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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-2024-2582</article-id>
<title-group>
<article-title>High Resolution Model Intercomparison Project phase 2 (HighResMIP2) towards CMIP7</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Roberts</surname>
<given-names>Malcolm John</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>Reed</surname>
<given-names>Kevin A.</given-names>
<ext-link>https://orcid.org/0000-0003-3741-7080</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>Bao</surname>
<given-names>Qing</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>Barsugli</surname>
<given-names>Joseph J.</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>Camargo</surname>
<given-names>Suzana J.</given-names>
<ext-link>https://orcid.org/0000-0002-0802-5160</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>Caron</surname>
<given-names>Louis-Philippe</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>Chang</surname>
<given-names>Ping</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>Chen</surname>
<given-names>Cheng-Ta</given-names>
<ext-link>https://orcid.org/0000-0002-6343-2623</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>Christensen</surname>
<given-names>Hannah M.</given-names>
<ext-link>https://orcid.org/0000-0001-8244-0218</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>Danabasoglu</surname>
<given-names>Gokhan</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>Frenger</surname>
<given-names>Ivy</given-names>
<ext-link>https://orcid.org/0000-0002-3490-7239</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>Fučkar</surname>
<given-names>Neven S.</given-names>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hasson</surname>
<given-names>Shabeh ul</given-names>
<ext-link>https://orcid.org/0000-0002-7791-9635</ext-link>
</name>
<xref ref-type="aff" rid="aff15">
<sup>15</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hewitt</surname>
<given-names>Helene T.</given-names>
<ext-link>https://orcid.org/0000-0001-7432-6001</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>Huang</surname>
<given-names>Huanping</given-names>
</name>
<xref ref-type="aff" rid="aff16">
<sup>16</sup>
</xref>
<xref ref-type="aff" rid="aff17">
<sup>17</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Kim</surname>
<given-names>Daehyun</given-names>
</name>
<xref ref-type="aff" rid="aff18">
<sup>18</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Kodama</surname>
<given-names>Chihiro</given-names>
<ext-link>https://orcid.org/0000-0001-8252-7479</ext-link>
</name>
<xref ref-type="aff" rid="aff19">
<sup>19</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lai</surname>
<given-names>Michael</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>Leung</surname>
<given-names>Lai-Yung Ruby</given-names>
<ext-link>https://orcid.org/0000-0002-3221-9467</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>Mizuta</surname>
<given-names>Ryo</given-names>
</name>
<xref ref-type="aff" rid="aff21">
<sup>21</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Nobre</surname>
<given-names>Paulo</given-names>
</name>
<xref ref-type="aff" rid="aff22">
<sup>22</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ortega</surname>
<given-names>Pablo</given-names>
<ext-link>https://orcid.org/0000-0002-4135-9621</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>Paquin</surname>
<given-names>Dominique</given-names>
<ext-link>https://orcid.org/0000-0002-1353-930X</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>Roberts</surname>
<given-names>Christopher D.</given-names>
<ext-link>https://orcid.org/0000-0002-2958-6637</ext-link>
</name>
<xref ref-type="aff" rid="aff24">
<sup>24</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Scoccimarro</surname>
<given-names>Enrico</given-names>
<ext-link>https://orcid.org/0000-0001-7987-4744</ext-link>
</name>
<xref ref-type="aff" rid="aff25">
<sup>25</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Seddon</surname>
<given-names>Jon</given-names>
<ext-link>https://orcid.org/0000-0003-1302-1049</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>Treguier</surname>
<given-names>Anne Marie</given-names>
<ext-link>https://orcid.org/0000-0003-4569-845X</ext-link>
</name>
<xref ref-type="aff" rid="aff26">
<sup>26</sup>
</xref>
<xref ref-type="aff" rid="aff27">
<sup>27</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Tu</surname>
<given-names>Chia-Ying</given-names>
<ext-link>https://orcid.org/0000-0002-7452-6502</ext-link>
</name>
<xref ref-type="aff" rid="aff28">
<sup>28</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ullrich</surname>
<given-names>Paul A.</given-names>
</name>
<xref ref-type="aff" rid="aff29">
<sup>29</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Vidale</surname>
<given-names>Pier Luigi</given-names>
<ext-link>https://orcid.org/0000-0002-1800-8460</ext-link>
</name>
<xref ref-type="aff" rid="aff30">
<sup>30</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Wehner</surname>
<given-names>Michael F.</given-names>
<ext-link>https://orcid.org/0000-0001-5991-0082</ext-link>
</name>
<xref ref-type="aff" rid="aff31">
<sup>31</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zarzycki</surname>
<given-names>Colin M.</given-names>
<ext-link>https://orcid.org/0000-0001-5731-042X</ext-link>
</name>
<xref ref-type="aff" rid="aff32">
<sup>32</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zhang</surname>
<given-names>Bosong</given-names>
</name>
<xref ref-type="aff" rid="aff33">
<sup>33</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zhang</surname>
<given-names>Wei</given-names>
</name>
<xref ref-type="aff" rid="aff34">
<sup>34</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zhao</surname>
<given-names>Ming</given-names>
</name>
<xref ref-type="aff" rid="aff35">
<sup>35</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Met Office, FitzRoy Road, Exeter EX1 3PB, UK</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>School of Marine and Atmospheric Sciences, Stony Brook University, USA</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Institute of Atmospheric Physics, Chinese Academy of Sciences, Beijing</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>CIRES, University of Colorado, Boulder, CO, USA</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>NOAA Physical Sciences Laboratory, Boulder, CO, USA</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Lamont-Doherty Earth Observatory, Columbia University, Palisades, NY, USA</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>Ouranos, Montréal, Quebec, Canada</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>Department of Oceanography, Texas A&amp;M University, College Station, TX 77840 USA</addr-line>
</aff>
<aff id="aff9">
<label>9</label>
<addr-line>Department of Earth Sciences, National Taiwan Normal University, Taipei</addr-line>
</aff>
<aff id="aff10">
<label>10</label>
<addr-line>Department of Physics, University of Oxford, UK</addr-line>
</aff>
<aff id="aff11">
<label>11</label>
<addr-line>US National Science Foundation National Center for Atmospheric Research, Boulder, CO, USA</addr-line>
</aff>
<aff id="aff12">
<label>12</label>
<addr-line>GEOMAR Helmholtz Centre for Ocean Research Kiel, Kiel, Germany</addr-line>
</aff>
<aff id="aff13">
<label>13</label>
<addr-line>Environmental Change Institute, University of Oxford, Oxford, UK</addr-line>
</aff>
<aff id="aff14">
<label>14</label>
<addr-line>Earth Sciences Department, Barcelona, Spain</addr-line>
</aff>
<aff id="aff15">
<label>15</label>
<addr-line>HAREME Lab, Institute of Geography, CEN, Universität Hamburg, Germany</addr-line>
</aff>
<aff id="aff16">
<label>16</label>
<addr-line>Department of Geography and Anthropology, Louisiana State University, Baton Rouge, LA, USA</addr-line>
</aff>
<aff id="aff17">
<label>17</label>
<addr-line>Climate and Ecosystem Sciences Division, Lawrence Berkeley National Lab, Berkeley, CA, USA</addr-line>
</aff>
<aff id="aff18">
<label>18</label>
<addr-line>School of Earth and Environmental Sciences, Seoul National University, Seoul, South Korea</addr-line>
</aff>
<aff id="aff19">
<label>19</label>
<addr-line>Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan</addr-line>
</aff>
<aff id="aff20">
<label>20</label>
<addr-line>Pacific Northwest National Laboratory, USA</addr-line>
</aff>
<aff id="aff21">
<label>21</label>
<addr-line>Meteorological Research Institute, Japan</addr-line>
</aff>
<aff id="aff22">
<label>22</label>
<addr-line>National Institute for Space Research, São José dos Campos, SP, Brazil</addr-line>
</aff>
<aff id="aff23">
<label>23</label>
<addr-line>Barcelona Supercomputing Center, Spain</addr-line>
</aff>
<aff id="aff24">
<label>24</label>
<addr-line>ECMWF, Shinfield Park, Reading, UK</addr-line>
</aff>
<aff id="aff25">
<label>25</label>
<addr-line>CMCC Foundation - Euro-Mediterranean Center on Climate Change, Italy</addr-line>
</aff>
<aff id="aff26">
<label>26</label>
<addr-line>Laboratoire d’Océanographie Physique et Spatiale (LOPS), University of Brest, Brest, France</addr-line>
</aff>
<aff id="aff27">
<label>27</label>
<addr-line>CNRS, IRD, Ifremer, IUEM, Brest, France</addr-line>
</aff>
<aff id="aff28">
<label>28</label>
<addr-line>Research Center for Environmental Changes, Academia Sinica, Taipei</addr-line>
</aff>
<aff id="aff29">
<label>29</label>
<addr-line>Lawrence Livermore National Laboratory, USA</addr-line>
</aff>
<aff id="aff30">
<label>30</label>
<addr-line>National Centre for Atmospheric Science, Dept. of Meteorology, University of Reading, Reading, UK</addr-line>
</aff>
<aff id="aff31">
<label>31</label>
<addr-line>Lawrence Berkeley National Laboratory, USA</addr-line>
</aff>
<aff id="aff32">
<label>32</label>
<addr-line>Department of Meteorology and Atmospheric Science, Pennsylvania State University, University Park, PA USA</addr-line>
</aff>
<aff id="aff33">
<label>33</label>
<addr-line>Program in Atmospheric and Oceanic Sciences, Princeton University, Princeton, USA</addr-line>
</aff>
<aff id="aff34">
<label>34</label>
<addr-line>Department of Plants, Soils and Climate, Utah State University, USA</addr-line>
</aff>
<aff id="aff35">
<label>35</label>
<addr-line>Geophysical Fluid Dynamics Laboratory, National Oceanic and Atmospheric Administration (NOAA), Princeton, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>27</day>
<month>08</month>
<year>2024</year>
</pub-date>
<volume>2024</volume>
<fpage>1</fpage>
<lpage>41</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2024 Malcolm John Roberts et al.</copyright-statement>
<copyright-year>2024</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/2024/egusphere-2024-2582/">This article is available from https://egusphere.copernicus.org/preprints/2024/egusphere-2024-2582/</self-uri>
<self-uri xlink:href="https://egusphere.copernicus.org/preprints/2024/egusphere-2024-2582/egusphere-2024-2582.pdf">The full text article is available as a PDF file from https://egusphere.copernicus.org/preprints/2024/egusphere-2024-2582/egusphere-2024-2582.pdf</self-uri>
<abstract>
<p>Robust projections and predictions of climate variability and change, particularly at regional scales, rely on the driving processes being represented with fidelity in model simulations. Consequently, the role of enhanced horizontal resolution in improved process representation in all components of the climate system continues to be of great interest. Recent simulations suggest both the possibility of significant changes in large-scale aspects of the ocean and atmospheric circulations and the regional responses to climate change, as well as improvements in representations of small-scale processes and extremes, when resolution is enhanced.&lt;/p&gt;
&lt;p&gt;The first phase of HighResMIP (HighResMIP1) was successful in producing a baseline multi-model assessment of global simulations with model grid spacings of 25&amp;ndash;50 km in the atmosphere and 10&amp;ndash;25 km in the ocean, a significant increase when compared to models with standard resolutions of order 1-degree typically used as part of the Coupled Model Intercomparison Project (CMIP) experiments. In addition to over 250 peer-reviewed manuscripts using the published HighResMIP1 datasets, the results were widely cited in the Intergovernmental Panel on Climate Change report and were the basis for a variety of derived datasets, including tracked cyclones (both tropical and extratropical), river discharge, storm surge, and others that were used for impact studies. There were also suggestions from the few ocean eddy-rich coupled simulations that aspects of climate variability and change might be significantly influenced by improved process representation in such models.&lt;/p&gt;
&lt;p&gt;The compromises that HighResMIP1 made should now be revisited, given the recent major advances in modelling and computing resources. Aspects that will be reconsidered include experimental design and simulation length, complexity, and resolution. In addition, larger ensemble sizes and a wider range of future scenarios would enhance the applicability of HighResMIP.&lt;/p&gt;
&lt;p&gt;Therefore, we propose an updated HighResMIP2 to improve and extend the previous work, to address new science questions, and to further advance our understanding of the role of horizontal resolution (and hence process representation) in state-of-the-art climate simulations. With further increases in high-performance computing resources and modelling advances along with the ability to take full advantage of these computational resources, an enhanced investigation of the drivers and consequences of variability and change in both large- and synoptic-scale weather and climate is now made possible. With the arrival of global cloud-resolving models (currently run for relatively short timescales), there is also an opportunity to improve links between such models and more traditional CMIP models, with HighResMIP providing a bridge to link understanding between these domains. HighResMIP also aims to link to other CMIP projects and international efforts such as the World Climate Research Program lighthouse activities and various Digital Twin initiatives, as well as having the potential to be used as training and validation data for the fast evolving Machine Learning climate models.</p>
</abstract>
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