<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" specific-use="SMUR" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">EGUsphere</journal-id>
<journal-title-group>
<journal-title>EGUsphere</journal-title>
<abbrev-journal-title abbrev-type="publisher">EGUsphere</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">EGUsphere</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub"></issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/egusphere-2026-1751</article-id>
<title-group>
<article-title>Evaluating GNSS-T VOD sensitivity to plant water dynamics, rainfall interception, and dew in a coniferous forest</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Schellenberg</surname>
<given-names>Konstantin</given-names>
<ext-link>https://orcid.org/0000-0002-2563-9017</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Paulus</surname>
<given-names>Sinikka J.</given-names>
<ext-link>https://orcid.org/0000-0002-8908-7987</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Queck</surname>
<given-names>Ronald</given-names>
<ext-link>https://orcid.org/0000-0001-5051-004X</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>Chaparro</surname>
<given-names>David</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>Binks</surname>
<given-names>Oliver</given-names>
<ext-link>https://orcid.org/0000-0002-6291-3644</ext-link>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mencuccini</surname>
<given-names>Maurizio</given-names>
<ext-link>https://orcid.org/0000-0003-0840-1477</ext-link>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Paligi</surname>
<given-names>Sharath S.</given-names>
<ext-link>https://orcid.org/0000-0003-2139-2018</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>Hartmann</surname>
<given-names>Henrik</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Schmullius</surname>
<given-names>Christiane</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Dubois</surname>
<given-names>Clémence</given-names>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jagdhuber</surname>
<given-names>Thomas</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Earth Observation, Institute for Geography, Friedrich Schiller University Jena, Jena, Germany</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Max Planck Institute for Biogeochemistry, Jena, Germany</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Microwaves and Radar Institute, German Aerospace Center, Oberpfaffenhofen, Germany</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Faculty of Environment and Natural Resources, University of Freiburg, Freiburg, Germany</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Institute of Hydrology and Meteorology, Dresden University of Technology, Tharandt, Germany</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>CREAF, Cerdanyola del Vallès, Barcelona, Spain</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>ICREA, Barcelona, Spain</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>Plant Ecology and Ecosystems Research, Albrecht von Haller Institute for Plant Sciences, University of Göttingen, Göttingen, Germany</addr-line>
</aff>
<aff id="aff9">
<label>9</label>
<addr-line>Julius Kühn-Institute for Forest Protection, Federal Research Institute for Cultivated Plants, Quedlinburg, Germany</addr-line>
</aff>
<aff id="aff10">
<label>10</label>
<addr-line>Faculty of Forest sciences and Forest Ecology, Georg-August-University Göttingen, Göttingen, Germany</addr-line>
</aff>
<aff id="aff11">
<label>11</label>
<addr-line>School for Climate Studies, Stellenbosch University, Stellenbosch, South Africa</addr-line>
</aff>
<aff id="aff12">
<label>12</label>
<addr-line>Institute of Data Science, German Aerospace Center, Jena, Germany</addr-line>
</aff>
<aff id="aff13">
<label>13</label>
<addr-line>Institute of Geography, University of Augsburg, Augsburg, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>23</day>
<month>04</month>
<year>2026</year>
</pub-date>
<volume>2026</volume>
<fpage>1</fpage>
<lpage>43</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2026 Konstantin Schellenberg 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://egusphere.copernicus.org/preprints/2026/egusphere-2026-1751/">This article is available from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-1751/</self-uri>
<self-uri xlink:href="https://egusphere.copernicus.org/preprints/2026/egusphere-2026-1751/egusphere-2026-1751.pdf">The full text article is available as a PDF file from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-1751/egusphere-2026-1751.pdf</self-uri>
<abstract>
<p>Monitoring forest canopy water is essential for understanding drought response and interception losses under climate change. At short timescales, canopy water is partitioned among internal plant water storage (&lt;em&gt;S&lt;sub&gt;p&lt;/sub&gt;&lt;/em&gt;), rainfall interception (&lt;em&gt;S&lt;sub&gt;i&lt;/sub&gt;&lt;/em&gt;), and dew (&lt;em&gt;S&lt;sub&gt;d&lt;/sub&gt;&lt;/em&gt;), which together regulate plant functioning, canopy evaporation, and precipitation partitioning, yet are rarely observed simultaneously. GNSS transmissometry (GNSS-T) has recently emerged as a low-cost, continuous, stand-scale method to observe L-band vegetation optical depth (VOD) from signal attenuation. However, interpreting GNSS-T VOD remains difficult because the signal integrates multiple water pools and is similarly affected by biomass, canopy structure, and measurement noise.&lt;/p&gt;
&lt;p&gt;Here, we applied GNSS-T in a mature &lt;em&gt;Picea abies&lt;/em&gt; stand in Tharandt, Germany, during the 2024 growing season to separate canopy water storage into &lt;em&gt;S&lt;sub&gt;i&lt;/sub&gt;&lt;/em&gt;, &lt;em&gt;S&lt;sub&gt;d&lt;/sub&gt;&lt;/em&gt;, and &lt;em&gt;S&lt;sub&gt;p&lt;/sub&gt;&lt;/em&gt;. Rainfall interception was simulated with the multilayer Penman&amp;ndash;Rutter model CanWat and used to calibrate the empirical VOD&amp;ndash;water-storage relationship and to convert the GNSS-T noise floor into an equivalent storage detectability threshold. GNSS-T VOD tracked interception storage robustly and approximately linearly at both 30-min and event scales (R&amp;sup2; = 0.63/0.79), and modeled &lt;em&gt;S&lt;sub&gt;i&lt;/sub&gt;&lt;/em&gt; explained VOD variability better than gross precipitation alone. The inferred attenuation coefficient &lt;em&gt;b&lt;/em&gt; was physically consistent with the reported L-band values but varied seasonally, indicating that time-varying calibration is preferable to a fixed relationship. Dew-related wetting signals were distinguishable in VOD and yielded plausible mean nightly amounts, but short event duration and high noise caused unrealistic extremes and limited detectability. Diurnal changes in internal plant water storage were not directly detectable at sub-daily scales, indicating that realized variations in &lt;em&gt;S&lt;sub&gt;p&lt;/sub&gt;&lt;/em&gt; remained below the GNSS-T noise floor during the study period which we could show using trait-based estimates of expected maximum plant water loss under non-stressed conditions.&lt;/p&gt;
&lt;p&gt;This storage-versus-noise framework provides a practical way to benchmark the hydraulic sensitivity of GNSS-T across sites that differ in biomass, hydraulic strategy, and climate, and further highlights noise reduction as a prerequisite for plant-hydraulic applications, especially in low-biomass ecosystems. This study further promotes GNSS-T VOD as a robust monitoring instrument for resolving sub-event interception storage, a potential avenue for constraining hydrological models.</p>
</abstract>
<counts><page-count count="43"/></counts>
</article-meta>
</front>
<body/>
<back>
</back>
</article>