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<front>
<journal-meta>
<journal-id journal-id-type="publisher">ESSDD</journal-id>
<journal-title-group>
<journal-title>Earth System Science Data Discussions</journal-title>
<abbrev-journal-title abbrev-type="publisher">ESSDD</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Earth Syst. Sci. Data Discuss.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1866-3591</issn>
<publisher><publisher-name></publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/essd-2026-540</article-id>
<title-group>
<article-title>Consistent and Harmonized Forest Statistics for Forest-use Intensity Analyses Across Europe (2000&amp;ndash;2023)</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Weidinger</surname>
<given-names>Florian</given-names>
<ext-link>https://orcid.org/0000-0001-7577-2054</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Matej</surname>
<given-names>Sarah</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Egger</surname>
<given-names>Claudine</given-names>
<ext-link>https://orcid.org/0000-0003-2259-4543</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Gingrich</surname>
<given-names>Simone</given-names>
<ext-link>https://orcid.org/0000-0001-7891-8688</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Rein</surname>
<given-names>Laura</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lerchbaum</surname>
<given-names>Elisa</given-names>
<ext-link>https://orcid.org/0009-0003-0425-2993</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Herold</surname>
<given-names>Martin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Runge</surname>
<given-names>Alexandra</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Di Fulvio</surname>
<given-names>Fulvio</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>See</surname>
<given-names>Linda</given-names>
<ext-link>https://orcid.org/0000-0002-2665-7065</ext-link>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Black</surname>
<given-names>Kevin</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pilli</surname>
<given-names>Roberto</given-names>
<ext-link>https://orcid.org/0000-0003-4541-7056</ext-link>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Máslo</surname>
<given-names>Jan</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Vangi</surname>
<given-names>Elia</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Cienciala</surname>
<given-names>Emil</given-names>
<ext-link>https://orcid.org/0000-0002-1254-4254</ext-link>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Collalti</surname>
<given-names>Alessio</given-names>
<ext-link>https://orcid.org/0000-0002-4980-8487</ext-link>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Erb</surname>
<given-names>Karl-Heinz</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Institute of Social Ecology, BOKU University, 1070 Vienna, Austria</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Remote Sensing and Geoinformatics, GFZ Helmholtz Centre for Geosciences, 14473 Potsdam, Germany</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>International Institute for Applied Systems Analysis (IIASA), 2361 Laxenburg, Austria</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Forest, Environmental Research &amp; Services (FERS) Ltd., Navan, Ireland</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>independent consultant: 35133 Padova, Italy</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Czech Forestry Institute (NLI), Forest Monitoring Department, 250 01 Brandýs nad Labem–Stará Boleslav, Czech Republic</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>Forest Modelling Laboratory, Institute for Agriculture and Forestry Systems in the Mediterranean, National Research Council of Italy (CNR-ISAFOM), 06128 Perugia, Italy</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>Institute of Forest Ecosystem Research (IFER), 254 01 Jílové u Prahy, Czech Republic</addr-line>
</aff>
<pub-date pub-type="epub">
<day>23</day>
<month>07</month>
<year>2026</year>
</pub-date>
<volume>2026</volume>
<fpage>1</fpage>
<lpage>40</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2026 Florian Weidinger et al.</copyright-statement>
<copyright-year>2026</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://essd.copernicus.org/preprints/essd-2026-540/">This article is available from https://essd.copernicus.org/preprints/essd-2026-540/</self-uri>
<self-uri xlink:href="https://essd.copernicus.org/preprints/essd-2026-540/essd-2026-540.pdf">The full text article is available as a PDF file from https://essd.copernicus.org/preprints/essd-2026-540/essd-2026-540.pdf</self-uri>
<abstract>
<p>Forests play a crucial role in Europe as carbon sinks, biodiversity reservoirs, and sources of renewable raw materials. Reliable Europe-wide statistics on forest biomass stocks, forest area, and harvest at national and subnational scales are essential for monitoring biomass dynamics and supporting sustainable forest management. However, the availability of such data remains incomplete, and differences in definitions, methodologies, and reporting standards introduce substantial uncertainties that hinder robust interpretation. Here, we present EuFor, an open-access database of key forest indicators for 38 European countries, derived from National Forest Inventories (NFIs), census statistics, and datasets from international organizations. It is openly available at &lt;a href=&quot;https://doi.org/10.5281/zenodo.20815146&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot;&gt;https://doi.org/10.5281/zenodo.20815146&lt;/a&gt;. EuFor consists of two subsets: (i) EuFor-reported, a compilation of primary statistical data for 1990&amp;ndash;2023, and (ii) EuFor-harmonized, a stock-flow consistent annual time series of forest area, roundwood volumes of growing stock and harvest for 2000&amp;ndash;2023 across 21 national and 193 subnational units. EuFor shows near-perfect agreement with an authoritative reference dataset at the European aggregate level. At the country level, however, discrepancies vary substantially. Agreement is highest for forest area (mean relative deviation: 3.2 %; mean Pearson correlation: r = 0.743), followed by growing stock (7.4 %; r = 0.872), and harvest (14.5 %; r = 0.654). We further derived four indicators of forest-use intensity. Data uncertainties propagated into these estimates, leaving the direction of change ambiguous in 20 % of assessments. Moreover, the indicators often revealed contrasting spatial patterns and trends, highlighting both substantial uncertainty in trend interpretation and the multidimensional nature of forest-use intensity. By providing open-access, harmonized forest statistics together with an explicit assessment of uncertainty, EuFor offers a valuable resource for future analyses of forest biomass dynamics, carbon balances, forest-use intensity, and sustainable forest management across Europe.</p>
</abstract>
<counts><page-count count="40"/></counts>
<funding-group>
<award-group id="gs1">
<funding-source>HORIZON EUROPE Framework Programme</funding-source>
<award-id>101056875</award-id>
</award-group>
<award-group id="gs2">
<funding-source>Austrian Science Fund</funding-source>
<award-id>10.55776/P35420</award-id>
</award-group>
<award-group id="gs3">
<funding-source>Austrian Science Fund</funding-source>
<award-id>Young Scientists Summer Program (YSSP) at the International Institute for Applied Systems Analysis (IIASA), Laxenburg, (Austria)</award-id>
</award-group>
</funding-group>
</article-meta>
</front>
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