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<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.2021.675274</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Reef Conservation off the Hook: Can Market Interventions Make Coral Reef Fisheries More Sustainable?</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Cramer</surname> <given-names>Katie L.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/699478/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Kittinger</surname> <given-names>John N.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1244435/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Center for Biodiversity Outcomes, Global Institute of Sustainability and Innovation, Arizona State University</institution>, <addr-line>Tempe, AZ</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Conservation International, Center for Oceans</institution>, <addr-line>Honolulu, HI</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>Conservation International, Betty and Gordon Moore Center for Science</institution>, <addr-line>Arlington, VA</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Global Futures Laboratory, School of Sustainability, Arizona State University</institution>, <addr-line>Tempe, AZ</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Andrew Frederick Johnson, University of California, San Diego, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Emily Darling, Wildlife Conservation Society, United States; MD Wahab, WorldFish, Bangladesh</p></fn>
<corresp id="c001">&#x002A;Correspondence: Katie L. Cramer, <email>katie.cramer@gmail.com</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Marine Fisheries, Aquaculture and Living Resources, a section of the journal Frontiers in Marine Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>08</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>675274</elocation-id>
<history>
<date date-type="received">
<day>25</day>
<month>03</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>06</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Cramer and Kittinger.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Cramer and Kittinger</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>The overexploitation of coral reef fisheries threatens the persistence of reef ecosystems and the livelihoods and food security of millions of people. Market-based initiatives to increase fisheries sustainability have been widely implemented in industrialized commodity fisheries, but the suitability of these initiatives for coral reef fisheries has not been systematically investigated. Here, we present a typology of market-based interventions and coral reef fisheries sectors and identity promising approaches for each fishery archetype. For high value, export-oriented reef fisheries that are highly unsustainable (live reef food fish and dried sea cucumbers), traditional regulatory efforts including trade restrictions will be most effective. For high-value, export-oriented fisheries for highly fecund invertebrates (lobsters and mollusks), certification and ratings efforts, fishery improvement projects, and sustainable purchasing commitments can improve fishing practices and increase fisher market access and revenue. For lower-value fisheries targeting species for domestic or regional consumption, sustainable purchasing commitments among local buyers, consumer awareness campaigns, and local certification and ratings schemes hold promise for shifting attitudes toward sustainability and increasing food security for local communities. Finally, fisher empowerment efforts including direct access to local markets and market information, training on improved post-harvest methods, and formation of fisher associations hold promise for increasing fisher incomes, reducing wasteful catch, increasing food security, and de-incentivizing unsustainable practices. Despite the potential of market-based interventions, specific approaches must be carefully tailored to the ecological and social reality of these systems, including the inherent unsustainability of commercial coral reef fisheries, the limited capacity for fisheries governance, the limited financial support of market-based initiatives, and the threatened status of coral reef ecosystems globally.</p>
</abstract>
<kwd-group>
<kwd>coral reefs</kwd>
<kwd>markets</kwd>
<kwd>sustainability</kwd>
<kwd>fisheries</kwd>
<kwd>conservation</kwd>
<kwd>seafood</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Science Foundation<named-content content-type="fundref-id">10.13039/100000001</named-content></contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="118"/>
<page-count count="15"/>
<word-count count="0"/>
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</front>
<body>
<sec id="S1">
<title>Introduction</title>
<p>Coral reefs are in crisis due to overfishing, pollution, and climate change (<xref ref-type="bibr" rid="B52">Hughes et al., 2003</xref>; <xref ref-type="bibr" rid="B76">Pandolfi et al., 2003</xref>; <xref ref-type="bibr" rid="B19">Burke et al., 2011</xref>), threatening the persistence of reef ecosystems and the well-being of tens of millions of people that depend on reefs for food and livelihood security (<xref ref-type="bibr" rid="B72">Moberg and Folke, 1999</xref>; <xref ref-type="bibr" rid="B105">Teh et al., 2013</xref>; <xref ref-type="bibr" rid="B13">Birkeland, 2017</xref>). Coral reef fisheries contribute up to one-quarter of the total fish catch in developing countries (<xref ref-type="bibr" rid="B55">Jameson et al., 1995</xref>) and account for more than one-quarter of all small-scale fishers (<xref ref-type="bibr" rid="B105">Teh et al., 2013</xref>). Reef fisheries are intensely exploited as a local source of protein and for export-oriented trades including the aquarium, live reef food fish, and dried sea cucumber (&#x201C;beche-de-mer&#x201D;) trades (<xref ref-type="bibr" rid="B94">Sadovy et al., 2003</xref>; <xref ref-type="bibr" rid="B112">Wabnitz et al., 2003</xref>; <xref ref-type="bibr" rid="B86">Purcell et al., 2013</xref>). But because coral reef environments are characterized by low export production, tightly integrated ecosystem components, and species with irregular and slow recruitment, coral reef fisheries are easily overexploited (<xref ref-type="bibr" rid="B13">Birkeland, 2017</xref>). As a result, over 75% of coral reef fisheries are currently being fished at unsustainable levels (<xref ref-type="bibr" rid="B65">MacNeil et al., 2015</xref>) and fishing has been identified as a major threat to coral reef ecosystem resilience (<xref ref-type="bibr" rid="B73">Newton et al., 2007</xref>). The sustainability of coral reef fisheries is further threatened by projected increased demand, coastal development and ocean pollution, invasive species, and the mass die off of reef-building corals from climate change (<xref ref-type="bibr" rid="B36">Dalzell et al., 1996</xref>; <xref ref-type="bibr" rid="B84">Pratchett et al., 2008</xref>; <xref ref-type="bibr" rid="B46">Green et al., 2012</xref>). It is therefore essential to reduce the magnitude of disturbance to coral reefs caused by fishing and other human activities to ensure their continued ecological functioning and provisioning of essential benefits to humanity.</p>
<p>To mitigate the unsustainable production practices in wild-capture fisheries and seafood farming (aquaculture), significant investments have been made in market-based solutions. Market-based solutions include a variety of approaches focused on generating incentives along the seafood supply chain (i.e., producers, buyers, distributors, retailers) that favor sustainability (<xref ref-type="bibr" rid="B104">Sutton, 1998</xref>; <xref ref-type="bibr" rid="B54">Jacquet et al., 2009</xref>; <xref ref-type="bibr" rid="B57">Kittinger et al., 2021</xref>). The general theory of change for market-based approaches posits that shifting demand toward sustainability will motivate and enable seafood producers and supply chains to improve practices and the overall sustainability of fisheries (<xref ref-type="bibr" rid="B92">Ross Strategic et al., 2020</xref>), drawing from a wider body of theory and practice encompassed in market transformations (<xref ref-type="bibr" rid="B101">Simons, 2017</xref>). These schemes are predominantly applied in large-scale, industrialized fisheries that supply markets in developed countries where consumer demand for sustainable seafood is greater, governance and government support are strong, and the significant investment required to participate in sustainability programs is financially viable.</p>
<p>In contrast, coral reef fisheries are typically small-scale and located in (and often supply markets in) developing countries with lower capacity for fisheries management and governance. These fisheries have largely been excluded from voluntary (i.e., non-regulatory) market-based approaches (<xref ref-type="bibr" rid="B114">Wakamatsu and Wakamatsu, 2017</xref>). However, existing research has shown that market gravity (a function of human population density and market access) is a strong predictor of overall reef condition (<xref ref-type="bibr" rid="B18">Brewer et al., 2013</xref>; <xref ref-type="bibr" rid="B29">Cinner et al., 2018</xref>), suggesting that markets have a pervasive influence on reefs, and that market-based interventions could be catalytic in improving the sustainability of coral reef fisheries. However, the suitability of existing market-based approaches has not yet been systematically investigated for coral reef fisheries. This remains a major research gap that prevents the development of solutions to address the coral reef crisis.</p>
<p>In this study, we assess the potential for market-based approaches to improve the sustainability of coral reef fisheries. First, we present an assessment of coral reef fisheries sectors, derived analytically from global catch data. We then present a typology of market-based interventions that may be particularly suitable for these sectors. Based on a thorough review of existing initiatives from coral reef and other fisheries, we then map promising interventions to each of our fisheries archetypes. We conclude by discussing the sustainability benefits and limitations associated with each of these interventions and offer modifications that may enable existing interventions to be successfully applied to coral reef fisheries.</p>
<sec id="S1.SS1">
<title>Market-Based Solutions for Ocean Resources</title>
<p>As noted above, market-based interventions comprise a wide array of approaches focused on generating incentives along the supply chain that favor sustainability. In broad terms, market-based approaches can be grouped into three different categories: (1) governmental regulation (of markets and market actors); (2) voluntary private sector commitments; and (3) capacity building initiatives (<xref ref-type="table" rid="T1">Table 1</xref>). Regulatory approaches include a diverse set of policy levers that governments employ to influence markets and the various business actors engaged in the fisheries sector. In these approaches, sustainability is delineated via governmental legal instruments and policies that mandate fishers and businesses comply with requirements. These requirements may take three general forms: trade policies that restrict the flow of fisheries products across national boundaries, input controls that determine who can fish, when they can fish and how they may fish, and output controls that dictate the amount and type of catch - thus restricting the quantity, quality, composition, and timing of the flow of seafood products into market systems. Whereas harvesters and aquaculture farms have long been subject to policies that dictate operation and management of these production systems (e.g., licensing and permitting, gear/temporal/geographic restrictions, and import/export regulations) and supply chain actors are familiar with requirements on seafood handling (i.e., for food safety), governmental policies for regulating markets toward sustainability are relatively new. However, regulatory efforts to prevent overharvesting on coral reefs are increasing: Kiribati, the Philippines, Indonesia, Palau, and Tonga have restricted the commercial sale and/or export of numerous coral reef species, several Caribbean nations (Barbuda, Bermuda, Belize, Bonaire, Curacao, Turks and Caicos, Dominican Republic, Mexico, and Saint Vincent and the Grenadines) have banned or significantly restricted the fishing of ecologically important herbivorous reef fishes, and the harvesting of ornamental reef species has been restricted in Hawai&#x2018;i and several Pacific Island nations (<xref ref-type="bibr" rid="B37">Dee et al., 2014</xref>; <xref ref-type="bibr" rid="B53">Jackson et al., 2014</xref>; <xref ref-type="bibr" rid="B13">Birkeland, 2017</xref>; <xref ref-type="bibr" rid="B89">Republic of Palau, 2019</xref>). Governments can also provide incentives such as vessel buybacks in efforts to reduce fishing effort, although fisheries subsidies often distort markets and drive unsustainable practices (<xref ref-type="bibr" rid="B30">Clark et al., 2005</xref>; <xref ref-type="bibr" rid="B99">Schuhbauer and Sumaila, 2016</xref>).</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Coral reef fishery archetypes.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"><bold>Fisheries Archetype</bold></td>
<td valign="top" align="left"><bold>Scale and Gear</bold></td>
<td valign="top" align="left"><bold>Spatial Extent</bold></td>
<td valign="top" align="left"><bold>Market Access</bold></td>
<td valign="top" align="left"><bold>Dominant Species by Catch</bold></td>
<td valign="top" align="left"><bold>Examples</bold></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Industrial</td>
<td valign="top" align="left">Large-scale and commercial: using large motorized vessels requiring large sums to maintain and higher technology gear such as acoustic sounders, GPS, aircraft</td>
<td valign="top" align="left">Domestically, within neighboring countries&#x2019; EEZs, and/or on high seas</td>
<td valign="top" align="left">International, regional</td>
<td valign="top" align="left">Threadfin breams, jacks/pompanos, drums/croakers, lizardfishes, mollusks</td>
<td valign="top" align="left">Lobster, offshore grouper and snapper</td>
</tr>
<tr>
<td valign="top" align="left">Artisanal</td>
<td valign="top" align="left">Small-scale and commercial: using smaller vessels and low-technology gear such as hand lines, gillnets, weirs, traps, cyanide</td>
<td valign="top" align="left">Domestically, limited to &#x201C;inshore fishing area&#x201D; (coastal area to a maximum of 50 km from coast or to 200 m water depth)</td>
<td valign="top" align="left">International, regional, local</td>
<td valign="top" align="left">Jacks/pompanos, mollusks, drums/croakers, lizardfishes, threadfin breams</td>
<td valign="top" align="left">Lobster, live reef food fish, chilled/frozen fish, aquarium trade, beche-de-mer, octopus</td>
</tr>
<tr>
<td valign="top" align="left">Subsistence</td>
<td valign="top" align="left">Small-scale and non-commercial: for consumption by one&#x2019;s family or local community by non-commercial fishers; also includes catch of artisanal boats that is given away to the crews&#x2019; families or the local community</td>
<td valign="top" align="left">Inshore fishing area</td>
<td valign="top" align="left">None (household or village consumption)</td>
<td valign="top" align="left">Jacks/pompanos, lizardfishes, drums/croakers, threadfin breams, porgies and seabreams</td>
<td valign="top" align="left">Variety of lower-value fish and invertebrate species</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<attrib><italic>Archetypes, scale and gear, and spatial extent adapted from fisheries categorizations developed by Sea Around Us Project (<ext-link ext-link-type="uri" xlink:href="http://www.seaaroundus.org/catch-reconstruction-and-allocation-methods/">www.seaaroundus.org/catch-reconstruction-and-allocation-methods/</ext-link>; <xref ref-type="bibr" rid="B79">Pauly and Zeller, 2015</xref>).</italic></attrib>
</table-wrap-foot>
</table-wrap>
<p>Voluntary private sector commitments include an array of corporate social responsibility policies which private sector actors develop and institute into business practices (<xref ref-type="bibr" rid="B25">CEA, 2014</xref>; <xref ref-type="bibr" rid="B57">Kittinger et al., 2021</xref>). For voluntary approaches, sustainability is driven by voluntary commitments from buyers (e.g., grocery chains, hotels, and restaurants), processors, or sellers, with the intent of generating demand signals for sustainable seafood in the supply chain. Key examples include sourcing commitments and associated policy requirements, and requirements for traceability and transparency systems to ensure sustainability throughout the supply chain (<xref ref-type="table" rid="T1">Table 1</xref>). Among the most important elements of these approaches are the seafood certification and ratings systems, which have significant recognition among market actors (<xref ref-type="bibr" rid="B34">Certification and Ratings Collaboration, 2020</xref>). Certification and ratings systems are supported by their associated standards and verification systems and communicated to consumers and buyers via ecolabels and branding. Verification is often supported by catch documentation and traceability programs that include records of production and product movement throughout the chain of custody, with associated auditing and oversight platforms. Certification is often achieved via fishery improvement projects (collaborative initiatives that include stakeholders throughout a fishery&#x2019;s supply chain and often involve support from government and environmental non-governmental organizations) that help to address sustainability and fishery data shortcomings (<xref ref-type="bibr" rid="B32">Conservation Alliance for Seafood Solutions, 2021</xref>). Certification and ratings systems have widespread adoption among businesses, particularly in developed countries (<xref ref-type="bibr" rid="B25">CEA, 2014</xref>; <xref ref-type="bibr" rid="B91">Roheim et al., 2018</xref>). Seafood ratings guides are also utilized by retailers including grocery and restaurant chains to meet their seafood sustainability commitments (<xref ref-type="bibr" rid="B100">Seafood Watch, 2020</xref>). Consumer education campaigns and programs are also often employed to elevate demand for sustainability in the marketplace and include regional sustainable seafood guides (initially geared toward consumers in North America, Europe, and Australia but expanding to consumers in Asia and several developing reef-adjacent nations) and supermarket sustainability rankings (<xref ref-type="bibr" rid="B34">Certification and Ratings Collaboration, 2020</xref>).</p>
<p>Voluntary private sector commitments were originally designed for commodity seafood (i.e., seafood from single-species industrialized fisheries or industrialized aquaculture sectors) and have been adopted primarily by large-scale seafood buyers in developed countries. In more developed nations, these schemes have resulted in greater interest in sustainability being transmitted throughout the supply chain, from food manufacturers, retailers, restaurants, and consumers (<xref ref-type="bibr" rid="B48">Gutierrez et al., 2016</xref>; <xref ref-type="bibr" rid="B92">Ross Strategic et al., 2020</xref>). However, it is uncertain to what degree these approaches have translated into meaningful progress toward sustainability within the global fisheries sector: the majority of seafood remains uncertified, most participating fisheries have been certified for less than five years, and independent verification of sustainability improvements for fisheries that have been certified or are in the process of certification are scarce (<xref ref-type="bibr" rid="B14">Blackmore et al., 2015</xref>; <xref ref-type="bibr" rid="B34">Certification and Ratings Collaboration, 2020</xref>). Although it has been difficult to quantify the ecological gains resulting from market-based approaches in general (<xref ref-type="bibr" rid="B92">Ross Strategic et al., 2020</xref>), there is evidence that certification, ratings, and improvement programs have resulted in tangible sustainability benefits (<xref ref-type="bibr" rid="B14">Blackmore et al., 2015</xref>; <xref ref-type="bibr" rid="B22">Carlson and Palmer, 2016</xref>; <xref ref-type="bibr" rid="B20">Cannon et al., 2018</xref>).</p>
<p>Another key category of market-based interventions includes a broad set of capacity building efforts focused on empowering reef stakeholders. These efforts aim to increase sustainability by improving fisher livelihoods, as insufficient fisher income can be a catalyst for engaging in unsustainable fishing practices (<xref ref-type="bibr" rid="B87">Purcell et al., 2016</xref>; <xref ref-type="bibr" rid="B33">Conservation International, 2019</xref>). This category includes three types of activities that empower fishers to more directly engage in markets to enable higher incomes from fishing and disincentivize unsustainable fishing practices: (1) providing fishers with real-time information on the market value of their catch, (2) training communities in improved post-harvesting seafood processing methods, and (3) forming fishers associations/cooperatives (<xref ref-type="table" rid="T1">Table 1</xref>; <xref ref-type="bibr" rid="B7">Bell et al., 2018</xref>).</p>
</sec>
<sec id="S1.SS2">
<title>Coral Reef Fisheries</title>
<p>Most coral reef fisheries are small-scale: they typically involve simple harvesting practices and gear, supply small local and/or informal markets or direct subsistence, and operate in remote locations distant from international markets (<xref ref-type="bibr" rid="B105">Teh et al., 2013</xref>; <xref ref-type="bibr" rid="B61">Leenhardt et al., 2016</xref>). As most coral reefs are located along the coastlines of developing countries with low fisheries management capacity, coral reef fisheries are generally unmanaged or undermanaged, and most are unassessed (i.e., no catch or effort data exist; <xref ref-type="bibr" rid="B80">Pauly and Zeller, 2014</xref>; <xref ref-type="bibr" rid="B41">Friedlander, 2015</xref>). These fisheries are complex, with the majority targeting multiple species and individual fishers utilizing various gear types and engaging in multiple fisheries sectors.</p>
<p>Following a previous convention developed for fisheries in general (<xref ref-type="bibr" rid="B79">Pauly and Zeller, 2015</xref>), we segregate reef fisheries sectors into three general archetypes: industrial, artisanal, and subsistence (<xref ref-type="table" rid="T1">Table 1</xref>). Although debates exist about the precise delineation of these fisheries archetypes, the classification scheme we utilize here defines industrial reef fisheries as large-scale and commercial, requiring high investment in larger vessels and higher technology gear, and targeting high-value species in high volumes for export. We define artisanal reef fisheries as small-scale and commercial, employing smaller vessels and lower technology gear, and including high- to moderate-value species for export or domestic markets. Most commercial coral reef fisheries are artisanal and supply the live reef food fish, chilled/frozen fish, and aquarium trades (<xref ref-type="bibr" rid="B112">Wabnitz et al., 2003</xref>; <xref ref-type="bibr" rid="B96">Sadovy de Mitcheson and Yin, 2015</xref>). Artisanal fisheries also supply local and regional restaurants, hotels, grocery stores, and fish markets, with higher value fishes typically consumed by tourists (<xref ref-type="bibr" rid="B11">Bevilacqua et al., 2019</xref>). However, most coral reef fisheries are likely non-commercial or subsistence and include lower value fishes whose consumption is restricted to a household or village. The non-commercial nature of subsistence fishing means that catch is largely unreported but may comprise up to 80% of total coastal fisheries production in some countries (<xref ref-type="bibr" rid="B36">Dalzell et al., 1996</xref>; <xref ref-type="bibr" rid="B45">Grafeld et al., 2017</xref>). Underreporting of artisanal fisheries catches destined for domestic markets is widespread as well; these fisheries are largely unmonitored by the governments of developing countries whose limited resources are typically focused on industrial export-oriented fisheries (<xref ref-type="bibr" rid="B97">Sale, 2008</xref>).</p>
<p>Among the diversity of reef fisheries globally, it is widely recognized that export-oriented fisheries face the greatest sustainability challenges. The aquarium trade supports livelihoods in predominantly rural and low-income communities and provides high value products primarily to consumers in the developed world. It could therefore provide strong economic incentive for communities to conserve coral reef ecosystems. However, damaging fishing techniques, over-harvesting, and high mortality levels of reef organisms from inadequate handling and transport remain significant barriers to sustainability (<xref ref-type="bibr" rid="B112">Wabnitz et al., 2003</xref>). The live reef food fish (LRFF) trade is particularly unsustainable: it targets long-lived and large-bodied fishes that are easy to overexploit and can take generations to recover. Further, it is largely unregulated, demand-driven, and geographically broad and therefore untethered from local supply, and it incentivizes overexploitation because the value of a species increases with rarity (<xref ref-type="bibr" rid="B95">Sadovy and Vincent, 2002</xref>; <xref ref-type="bibr" rid="B97">Sale, 2008</xref>). The LRFF trade has caused the near extirpation of several of the largest reef fishes such as Napoleon wrasse, bumphead parrotfish, and several groupers (<xref ref-type="bibr" rid="B14">Blackmore et al., 2015</xref>; <xref ref-type="bibr" rid="B96">Sadovy de Mitcheson and Yin, 2015</xref>). The magnitude of trade in chilled and frozen reef fishes is not well known; it is therefore difficult to assess the sustainability status of this fishery. However, because it is targeting many of the same species overexploited by the LRFF trade as well as ecologically important herbivorous fishes, this industry is likely highly unsustainable (<xref ref-type="bibr" rid="B96">Sadovy de Mitcheson and Yin, 2015</xref>). The beche-de-mer trade has resulted in the rapid overfishing of sea cucumber populations on reefs globally, resulting in local extirpations in several locations (<xref ref-type="bibr" rid="B86">Purcell et al., 2013</xref>). Sea cucumbers are easily overexploited due to the ease with which they are caught, their slow reproductive rates, and susceptibility to Allee effects due to their broadcast spawning of gametes (<xref ref-type="bibr" rid="B111">Uthicke et al., 2004</xref>). Supply chains for artisanal and industrial coral reef fisheries are extremely complex and varied, further complicating reform efforts (see <xref ref-type="supplementary-material" rid="DS1">Supporting Information</xref>).</p>
</sec>
<sec id="S1.SS3">
<title>Are Market-Based Approaches Suitable for Coral Reef Fisheries?</title>
<p>To quantify the extent to which coral reef fisheries are entering market channels (and therefore may be amenable to market-based approaches), we compiled catch and landed values of coral reef fish and invertebrate taxa from 1950&#x2013;2014 available from the Sea Around Us Project (SAUP). SAUP provides catch reconstructions based on landings data by taxon and country reported by the Food and Agriculture Organization of the United Nations (FAO) and supplemented with additional data sources and statistical models to improve data accuracy and completeness (<xref ref-type="bibr" rid="B79">Pauly and Zeller, 2015</xref>). From SAUP&#x2019;s online database, we compiled catch and landings values for all taxa that were reported to occur in coral reef environments in at least 25% of observations and for countries that contain coral reef habitat in their EEZs (per <xref ref-type="bibr" rid="B105">Teh et al., 2013</xref>). We compiled data at the finest taxonomic resolution possible, and included statistics at the level of species, genus, or family (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>).</p>
<p>Our analysis shows that commercial coral reef fisheries (i.e., industrial and artisanal) catches have increased dramatically since 1950, and today account for 9% of all marine catch and 13% of landed value of marine catch (<xref ref-type="fig" rid="F1">Figure 1</xref>). This result supports qualitative observations that reef fisheries in developing countries have transformed over the past half-century from primarily a subsistence and social activity to a commercial activity (<xref ref-type="bibr" rid="B96">Sadovy de Mitcheson and Yin, 2015</xref>), due to improvements in transportation technology and storage and higher market value and increasing tourism (<xref ref-type="bibr" rid="B58">Kronen et al., 2006</xref>; <xref ref-type="bibr" rid="B102">Smith and Zeller, 2016</xref>). Therefore, in theory, market-based approaches may be suitable for commercial coral reef fisheries that have access to markets where sustainability is a concern and/or where the application of market-based approaches will result in stakeholder buy-in due to tangible social and/or ecological improvements. However, these figures significantly underestimate subsistence catches on coral reefs, which make up the majority of catch in many parts of the world (<xref ref-type="bibr" rid="B36">Dalzell et al., 1996</xref>; <xref ref-type="bibr" rid="B97">Sale, 2008</xref>). Lastly, these data show that catches on reefs peaked in the 1990s or 2000s and have steadily declined since (<xref ref-type="fig" rid="F1">Figure 1</xref>), a clear indicator of overfishing and confirmation of the need for improved sustainability in these fisheries.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Total catch and landed value of catch for industrial, artisanal, and subsistence coral reef fisheries sectors globally from 1950&#x2013;2014. Data compiled from Sea Around Us Project. <ext-link ext-link-type="uri" xlink:href="http://www.seaaroundus.org">www.seaaroundus.org</ext-link>.</p></caption>
<graphic xlink:href="fmars-08-675274-g001.tif"/>
</fig>
</sec>
</sec>
<sec id="S2">
<title>Potential Market-Based Interventions</title>
<sec id="S2.SS1">
<title>Regulatory Approaches</title>
<p>Due to a general lack of scientific information and fisheries management infrastructure and the high reliance of local communities on reef species for food security, traditional regulatory approaches are typically more difficult to implement and enforce for coral reef fisheries (<xref ref-type="bibr" rid="B93">Sadovy, 2005</xref>; <xref ref-type="bibr" rid="B41">Friedlander, 2015</xref>). As a result, a small subset of regulatory approaches that are relatively simple to follow and enforce are most appropriate for coral reefs (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Typology of market-based interventions most applicable to coral reef fisheries.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"><bold>Pathway</bold></td>
<td valign="top" align="left"><bold>Intervention</bold></td>
<td valign="top" align="left"><bold>Mechanism(s)</bold></td>
<td valign="top" align="left"><bold>Applicable coral reef fishery archetypes</bold></td>
<td valign="top" align="left"><bold>Applicable fisheries traits or types</bold></td>
<td valign="top" align="left"><bold>Benefits</bold></td>
<td valign="top" align="left"><bold>Challenges/limitations</bold></td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Regulatory</td>
<td valign="top" align="left">Trade policies</td>
<td valign="top" align="left">Import/export restrictions or bans, restrictions on commercial sale, tariffs</td>
<td valign="top" align="left">Industrial and artisanal for export</td>
<td valign="top" align="left">Overexploited/highly unsustainable export fisheries such as LRFF and beche-de-mer</td>
<td valign="top" align="left">Does not require strong fisheries management system for exporting or importing country</td>
<td valign="top" align="left">Lack of governmental support in regions where seafood sustainability movement is nascent</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><hr/></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Effort and catch (input and output) controls</td>
<td valign="top" align="left">Access rights: licensing, vessel flagging, permitting, area-based rights (Territorial Use Rights for Fisheries), catch-based rights (catch shares/Individual Transferrable Quotas, cooperative fishing rights)</td>
<td valign="top" align="left">Industrial, artisanal, subsidence for domestic and export</td>
<td valign="top" align="left">Regions with tradition of customary tenure and/or fisheries cooperatives/associations; fisheries engaged in FIPs</td>
<td valign="top" align="left">Have proven effective for non-reef fisheries</td>
<td valign="top" align="left">Requires strong fisheries governance, monitoring, and enforcement, which is lacking for most coral reef regions</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><hr/></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="justify"/>
<td valign="top" align="left">Gear/temporal/geographic restrictions</td>
<td valign="top" align="left">Industrial and artisanal for export</td>
<td valign="top" align="left">Fisheries using damaging gear</td>
<td valign="top" align="left">Relatively more socially acceptable and easier to implement restrictions on damaging or highly efficient gear compared to access and catch restrictions</td>
<td valign="top" align="left">Requires strong fisheries governance, monitoring, and enforcement, which is lacking for most coral reef regions</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><hr/></td>
</tr>
<tr>
<td valign="top" align="left">Voluntary private sector commitments</td>
<td valign="top" align="left">Certification, rating, improvement projects</td>
<td valign="top" align="left">Certification and ratings of fisheries, supply chains, and/or retailers</td>
<td valign="top" align="left">Industrial and artisanal for domestic and export</td>
<td valign="top" align="left">High-value single species export fishery targeting highly fecund/short-lived species (lobsters, mollusks)</td>
<td valign="top" align="left">Increased access to markets, price premiums, enhanced reputation/influence, increased government support/stakeholder participation/fisheries management, monitoring, and enforcement</td>
<td valign="top" align="left">High barriers to entry via direct and indirect costs, demand for sustainable seafood is required, increased market access may increase fishing</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><hr/></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Sourcing commitments and corporate policy</td>
<td valign="top" align="left">Sustainable purchasing commitments from retailers</td>
<td valign="top" align="left">Industrial and artisanal for domestic and export</td>
<td valign="top" align="left">High-value single species export fishery targeting highly fecund/short-lived species (lobsters, mollusks)</td>
<td valign="top" align="left">Retailers can influence consumer behavior by only offering sustainable choices and providing consumer education</td>
<td valign="top" align="left">Little demand for sustainable seafood in developing world - efforts may focus on tourists initially</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><hr/></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="left">Supply chain engagement</td>
<td valign="top" align="left">Traceability, transparency, accountability efforts</td>
<td valign="top" align="left">Industrial and artisanal for domestic and export</td>
<td valign="top" align="left">IUU fish, aquarium trade</td>
<td valign="top" align="left">Reduce IUU fishing, enable certification of chain of custody</td>
<td valign="top" align="left">High costs of implementation, diffuse and complex nature of coral reef fisheries supply chains</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><hr/></td>
</tr>
<tr>
<td valign="top" align="left">Capacity building</td>
<td valign="top" align="left">Market empowerment</td>
<td valign="top" align="left">Provide fishers with market information</td>
<td valign="top" align="left">Industrial and artisanal for domestic and export</td>
<td valign="top" align="left">Beche-de-mer, live reef food fish, lower value species</td>
<td valign="top" align="left">Increase fisher income and livelihood</td>
<td valign="top" align="left">Requires access to technology</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><hr/></td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="justify"/>
<td valign="top" align="left">Community training on improved handling and processing methods</td>
<td valign="top" align="left">industrial and artisanal for domestic and export</td>
<td valign="top" align="left">beche-de-mer, aquarium trade</td>
<td valign="top" align="left">increase food security, reduce waste, increase market access, increase income</td>
<td valign="top" align="left">requires support from public or private sector</td>
</tr>
<tr>
<td valign="top" align="left" colspan="7"><hr/></td>
</tr>
<tr>
<td valign="top" align="left"></td>
<td valign="top" align="justify"/>
<td valign="top" align="left">Formation of fishing associations/cooperatives</td>
<td valign="top" align="left">Industrial and artisanal for domestic and export</td>
<td valign="top" align="left">Beche-de-mer, live reef food fish, lower value species</td>
<td valign="top" align="left">Increase government support/bargaining power/fisher income and livelihood, enable cooperative governance based on local ecological knowledge, enable vertical integration of supply chain</td>
<td valign="top" align="left">May not be appropriate in cultures with strong tradition of patron-client arrangements</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Access rights (such as individual transferable quotas, territorial use rights in fisheries-TURFs, and catch shares) and temporal and geographic restrictions (including marine protected areas) have had positive ecological outcomes with non-reef fisheries but may not be appropriate for most coral reef fisheries because they require strong governance, monitoring, and enforcement. For the same reasons and because many fishers view it as cultural and economic right to fish their local reefs (<xref ref-type="bibr" rid="B17">Brewer, 2011</xref>; <xref ref-type="bibr" rid="B28">Cinner, 2014</xref>; <xref ref-type="bibr" rid="B13">Birkeland, 2017</xref>), catch-based restrictions are difficult to implement for many reef fisheries. In contrast, effort restrictions on highly efficient or damaging gear (including cyanide, dynamite, SCUBA, gillnets, and traps) may be more socially acceptable and relatively easier to implement and enforce (<xref ref-type="bibr" rid="B70">McClanahan and Cinner, 2008</xref>; <xref ref-type="bibr" rid="B17">Brewer, 2011</xref>; <xref ref-type="bibr" rid="B41">Friedlander, 2015</xref>). In places with a recent history of customary governance, traditional approaches such as Customary Marine Tenure, co-management or participatory management, and community based individual transferable quotas may hold promise (<xref ref-type="bibr" rid="B3">Aswani and Sabetian, 2010</xref>; <xref ref-type="bibr" rid="B41">Friedlander, 2015</xref>; <xref ref-type="bibr" rid="B44">Gardner et al., 2017</xref>). For intensive export-oriented coral reef fisheries that have inherently unsustainable elements such as the LRFF, aquarium, and beche-de-mer trades, trade policies such as moratoria on commercial sale, export limits or bans, import bans, and tariffs are most appropriate due to the threatened status of fished species and relatively greater management and governance focus placed on these fisheries (<xref ref-type="bibr" rid="B93">Sadovy, 2005</xref>; <xref ref-type="bibr" rid="B86">Purcell et al., 2013</xref>; <xref ref-type="bibr" rid="B37">Dee et al., 2014</xref>; <xref ref-type="bibr" rid="B88">Ram et al., 2014</xref>). Import and export restrictions that have been implemented for reef species have resulted in recovery of stocks in some cases, depending on length of moratoria, degree of enforcement, and species (<xref ref-type="bibr" rid="B42">Friedman et al., 2011</xref>). Key exporters of live reef food fish and aquarium species in Southeast Asia, Pacific Islands, and Caribbean have recently taken important steps toward reducing take of vulnerable species via bans on commercial fishing and/or export of certain species (<xref ref-type="bibr" rid="B96">Sadovy de Mitcheson and Yin, 2015</xref>). For the aquarium trade, import and export restrictions have shown success when combined with moratoriums on the sale of depleted species, no-take reserves, and tiered quota systems and should be implemented more broadly across this sector (<xref ref-type="bibr" rid="B37">Dee et al., 2014</xref>, see <xref ref-type="supplementary-material" rid="DS1">Supporting Information</xref> for more detail). Government controls on the volume of aquarium specimens exported have also been effective at increasing price points because rarer fish fetch higher prices (<xref ref-type="bibr" rid="B90">Rhyne et al., 2014</xref>). However, because many reef fishers are reliant on fishing for their sole source of income (<xref ref-type="bibr" rid="B28">Cinner, 2014</xref>; <xref ref-type="bibr" rid="B87">Purcell et al., 2016</xref>), the restriction or banning of one fishing activity may result in shifting to fishing unsustainably or illegally on other reef resources (<xref ref-type="bibr" rid="B31">Conand, 2006</xref>; <xref ref-type="bibr" rid="B87">Purcell et al., 2016</xref>).</p>
</sec>
<sec id="S2.SS2">
<title>Voluntary Business Commitments</title>
<sec id="S2.SS2.SSS1">
<title>Certification Schemes</title>
<p>Certification schemes are a primary way in which voluntary business commitments are crafted and adhered to. In a sea of certifications, the Marine Stewardship Council (MSC) is the largest wild-capture fisheries program and has the most widely recognized associated ecolabel. Several conditions make it challenging to apply MSC certification to small-scale fisheries in general and coral reef fisheries in particular. First, the theory of change behind MSC certification is that demand for sustainable seafood will incentivize supply of sustainable product, and vice versa (<xref ref-type="bibr" rid="B68">Marine Stewardship Council, 2020</xref>), with demand typically driven by voluntary commitments to MSC by large seafood buyers. However, the limited capacity for seafood production from coral reefs prohibits the sustainable harvest of most reef species for international markets (<xref ref-type="bibr" rid="B13">Birkeland, 2017</xref>). These ecological constraints mean that suppliers cannot offer sufficient volumes of certified product to generate demand, as consistent and high product volumes are required to maintain brand and image (<xref ref-type="bibr" rid="B93">Sadovy, 2005</xref>; <xref ref-type="bibr" rid="B14">Blackmore et al., 2015</xref>). Second, coral reef fisheries catches are typically irregular and unpredictable in terms of quantity, quality, and species, restricting their access to export markets and international retailers (<xref ref-type="bibr" rid="B22">Carlson and Palmer, 2016</xref>). Third, MSC certification requires a determination that fishing is occurring at sustainable levels, that environmental impacts are minimized, and that fisheries are effectively managed. However, the dearth of scientific information, open access nature, and weak management structures associated with most coral reef fisheries make it difficult to meet these standards (<xref ref-type="bibr" rid="B115">Washington and Ababouch, 2011</xref>; <xref ref-type="bibr" rid="B21">Cano Chacon, 2013</xref>). Fourth, the majority of seafood produced in developing countries in general and coral reefs in particular is for local consumption, with exported fish often sent to markets where demand for eco-labeled products is relatively low, such as Asia (<xref ref-type="bibr" rid="B107">Tindall, 2009</xref>; <xref ref-type="bibr" rid="B22">Carlson and Palmer, 2016</xref>). Fifth, MSC certification requires a significant financial investment (to cover fees associated with fisheries pre-assessment/assessment/surveillance audits, certification of chain of custody, and licensing fees for using the MSC logo) that is prohibitively large for most coral reef fisheries. Finally, the diffuse and complex nature of most coral reef fishery supply chains complicates efforts to certify the entire chain of custody.</p>
<p>Despite these challenges, 17% of fisheries certified by MSC are classified as small-scale (<xref ref-type="bibr" rid="B2">Arton et al., 2020</xref>), signifying that this may be a viable pathway for a select group of coral reef fisheries. An analysis of the coral reef fisheries that have been certified by MSC provides insight into the general characteristics of reef fisheries that are amenable to this approach (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>). All three MSC certified reef fisheries are single-species fisheries for lobster, a high-value, highly fecund invertebrate primarily destined for export to developed nations, for domestic consumption within a developed nation, or for tourists visiting from developed nations. One of these fisheries, for Western Australia rock lobster, was the first fishery to be certified by <xref ref-type="bibr" rid="B66">Marine Stewardship Council (2009)</xref>. The other two fisheries, Caribbean spiny lobster in Mexico and the Bahamas, have been certified for a short period, with the former certified for five years before withdrawing from the MSC program due to lack of funds to finance annual audits and the latter certified since 2018. None of these fisheries have realized a price premium from certification&#x2014;the Western Australia rock lobster fishery primarily reaches the Asian market which traditionally does not place a premium on sustainability, and the Mexican and Bahamian spiny lobster fisheries have not had their chain of custody certified or had MSC logos placed on their products due the additional cost associated with its use (<xref ref-type="bibr" rid="B9">Bellchambers et al., 2016</xref>; <xref ref-type="bibr" rid="B81">P&#x00E9;rez-Ram&#x00ED;rez et al., 2016</xref>). However, certification of Bahamian spiny lobster ensured continued access to the United States market (<xref ref-type="bibr" rid="B108">Travaille et al., 2019</xref>) and certification of the Western Australia rock lobster did help the fishery access European markets and reduced European Union tariffs on Australian seafood (<xref ref-type="bibr" rid="B82">Phillips et al., 2003</xref>; <xref ref-type="bibr" rid="B66">Marine Stewardship Council, 2009</xref>). There have been several non-monetary benefits to each of these reef fisheries from certification, however, including improved scientific understanding and management of the fisheries, identification of specific actions for improved sustainability, greater coordination and participation of stakeholders in the fisheries management process, and increased governmental support to communities. These benefits have also been reported from small-scale fisheries in developing nations that occur in non-reef habitats (<xref ref-type="bibr" rid="B63">Lopuch, 2008</xref>; <xref ref-type="bibr" rid="B21">Cano Chacon, 2013</xref>; <xref ref-type="bibr" rid="B9">Bellchambers et al., 2016</xref>; <xref ref-type="bibr" rid="B22">Carlson and Palmer, 2016</xref>). Certification and pre-certification could help guide local and national fisheries policies, as these processes require adequate monitoring and enforcement efforts (<xref ref-type="bibr" rid="B47">Gulbrandsen, 2009</xref>). Despite these non-monetary benefits, the high cost of certification and continued evaluation and meeting of conditions required for re-certification likely precludes low-value coral reef fisheries from entering into the MSC system. However, local certification schemes hold promise: programs developed in Colombia, Costa Rica, and Ecuador for reef seafood sold domestically in high-end restaurants have resulted in improved fishery practices and increased fisher revenue (<xref ref-type="bibr" rid="B23">Castrej&#x00F3;n and Charles, 2013</xref>, <xref ref-type="bibr" rid="B24">2020</xref>; <xref ref-type="bibr" rid="B16">Blue Solutions, 2018</xref>; <xref ref-type="bibr" rid="B33">Conservation International, 2019</xref>).</p>
<p>Analysis of the coral reef fisheries currently engaged in fishery improvement projects (FIPs) suggests that additional high-value export species may also be amenable to certification or alternative forms of sustainable branding. These include fisheries for high-value species (lobster, octopus, and snapper and grouper) that are primarily for export to North America and European markets (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>). Except for the snapper and grouper fisheries, fisheries engaged in FIPs target 1&#x2013;2 species with highly selective gear. Reef fisheries have experienced varying levels of progress since the start of FIPs, with several experiencing improved fisheries data collection and monitoring but experiencing little progress with management and enforcement, and a smaller number making improvements with collection, monitoring, and management at a level likely to enable MSC-certification in the near future. Although the initial health of the stock, life history traits of targeted species, degree of sustainability engagement of export markets play a large role in the pace and extent of progress toward sustainability, the biggest predictor of the rate of progress in FIPs appears to be government support and engagement (<xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>; <xref ref-type="bibr" rid="B26">CEA, 2020a</xref>). For example, the grouper and snapper fisheries face significant obstacles to sustainability because they target hundreds of species and have weak fisheries governance frameworks and management capacity. Nevertheless, each of these fisheries has reported notable progress in scientific data collection, stakeholder participation, development of management structures and processes, and fisher awareness of sustainability issues from engagement in FIPs (<xref ref-type="bibr" rid="B40">Fishery Progress, 2020</xref>). Therefore, while export-oriented reef fisheries may be amenable to formal certification, the remainder of reef fisheries will likely not progress beyond FIPs. Given that single-species, high-value coral reef invertebrate fisheries for export appear to be the lower-hanging fruit for successful implementation of certification and ecolabeling schemes, beche-de-mer fisheries could be additional candidates for these efforts (<xref ref-type="bibr" rid="B98">Sampson et al., 2015</xref>; <xref ref-type="bibr" rid="B81">P&#x00E9;rez-Ram&#x00ED;rez et al., 2016</xref>).</p>
<p>Recent developments have increased the potential for additional coral reef seafood to become certified. MSC has created a &#x201C;Developing World Fisheries Program&#x201D; with guidelines for the assessment of fisheries in these countries, using local and traditional information, knowledge, and management systems, as well as a risk-based framework to qualitatively assess these data-deficient fisheries (<xref ref-type="bibr" rid="B83">Ponte, 2008</xref>). However, the viability of certification schemes for coral reef fisheries will hinge on the degree of community participation. Participation can be increased via engaging in formal community training programs to raise awareness of certification schemes, developing community-based fisheries data collection and training of local independent accessors, and circulation of certification reports to local stakeholders in native and non-technical language (<xref ref-type="bibr" rid="B21">Cano Chacon, 2013</xref>; <xref ref-type="bibr" rid="B22">Carlson and Palmer, 2016</xref>). Community data collection efforts could be assisted greatly with the use of recently developed technology including smartphone apps (see section &#x201C;Capacity Building&#x201D;). To reduce the high barrier to entry for certification schemes, fees can be reduced via support from NGOs or governments and/or creation of a special funding mechanism promoted and managed by certification bodies to which third parties may optionally contribute (<xref ref-type="bibr" rid="B103">Stratoudakis et al., 2016</xref>). Lastly, although major coral reef seafood markets in Asia are still in the early stages of engagement in the sustainable seafood movement, the increasing recognition of seafood ecolabels in this region suggests that certification schemes may be meaningfully applied to some reef fisheries in this region (see Supporting Information for examples).</p>
</sec>
<sec id="S2.SS2.SSS2">
<title>Ratings Systems and Consumer Awareness Campaigns</title>
<p>While seafood sustainability ratings systems have gained widespread recognition in North America and Europe, they are less prevalent in the primary markets for reef seafood, Asia and Latin America. As a result, most ratings systems and consumer awareness campaigns are not focused on reef species. However, regional seafood ratings guides are gaining wider recognition in Asia and Latin America. Sustainable seafood guides currently exist in China, Taiwan, Japan, and Hong Kong (<xref ref-type="bibr" rid="B34">Certification and Ratings Collaboration, 2020</xref>; <xref ref-type="bibr" rid="B62">Lin, 2020</xref>). Several of these schemes rate grocery stores and restaurants in addition to seafood, providing an opportunity for expanding the scope of seafood ratings guides to imported and domestic reef species in Asia. As sustainable seafood purchasing increases with knowledge of sustainability issues (<xref ref-type="bibr" rid="B118">Zou, 2017</xref>; <xref ref-type="bibr" rid="B59">Lawley et al., 2019</xref>), these efforts will have the greatest impact when coupled with consumer awareness campaigns.</p>
</sec>
<sec id="S2.SS2.SSS3">
<title>Buyer Commitments to Sustainable Sourcing</title>
<p>For coral reef fisheries serving domestic markets, especially in more urbanized areas with substantial tourism, and for export-oriented fisheries, sustainability commitments from buyers, including retailers, grocery stores, hotels, and restaurants may result in improved fishing practices. These sustainability commitments often involve specific reference to certification and ratings schemes. The hospitality industry is increasingly partnering with environmental NGOs to increase the sustainability and traceability of their seafood supply chains (which may include a small number of coral reef species at reef-adjacent hotels). Several major hotel chains have committed to seafood sourcing policies that require the procurement of seafood from fisheries that are certified, in fishery improvement/aquaculture improvement projects, or that are rated as sustainable by reputable seafood guides (<xref ref-type="bibr" rid="B26">CEA, 2020a</xref>). These policies have led to hotels directly supporting local fishery improvement projects and have spurred efforts to trace the chain of custody of non-certified local suppliers, theoretically providing an incentive for local reef fisheries to improve their management practices (<xref ref-type="bibr" rid="B26">CEA, 2020a</xref>). However, in locations with overfished reefs such as the Caribbean, seafood served at the high-volume restaurants within international hotel chains are not typically sourced from coral reefs. Sustainability commitments from large hotel chains in this region will therefore likely only include select reef species such as lobsters (<xref ref-type="bibr" rid="B113">Wabnitz, 2019</xref>).</p>
<p>Seafood sustainability commitments from large grocery and restaurant chains are common in developed countries but are generally not utilized in Asia or less developed countries. These commitments mirror those implemented by hotel chains: policies to source seafood from fisheries that have been certified, are in the process of certification, or that are rated as sustainable in seafood rankings systems (<xref ref-type="bibr" rid="B1">Alfnes, 2017</xref>). Although these initiatives have resulted in significant improvements in seafood purchasing practices in several major North American and European seafood retailers, food distributors and contract caterers, the degree to which these policies affect coral reef fisheries is unclear. However, increasing consumer awareness of seafood sustainability in Asia suggests that these initiatives have the potential to disincentivize unsustainable reef fishing for export (<xref ref-type="bibr" rid="B117">Xu et al., 2012</xref>; <xref ref-type="bibr" rid="B51">Hori et al., 2020</xref>). For coral reef seafood sold to domestic markets in developing countries, retailer sustainability commitments are relatively scarce due to a lack of economic incentives. For example, while the business case for seafood sustainability commitments may only exist for large companies with a high public profile and clientele concerned with sustainability (<xref ref-type="bibr" rid="B5">Bailey et al., 2018</xref>), seafood retailers in developing countries are more typically comprised of small, locally owned businesses whose clientele place more importance on price than sustainability concerns (<xref ref-type="bibr" rid="B105">Teh et al., 2013</xref>). Another obstacle to sustainable seafood sourcing in Asia has been the inability to locate and secure adequate supply. However, conservation NGOs are developing tools to assist Asian buyers, wholesalers, and retailers in locating sustainably caught seafood (<xref ref-type="bibr" rid="B60">Lee, 2020</xref>).</p>
<p>For small-scale reef fisheries, sustainability commitments from small-scale retailers may be the most promising path forward. For example, programs in Colombia and Costa Rica reward fisher organizations adhering to sustainable practices with sourcing commitments from high-end restaurants and tourism operators and enhance the reputation of participating retailers via consumer awareness campaigns (<xref ref-type="bibr" rid="B16">Blue Solutions, 2018</xref>; <xref ref-type="bibr" rid="B33">Conservation International, 2019</xref>). The hospitality industry has several points of leverage for improving the sustainability of reef fisheries for sale domestically. First, tourism is essential to the economies of most reef-bearing countries, and tourist demand for reef seafood places additional stress on depleted reef resources (<xref ref-type="bibr" rid="B102">Smith and Zeller, 2016</xref>; <xref ref-type="bibr" rid="B113">Wabnitz, 2019</xref>). Second, reef-bearing countries are increasingly focused on promoting high-end ecotourism, providing an environmentally conscious consumer base whose seafood choices may not be primarily price driven (<xref ref-type="bibr" rid="B113">Wabnitz, 2019</xref>). Third, tourists appear to be highly receptive to seafood recommendations from restaurant staff, suggesting retailers could easily direct consumers toward sustainable seafood choices (<xref ref-type="bibr" rid="B12">Biery, 2011</xref>). Last, tourism-focused sustainable seafood consumption efforts are aligned with national policies of several countries to shift consumption from reef species to more productive pelagic fish stocks as reef resources are continually degraded (<xref ref-type="bibr" rid="B13">Birkeland, 2017</xref>; <xref ref-type="bibr" rid="B89">Republic of Palau, 2019</xref>).</p>
</sec>
<sec id="S2.SS2.SSS4">
<title>Traceability and Transparency Efforts</title>
<p>Voluntary accountability efforts have great potential for reducing illegal, unreported, and unregulated (IUU) fishing in general. However, these efforts could potentially incur high costs of implementation, especially if electronic data systems are required to track seafood products (<xref ref-type="bibr" rid="B4">Bailey et al., 2016</xref>). Therefore, traceability and transparency efforts are most suitable for high-value, export fisheries such as LRFF, aquarium species, and beche-de-mer (<xref ref-type="table" rid="T2">Table 2</xref>). However, to offset the costs associated with these efforts, adequate demand for sustainable seafood must exist. While the Asian markets to which LRFF and beche-de-mer are primarily destined do not currently place a premium on sustainability, there is consumer interest in sustainability for the aquarium trade (<xref ref-type="bibr" rid="B37">Dee et al., 2014</xref>). Therefore, traceability and transparency efforts could be suitable for this industry (but see <xref ref-type="supplementary-material" rid="DS1">Supporting Information</xref>). In addition, recently implemented traceability programs that use smartphone apps to collect reef catch data have increased fisher collaboration and involvement in management, which may in turn empower them to exert greater control over the supply chain and de-incentivize overexploitation (<xref ref-type="bibr" rid="B56">Jeffers et al., 2019</xref>; see section &#x201C;Capacity building&#x201D;).</p>
</sec>
</sec>
<sec id="S2.SS3">
<title>Capacity Building</title>
<sec id="S2.SS3.SSS1">
<title>Enabling Fishers in the Marketplace</title>
<p>Because coral reef fisheries supply chains are often diffuse and complex and predominantly operate in remote locations, reef fishers often lack access to accurate market information. Market information is typically passed down to individual fishermen via the chain of exporters, transport middlemen and local buyers and is modified according to the interests of the actors at each level (<xref ref-type="bibr" rid="B39">Ferse et al., 2014</xref>; <xref ref-type="bibr" rid="B44">Gardner et al., 2017</xref>). As a result, reef fishers without accurate market information fish in response to information given by buyers rather than according to real market demand, leaving them vulnerable to exploitation (<xref ref-type="bibr" rid="B35">Crona and Bodin, 2010</xref>; <xref ref-type="bibr" rid="B88">Ram et al., 2014</xref>; <xref ref-type="bibr" rid="B87">Purcell et al., 2016</xref>). Providing fishers with timely and accurate information on market prices may allow them to adjust to changing market conditions to maximize their income, in theory reducing the economic imperative to overfish (<xref ref-type="bibr" rid="B78">Pauly and Chua, 1988</xref>; <xref ref-type="bibr" rid="B86">Purcell et al., 2013</xref>). As cellular coverage and cell phone usage spreads globally, smartphone apps are being implemented that increase coral reef fisheries data collection, including gathering and reporting catch data (<xref ref-type="bibr" rid="B43">Frost, 2017</xref>; <xref ref-type="bibr" rid="B56">Jeffers et al., 2019</xref>), monitoring illegal, unreported, and unregulated fishing (<xref ref-type="bibr" rid="B38">Environmental Justice Foundation, 2014</xref>; <xref ref-type="bibr" rid="B74">Nisanala et al., 2015</xref>; <xref ref-type="bibr" rid="B27">CEA, 2020b</xref>), and mapping fishing grounds (<xref ref-type="bibr" rid="B77">Paul et al., 2016</xref>). Several smart phone apps have been developed to date, including (1) Abalobi that provides (non-reef) small-scale fisheries in South Africa with a platform for data collection, supply chain traceability, real-time market information, and direct access to purchasers (<xref ref-type="bibr" rid="B110">UNESCO, 2018</xref>), (2) OurFish created by Rare that acts as a fisheries monitoring system and finance management system for reef fisheries in Honduras and Belize<sup><xref ref-type="fn" rid="footnote1">1</xref></sup>, (3) PeskAAS created by WorldFish that acts as a monitoring system for small-scale fisheries in Timor-Leste and could be used as a platform for providing fishers with market information (<xref ref-type="bibr" rid="B106">Tilley et al., 2020</xref>), and (4) PescaData created by COBI which allows small-scale fishers in Mexico to monitor effort and catch, obtain real-time market information, and have direct access to the marketplace<sup><xref ref-type="fn" rid="footnote2">2</xref></sup>. The implementation of smartphone apps for reef fishers in additional geographies could support fishery management and monitoring, empower fishers, and increase fisher livelihoods, ultimately leading to more sustainable practices. However, inequity issues may arise from the use of these apps, as significant barriers (e.g., cost of technology, digital literacy, access to electricity and internet) exist to digital inclusion in lower-income countries.</p>
</sec>
<sec id="S2.SS3.SSS2">
<title>Improved Processing and Storage Methods</title>
<p>Significant value addition occurs for seafood products when appropriate post-harvest handling and processing methods are used, reducing the economic imperative to overfish (<xref ref-type="bibr" rid="B88">Ram et al., 2014</xref>). Community training programs have been implemented for Pacific Islands communities for improving the processing of sea cucumber into beche-de-mer for Asian markets, including the distribution of manuals with detailed instructions for improving appearance, smell, and taste to increase market value (<xref ref-type="bibr" rid="B85">Purcell, 2014</xref>). Training programs to improve handling and processing techniques could be undertaken for additional export-oriented reef fisheries including sea cucumber fisheries in Latin America and coral reef wildlife collected for the aquarium trade throughout Southeast Asia and Pacific Islands (<xref ref-type="bibr" rid="B116">Wood, 2001</xref>; <xref ref-type="bibr" rid="B85">Purcell, 2014</xref>). For reef fisheries serving local markets, training in improved post-harvest seafood processing can decrease wastage and increase food security for reef-adjacent communities. For example, improved processing methods could enable households to store fish for times when conditions are not suitable for fishing, create better opportunities to sell seafood to local domestic markets, increase the amount of fish product available for food, improve quality, sanitation and food safety, and increase market access (<xref ref-type="bibr" rid="B7">Bell et al., 2018</xref>). Because the lack of cold chain storage capabilities is an additional cause of spoilage of catch from reefs, increased access to cold storage technology could increase catch quality and market value. However, increased access to cold chain storage must be coupled with regulatory or voluntary private sector interventions to ensure fishing effort is not expanded (<xref ref-type="bibr" rid="B69">McClanahan, 1987</xref>). Existing promising initiatives include pairing access to cold chain technology with conservation agreements, purchasing contracts with domestic retailers, and sustainable seafood consumer awareness campaigns (<xref ref-type="bibr" rid="B33">Conservation International, 2019</xref>).</p>
</sec>
<sec id="S2.SS3.SSS3">
<title>Formation of Fishing Associations/Cooperatives</title>
<p>Fishing associations and cooperatives create the conditions for market actors to improve coral reef fisheries sustainability in several ways. First, because small-scale fisheries are typically overlooked by governmental authorities, the amplified voice of formal fisheries organizations can provide fishing communities with improved representation in management processes, legal empowerment to enforce management rules, and increased access to governmental support (<xref ref-type="bibr" rid="B9">Bellchambers et al., 2016</xref>; <xref ref-type="bibr" rid="B44">Gardner et al., 2017</xref>). Second, cooperatives are better able to engage with several buyers, conferring greater bargaining ability and higher prices. This ability would be particularly beneficial for fishers in the LRFF trade, where the market for this luxury item is highly unpredictable and where fisher exploitation by buyers is particularly rife (<xref ref-type="bibr" rid="B93">Sadovy, 2005</xref>). Third, in fisheries where patron-client relationships dominate (where the fisher is dependent on a &#x201C;patron&#x201D; for fishing rights, supplies, loans, and/or buying and marketing of catch), the formation of cooperatives could bring together community members with a greater interest in maintaining the health of local marine ecosystems (<xref ref-type="bibr" rid="B10">Berkes et al., 2006</xref>). Transitioning from patron-client to cooperative or community-based arrangements can also de-incentivize illegal and unsustainable fishing that may occur when patrons guarantee purchase of catch irrespective of methods (<xref ref-type="bibr" rid="B6">Basurto et al., 2013</xref>; <xref ref-type="bibr" rid="B44">Gardner et al., 2017</xref>; <xref ref-type="bibr" rid="B75">Nthane et al., 2020</xref>). Finally, cooperative governance structures provide an opportunity for vertical integration of the fishery supply chain, including processing, transportation, and commercialization, conferring greater control and profits to fishers (<xref ref-type="bibr" rid="B6">Basurto et al., 2013</xref>).</p>
</sec>
</sec>
</sec>
<sec id="S3">
<title>Conclusion</title>
<sec id="S3.SS1">
<title>Matching Market Interventions to Coral Reef Fisheries</title>
<p>Our analysis shows that specific market-based interventions have the potential to increase the sustainability of some reef fisheries. However, these interventions are more likely to be successful when matched to the specific characteristics of the fishery, market, and governance systems. For high value, export-oriented reef fisheries destined for markets with lower engagement in seafood sustainability (i.e., Asia), regulatory approaches in the production geography are the most likely to be effective. This includes import and export restrictions, which hold the greatest promise for regulating markets to reduce highly unsustainable and IUU fisheries such as live reef food fish and beche-de-mer. For high-value, export-oriented species destined for markets with a high level of engagement in sustainability, practitioners should look to certification and ratings efforts, fishery improvement projects, and purchasing commitments from buyers, which hold the greatest promise for fisheries for highly fecund invertebrates such as lobsters (and perhaps mollusks such as octopus). For the aquarium trade, which contains high-value products for export to largely engaged markets but with geographically varied, extremely diffuse and complex supply chains, traceability and transparency efforts may hold greater promise than certification and ratings schemes, which have failed in these fisheries in the past (<xref ref-type="supplementary-material" rid="DS1">Supporting Information</xref>). For artisanal fisheries targeting species for domestic or regional consumption, sustainable purchasing commitments from retailers, consumer awareness campaigns, and local certification and ratings schemes may help shift attitudes toward sustainability and increasing food security for local communities. Finally, fisher empowerment efforts including access to market information, training on improved post-harvest handling and processing, and formation of fisher associations and cooperatives hold promise for increasing fisher incomes, reducing wasteful catch, increasing food security, and de-incentivizing unsustainable practices.</p>
<p>While certification may only be economically viable for a select group of coral reef fisheries, engagement in the pre-certification process (i.e., via FIPs) may nevertheless increase the long-term sustainability for &#x201C;uncertifiable&#x201D; coral reef fisheries. FIPs utilize market incentives to drive the development of fisheries management plans, harvest control rules, scientific information on stock status, and governmental support in terms of enforcement and development of fishery policies. These improvements are correlated with positive sustainability outcomes for fisheries in general (<xref ref-type="bibr" rid="B20">Cannon et al., 2018</xref>; <xref ref-type="bibr" rid="B26">CEA, 2020a</xref>), and could be a powerful catalyst for increasing small-scale coral reef fisheries management capacity in developing countries.</p>
<p>Despite the potential of market-based interventions, specific approaches must be carefully tailored to the ecological and social contexts of these systems. For reef species where certification and FIPs may be viable, several measures must be implemented to promote meaningful improvements to sustainability. These include considerations of ecosystem effects of the fishery, including selecting appropriate spatial scales so that a specific fishery is managed cohesively in a wider ecologically connected seascape (<xref ref-type="bibr" rid="B57">Kittinger et al., 2021</xref>). These &#x201C;jurisdictional approaches&#x201D; (<xref ref-type="bibr" rid="B57">Kittinger et al., 2021</xref>) could be a solution for markets to source from regions where management systems recognize the tight link between the productivity of reef fish stocks and the ecological integrity of the coastal habitats they utilize at various life stages (coral reefs, seagrasses, and mangroves), and accounting for synergistic effects of fishing and other human stressors, including climate change and pollution (<xref ref-type="bibr" rid="B84">Pratchett et al., 2008</xref>). Other voluntary private sector commitments such as sustainable sourcing policies and sustainability ratings systems can also play a role in catalyzing consumer and governmental support for improving fishing practices on coral reefs. However, due to the inability of most reef species to supply commercial markets in a sustainable manner, traditional regulatory approaches must be implemented in tandem with private sector initiatives and capacity building approaches to ensure fishing effort is kept within sustainable levels. A robust collaboration between governments, non-governmental organizations, and fishing communities could ensure that the complex social-ecological system of reef fisheries is considered so that livelihoods are improved without increased damage to reef ecosystems (<xref ref-type="bibr" rid="B15">Blasiak et al., 2017</xref>).</p>
</sec>
<sec id="S3.SS2">
<title>Moving Market-Based Interventions Into Reef Conservation</title>
<p>Market-based interventions have been part of the landscape of fisheries conservation initiatives for over a decade. A myriad of tools and resources have been developed to support these efforts, including (for example) guidance on certifications (e.g., <xref ref-type="bibr" rid="B67">Marine Stewardship Council, 2019</xref>), fishery improvement projects (<xref ref-type="bibr" rid="B32">Conservation Alliance for Seafood Solutions, 2021</xref>), marketing of sustainable seafood (<xref ref-type="bibr" rid="B109">UC Santa Barbara, 2014</xref>) and much more. Some of these mechanisms have highly developed indicators and evaluation processes to determine sustainability (e.g., to meet the criteria for certification), while others are more nascent with respect to how they set standards and evaluate impact. Additionally, the theories of change underpinning these approaches can vary both in terms of the intervention (e.g., consumer education versus export regulations) and the specific geography, production mode (i.e., aquaculture versus wild-capture fisheries) and other factors. The diverse set of market-based strategies also continues to evolve, as practitioners, researchers, and advocates continue to meld, shape, and innovate in the field. Last, a growing literature has begun to evaluate the impacts of these initiatives (<xref ref-type="bibr" rid="B25">CEA, 2014</xref>, <xref ref-type="bibr" rid="B26">2020a</xref>,<xref ref-type="bibr" rid="B27">2020b</xref>; <xref ref-type="bibr" rid="B22">Carlson and Palmer, 2016</xref>; <xref ref-type="bibr" rid="B20">Cannon et al., 2018</xref>; <xref ref-type="bibr" rid="B108">Travaille et al., 2019</xref>; <xref ref-type="bibr" rid="B2">Arton et al., 2020</xref>), but it is still a relatively underdeveloped space in terms of science and evidence, which provides ample opportunity for researchers seeking to evaluate these practices and their level of impact on nature and people.</p>
<p>Ultimately, markets will continue to shape coral reef outcomes, driven by increased demand, limited production, and the shifting ways in which communities, reefs, and economies interact. Given the pervasive influence these economic activities continue to have on reefs, our analysis shows there is much that may be gained by exploring market-based solutions to confront the coral reef crisis. This will require practitioners and researchers alike to look beyond the reef itself, and to think creatively about &#x201C;off the hook&#x201D; solutions that engage supply chains, market actors, and regulatory solutions that can incentivize sustainable practices in the Anthropocene.</p>
</sec>
<sec id="S3.SS3">
<title>The Inherent Unsustainability of Commercial Coral Reef Fisheries</title>
<p>With few exceptions, coral reefs cannot sustainably support industrial fishing activities, and especially those that flow into high-volume export markets. For this reason, and to ensure food security for local communities, most reef species (except for a select number of highly fecund invertebrate species such as lobsters and mollusks) should be consumed locally. Sustainability appears to be achievable for reef fisheries under select conditions: traditional management approaches have enabled long-term sustainable use of coral reef resources for local consumption (<xref ref-type="bibr" rid="B71">McClenachan and Kittinger, 2012</xref>; <xref ref-type="bibr" rid="B80">Pauly and Zeller, 2014</xref>). However, traditional fishing practices have given way to use of highly efficient modern gear, and village consumption of reef resources is giving way to market-oriented fisheries production (<xref ref-type="bibr" rid="B71">McClenachan and Kittinger, 2012</xref>). A strong case can be made for shifting commercial fishing away from coral reefs altogether and focusing it instead on tropical pelagics, as these species are harder to overfish and recover more quickly when overfished (<xref ref-type="bibr" rid="B13">Birkeland, 2017</xref>). In some Pacific Island nations, governmental policies have encouraged dietary shifts that have driven consumption away from reef fisheries and promoted recovery of fish stocks (<xref ref-type="bibr" rid="B8">Bell et al., 2009</xref>). It is therefore imperative that market-based interventions do not increase fishing effort on reefs, for example by linking additional coral reef fisheries into global markets or creating new markets for fisheries that are already depleted or fully fished (<xref ref-type="bibr" rid="B103">Stratoudakis et al., 2016</xref>). Finally, to allow reef fisheries and reef ecosystems to recover, the current transition away from wild capture coral reef fisheries and toward aquaculture and mariculture of highly fecund, low trophic level species (such as lobsters, beche-de-mer, and ornamental species) must continue (<xref ref-type="bibr" rid="B50">Hair et al., 2002</xref>; <xref ref-type="bibr" rid="B64">Lovatelli et al., 2004</xref>; <xref ref-type="bibr" rid="B8">Bell et al., 2009</xref>).</p>
</sec>
</sec>
<sec id="S4">
<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="S5">
<title>Author Contributions</title>
<p>KC and JK conceptualized study. KC synthesized literature and compiled coral reef fisheries statistics from Sea Around Us Project. KC and JK wrote first draft of the manuscript and contributed significantly to subsequent iterations of manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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 sec-type="disclaimer" id="pudiscl1">
<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>
<fn-group>
<fn fn-type="financial-disclosure">
<p><bold>Funding.</bold> We gratefully acknowledge funding support from the National Science Foundation (Award No. 1923649).</p>
</fn>
</fn-group>
<ack>
<p>We thank to John Claussen, Colette Wabnitz, Elena Finkbeiner, Sara McDonald, Meredith Lopuch, Lydia Teh, Johann Bell, Jennifer Jacquet, Erin Murphy, Miranda Bernard, Gabrielle Lout, and Leah Gerber for sharing their helpful insights.</p>
</ack>
<sec id="S7" 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.2021.675274/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2021.675274/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.docx" id="DS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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<fn-group>
<fn id="footnote1">
<label>1</label>
<p><ext-link ext-link-type="uri" xlink:href="https://rare.org/story/tracing-fish-and-finances/">https://rare.org/story/tracing-fish-and-finances/</ext-link></p></fn>
<fn id="footnote2">
<label>2</label>
<p><ext-link ext-link-type="uri" xlink:href="https://pescadata.org/">https://pescadata.org/</ext-link></p></fn>
</fn-group>
</back>
</article>