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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2022.872800</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Perspective</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>A Code of Conduct Is Imperative for Ocean Carbon Dioxide Removal Research</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Loomis</surname><given-names>Rebecca</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/1672403"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cooley</surname><given-names>Sarah R.</given-names>
</name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/280891"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Collins</surname><given-names>James R.</given-names>
</name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/416255"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Engler</surname><given-names>Simon</given-names>
</name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1706877"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Suatoni</surname><given-names>Lisa</given-names>
</name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Yale Law School</institution>, <addr-line>New Haven, CT</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Ocean Conservancy</institution>, <addr-line>Washington, DC</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Environmental Defense Fund</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Marine Chemistry and Geochemistry, Woods Hole Oceanographic Institution</institution>, <addr-line>Woods Hole, MA</addr-line>, <country>United States</country></aff>
<aff id="aff5"><sup>5</sup><institution>Natural Resources Defense Council</institution>, <addr-line>New York, NY</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jos&#xe9; Guerreiro, University of Lisbon, Portugal</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Ellias Yuming Feng, Ocean University of China, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Rebecca Loomis, <email xlink:href="mailto:rebecca.loomis@yale.edu">rebecca.loomis@yale.edu</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Marine Affairs and Policy, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>872800</elocation-id>
<history>
<date date-type="received">
<day>10</day>
<month>02</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Loomis, Cooley, Collins, Engler and Suatoni</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Loomis, Cooley, Collins, Engler and Suatoni</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>
<abstract>
<p>As the impacts of rising temperatures mount and the global transition to clean energy advances only gradually, scientists and policymakers are looking towards carbon dioxide removal (CDR) methods to prevent the worst impacts of climate change. Attention has increasingly focused on ocean CDR techniques, which enhance or restore marine systems to sequester carbon. Ocean CDR research presents the risk of uncertain impacts to human and environmental welfare, yet there are no domestic regulations aimed at ensuring the safety and efficacy of this research. A code of conduct that establishes principles of responsible research, fairness, and equity is needed in this field. This article presents fifteen key components of an ocean CDR research code of conduct.</p>
</abstract>
<kwd-group>
<kwd>carbon dioxide removal</kwd>
<kwd>ocean</kwd>
<kwd>policy</kwd>
<kwd>research governance</kwd>
<kwd>geoengineering</kwd>
</kwd-group>
<counts>
<fig-count count="1"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="28"/>
<page-count count="5"/>
<word-count count="2312"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Industrial development has unequivocally altered the Earth&#x2019;s climate, unleashing widespread changes in natural systems that have increasingly inequitable outcomes for humans (<xref ref-type="bibr" rid="B14">IPCC, 2021</xref>). Limiting global warming to the 1.5&#xb0; C goal at the heart of the 2015 Paris Agreement &#x2014; or even to the Agreement&#x2019;s &#x201c;avoid at all cost&#x201d; upper limit of 2&#xb0; C &#x2014; requires that drastic and rapid emissions cuts be supplemented with carbon dioxide removal (CDR) to eliminate historically emitted anthropogenic carbon dioxide that continues to warm the planet (<xref ref-type="bibr" rid="B13">Rogelj et al., 2018</xref>). However, CDR techniques may have profound adverse social and environmental impacts, such as disruption to ecosystems and food webs, pollution, and high energy costs. To avoid exacerbating the already-inequitable impacts of climate change, climate mitigation must be pursued <italic>via</italic> methods that maintain biodiversity and support social equity (<xref ref-type="bibr" rid="B23">P&#xf6;rtner et&#xa0;al., 2021</xref>). Research codes of conduct help ensure these goals can be equally upheld throughout the process of developing solutions (<xref ref-type="bibr" rid="B11">Hubert, 2021</xref>).</p>
<p>Although attention surrounding CDR has traditionally focused on land-based techniques to reduce atmospheric carbon dioxide levels, interest in various ocean-based CDR solutions is now skyrocketing among policymakers, funders, scientists and entrepreneurs (<xref ref-type="bibr" rid="B4">Boettcher et&#xa0;al., 2021</xref>). Ocean CDR approaches differ widely in their potential scales, the ways they aim to manipulate or restore ocean systems, and the degree of human intervention they require. Vast, relatively unpeopled ocean spaces have inspired an array of proposals from political leaders, investors, and marine researchers. Some of these proposals rely on intensive technological manipulations of ocean chemistry or biology, representing a form of climate engineering; these include fertilizing the ocean with iron, redistributing nutrients or organic matter within the ocean to stimulate algal blooms through artificial upwelling, adding minerals to rivers, beaches or ocean water to enhance ocean alkalinity through mineral weathering, and using electrical currents to generate alkalinity in seawater, which can locally induce additional CO<sub>2</sub> absorption by the ocean. Other proposed ocean CDR methods, such as the restoration of populations of large marine animals, including epipelagic fishes and whales, and the cultivation of vast quantities of kelp or other seaweeds in the open ocean, could involve less intensive manipulation. Amid this explosion in interest, the National Academies of Sciences, Engineering, and Medicine (NASEM) released a <italic>Research Agenda for Ocean Carbon Dioxide Removal and Sequestration</italic> in early December 2021, which sets priorities for research and development of several of these CDR pathways (<xref ref-type="bibr" rid="B18">National Academies of Sciences, Engineering, and Medicine, 2021a</xref>).</p>
<p>Because many proposed ocean-based CDR approaches share certain features with other types of climate engineering &#x2014; including potential impacts over vast spatial scales, long timelines, and the risk of unintended planetary-scale effects (<xref ref-type="bibr" rid="B19">National Academies of Sciences, Engineering, and Medicine 2021b</xref>)&#x2014; a code of conduct for ocean CDR research must be developed immediately. Codes of conduct establish sets of norms and best practices, encouraging responsible research among public and private actors (<xref ref-type="bibr" rid="B11">Hubert, 2021</xref>). By encouraging researchers to assess, minimize, and publicize the impacts of their experiments, a code of conduct could reduce the harm done by field experiments. And by promoting principles that would encourage the growth of a rigorous body of research &#x2014; such as rules requiring the disclosure of funding or the peer review and publication of results &#x2014; a code of conduct could help researchers transparently and honestly determine the efficacy of ocean-based CDR technologies, which they must do if those technologies are to play a meaningful role in climate mitigation. Indeed, the&#xa0;NASEM&#xa0;ocean CDR&#xa0;panel identified as its top immediate priority the development of a&#xa0;code of conduct&#xa0;to&#xa0;prevent&#xa0;&#x201c;ill-considered&#x201d;&#xa0;studies:&#xa0;those&#xa0;that would&#xa0;fail to&#xa0;advance scientific knowledge or pose significant social and environmental risks (<xref ref-type="bibr" rid="B18">National Academies of Sciences, Engineering, and Medicine, 2021a</xref>). Ultimately, policymakers could use an ocean CDR code of conduct as a starting point for future regulations that are managed by institutions accountable to the public (<xref ref-type="bibr" rid="B11">Hubert, 2021</xref>).</p>
</sec>
<sec id="s2">
<title>A Sea of Risks, Uncertainties, and Opportunities</title>
<p>Existing national and subnational regulatory frameworks do not ensure that ocean CDR research will be carried out in a manner that minimizes harm and transboundary impacts. Jurisdiction over the ocean varies depending on distance from shore: nations, and to a lesser extent, subnational regions (e.g. states or provinces), regulate areas within 200 nautical miles from shore, while the high seas do not fall under the jurisdiction of any one nation (<xref ref-type="bibr" rid="B27">UN General Assembly, 1982</xref>). This creates a patchwork of regulation over ocean activities that is both complicated and incomplete. Alarmingly, regulation on ocean CDR research and development &#x2014; the critical oversight needed to guide relevant research toward demonstrating efficacy, ensuring equity, and reducing environmental and social harm &#x2014; is lacking domestically and internationally. In the United States, there are no domestic regulations aimed at ensuring that ocean CDR is effective and safe. Some ocean CDR research activities may fall under existing regulatory schemes such as those related to emission of pollutants into water or impacts to protected species, but these regulations have not yet been applied to CDR (<xref ref-type="bibr" rid="B28">Webb et&#xa0;al., 2021</xref>).</p>
<p>Further, much of the world&#x2019;s ocean &#x2014; including, for example, parts of the Southern Ocean most attractive for deployment of interventions such as ocean iron fertilization &#x2014; lie beyond national jurisdiction, in zones that are especially vulnerable to ungoverned, independent research. International instruments may govern some of the activities associated with ocean-based CDR, such as discharge of minerals for ocean alkalinization or injection of CO<sub>2</sub> into sub-seabed geological formations. However, there are no binding international instruments that expressly regulate these methods (<xref ref-type="bibr" rid="B28">Webb et&#xa0;al., 2021</xref>). Much of the existing, non-binding international framework is specific to ocean iron fertilization, reflecting the comparatively longer history of scientific research into the biogeochemistry surrounding that pathway (<xref ref-type="bibr" rid="B18">National Academies of Sciences, Engineering, and Medicine, 2021a</xref>).</p>
<p>Moreover, a full appreciation of the risks, tradeoffs, opportunities and potential co-benefits of ocean CDR research &#x2014; let alone its full deployment at scales large enough to affect the Earth&#x2019;s climate &#x2014; cannot be directly obtained from the more mature body of research on land-based CO<sub>2</sub> sequestration because of fundamental differences in how marine environments function (<xref ref-type="bibr" rid="B26">Steele et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B6">Canadell et&#xa0;al., 2021</xref>). The fundamental physical and biogeochemical properties of the ocean &#x2014; including its vast scale and high degree of connectivity &#x2014; make it very different from the terrestrial or coastal settings in which CDR has traditionally been deployed. Chief among these is that water is a fluid, allowing the ocean and nearly everything in it to move across political boundaries. Even CDR experiments conducted close to shore within a nation&#x2019;s exclusive economic zone could plausibly have international or global impacts. In addition, the majority of proposed ocean CDR techniques leverage natural biogeochemical processes, and the likelihood of harmful ocean consequences from these approaches is still unclear. Depending on their scale, field experiments involving these techniques could affect both near and distant marine ecosystems in the same ways as projected for large-scale ocean CDR deployment. Existing literature suggests these consequences could include:</p>
<list list-type="bullet">
<list-item>
<p>induction of hypoxic or anoxic water-column conditions due to increased deep-water bacterial activity, possibly as a result of ocean iron fertilization or the intentional sinking of large quantities of macroalgal biomass&#x200b;&#x200b; (<xref ref-type="bibr" rid="B21">Oschlies et&#xa0;al., 2010</xref>),</p>
</list-item>
<list-item>
<p>shifts in phytoplankton diversity and abundances that would have difficult-to-anticipate ecosystem effects (<xref ref-type="bibr" rid="B21">Oschlies et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B3">Bach et&#xa0;al., 2019</xref>),</p>
</list-item>
<list-item>
<p>&#x201c;nutrient robbing,&#x201d; or depletion of macronutrients by phytoplankton or cultivated macroalgae that starves natural plankton and algae nearby (<xref ref-type="bibr" rid="B21">Oschlies et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B3">Bach et&#xa0;al., 2019</xref>),</p>
</list-item>
<list-item>
<p>entanglement of marine life (<xref ref-type="bibr" rid="B5">Campbell et&#xa0;al., 2019</xref>),</p>
</list-item>
<list-item>
<p>potential alteration of weather patterns (<xref ref-type="bibr" rid="B18">National Academies of Sciences, Engineering, and Medicine 2021a</xref>),&#xa0;local ocean currents, and/or mesoscale ocean circulation patterns (<xref ref-type="bibr" rid="B5">Campbell et&#xa0;al., 2019</xref>),</p>
</list-item>
<list-item>
<p>toxic effects on marine life, including microbiota, from the release of trace metals associated with silicate minerals applied to enhance alkalinity (<xref ref-type="bibr" rid="B9">Hartmann et&#xa0;al., 2013</xref>),</p>
</list-item>
<list-item>
<p>in the case of certain proposed CDR methods, rapid reversals in ocean chemistry following termination (<xref ref-type="bibr" rid="B8">Feng et&#xa0;al., 2016</xref>), and</p>
</list-item>
<list-item>
<p>poorly understood feedbacks involving climate-active marine trace gases that could erode the climate benefit of an ocean CDR intervention (<xref ref-type="bibr" rid="B17">Law, 2008</xref>).</p>
</list-item>
</list>
</sec>
<sec id="s3">
<title>Key Components of an Ocean CDR Code of Conduct</title>
<p>Given the critical need for research coordination amid this sea of risks and uncertainties, we reviewed other codes of conduct to identify crucial responsible research principles that should be included in an ocean CDR research code of conduct. We investigated research fields that have similarly uncertain implications for human or environmental welfare, including nanotechnology, gene editing, and geoengineering. Sixteen research codes of conduct from eight fields reveal fifteen common principles to guide research of new technologies (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). These principles require researchers to assess and minimize potential environmental harms before, during, and after experiments. They also promote a tiered research structure, requiring researchers to demonstrate the potential efficacy of a technology &#x2014; in the lab, <italic>via</italic> modeling, or in small field trials &#x2014; before scaling up to larger <italic>in situ</italic> experiments. The principles promote public and stakeholder engagement and consideration of fairness and equity, recognizing researchers&#x2019; obligation to involve the full community of people who may be impacted by the research, and the overall need to involve the global community in decisions about climate engineering (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Key components for inclusion in a research code of conduct for ocean CDR.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-872800-g001.tif"/>
</fig>
<p>Principles for code interpretation, including definitions of the purpose and scope of the code, are likewise important (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). The scope of a code of conduct can be limited to specific technologies, or the code&#x2019;s application can depend on the overall purpose or intent of the research. Because new ocean-based CDR techniques continue to be described, the set of available technologies is presently unbounded, and a purpose-focused code of conduct (e.g., <xref ref-type="bibr" rid="B10">Hubert, 2017</xref>) would better fit this fast-evolving area of research. A purpose-focused code of conduct will require a definition of CDR, so those applying the code can determine whether a research activity&#x2019;s purpose is to investigate CDR methods. The code may adopt an existing definition of CDR, such as those used by the Intergovernmental Panel on Climate Change (IPCC) or NASEM. IPCC defines CDR as &#x201c;[a]nthropogenic activities removing CO<sub>2</sub> from the atmosphere and durably storing it in geological, terrestrial, or ocean reservoirs, or in products,&#x201d; including &#x201c;anthropogenic enhancement of biological or geochemical sinks&#x201d; but excluding &#x201c;natural CO<sub>2</sub> uptake not directly caused by human activities&#x201d; (<xref ref-type="bibr" rid="B13">Rogelj et al., 2018</xref>). NASEM similarly defines CDR as methodologies that &#x201c;remov[e] or captur[e] CO<sub>2</sub> from the atmosphere or some reservoir in close contact with the atmosphere&#x201d; and durably store it (<xref ref-type="bibr" rid="B18">National Academies of Sciences, Engineering, and Medicine, 2021a</xref>). In contrast to the IPCC definition, the NASEM definition includes pathways that may require less direct anthropogenic manipulation,&#xa0;such as ecosystem protection (<xref ref-type="bibr" rid="B18">National Academies of Sciences, Engineering, and Medicine, 2021a</xref>).</p>
<p>There are already two well-developed research codes relevant to ocean CDR that contain most of these principles: the Geoengineering Research Governance Project&#x2019;s <italic>Code of Conduct for Responsible Geoengineering Research</italic> (<xref ref-type="bibr" rid="B10">Hubert, 2017</xref>) and NASEM&#x2019;s <italic>Reflecting Sunlight: Recommendations for Solar Geoengineering Research and Research Governance</italic> (<xref ref-type="bibr" rid="B19">National Academies of Sciences, Engineering, and Medicine, 2021b</xref>). Additionally, the Aspen Institute recently released a report on developing a code of conduct for ocean-based CDR, which raises questions for researchers to consider that are consistent with the principles we identified (<xref ref-type="bibr" rid="B2">Aspen Institute Energy &amp; Environment Program, 2021</xref>). These documents indicate the ocean CDR research community is open to implementing an ocean CDR research code of conduct. And until the appropriate groups are assembled to develop a code of conduct for the oceans, researchers and practitioners can voluntarily adopt guidance based on existing codes.</p>
</sec>
<sec id="s4">
<title>Conclusion</title>
<p>While some ocean CDR solutions may indeed prove to be effective pathways for the sequestration of atmospheric CO<sub>2</sub> while safeguarding biodiversity and supporting equitable human development, the outcomes of most of these approaches are not yet fully understood. Many of these proposed interventions may be powerful enough to affect the Earth&#x2019;s climate, creating the potential for research surrounding ocean CDR to effect tragic or unexpected outcomes. Because codes of conduct help ensure coordination, transparency, and equity of research on technologies with the potential to affect human and environmental welfare, we believe the development of an ocean CDR research code of conduct is a fundamental prerequisite to the design or conduct of any large-scale field experiments of ocean CDR technologies.</p>
<p>A code of conduct will only be effective if it is adopted by the ocean CDR community. Across research disciplines, the most important factor in code uptake is engagement with the parties to whom the code of conduct applies. Code development should involve diverse stakeholders, including researchers, practitioners, funders, environmental NGOs, regulators, and publishers. As ocean CDR research progresses, stakeholders should periodically revisit and update the code of conduct and consider drafting guidelines specific to each type of ocean CDR technology.</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data Availability Statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author Contributions</title>
<p>RL, SE, and LS contributed to conception and design of the literature review. RL and SE wrote the first draft of the manuscript. RL, SC, JC, SE, and LS wrote sections of the manuscript. All authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>JC acknowledges funding support from Bezos Earth Fund.</p>
</sec>
<sec id="s8" 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>
</sec>
<sec id="s9" 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>
</sec>
</body>
<back>
<sec id="s10" sec-type="supplementary-material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2022.872800/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2022.872800/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
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