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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.2023.1271397</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Systematic Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Marine spatial planning for connectivity and conservation through ecological corridors between marine protected areas and other effective area-based conservation measures</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Podda</surname>
<given-names>Cinzia</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="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1678843"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Porporato</surname>
<given-names>Erika M. D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/564113"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/validation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>IMC, International Marine Centre</institution>, <addr-line>Oristano</addr-line>, <country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>NBFC, National Biodiversity Future Center</institution>, <addr-line>Palermo</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Miriam Von Thenen, Leibniz Institute for Baltic Sea Research (LG), Germany</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Chiara Paoli, University of Genoa, Italy; Marcus Geoffrey Haward, University of Tasmania, Australia</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Cinzia Podda, <email xlink:href="mailto:c.podda@fondazioneimc.it">c.podda@fondazioneimc.it</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>05</day>
<month>10</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1271397</elocation-id>
<history>
<date date-type="received">
<day>02</day>
<month>08</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>20</day>
<month>09</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Podda and Porporato</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Podda and Porporato</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>Maritime Spatial Planning (MSP) promotes the sustainable human activities development and uses in the marine space, playing a role in their effective management. The enhancement of connectivity is crucial for the conservation of biodiversity and landscape planning. Ecological Corridors (ECs) are an important type of connectivity for biodiversity conservation in fragmented habitats. The EU Biodiversity Strategy 2030 includes ECs into the network of protected areas and allows for the creation of additional protected areas. MSP studies considering ECs remain still lacking, especially for the design of networks between Marine Protected Areas (MPAs) and Other Effective area-based Conservation Measures (OECMs). In this paper, knowledge, and tools for investigating marine ECs were reviewed, with a systematic bibliometric analysis to summarize the current scientific research. Previous studies integrating ecological connectivity into planning for marine conservation have focused on models of larval dispersal, adult movements, and dispersal of single species by using benthic habitat proxies. Few studies were found on ECs in marine environments: in the coral Caribbean reef systems in the Gulf of Mexico; within benthic habitats along the Pacific coast of Canada; between MPAs in British Columbia (Canada); and by analyzing migratory species in the Yangtze estuary (China). Commonly used approaches to project and map ECs in marine environments are least-cost and circuit theories allowing to incorporate movement with cost or resistance to movement, depending on species and preferred habitats. The systematic bibliometric analysis returned 25 studies, most of which were from North America (40%) and European countries (36%) and the largest share of papers (68%) from 2018 to 2022. This review pinpointed the need of integrating different disciplines to investigate connectivity and the need by policymakers and practitioners to recognize the importance of ecological connectivity, even there are significant challenges for integrating connectivity into policies, planning, and conservation.</p>
</abstract>
<kwd-group>
<kwd>ecological corridors</kwd>
<kwd>connectivity</kwd>
<kwd>maritime spatial planning</kwd>
<kwd>marine protected areas</kwd>
<kwd>other effective area-based conservation measures</kwd>
<kwd>conservation</kwd>
</kwd-group>
<contract-sponsor id="cn001">Ministero dell'Universit&#xe0; e della Ricerca<named-content content-type="fundref-id">10.13039/501100021856</named-content>
</contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="162"/>
<page-count count="10"/>
<word-count count="4076"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Conservation and Sustainability</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Maritime Spatial Planning (MSP) is a strategy defined by the EU Directive 2014/89/EU as an integrative public process that establish a framework whereby authorities in relevant Member States allocate human activity in maritime space. MSP goals include fostering the long-term expansion of the maritime economy, the development of marine regions, and the exploitation of marine resources by integrating ecological, economic, and social objectives (<italic>e.g</italic>.: <xref ref-type="bibr" rid="B62">Gilliland and Laffoley, 2008</xref>; <xref ref-type="bibr" rid="B71">Halpern et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B146">Stelzenm&#xfc;ller et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B114">Micheli et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B94">Kelly et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B69">Halpern et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B43">Da Luz Fernandes et&#xa0;al., 2018</xref>). MSP outcomes can result in plans, permits, strategies, planning concepts, guidelines, governance principles, and other administrative decisions about the spatio-temporal allocation of present and future human activities and uses in maritime space (<uri xlink:href="https://maritime-spatial-planning.ec.europa.eu/msp-eu/introduction-msp">https://maritime-spatial-planning.ec.europa.eu/msp-eu/introduction-msp</uri>
<xref ref-type="fn" rid="fn1">
<sup>1</sup>
</xref>). Furthermore, MSP promotes the reduction of conflicts and the creation of synergies and cooperation between sectors and EU countries, and the creation of protected area networks to safeguard and maintain the environment by recognizing the effects and opportunities for space utilization, raising stakeholder awareness (<uri xlink:href="https://maritime-spatial-planning.ec.europa.eu/msp-eu/introduction-msp1">https://maritime-spatial-planning.ec.europa.eu/msp-eu/introduction-msp1</uri>). MSP necessitates spatial information regarding marine resources, biodiversity, habitat, ecosystems, and human activities to effectively manage them (<xref ref-type="bibr" rid="B12">Ban et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B43">Da Luz Fernandes et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B107">Margules and Pressey, 2000</xref>; <xref ref-type="bibr" rid="B130">Pressey et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B118">Mu&#xf1;oz et&#xa0;al., 2017</xref>).</p>
<p>In this context, the protection and enhancement of natural connectivity is a challenging topic for biodiversity conservation and landscape planning (<xref ref-type="bibr" rid="B48">Ersoy et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B52">Fang et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B125">Pereira, 2018</xref>; <xref ref-type="bibr" rid="B67">Guzm&#xe1;n-Col&#xf3;n et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B153">Tulloch et&#xa0;al., 2021</xref>). Despite its ecological importance, connectivity in marine environments is challenging to assess due to limited data and the fact that it encompasses several ecological processes such as dispersal (by larvae, juveniles, and adults), oceanographic conditions, ontogenetic shifts, migration, nutrient flow, invasive species, anthropogenic impacts, or diseases (<xref ref-type="bibr" rid="B61">Gillanders et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B133">Robinson et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B24">Blowes and Connolly, 2012</xref>; <xref ref-type="bibr" rid="B55">Friesen et&#xa0;al., 2019</xref>).</p>
<p>Conservation in Europe is carried out with regulatory frameworks such as the Birds and Habitats Directives and the Marine Strategy Framework Directive (<xref ref-type="bibr" rid="B100">Leontiou et&#xa0;al., 2022</xref>) resulting in the designation of the Natura 2000 network, which currently covers almost 10% of the entire EU maritime area (more than 3,150 marine Natura 2000 sites, over 550,000 km<sup>2</sup>) (<uri xlink:href="https://ec.europa.eu/">https://ec.europa.eu/</uri>
<xref ref-type="fn" rid="fn2">
<sup>2</sup>
</xref>). In addition, the rate of Marine Protected Areas (MPAs) is increasing worldwide as a response to the UN Convention on Biological Diversity (2004) to effectively protect and conserve at least 10% of marine ecoregions through MPAs that are ecologically representative and well connected. Currently, a total of 18,384 MPAs and 818 Other Effective area-based Conservation Measures (OECMs) exist, covering the 8.26% of the world&#x2019;s oceans, and less than a third of these are adequately connected (<xref ref-type="bibr" rid="B138">Saura et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B154">UNEP-WCMC, 2023</xref>).</p>
<p>Despite the EU&#x2019;s concerted efforts in the identification of conservation zones, biodiversity loss continues at worrying rates (<xref ref-type="bibr" rid="B50">European Commission, 2021</xref>). At the European level, MPAs cover 12% of the seas, and only 1% are strictly protected. In this context, the action plan to foster the protection of EU marine ecosystem and reduce the impact of fishing activities was set through the new EU Biodiversity Strategy for 2030 (<xref ref-type="bibr" rid="B50">European Commission, 2021</xref>). This strategy established as main objective the protection of 30% of the EU seas, of which 10% strictly protected.</p>
<p>MPAs represent an important component for protecting ecosystems and endangered species, as well as for fisheries management, to ease anthropogenic stresses and guarantee the sustainable use of marine resources (<xref ref-type="bibr" rid="B104">Lubchenco et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B103">Lowry et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B70">Halpern et&#xa0;al., 2010</xref>). MPAs can help to reduce biodiversity loss by fostering population persistence, recovery, and expansion, as well as conserving community composition and the biological processes that control those ecosystems (<xref ref-type="bibr" rid="B4">Almany et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B59">Gaines et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B145">Speed et&#xa0;al., 2018</xref>). MPAs contribute significantly to climate change adaptation by improving ecosystem resilience and maintaining ecosystem services (<xref ref-type="bibr" rid="B115">Micheli et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B36">Carr et&#xa0;al., 2017</xref>). However, When MPA classification cannot be extended to key sites or when it is not in the best interests of local governments or landowners, these places can nevertheless be designated as OECMs (<xref ref-type="bibr" rid="B45">Diniz et&#xa0;al., 2022</xref>). An OECM is a geographically defined area, but not a protected area, governed and managed for biodiversity protection and conservation, and associated ecosystem services, as well as, when appropriate, cultural, spiritual, socioeconomic, and other important values (<xref ref-type="bibr" rid="B85">IUCN-WCPA, 2019</xref>). Moreover, OECMs can include a variety of players and governance types (for example, indigenous peoples, local communities, business actors, and governments) (<xref ref-type="bibr" rid="B85">IUCN-WCPA, 2019</xref>). Participation of these stakeholders in area-based conservation efforts is a necessary step toward achieving favorable socioeconomic and conservation outcomes (<xref ref-type="bibr" rid="B109">Maxwell et&#xa0;al., 2020</xref>). The potential role of OECMs in constructing ecologically representative and well-connected networks of MPAs is gaining traction (<xref ref-type="bibr" rid="B161">Woodley et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B144">Spalding et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B26">Borrini-Feyerabend et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B87">Jonas et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B47">Dunn et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B98">Laffoley et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B46">Diz et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B131">Rees et&#xa0;al., 2018</xref>).</p>
<sec id="s1_1">
<label>1.1</label>
<title>The role of ecological corridors in the environmental conservation</title>
<p>Among the most well-known, prioritized, and historically implemented types of connectivity, Ecological Corridors (ECs) represent clearly defined geographical spaces (biological or physical strips), regulated throughout time in order to preserve or restore effective ecological connectivity allowing movement of species and related ecological processes such as energy and gene fluxes and nutrient cycles (<xref ref-type="bibr" rid="B63">Good, 1998</xref>; <xref ref-type="bibr" rid="B20">Benson et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B155">Van der Windt and Swart, 2008</xref>; <xref ref-type="bibr" rid="B123">Palmeri et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B81">Hilty et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B156">Vel&#xe1;zquez et&#xa0;al., 2022</xref>).</p>
<p>According to the EU Biodiversity Strategy for 2030, Member States are called to create ECs between protected sites (<xref ref-type="bibr" rid="B50">European Commission, 2021</xref>). In addition, IUCN Guidelines for Conserving Connectivity through Ecological Networks and Corridors is meant to guide global connectivity conservation efforts to design, govern, and manage for effective ecological connectivity (<xref ref-type="bibr" rid="B81">Hilty et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B162">Zhao et&#xa0;al., 2022</xref>). The EU Biodiversity Strategy asks for ECs to be included in the network of protected areas as a method of creating a cohesive transboundary network of protected areas (<xref ref-type="bibr" rid="B81">Hilty et&#xa0;al., 2020</xref>). Ecologically, ECs play an important role in the reconnecting fragmented ecosystems, regulating climate (<xref ref-type="bibr" rid="B124">Pataki et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B65">Gratani and Varone, 2013</xref>) and water (<xref ref-type="bibr" rid="B39">Cettner et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B119">Nickel et&#xa0;al., 2014</xref>), and providing food (<xref ref-type="bibr" rid="B13">Barthel and Isendahl, 2013</xref>), with the common aim of fostering, protecting and conserving biodiversity, (<xref ref-type="bibr" rid="B80">Hilty et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B91">Kattwinkel et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B96">Klaus, 2013</xref>; <xref ref-type="bibr" rid="B60">Garmendia et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B58">Fung et&#xa0;al., 2017</xref>). From a sociocultural standpoint, ECs connect valuable locations, offer working and leisure areas, and cultivate a sense of place associated with cultural heritage, in addition to being key components in the growth of tourism (<xref ref-type="bibr" rid="B111">McHarg, 1969</xref>; <xref ref-type="bibr" rid="B17">Beger et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B23">Beyer et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B81">Hilty et&#xa0;al., 2020</xref>).</p>
<p>In this context, remains still lacking the volume in MSP scientific research on ECs, and in particular, into the design of networks between MPAs and OECMs, supporting connectivity of marine systems (<xref ref-type="bibr" rid="B10">Balbar and Metaxas, 2019</xref>). MPAs and OECMs as elements for the conservation of the biodiversity may not be enough for addressing threats, such as, for instance, global climate change (<xref ref-type="bibr" rid="B15">Bates et&#xa0;al., 2019</xref>). For this reason, further environmental attributes, such us connectivity through ECs, might be considered to achieve biodiversity protection goals.</p>
<p>The aim of this paper is to review the scientific literature to investigate the current approaches and tools applied for investigating marine ECs between MPAs and OECMs, in an MSP perspective, and to identify gaps and opportunities to improve ecological connectivity between current areas to promote marine ecosystem conservation.</p>
</sec>
</sec>
<sec id="s2">
<label>2</label>
<title>An overview of bibliometric research of previous literature</title>
<p>Literature search was conducted in Scopus<xref ref-type="fn" rid="fn3">
<sup>3</sup>
</xref> and checked in Google Scholar<xref ref-type="fn" rid="fn4">
<sup>4</sup>
</xref> by using the searching terms: &#x201c;ecological connectivity&#x201d;, OR &#x201c;ecological corridor*&#x201d;, OR &#x201c;ecological network&#x201d;, AND &#x201c;marine protected area*, OR &#x201c;Natura 2000&#x201d;, OR &#x201c;Other effective area-based conservation measures&#x201d;, OR &#x201c;OECM*&#x201d;, AND &#x201c;marine&#x201d;, OR &#x201c;ocean&#x201d;, OR &#x201c;coastal water*&#x201d;, OR &#x201c;offshore&#x201d;, OR &#x201c;Mediterranean Sea&#x201d;. Only peer reviewed English language articles were included in the analysis. Abstracts were subsequently examined manually to select only papers that analyzed connectivity in terms of ECs at sea among MPAs and OECMs.</p>
<p>The bibliographic review was completed on April 2023. The search returned a total of 25 studies, excluding duplicates, made up of 24 research articles and 1 review (<xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>). Of these, the largest share (n = 17, 68% of the total) was concentrated in the latest five years (2018-2022), while the first article dates back to 2009. Most articles were produced in North America (USA: 6, Canada: 4; 40%), followed by European countries (9, 36%), and Asian countries (3, 12%), while remaining papers were developed in South America and Oceania (3, 12%).</p>
<p>To highlight the main keywords on which considered papers have been focused, a total of 294 author keywords from the 25 investigated papers were collected and analyzed for their frequency and then plotted in a keyword cloud (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Furthermore, most relevant keywords, found at least in five studies, are summarized in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. Keywords were selected with the aim of collecting information first on global scale and then specifically on a Mediterranean scale to identify the existence of studies on marine ECs at two different scales (global and local). Only few manuscripts, that have been highlighted in this review have dealt with the topic, easily providing overall information covering the global oceanic scale. Because scientific literature on marine ECs is actually scarce, the focus on the Mediterranean would provide new information in anticipation of future studies.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Word cloud of keywords of 25 articles included in the present study.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1271397-g001.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Authors keywords, number of articles in which keywords are included, and proportion of these on the total of considered articles (%).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Author keyword</th>
<th valign="middle" align="center">n&#xb0; articles (% of total)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Marine</td>
<td valign="middle" align="center">18 (72%)</td>
</tr>
<tr>
<td valign="middle" align="center">Conservation</td>
<td valign="middle" align="center">16 (64%)</td>
</tr>
<tr>
<td valign="middle" align="center">Connectivity</td>
<td valign="middle" align="center">16 (64%)</td>
</tr>
<tr>
<td valign="middle" align="center">Network</td>
<td valign="middle" align="center">14 (56%)</td>
</tr>
<tr>
<td valign="middle" align="center">Area</td>
<td valign="middle" align="center">13 (52%)</td>
</tr>
<tr>
<td valign="middle" align="center">Ecological</td>
<td valign="middle" align="center">13 (52%)</td>
</tr>
<tr>
<td valign="middle" align="center">Protected</td>
<td valign="middle" align="center">12 (48%)</td>
</tr>
<tr>
<td valign="middle" align="center">Plannin</td>
<td valign="middle" align="center">10 (40%)</td>
</tr>
<tr>
<td valign="middle" align="center">Spatial</td>
<td valign="middle" align="center">6 (24%)</td>
</tr>
<tr>
<td valign="middle" align="center">Habitat</td>
<td valign="middle" align="center">5 (20%)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3">
<label>3</label>
<title>State of art of ECs connecting MPAs and OECMs: what do we know?</title>
<p>To maximize conservation effectiveness, the upcoming extension of MPAs needs the use of systematic conservation planning methodologies that account for connectivity (<xref ref-type="bibr" rid="B10">Balbar and Metaxas, 2019</xref>; <xref ref-type="bibr" rid="B90">Katsanevakis et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B157">Virtanen et&#xa0;al., 2020</xref>). Previous research has established advanced techniques for incorporating ecological connectivity into the selection of marine conservation priorities (<xref ref-type="bibr" rid="B106">Magris et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B159">Weeks, 2017</xref>; <xref ref-type="bibr" rid="B42">Daigle et&#xa0;al., 2020</xref>).</p>
<p>In contrast to terrestrial systems, where the underlying habitat structure associated with ECs is often rather static, in marine systems ECs are constantly changing due to water movements caused by hydrological and meteorological processes (<xref ref-type="bibr" rid="B74">Hastie et&#xa0;al., 2016</xref>).</p>
<p>Based on the information obtained from the systematic review, we report here on the state of art approaches and methodologies used to study ecological connectivity at sea. In particular, this section describes existing studies focused on the ecological connectivity in terms of larval dispersal, adults&#x2019; movement and migration, the importance of the tridimensional character of the marine environment, and common methodologies.</p>
<sec id="s3_1">
<label>3.1</label>
<title>Larval dispersal</title>
<p>Research to investigate ecological connectivity in marine environments has focused mainly on models of larval dispersal by oceanic currents (<xref ref-type="bibr" rid="B136">Sanvicente-A&#xf1;orve et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B143">Soria et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B149">Thomas Y. et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B132">Roberts et&#xa0;al., 2021</xref>), as a key driver of population connectivity (<xref ref-type="bibr" rid="B152">Treml et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B7">Andrello et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B106">Magris et&#xa0;al., 2016</xref>). Understanding dispersal trends between MPAs and OECMs is difficult since these phenomena are influenced by currents, season, time, and depth, all of which vary by area and species (<xref ref-type="bibr" rid="B95">Kinlan and Gaines, 2003</xref>; <xref ref-type="bibr" rid="B14">Basterretxea et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B139">Sayol et&#xa0;al., 2013</xref>). To deepen connectivity in seawaters by using larval dispersal, it is also important to use oceanographic data when addressing dispersion direction, since they constitute key variables for recruitment estimates (<xref ref-type="bibr" rid="B141">Schunter et&#xa0;al., 2011</xref>). Chemical tags (<xref ref-type="bibr" rid="B84">H&#xfc;ssy et&#xa0;al., 2020</xref>), parentage analysis (<xref ref-type="bibr" rid="B25">Bode et&#xa0;al., 2019</xref>), or individual-based biophysical models are often used to evaluate larval, fragments or organisms&#x2019; dispersion distance in coastal marine ecosystems (<xref ref-type="bibr" rid="B101">Lett et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B108">Mari et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B38">Cecino and Treml, 2021</xref>) providing a spatial representativeness needed for conservation planning more easier than other techniques (<xref ref-type="bibr" rid="B18">Beger et&#xa0;al., 2022</xref>).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Adults&#x2019; movement and migration</title>
<p>In the past ten years, also adults&#x2019; movement has received a novel attention. It is well understood that knowledge on adult-mediated population connection is crucial for understanding the complicated dynamics of connectivity (<xref ref-type="bibr" rid="B57">Frisk et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B129">Pittman et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B32">Bryan-Brown et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B82">Holyoak et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B93">Keeley et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B86">Jetz et&#xa0;al., 2022</xref>). Connectivity analysis combines information about, for example, adult habitat preferences, resistance to mobility within and across habitat types, influence of oceanic currents, density dependency, and interactions between species where species-specific data are available (<xref ref-type="bibr" rid="B135">Rocha et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B61">Gillanders et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B152">Treml et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B9">Baggio et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B34">Caldwell and Gergel, 2013</xref>; <xref ref-type="bibr" rid="B129">Pittman et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B106">Magris et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B2">Allan et&#xa0;al., 2021</xref>). The most interesting species for assessing connectedness are those with modest adult mobility distances since the movement of widely dispersed species may limit the efficacy of conservation interventions (<italic>e.g</italic>.: MPAs) (<xref ref-type="bibr" rid="B116">Moffitt et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B66">Green et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B56">Friesen et&#xa0;al., 2021</xref>). Even if species with low dispersion distances might be confined, for example, within single MPAs (<xref ref-type="bibr" rid="B89">Kaplan et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B36">Carr et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B56">Friesen et&#xa0;al., 2021</xref>).</p>
<p>Furthermore, it was found that narrow coastal channels effectively function as ECs for mobile marine species migration, and earlier research suggests that marine predators may seek these habitats for feeding (<italic>e.g</italic>.: <italic>Tursiops truncatus</italic> and <italic>Phoca vitulina</italic>) (<xref ref-type="bibr" rid="B30">Brown and Mate, 1983</xref>; <xref ref-type="bibr" rid="B151">Thompson et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B147">Suryan and Harvey, 1998</xref>; <xref ref-type="bibr" rid="B75">Hastie et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B160">Wilson et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B74">Hastie et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B97">Krost et&#xa0;al., 2018</xref>). This because narrow coastal channels are characterized by hydrographic features (<italic>e.g</italic>.: current direction and velocity, tide) have been demonstrated to alter nutrient availability and movement, plankton retention, and fish aggregation, as well as potentially give greater feeding chances for predators (<xref ref-type="bibr" rid="B19">Benjamins et&#xa0;al., 2015</xref>).</p>
<p>Technological advancements in microelectronics for telemetry, spatial analytical approaches, and marine remote sensing favor the possibility of filling substantial information gaps in marine animal migrations (<xref ref-type="bibr" rid="B129">Pittman et&#xa0;al., 2014</xref>). In all cases, tagging highly mobile marine organisms with acoustic transmitters is the most successful and widely used approach for studying their movements in time and space (<xref ref-type="bibr" rid="B128">Pittman and McAlpine, 2003</xref>; <xref ref-type="bibr" rid="B78">Heupel et&#xa0;al., 2006</xref>).</p>
<p>In contrast, it is unclear how connectivity patterns, discovered using benthic habitat as a proxy, match with the effective population connectivity of a single species. (<xref ref-type="bibr" rid="B55">Friesen et&#xa0;al., 2019</xref>). By combining landscape characteristics with knowledge about a species&#x2019; capacity for dispersal (<xref ref-type="bibr" rid="B33">Calabrese and Fagan, 2004</xref>) or likelihood of dispersal between patches (<xref ref-type="bibr" rid="B158">Watson et&#xa0;al., 2010</xref>), this potential connectivity provides a more thorough understanding of species-specific connectivity patterns than a habitat proxy approach. However, connectivity is an important component in marine habitats, particularly for benthic species (<xref ref-type="bibr" rid="B35">Carr et&#xa0;al., 2003</xref>). Indeed, several physical drivers such as ocean currents are involved in connectivity (<xref ref-type="bibr" rid="B28">Brock et&#xa0;al., 2012</xref>). Surface currents can help to detect main connections and ECs which should be considered in MSP (<xref ref-type="bibr" rid="B117">Mu&#xf1;oz et&#xa0;al., 2015</xref>) and MPA network design (<xref ref-type="bibr" rid="B140">Schill et&#xa0;al., 2015</xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Tridimensionality of marine environments</title>
<p>Another factor to consider is the tridimensional character of pelagic ecosystems, as well as the fact that most MSP techniques do not take this third vertical dimension into account (<xref ref-type="bibr" rid="B118">Mu&#xf1;oz et&#xa0;al., 2017</xref>). In fact, vertical connectivity can be attributed to physical (upwelling, downwelling, particle settling) or biological mechanisms (migration) (<xref ref-type="bibr" rid="B134">Robinson et&#xa0;al., 2010</xref>). For instance, the upwelling from the thermocline to the photic zone may promote the growth of phytoplankton, a component which is the basis of the pelagic food web (<xref ref-type="bibr" rid="B137">Sarhan et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B64">Granata et&#xa0;al., 2004</xref>). The deposition of particulate organic carbon connects surface primary production to benthic secondary production (<xref ref-type="bibr" rid="B126">Pfannekuche, 1993</xref>). Zooplankton diel vertical migration (DVM) contributes to the biological pump as a driver of carbon fluxes (<xref ref-type="bibr" rid="B77">Hern&#xe1;ndez-Leon et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B121">Ochoa et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B8">Ariza et&#xa0;al., 2015</xref>). Horizontal or vertical connectivity in marine ecosystems is essential for MSP as well as potential risk assessment of marine activities and discharges, however, there is currently a scarcity of knowledge on connection in these ecosystems (<xref ref-type="bibr" rid="B148">Sutton, 2013</xref>; <xref ref-type="bibr" rid="B117">Mu&#xf1;oz et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B118">Mu&#xf1;oz et&#xa0;al., 2017</xref>). Furthermore, in terms of connectivity direction, studies have primarily focused on horizontal or vertical one, but not both at the same time (<xref ref-type="bibr" rid="B148">Sutton, 2013</xref>; <xref ref-type="bibr" rid="B140">Schill et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B118">Mu&#xf1;oz et&#xa0;al., 2017</xref>). MSP and risk assessment necessitate the simultaneous consideration of all types of connectivity (physical, biological, horizontal, and vertical) (<xref ref-type="bibr" rid="B118">Mu&#xf1;oz et&#xa0;al., 2017</xref>).</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>ECs projection and mapping</title>
<p>There are, to the best of our knowledge, relatively few studies about the presence of EC in marine environments and among MPAs, while none including OECMs. Specifically, <xref ref-type="bibr" rid="B122">Ortiz-Lozano et&#xa0;al. (2013)</xref> studied EC across three coral reef systems in the southwest Gulf of Mexico. This study pinpointed that the found heterogeneity at a biogeographical and habitat level represents one of the main criteria to establish MPAs networks (<xref ref-type="bibr" rid="B122">Ortiz-Lozano et&#xa0;al., 2013</xref>). <xref ref-type="bibr" rid="B129">Pittman et&#xa0;al. (2014)</xref> provided direct evidence of ecological connectivity throughout an MPAs network in Caribbean reefs, considering movements of fish populations by using telemetric data. Subsequently, Friesen and coauthors (2019) incorporated connectivity within benthic habitats, as a proxy of adult movement due to the lack of information on population or individual mobility, into MPA planning in a case study conducted on Canada&#x2019;s Pacific coast. In this paper, it was found a low interconnectedness among existing MPAs and the need to increase connectivity by prioritizing spaces that existing MPAs could use as steppingstones. In addition, <xref ref-type="bibr" rid="B56">Friesen et&#xa0;al. (2021)</xref> examined the ecological connectivity between MPAs considering two commercially important species in the Northern Shelf Bioregion in British Columbia (Canada). Lastly, even if not among MPAs, <xref ref-type="bibr" rid="B76">He et al. (2022)</xref> examined the importance of ECs to migratory species in the Yangtze estuary, the largest estuary in China, based on the variance in temporal and spatial density of three top fishery species to identify migratory ECs connecting optimum habitats that may be important in preserving population or community connectivity.</p>
<p>Common methodologies and tools for projecting and mapping ECs in terrestrial conservation planning have been established (<xref ref-type="bibr" rid="B53">Fenu and Pau, 2018</xref>; <xref ref-type="bibr" rid="B102">Liang et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B21">Berg&#xe8;s et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B81">Hilty et&#xa0;al., 2020</xref>). However, to our knowledge, in marine environments only two of these approaches were applied: least-cost theory and circuit theory (<italic>e.g</italic>.: <xref ref-type="bibr" rid="B112">McRae et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B113">McRae and Kavanagh, 2011</xref>; <xref ref-type="bibr" rid="B129">Pittman et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B150">Thomas C. J. et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B56">Friesen et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B159">Weeks, 2017</xref>). The two methods consider costs or resistance to migration based on species or habitat preferences (<xref ref-type="bibr" rid="B112">McRae et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B40">Correa Ayram et&#xa0;al., 2016</xref>). To run the lowest cost path, organisms need to be familiar with the landscape and its costs (<xref ref-type="bibr" rid="B1">Adriaensen et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B110">McClure et&#xa0;al., 2016</xref>). In this regard, least-cost path analysis calculates the single route between two regions with the lowest aggregate cost. On the other hand, circuit theory includes random walk theory similarly to random exploratory individual movements, assuming that organisms have not priori knowledge on the landscape (<xref ref-type="bibr" rid="B112">McRae et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B44">Dickson et&#xa0;al., 2019</xref>). Furthermore, the circuit theory technique examines the probability contributions of all feasible pathways in the landscape, allowing for the assessment of path redundancy and movement bottlenecks (<xref ref-type="bibr" rid="B37">Carroll et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B44">Dickson et&#xa0;al., 2019</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Future perspectives and limitations of ECs connecting marine environments</title>
<p>MSP is one of the most significant processes for determining spatial priorities for the conservation through ecological connectivity (<xref ref-type="bibr" rid="B16">Beger et&#xa0;al., 2010</xref>). It is well understood that connectivity varies in space and time, making measurement and modeling difficult for conservation planning (<xref ref-type="bibr" rid="B51">Fahrig, 2003</xref>). Nevertheless, demographic growth and climate change present new problems and possibilities for incorporating connectivity into ecosystem-supportive planning (<xref ref-type="bibr" rid="B142">Simberloff, 1992</xref>; <xref ref-type="bibr" rid="B49">European Commission, 2015</xref>; <xref ref-type="bibr" rid="B118">Mu&#xf1;oz et&#xa0;al., 2017</xref>). Climate change is also expected to have a considerable influence on marine biological connectivity patterns (<xref ref-type="bibr" rid="B73">Harley et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B7">Andrello et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B31">Bruno et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B56">Friesen et&#xa0;al., 2021</xref>). Data on current and future ocean conditions, and the distribution of the species can be integrated to deepen how hotspots of connectivity as well as MPA networks interconnectedness may change over time (<xref ref-type="bibr" rid="B79">Heyman and Wright, 2011</xref>; <xref ref-type="bibr" rid="B83">Hooker et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B127">Piquer-Rodr&#xed;guez et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B55">Friesen et&#xa0;al., 2019</xref>). Therefore, to integrate all available information on the ecological connectivity into MPAs planning is crucial (<xref ref-type="bibr" rid="B36">Carr et&#xa0;al., 2017</xref>). However, as stated earlier, direct integration of connectivity into MPA network planning is rare (<xref ref-type="bibr" rid="B105">Magris et&#xa0;al., 2014</xref>). To enhance connectivity between existing MPAs, planners should prioritize areas that can serve as steppingstones between existing ones. Connectivity regards the spatial structure of a network of MPAs and the potential capacity of organisms to move within each MPA of the network and in other suitable habitats outside to maintain itself. In some cases, to evaluate connectivity, only habitat inside MPAs have been regarded (<xref ref-type="bibr" rid="B3">Allison et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B88">Jonsson et&#xa0;al., 2020</xref>).</p>
<p>Connectivity can also depend on the movement between habitat patches within an MPA during various life stages (<xref ref-type="bibr" rid="B22">Berkstr&#xf6;m et&#xa0;al., 2022</xref>). Furthermore, connectivity within MPAs is important for species with reduced dispersal ranges and living in fragmented habitats, while connectivity between MPAs and the surrounding area is important for dispersal and genetic exchange between populations for larger areas (<xref ref-type="bibr" rid="B6">Andersson et&#xa0;al., 2008</xref>). Therefore, if any climate refugia exist, locating and protecting them can assist to preserve sensitive ecosystems (<xref ref-type="bibr" rid="B27">Brito-Morales et&#xa0;al., 2018</xref>). In this context, future studies should examine shifts in connectivity patterns in relation to climate change (<xref ref-type="bibr" rid="B105">Magris et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B7">Andrello et&#xa0;al., 2015</xref>). To better understand connectivity patterns of species regarding possible climate change implications, studies should evaluate vulnerability and movements throughout all life stages (<xref ref-type="bibr" rid="B116">Moffitt et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B5">&#xc1;lvarez-Romero et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B56">Friesen et&#xa0;al., 2021</xref>). For instance, it is known that climate change is predicted to modify larval dispersion patterns, whether owing to decreasing planktonic larval duration or larval sensitivity to changing environmental features (<xref ref-type="bibr" rid="B120">O'Connor et&#xa0;al., 2007</xref>).</p>
<p>To our knowledge, there are very few MSP research that include horizontal, vertical, physical, and biological connectivity (<xref ref-type="bibr" rid="B118">Mu&#xf1;oz et&#xa0;al., 2017</xref>). This might be due to the existence of barriers across disciplines (oceanography, biology, and management) as well as the difficulty of developing a sample strategy that allows to study physical and biological connectivity simultaneously (<xref ref-type="bibr" rid="B118">Mu&#xf1;oz et&#xa0;al., 2017</xref>). Typically, benthic habitat data may be the only information available in MSP procedures where data are scarce (<xref ref-type="bibr" rid="B29">Brooks et&#xa0;al., 2004</xref>). Because of limitations of time and resources, conservation planners frequently use limited data to guide their decisions (<xref ref-type="bibr" rid="B11">Ban et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B72">Hansen et&#xa0;al., 2011</xref>). The biology of ecologically significant species (spawning and nursery grounds, reproductive periods, migration patterns) should be deepened to determine potential connectivity and offer a firm foundation for reserve siting, planning, and zoning (<xref ref-type="bibr" rid="B54">Fraschetti et&#xa0;al., 2018</xref>).</p>
<p>Faced with a future of increasing susceptibility to human activities (<xref ref-type="bibr" rid="B68">Halpern et&#xa0;al., 2019</xref>), successful marine biodiversity conservation necessitates a strategic planning approach to identifying places where numerous anthropogenic hazards coexist with ecological components (<xref ref-type="bibr" rid="B71">Halpern et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B41">Crain et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B114">Micheli et&#xa0;al., 2013</xref>).</p>
<p>Investigating connectivity in a managed area is crucial for population management as well as possible pollutant spread derived from human activities (<xref ref-type="bibr" rid="B117">Mu&#xf1;oz et&#xa0;al., 2015</xref>). In this context, currents have a role in connecting coastal managed areas environmentally, but that result administratively disconnected because differently managed by various local governments or nations (<xref ref-type="bibr" rid="B117">Mu&#xf1;oz et&#xa0;al., 2015</xref>). In case good connectivity is found between areas resulting under the jurisdiction of different administrations and countries, MSP requires administrative cooperation in that area as well as connectivity estimation and identification of ECs and the time necessary to cross them (<xref ref-type="bibr" rid="B117">Mu&#xf1;oz et&#xa0;al., 2015</xref>).</p>
<p>Lastly, encouraging is that policymakers and practitioners increasingly recognize the importance of ecological connectivity, even there are significant challenges for integrating connectivity into policies, planning, and conservation (<xref ref-type="bibr" rid="B99">Lausche, 2011</xref>; <xref ref-type="bibr" rid="B92">Keeley et&#xa0;al., 2019</xref>).</p>
</sec>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>CP: conceptualization, data curation, validation, writing &#x2013; original draft. EMDP: conceptualization, supervision, validation, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>The authors declare financial support was received for the research, authorship, and/or publication of this article. Project funded under the National Recovery and Resilience Plan (NRRP), Mission 4 Component 2 Investment 1.4 - Call for tender No. 3138 of 16 December 2021, rectified by Decree n.3175 of 18 December 2021 of Italian Ministry of University and Research funded by the European Union &#x2013; NextGenerationEU. Project code CN_00000033, Concession Decree No. 1034 of 17 June 2022 adopted by the Italian Ministry of University and Research, CUP D33C22000960007, Project title &#x201c;National Biodiversity Future Center - NBFC&#x201d;.</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>
<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.2023.1271397/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2023.1271397/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<fn-group>
<fn id="fn1">
<label>1</label>
<p>
<ext-link ext-link-type="uri" xlink:href="https://maritime-spatial-planning.ec.europa.eu/msp-eu/introduction-msp">https://maritime-spatial-planning.ec.europa.eu/msp-eu/introduction-msp</ext-link>
</p>
</fn>
<fn id="fn2">
<label>2</label>
<p>
<ext-link ext-link-type="uri" xlink:href="https://ec.europa.eu/">https://ec.europa.eu/</ext-link>
</p>
</fn>
<fn id="fn3">
<label>3</label>
<p>
<ext-link ext-link-type="uri" xlink:href="https://www.scopus.com">https://www.scopus.com</ext-link>
</p>
</fn>
<fn id="fn4">
<label>4</label>
<p>
<ext-link ext-link-type="uri" xlink:href="https://scholar.google.com/">https://scholar.google.com/</ext-link>
</p>
</fn>
</fn-group>
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