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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-2025-990</article-id>
<title-group>
<article-title>A novel method for correcting water budget components and reducing their uncertainties by optimally distributing the imbalance residual without full closure</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Luo</surname>
<given-names>Zengliang</given-names>
</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>Fu</surname>
<given-names>Hanjia</given-names>
</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>Shao</surname>
<given-names>Quanxi</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>Dong</surname>
<given-names>Wenwen</given-names>
</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>Chen</surname>
<given-names>Xi</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>Ding</surname>
<given-names>Xiangyi</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Wang</surname>
<given-names>Lunche</given-names>
</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>Gu</surname>
<given-names>Xihui</given-names>
</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>Sarukkalige</surname>
<given-names>Ranjan</given-names>
<ext-link>https://orcid.org/0000-0002-2916-1057</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>Huang</surname>
<given-names>Heqing</given-names>
</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>Li</surname>
<given-names>Huan</given-names>
<ext-link>https://orcid.org/0000-0003-1204-8370</ext-link>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Hubei Key Laboratory of Regional Ecology and Environmental Change, State Key  Laboratory of Geomicrobiology and Environmental Changes, China University of  Geosciences, Wuhan 430074, China</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>State Key Laboratory of Biogeology and Environmental Geology, China University  of Geosciences, Wuhan 430074, China</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>CSIRO Data61, Australian Resources Research Centre, 26 Dick Perry Avenue,  Kensington, WA 6155, Australia</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>State Key Laboratory of Remote Sensing Science, Aerospace Information Research  Institute, Chinese Academy of Sciences, Beijing, 100101, China</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Department of Water Resources, China Institute of Water Resources and  Hydropower Research, Beijing 100038, China</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>School of Civil and Mechanical Engineering, Curtin University, GPO Box U1987,  Perth, WA 6845, Australia</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>HUN-REN Balaton Limnological Research Institute, Hungary</addr-line>
</aff>
<pub-date pub-type="epub">
<day>22</day>
<month>04</month>
<year>2025</year>
</pub-date>
<volume>2025</volume>
<fpage>1</fpage>
<lpage>59</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2025 Zengliang Luo et al.</copyright-statement>
<copyright-year>2025</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/2025/egusphere-2025-990/">This article is available from https://egusphere.copernicus.org/preprints/2025/egusphere-2025-990/</self-uri>
<self-uri xlink:href="https://egusphere.copernicus.org/preprints/2025/egusphere-2025-990/egusphere-2025-990.pdf">The full text article is available as a PDF file from https://egusphere.copernicus.org/preprints/2025/egusphere-2025-990/egusphere-2025-990.pdf</self-uri>
<abstract>
<p>Closing the water budget improves the consistency of water budget component datasets, including precipitation (P), evapotranspiration (ET), streamflow (Q) and terrestrial water storage change (TWSC), thereby enhancing the understanding of basin-scale water cycle processes. Existing water budget closure correction (BCC) methods typically redistribute the entire water imbalance error (&amp;Delta;Res) to achieve perfect water budget closure but often neglect the trade-off between achieving closure and the errors introduced into budget components as a result of this redistribution. This study quantifies the uncertainties introduced by existing BCC methods (CKF, MCL, MSD, and PR) across 84 basins representing diverse climate zones. We then propose a novel method, IWE-Res, to identify the optimal balance for redistributing &amp;Delta;Res. This method minimizes the combined error from both introduced budget component errors and the remaining &amp;Delta;Res error, while reducing the occurrence of negative values. The results indicate: (1) Existing BCC methods can lead to negative values in corrected budget components, with negative values comprising approximately 0&amp;ndash;10 % (mostly below 5 %) of the time series; (2) Compared to existing BCC methods, the proposed IWE-Res method improves the accuracy of corrected P by 29.5 %, corrected ET by 24.7 %, corrected Q by 69.0 %, and corrected TWSC by 6.8 % based on the root mean square error (RMSE); and (3) In most basins, except in cold regions, the optimal balance is reached when 40 %&amp;ndash;90 % of &amp;Delta;Res is redistributed. By offering a more balanced approach to water budget closure, this study improves the accuracy and reliability of corrected budget component datasets.</p>
</abstract>
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<funding-group>
<award-group id="gs1">
<funding-source>National Natural Science Foundation of China</funding-source>
<award-id>42201038</award-id>
</award-group>
</funding-group>
</article-meta>
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