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<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-2026-2262</article-id>
<title-group>
<article-title>BlueMinerva: An integrated, autonomous platform for carbon flux and environmental monitoring at the aquatic&amp;ndash;atmospheric interface in low-flow waterbodies</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Vogt</surname>
<given-names>Judith</given-names>
<ext-link>https://orcid.org/0000-0003-2502-7560</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>El-Madany</surname>
<given-names>Tarek S.</given-names>
<ext-link>https://orcid.org/0000-0002-0726-7141</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>Burgold</surname>
<given-names>Christian</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>Bolek</surname>
<given-names>Abdullah</given-names>
<ext-link>https://orcid.org/0000-0002-8002-9756</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>Pratt</surname>
<given-names>Elliot</given-names>
<ext-link>https://orcid.org/0009-0004-1315-4727</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>Sachs</surname>
<given-names>Torsten</given-names>
<ext-link>https://orcid.org/0000-0002-9959-4771</ext-link>
</name>
<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>Wille</surname>
<given-names>Christian</given-names>
<ext-link>https://orcid.org/0000-0003-0930-6527</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Helbig</surname>
<given-names>Manuel</given-names>
</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>Lau</surname>
<given-names>Maximilian P.</given-names>
<ext-link>https://orcid.org/0000-0002-0675-663X</ext-link>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zug</surname>
<given-names>Sebastian</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>Matschullat</surname>
<given-names>Jörg</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Göckede</surname>
<given-names>Mathias</given-names>
<ext-link>https://orcid.org/0000-0003-2833-8401</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Max Planck Institute for Biogeochemistry, Jena, Germany</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>GFZ Helmholtz Centre for Geosciences, Potsdam, Germany</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Institute of Geoecology, Technische Universität Braunschweig, Braunschweig, Germany</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Department of Physics and Atmospheric Sciences, Dalhousie University, Halifax, NS, Canada</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Interdisciplinary Environmental Research Centre, TU Bergakademie Freiberg, Freiberg, Germany</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Institute of Mineralogy, TU Bergakademie Freiberg, Freiberg, Germany</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>Institute of Computer Science, TU Bergakademie Freiberg, Freiberg, Germany</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>Arthur L. Irving Institute, Dartmouth College, Hanover, NH, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>26</day>
<month>05</month>
<year>2026</year>
</pub-date>
<volume>2026</volume>
<fpage>1</fpage>
<lpage>32</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2026 Judith Vogt 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-2026-2262/">This article is available from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-2262/</self-uri>
<self-uri xlink:href="https://egusphere.copernicus.org/preprints/2026/egusphere-2026-2262/egusphere-2026-2262.pdf">The full text article is available as a PDF file from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-2262/egusphere-2026-2262.pdf</self-uri>
<abstract>
<p>Water-air fluxes of carbon dioxide (CO&lt;sub&gt;2&lt;/sub&gt;) and methane (CH&lt;sub&gt;4&lt;/sub&gt;) in lakes exhibit substantial spatial heterogeneity, often varying across remarkably fine spatial scales. While manual flux chamber measurements offer high spatial resolution and the potential to capture this variability, their application is typically constrained by labor intensity and logistical limitations. In contrast, eddy covariance (EC) measurements integrate fluxes over a larger footprint, effectively averaging over spatial gradients and complicating a process-based interpretation of the data. Bridging this gap requires methods that combine spatial precision with scalable, continuous monitoring &amp;ndash; essential for advancing our mechanistic understanding of lake carbon dynamics.&lt;/p&gt;
&lt;p&gt;To facilitate highly resolved biogeochemical measurements, we developed BlueMinerva, an autonomous platform to monitor surface carbon fluxes with the static chamber method, and simultaneously determine physicochemical, biological, bathymetric, and meteorological variables at pre-defined locations. The platform can be programmed to navigate a user-defined track across a waterbody, and collect flux and ancillary data both in transit and at fixed locations for several hours to days, depending on the sensor configuration and related battery requirements.&lt;/p&gt;
&lt;p&gt;We deployed the setup at Dagow Lake (Germany) and in a small lake in the Stordalen Mire (Sweden). In total, we obtained 485 chamber-derived flux estimates over 72 measurement hours. We compared CO&lt;sub&gt;2&lt;/sub&gt; flux estimates between measurements with two different gas analyzers that were simultaneously mounted on the BlueMinerva. The lower-cost sensor (CARBOCAP GMP343, Vaisala) performed equally well as the precise, but costlier sensor (LI-7810, LI-COR) as long as measurements were sufficiently long (around 5 min). Furthermore, we compared measured carbon fluxes with those from an eddy covariance tower at Dagow Lake where CH&lt;sub&gt;4&lt;/sub&gt; fluxes diverged slightly, possibly linked to the usage of different sensors (closed-path versus open-path), while magnitudes of CO&lt;sub&gt;2&lt;/sub&gt; fluxes matched well. At both lakes, we identified areas of higher emissions, especially for CH&lt;sub&gt;4&lt;/sub&gt;, and were thus able to resolve the spatial variability of carbon fluxes within the waterbodies. Concurrently, we measured differences in meteorological conditions, and critical limnological variables (water temperature, specific conductivity, pH, dissolved oxygen, chlorophyll, phycocyanin, turbidity, and fluorescent dissolved organic matter) &amp;ndash; valuable measurements that enable a comprehensive assessment of environmental drivers behind flux variability.&lt;/p&gt;
&lt;p&gt;We conclude that platforms like the BlueMinerva have the potential to be adopted widely by scientists and stakeholders to better capture biogeochemical processes in lakes at high spatial and temporal resolution.</p>
</abstract>
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<funding-group>
<award-group id="gs1">
<funding-source>H2020 European Research Council</funding-source>
<award-id>951288</award-id>
</award-group>
<award-group id="gs2">
<funding-source>HORIZON EUROPE European Research Council</funding-source>
<award-id>101056921</award-id>
</award-group>
</funding-group>
</article-meta>
</front>
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