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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-2026-496</article-id>
<title-group>
<article-title>The Global Ocean Data Analysis Project version 3 (GLODAPv3) &amp;ndash; an internally consistent biogeochemical data product for the world ocean</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lange</surname>
<given-names>Nico</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>Lauvset</surname>
<given-names>Siv K.</given-names>
<ext-link>https://orcid.org/0000-0001-8498-4067</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>Carter</surname>
<given-names>Brendan R.</given-names>
<ext-link>https://orcid.org/0000-0003-2445-0711</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>Humphreys</surname>
<given-names>Matthew P.</given-names>
<ext-link>https://orcid.org/0000-0002-9371-7128</ext-link>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Woosley</surname>
<given-names>Ryan J.</given-names>
<ext-link>https://orcid.org/0000-0002-2008-7751</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>Olsen</surname>
<given-names>Are</given-names>
<ext-link>https://orcid.org/0000-0003-1696-9142</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>Bittig</surname>
<given-names>Henry C.</given-names>
<ext-link>https://orcid.org/0000-0002-8621-3095</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>Kozyr</surname>
<given-names>Alex</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Álvarez</surname>
<given-names>Marta</given-names>
<ext-link>https://orcid.org/0000-0002-5075-9344</ext-link>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Azetsu-Scott</surname>
<given-names>Kumiko</given-names>
<ext-link>https://orcid.org/0000-0002-1466-6386</ext-link>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Becker</surname>
<given-names>Susan</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Brown</surname>
<given-names>Peter J.</given-names>
<ext-link>https://orcid.org/0000-0002-1152-1114</ext-link>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Cotrim da Cunha</surname>
<given-names>Leticia</given-names>
<ext-link>https://orcid.org/0000-0001-8035-1430</ext-link>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Dias</surname>
<given-names>Larissa</given-names>
<ext-link>https://orcid.org/0000-0001-7490-9864</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>Hoppema</surname>
<given-names>Mario</given-names>
<ext-link>https://orcid.org/0000-0002-2326-619X</ext-link>
</name>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ishii</surname>
<given-names>Masao</given-names>
</name>
<xref ref-type="aff" rid="aff15">
<sup>15</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jeansson</surname>
<given-names>Emil</given-names>
<ext-link>https://orcid.org/0000-0002-2501-3479</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>Murata</surname>
<given-names>Akihiko</given-names>
<ext-link>https://orcid.org/0000-0002-5931-2784</ext-link>
</name>
<xref ref-type="aff" rid="aff16">
<sup>16</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Müller</surname>
<given-names>Jens Daniel</given-names>
<ext-link>https://orcid.org/0000-0003-3137-0883</ext-link>
</name>
<xref ref-type="aff" rid="aff17">
<sup>17</sup>
</xref>
<xref ref-type="aff" rid="aff18">
<sup>18</sup>
</xref>
<xref ref-type="aff" rid="aff19">
<sup>19</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Pérez</surname>
<given-names>Fiz F.</given-names>
<ext-link>https://orcid.org/0000-0003-4836-8974</ext-link>
</name>
<xref ref-type="aff" rid="aff20">
<sup>20</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Schirnick</surname>
<given-names>Carsten</given-names>
<ext-link>https://orcid.org/0000-0003-4111-9174</ext-link>
</name>
<xref ref-type="aff" rid="aff21">
<sup>21</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Steinfeldt</surname>
<given-names>Reiner</given-names>
<ext-link>https://orcid.org/0000-0002-3704-3990</ext-link>
</name>
<xref ref-type="aff" rid="aff22">
<sup>22</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ulfsbo</surname>
<given-names>Adam</given-names>
<ext-link>https://orcid.org/0000-0001-7550-7381</ext-link>
</name>
<xref ref-type="aff" rid="aff23">
<sup>23</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Velo</surname>
<given-names>Anton</given-names>
<ext-link>https://orcid.org/0000-0002-7598-5700</ext-link>
</name>
<xref ref-type="aff" rid="aff20">
<sup>20</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Tanhua</surname>
<given-names>Toste</given-names>
<ext-link>https://orcid.org/0000-0002-0313-2557</ext-link>
</name>
<xref ref-type="aff" rid="aff21">
<sup>21</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>NORCE Research AS, Bjerknes Centre for Climate Research, Bergen, Norway</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Cooperative Institute for Climate Ocean and Ecosystem Studies, University Washington, Seattle, Washington,  USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Pacific Marine Environmental Laboratory, National Oceanic and Atmospheric Administration, Seattle,  Washington, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Department of Ocean Systems (OCS), NIOZ Royal Netherlands Institute for Sea Research, Texel, the  Netherlands</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Center for Sustainability Science &amp; Strategy, Department of Earth, Atmospheric &amp; Planetary Sciences,  Massachusetts Institute for Technology, Cambridge, Massachusetts, USA</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Geophysical Institute, University of Bergen and Bjerknes Centre for Climate Research, Bergen, Norway</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>Leibniz Institute for Baltic Sea Research Warnemünde, Rostock, Germany</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>NOAA National Centers for Environmental Information, Silver Spring, MD, USA</addr-line>
</aff>
<aff id="aff9">
<label>9</label>
<addr-line>Instituto Español de Oceanografía, IEO-CSIC, A Coruña, Spain</addr-line>
</aff>
<aff id="aff10">
<label>10</label>
<addr-line>Department of Fisheries and Oceans, Bedford Institute of Oceanography, Dartmouth, NS, Canada</addr-line>
</aff>
<aff id="aff11">
<label>11</label>
<addr-line>Scripps Institution of Oceanography, UC San Diego, San Diego, CA 92093, USA</addr-line>
</aff>
<aff id="aff12">
<label>12</label>
<addr-line>National Oceanography Centre, Southampton, UK</addr-line>
</aff>
<aff id="aff13">
<label>13</label>
<addr-line>PPG-Oceanografia, Faculdade de Oceanografia, Universidade do Estado do Rio de Janeiro, Rio de Janeiro (RJ), Brazil</addr-line>
</aff>
<aff id="aff14">
<label>14</label>
<addr-line>Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research, Bremerhaven, Germany</addr-line>
</aff>
<aff id="aff15">
<label>15</label>
<addr-line>Meteorological Research Institute, Japan Meteorological Agency, Tsukuba, Japan</addr-line>
</aff>
<aff id="aff16">
<label>16</label>
<addr-line>Research Institute for Global Change, Japan Agency for Marine-Earth Science and Technology, Yokosuka,  Japan</addr-line>
</aff>
<aff id="aff17">
<label>17</label>
<addr-line>Carbon to Sea Initiative, Washington, D.C., United States</addr-line>
</aff>
<aff id="aff18">
<label>18</label>
<addr-line>Climate and Environmental Physics, Physics Institute, University of Bern, Bern, Switzerland</addr-line>
</aff>
<aff id="aff19">
<label>19</label>
<addr-line>Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland</addr-line>
</aff>
<aff id="aff20">
<label>20</label>
<addr-line>Instituto de Investigaciónes Mariñas, IIM – CSIC, Vigo, Spain</addr-line>
</aff>
<aff id="aff21">
<label>21</label>
<addr-line>GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany</addr-line>
</aff>
<aff id="aff22">
<label>22</label>
<addr-line>Institute for Environmental Physics, University of Bremen, Bremen, Germany</addr-line>
</aff>
<aff id="aff23">
<label>23</label>
<addr-line>Department of Marine Sciences, University of Gothenburg, Gothenburg, Sweden</addr-line>
</aff>
<pub-date pub-type="epub">
<day>31</day>
<month>07</month>
<year>2026</year>
</pub-date>
<volume>2026</volume>
<fpage>1</fpage>
<lpage>45</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2026 Nico Lange 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-2026-496/">This article is available from https://essd.copernicus.org/preprints/essd-2026-496/</self-uri>
<self-uri xlink:href="https://essd.copernicus.org/preprints/essd-2026-496/essd-2026-496.pdf">The full text article is available as a PDF file from https://essd.copernicus.org/preprints/essd-2026-496/essd-2026-496.pdf</self-uri>
<abstract>
<p>The Global Ocean Data Analysis Project (GLODAP) is a synthesis effort providing surface-to-bottom ocean biogeochemical observations determined through chemical analysis of discrete bottle samples, with an emphasis on seawater inorganic carbon chemistry and related variables. Version 3 of GLODAP comprises data from 1181 cruises, spanning more than 50 years of observations (1972&amp;ndash;2023). It includes all data from the previous GLODAPv2.2023 (Lauvset et al., 2024) together with newly added data from 57 cruises. For all cruises, 13 core variables (temperature, salinity, oxygen, nitrate, silicate, phosphate, dissolved inorganic carbon, total alkalinity, CFC-11, CFC-12, CFC-113, CCl₄, and SF&lt;sub&gt;6&lt;/sub&gt;) have undergone extensive quality control with particular focus on the identification and removal of systematic differences between cruises. The data are available in two formats: (i) as submitted by the data originators, converted to World Ocean Circulation Experiment (WOCE) exchange format, and (ii) as a merged data product in which adjustments have been applied. These adjustments were determined using crossover analyses in combination with a newly developed global inversion method, the furthest-first routine. The applied adjustments are intended to remove systematic differences arising from differences in measurement methods, calibration, and/or data-handling practices, while preserving known or likely temporal trends and natural variability. The consistency of the adjusted data product is estimated to be 0.0013 for salinity, 0.7 % for oxygen, 0.4 % for nitrate, 0.5 % for silicate, 0.5 % for phosphate, 1.2 &amp;micro;mol kg⁻&amp;sup1; for dissolved inorganic carbon, and 1.4 &amp;micro;mol kg⁻&amp;sup1; for total alkalinity. Consistency estimates could not be derived for transient tracers, but they are believed to be consistent to better than 5 % (10 % for SF₆). The enhanced consistency enables different datasets to be used together with greater confidence. Newly introduced cruise-specific uncertainty estimates for all core variables provide more granular quantifications of remaining cruise-to-cruise inconsistencies. Additional variables, including pH, discrete CO₂ fugacity (&lt;em&gt;f&lt;/em&gt;CO₂), isotopic tracers, and others, were not subjected to secondary quality control but are included in the data product.&lt;/p&gt;
&lt;p&gt;The original data, their documentation (metadata), and DOIs are available through the Ocean Carbon and Acidification Data System (OCADS) of NOAA&amp;rsquo;s National Centers for Environmental Information (NCEI), which also hosts the merged data product. All secondary quality control decisions and supporting information can be found in the online adjustment table (&lt;a href=&quot;https://glodapv3.geomar.de&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot;&gt;https://glodapv3.geomar.de&lt;/a&gt;, last accesses 26.06.2026). The product is distributed as a single global file and as four regional subsets (Arctic, Atlantic, Indian, and Pacific Oceans) under &lt;a href=&quot;https://doi.org/10.25921/m6tp-mj50&quot; target=&quot;_blank&quot; rel=&quot;noopener&quot;&gt;https://doi.org/10.25921/m6tp-mj50&lt;/a&gt; (Lange et al., 2026). These adjusted files also include ancillary and approximated data obtained through interpolation or calculation from measured data.</p>
</abstract>
<counts><page-count count="45"/></counts>
<funding-group>
<award-group id="gs1">
<funding-source>European Commission</funding-source>
<award-id>101083922</award-id>
</award-group>
</funding-group>
</article-meta>
</front>
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<back>
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