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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-2026-4305</article-id>
<title-group>
<article-title>Operational Earth system hydrology at ECMWF</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mazzetti</surname>
<given-names>Cinzia</given-names>
<ext-link>https://orcid.org/0000-0003-3622-1967</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>Cloke</surname>
<given-names>Hannah</given-names>
<ext-link>https://orcid.org/0000-0002-1472-868X</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</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>Yamazaki</surname>
<given-names>Dai</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>Balsamo</surname>
<given-names>Gianpaolo</given-names>
<ext-link>https://orcid.org/0000-0002-1745-3634</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>Boussetta</surname>
<given-names>Souhail</given-names>
<ext-link>https://orcid.org/0000-0001-8646-8701</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>Denissen</surname>
<given-names>Jasper</given-names>
<ext-link>https://orcid.org/0000-0002-7945-5619</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>Wortmann</surname>
<given-names>Michel</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>Arduini</surname>
<given-names>Gabriele</given-names>
<ext-link>https://orcid.org/0000-0002-6564-1699</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>Dass</surname>
<given-names>Gurpreet</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>McNorton</surname>
<given-names>Joe</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>Agusti-Panareda</surname>
<given-names>Anna</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>Tanguy</surname>
<given-names>Maliko</given-names>
<ext-link>https://orcid.org/0000-0002-1516-6834</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>Zsoter</surname>
<given-names>Ervin</given-names>
<ext-link>https://orcid.org/0000-0002-7998-0130</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>Choulga</surname>
<given-names>Margarita</given-names>
<ext-link>https://orcid.org/0000-0003-4393-931X</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>Dutra</surname>
<given-names>Emanuel</given-names>
<ext-link>https://orcid.org/0000-0002-0643-2643</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>Pappenberger</surname>
<given-names>Florian</given-names>
<ext-link>https://orcid.org/0000-0003-1766-2898</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>Rüdiger</surname>
<given-names>Christoph</given-names>
<ext-link>https://orcid.org/0000-0003-4375-4446</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>Prudhomme</surname>
<given-names>Christel</given-names>
<ext-link>https://orcid.org/0000-0003-1722-2497</ext-link>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>European Centre for Medium-Range Weather Forecasts, Reading, RG2 9AX, United Kingdom</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Department of Meteorology, University of Reading, Reading, RG6 6BB, United Kingdom</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Institute of Industrial Science, The University of Tokyo, Tokyo, 153-8505, Japan</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Department of Remote Sensing, Helmholtz Centre for Environmental Research (UFZ), Leipzig, 04318, Germany</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Instituto Português do Mar e da Atmosfera (IPMA), Lisboa, 1749-077, Portugal</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>European Centre for Medium-Range Weather Forecasts, Bonn, 53175, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>04</day>
<month>09</month>
<year>2026</year>
</pub-date>
<volume>2026</volume>
<fpage>1</fpage>
<lpage>42</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2026 Cinzia Mazzetti 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-2026-4305/">This article is available from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-4305/</self-uri>
<self-uri xlink:href="https://egusphere.copernicus.org/preprints/2026/egusphere-2026-4305/egusphere-2026-4305.pdf">The full text article is available as a PDF file from https://egusphere.copernicus.org/preprints/2026/egusphere-2026-4305/egusphere-2026-4305.pdf</self-uri>
<abstract>
<p>The representation of river routing and floodplain dynamics remains a key limitation in many global Earth system and numerical weather prediction models, despite their importance for hydrological extremes, water resources, and land&amp;ndash;atmosphere interactions. This paper presents the implementation of a global hydrodynamic river routing capability within the European Centre for Medium-Range Weather Forecasts (ECMWF) Integrated Forecasting System (IFS) through the integration of the Catchment-based Macro-scale Floodplain (CaMa-Flood) model into the ecLand land surface scheme.&lt;/p&gt;
&lt;p&gt;The system enables the routine simulation of river discharge, water level, and inundation extent within a physically consistent Earth system modelling framework. We describe the scientific design and technical developments required to transition from research to operational implementation, including coupling strategies, state initialisation, parallelisation using a basin-based hybrid MPI/OpenMP approach, and integration within ECMWF&apos;s Research-to-Operations workflow. The implementation maintains consistency across multiple configurations, from offline experiments to fully coupled forecasts, while preserving operational constraints such as computational efficiency and forecast stability.&lt;/p&gt;
&lt;p&gt;The added value of the integrated system is demonstrated through a range of applications, including global water resources monitoring contributing to the World Meteorological Organisation State of Global Water Resources Report, real-time ensemble flood forecasting, high-resolution regional simulations, and land-surface diagnostics. Results illustrate that river discharge provides a powerful integrative constraint on the land water cycle and supports the identification of model deficiencies in hydrological processes. The system also enables the generation of continuous, global, high-frequency hydrological datasets suitable for both operational applications and emerging data-driven modelling approaches.&lt;/p&gt;
&lt;p&gt;This work establishes a new capability for global hydrological prediction within an operational Earth system model and provides a framework for future developments toward fully coupled atmosphere&amp;ndash;land&amp;ndash;river interactions.</p>
</abstract>
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</article-meta>
</front>
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