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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.2024.1349956</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The unpredictability of scyphozoan jellyfish blooms</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Fern&#xe1;ndez-Al&#xed;as</surname>
<given-names>Alfredo</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1628157"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Marcos</surname>
<given-names>Concepci&#xf3;n</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/368413"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>P&#xe9;rez-Ruzafa</surname>
<given-names>Angel</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/123869"/>
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</contrib-group>
<aff id="aff1">
<institution>Department of Ecology and Hydrology and Regional Campus of International Excellence &#x201c;Mare Nostrum&#x201d;, University of Murcia</institution>, <addr-line>Murcia</addr-line>, <country>Spain</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Angel Borja, Marine Research Division, Spain</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Antonio Canepa, University of Burgos, Spain</p>
<p>Mar Bosch Belmar, University of Palermo, Italy</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Alfredo Fern&#xe1;ndez-Al&#xed;as, <email xlink:href="mailto:alfredo.fernandez@um.es">alfredo.fernandez@um.es</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>11</volume>
<elocation-id>1349956</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>12</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Fern&#xe1;ndez-Al&#xed;as, Marcos and P&#xe9;rez-Ruzafa</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Fern&#xe1;ndez-Al&#xed;as, Marcos and P&#xe9;rez-Ruzafa</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The study of jellyfish blooms has gained attention in the recent decades because of the importance of forecasting and anticipating them and avoiding their interference with human activities. However, after thirty years of scientific effort (monitoring systems, empirical laboratory and field studies, modeling, etc.), the occurrence of blooms remains unpredictable, and their consequences unavoidable. Climate change, eutrophication, overfishing, coastal construction, and species translocation have been suggested as stressors that increase them, but robust evidence to support these claims is limited. The widespread belief that jellyfish blooms are &#x201c;increasing in number&#x201d; has been challenged in recent years. Among the gelatinous zooplankton, the bloom forming species are concentrated in the class Scyphozoa, and the number of species with at least one recorded bloom has increased during the last decade. The analyses of long-term time series show seasonality in the dynamic of each blooming jellyfish species population, but the blooms vary in intensity and there are years of an unexplained absence of jellyfish. In this review, we focus on the current state of knowledge, uncertainties and gaps in the critical points that can strongly influence the intensity of the bloom or even lead to the absence of the medusa population. These points include ephyrae, planulae and scyphistoma natural, predatory or fishing mortality, the molecular pathway of strobilation, benthic population dynamics, planula settlement and ephyra to medusa transition success. Some of these points account for certain empirical laboratory evidence under controlled conditions, and are difficult to be studied on the field, but the different sources of non-typically recorded variability need to be addressed to improve our understanding of jellyfish population dynamics.</p>
</abstract>
<kwd-group>
<kwd>jellyfish proliferation</kwd>
<kwd>life cycle</kwd>
<kwd>modeling</kwd>
<kwd>predictability</kwd>
<kwd>Scyphozoa</kwd>
</kwd-group>
<contract-sponsor id="cn001">Fundaci&#xf3;n S&#xe9;neca<named-content content-type="fundref-id">10.13039/100007801</named-content>
</contract-sponsor>
<contract-sponsor id="cn002">Consejer&#xed;a de Agua, Agricultura, Ganader&#xed;a, Pesca y Medio Ambiente, Comunidad Aut&#xf3;noma de la Regi&#xf3;n de Murcia<named-content content-type="fundref-id">10.13039/501100014850</named-content>
</contract-sponsor>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="184"/>
<page-count count="20"/>
<word-count count="10001"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Marine Ecosystem Ecology</meta-value>
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</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The massive proliferations of jellyfishes, commonly referred to as jellyfish blooms, are usually described in negative terms because of the interference with human activities that results from their appearance. Those interferences include competing with commercial fish species both through predation on fish larvae and through the direct competition for food, clogging fishing nets, damaging catches, stinging fishermen and swimmers or clogging water intake systems in coastal power plants, among others (<xref ref-type="bibr" rid="B144">Purcell et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B149">Richardson et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B143">Purcell et&#xa0;al., 2013</xref>). The socio-economic impacts of the jellyfish blooms are often neglected in scientific studies (<xref ref-type="bibr" rid="B16">Bosch-Belmar et&#xa0;al., 2020</xref>), but some examples can be found. In the case of fisheries, catches can be reduced by up to 25.3%, the catch value can be reduced by up to 33.7%, and the economic loss, in Korean fisheries alone, can exceed US$ 200 million in a single jellyfish season (<xref ref-type="bibr" rid="B95">Kim et&#xa0;al., 2012</xref>). For the tourism sector in the United Kingdom, avoiding the areas where jellyfish are present can result in an economic loss of more than 12000 US$ per day for a 10 km<sup>2</sup> tourist area (<xref ref-type="bibr" rid="B91">Kennerley et&#xa0;al., 2022</xref>), while in Spain, the average visitor is willing to pay an additional 3.20 &#x20ac; per beach visit if it guarantees a lower risk of encountering jellyfish (<xref ref-type="bibr" rid="B128">Nunes et&#xa0;al., 2015</xref>).</p>
<p>However, despite the socio-economic impacts derived from the appearance of jellyfish blooms, the ecosystem services they provide should not be ignored. In eutrophication processes, jellyfish have been linked to the maintenance of water quality through top-down control of the food web (<xref ref-type="bibr" rid="B137">P&#xe9;rez-Ruzafa et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B55">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>), and their use as food has led to the emergence of a fishing and aquaculture industry focused on these organisms (<xref ref-type="bibr" rid="B84">Hsieh et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B129">Omori and Nakano, 2001</xref>; <xref ref-type="bibr" rid="B144">Purcell et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B127">Nishikawa et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B93">Khong et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B99">Leone et&#xa0;al., 2019</xref>). In addition, jellyfish are being studied in search of biomolecules with potential applications in pharmacology and medicine (<xref ref-type="bibr" rid="B184">Zimmer, 2005</xref>; <xref ref-type="bibr" rid="B164">Sugahara et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B37">De Rinaldis et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B36">De Domenico et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B163">Sudirman et&#xa0;al., 2023</xref>), and as the most energetically efficient swimmers, jellyfish biomechanics are a subject of study in the development of remotely operated swimming vehicles (<xref ref-type="bibr" rid="B65">Gemmell et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B64">Gemmell et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B33">Costello et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B66">Gemmell et&#xa0;al., 2021</xref>).</p>
<p>The disturbances and ecological services provided by jellyfish blooms have attracted the attention of the scientific community with increasing interest since the last decade of the twentieth century (<xref ref-type="bibr" rid="B138">Pitt et&#xa0;al., 2018</xref>). Along with the scientific community, the general public have also been engaged to participate in the monitoring of jellyfish blooms through citizen science campaigns (<xref ref-type="bibr" rid="B113">Marambio et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B41">Dobson et&#xa0;al., 2023</xref>). During the years in which this topic has been studied, the perception of a general increase in the frequency, intensity, and extent of jellyfish blooms has become established in the scientific community, and a whole conceptual framework of how ocean degradation favors the occurrence of jellyfish blooms has been developed (<xref ref-type="bibr" rid="B1">Arai, 2001</xref>; <xref ref-type="bibr" rid="B140">Purcell, 2005</xref>; <xref ref-type="bibr" rid="B144">Purcell et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B149">Richardson et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B141">Purcell, 2012</xref>). Among the ocean degradation factors cited as drivers of jellyfish blooms, overfishing, climate change, species translocation, eutrophication, and habitat modification are commonly highlighted as part of an eventual regression of the ocean state to Cambrian-like assemblages dominated by short-lived organisms such as jellyfish (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) (<xref ref-type="bibr" rid="B134">Pauly et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B131">Parsons and Lalli, 2002</xref>; <xref ref-type="bibr" rid="B135">Pauly et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B149">Richardson et&#xa0;al., 2009</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Conceptual framework of the change in the key-species controlling marine food webs in a regression to Cambrian-like assemblages because of ocean degradation (based on <xref ref-type="bibr" rid="B135">Pauly et&#xa0;al., 2008</xref>).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1349956-g001.tif"/>
</fig>
<p>The same authors who contributed to the development of the conceptual framework also noted its limitations, highlighting the paucity of reliable baseline data and the short length of the time-series those assumptions were made on (<xref ref-type="bibr" rid="B144">Purcell et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B135">Pauly et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B149">Richardson et&#xa0;al., 2009</xref>). The low availability of data forced scientists attempting to analyze these assumptions to gather all the organisms referred to as jellyfish (<xref ref-type="bibr" rid="B20">Brotz et&#xa0;al., 2012</xref>) into a single and generic &#x2018;gelatinous zooplankton&#x2019; group (<xref ref-type="bibr" rid="B31">Condon et&#xa0;al., 2013</xref>), despite their taxonomic, genetic and life cycle differences (<xref ref-type="bibr" rid="B75">Hamner and Dawson, 2009</xref>; <xref ref-type="bibr" rid="B92">Khalturin et&#xa0;al., 2019</xref>). In addition, research efforts have not been equally distributed among all components of the gelatinous zooplankton, with an overrepresentation of the scyphozoan <italic>Aurelia</italic> spp. Lamarck, 1816 and the ctenophore <italic>Mnemiopsis leidyi</italic> A. Agassiz, 1865 (<xref ref-type="bibr" rid="B138">Pitt et&#xa0;al., 2018</xref>). It should also be noted that bloom-forming species are not evenly distributed throughout the gelatinous zooplankton but are concentrated in the class Scyphozoa (<xref ref-type="bibr" rid="B75">Hamner and Dawson, 2009</xref>), with special incidence in the larger species dwelling in temperate, shallow waters (<xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2021</xref>). The importance of this class is not limited to a higher number of bloom forming species, as they are also responsible for most of the disturbances in fisheries and aquaculture (<xref ref-type="bibr" rid="B16">Bosch-Belmar et&#xa0;al., 2020</xref>), but also collect the highest number of edible species (<xref ref-type="bibr" rid="B22">Brotz et&#xa0;al., 2017</xref>).</p>
<p>Despite the controversies and limitations, the conceptual framework is generally accepted by the scientific community, and the number of published papers on the topic increases every year, contributing to the dissemination of the idea of an increase in jellyfish blooms in some areas (<xref ref-type="bibr" rid="B154">Sanz-Mart&#xed;n et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B138">Pitt et&#xa0;al., 2018</xref>). Considering only the class Scyphozoa, where most of the blooms are concentrated, an increase in the percentage of bloom forming species has been detected in the last decade (<xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2021</xref>). However, this increase does not necessarily mean that jellyfish populations are increasing worldwide (<xref ref-type="bibr" rid="B20">Brotz et&#xa0;al., 2012</xref>), as it is associated with a higher interest in the topic and more sampling efforts (<xref ref-type="bibr" rid="B138">Pitt et&#xa0;al., 2018</xref>).</p>
<p>Of all the variables analyzed within the conceptual framework, temperature is the one that stands out the most (<xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2021</xref>), probably reflecting the seasonality that most species exhibit during their life cycle. In the class Scyphozoa, this variable has been shown to control the life cycle, modifying the asexual reproduction rate of the polyp stage, acting as a strobilation trigger and regulating the transition from ephyra to medusa (<xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B61">Fuentes et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B60">Fuchs et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B18">Brekhman et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). The effect of temperature can also be observed in short-term studies for most ecosystems and species (<xref ref-type="bibr" rid="B53">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B73">Gueroun et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B102">Leoni et&#xa0;al., 2021a</xref>), but becomes blurred when longer time series are considered (<xref ref-type="bibr" rid="B173">van Walraven et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B162">Stone et&#xa0;al., 2019</xref>). This suggests that temperature is not an exclusive requirement for bloom development (<xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2021</xref>). At the same time, the scyphozoan jellyfish species do not seem to have the thermal control on their phenology modified in the context of climate change (<xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>), but an increased period of suitable temperatures could extend the duration of the scyphozoan blooms (<xref ref-type="bibr" rid="B151">Ruiz et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B45">Edelist et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B100">Leoni et&#xa0;al., 2021b</xref>). In any case, both situations raise more questions and challenges about the interannual variability of bloom intensity in relation to thermal oscillations.</p>
<p>After more than 30 years of combined scientific research (monitoring systems, empirical laboratory and field studies, modeling, etc.), we are still unable to answer the main question asked by managers, tourists and other stakeholders: &#x201c;Will there be jellyfish next season?&#x201d;. There are several socio-economic implications of our inability to answer this demand, but one of the clearest examples is the cannonball jellyfish fishery in Mexico, where the national government promoted the activity and businesses developed in anticipation of a long-term productive industry, only to eventually experience a collapse in catches due to interannual variability or fisheries mismanagement (<xref ref-type="bibr" rid="B104">L&#xf3;pez-Mart&#xed;nez and &#xc1;lvarez-Tello, 2013</xref>; <xref ref-type="bibr" rid="B68">Gir&#xf3;n-Nava et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B21">Brotz et&#xa0;al., 2021</xref>). Improving the quality of jellyfish bloom predictions using traditional approaches, when not a single bloom has been correctly predicted in more than three decades of research, seems unlikely. Therefore, we have focused this review both on less commonly addressed sources of variability that affect the viability of scyphozoan blooms (<italic>e.g.</italic> predation on larval stages, parasitism, or interspecific competition), and on sources of variability that are commonly referred to as promoters of jellyfish blooms, but which can also induce physiological stress when they are not optimal (<italic>e.g.</italic> temperature, food availability or salinity).</p>
<p>This work builds on the systematic review by <xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al. (2021)</xref> in which all scyphozoan genera were individually used as keywords in the Web of Science and Scopus search engines to identify the bloom forming genera and species. The search algorithm was modified in the genera <italic>Cyanea, Chrysaora, Pelagia</italic> to <italic>Genus AND Jellyfish</italic> to eliminate papers from unrelated scientific fields and further modified to <italic>Genus AND Jellyfish AND (Bloom OR &#x201c;Life cycle&#x201d;)</italic> in the case of <italic>Aurelia</italic> due to its use as a model species. The original search was replicated to include the publications on blooming genera from January 2021 to December 2023. Previously selected papers on blooming species were re-analyzed with the recent publications using the following selection criteria of i) reference to scyphozoan species, ii) analysis of aspects of the jellyfish ecology at any developmental stage, iii) description of possible facilitators or perturbations to the regular development of the life cycle. The review was supplemented by additional searches in Google Scholar under combinations of the term &#x201c;Jellyfish&#x201d; with &#x201c;Predation&#x201d;, &#x201c;Disease&#x201d;, &#x201c;Parasitism&#x201d;, &#x201c;Fisheries&#x201d;, &#x201c;Mortality&#x201d; and &#x201c;Stress&#x201d; to include thesis and other &#x2018;gray literature&#x2019; items. No filter was applied in terms of number of citations or year of publication. Since the aim of the review was to construct a conceptual model of the factors that control the biological cycle of scyphozoans and to discuss the sources of variability that influence the difficulty of predicting the events of massive proliferations of these organisms, and not to perform meta-analyses, no attempt was made to quantify the retrieved publications, selected or excluded papers.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Control of the &#x2018;never-ending jellyfish joyride&#x2019;</title>
<p>The proposed conceptual framework for a jellyfish-dominated ocean depicted a series of interrelated mechanisms that further enhanced this jellyfish dominance over other marine species, based on how their own biological characteristics seemed to overcome any possible control over populations (<xref ref-type="bibr" rid="B149">Richardson et&#xa0;al., 2009</xref>). However, reports of long-term monitoring of jellyfish populations usually reveal the existence of years of unexplained absence of jellyfish. In the Mar Menor coastal lagoon (Spain), an ecosystem affected by eutrophication over the last 30 years, habitat modification, global warming, and fishing (<xref ref-type="bibr" rid="B136">P&#xe9;rez-Ruzafa et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B55">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2022</xref>), populations of <italic>Cotylorhiza tuberculata</italic> (Macri, 1778) and <italic>Rhizostoma pulmo</italic> (Macri, 1778) unexpectedly collapsed after two decades of benefiting from the factors described in the conceptual framework (<xref ref-type="bibr" rid="B55">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). In the Dutch Wadden Sea (Netherlands), another monitored eutrophic ecosystem, the different scyphozoan jellyfish species showed different patterns of abundance over the years, alternating between years of unexplained absence or sparse abundance of some individual species and bloom years (<xref ref-type="bibr" rid="B173">van Walraven et&#xa0;al., 2015</xref>).</p>
<p>Scyphozoan jellyfish species generally have a metagenic life cycle, alternating between benthic and pelagic phases (<xref ref-type="bibr" rid="B75">Hamner and Dawson, 2009</xref>). During the same, there are several stages where a numerical expansion of the population can occur: a single medusa can carry thousands to millions of planulae (<xref ref-type="bibr" rid="B94">Kikinger, 1992</xref>; <xref ref-type="bibr" rid="B108">Lucas, 1996</xref>), the polyp population can double to five times its initial number within a month under the appropriate food-temperature conditions (<xref ref-type="bibr" rid="B109">Lucas et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B180">Wang et&#xa0;al., 2015</xref>), and each strobila can release from 1 to 30 ephyrae (<xref ref-type="bibr" rid="B40">Di Camillo et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B61">Fuentes et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B109">Lucas et&#xa0;al., 2012</xref>). Under the most optimal conditions without any kind of mortality, neither natural nor predatory, a single medusa can yield from a minimum of 2&#xd7;10<sup>3</sup> (&#x2248;1 medusa &#xd7; 1000 planulae/medusa &#xd7; 2 polyps/planula &#xd7; 1 ephyra/polyp) to a maximum of 1.5&#xd7;10<sup>8</sup> medusae (&#x2248;1 medusa &#xd7; 10<sup>6</sup> planulae/medusa &#xd7; 5 polyps/planula &#xd7; 30 ephyrae/polyp) within a single year (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>, black arrows). Consequently, the large interannual variation in the abundance of the medusa phase of the scyphozoan jellyfish populations can only be explained by the existence of complex interactions that regulate, either as enhancers (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>, green arrows) or inhibitors (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>, red arrows), the dynamics of the different scyphozoan jellyfish populations during the different stages of the life cycle.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Scyphozoan life cycle (black arrows), enhancer factors (green arrows with plus sign), and limiting or inhibiting factors (red arrows with minus sign).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1349956-g002.tif"/>
</fig>
<sec id="s2_1">
<label>2.1</label>
<title>Planula stage</title>
<p>Scyphozoan planulae can settle on a variety of natural and artificial hard substrates, including shells, concrete, plastic, glass, wood, rope, seagrass, macroalgae, rocks, etc., with different efficiencies depending on the type and orientation of the substrate and the different scyphozoan species (<xref ref-type="bibr" rid="B123">Miyake et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B81">Holst and Jarms, 2007</xref>; <xref ref-type="bibr" rid="B111">Malej et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B115">Marques et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B58">Franco, 2016</xref>; <xref ref-type="bibr" rid="B62">Gambill et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B174">van Walraven et&#xa0;al., 2020</xref>). There is an environmental control by factors such as temperature, salinity or light on the settlement and excystment of the planulae, providing an efficiency of the process, with the absence of competition for the substrate or predation, which decreases from a maximum of ~ 60% under the most suitable conditions to a minimum of 0% in a progression towards less suitable conditions (<xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B58">Franco, 2016</xref>; <xref ref-type="bibr" rid="B62">Gambill et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B48">Feng et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B74">Gueroun et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B82">Holst et&#xa0;al., 2023</xref>). Even under the preferred environmental conditions and in the absence of competitors and predators, the settlement needs to occur within the first few days after planula release to prevent a significant decline in its effectiveness (<xref ref-type="bibr" rid="B62">Gambill et&#xa0;al., 2018</xref>). However, spatial competition and predation cannot be ignored when attempting to build predictive models of jellyfish blooms, yet both topics remain largely understudied. <xref ref-type="bibr" rid="B17">Boughton et&#xa0;al. (2023)</xref> conducted an <italic>in-situ</italic> fouling settlement experiment on PVC panels testing the settlement efficiency of <italic>Aurelia aurita</italic> (Linnaeus, 1758) planulae against potential competitors, showing high competition for the space and a relative increase in planula settlement efficiency after removal of potential competitors. Predation on scyphozoan planulae, which is rarely addressed, can occur at least by ctenophores, ascidians, and bivalves at rates of 10 &#x2013; 25, 20 and 40 planulae &#xd7; ind<sup>-1</sup> &#xd7; h<sup>-1</sup>, respectively (<xref ref-type="bibr" rid="B87">Javidpour et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B98">Kuplik et&#xa0;al., 2015</xref>), as well as by scyphozoan polyps (<xref ref-type="bibr" rid="B71">Gr&#xf6;ndahl, 1988a</xref>; <xref ref-type="bibr" rid="B72">Gr&#xf6;ndahl, 1988b</xref>). In this line, <xref ref-type="bibr" rid="B58">Franco (2016)</xref> linked the absence of planula settlement on live oyster shells to the filtering capacity of oysters. In contrast, <xref ref-type="bibr" rid="B115">Marques et&#xa0;al. (2015)</xref> linked the absence of polyps attached to oyster shells in the Thau lagoon (France) to the oyster farming method rather than to the oyster predation on planulae, while <xref ref-type="bibr" rid="B111">Malej et&#xa0;al. (2012)</xref> do provide images of polyps over oyster shells. However, in the latter example it is not certain whether the planulae have settled directly over the shell or whether the presence of polyps is due to a colonization by asexual reproduction and polyp motility (<xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B182">Zang et&#xa0;al., 2023</xref>).</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Polyp stage</title>
<p>After the planula settlement, the polyps emerge in a process called excystment and develop tentacles to acquire their typical morphology in a process that can be negatively affected by inadequate temperature-salinity conditions or by the lack of food (<xref ref-type="bibr" rid="B82">Holst et&#xa0;al., 2023</xref>). Newly formed polyps can colonize the substrate through 7 different modes of asexual reproduction (<xref ref-type="bibr" rid="B157">Schiariti et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B176">Wang F. et&#xa0;al., 2023</xref>). The different scyphozoan jellyfish species can exhibit a mono-mode asexual reproductive strategy (<italic>e.g. Phyllorhiza punctata</italic> von Lendenfeld, 1884; <xref ref-type="bibr" rid="B157">Schiariti et&#xa0;al., 2014</xref>), multi-mode asexual reproductive strategy (<italic>Aurelia</italic> spp.; <xref ref-type="bibr" rid="B157">Schiariti et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B176">Wang F. et&#xa0;al., 2023</xref>), or a preferential and a secondary strategy as it found in <italic>R. pulmo</italic> (<xref ref-type="bibr" rid="B61">Fuentes et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B157">Schiariti et&#xa0;al., 2014</xref>). Under the adequate food and temperature conditions, each polyp can produce 8 to 20 buds from which new polyps can develop (<xref ref-type="bibr" rid="B142">Purcell et&#xa0;al., 2012</xref>), but the overall efficiency in the absence of competitors or predators is typically limited to a two to fivefold increase in the initial number of polyps (<xref ref-type="bibr" rid="B109">Lucas et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B180">Wang et&#xa0;al., 2015</xref>). In general, species with multi-mode asexual reproductive strategies exhibit higher asexual reproduction rates (<xref ref-type="bibr" rid="B157">Schiariti et&#xa0;al., 2014</xref>).</p>
<p>Scyphozoan polyps generally exhibit a wide thermal and salinity tolerance, but the asexual reproduction rates can decline rapidly when the optimal conditions are not met and eventual mass mortality can occur when the upper or lower tolerance limits are exceeded (<xref ref-type="bibr" rid="B145">Purcell et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B142">Purcell et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B172">Treible and Condon, 2019</xref>). As a result, the evolution of the different scyphozoan species has led to higher asexual reproduction rates of polyps at temperatures when their planulae are present in the water column (<xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B142">Purcell et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B157">Schiariti et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B172">Treible and Condon, 2019</xref>). Scyphozoan polyps can also withstand starvation conditions, but surprisingly, when the food scarcity conditions are coupled with the optimal temperatures for the asexual reproduction, the survival is significantly reduced, likely due to increased metabolic demands (<xref ref-type="bibr" rid="B182">Zang et&#xa0;al., 2023</xref>).</p>
<p>In nature, the scyphozoan polyps face interspecific competition for food and space, predation, synergies with other organisms derived from the construction of their hard structures, and physiological stress associated with environmental conditions (<xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B116">Marques et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B48">Feng et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B182">Zang et&#xa0;al., 2023</xref>). The organisms that efficiently compete for the space and reduce substrate availability for scyphozoan polyps by killing and displacing them, have a slimy or soft surface that cannot be used as a substrate for polyp development (<xref ref-type="bibr" rid="B182">Zang et&#xa0;al., 2023</xref>). This first group mainly includes sponges and ascidians, but there are some exceptions, as <italic>Aurelia</italic> sp. has been shown to be able to grow on certain solitary ascidians (<xref ref-type="bibr" rid="B123">Miyake et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B148">Rekstad et&#xa0;al., 2021</xref>). A second group of organisms are those with a spiny or multibranched surface. This group includes species that never provide a suitable substrate for settlement and others that may eventually provide a suitable substrate, as happens when the mud tubes of amphipods become stiffer (<xref ref-type="bibr" rid="B123">Miyake et&#xa0;al., 2002</xref>). The third group includes bivalves, the calcareous tubes of polychaetes, balanoids, and, in general, organisms that build hard structures and increase the available substrate for polyps to attach to (<xref ref-type="bibr" rid="B123">Miyake et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B148">Rekstad et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B182">Zang et&#xa0;al., 2023</xref>). Scyphozoan polyp predators include crustaceans, nudibranchs, and gastropods with consumption rates greater than 300 polyps &#xd7; ind<sup>-1</sup> &#xd7; day<sup>-1</sup> (<xref ref-type="bibr" rid="B2">Arai, 2005</xref>; <xref ref-type="bibr" rid="B165">Takao et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B168">Tang et&#xa0;al., 2021</xref>). Intraguild predation among scyphozoan polyps has also been observed in laboratory studies co-culturing multiple species (<xref ref-type="bibr" rid="B167">Tang et&#xa0;al., 2020</xref>). The overall balance between polyp asexual reproduction, competition, predation, and physiological stress may benefit the scyphozoan polyps during the initial stages of colonization of a bare substrate (<xref ref-type="bibr" rid="B48">Feng et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B17">Boughton et&#xa0;al., 2023</xref>), but it is reversed within months, leading to severe reductions in scyphozoan polyp densities or even the disappearance of polyp colonies of certain species (<xref ref-type="bibr" rid="B79">Hernroth and Gr&#xf6;ndahl, 1983</xref>; <xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B48">Feng et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Strobila and post-strobila stages</title>
<p>The strobilation process involves the reabsorption of polyp tentacles and the differentiation of segments that will eventually produce ephyrae at the oral end of the scyphistoma (<xref ref-type="bibr" rid="B156">Schiariti et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B61">Fuentes et&#xa0;al., 2011</xref>). Triggering of the process occurs following physical or chemical signals (<xref ref-type="bibr" rid="B80">Holst, 2012</xref>; <xref ref-type="bibr" rid="B109">Lucas et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B78">Helm, 2018</xref>). The molecular mechanism of strobilation is not fully understood, but the candidate hormones that induce the process exhibit strong temperature regulation during the polyp stage (<xref ref-type="bibr" rid="B60">Fuchs et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B18">Brekhman et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B63">Ge et&#xa0;al., 2022</xref>) and show structural similarities to certain compounds used in aquaria to chemically trigger the process (<xref ref-type="bibr" rid="B159">Spangenberg, 1965</xref>; <xref ref-type="bibr" rid="B78">Helm, 2018</xref>). Temperature must act in concert with other factors to induce strobilation: in tropical ecosystems with low thermal oscillations, strobilation can be signaled by salinity shifts (<xref ref-type="bibr" rid="B109">Lucas et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B78">Helm, 2018</xref>), zooxanthellate bearing species must host their symbionts and be exposed to both light and temperature appropriate conditions (<xref ref-type="bibr" rid="B94">Kikinger, 1992</xref>; <xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B157">Schiariti et&#xa0;al., 2014</xref>), and there is a food requirement for polyps to strobilate (<xref ref-type="bibr" rid="B180">Wang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B182">Zang et&#xa0;al., 2023</xref>). In non-zooxanthellate species, where the light and symbionts are not required, the microbiota organisms still play a key role in the strobilation, as the process is inhibited by a downregulation of the genetic pathway in their absence (<xref ref-type="bibr" rid="B88">Jensen et&#xa0;al., 2023</xref>).</p>
<p>The seasonal appearance of the medusa phase in most of the scyphozoan species is indicative of a temperature regulated strobilation process (<xref ref-type="bibr" rid="B80">Holst, 2012</xref>; <xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2021</xref>), but there are reports of ephyra appearing at temperatures unsuitable for their posterior development (<xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). Incorrect strobilation signaling can be problematic for the completion of the life cycle as it is a stressful process for the scyphozoan polyps. In most species, the calix diameter of the polyp shrinks after ephyra release (<xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>), and the remnant is not always able to recover. In <italic>C. tuberculata</italic>, the polyp population completely disappears shortly after the strobilation (<xref ref-type="bibr" rid="B94">Kikinger, 1992</xref>; <xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>), and the polyps of <italic>Cyanea nozakii</italic> Kishinouye, 1891, <italic>Rhopilema esculentum</italic> Kishinouye, 1891, and <italic>Nemopilema nomurai</italic> Kishinouye, 1922 were unable to recover their original size and eventually disappeared in the field experiment by <xref ref-type="bibr" rid="B49">Feng et&#xa0;al. (2017)</xref>. In contrast, <italic>R. pulmo</italic> has been reported to regrow the tentacles within two weeks after strobilation (<xref ref-type="bibr" rid="B61">Fuentes et&#xa0;al., 2011</xref>), and <italic>Rhopilema nomadica</italic> Galil, Spanier and Ferguson, 1990 can undergo multiple strobilation events while reproducing asexually (<xref ref-type="bibr" rid="B106">Lotan et&#xa0;al., 1992</xref>). As a result, some scyphozoan polyp cultures can be maintained in an aquarium for years (<xref ref-type="bibr" rid="B109">Lucas et&#xa0;al., 2012</xref>), but their ability to reproduce asexually may decline with successive generations (<xref ref-type="bibr" rid="B28">Chi et&#xa0;al., 2022</xref>). However, <xref ref-type="bibr" rid="B80">Holst (2012)</xref> observed that <italic>Cyanea capillata</italic> (Linnaeus, 1758) produced more ephyrae per polyp in older polyps, but the latter development to the medusa phase was not recorded and the overall effect on jellyfish population dynamics remains unknown.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Ephyra stage</title>
<p>The ephyra stage is not typically reported to limit the magnitude of the jellyfish blooms, but there is evidence that ephyra peaks followed by a massive mortality reduce the abundance of the medusa phase and even lead to an absolute absence of the same (<xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). This occurs when a strobilation event occurs outside the appropriate temperature range for the development of the ephyrae, as there are upper and lower thresholds for the transition from ephyra to medusa (<xref ref-type="bibr" rid="B4">Astorga et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>).</p>
<p>The transition from ephyra to medusa involves a somatic growth, fusion of the rhopaliar lappets by the extension of the umbrella, the development of a gastric system, oral arms, and tentacles, and can last from 10 to 150 days, depending on the species and the environmental conditions (<xref ref-type="bibr" rid="B83">Holst et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B61">Fuentes et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B4">Astorga et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B53">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B73">Gueroun et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). During this period, ephyrae are exposed to natural mortality and intraguild predation by scyphozoan polyps, ephyrae, and medusae (<xref ref-type="bibr" rid="B26">Carrizo et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B7">Avian et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B161">Stoltenberg et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B179">Wang P. et&#xa0;al., 2023</xref>). To maintain the growth rate of the ephyra and increase the likelihood of completing the transition from ephyra to medusa, food requirements must be matched in quantity and quality (<xref ref-type="bibr" rid="B27">Chambel et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B121">Miranda et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B9">Ballesteros et&#xa0;al., 2022</xref>).</p>
<p>Mortality at this stage is rarely addressed, but it is likely to influence the development of the bloom. In the most conspicuous blooms of <italic>C. tuberculata</italic>, where ephyra abundance was also assessed, mortality at this stage was less than 5%, but the average mortality of <italic>C. tuberculata</italic> ephyra is around 70% and greatly affects the intensity of the bloom (<xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). In the case of the moon jellyfish, <italic>Aurelia</italic> spp., the minimum recorded mortality at the ephyra stage is over 70%, the average mortality is over 90% and the maximum mortality is over 99% (<xref ref-type="bibr" rid="B85">Ishii et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). The most likely factors involved in ephyrae mortality are physiological stress or predation (<xref ref-type="bibr" rid="B26">Carrizo et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B161">Stoltenberg et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>), but the absence of microbiota results in deformed ephyra after strobilation (<xref ref-type="bibr" rid="B88">Jensen et&#xa0;al., 2023</xref>), whose correct development is unlikely.</p>
</sec>
<sec id="s2_5">
<label>2.5</label>
<title>Medusa phase</title>
<p>The first observations in the water column of some individuals in their medusa phase can be a sign of an outshore bloom whose individuals have not yet been drifted ashore by winds or tides (<xref ref-type="bibr" rid="B183">Zavodnik, 1987</xref>; <xref ref-type="bibr" rid="B90">Keesing et&#xa0;al., 2016</xref>), an early bloom warning or an unsuccessful inshore jellyfish bloom (<xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). The importance of the medusa phase goes beyond the ecosystem services and disturbances resulting from the bloom that occurs, as they can carry from thousands to millions of planulae (<xref ref-type="bibr" rid="B94">Kikinger, 1992</xref>; <xref ref-type="bibr" rid="B108">Lucas, 1996</xref>). The underlying biological reason for the occurrence of swarms or aggregations of medusae during the bloom events is not fully understood, but it has been argued that the reproductive success and the protection from predators could be enhanced by these behaviors (<xref ref-type="bibr" rid="B75">Hamner and Dawson, 2009</xref>; <xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2021</xref>).</p>
<p>In this line, the scyphozoan jellyfish have traditionally been considered as a trophic dead end, but their trophic role has probably been underestimated as their absence in stomach contents can be explained by their extremely high digestion rate (<xref ref-type="bibr" rid="B5">Ates, 1988</xref>; <xref ref-type="bibr" rid="B3">Arai et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B76">Hays et&#xa0;al., 2018</xref>). Recent analyses, including increased data collection of stomach contents, direct observations, stable isotope analyses, DNA metabarcoding, and animal-borne cameras have significantly increased our knowledge of gelatinous zooplankton predation (<xref ref-type="bibr" rid="B76">Hays et&#xa0;al., 2018</xref>). The wide variety of organisms that predate on scyphozoan medusae include sea anemones, corals, starfish, brittle stars, sea cucumbers, balanoids, amphipods, decapods, fishes, flying seabirds, penguins, turtles, and other scyphozoan jellyfish (<xref ref-type="bibr" rid="B5">Ates, 1988</xref>; <xref ref-type="bibr" rid="B2">Arai, 2005</xref>; <xref ref-type="bibr" rid="B171">Titelman et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B77">Heaslip et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B170">Thiebot et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B6">Ates, 2017</xref>; <xref ref-type="bibr" rid="B118">McInnes et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B169">Thiebot et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B76">Hays et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B179">Wang P. et&#xa0;al., 2023</xref>).</p>
<p>The interest in studying the link between scyphozoan jellyfish and predators is partly driven by the parasites that the scyphozoan medusae harbor as intermediate hosts before infecting commercially exploited fish (<xref ref-type="bibr" rid="B23">Browne, 2014</xref>; <xref ref-type="bibr" rid="B96">Kondo et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B124">Motta et&#xa0;al., 2023</xref>). This developmental stage can harbor parasites with single host life cycles, such as amphipods or anemones, and parasites with multiple host life cycles, such as digeneans and cestodes (<xref ref-type="bibr" rid="B2">Arai, 2005</xref>; <xref ref-type="bibr" rid="B34">D&#x2019;Ambra and Graham, 2009</xref>; <xref ref-type="bibr" rid="B39">Diaz Briz et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B23">Browne, 2014</xref>). The high prevalence of parasites in scyphozoan medusae suggests that a fundamental part of the parasite life cycle may occur in jellyfish (<xref ref-type="bibr" rid="B39">Diaz Briz et&#xa0;al., 2012</xref>), providing benefits such as protection, feeding or transport (<xref ref-type="bibr" rid="B153">Sal Moyano et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B70">Gon&#xe7;alves et&#xa0;al., 2022</xref>), but the effect of parasites on the scyphozoan life cycle is poorly understood (<xref ref-type="bibr" rid="B34">D&#x2019;Ambra and Graham, 2009</xref>). This infection may be important for life cycle completion, as somatic growth, gonad size, and egg production of scyphozoan medusae may be reduced by parasitism (<xref ref-type="bibr" rid="B29">Chiaverano et&#xa0;al., 2015</xref>).</p>
<p>The final factor influencing the medusa phase of the scyphozoan jellyfish life cycle is fishing, which can promote or disrupt the biological strategies of scyphozoan species, depending on the species targeted by the fishery (<xref ref-type="bibr" rid="B110">Lynam et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B19">Brotz, 2016</xref>). Overfishing of filter-feeding fish has promoted a shift in the system toward jellyfish dominance in some locations (<xref ref-type="bibr" rid="B110">Lynam et&#xa0;al., 2006</xref>), but this has not occurred when an alternative stock of filter-feeding fish could replace the original species (<xref ref-type="bibr" rid="B158">Schwartzloze et&#xa0;al., 1999</xref>). Similarly, filter-feeding fishes may benefit from the collapse of a predatory fish fishery (<xref ref-type="bibr" rid="B126">Mullon et&#xa0;al., 2005</xref>). In these cases, there is no increase in jellyfish abundance (<xref ref-type="bibr" rid="B149">Richardson et&#xa0;al., 2009</xref>), but they are indicative of the complexity of the system. This can be further illustrated by the case of salmon fisheries on the Pacific coast of North America, where the population of the sea nettle <italic>Chrysaora fuscescens</italic> Brandt, 1835 showed a complex pattern of zooplanktonic relationships that affected its abundance as well as the fisheries for the targeted salmon species (<xref ref-type="bibr" rid="B152">Ruzicka et&#xa0;al., 2016</xref>).</p>
<p>Scyphozoan jellyfish are also targeted species, and the impact of their fisheries on population dynamics must also be discussed. Indeed, jellyfish fisheries have become increasingly important worldwide, with more than 20 countries reporting their activity and average annual jellyfish landings exceeding 7.5&#xd7;10<sup>8</sup> kg (<xref ref-type="bibr" rid="B19">Brotz, 2016</xref>; <xref ref-type="bibr" rid="B22">Brotz et&#xa0;al., 2017</xref>), but the biological parameterization of the species necessary to develop sustainable fishing programs has only been carried out for certain species and locations (<xref ref-type="bibr" rid="B130">Palomares and Pauly, 2008</xref>; <xref ref-type="bibr" rid="B19">Brotz, 2016</xref>; <xref ref-type="bibr" rid="B53">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B105">L&#xf3;pez-Mart&#xed;nez et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B102">Leoni et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B13">Behera et&#xa0;al., 2022</xref>). Consequently, the overfishing has been identified as the main cause of the collapse of the jellyfish fisheries of <italic>R. esculentum</italic> in China (<xref ref-type="bibr" rid="B43">Dong et&#xa0;al., 2014</xref>) and of <italic>Stomolophus meleagris</italic> Agassiz, 1860 in Mexico (<xref ref-type="bibr" rid="B21">Brotz et&#xa0;al., 2021</xref>). However, it is important to consider that jellyfish populations fluctuate naturally, and this is one of the main challenges in establishing long-term, productive jellyfish fisheries. For example, to maintain the economic productivity of the <italic>R. esculentum</italic> fishery in China, a stock enhancement program was developed to maintain and increase the catches in anticipation of a population collapse due to overfishing (<xref ref-type="bibr" rid="B42">Dong et&#xa0;al., 2009</xref>). In contrast, the collapse of the <italic>C. tuberculata</italic> population in the Mar Menor coastal lagoon (Spain) occurred after the jellyfish removal program was suspended (<xref ref-type="bibr" rid="B55">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>), suggesting that overfishing is not the only cause of population collapse.</p>
</sec>
<sec id="s2_6">
<label>2.6</label>
<title>Non-metagenic life cycle</title>
<p>The scyphozoan species do not require a metagenic life cycle to bloom (<xref ref-type="bibr" rid="B75">Hamner and Dawson, 2009</xref>). The most relevant holopelagic jellyfish of the class Scyphozoa capable massive proliferation <italic>Pelagia noctiluca</italic> (Forssk&#xe5;l, 1775) and <italic>Periphylla periphylla</italic> (P&#xe9;ron and Lesueur, 1810). The set of factors affecting their life cycle is likely to be similar to that described previously in this review, but their lack of a benthic stage justifies the inclusion of an additional section to discuss the transitions from planula to ephyra (<italic>P. noctiluca</italic>) and from fertilized egg to medusa (<italic>P. periphylla</italic>).</p>
<p>The mauve stinger, <italic>P. noctiluca</italic>, is one of the most conspicuous scyphozoan species in the western Mediterranean (<xref ref-type="bibr" rid="B24">Canepa et&#xa0;al., 2014</xref>). This species lacks a benthic phase, and the planula larva transforms directly into an ephyra (<xref ref-type="bibr" rid="B24">Canepa et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B146">Ramondenc et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B8">Ballesteros et&#xa0;al., 2021</xref>). The medusa stage can survive for more than one year (<xref ref-type="bibr" rid="B103">Lilley et&#xa0;al., 2014</xref>), shows different reproduction peaks during the same (<xref ref-type="bibr" rid="B119">Milisenda et&#xa0;al., 2018</xref>), and shows a heterogeneous bloom pattern and spatial variability across the Mediterranean Sea (<xref ref-type="bibr" rid="B113">Marambio et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B133">Pastor-Prieto et&#xa0;al., 2021</xref>, <xref ref-type="bibr" rid="B14">Bellido et al., 2020</xref>). The population dynamics seems to follow a regular seasonality (<xref ref-type="bibr" rid="B15">Benedetti-Cecchi et&#xa0;al., 2015</xref>) with the spawning period adapting to the most suitable temperature frame for the transition from planula to ephyra (<xref ref-type="bibr" rid="B150">Rosa et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B119">Milisenda et&#xa0;al., 2018</xref>). This seasonality is likely to be a product of evolutionary selection, as the larval survival rate through the planula to ephyra transition decreases from 50% to approximately 12% when the temperature requirements are not met (<xref ref-type="bibr" rid="B150">Rosa et&#xa0;al., 2013</xref>). However, during the medusa spawning period, when the gonads of <italic>P. noctiluca</italic> reach their largest size (<xref ref-type="bibr" rid="B119">Milisenda et&#xa0;al., 2018</xref>), certain fish species have been reported to selectively feed on these organs, which are more nutritious than the somatic tissues (<xref ref-type="bibr" rid="B120">Milisenda et&#xa0;al., 2014</xref>), but the impact of this selective foraging over the species dynamics requires further exploration. Finally, during the ephyra stage, as is the case for the species with a metagenic life cycle, food requirements must to be matched in quantity and quality for its proper development to the medusa phase (<xref ref-type="bibr" rid="B9">Ballesteros et&#xa0;al., 2022</xref>).</p>
<p>
<italic>P. periphylla</italic> is one of the scyphozoan blooming species that deviates the most from the metagenic life cycle and from the &#x2018;boom and boost&#x2019; appearance of the medusae. In this species the medusae appear after direct transformation from the fertilized egg, thus, lacking not only the benthic phase, but also the planula and ephyra stages (<xref ref-type="bibr" rid="B86">Jarms et&#xa0;al., 1999</xref>). Moreover, the medusa stage has a low growth rate, and a lifespan of several years (<xref ref-type="bibr" rid="B86">Jarms et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B10">B&#xe5;mstedt, 2023</xref>). The number of oocytes carried by a female <italic>P. periphylla</italic> increases with the medusa size and can be as high as 1000 oocytes per female in a 12 cm diameter, 9 year old female (<xref ref-type="bibr" rid="B11">B&#xe5;mstedt et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B10">B&#xe5;mstedt, 2023</xref>). This species has only been found in significant numbers in fjords, where there appears to be no predation or parasitism on the medusae, thus contributing to their longevity (<xref ref-type="bibr" rid="B57">Foss&#xe5;, 1992</xref>). Within the fjords, <italic>P. periphylla</italic> medusae make vertical migrations to the surface during the night for reproductive purposes, allowing the fertilized eggs to sink to depths that prevent their predation by visual predators (<xref ref-type="bibr" rid="B11">B&#xe5;mstedt et&#xa0;al., 2020</xref>), but leaving them vulnerable to the deep-water renewal (<xref ref-type="bibr" rid="B10">B&#xe5;mstedt, 2023</xref>). Despite this strategy, and analogous to the planula settlement or the ephyra to medusa transition, the mortality in the fertilized egg to medusa transition exceeds 90% and can be almost complete in most cases (<xref ref-type="bibr" rid="B10">B&#xe5;mstedt, 2023</xref>).</p>
</sec>
<sec id="s2_7">
<label>2.7</label>
<title>Combined effect of the control points over the life cycle</title>
<p>The predictability of jellyfish blooms is extremely limited because the &#x201c;never-ending jellyfish joyride&#x201d; is in fact strongly influenced by non-typically measured external conditions (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The magnitude of the link between planula settlement, polyp development, and medusae population size at any temporal and spatial scale is unexplored (<xref ref-type="bibr" rid="B67">Gibbons et&#xa0;al., 2016</xref>), but from our review it can be inferred that the blockage of the life cycle in any of the stages by any of the aforementioned factors can limit the occurrence of future blooms, while, on the other hand, the success of the different developmental stages may increase the number of individuals by orders of magnitude from tens, asexually in the benthic phase, to millions, sexually in the pelagic phase (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). This means that the collapse of a scyphozoan population can be followed by a sudden explosive recovery of the same through the survival of sparse medusae from the previous season or through the reception of a few new individuals that restore the population. Examples of the same are the recovery of the population of <italic>Mastigias</italic> sp. Agassiz, 1862 in the Jellyfish Lake (Palau) (<xref ref-type="bibr" rid="B117">Martin et&#xa0;al., 2006</xref>) or the recovery of the population of <italic>C. tuberculata</italic> in the Mar Menor (Spain) (<xref ref-type="bibr" rid="B56">Fern&#xe1;ndez-Al&#xed;as and P&#xe9;rez-Ruzafa, 2023</xref>). In the case of <italic>Mastigias</italic> sp., the collapse of the population was attributed to a warming of the waters beyond its tolerance limit, and the recovery of the same to a decrease in water temperature, both physical events driven by El Ni&#xf1;o/Southern Oscillation (ENSO) (<xref ref-type="bibr" rid="B35">Dawson et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B117">Martin et&#xa0;al., 2006</xref>). For <italic>C. tuberculata</italic>, the control of the population is part of a complex top-down and bottom-up equilibrium in which phytoplankton could prevent the light from reaching the substrate, thus inhibiting the strobilation, while <italic>C. tuberculata</italic> predates on the phytoplankton and the symbiont zooxanthellae compete with the same for nutrient uptake (<xref ref-type="bibr" rid="B137">P&#xe9;rez-Ruzafa et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B53">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B55">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B56">Fern&#xe1;ndez-Al&#xed;as and P&#xe9;rez-Ruzafa, 2023</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Effect and magnitude of the different factors modulating the biological processes of the developmental stages during the scyphozoan life cycle.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Developmental stage</th>
<th valign="top" align="left">Biological process</th>
<th valign="top" align="left">Factor</th>
<th valign="top" align="left">Effect</th>
<th valign="top" align="left">Magnitude</th>
<th valign="top" align="left">Studied species</th>
<th valign="top" align="left">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7">Planula</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Settlement</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Maximum yield</td>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">60% of the released planulae</td>
<td valign="top" rowspan="10" align="left" style="background-color:#b4c6e7">
<italic>Acromitus hardenbergi, Aurelia</italic> spp.<italic>, Catostylus tagi, Chrysaora</italic> spp., <italic>Cotylorhiza tuberculata, Cyanea</italic> spp., <italic>Nemopilema nomurai</italic>, <italic>Rhizostoma octopus, Rhopilema esculentum</italic>
</td>
<td valign="top" rowspan="10" align="left" style="background-color:#b4c6e7">
<xref ref-type="bibr" rid="B81">Holst and Jarms, 2007</xref>; <xref ref-type="bibr" rid="B87">Javidpour et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B98">Kuplik et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B58">Franco, 2016</xref>; <xref ref-type="bibr" rid="B44">Dong et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B62">Gambill et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B166">Takao and Uye, 2018</xref>; <xref ref-type="bibr" rid="B48">Feng et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B74">Gueroun et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B122">Miyake et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B17">Boughton et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B82">Holst et&#xa0;al., 2023</xref>
</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Temperature (not optimal)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Longer settlement time</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 30 days of delayed settlement</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Decreased settlement success</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 100% reduction of efficiency</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Salinity (not optimal)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Decreased settlement success and mortality</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 100% reduction of efficiency and up to 100% mortality</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Light (absence)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Decreased settlement success in zooxanthelated species</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 75% reduction of efficiency</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Increased settlement success in non-zooxanthelated species</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 40% increase of efficiency from high light intensity to low intensity or absence of light</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Substrate (type)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Better performance on artificial substrate</td>
<td valign="top" align="left" style="background-color:#b4c6e7">0 to 60% higher settlement on artificial substrate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Substrate (orientation)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Differential preferencies between species</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Generally better performance in substrate undersides</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Predation</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Removal of planulae</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Removal of 10 to 40 planulae &#xd7; ind<sup>-1</sup> &#xd7; h<sup>-1</sup>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Fouling organisms</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Reduction of available space</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Negative, not quantified</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Excystment</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Maximum yield</td>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">45% of the settled planulae</td>
<td valign="top" rowspan="5" align="left" style="background-color:#d9e2f3">
<italic>Catostylus tagi, Cyanea</italic> spp., <italic>Rhopilema esculentum</italic>
</td>
<td valign="top" rowspan="5" align="left" style="background-color:#d9e2f3">
<xref ref-type="bibr" rid="B59">Fu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B74">Gueroun et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B82">Holst et&#xa0;al., 2023</xref>
</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Temperature (not optimal)</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Decreased excystment success</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 100% reduction of efficiency</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Salinity (not optimal)</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Decreased excystment success</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 60% reduction of efficiency</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Salinity (oscillation)</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Decreased excystment success</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 27% reduction of efficiency</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Food</td>
<td valign="top" align="left" style="background-color:#d9e2f3">No effect</td>
<td valign="top" align="left" style="background-color:#d9e2f3">No effect</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7">Polyp</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Metamorphose from planulae</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Temperature (not optimal)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Abnormal polyp development</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 60% reduction in the number of tentacles per polyp</td>
<td valign="top" rowspan="3" align="left" style="background-color:#b4c6e7">
<italic>Catostylus tagi, Cyanea</italic> spp.</td>
<td valign="top" rowspan="3" align="left" style="background-color:#b4c6e7">
<xref ref-type="bibr" rid="B73">Gueroun et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B82">Holst et&#xa0;al., 2023</xref>
</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Salinity (not optimal)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Abnormal polyp development</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 20% reduction in the number of tentacles per polyp</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Food (absence)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Abnormal polyp development</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 50% reduction in the number of tentacles per polyp</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Asexual reproduction</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Maximum yield</td>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">8-30 polyps derived from the original</td>
<td valign="top" rowspan="14" align="left" style="background-color:#d9e2f3">
<italic>Aurelia</italic> spp.<italic>, Cassiopea</italic> sp., <italic>Cephea cephea, Cotylorhiza tuberculata, Chrysaora</italic> spp.<italic>, Lychnorhiza lucerna, Mastigias papua, Nemopilema nomurai, Phyllorhiza punctata, Rhizostoma</italic> spp.<italic>, Rhopilema esculentum, Sanderia malayensis</italic>
</td>
<td valign="top" rowspan="14" align="left" style="background-color:#d9e2f3">
<xref ref-type="bibr" rid="B79">Hernroth and Gr&#xf6;ndahl, 1983</xref>; <xref ref-type="bibr" rid="B145">Purcell et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B83">Holst et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B144">Purcell et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B40">Di Camillo et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B109">Lucas et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B132">Pascual et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B157">Schiariti et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B165">Takao et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B180">Wang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B172">Treible and Condon, 2019</xref>; <xref ref-type="bibr" rid="B147">Rato et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B148">Rekstad et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B155">Sch&#xe4;fer et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B168">Tang et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B182">Zang et&#xa0;al., 2023</xref>
</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Asexual reproduction strategy</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Better performance by multi-mode asexual reproduction species</td>
<td valign="top" align="left" style="background-color:#d9e2f3">0 to 95% asexual reproduction rate reduction from multi-mode to mono-mode strategy</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Temperature (not optimal)</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Decreased asexual reproduction rate</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 90% reduction of the asexual reproduction rate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Mortality of the polyps</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 100% in 30 days</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Temperature (optimal)</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Higher asexual reproduction rates at higher temperatures</td>
<td valign="top" align="left" style="background-color:#d9e2f3">2 to 5 times increase in the asexual reproduction rate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Salinity (not optimal)</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Decreased asexual reproduction rate</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 90% reduction of the asexual reproduction rate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Decreased survival rate</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 60% decrease in survival rate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Food (absence)</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Inhibition of asexual reproduction</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 100% reduction of the asexual reproduction rate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Food (absence) + Temperature (optimal)</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Polyp mortality</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 100% polyp mortality</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Light (absence)</td>
<td valign="top" align="left" style="background-color:#d9e2f3">No effect</td>
<td valign="top" align="left" style="background-color:#d9e2f3">No effect</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Long-term cultures</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Transgenerational loss of asexual reproduction capacity</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 30% of asexual reproduction rate decay</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Fouling organisms</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Displacement and mass mortality by slimy surface organisms</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 100% of species replacement</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Colonization of sessile organisms&#x2019; hard structures</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Positive, not quantified</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Predation</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Removal of polyps</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 300 polyps &#xd7; ind<sup>-1</sup> &#xd7; day<sup>-1</sup>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7">Strobila</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Strobilation</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Maximum yield</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Monodisc strobilation</td>
<td valign="top" align="left" style="background-color:#b4c6e7">1 ephyra/polyp</td>
<td valign="top" rowspan="13" align="left" style="background-color:#b4c6e7">
<italic>Aurelia</italic> spp., <italic>Cassiopea</italic> spp., <italic>Catostylus mosaicus, Cephea cephea</italic>, <italic>Chrysaora hysoscella, Cotylorhiza tuberculata, Cyanea</italic> spp., <italic>Lychnorhiza lucerna, Mastigias papua, Nausithoe aurea Nemopilema nomurai, Phyllorhiza punctata, Rhizostoma</italic> spp., <italic>Rhopilema</italic> spp., <italic>Stomolopus meleagris</italic>
</td>
<td valign="top" rowspan="13" align="left" style="background-color:#b4c6e7">
<xref ref-type="bibr" rid="B94">Kikinger, 1992</xref>; <xref ref-type="bibr" rid="B145">Purcell et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B160">Stampar et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B61">Fuentes et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B4">Astorga et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B80">Holst, 2012</xref>; <xref ref-type="bibr" rid="B109">Lucas et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B132">Pascual et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B172">Treible and Condon, 2019</xref>; <xref ref-type="bibr" rid="B47">Feng et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B46">Enrique-Navarro et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B155">Sch&#xe4;fer et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B88">Jensen et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B176">Wang F. et&#xa0;al., 2023</xref>
</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Polydisc strobilation</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 30 ephyrae/polyp</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Temperature (oscillation)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Trigger strobilation</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 80% increase in total strobilating polyps</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Temperature (not optimal)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Inhibition of strobilation</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 100% reduction in the strobilation rate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Polyp mortality</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 100% polyp mortality</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Salinity (not optimal)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Inhibition of strobilation</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 100% reduction in the strobilation rate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Light (absence)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Inhibition of strobilation in some zooxanthelated species</td>
<td valign="top" align="left" style="background-color:#b4c6e7">100% reduction in the strobilation rate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Zooxanthellae (absence)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Inhibition of strobilation in some zooxanthelated species</td>
<td valign="top" align="left" style="background-color:#b4c6e7">100% reduction in the strobilation rate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Microbiome (absence)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Inhibition of strobilation</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 85% reduction in the strobilation rate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Food (absence)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Inhibition of strobilation</td>
<td valign="top" align="left" style="background-color:#b4c6e7">100% reduction in the strobilation rate</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Polyp mortality</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 100% polyp mortality</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">pH (future scenario)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Malformed ephyrae</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Abnormal rhopalium development</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Long-term cultures</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Increased ephyra production per polyp</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to double the number of ephyrae per polyp</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Post-strobilation</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Stress</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Calyx diameter shrinkage</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 75% reduction of calyx diameter</td>
<td valign="top" rowspan="3" align="left" style="background-color:#d9e2f3">
<italic>Aurelia</italic> spp., <italic>Cotylorhiza tuberculata, Cyanea nozakii, Nemopilema nomurai, Rhopilema</italic> spp.<italic>, Rhizostoma pulmo</italic>
</td>
<td valign="top" rowspan="3" align="left" style="background-color:#d9e2f3">
<xref ref-type="bibr" rid="B94">Kikinger, 1992</xref>; <xref ref-type="bibr" rid="B106">Lotan et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B61">Fuentes et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B28">Chi et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Polyp&#x2019; residuum mortality</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 100% polyp mortality</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Regrowth of the tentacles and survival</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 100% polyp recovery</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7">Ephyra</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Ephyra to medusa transition</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Maximum yield</td>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">1 medusa per ephyra</td>
<td valign="top" rowspan="8" align="left" style="background-color:#b4c6e7">
<italic>Aurelia</italic> spp., <italic>Cassiopea xamachana, Cephea cephea, Chrysaora</italic> spp., <italic>Cotyorhiza tuberculata, Cyanea nozakii, Lychnorhiza lucerna, Pelagia noctiluca, Phyllorhiza punctata, Rhizostoma pulmo</italic>, <italic>Stomolophus meleagris</italic>
</td>
<td valign="top" rowspan="8" align="left" style="background-color:#b4c6e7">
<xref ref-type="bibr" rid="B85">Ishii et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B4">Astorga et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B175">Wang and Li, 2015</xref>; <xref ref-type="bibr" rid="B177">Wang and Sun, 2015</xref>; <xref ref-type="bibr" rid="B26">Carrizo et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B27">Chambel et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B121">Miranda et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B155">Sch&#xe4;fer et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B9">Ballesteros et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B125">Muffett et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B179">Wang P. et&#xa0;al., 2023</xref>
</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Temperature (optimal)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Reduced time in the ephyra to medusa transition</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Not quantified</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Temperature (not optimal)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Ephyrae mortality</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 100% ephyrae mortality</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Salinity (not optipal)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Ephyrae mortality</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to threefold increase in mortality risk</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Food (quality and quantity)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Reduction in growth</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 45% reduction in growth under inadequate feeding regime</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Ephyrae mortality</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 100% ephyrae mortality under inadequate feeding regime</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Light (absence)</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Reduced growth and bleaching in zooxanthelated species</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Up to 4.5 times reduction in size in growth experiments</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7"/>
<td valign="top" align="left" style="background-color:#b4c6e7">Predation</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Removal of ephyrae</td>
<td valign="top" align="left" style="background-color:#b4c6e7">Removal of more than 7 ephyrae &#xd7; ind-1 &#xd7; h<sup>-1</sup>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3">Medusa</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Growth and sexual reproduction</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Maximum yield</td>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">1.7&#xd7;10<sup>4</sup> to 2&#xd7;10<sup>6</sup> planulae per female</td>
<td valign="top" rowspan="7" align="left" style="background-color:#d9e2f3">
<italic>Acromitus hardenbergi, Aurelia</italic> spp.<italic>, Cassiopea</italic> spp.<italic>, Catostylus</italic> spp., <italic>Cephea cephea, Chrysaora</italic> spp., <italic>Cotylorhiza tuberculata, Crambione</italic> spp, <italic>Crambionella</italic> spp., <italic>Cyanea</italic> spp., <italic>Dyrmonema</italic> spp., <italic>Linuche unguiculata, Lobonema smithi, Lobonemoides</italic> spp., <italic>Lychnorhiza lucerna, Nemopilema nomurai, Periphylla periphylla, Phyllorhiza punctata, Rhizostoma</italic> spp., <italic>Rhopilema</italic> spp., <italic>Stomolophus meleagris</italic>
</td>
<td valign="top" rowspan="7" align="left" style="background-color:#d9e2f3">
<xref ref-type="bibr" rid="B97">Kremer et&#xa0;al., 1990</xref>; <xref ref-type="bibr" rid="B94">Kikinger, 1992</xref>; <xref ref-type="bibr" rid="B108">Lucas, 1996</xref>; <xref ref-type="bibr" rid="B89">Kawahara et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B12">Bayha et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B77">Heaslip et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B29">Chiaverano et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B19">Brotz, 2016</xref>; <xref ref-type="bibr" rid="B11">B&#xe5;mstedt et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B53">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B30">Ciriaco et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B10">B&#xe5;mstedt, 2023</xref>; <xref ref-type="bibr" rid="B112">Mammone et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B179">Wang P. et&#xa0;al., 2023</xref>
</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Size of the individual</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Increased gametes/planulae production with size</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Positive</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Parasitism</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Decreased medusa diameter</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 20% reduction in size</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Lower egg production</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 50% reduction in egg production</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Higher egg size</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 30% increase in egg sizes</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Predation</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Removal of medusae</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Up to 330kg of medusae &#xd7; ind<sup>-1</sup> &#xd7; day<sup>-1</sup>
</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3"/>
<td valign="top" align="left" style="background-color:#d9e2f3">Fisheries</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Removal of medusae</td>
<td valign="top" align="left" style="background-color:#d9e2f3">7.5&#xd7;10<sup>8</sup> kg of medusae &#xd7; year<sup>-1</sup>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Studied species and references are indicated for each biological process. The rows were shaded differently for each biological process to ease the reading.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Main challenges and future research directions</title>
<p>The small size and fragility of the larval stages (planula, polyp and ephyra) of scyphozoan species has limited the number of field studies on them, as it is difficult to find them and monitor their interactions with biotic and abiotic factors (<xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B116">Marques et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B53">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B174">van Walraven et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B102">Leoni et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B17">Boughton et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B182">Zang et&#xa0;al., 2023</xref>). However, far from being discouraging, it should be noted that since the proposal of the conceptual framework for a general increase of jellyfish in the ocean (<xref ref-type="bibr" rid="B1">Arai, 2001</xref>; <xref ref-type="bibr" rid="B140">Purcell, 2005</xref>; <xref ref-type="bibr" rid="B144">Purcell et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B149">Richardson et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B141">Purcell, 2012</xref>), our knowledge of the factors that contribute to modulate the intensity of proliferations has greatly increased (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<p>Nevertheless, we are still far from developing truly useful predictive modeling tools, given the limited number of species for which each individual factor has been studied (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) and the asymmetric response of different scyphozoan species to biotic and abiotic factors (<xref ref-type="bibr" rid="B145">Purcell et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B157">Schiariti et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). This likely limits the reliability of multispecies analyses across broad spatial and temporal scales (<xref ref-type="bibr" rid="B20">Brotz et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B31">Condon et&#xa0;al., 2013</xref>), but reinforces the need to build models that are site- and species-specific (<xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2021</xref>). In this line, we propose a future research path that addresses the main knowledge gaps and sources of variability in jellyfish abundance to improve our understanding of the complex interactions (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Main potential sources of abundance variability and gaps in knowledge along the potential research pathway to improve our forecast on scyphozoan jellyfish blooms.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-11-1349956-g003.tif"/>
</fig>
<sec id="s3_1">
<label>3.1</label>
<title>Planula stage</title>
<p>The planula stage is affected by physiological stress, interspecific competition for the substrate, and predation. However, even if suboptimal environmental conditions for planula settlement reduce the success of this biological process (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), in nature planulae are typically released under optimal settlement conditions (<xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B150">Rosa et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B58">Franco, 2016</xref>; <xref ref-type="bibr" rid="B17">Boughton et&#xa0;al., 2023</xref>). Therefore, we believe that planula settlement is more likely to be constrained by substrate availability and predation. We propose a potential research pathway to increase our knowledge of planula settlement efficiency in nature: testing the effects of substrate competition with both other potential settlers and previous colonizers, and calculating the effect of predation on planulae over the initial polyp population density.</p>
<p>Planulae are known to settle efficiently on bare substrate (<xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B58">Franco, 2016</xref>; <xref ref-type="bibr" rid="B17">Boughton et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B82">Holst et&#xa0;al., 2023</xref>), but the competition for hard substrate in the ocean is one of the clearest examples of competition in nature (<xref ref-type="bibr" rid="B38">Dial and Roughgarden, 1998</xref>; <xref ref-type="bibr" rid="B32">Connolly and Roughgarden, 1999</xref>). This substrate is typically dominated by species with an adult benthic phase, but the experimental designs of planula settlement have mostly been conducted on non-living substrates. The only examples we are aware of are a settlement experiment of <italic>C. tuberculata</italic>&#x2019;s planulae on living oyster&#x2019;s shells with 0% settlement success (<xref ref-type="bibr" rid="B58">Franco, 2016</xref>), and a second in which <italic>C. nozakii</italic>&#x2019;s planulae were uncapable of settling on plates heavily colonized with biofouling organisms (<xref ref-type="bibr" rid="B48">Feng et&#xa0;al., 2021</xref>). Therefore, we suggest conducting planula settlement experiments in living mesocosms with bare and colonized substrate.</p>
<p>Marine species with a benthic adult phase have pulses of reproductive activity when the larvae are released into the water column before resettling to complete the life cycle (<italic>e.g.</italic> <xref ref-type="bibr" rid="B69">Gittings et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B25">C&#xe1;rdenas and Aranda, 2000</xref>), and planulae compete with the larval pool present in the water column for the space in which to settle (<xref ref-type="bibr" rid="B17">Boughton et&#xa0;al., 2023</xref>). However, the observation of this competition is based on a single scyphozoan species and ecosystem (<xref ref-type="bibr" rid="B17">Boughton et&#xa0;al., 2023</xref>), and a quantification of the magnitude of the competition is lacking (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). This highlights the need for settlement experiments with a larval pool of potential colonizers rather than just the scyphozoan planulae.</p>
<p>Finally, even though there is some evidence for the presence of planulae&#x2019;s predators (<xref ref-type="bibr" rid="B87">Javidpour et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B98">Kuplik et&#xa0;al., 2015</xref>), the effect of planula removal by naturally present predators on population dynamics is unknown, indicating the need for further research on planula exposure to potential predators.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Polyp stage</title>
<p>The polyp stage faces a similar set of factors as the planula stage (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), but contrary to what happened to the planulae, the perennial presence of polyps in most scyphozoan life cycle strategies (<xref ref-type="bibr" rid="B52">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2021</xref>) implies that the role of physiological stress is higher in this stage. In fact, the further away the polyp population is from its optimal conditions, the lower the asexual reproduction rate and the higher the polyp mortality rate (<xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B176">Wang F. et&#xa0;al., 2023</xref>). Therefore, when constructing polyp density models, it is important to consider where the thresholds of tolerance are and how long the benthic population is exposed to these inadequate conditions. Our information on these thresholds is limited to a few species, and yet it is sufficient to determine that they are species specific (<xref ref-type="bibr" rid="B145">Purcell et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B157">Schiariti et&#xa0;al., 2014</xref>). Thus, it is a prerequisite to know the thresholds, the decline in asexual reproduction, and the survival of the modeled species under inadequate conditions.</p>
<p>Most studies of polyp population dynamics have been conducted in the absence of competitors, synergistic organisms, or predators (<xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B142">Purcell et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B157">Schiariti et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B172">Treible and Condon, 2019</xref>). These interactions should not be neglected, as their overall balance may be detrimental to the scyphozoan polyp populations (<xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B182">Zang et&#xa0;al., 2023</xref>). To fully understand polyp dynamics, it is necessary to increase the biological complexity of the mesocosms in which the physiological stress experiments are conducted.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Strobila and post-strobila stages</title>
<p>Strobilation is a stressful process for polyp populations (<xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>), and their posterior recovery is not guaranteed in some species, while others have better chances (<xref ref-type="bibr" rid="B139">Prieto et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B61">Fuentes et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B49">Feng et&#xa0;al., 2017</xref>). In this context, it remains unclear why certain conditions, which could be cold or heat waves, trigger the strobilation process, when their return to normal water temperatures could affect the correct development of ephyrae into medusae (<xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). It has also been shown that the strobilation process and the ephyra production are affected by the minimum sea temperature reached during the winter season, the length of the winter season, the water warming speed and the food regime (<xref ref-type="bibr" rid="B50">Feng et&#xa0;al., 2015a</xref>; <xref ref-type="bibr" rid="B51">Feng et&#xa0;al., 2015b</xref>; <xref ref-type="bibr" rid="B107">Loveridge et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B181">Zang et&#xa0;al., 2022</xref>), factors that should be further studied to increase our bloom predicting tools.</p>
<p>A better understanding of the process could be achieved with a complete description of the molecular mechanism of strobilation (Helm et&#xa0;al., 2018), but for now our knowledge of the molecular pathway is limited to certain aspects and to the genus <italic>Aurelia</italic> (<xref ref-type="bibr" rid="B60">Fuchs et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B18">Brekhman et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B92">Khalturin et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B88">Jensen et&#xa0;al., 2023</xref>). In fact, we are not aware of the presence of the gene CL390, the most overexpressed gene in the strobilation process (<xref ref-type="bibr" rid="B60">Fuchs et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B18">Brekhman et&#xa0;al., 2015</xref>), in any other scyphozoan species outside this genus. In the nucleotide database (GenBank) of the National Center for Biotechnology Information (<ext-link ext-link-type="uri" xlink:href="https://www.ncbi.nlm.nih.gov/">https://www.ncbi.nlm.nih.gov/</ext-link>, accessed on 30 November 2023) there are only 4 DNA sequences of the gene translated into this protein, all of them belonging to <italic>Aurelia</italic>, and launching a Basic Local Alignment Search Tool (BLAST) with the most permissive parameters does not provide any additional sequence from a scyphozoan species (Fern&#xe1;ndez-Al&#xed;as, A., unpublished result). Of the four available sequences, only two are supported by a publication, the one sequenced in <xref ref-type="bibr" rid="B60">Fuchs et&#xa0;al. (2014)</xref> and the one from <xref ref-type="bibr" rid="B18">Brekhman et&#xa0;al. (2015)</xref>. Moreover, their transcribed proteins have only 68% identity (<xref ref-type="bibr" rid="B18">Brekhman et&#xa0;al., 2015</xref>), and their expression is induced by opposite temperature changes, a decrease in the case of the <xref ref-type="bibr" rid="B60">Fuchs et&#xa0;al. (2014)</xref> gene and an increase in the case of the <xref ref-type="bibr" rid="B18">Brekhman et&#xa0;al. (2015)</xref> gene. Therefore, there is a need for more transcriptomic analysis throughout the life cycle of the different scyphozoan species.</p>
<p>Finally, polyp populations have been reported to decrease their asexual reproduction rate within successive generations, but this may be associated with a higher ephyra production per polyp (<xref ref-type="bibr" rid="B28">Chi et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B82">Holst et&#xa0;al., 2023</xref>), and the overall balance of long-lived polyp populations in ephyra production remains unclear. In addition, medusae developed from long-lived polyp cultures in the aquarium may show abnormal pulsation or even absence of pulsation (Fern&#xe1;ndez-Al&#xed;as, pers. obs.), suggesting a need for refreshment of benthic populations.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Ephyra stage</title>
<p>It takes between 10 and 150 days for the ephyrae to reach the medusa stage, with an average success rate of less than 30% (<xref ref-type="bibr" rid="B85">Ishii et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B89">Kawahara et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B61">Fuentes et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B4">Astorga et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B53">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B73">Gueroun et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). Predation and physiological stress have been identified as the two most important factors affecting mortality at the ephyra stage (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), but evidence is limited. The extremely fast digestion rate of the medusa phase has made it difficult to detect them as prey by stomach content analysis (<xref ref-type="bibr" rid="B3">Arai et&#xa0;al., 2003</xref>), and given their smaller size, the lack of detection of the ephyra phase in predator stomachs should be more acute. In fact, all the collected evidence on predation of ephyrae is based on their direct exposure to predators in aquarium experiments (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), and the list of potential predators is likely to be much more extensive than those observed so far. The composition of the planktonic community available for the ephyrae to prey on is likely to influence proper development to the medusa stage (<xref ref-type="bibr" rid="B27">Chambel et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B121">Miranda et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B9">Ballesteros et&#xa0;al., 2022</xref>), suggesting the need to monitor the plankton assemblages along the ephyrae and medusae and conduct experiments to determine the most appropriate diet for the ephyrae. Finally, the disappearance of ephyrae when temperature conditions were inadequate has been observed in long-term studies (<xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>), but they did not discriminate whether temperature was the primary cause of mortality or whether it was starvation or the long-term exposure to potential predators without reaching the medusa phase. Thus, physiological stress experiments need to be conducted to determine the resilience of the ephyrae to inadequate conditions for their development.</p>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Medusa phase</title>
<p>Once a bloom of a species occurs, interest usually shifts to the socioeconomic impacts of the massive proliferation and how to mitigate them (<xref ref-type="bibr" rid="B16">Bosch-Belmar et&#xa0;al., 2020</xref>), and less attention is paid to the implications of its development for subsequent seasons. In fact, attention to future blooms seems to have gained interest only since the development of jellyfish fisheries threatened by interannual variability in medusae abundance (<xref ref-type="bibr" rid="B22">Brotz et&#xa0;al., 2017</xref>), and yet not many efforts have been made to calculate the biological parameters required to implement sustainable fishing programs (<xref ref-type="bibr" rid="B130">Palomares and Pauly, 2008</xref>; <xref ref-type="bibr" rid="B19">Brotz, 2016</xref>; <xref ref-type="bibr" rid="B53">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B105">L&#xf3;pez-Mart&#xed;nez et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B102">Leoni et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B13">Behera et&#xa0;al., 2022</xref>). Traditionally considered a trophic &#x201c;dead end&#x201d; (<xref ref-type="bibr" rid="B76">Hays et&#xa0;al., 2018</xref>), medusae are not typically included in ecosystem management models (<xref ref-type="bibr" rid="B135">Pauly et&#xa0;al., 2008</xref>), and larval stages are even less likely to be included in these models, despite their potential to influence adult abundance (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The inclusion of jellyfish in ecological models is particularly important in small, sheltered ecosystems, since the smaller the ecosystem, the greater the importance of jellyfish as keystone species (<xref ref-type="bibr" rid="B135">Pauly et&#xa0;al., 2008</xref>), to the point where they can act as top pelagic predators and as a buffer against dystrophic crises in eutrophicated coastal lagoons (<xref ref-type="bibr" rid="B137">P&#xe9;rez-Ruzafa et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B55">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B54">Fern&#xe1;ndez-Al&#xed;as et&#xa0;al., 2023</xref>). In this line, it is also important to consider that the trophic role of scyphozoan jellyfish changes between species, within species between locations, and throughout their ontogeny (<xref ref-type="bibr" rid="B83">Holst et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B114">Marques et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B178">Wang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B101">Leoni et&#xa0;al., 2022</xref>). For the correct implementation of these models, we need to put more effort in the parameterization of jellyfish growth and in the determination of trophic links with upper and lower levels.</p>
</sec>
</sec>
<sec id="s4" sec-type="conclusions">
<label>4</label>
<title>Conclusions</title>
<p>The scyphozoan life cycle has the potential to numerically increase the number of individuals in the order of several million during a single generation, but the contour conditions can block the life cycle and cause a collapse of the population. The complex interactions between the different developmental stages of the life cycle and the set of biotic and abiotic factors are the main causes of the interannual variability in the abundance of the medusa phase, the most conspicuous stage of the life cycle. During the last decade we have increased our knowledge of the controlling factors that modulate the densities of the different developmental stages, but we are still far from being able to provide reliable predictions of the scyphozoan blooms. Therefore, it is important to distinguish between what it is known and what remains a gap in knowledge to effectively direct the future research on this topic.</p>
<p>Temperature seems to be the most important factor involved in the correct development of the life cycle, triggering processes and favoring the transition between phases when it is optimal, and causing mass mortality or abnormal development when it is not. The second important factor is the availability of food, the quality and quantity of which modulate the asexual reproduction, the strobilation process and the somatic growth. In general, the factors regulating the transition between the different stages of the life cycle would be what allows the species to anticipate adequate conditions for the development and growth of the individuals. In this context, food availability, productivity, and temperature act in concert with salinity, being it a key factor in many tropical and sheltered habitats, prone to host scyphozoan blooms, where salinity fluctuates due to storms, flash floods, and evapotranspiration, affecting the life cycle and the species distribution. In the same way, salinity may play a key role in the Mediterranean Sea under temperature rising scenarios. Despite their importance, these factors are reported to act asymmetrically between the different scyphozoan species, and here appears one of the most important limitations in our ability to predict massive proliferations: the knowledge we have generated is species-specific and cannot be extrapolated to the whole class. Moreover, for most of the species the magnitude of the effect of these factors in some (or in all) of the biological processes that take place during the life cycle is unknown.</p>
<p>A second gap in our knowledge is the interspecific interactions between the scyphozoan species and the other faunistic groups. As a scientific community, we have reported the existence of numerous relationships between scyphozoan jellyfish and the other groups, including predator-prey interactions, both in the benthic and the pelagic stages, competition for the substrate in the planula settlement and polyp dynamics, symbiosis, commensalism, and parasitism. However, the description of the relationships is still in its infancy, not yet quantified and most likely we still underestimate the number of predators and competitors for the different stages.</p>
<p>To improve our forecasting ability, our research should focus on determining the parameters needed to implement ecosystem-based models. This includes determining the environmental tolerance limit for each species and stage, parameterizing how the growth, asexual reproduction, strobilation and mortality rates vary under inadequate conditions, and determining the interspecific and trophic relationships by progressively increasing the complexity of the design of the mesocosms in which the experiments are conducted.</p>
</sec>
<sec id="s5" sec-type="author-contributions">
<title>Author contributions</title>
<p>AF-A: Conceptualization, Formal analysis, Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. CM: Funding acquisition, Project administration, Writing &#x2013; review &amp; editing. APR: Conceptualization, Funding acquisition, Project administration, Supervision, Visualization, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study has been supported by the project Monitoring the Ecological State of the Mar Menor funded by the General Directorate of the Mar Menor of the Community of the Region of Murcia. AF-A was supported by Fundaci&#xf3;n S&#xe9;neca, Regi&#xf3;n de Murcia (Spain), grant number 21449/FPI/20. This work has also benefited from funding from the different projects on &#x201c;Monitoring and predictive analysis of the ecological state evolution of the Mar Menor lagoon ecosystem and prevention of impacts (2016&#x2013;2023)&#x201d; financed by the General Directorate of the Mar Menor of the Autonomous Community of the Region of Murcia.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>This study was conducted as part of the Ph.D. dissertation of AF-A. We extend our gratitude totwo reviewers whose comments improved the quality of the manuscript.</p>
</ack>
<sec id="s7" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec id="s8" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
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