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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.2023.1248629</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>Importance of life history traits for vulnerability to climate change: implications for macroalgal restoration</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>de Caralt</surname>
<given-names>S&#xf2;nia</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2121768"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Verdura</surname>
<given-names>Jana</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/581377"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Santamar&#xed;a</surname>
<given-names>Jorge</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2361531"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Verg&#xe9;s</surname>
<given-names>Alba</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1205387"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Cebrian</surname>
<given-names>Emma</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/500221"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Institut of Aquatic Ecology (IEA), University of Girona (UdG)</institution>, <addr-line>Girona</addr-line>, <country>Spain</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Universit&#xe9; Cote d&#x2019;Azur, CNRS, ECOSEAS</institution>, <addr-line>Nice</addr-line>, <country>France</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Centre for Advanced Studies of Blanes (CEAB), Spanish National Research Council (CSIC)</institution>, <addr-line>Blanes</addr-line>, <country>Spain</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Ronald Osinga, Wageningen University and Research, Netherlands</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Paul South, Cawthron Institute, New Zealand; Marco Munari, University of Padua, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: S&#xf2;nia de Caralt, <email xlink:href="mailto:sonia.decaralt@udg.edu">sonia.decaralt@udg.edu</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>11</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1248629</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>02</day>
<month>11</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 de Caralt, Verdura, Santamar&#xed;a, Verg&#xe9;s and Cebrian</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>de Caralt, Verdura, Santamar&#xed;a, Verg&#xe9;s and Cebrian</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>Fucalean algae are dominant canopy-forming species that create extensive and highly productive ecosystems in the intertidal and subtidal rocky shores of temperate seas. Regrettably, these marine forests are in decline due to various human drivers, with the Mediterranean Sea one of the most threatened areas. To design appropriate restoration strategies adapted to cope with the unavoidable change in future climate conditions, the response to climate change of the candidate species must be considered. It is important to assess how the specific life history traits of the foundational species may determine environmental requirements, and thus responses to future climate change. This knowledge will allow us to predict the potential winners and losers among the species potentially inhabiting the same areas in a future context of global climate change, providing important information to fine-tune future restoration interventions. The aim of this study was to evaluate the response of two canopy-forming species inhabiting similar upper subtidal zones but with different life history traits to a combination of anomalous high temperatures and increased UV radiation. One of the species (<italic>Ericaria crinita</italic>) was perennial, slightly exposed rocky shores and dwelling in areas where extreme temperatures can be frequent; while the other (<italic>Ericaria mediterranea</italic>) a semi-perennial species that dwells in wave-exposed zones, with seawater temperatures buffered by the high hydrodynamism. Our results show that the effects of temperature and radiation are species- (mediated by the species life history traits) and life-stage specific. High temperatures strongly affected the adults of both species, especially <italic>E. mediterranea</italic>. The germlings in addition to being very susceptible to high temperatures, were also vulnerable to UV radiation, exacerbating the impacts of temperature, especially on <italic>E. crinita</italic> recruits. Interestingly, vulnerability to climate-driven impacts was determined by the specific life history traits, with i) the species dwelling in open areas the most sensitive to warming and, ii) the perennial species the most vulnerable to UV radiation. Last, we discuss how these species-specific responses to climate-driven impacts may be key in terms of species that could foster the resistance and resilience of marine ecosystems to future climate impacts.</p>
</abstract>
<kwd-group>
<kwd>marine restoration</kwd>
<kwd>global impacts</kwd>
<kwd>warming</kwd>
<kwd>UV radiation</kwd>
<kwd>macroalgal forests</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="97"/>
<page-count count="11"/>
<word-count count="5260"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Ecosystem Ecology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Marine macroalgal forests dominated by canopy-forming fucalean algae create extensive, dense and highly productive ecosystems in the intertidal and subtidal rocky shores of temperate and subpolar areas (<xref ref-type="bibr" rid="B41">Feldmann, 1937</xref>; <xref ref-type="bibr" rid="B74">Schiel and Foster, 2006</xref>; <xref ref-type="bibr" rid="B13">Ballesteros et&#xa0;al., 2009</xref>). These macroalgal forests are of great ecological importance in coastal marine ecosystems as they provide numerous ecosystem services such as oxygen production and carbon sequestration (<xref ref-type="bibr" rid="B63">Raven, 2017</xref>), habitat, nursery and refuge provisioning for other marine species, and thus enhancing the biodiversity and complexity of the systems (<xref ref-type="bibr" rid="B81">Steneck et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B86">Thiriet et&#xa0;al., 2016</xref>).</p>
<p>Some of these marine forests are declining on a global scale due to many human-induced perturbations such as pollution and habitat destruction, especially in the Mediterranean Sea (<xref ref-type="bibr" rid="B66">Rodriguez-Prieto and Polo, 1996</xref>; <xref ref-type="bibr" rid="B85">Thibaut et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B6">Arevalo et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B62">Pinedo et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B84">Thibaut et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B34">de Caralt et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B64">Rindi et&#xa0;al., 2020</xref>), but also because of overgrazing and species invasion (<xref ref-type="bibr" rid="B30">Chapman, 1981</xref>; <xref ref-type="bibr" rid="B42">Filbee-Dexter and Scheibling, 2014</xref>; <xref ref-type="bibr" rid="B93">Verg&#xe9;s et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B53">Ling et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B92">Verg&#xe9;s et&#xa0;al., 2016</xref>). Climate change has also recently become a factor leading to the loss of macroalgae forests worldwide (e.g., <xref ref-type="bibr" rid="B79">Smale and Wernberg, 2013</xref>; <xref ref-type="bibr" rid="B4">Andrews et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B17">Bennett et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B97">Xiao et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B91">Verdura et&#xa0;al., 2021</xref>). Regrettably, once lost these forests rarely recover naturally (<xref ref-type="bibr" rid="B31">Coleman et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B71">Sales et&#xa0;al., 2011</xref>). Therefore, significant efforts have been made to develop effective techniques to promote macroalgal forest recovery (see reviews: <xref ref-type="bibr" rid="B96">Wood et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B29">Cebrian et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B37">Eger et&#xa0;al., 2022</xref>), from mitigation of the perturbation to active restoration of populations by enhancing the recruitment of new individuals (e.g. <xref ref-type="bibr" rid="B45">Gianni et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B90">Verdura et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B37">Eger et&#xa0;al., 2022</xref>). However, all initiatives concur that to achieve the greatest chance of success restoration actions should embrace habitat variability and support adaptation to future climate change conditions (<xref ref-type="bibr" rid="B96">Wood et&#xa0;al., 2019</xref>), since restoration success could be strongly compromised by accelerated environmental modifications associated with climate change. To this effect, the environmental drivers that favour the targeted species, together with the specific traits of the species to be restored that will best adapt to future environmental conditions, rank as the main factors contributing to the successful accomplishment of habitat restoration (<xref ref-type="bibr" rid="B16">Bekkby et&#xa0;al., 2020</xref>). Specifically, canopy-forming macroalgae forests are dominated by different foundational species with a wide range of life history traits (e.g. phenology, growth rates, life cycles) and specific environmental requirements (e.g. hydrodynamics, irradiance, temperature) that may translate into different environmental requirements (<xref ref-type="bibr" rid="B32">Coleman and Wernberg, 2017</xref>; <xref ref-type="bibr" rid="B60">Orfanidis et&#xa0;al., 2021</xref>) and potentially contrasting vulnerability to different climate change-derived stressors.</p>
<p>Some recent studies have dealt with how life history traits of macroalgae canopy species, such as vegetative reproduction (<xref ref-type="bibr" rid="B39">Endo et&#xa0;al., 2021</xref>), morphological plasticity (<xref ref-type="bibr" rid="B83">Supratya et&#xa0;al., 2020</xref>) and early life-stage (<xref ref-type="bibr" rid="B26">Capdevila et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B40">Falace et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B55">Monserrat et&#xa0;al., 2022</xref>), determine future responses to warming. Most studies have focused on the impacts of rising temperatures and marine heatwaves (MHW; e.g. <xref ref-type="bibr" rid="B5">Arafeh-Dalmau et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B27">Casado-Amez&#xfa;a et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B82">Straub et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B78">Smale, 2020</xref>; <xref ref-type="bibr" rid="B91">Verdura et&#xa0;al., 2021</xref>), whereas studies on the effects of other climate change-derived impacts, such as increased exposure to ultraviolet light (UV), are still very scarce (<xref ref-type="bibr" rid="B94">Wernberg et&#xa0;al., 2012</xref>).</p>
<p>Response against increasing and anomalous temperatures have been traduced in physiological and phenological alterations (e.g. <xref ref-type="bibr" rid="B19">Bevilacqua et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B67">Rom&#xe1;n et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B91">Verdura et&#xa0;al., 2021</xref>), abundance changes, distribution range shifts, and even local extinctions of foundational macroalgal species (e.g. see review <xref ref-type="bibr" rid="B5">Arafeh-Dalmau et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B82">Straub et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B87">Thomsen et&#xa0;al., 2019</xref>) and thus, impacting the structure and function of the whole ecosystem (<xref ref-type="bibr" rid="B49">Harley et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B75">Schiel and Foster, 2015</xref>; <xref ref-type="bibr" rid="B77">Smale et&#xa0;al., 2019</xref>).</p>
<p>Exposure to UV radiation causes DNA and cellular structure damage, alters the physiology and development of aquatic organisms (especially photosynthetic species) and can even cause their death, altering the diversity of communities and ecosystems (e.g. <xref ref-type="bibr" rid="B38">El-Sayed et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B48">H&#xe4;der et&#xa0;al., 2015</xref>). In this global warming scenario, supralittoral, intertidal and shallow subtidal seaweeds can be severely affected (<xref ref-type="bibr" rid="B48">H&#xe4;der et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B78">Smale, 2020</xref>; <xref ref-type="bibr" rid="B88">Vanhaelewyn et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B91">Verdura et&#xa0;al., 2021</xref>), which is especially worrying in areas like the Mediterranean Sea where the intensity of warming is three times higher than the global average of the oceans, and where a stronger increase in the frequency and intensity of MHWs has been observed (e.g. <xref ref-type="bibr" rid="B35">Diffenbaugh et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B89">Vargas-Yanez et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B44">Garrabou et&#xa0;al., 2022</xref>). Furthermore, in the same area, a decrease in cloudiness is predicted (<xref ref-type="bibr" rid="B72">Sanchez-Lorenzo et&#xa0;al., 2017</xref>) with the consequent increase in UV radiation reaching the surface (<xref ref-type="bibr" rid="B22">Bornman et&#xa0;al., 2011</xref>). In this regard, knowledge of the specific species traits that enhance the resistance of fucalean macroalgae to warming, UV exposure and their combination will be of paramount importance when selecting species for conservation and restoration actions.</p>
<p>The aim of this study was to evaluate the response of two canopy-forming algae species inhabiting same substrate (rocky) and shallow subtidal zones (high irradiance) but subjected to different environmental conditions (e.g. hydrodynamic conditions and temperature) and with different life history traits (e.g. perennial and semi-perennial; <xref ref-type="bibr" rid="B8">Ballesteros, 1988</xref>; <xref ref-type="bibr" rid="B70">Sales and Ballesteros, 2012</xref>), to a combination of anomalous high temperatures and increased UV radiation, by means of laboratory experiments. Indeed, as the different life stages can display different vulnerabilities to the same stressor, with the young stages the most affected (e.g., <xref ref-type="bibr" rid="B57">Nielsen and Nielsen, 2010</xref>; <xref ref-type="bibr" rid="B34">de Caralt et&#xa0;al., 2020</xref>), this study analysed the impact of the aforementioned stressors on adults and germlings of the two species. Knowledge of the specific responses to different impacts will help answer the question as to which species are vulnerable to global change and will be necessary to develop better conservation plans and restoration actions adapted to future climatic scenarios.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Sampling of target species</title>
<p>Mediterranean forests dominated by macroalgae of the order Fucales (Ochrophyta) dwell at different depths between the infralittoral and the first meters of the circalittoral (<xref ref-type="bibr" rid="B24">Boudouresque, 1971</xref>; <xref ref-type="bibr" rid="B25">Boudouresque, 1972</xref>; <xref ref-type="bibr" rid="B8">Ballesteros, 1988</xref>; <xref ref-type="bibr" rid="B9">Ballesteros, 1990a</xref>; <xref ref-type="bibr" rid="B10">Ballesteros, 1990b</xref>; <xref ref-type="bibr" rid="B51">Hereu et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B13">Ballesteros et&#xa0;al., 2009</xref>). <italic>Ericaria crinita</italic> (Duby) Molinari and Guiry (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>) and <italic>Ericaria mediterranea</italic> (Sauvageau) Molinari and Guiry (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>) are two endemic Mediterranean species that can develop highly structured assemblages in the rocky upper infralittoral and sublittoral zones (between 0 and 1&#xa0;m depth approximately) (<xref ref-type="bibr" rid="B11">Ballesteros, 1992</xref>; <xref ref-type="bibr" rid="B12">Ballesteros, 2002</xref>). The two species can be found a few meters apart, although they present contrasting life history traits (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). While <italic>E. crinita</italic> prefers sheltered or semi-exposed rocky shores (<xref ref-type="bibr" rid="B68">Sales and Ballesteros, 2009</xref>; <xref ref-type="bibr" rid="B69">Sales and Ballesteros, 2010</xref>; <xref ref-type="bibr" rid="B70">Sales and Ballesteros, 2012</xref>), <italic>E. mediterranea</italic> dwells in wave-exposed or moderately exposed shores (<xref ref-type="bibr" rid="B23">Boudouresque, 1969</xref>; <xref ref-type="bibr" rid="B8">Ballesteros, 1988</xref>; <xref ref-type="bibr" rid="B46">G&#xf3;mez-Garreta, 2000</xref>). Accordingly, <italic>E. crinita</italic> populations can live in areas where extreme temperatures are frequent, whereas <italic>E. mediterranea</italic> develops in open areas where seawater temperatures are buffered by the high hydrodynamism (<xref ref-type="bibr" rid="B91">Verdura et&#xa0;al., 2021</xref>). Moreover, while <italic>E. crinita</italic> is perennial, keeping its branches throughout the year, <italic>E. mediterranea</italic> is semi-perennial, keeping only the axis throughout the year and losing the branches in autumn, growing back in spring (<xref ref-type="bibr" rid="B8">Ballesteros, 1988</xref>; and see <xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1E</bold>
</xref>, <xref ref-type="fig" rid="f1">
<bold>F</bold>
</xref>). In fact, compared to <italic>E. crinita</italic>, <italic>E. mediterrania</italic> is a fast- growing species and has a higher annual biomass production (<xref ref-type="bibr" rid="B14">Ballesteros et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B70">Sales and Ballesteros, 2012</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Differences in life history traits and environmental context of two canopy-forming species: <italic>Ericaria crinita</italic> <bold>(A)</bold>, <italic>Ericaria mediterranea</italic> <bold>(B)</bold>. <italic>In situ</italic> seawater temperature registered each hour for one year (2018) where a population of <italic>E. crinita</italic> <bold>(C)</bold>, and <italic>E. mediterranea</italic> dwell. <bold>(D)</bold> Mean size (in cm) of the main axis over a year (2018), and total length (considering the longest branches) of the individuals of an <italic>E. crinita</italic> population (perennial species) <bold>(E)</bold> and of an <italic>E. mediterranea</italic> population (semi perennial species) <bold>(F)</bold>. Significant differences among months (p-values from Tukey&#x2019;s test with 95% confidence intervals) are indicated with letters.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1248629-g001.tif"/>
</fig>
<p>To describe the variability on specific characteristics on thallus growth (perennial vs. semi-perennial) and the contrasting temperature conditions of the habitats where each species can inhabit, <italic>in situ</italic> temperature and thallus lengths have been monitored for both species in Costa Brava, Palam&#xf3;s (41&#xb0;86&#x2019;62.1&#x2019;&#x2019;N, 3&#xb0;17&#x2019;50.7&#x2019;&#x2019;E) in the North-western Mediterranean Sea. Concurrently, populations of each species were monitored monthly throughout 2018 to measure two length variables per individual, from the basal disc to the tip of the apex of the highest main axis and the length from the basal disc to the tip of the longest branch (N=80 per month, and species). Differences among total and man axis length was used as a proxy for each species&#x2019; dynamics and productivity. <italic>In situ</italic> sea temperatures were continuously recorded (hourly records) throughout 2017 and 2018 by positioning high-resolution temperature loggers (HOBO Water Temp Pro v2, &#xb1; accurate to 0.21&#xb0;C) in the specific habitat dominated by each species.</p>
<p>Adult individuals of each species (N=36) were collected at 17<sup>th</sup> and 18<sup>th</sup> April, 2017 from subtidal rocky shores in the locality of Palam&#xf3;s. In Palam&#xf3;s, the two species (<italic>E. mediterranea</italic> and <italic>E. crinita</italic>) inhabit the same area a few meters apart but with different hydrodynamic conditions. Adult specimens were carefully removed from the rock preserving their attaching disc and transported directly to the laboratory. Once in the laboratory, epiphytes and sediment were carefully removed and the specimens were placed into tanks with natural seawater at 18&#xb0;C and natural irradiance levels for three days for acclimation. Temperatures were raised at a maximum rate of two degrees per day from 18&#xb0;C until the experimental temperature conditions were reached, marking the start of the experiment.</p>
<p>Fertile branches of <italic>E. crinita</italic> and <italic>E. mediterranea</italic> (N= 92 per each) were collected from the same two populations of the adults in late spring and immediately transported to the laboratory. Once in the laboratory, fertile branches were stored at 5&#xb0;C in dark conditions for 24 hours to stimulate gametes release, before subjecting them to the different treatments.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Experimental set up</title>
<p>To analyse the effects of temperature and UV radiation on adults and germlings of <italic>E. crinita</italic> and <italic>E. mediterranea</italic>, six different experimental treatments were established by combining three temperature conditions (21&#xb0;, 24&#xb0; and 28&#xb0;C) and two irradiance conditions (visible irradiance -used as a control- and visible irradiance supplemented with ultraviolet irradiance). Temperature conditions were selected to reflect normal summer water temperatures (21&#xb0;C, set up as the control), maximum summer temperatures (24&#xb0;C) and extremely high temperatures, experienced during MHWs in the area (28&#xb0;C) (<xref ref-type="bibr" rid="B91">Verdura et&#xa0;al., 2021</xref>).</p>
<p>The two irradiance treatments corresponded to: i) the photosynthetic active radiation (PAR) supplying the natural intensity that these communities receive at 0&#xa0;m (irradiated with 180-200 &#xb5;mol m<sup>-2</sup> s<sup>-1</sup> of PAR, <xref ref-type="bibr" rid="B73">Sant, 2003</xref>); and ii) the same photosynthetic irradiance adding ultraviolet radiation (PAR+UV) since changes in stratospheric ozone, cloud cover and aerosols continue to affect surface levels of solar UVB radiation (e.g. <xref ref-type="bibr" rid="B7">Bais et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B18">Bernhard et&#xa0;al., 2023</xref>). The photoperiod, 14:10 (light:dark), was the natural photoperiod for the season.</p>
<p>For adult individuals experiments for each seaweed species were conducted in parallel for 30 days. Six replicate tanks (12L each) were used for each treatment and species, with one adult individual per tank. We therefore set up a total of 36 tanks per species. Each tank had an independent and closed-water system with air continuously pumping and with 2L of natural seawater renovation per day per tank, thus, each tank had a completely natural seawater renewal every 6 days. Each week the natural seawater was collected from the same area where the algae came from and transported and stored to the laboratory in several 60 L drums. The water temperature for each tank was regulated and kept constant (with a maximum deviation of &#xb1; 0.4 &#xb0;C) at the three temperatures using temperature controllers (Teco TK 500). The supply for the absence of ultraviolet radiation treatment tanks came from PAR radiation fluorescent lamps (Master TL-D 36W/386 of Philips), while for the tanks exposed to ultraviolet radiation the same PAR fluorescent lamps were used, plus UVA and UVB radiation fluorescents (Actinic BL TL-K 40W/10-R and Ultraviolet-B 40W/12 RS SLV/25 of Philips, respectively) supplying 180-200 &#xb5;mol m<sup>-2</sup> s<sup>-1</sup> PAR (12 W m<sup>-2</sup>) and 6-11 W m<sup>-2</sup> UVA and 0.3-0.5 W m<sup>-2</sup> UVB. Irradiance in each experimental condition was measured using a Li-1000 SPQA spherical sensor.</p>
<p>For the early life stage experiment, germlings of the two species were obtained in the laboratory facilities. For each species, three replicate culture tanks (0.5L each), each with three microscope slides on the bottom, were used for each treatment (6 treatments * 3 tanks * 3 slides). The 18 culture tanks for each species were filled with sterilised sea water and growth medium (Von Stosch modified by <xref ref-type="bibr" rid="B47">Guiry and Cunningham, 1984</xref>) and were maintained in culture chambers to control temperature and radiation conditions. First, to obtain the germlings, six fertile branches (of the corresponding species) were placed in each culture tank until zygote formation was detected (after three days), after which the receptacles were removed. The slides, which could be removed from the tanks for short periods of time, allowed us to observe the germlings and subsequently monitor them under a microscope throughout the experiment. The seawater with the medium was completely renewed twice a week. The temperature conditions (21&#xb0;C, 24&#xb0;C and 28&#xb0;C) were achieved using three different growth chambers (Radiber AGP-360), each of which was subjected to PAR radiation fluorescents (Master TL-D 36W/386 of Philips) and UVA and UVB fluorescents (Actinic BL TL-K 40W/10-R and Ultraviolet-B 40W/12 RS SLV/25 of Philips, respectively) supplying 180-200 &#xb5;mol m<sup>-2</sup> s<sup>-1</sup> PAR (12 W m<sup>-2</sup>) and 6-11 W m<sup>-2</sup> UVA and 0.3-0.5 W m<sup>-2</sup> UVB. Incubator chambers conditions were checked daily, to ensure the proper functioning and that temperature remained constant and correct. For the UV free treatment (PAR treatments), half the tanks in each chamber were covered with polycarbonate filter boxes (transmittance &gt;390 nm) to cut-off UV radiation (<xref ref-type="bibr" rid="B20">Bischof et&#xa0;al., 2002</xref>). Irradiance in each experimental condition was measured using a Li-1000 SPQA spherical sensor. The photoperiod was 14:10 throughout the entire experiment, which was carried out at the facilities of the University of Girona.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Variables measured</title>
<p>Effects of temperature and radiation on <italic>Ericaria crinita</italic> and <italic>E. mediterranea</italic> individuals were evaluated by measuring several variables. In adult specimens, measures of biomass (wet weight in&#xa0;g) and optimum quantum yield (Fv/Fm) of photosystem II (PSII) were taken once a week. Changes in wet weight (expressed as a percentage) were measured for each specimen at each sampling time. The specimens were dried with absorbent paper before weighing them, following the same procedure for all the samples and sampling times. Optimum quantum yield was used as an indicator of PSII performance to assess photosynthetic efficiency. To do so, macroalgal fronds were dark incubated for 15 minutes, after which, Fv/Fm measurements were estimated by applying a saturation pulse using Pulse Amplitude Modulated Fluorometry (Diving-PAM Underwater Fluorometer, Waltz, Germany). Measuring Fv/Fm following a period of dark adaptation is a common technique for measuring stress in plants (<xref ref-type="bibr" rid="B56">Murchie and Lawson, 2013</xref>).</p>
<p>Survival and growth of viable germlings were measured under a microscope once a week. Survival of germlings was calculated counting all the live germlings attached to the microscope slides at each sampling time. Growth was assessed by measuring the maximum length of the thallus of 45 random individuals for each treatment (&#xb5;m) under a microscope, and using the image analysis software ZEN 2012.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Statistical analysis</title>
<p>Differences among total length (square root transformation) from natural populations along a year were analysed by Linear Model (LM) with species and months as fixed factors.</p>
<p>The data obtained from both adult and recruit experiments were analysed by mixed-effects models (MM), which allow the inclusion of both fixed and random effects as predictor variables. Different models were fitted to analyse the effect of temperature, radiation and their interaction for each selected response variable. Specifically, wet weight variation in adults was analysed using a linear mixed model (LMM) and the Optimum Quantum Yield with a Generalised Linear Mixed Model (GLMM), with a Poisson error distribution and a logit link function. Survival and growth of germlings were analysed using a GLMM with a binomial error distribution and a logit link function, and a quasi-Poisson error distribution and a log link function, respectively. Additionally, to control for lack of independence between units of observation and to handle repeated measures over time both individual&#x2019;s identity and the sampling time were considered random factors (<xref ref-type="bibr" rid="B21">Bolker et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B15">Bates et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B50">Harrison et&#xa0;al., 2018</xref>). In all the models, irradiation (2 levels), temperature (3 levels) and species (2 levels) were considered as fixed factors.</p>
<p>Models were fitted using the functions &#x201c;lm&#x201d;, &#x201c;glmer&#x201d;, &#x201c;lmer&#x201d; and &#x201c;glmmPQL&#x201d; from lme4 (<xref ref-type="bibr" rid="B15">Bates et&#xa0;al., 2015</xref>) and MASS packages (<xref ref-type="bibr" rid="B65">Ripley et&#xa0;al., 2013</xref>), and the Wald &#x3c7;2 test was performed using the &#x201c;ANOVA&#x201d; function from the CAR package (<xref ref-type="bibr" rid="B43">Fox and Weisberg, 2019</xref>). For all the models, the assumptions of normality and equality of variance were evaluated through graphical analyses of residuals using QQ plot functions (effects, visreg, and car package). For multiple comparisons, we applied Tukey&#xb4;s <italic>post-hoc</italic> tests using the &#x201c;glht&#x201d; function from the MULTCOMP package (<xref ref-type="bibr" rid="B52">Hothorn et&#xa0;al., 2008</xref>). All analyses were performed in the statistical environment R (<xref ref-type="bibr" rid="B33">R Core Team, 2019</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Species dynamics</title>
<p>
<italic>In situ</italic> seawater temperatures recorded over one year showed that temperatures in the habitat dominated by <italic>E. crinita</italic>, characterized by sheltered and shallow conditions, were more extreme (maximums of 31.89 &#xb0;C and minimums of 8.27&#xb0;C; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1C</bold>
</xref>). In contrast, temperatures of the habitat dominated by <italic>E. mediterranea</italic>, being a more open and exposed environment, remain within more constant ranges (maximums of 28.65 &#xb0;C and minimums of 11.62 &#xb0;C; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>).</p>
<p>The two species showed different growth dynamics (p &lt; 0.05; <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>), while <italic>E. crinita</italic> is characterized by constant branch lengths throughout the year (p&gt;0.05; <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S1</bold>
</xref>), with branch lengths ranging from 9.25 &#xb1; 0.18&#xa0;cm in November to 12.07 &#xb1; 0.15&#xa0;cm in July (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1E</bold>
</xref>), <italic>E. mediterranea</italic> presented significant variations among months (p&lt;0,05) with the maximum branch lengths in June (26.17 &#xb1; 1.15&#xa0;cm) and a minimum in December (4.87 &#xb1; 0.27&#xa0;cm; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1F</bold>
</xref>).</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Adult responses</title>
<p>UV radiation had no significant effect on the adult individuals of either of the two species (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; p &gt; 0.005, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>). However, adults of both species were significantly affected by water temperatures, especially at 28&#xb0;C, when biomass (especially due to the secondary and tertiary branches losses) and photosynthetic yield dropped drastically after one week for <italic>E. mediterranea</italic> and after two weeks for <italic>E. crinita</italic> (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Vulnerability to temperature was specie dependent, while at 21&#xb0;C and 24&#xb0;C biomass losses (of approx. 26% and 36%, for <italic>E. crinita</italic> and <italic>E. mediterranea</italic>, respectively) were comparable among species, at 28&#xb0;C biomass losses for <italic>E. mediterranea</italic> were significantly higher than for <italic>E. crinita</italic>, showing a biomass reduction of ca. 75% and 20% by day 14, respectively. At the end of the experiment (day 30) only <italic>E. crinita</italic> presented alive thallus, which displayed biomass losses of about 75%.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Biomass variation, represented as the mean percentage of wet weight variation (top plots), and photosynthetic quantum yield (bottom plots) of adult individuals of <italic>Ericaria mediterranea</italic> (green) and <italic>E. crinita</italic> (orange) over 30 days, under different temperature (21&#xb0;C, 24&#xb0;C and 28&#xb0;C) and radiation (PAR and PAR+UV) conditions. Solid lines represent the photosynthetic active radiation (PAR), and dotted lines represent the ultraviolet radiation treatment (PAR+UV). Vertical bars are standard errors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1248629-g002.tif"/>
</fig>
<p>Similar trends were found for the photosynthetic quantum yield, whose values remained at between 0.6 and 0.8 at 21&#xb0;C and 24&#xb0;C for both species (p&gt; 0.05; <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>), in line with usual values found for healthy <italic>Cystoseira s.l.</italic> species (<xref ref-type="bibr" rid="B1">Abdala-D&#xed;az et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B34">de Caralt et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B91">Verdura et&#xa0;al., 2021</xref>). However, at 28&#xb0;C the photosynthetic quantum yield dropped by more than half (c.a. 0.258 &#xb1; 0.012) as early as day 5 in <italic>E. mediterranea</italic> (p&lt; 0.001; <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>), while in <italic>E. crinita</italic> it stayed high and constant under all temperature treatments throughout the experiment (c.a. &gt;0.600; p&gt; 0.05; <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S2</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Germling responses</title>
<p>Germlings of both species were significantly affected by temperature and UV radiation, and effects on both variables (survival and growth) were species- and temperature-dependent, although UV radiation always reduced germling survival (p&lt; 0.001, <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Materials Table S3</bold>
</xref>; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). High temperatures (28&#xb0;C) strongly reduced the survival of both species, with less than 10% survival after two weeks in all radiation conditions. UV radiation had a major impact on the <italic>E. crinita</italic> germlings, leading to zero survival after a few days of UV exposure under all temperature conditions (p &lt; 0.05, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). At 21 &#xb0;C and 24&#xb0;C, survival of the two species under PAR conditions was generally constant, with values ranging from approximately 20% to 50% for both species, while UV conditions lead to the death of almost all <italic>E. crinita</italic> germlings by days 12 and 5 for the 21&#xb0; and 24 &#xb0;C treatments, respectively. However, the survival o<italic>f E. mediterranea</italic> under UV radiation at 21&#xb0;C and 24&#xb0;C was similar to the survival under PAR radiation.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Survival (%) and length (&#xb5;m) of germlings of <italic>Ericaria mediterranea</italic> (green) and <italic>E. crinita</italic> (orange) over 30 days, under different temperature (21&#xb0;C, 24&#xb0;C and 28&#xb0;C) and radiation (PAR and PAR+UV) conditions. The solid line is the photosynthetic active radiation (PAR), and the dotted line is the ultraviolet radiation treatment (PAR+UV). Vertical bars represent standard errors.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1248629-g003.tif"/>
</fig>
<p>
<italic>E. mediterranea</italic> germlings grew faster than the <italic>E. crinita</italic> germlings. However, temperatures of 28&#xb0;C negatively impacted the growth of both species (p&lt;0.05, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). At 28&#xb0;C, growth was highly reduced in all irradiance treatments for both species, with <italic>E. mediterranea</italic> individuals under PAR conditions the only survivors at the end of the experiment (ca. 1.700 &#xb5;m in length). At 21&#xb0;C and 24&#xb0;C, the growth of both species under PAR conditions increased steeply, reaching values of ca. 3,000 and 3,500 &#xb5;m for <italic>E. mediterranea</italic> at 21&#xb0;C and 24&#xb0;C, respectively, and ca 1,300 &#xb5;m for <italic>E. crinita</italic> at both temperatures on day 30. However, UV conditions significantly decreased <italic>E. mediterranea</italic> growth, especially at 24&#xb0;C when growth was reduced by more than a third (p&lt;0.001, <xref ref-type="supplementary-material" rid="SM1">
<bold>Table S3</bold>
</xref>; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>This study demonstrates that the responses to different climate change-derived stressors are species- and life stage-specific and might be determined by the species&#x2019; life history traits. Indeed, we show that the combined effect of different stressors may also determine overall population vulnerability, which may be a key point to be considered in future fucalean species conservation planning.</p>
<p>The independent impacts of temperature and UV radiation are rarely assessed in marine organisms, but in our experiment, we show that high temperatures strongly affected both species, especially in terms of development and survival in the early stages. A higher vulnerability of canopy-forming macroalgae recruits compared to adults has already been reported for several stressors such as pollution (e.g., <xref ref-type="bibr" rid="B58">Nielsen et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B34">de Caralt et&#xa0;al., 2020</xref>), temperature (e.g., <xref ref-type="bibr" rid="B91">Verdura et&#xa0;al., 2021</xref>) and UV radiation (e.g., <xref ref-type="bibr" rid="B36">Dring et&#xa0;al., 1996</xref>). The higher vulnerability of early life stages is a crucial but unfortunately at sometimes disregarded aspect, which should be considered in predictions of population viability. In fact, any recruitment decrease is ultimately conditioning the future viability of overall populations, even before any visible impact on adults can be reported.</p>
<p>Among the studied species, <italic>E. mediterranea</italic> was more vulnerable to higher temperatures than <italic>E. crinita</italic>, especially in adults, which showed a significant decrease of both biomass and photosynthetic quantum yield in just seven days at the highest temperature. Indeed, <italic>E. crinita</italic> can dwell in sheltered areas such as rock pools where the local seawater conditions can exhibit a great range of variability, reaching extremely high and extremely low temperatures in summer and winter, respectively (<xref ref-type="bibr" rid="B91">Verdura et&#xa0;al., 2021</xref>; and see <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). This fact may foster biological processes that provide the species with a wider thermal tolerance range and greater resistance to high temperatures than <italic>E. mediterranea</italic>, which tends to live in highly exposed zones with more hydrodynamism and more stable temperatures (<xref ref-type="bibr" rid="B23">Boudouresque, 1969</xref>; <xref ref-type="bibr" rid="B8">Ballesteros, 1988</xref>; <xref ref-type="bibr" rid="B46">G&#xf3;mez-Garreta et&#xa0;al., 2000</xref>; and see <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). This trend has also been reported for other benthic marine organisms. For instance, corals living in environments with naturally high thermal variation (such as small lagoons and intertidal zones with tides) resist heat stress better than those living in areas with more a thermally stable environment due to acclimatisation or adaptation processes (<xref ref-type="bibr" rid="B59">Oliver and Palumbi, 2011</xref>; <xref ref-type="bibr" rid="B28">Castillo et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B61">Palumbi et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B76">Schoepf et&#xa0;al., 2015</xref>).</p>
<p>UV radiation effects were more subtle and mainly observable in germlings, with <italic>E. crinita</italic> more UV-susceptible. Again, different life stages may have singular requirements or responses to different environmental conditions. The contrasting sensitivity of germlings of both species to UV radiation is probably related to their contrasting life history traits. As a perennial species, <italic>E crinita</italic> has branches throughout the year, so its recruits always develop and grow under the shade of the canopy, preventing exposure to direct radiation. In contrast, <italic>E. mediterranea</italic> is a semi-perennial species and its juveniles are used to growing in the absence of the canopy protection of the adults. Therefore, in the early life stages, <italic>E. mediterranea</italic> is naturally exposed to higher irradiations and is probably more resistant (acclimatised or adapted) to these conditions. In fact, our results are in line with those obtained for other canopy-forming macroalgae, where early-stage tolerance to UV is strongly determined by the natural UV exposure context, with species dwelling in supralittoral or higher intertidal environments (more exposed) proving to be more resistant than those living at lower depths (less UV exposed) (<xref ref-type="bibr" rid="B3">Altamirano et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B95">Wiencke et&#xa0;al., 2006</xref>).</p>
<p>Although the specific mechanisms by which temperature and UV radiation physiologically stress fucalean species are still unknown, the combined effects here reported are particularly worrying given the expected warming scenarios, especially considering the expected increase in MHWs (<xref ref-type="bibr" rid="B44">Garrabou et&#xa0;al., 2022</xref>) and the elevated UV irradiance (<xref ref-type="bibr" rid="B54">McKenzie et&#xa0;al., 2010</xref>). In general terms, when multiple stressors are analysed one factor may prevail over others, such as temperature effects predominating over UV radiation in adults of the two species studied, whereas in other cases, warming can aggravate the effects of UV radiation, as observed in the germlings of the two studied <italic>Ericaria</italic> species (<xref ref-type="bibr" rid="B3">Altamirano et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B80">Steinhoff et&#xa0;al., 2008</xref>). For instance, after a hypothetical MHW episode, the adults of a species like <italic>E. mediterranea</italic> would be severely damaged (due to their high sensitivity to high temperatures and their relatively resistant germlings to UV radiation), while their potential recruits would have a chance to survive and grow in deforested areas thanks to their UV tolerance. However, if the foundational species behaves like <italic>E. crinita</italic> (with adults resistant to high temperatures and a high sensitivity of germlings to UV radiation), the adults will probably cope with the impact of the hypothetical MHW, likely persisting with the main axis but losing their branches, further compromising the survival of recruits since they will be affected by both the high temperatures and higher UV radiations (loss of adults&#xb4; photoprotection).</p>
<p>Our study highlights that any current restoration action must be able to deal with changing environmental conditions in the context of climate change to be successful in the long term (<xref ref-type="bibr" rid="B96">Wood et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B2">Abelson et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B29">Cebrian et&#xa0;al., 2021</xref>). To address this premise, and based on our results, we recommend considering how life history traits of different species can determine their vulnerability or resistance to future environmental conditions (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). For example, if recruits are highly vulnerable, cultivating them under controlled environmental conditions may become crucial. This can be especially important when species recruitment co-occurs with periods of high likelihood of MHW. By doing so, the production of a sufficient number of recruits can be enhanced to guarantee the viability of the population. Similarly, sensitivity to high UV irradiances, especially of the species recruiting under the canopy, should lead to the planned transplantation of new recruits under adult canopies or close to them. This point is highly relevant when planning the restoration of a population already affected by a MHW or other one-off impacts that have caused the natural canopy to vanish, which may force the consideration of 1- high irradiance resistant species for transplantation (according to their life history traits); 2- establishing a macroalgae habitat able to provide the recruits with shade; or 3- growing the recruits under suitable environments (laboratory or under a healthy population) and outplanting them when they have grown and are out of the most vulnerable life stage. In summary, life history traits of the species and the environmental context to which they are subjected determine the potential winners and losers in the face of change, with this information being essential for developing fine-tuned and adaptive restoration plans in the context of global climate change.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Predicted impacts of future MHWs on adults and recruits <bold>(A, B),</bold> and recommendations for specific restoration plans in the context of climate change, considering specific responses according to different life history traits <bold>(C)</bold>. <bold>(A)</bold> Specific life history traits will determine <italic>Cystoseira</italic> s.l. populations&#x2019; vulnerability to future environmental conditions. An intense (high temperatures) and severe (long period) MHW will impact individual adults and germlings of all species, but adults of species such as <italic>E. mediterranea</italic>, adapted to exposed environments, will be more vulnerable; and <italic>E. crinita</italic> germlings, which are used to growing under the canopy, are more sensitive to UV radiation than the germlings of <italic>E. mediterranea</italic>. <bold>(B)</bold> After an MHW episode, <italic>Cystoseira</italic> s.l. populations would experience a canopy loss, and there would only be a recovery chance for the adults of the more resistant species in an MHW (like <italic>E. crinita</italic>; which experienced less than 60% biomass loss). <bold>(C)</bold> In both cases, to develop a restoration plan, we would recommend reinforcing the damaged populations by outplanting new recruits. However, species-specific sensitivity to UV will determine the need to provide or dispose of canopy shade (from adult survivors or other erect species) to protect from the specific impacts on UV, especially on the species that are more vulnerable to UV radiation in the early life stages (e.g. <italic>E. crinita</italic>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1248629-g004.tif"/>
</fig>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>EC conceived the ideas. EC, JV, JS and SC set up the experiments. SC, JV, JS and AV collected the data. JV, JS and SC performed the data analyses. and SC and EC drafted the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>This research was supported by the Sustainable Blue Economy programme (European Union), under the grant agreement &#x2013; AFRIMED - EASME/EMFF/2017/1.2.1.12/S4/01/SI2.789059; the Spanish Ministry of Science and Innovation, under the grant FORESTA - N&#xb0; PID2020-112985GB-I00, funded by MCIN/AEI/10.13039/501100011033 (European Union), and under the grant FoRescue &#x2013; N&#xb0; PCI2022-135070-2 and PCI2022-135052-2 funded by Biodiversa+ (European Biodiversity Partnership).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>SC, AV and EC are members of the MedRecover Research Group (<ext-link ext-link-type="uri" xlink:href="http://www.medrecover.org">www.medrecover.org</ext-link>, 2021 SGR 01073) of the Generalitat de Catalunya.</p>
</ack>
<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>
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<title>Publisher&#x2019;s note</title>
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<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.2023.1248629/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2023.1248629/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table_1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
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