 m a.s.l. They are predominantly located on granitic and effusive substrates, with a prevailing northwest-oriented aspect.</p>
      <p>Twelve distinct isobioclimates are represented, with a prevalence of the Lower Mesomediterranean, mainly Lower Mesomediterranean, lower subhumid, weak euoceanic.</p>
      <p>Concerning the plant landscape, the vegetation series more present correspond to those of the Sardinian, calcifuge cork oak forests of the associations <italic>Galio scabri</italic>-<italic>Quercetum suberis</italic> (thermo-mesomediterranean) and <italic>Violo dehnhardtii</italic>-<italic>Quercetum suberis</italic> (mesomediterranean).</p>
      <p>Based on the Corine land use classification, the plots are predominantly categorized as Non-irrigated arable land, followed by Artificial meadows.</p>
      <table-wrap id="T2" position="float" orientation="portrait">
        <label>Table 2.</label>
        <caption>
          <p>Categories of vegetation structure, management, duration and grazing animals considered in <abbrev xlink:title="Sardinian Grasslands" id="ABBRID0EQIBG">SAGRA</abbrev> dataset.</p>
        </caption>
        <table id="TID0EYTBG" rules="all">
          <tbody>
            <tr>
              <td rowspan="3" colspan="1">
                <bold>Vegetation structure</bold>
              </td>
              <td rowspan="1" colspan="1">Open grasslands</td>
              <td rowspan="1" colspan="1">Bushed grasslands</td>
              <td rowspan="1" colspan="1">Wooded grasslands</td>
              <td rowspan="1" colspan="1">Clearings</td>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">
                <italic>Herbaceous grasslands</italic>
              </td>
              <td rowspan="2" colspan="1">
                <italic>Herbaceous grasslands with scattered bushes</italic>
              </td>
              <td rowspan="1" colspan="1">
                <italic>Herbaceous grasslands with scattered trees</italic>
              </td>
              <td rowspan="2" colspan="1">
                <italic>Clearings in the woodlands 500–1000 m<sup>2</sup></italic>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Two subunits: underneath the tree canopy and beyond the tree canopy</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>Management</bold>
              </td>
              <td rowspan="1" colspan="1">Grazed</td>
              <td rowspan="1" colspan="1">Mown</td>
              <td rowspan="1" colspan="1">Mown-grazed</td>
              <td rowspan="1" colspan="1"/>
            </tr>
            <tr>
              <td rowspan="2" colspan="1">
                <bold>Duration</bold>
              </td>
              <td rowspan="1" colspan="1">Temporary</td>
              <td rowspan="1" colspan="1">Permanent</td>
              <td rowspan="1" colspan="1">Mixed</td>
              <td rowspan="2" colspan="1"/>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <italic>Less than 5 years of age, included in a crop rotation</italic>
              </td>
              <td rowspan="1" colspan="1">
                <italic>Naturally (self-seeded) or through cultivation (sown) and not included in the crop rotation of the holding for five years or longer (Commission Regulation EU No 796/2004).</italic>
              </td>
              <td rowspan="1" colspan="1">
                <italic>Combination of the previous two categories</italic>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">
                <bold>Grazing animals</bold>
              </td>
              <td rowspan="1" colspan="1">Dairy sheep</td>
              <td rowspan="1" colspan="1">Dairy cattle</td>
              <td rowspan="1" colspan="1">Beef cattle</td>
              <td rowspan="1" colspan="1">Mixed</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <fig id="F2" position="float" orientation="portrait">
        <object-id content-type="doi">10.3897/pls2024612/03.figure2</object-id>
        <object-id content-type="arpha">08520C97-AA05-50FC-A49A-0A13592514F0</object-id>
        <label>Figure 2.</label>
        <caption>
          <p>Percentage of plant families (<bold>A</bold>) and life forms (<bold>B</bold>) of the species listed in <abbrev xlink:title="Sardinian Grasslands" id="ABBRID0ECNBG">SAGRA</abbrev> dataset (Ch = Chamaephytes; G = Geophytes; H = Hemicryptophytes; P = Phanerophytes; T = Therophytes).</p>
        </caption>
        <graphic xlink:href="plantsociology-61-041-g002.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_1120945.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1120945</uri>
        </graphic>
      </fig>
      <table-wrap id="T3" position="float" orientation="portrait">
        <label>Table 3.</label>
        <caption>
          <p>Sources of the environmental information.</p>
        </caption>
        <table id="TID0EE1BG" rules="all">
          <tbody>
            <tr>
              <th rowspan="1" colspan="1">Information</th>
              <th rowspan="1" colspan="1">Source</th>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Elevation</td>
              <td rowspan="3" colspan="1">Digital Elevation Model with a resolution of 25 m and vertical accuracy of +/- 7 m RMSE (Copernicus Land Monitoring Service – EU-DEM graziv1.1)</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Slope</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Aspect</td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Vegetation series</td>
              <td rowspan="1" colspan="1">
                <xref ref-type="bibr" rid="B5">Bacchetta et al. (2009)</xref>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Bioclimate</td>
              <td rowspan="1" colspan="1">
                <xref ref-type="bibr" rid="B17">Canu et al. (2015)</xref>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Geology</td>
              <td rowspan="1" colspan="1">
                <xref ref-type="bibr" rid="B46">Sardegna Geoportale (2024)</xref>
              </td>
            </tr>
            <tr>
              <td rowspan="1" colspan="1">Land use</td>
              <td rowspan="1" colspan="1">Corine land use classification up to five levels</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <fig id="F3" position="float" orientation="portrait">
        <object-id content-type="doi">10.3897/pls2024612/03.figure3</object-id>
        <object-id content-type="arpha">56639D22-2348-52CF-BFA0-F4E8E5955EF4</object-id>
        <label>Figure 3.</label>
        <caption>
          <p>Frequency distribution of the species presence in the surveys.</p>
        </caption>
        <graphic xlink:href="plantsociology-61-041-g003.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_1120946.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1120946</uri>
        </graphic>
      </fig>
      <fig id="F4" position="float" orientation="portrait">
        <object-id content-type="doi">10.3897/pls2024612/03.figure4</object-id>
        <object-id content-type="arpha">A36BA9F7-F29B-5D9D-89D9-72592634A992</object-id>
        <label>Figure 4.</label>
        <caption>
          <p>Number of occurrences of the seven Mediterranean therophytes recorded in more than 500 surveys (<italic>A. barbata</italic> = <italic>Avena barbata</italic> Link; <italic>L. rigidum</italic> = <italic>Lolium rigidum</italic> Gaudin; <italic>T. subterraneum</italic> = <italic>Trifolium subterraneum</italic> L.; <italic>S. arvensis</italic> = <italic>Sherardia arvensis</italic> L.; <italic>A. arvensis</italic> = <italic>Anthemis arvensis</italic> L.; <italic>V. ligustica</italic> = <italic>Vulpia ligustica</italic> (All.) Link; <italic>M. polymorpha</italic> = <italic>Medicago polymorpha</italic> L.).</p>
        </caption>
        <graphic xlink:href="plantsociology-61-041-g004.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_1120947.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1120947</uri>
        </graphic>
      </fig>
      <fig id="F5" position="float" orientation="portrait">
        <object-id content-type="doi">10.3897/pls2024612/03.figure5</object-id>
        <object-id content-type="arpha">57C5A918-9226-5644-BEDC-4BA94FF4051F</object-id>
        <label>Figure 5.</label>
        <caption>
          <p>Plot characteristics: vegetation structure (<bold>A</bold>), management (<bold>B</bold>), duration (<bold>C</bold>), grazing animals (<bold>D</bold>).</p>
        </caption>
        <graphic xlink:href="plantsociology-61-041-g005.jpg" position="float" orientation="portrait" xlink:type="simple" id="oo_1120948.jpg">
          <uri content-type="original_file">https://binary.pensoft.net/fig/1120948</uri>
        </graphic>
      </fig>
    </sec>
    <sec sec-type="﻿Conclusions and future perspectives" id="SECID0EYJAC">
      <title>﻿Conclusions and future perspectives</title>
      <p>The compilation of the <abbrev xlink:title="Sardinian Grasslands" id="ABBRID0E5JAC">SAGRA</abbrev> dataset resulted from rigorous data collection efforts and a meticulous process of data organization, digitalization, and structuring. Initially emerging as a collection of local projects, its organizational framework enables scalability or integration into existing vegetation databases. The species predominantly represented in the surveys are Mediterranean therophytes, adapted to seasonal precipitation patterns and exhibiting tolerance to disturbances (<xref ref-type="bibr" rid="B49">Tárrega et al. 2009</xref>; <xref ref-type="bibr" rid="B24">Fernández-Moya et al. 2011</xref>). The distribution of species within the three most abundant families mirrors the characteristics of these grasslands. Poaceae and Fabaceae encompass numerous good and excellent forage species (<xref ref-type="bibr" rid="B53">Verdinelli et al. 2022</xref>), whereas Asteraceae comprise thorny and prickly species highlighting the encroachment of grasslands and thereby reducing vegetation cover of palatable species for livestock (<xref ref-type="bibr" rid="B8">Bagella et al. 2019</xref>). The vegetation plots are located in sectors representative of various common environmental conditions on the island and different parts of the Mediterranean basin (<xref ref-type="bibr" rid="B16">Caballero et al. 2009</xref>; <xref ref-type="bibr" rid="B44">Rossetti et al. 2015</xref>; <xref ref-type="bibr" rid="B48">Seddaiu et al. 2018</xref>). <abbrev xlink:title="Sardinian Grasslands" id="ABBRID0E5KAC">SAGRA</abbrev> represents a dataset with numerous perspectives of application. The use of species-specific information can address questions related to responses to diverse environmental gradients, and exploring species and community responses, as well as their relationships with ecosystem services linked to specific management types (<xref ref-type="bibr" rid="B25">Garnier et al. 2016</xref>; <xref ref-type="bibr" rid="B19">Chelli et al. 2019</xref>). The availability of this georeferenced dataset will be useful to define spatial models of grassland diversity in Sardinia. A forthcoming step for <abbrev xlink:title="Sardinian Grasslands" id="ABBRID0EKLAC">SAGRA</abbrev> involves establishing an accessible structure to enhance data management. It will be made accessible through vegetation databases for broader-scale analyses. The dataset will support future studies on Mediterranean grasslands.</p>
    </sec>
    <sec sec-type="﻿Data request" id="SECID0EOLAC">
      <title>﻿Data request</title>
      <p>Data can be obtained through the official vegetation database of the Italian Association for Vegetation Science VegItaly by contacting the VegItaly Steering Committee (<ext-link xlink:href="https://www.scienzadellavegetazione.it/en/vegitaly-3/" ext-link-type="uri" xlink:type="simple">https://www.scienzadellavegetazione.it/en/vegitaly-3/</ext-link>) or by contacting the dataset custodian directly (Simonetta Bagella: <ext-link xlink:href="mailto:sbagella@uniss.it" ext-link-type="uri" xlink:type="simple">sbagella@uniss.it</ext-link>).</p>
    </sec>
  </body>
  <back>
    <ack>
      <title>﻿Acknowledgements</title>
      <p>This paper has been developed within the framework of the project e.INS – Ecosystem of Innovation for Next Generation Sardinia (cod. ECS 00000038) funded by the Italian Ministry for Research and Education (MUR) under the National Recovery and Resilience Plan (NRRP) - MISSION 4 COMPONENT 2, “From research to business” INVESTMENT 1.5, “Creation and strengthening of Ecosystems of innovation” and construction of “Territorial R&amp;D Leaders”.</p>
      <p>The dataset SaGRA was built based on the data provided by the following projects: <italic>EcoFINDERS</italic> (FP7-264465); <italic>PASCUUM</italic> (Regione Sardegna, CRP-25599); <italic>Ichnusa Bubula</italic> (Regional Rural Development Program 2007–2013- Misura 124); <italic>Prati Fioriti</italic> (GAL Marghine, 2014); <italic>Convenzione LAORE</italic> (between the LAORE Agency in Sardinia and the Research Center on Desertification at the University of Sassari, 2017); <italic>LIFE Regenerate</italic> (LIFE16 ENV/ES/000276); <italic>BioMilkChina</italic> (POR FESR Sardegna 2014–2020); <italic>Convenzione Asinara</italic> (in the context of the review of the plan for the National Park of Asinara, 2021); <italic>auto financed project</italic> (2021); <italic>GASPAM</italic> (Regione Sardegna, L. 7/2007, 2019–2021).</p>
      <p>G. Bonari was funded under the National Recovery and Resilience Plan (NRRP), Mission 4 Component 2 Investment 1.4 - Call for tender No. 3138 of 16 December 2021, rectified by Decree n.3175 of 18 December 2021 of Italian Ministry of University and Research funded by the European Union – NextGenerationEU; Award Number: Project code CN_00000033, Concession Decree No. 1034 of 17 June 2022 adopted by the Italian Ministry of University and Research, CUP B63C22000650007, Project title “National Biodiversity Future Center - NBFC”.</p>
      <p>S. Bagella and M.C. Caria acknowledge the support of NBFC to the University of Sassari, funded by the Italian Ministry of University and Research, PNRR, Missione 4 Componente 2, “Dalla ricerca all’impresa”, Investimento 1.4, Project CN00000033.</p>
    </ack>
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