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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-2026-152</article-id>
<title-group>
<article-title>UK-Flow15 Part 1: Development of a coherent national-scale 15-min flow dataset</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Fileni</surname>
<given-names>Felipe</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>Fowler</surname>
<given-names>Hayley J.</given-names>
<ext-link>https://orcid.org/0000-0001-8848-3606</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>Lewis</surname>
<given-names>Elizabeth</given-names>
<ext-link>https://orcid.org/0000-0002-7471-9988</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>Fry</surname>
<given-names>Matt</given-names>
<ext-link>https://orcid.org/0000-0003-1142-4039</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>Cooper</surname>
<given-names>Hollie</given-names>
<ext-link>https://orcid.org/0000-0002-1382-3407</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>Swain</surname>
<given-names>Ollie</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>McLay</surname>
<given-names>Fiona</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Coxon</surname>
<given-names>Gemma</given-names>
<ext-link>https://orcid.org/0000-0002-8837-460X</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>Bruce</surname>
<given-names>Emma</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>Yang</surname>
<given-names>Longzhi</given-names>
<ext-link>https://orcid.org/0000-0003-2115-4909</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>Archer</surname>
<given-names>David</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>School of Engineering, Newcastle University, Newcastle upon Tyne, UK</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Department of Mechanical, Aerospace and Civil Engineering, University of Manchester, Manchester, UK</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>UK Centre for Ecology &amp; Hydrology, Maclean Building, Crowmarsh Gifford, Wallingford, UK</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Scottish Environment Protection Agency (SEPA), Motherwell, UK</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Environment Agency, Tyneside House, Newcastle upon Tyne, UK</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>School of Geographical Sciences, University of Bristol, Bristol, UK</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>Department of Computer and Information Sciences, Northumbria University, Newcastle Upon Tyne, UK</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>JBA Trust, North Yorks, UK</addr-line>
</aff>
<pub-date pub-type="epub">
<day>06</day>
<month>03</month>
<year>2026</year>
</pub-date>
<volume>2026</volume>
<fpage>1</fpage>
<lpage>26</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2026 Felipe Fileni 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-2026-152/">This article is available from https://essd.copernicus.org/preprints/essd-2026-152/</self-uri>
<self-uri xlink:href="https://essd.copernicus.org/preprints/essd-2026-152/essd-2026-152.pdf">The full text article is available as a PDF file from https://essd.copernicus.org/preprints/essd-2026-152/essd-2026-152.pdf</self-uri>
<abstract>
<p>High-resolution river flow data is essential for modelling flood dynamics and assessing hydrological change. In the UK, there are a wealth of sub-daily flow records that have been collected for more than 70 years. However, they remain scattered across multiple agencies and lack consistent quality assurance, limiting their use for large-sample and national-scale analysis. This paper presents UK-Flow15, a quality-controlled, 15-min, national scale, flow dataset for the UK, based on records from over 1,300 gauging stations and more than 1.8 billion observations. Data were collected via APIs and in conjunction with UK measuring authorities, then compiled into a single national dataset. Duplicate timestamps and inconsistencies in temporal resolution were systematically identified and resolved using a combination of automated filters and manual review. A comprehensive quality-control framework, specifically tailored for the dataset, was then applied to identify and document data anomalies; the full methodological development and evaluation of this framework are presented in the companion paper of this series. The final dataset is accompanied by transparent documentation of flagged issues and a suite of metadata files detailing data resolution, QC outcomes, and all processing decisions to support traceability and user interpretation. We demonstrate the dataset&amp;rsquo;s utility through a practical case study by systematic removal of unreliable data, interpolation of anomalous spikes, and manual verification of significant high-flow and truncation events. These steps illustrate how the dataset can be effectively curated for detailed hydrological research and operational applications. This publicly accessible, robust, and transparent dataset significantly enhances capabilities for sub-daily hydrological research in the UK, offering essential resources for improved flood prediction, management strategies, and policymaking.</p>
</abstract>
<counts><page-count count="26"/></counts>
<funding-group>
<award-group id="gs1">
<funding-source>UK Research and Innovation</funding-source>
<award-id>NE/S007512/1</award-id>
<award-id>NE/Y006496/1</award-id>
<award-id>NE/S017380/1</award-id>
<award-id>NE/X019063/1</award-id>
<award-id>MR/V022857/1</award-id>
<award-id>Floods and Droughts Research Infrastructure</award-id>
</award-group>
<award-group id="gs2">
<funding-source>Environment Agency</funding-source>
<award-id>Flood Hydrology Improvements Programme</award-id>
</award-group>
</funding-group>
</article-meta>
</front>
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<back>
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