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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2024.1507045</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Editorial</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Editorial: Marine Ecosystem Assessment for the Southern Ocean: meeting the challenge for conserving earth ecosystems in the long term</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Constable</surname>
<given-names>Andrew J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/477244"/>
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<contrib contrib-type="author">
<name>
<surname>Melbourne-Thomas</surname>
<given-names>Jess</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/675973"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Muelbert</surname>
<given-names>Monica M. C.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/603080"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Hollowed</surname>
<given-names>Anne B.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/203129/overview"/>
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<aff id="aff1">
<sup>1</sup>
<institution>Centre for Marine Socioecology, University of Tasmania</institution>, <addr-line>Hobart, TAS</addr-line>, <country>Australia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>CSIRO Environment</institution>, <addr-line>Hobart, TAS</addr-line>, <country>Australia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Instituto de Oceanografia, Universidade Federal do Rio Grande</institution>, <addr-line>Rio Grande</addr-line>, <country>Brazil</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>College of the Environment, School of Aquatic and Fisheries Sciences, University of Washington</institution>, <addr-line>Seattle, WA</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited and Reviewed by: Mark A. Elgar, The University of Melbourne, Australia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Andrew J. Constable, <email xlink:href="mailto:a.constable@utas.edu.au">a.constable@utas.edu.au</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1507045</elocation-id>
<history>
<date date-type="received">
<day>07</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>18</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Constable, Melbourne-Thomas, Muelbert and Hollowed</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Constable, Melbourne-Thomas, Muelbert and Hollowed</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" journal-id="Front Ecol Evol" journal-id-type="nlm-ta" xlink:href="https://www.frontiersin.org/research-topics/10606/marine-ecosystem-assessment-for-the-southern-ocean-meeting-the-challenge-for-conserving-earth-ecosystems-in-the-long-term/magazine" ext-link-type="uri">Editorial on the Research Topic <article-title>Marine Ecosystem Assessment for the Southern Ocean: meeting the challenge for conserving earth ecosystems in the long term</article-title>
</related-article>
<kwd-group>
<kwd>Southern Ocean ecosystems</kwd>
<kwd>MEASO</kwd>
<kwd>ecosystem assessment</kwd>
<kwd>ecosystem-based management</kwd>
<kwd>climate change</kwd>
<kwd>Antarctic Treaty System</kwd>
<kwd>Antarctica</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="4"/>
<page-count count="4"/>
<word-count count="1856"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Conservation and Restoration Ecology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction and rationale</title>
<p>Southern Ocean ecosystems are unique, diverse, and globally valued (<xref ref-type="bibr" rid="B4">Stoeckl et&#xa0;al., 2024</xref>, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/ecology-and-evolution/articles/10.3389/fevo.2021.624451/full">Murphy et&#xa0;al.</ext-link>, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/ecology-and-evolution/articles/10.3389/fevo.2021.616089/full">Roberts et&#xa0;al.</ext-link>) but are also very vulnerable to climate-driven habitat changes (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/ecology-and-evolution/articles/10.3389/fevo.2022.1073823/full">Swadling et&#xa0;al.</ext-link>, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2020.615214/full">Cavanagh et&#xa0;al.</ext-link>, <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2021.592027">Pinkerton et&#xa0;al.</ext-link>, <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2020.547188/full">Morley et&#xa0;al.</ext-link>) and to other human impacts (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2021.624518">Grant et&#xa0;al.</ext-link>). Indeed, recent years have seen rapid and dramatic changes, particularly in Antarctic sea ice environments (<xref ref-type="bibr" rid="B3">Purich and Doddridge, 2023</xref>), with implications for species and marine ecosystems. Managers of Southern Ocean ecosystems, together with national and international research agencies, need robust and regular assessments of the status and change of these systems in order to protect ecosystem services, to identify options for mitigating impacts, and to understand the likelihood of different future trajectories for these systems (<xref ref-type="bibr" rid="B1">Constable et&#xa0;al., 2014</xref>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2021.576047">Press</ext-link>). Regular assessments facilitate the setting and review of priority research activities to enhance future assessments and to provide science directed towards the needs of policy makers.</p>
<p>Our Research Topic <italic>Marine Ecosystem Assessment for the Southern Ocean: Meeting the Challenge for Conserving Earth Ecosystems in the Long Term</italic> addresses this need by providing the first circumpolar interdisciplinary assessment of Southern Ocean ecosystem status and trends. This first Marine Ecosystem Assessment for the Southern Ocean (MEASO) has been a core activity of Integrating Climate and Ecosystem Dynamics in the Southern Ocean (ICED; <ext-link ext-link-type="uri" xlink:href="https://www.iced.ac.uk/">https://www.iced.ac.uk/</ext-link>). ICED is a regional program of Integrated Marine Biosphere Research (IMBeR, a joint program of the Scientific Committee on Oceanic Research [SCOR] and Future Earth), and co-sponsored by the Scientific Committee on Antarctic Research (SCAR). MEASO was also supported by the Southern Ocean Observing System (SOOS), a joint program of SCAR and SCOR.</p>
<p>MEASO was a five-year inclusive international program, modelled on a working group of the Intergovernmental Panel on Climate Change (IPCC). It involved 203 scientists from across the Antarctic and Southern Ocean scientific community (19 countries, 51% female, 30% early career), contributing to 24 research articles published in this Research Topic.</p>
</sec>
<sec id="s2">
<title>Development of the first Marine Ecosystem Assessment for the Southern Ocean</title>
<p>MEASO has been a bridge across many science communities (<xref ref-type="bibr" rid="B1">Constable et&#xa0;al., 2014</xref>) including: working groups of the Commission for the Conservation of Antarctic Marine Living Resources (CCAMLR), SCAR and its science groups, the global program of IMBeR in which ICED is the regional Antarctic program, SCOR and the SOOS, and many different groups within the IPCC and Intergovernmental Panel on Biodiversity and Ecosystem Services (IPBES). It was formally initiated in 2018 at an International Conference in Hobart, Australia which included a one-day Policy Forum for framing the policy objectives of the assessment. A planning workshop to progress the first MEASO was held in Woking in the United Kingdom in 2019. At this workshop, MEASO participants agreed: to a systematic and integrated ecological, sociological, and policy framework for considering Southern Ocean ecosystems and supporting management advice (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>); to identify ecoregions that capture variation in ecosystem attributes around the Southern Ocean including their physical and topographical differences (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>); and to use these areas and frameworks to enable assessments of dynamics and change at ecologically relevant spatial scales within those areas.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Systematic and integrated approach to the first Marine Ecosystem Assessment for the Southern Ocean. <bold>(A)</bold> Diagram showing the scope of MEASO (from <xref ref-type="bibr" rid="B2">Constable et&#xa0;al., 2023</xref>) &#x2013; status and trends for habitats (drivers of habitat change shown as icons on the left), species and food webs (central icons with colours denoting the two main pathways of energy flow through krill in orange and through fish in blue; species icons with both colours are part of both pathways; icons with solid outlines show species recovering from past exploitation, including blue whales, groundfish and seals), and ecosystem services (icons on the right). Example observation platforms delivering data to underpin assessments are shown at the top. The assessment and modelling process is shown at the bottom, which in turn informs decision-making for conservation, resilience and sustainability. Decisions impact on the trajectories of drivers and the ecosystem (arrows looping back up to the central ellipse). <bold>(B)</bold> MEASO assessment areas formed from 5 meridional sectors (Atlantic, Central Indian, East Indian, West Pacific, and East Pacific) and 3 zones (Antarctic &#x2013; extending from the coast to the Southern Antarctic Circumpolar Current Front [SACCF], Subantarctic extending from SACCF to the Subantarctic Front [SAF], Northern extending from SAF to the Subtropical Front). (adapted from <uri xlink:href="https://www.frontiersin.org/journals/ecology-and-evolution/articles/10.3389/fevo.2021.624763/full">McCormack et&#xa0;al.</uri>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-12-1507045-g001.tif"/>
</fig>
<p>MEASO areas were intended to reflect regions within which the dynamics of sea ice, ocean and benthic habitats remained similar across the region, from east to west. Connectivity arising from the large-scale currents and gyres makes it difficult to define more-or-less isolated marine regions. While the MEASO areas are similar to existing areas designed for particular disciplines and for management of fisheries in CCAMLR, they do not match because of the intention in MEASO to reflect ecological and ecosystem properties (i.e., across many disciplines) within an area. For this reason, they are often larger than areas designed to coordinate field research activities across nations operating in a given area, such as those adopted by the Southern Ocean Observing System (<ext-link ext-link-type="uri" xlink:href="https://www.soos.aq/activities/rwg">https://www.soos.aq/activities/rwg</ext-link>).</p>
<p>The activities and outputs of MEASO have been guided by an International Steering Committee and supported by research support staff (see <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Information and knowledge synthesis and management for MEASO was undertaken through the Southern Ocean Knowledge and Information wiki (SOKI).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Steering committee members and research support(*).</p>
</caption>
<table frame="hsides">
<tbody>
<tr>
<td valign="top" align="left">Andrew Constable</td>
<td valign="top" align="left">Huw Griffiths</td>
</tr>
<tr>
<td valign="top" align="left">Jess Melbourne-Thomas</td>
<td valign="top" align="left">Julian Gutt</td>
</tr>
<tr>
<td valign="top" align="left">M&#xf4;nica Muelbert</td>
<td valign="top" align="left">Yan Ropert-Coudert</td>
</tr>
<tr>
<td valign="top" align="left">Anne Hollowed</td>
<td valign="top" align="left">Irene Schloss</td>
</tr>
<tr>
<td valign="top" align="left">Jilda Caccavo</td>
<td valign="top" align="left">Dan Costa</td>
</tr>
<tr>
<td valign="top" align="left">Sian Henley</td>
<td valign="top" align="left">Eileen Hofmann</td>
</tr>
<tr>
<td valign="top" align="left">Juan Hofer</td>
<td valign="top" align="left">Louise Newman</td>
</tr>
<tr>
<td valign="top" align="left">Nadine Johnston</td>
<td valign="top" align="left">Andrea Pinones</td>
</tr>
<tr>
<td valign="top" align="left">Eugene Murphy</td>
<td valign="top" align="left">Anton van de Putte</td>
</tr>
<tr>
<td valign="top" align="left">Madeleine Brasier*</td>
<td valign="top" align="left">Stacey McCormack*</td>
</tr>
<tr>
<td valign="top" align="left">Rowan Trebilco*</td>
<td valign="top" align="left">Christine Weldrick*</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3">
<title>Framing and delivery of findings</title>
<p>The aim of the MEASO Steering Committee was to not only deliver a synthesis of the science (background, general understanding, the assessment of status, change and causes, and future science priorities) but also to make it accessible to non-scientists, including summaries for policymakers. Each of the papers in the MEASO Research Topic includes a summary infographic, designed by Stacey McCormack of VisualKnowledge, with a consistent theme and style. This Research Topic achieved its goal of providing a set of papers on all aspects of the integrated approach of <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>.</p>
<p>Important context for this assessment was provided on the role of Southern Ocean ecosystems in the global system (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/ecology-and-evolution/articles/10.3389/fevo.2021.624451/full">Murphy et&#xa0;al.</ext-link>) and the provision of data underpinning the current and future assessments (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2021.637063">van de Putte et&#xa0;al.</ext-link>; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2023.1150603">Bonnet-Lebrun et&#xa0;al.</ext-link>). Core assessments of status and change included: habitats (driven by global drivers &#x2013; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.547188">Morley et&#xa0;al.</ext-link>), biogeochemistry (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00581">Henley et&#xa0;al.</ext-link>) and primary productivity (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/ecology-and-evolution/articles/10.3389/fevo.2021.592027/full">Pinkerton et&#xa0;al.</ext-link>); several species groups (benthos &#x2013; <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2021.622721/full">Brasier et&#xa0;al.</ext-link>, krill and zooplankton &#x2013; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2021.624692">Johnston et&#xa0;al.</ext-link>, fish and squid &#x2013; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2021.624918">Caccavo et&#xa0;al.</ext-link>, marine mammals and birds &#x2013; <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2020.566936">Bestley et&#xa0;al.</ext-link>); the sea ice system (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/ecology-and-evolution/articles/10.3389/fevo.2022.1073823/full">Swadling et&#xa0;al.</ext-link>); and food webs generally (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/ecology-and-evolution/articles/10.3389/fevo.2021.624763/full">McCormack et&#xa0;al.</ext-link>). These were supplemented by contributions on subsurface chlorophyll maxima (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00671">Baldry et&#xa0;al.</ext-link>) and control of phytoplankton blooms (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2021.623856">Kauko et&#xa0;al.</ext-link>), impacts of ocean acidification on marine calcifiers (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2021.584445/full">Figuerola et&#xa0;al.</ext-link>), and food web effects of seamounts (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/marine-science/articles/10.3389/fmars.2020.00416/full">Sergi et&#xa0;al.</ext-link>).</p>
<p>For policy- and decision-makers, core assessments evaluated historical and current pressures on the ecosystem from human activities in the region (local drivers &#x2013; <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/ecology-and-evolution/articles/10.3389/fevo.2021.624518/full">Grant et&#xa0;al.</ext-link>), global and local pressures on ecosystem services more generally (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.615214">Cavanagh et&#xa0;al.</ext-link>), and pathways of influence and types of stakeholder engagement to manage for ecosystem services (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2021.623733">Solomonsz et&#xa0;al.</ext-link>). These assessments were supplemented by outcomes from the MEASO conference and its Policy Forum on the importance of the interaction between science and policy (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2021.576047">Press</ext-link>). Authors considered the great potential for cultural arts practices to enable enduring evidence-based policy in the region (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fevo.2021.616089">Roberts et&#xa0;al.</ext-link>), and elaborated a framework, adopted by the Scientific Committee of CCAMLR, to assess spatial risks to ecosystems from krill fisheries (<ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/journals/ecology-and-evolution/articles/10.3389/fevo.2023.1043800/full">Constable et&#xa0;al.</ext-link>) and its implementation (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2022.1015851">Warwick-Evans et&#xa0;al.</ext-link>). Lastly, early career researchers developed their perspectives and strategies for ensuring future robust marine ecosystem science in the Southern Ocean (<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmars.2020.00692">Brasier et&#xa0;al.</ext-link>).</p>
<p>A MEASO summary for policymakers (<xref ref-type="bibr" rid="B2">Constable et&#xa0;al., 2023</xref>) was developed by members of the Steering Committee and the lead authors of the core papers as a synthesis of key findings from papers in the Research Topic, in plain language and developed for policy- and decision-makers in managing Southern Ocean ecosystems. Assessment statements in the summary for policymakers are assigned confidence levels (as per the IPCC reporting process) and cross-referenced to the original source in the Research Topic. Infographics from the original papers were adapted and presented as part of the summary for policymakers. The text of the key findings is being translated to increase accessibility (<ext-link ext-link-type="uri" xlink:href="https://soos.aq/partnerships/measo-2023/measo-2023-translations">https://soos.aq/partnerships/measo-2023/measo-2023-translations</ext-link>; at time of publication this included Dutch, French, Portuguese and Spanish).</p>
</sec>
<sec id="s4">
<title>Key messages</title>
<p>Key messages from the MEASO Research Topic and the summary for policymakers are:</p>
<list list-type="bullet">
<list-item>
<p>Southern Ocean ecosystems are an integral part of the Earth System, including being valued highly by people in many parts of the world.</p>
</list-item>
<list-item>
<p>Changes in Southern Ocean ecosystems will impact ecosystem services, including cultural services, and have impacts throughout the world&#x2019;s oceans and climate system, and vice versa.</p>
</list-item>
<list-item>
<p>Southern Ocean ecosystems are being impacted now by climate change. Moreover, sufficient evidence and tools are available for designing strategies to safeguard these ecosystems and to facilitate their resilience to future climate change and ocean acidification.</p>
</list-item>
<list-item>
<p>Long-term maintenance of Southern Ocean ecosystems, particularly polar-adapted Antarctic species and coastal systems, can only be achieved by urgent global action to curb climate change and ocean acidification.</p>
</list-item>
</list>
</sec>
<sec id="s5">
<title>Meeting the challenge into the future</title>
<p>MEASO and the outcomes of this Research Topic provide an integrated framework, including a spatial partition at ecologically relevant scales, for assessing long term trends of Southern Ocean ecosystems. Regular updates and syntheses of status and prognoses for the future are needed for adjusting management strategies and, particularly, for providing advice globally on the future of this important region. Thus, their regularity would best align with, at least, the assessment review cycles of the IPCC. The outcomes of this first MEASO shows that a timely second assessment could be achieved by 2028, drawing on the research from the UN Decade of the Oceans and integrating new initiatives in science, policy, management, and civil society.</p>
<p>While knowledge of physical and chemical systems is well advanced in the Southern Ocean, studies of the implications of physical-chemical change on ecological systems needs to be substantially enhanced to have equivalent coverage across all MEASO areas and to satisfy the global demand for prognoses for ecosystems as a whole, from protists to top predators, in this era of rapidly changing environments. This can be readily achieved by investing in (i) sustained, year-round and ocean-wide scientific monitoring and assessment of the health of these biological systems, and (ii) developing coupled bio-physical, end-to-end models of Southern Ocean ecosystems suitable for assessing what future habitat changes and human impacts will mean to different ecosystems, communities and species.</p>
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<title>Author contributions</title>
<p>AC: Conceptualization, Project administration, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. JM: Conceptualization, Project administration, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. MM: Conceptualization, Project administration, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. AH: Conceptualization, Project administration, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
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<sec id="s7" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
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<sec id="s8" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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