<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" specific-use="SMUR" dtd-version="3.0" xml:lang="en">
<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-2025-3604</article-id>
<title-group>
<article-title>The TIPMIP Earth system model experiment protocol: phase 1</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jones</surname>
<given-names>﻿Colin</given-names>
<ext-link>https://orcid.org/0000-0002-7221-8127</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>Bossert</surname>
<given-names>Isaline</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Dennis</surname>
<given-names>Donovan P.</given-names>
<ext-link>https://orcid.org/0000-0002-5423-7703</ext-link>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jeffery</surname>
<given-names>Hazel</given-names>
<ext-link>https://orcid.org/0000-0003-2553-9953</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>Jones</surname>
<given-names>Chris D.</given-names>
<ext-link>https://orcid.org/0000-0002-7141-9285</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>Koenigk</surname>
<given-names>Torben</given-names>
<ext-link>https://orcid.org/0000-0003-2051-743X</ext-link>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Loriani</surname>
<given-names>Sina</given-names>
<ext-link>https://orcid.org/0000-0001-6660-960X</ext-link>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Sanderson</surname>
<given-names>Benjamin</given-names>
<ext-link>https://orcid.org/0000-0001-8635-4624</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>Séférian</surname>
<given-names>Roland</given-names>
<ext-link>https://orcid.org/0000-0002-2571-2114</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>Wyser</surname>
<given-names>Klaus</given-names>
<ext-link>https://orcid.org/0000-0001-9752-3454</ext-link>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Yang</surname>
<given-names>Shuting</given-names>
<ext-link>https://orcid.org/0000-0002-0147-2056</ext-link>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Abe</surname>
<given-names>Manabu</given-names>
<ext-link>https://orcid.org/0000-0002-4822-3321</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>Bathiany</surname>
<given-names>Sebastian</given-names>
<ext-link>https://orcid.org/0000-0001-9904-1619</ext-link>
</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>Braconnot</surname>
<given-names>Pascale</given-names>
<ext-link>https://orcid.org/0000-0002-1852-9178</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>Brovkin</surname>
<given-names>Victor</given-names>
<ext-link>https://orcid.org/0000-0001-6420-3198</ext-link>
</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>Burger</surname>
<given-names>Friedrich A.</given-names>
</name>
<xref ref-type="aff" rid="aff18">
<sup>18</sup>
</xref>
<xref ref-type="aff" rid="aff19">
<sup>19</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Cadule</surname>
<given-names>Patrica</given-names>
<ext-link>https://orcid.org/0000-0002-4830-5802</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>Castruccio</surname>
<given-names>Frederic S.</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>Danabasoglu</surname>
<given-names>Gokhan</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>Dittus</surname>
<given-names>Andrea</given-names>
<ext-link>https://orcid.org/0000-0001-9598-6869</ext-link>
</name>
<xref ref-type="aff" rid="aff22">
<sup>22</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Donges</surname>
<given-names>Jonathan F.</given-names>
<ext-link>https://orcid.org/0000-0001-5233-7703</ext-link>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff23">
<sup>23</sup>
</xref>
<xref ref-type="aff" rid="aff24">
<sup>24</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Fröb</surname>
<given-names>Friederike</given-names>
<ext-link>https://orcid.org/0000-0002-2516-1682</ext-link>
</name>
<xref ref-type="aff" rid="aff25">
<sup>25</sup>
</xref>
<xref ref-type="aff" rid="aff26">
<sup>26</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Frölicher</surname>
<given-names>Thomas</given-names>
</name>
<xref ref-type="aff" rid="aff18">
<sup>18</sup>
</xref>
<xref ref-type="aff" rid="aff19">
<sup>19</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Georgievski</surname>
<given-names>Goran</given-names>
</name>
<xref ref-type="aff" rid="aff16">
<sup>16</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Guo</surname>
<given-names>Chuncheng</given-names>
<ext-link>https://orcid.org/0000-0001-6276-6499</ext-link>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Hu</surname>
<given-names>Aixue</given-names>
<ext-link>https://orcid.org/0000-0002-1337-287X</ext-link>
</name>
<xref ref-type="aff" rid="aff27">
<sup>27</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lawrence</surname>
<given-names>Peter</given-names>
</name>
<xref ref-type="aff" rid="aff27">
<sup>27</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lerner</surname>
<given-names>Paul</given-names>
</name>
<xref ref-type="aff" rid="aff28">
<sup>28</sup>
</xref>
<xref ref-type="aff" rid="aff29">
<sup>29</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Licón-Saláiz</surname>
<given-names>José</given-names>
<ext-link>https://orcid.org/0000-0002-8733-2256</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>Otto-Bliesner</surname>
<given-names>Bette</given-names>
<ext-link>https://orcid.org/0000-0003-1911-1598</ext-link>
</name>
<xref ref-type="aff" rid="aff27">
<sup>27</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Romanou</surname>
<given-names>Anastasia</given-names>
<ext-link>https://orcid.org/0000-0001-5241-4772</ext-link>
</name>
<xref ref-type="aff" rid="aff29">
<sup>29</sup>
</xref>
<xref ref-type="aff" rid="aff28">
<sup>28</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Shevliakova</surname>
<given-names>Elena</given-names>
</name>
<xref ref-type="aff" rid="aff30">
<sup>30</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Silvy</surname>
<given-names>Yona</given-names>
<ext-link>https://orcid.org/0000-0002-7082-7375</ext-link>
</name>
<xref ref-type="aff" rid="aff18">
<sup>18</sup>
</xref>
<xref ref-type="aff" rid="aff19">
<sup>19</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Swingedouw</surname>
<given-names>Didier</given-names>
<ext-link>https://orcid.org/0000-0002-0583-0850</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>Tjiputra</surname>
<given-names>Jerry</given-names>
<ext-link>https://orcid.org/0000-0002-4600-2453</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>Walton</surname>
<given-names>Jeremy</given-names>
<ext-link>https://orcid.org/0000-0001-7372-178X</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>Wiltshire</surname>
<given-names>Andy</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="aff" rid="aff33">
<sup>33</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Winkelmann</surname>
<given-names>Ricarda</given-names>
<ext-link>https://orcid.org/0000-0003-1248-3217</ext-link>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Wood</surname>
<given-names>Richard</given-names>
<ext-link>https://orcid.org/0000-0002-3960-9513</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>Yokohata</surname>
<given-names>Tokuta</given-names>
<ext-link>https://orcid.org/0000-0001-7346-7988</ext-link>
</name>
<xref ref-type="aff" rid="aff34">
<sup>34</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ziehn</surname>
<given-names>Tilo</given-names>
<ext-link>https://orcid.org/0000-0001-9873-9775</ext-link>
</name>
<xref ref-type="aff" rid="aff35">
<sup>35</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>National Centre for Atmospheric Science, University of Leeds, Leeds, UK</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>CNRM, Université de Toulouse, Météo-France, CNRS, Toulouse, France</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>Earth Resilience Science Unit, Potsdam Institute for Climate Impact Research, Member of the Leibniz Association, Potsdam,  Germany</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Max Planck Institute of Geoanthropology, Jena, Germany</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Met Office Hadley Centre, Exeter, UK</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>School of Geographical Sciences, University of Bristol, UK</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>Swedish Meteorological and Hydrological Institute, Norrköping, Sweden</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>Bolin Centre for Climate Research, Stockholm University, Stockholm, Sweden</addr-line>
</aff>
<aff id="aff9">
<label>9</label>
<addr-line>CICERO, Oslo, Norway</addr-line>
</aff>
<aff id="aff10">
<label>10</label>
<addr-line>MERGE, Lund University, Lund, Sweden</addr-line>
</aff>
<aff id="aff11">
<label>11</label>
<addr-line>National Centre for Climate Research, Danish Meteorological Institute, Copenhagen, Denmark</addr-line>
</aff>
<aff id="aff12">
<label>12</label>
<addr-line>Research Institute for Global Change, Japan Agency for Marine-Earth Science and Technology, Yokohama, Japan</addr-line>
</aff>
<aff id="aff13">
<label>13</label>
<addr-line>Department of Earth System Modeling, School of Engineering and Design, Technical University of Munich, Munich,  Germany</addr-line>
</aff>
<aff id="aff14">
<label>14</label>
<addr-line>Potsdam Institute for Climate Impact Research, Member of the Leibniz Association, Potsdam, Germany</addr-line>
</aff>
<aff id="aff15">
<label>15</label>
<addr-line>Laboratoire des Sciences du Climat et de l’Environnement, Institut Pierre-Simon Laplace, CNRS, CEA, Université de Versailles Saint-Quentin-en-Yvelines, Université Paris-Saclay, Gif-sur-Yvette, France</addr-line>
</aff>
<aff id="aff16">
<label>16</label>
<addr-line>Max Planck Institute for Meteorology, Hamburg, Germany</addr-line>
</aff>
<aff id="aff17">
<label>17</label>
<addr-line>Center for Earth System Research and Sustainability, University of Hamburg, Hamburg, Germany</addr-line>
</aff>
<aff id="aff18">
<label>18</label>
<addr-line>Climate and Environmental Physics, University of Bern, Bern, Switzerland</addr-line>
</aff>
<aff id="aff19">
<label>19</label>
<addr-line>Oeschger Centre for Climate Change Research, University of Bern, Bern, Switzerland</addr-line>
</aff>
<aff id="aff20">
<label>20</label>
<addr-line>LMD-IPSL, CNRS, Ecole normale supérieure/PSL, Sorbonne Université, Ecole Polytechnique, Paris, France</addr-line>
</aff>
<aff id="aff21">
<label>21</label>
<addr-line>US National Science Foundation National Center for Atmospheric Research, Boulder, USA</addr-line>
</aff>
<aff id="aff22">
<label>22</label>
<addr-line>National Centre for Atmospheric Science, Department of Meteorology, University of Reading, Reading, UK</addr-line>
</aff>
<aff id="aff23">
<label>23</label>
<addr-line>Department of Integrative Earth System Science, Max Planck Institute of Geoanthropology, Jena, Germany</addr-line>
</aff>
<aff id="aff24">
<label>24</label>
<addr-line>Stockholm Resilience Centre, Stockholm University, Stockholm, Sweden</addr-line>
</aff>
<aff id="aff25">
<label>25</label>
<addr-line>Geophysical Institute, University of Bergen, Bergen, Norway</addr-line>
</aff>
<aff id="aff26">
<label>26</label>
<addr-line>Bjerknes Centre for Climate Research, Bergen, Norway</addr-line>
</aff>
<aff id="aff27">
<label>27</label>
<addr-line>US National Science Foundation, National Center for Atmospheric Research, Boulder, USA</addr-line>
</aff>
<aff id="aff28">
<label>28</label>
<addr-line>Department of Applied Physics and Applied Mathematics, Columbia University, New York, USA</addr-line>
</aff>
<aff id="aff29">
<label>29</label>
<addr-line>NASA-Goddard Institute for Space Studies, New York, USA</addr-line>
</aff>
<aff id="aff30">
<label>30</label>
<addr-line>National Oceanic and Atmospheric Administration, Geophysical Fluid Dynamic Laboratory, Princeton, USA</addr-line>
</aff>
<aff id="aff31">
<label>31</label>
<addr-line>Environnements et Paléoenvironnements Océaniques et Continentaux (EPOC), Université de Bordeaux, CNRS, Bordeaux,  France</addr-line>
</aff>
<aff id="aff32">
<label>32</label>
<addr-line>NORCE Research AS, Bjerknes Centre for Climate Research, Bergen, Norway</addr-line>
</aff>
<aff id="aff33">
<label>33</label>
<addr-line>Global Systems Institute, University of Exeter, Exeter, UK</addr-line>
</aff>
<aff id="aff34">
<label>34</label>
<addr-line>Earth System Division, National Institute for Environmental Studies, Tsukuba, Japan</addr-line>
</aff>
<aff id="aff35">
<label>35</label>
<addr-line>CSIRO Environment, Aspendale, Australia</addr-line>
</aff>
<pub-date pub-type="epub">
<day>23</day>
<month>09</month>
<year>2025</year>
</pub-date>
<volume>2025</volume>
<fpage>1</fpage>
<lpage>45</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2025 ﻿Colin Jones 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-2025-3604/">This article is available from https://egusphere.copernicus.org/preprints/2025/egusphere-2025-3604/</self-uri>
<self-uri xlink:href="https://egusphere.copernicus.org/preprints/2025/egusphere-2025-3604/egusphere-2025-3604.pdf">The full text article is available as a PDF file from https://egusphere.copernicus.org/preprints/2025/egusphere-2025-3604/egusphere-2025-3604.pdf</self-uri>
<abstract>
<p>We describe a new Earth system model (ESM) experiment protocol, as part of the international Tipping Points Modelling Intercomparison Project (TIPMIP) project. We propose this as a protocol for the Coupled Model Intercomparison Project 7 (CMIP7). The protocol requires ESMs to run in CO&lt;sub&gt;2&lt;/sub&gt;-emission mode, with atmospheric CO&lt;sub&gt;2&lt;/sub&gt; a predicted variable. Forcing for the protocol consists solely of a constant emission of CO&lt;sub&gt;2&lt;/sub&gt;, based on each model&amp;rsquo;s transient climate response to cumulative emissions of carbon dioxide (TCRE) value, to give a common global mean warming rate of 2 &amp;deg;C per century. This positive emission experiment is started from the pre-industrial state of a given model. When the ramp-up run first exceeds a specified level of global warming (2 &amp;deg;C and 4 &amp;deg;C) relative to the model&amp;rsquo;s pre-industrial global mean surface air temperature (GMSAT), CO&lt;sub&gt;2&lt;/sub&gt; emissions are set to zero and the positive emission run is branched into a zero-emission run. The zero-emission runs continue for 300 years. At 50 years into each zero-emission run, CO&lt;sub&gt;2 &lt;/sub&gt;emissions are set to the negative of the positive emission rate and the model run until GMSAT cools below the original pre-industrial value. Additionally, when the negative emission run started from global warming level (GWL) = 4 &amp;deg;C first drops below GWL = 2 &amp;deg;C, a zero-emission run is branched off this, completing the set of experiments. Using this protocol, we are able to control the rate of global warming and cooling across participating models. TIPMIP experiments will support a range of analyses, including; an assessment of abrupt/rapid Earth system change, the long-term response to zero CO&lt;sub&gt;2&lt;/sub&gt; emissions, the response to negative CO&lt;sub&gt;2&lt;/sub&gt; emissions, the efficacy of negative emissions in driving cooling, and the reversibility of Earth system change under a pathway of positive (warming), zero (stabilization), and negative (cooling) CO&lt;sub&gt;2&lt;/sub&gt; emissions.</p>
</abstract>
<counts><page-count count="45"/></counts>
<funding-group>
<award-group id="gs1">
<funding-source>UK Research and Innovation</funding-source>
<award-id>NE/W004895/1</award-id>
</award-group>
<award-group id="gs2">
<funding-source>European Commission</funding-source>
<award-id>101003536</award-id>
</award-group>
<award-group id="gs3">
<funding-source>European Commission</funding-source>
<award-id>101081193</award-id>
<award-id>10103098</award-id>
<award-id>10043072</award-id>
<award-id>101137673</award-id>
<award-id>101137601</award-id>
<award-id>101060452</award-id>
<award-id>101083922</award-id>
</award-group>
<award-group id="gs4">
<funding-source>Department for Science, Innovation and Technology</funding-source>
<award-id>Met Office Hadley Centre</award-id>
</award-group>
<award-group id="gs5">
<funding-source>European Research Council</funding-source>
<award-id>951288</award-id>
</award-group>
<award-group id="gs6">
<funding-source>Norges Forskningsråd</funding-source>
<award-id>334811</award-id>
<award-id>352142</award-id>
</award-group>
<award-group id="gs7">
<funding-source>Ministry of Education, Culture, Sports, Science and Technology</funding-source>
<award-id>JPMXD0722681344</award-id>
</award-group>
<award-group id="gs8">
<funding-source>Australian Government</funding-source>
<award-id>NESP</award-id>
</award-group>
<award-group id="gs9">
<funding-source>Bundesministerium für Bildung und Forschung</funding-source>
<award-id>03F0931F</award-id>
</award-group>
<award-group id="gs10">
<funding-source>National Science Foundation</funding-source>
<award-id>1852977</award-id>
</award-group>
<award-group id="gs11">
<funding-source>Biological and Environmental Research</funding-source>
<award-id>DE-SC0022070</award-id>
</award-group>
<award-group id="gs12">
<funding-source>National Aeronautics and Space Administration</funding-source>
<award-id>N3-MAP23-0018</award-id>
<award-id>NNH23ZDA001N-MAP</award-id>
</award-group>
</funding-group>
</article-meta>
</front>
<body/>
<back>
</back>
</article>