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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-2025-1142</article-id>
<title-group>
<article-title>A Python diagnostics package for evaluation of MJO-Teleconnections in S2S forecast systems</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Stan</surname>
<given-names>Cristiana</given-names>
<ext-link>https://orcid.org/0000-0002-0076-0574</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>Kollapaneni</surname>
<given-names>Saisri</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>Jenney</surname>
<given-names>Andrea</given-names>
<ext-link>https://orcid.org/0000-0003-3784-6627</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>Wang</surname>
<given-names>Jiabao</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>Wu</surname>
<given-names>Zheng</given-names>
<ext-link>https://orcid.org/0000-0002-2054-5724</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>Zheng</surname>
<given-names>Cheng</given-names>
<ext-link>https://orcid.org/0000-0002-8039-346X</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>Kim</surname>
<given-names>Hyemi</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>Garfinkel</surname>
<given-names>Chaim</given-names>
<ext-link>https://orcid.org/0000-0001-7258-666X</ext-link>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Singh</surname>
<given-names>Ayush</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Department of Atmospheric, Oceanic and Earth Sciences, George Mason University, Fairfax, Virginia, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>College of Earth, Ocean, and Atmospheric Sciences, Oregon State University, Corvallis, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Center for Western Weather and Water Extremes, Scripps Institute of Oceanography, University of California, San Diego,  USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Department of Atmospheric and Environmental Sciences, University at Albany, SUNY, Albany, USA</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Lamont-Doherty Earth Observatory, Columbia University, USA</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>School of Marine and Atmospheric Sciences, Stony Brook University, USA</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>Department of Science Education, Ewha Womans University, Seoul, Republic of Korea</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>The Fredy and Nadine Hermann Institute of Earth Sciences, Hebrew University of Jerusalem, Jerusalem, Israel</addr-line>
</aff>
<pub-date pub-type="epub">
<day>20</day>
<month>03</month>
<year>2025</year>
</pub-date>
<volume>2025</volume>
<fpage>1</fpage>
<lpage>22</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2025 Cristiana Stan 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-2025-1142/">This article is available from https://egusphere.copernicus.org/preprints/2025/egusphere-2025-1142/</self-uri>
<self-uri xlink:href="https://egusphere.copernicus.org/preprints/2025/egusphere-2025-1142/egusphere-2025-1142.pdf">The full text article is available as a PDF file from https://egusphere.copernicus.org/preprints/2025/egusphere-2025-1142/egusphere-2025-1142.pdf</self-uri>
<abstract>
<p>The MJO-Teleconnections diagnostics package is an open-source Python software package that provides process-level evaluation of MJO-Teleconnections predicted by subseasonal-to-seasonal (S2S) forecast systems. The package provides in-depth process-level evaluation of both tropospheric and stratospheric pathways defining the atmospheric teleconnections from the tropics to extratropics on S2S times scale. The analyses include comparison of a forecast model with a default verification data set or user-provided verification data. The package consists of a user-friendly graphic user interface (GUI), which allows the package to be applied to both operational and research models. This approach allows for efficient data management and reproducibility of analysis.</p>
</abstract>
<counts><page-count count="22"/></counts>
<funding-group>
<award-group id="gs1">
<funding-source>NOAA Weather Program Office</funding-source>
<award-id>NA22OAR4590216</award-id>
</award-group>
</funding-group>
</article-meta>
</front>
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