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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2023.1224067</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Emergence of the subtropical sea urchin <italic>Centrostephanus rodgersii</italic> as a threat to kelp forest ecosystems in northern New Zealand</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Balemi</surname>
<given-names>Celia A.</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2309244"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shears</surname>
<given-names>Nick T.</given-names>
</name>
<uri xlink:href="https://loop.frontiersin.org/people/240984"/>
</contrib>
</contrib-group>
<aff id="aff1">
<institution>Leigh Marine Laboratory, Institute of Marine Science, University of Auckland</institution>, <addr-line>Leigh</addr-line>, <country>New Zealand</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Gretchen E Hofmann, University of California, Santa Barbara, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Neville Scott Barrett, University of Tasmania, Australia; Tin Yan Hui, Lingnan University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Celia A. Balemi, <email xlink:href="mailto:cbal409@aucklanduni.ac.nz">cbal409@aucklanduni.ac.nz</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>03</day>
<month>08</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1224067</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>05</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>14</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Balemi and Shears</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Balemi and Shears</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>Marine protected areas have long been proposed as a key tool to restore lost food web interactions and increase the resilience of ecosystems to climate change impacts. However, a changing climate can result in the arrival of new species or differentially affect native species, which can alter ecosystem dynamics and make it difficult to predict how ecosystems will respond to protection. The long-spined sea urchin <italic>Centrostephanus rodgersii</italic> is a well-known range extender with large impacts on kelp forest ecosystems, yet its response to warming and long-term marine protection has not been examined within its native range. We examine long-term trends in <italic>C. rodgersii</italic> and the endemic sea urchin <italic>Evechinus chloroticus</italic> following no-take protection within the Poor Knights Islands Marine Reserve, in northeastern Aotearoa New Zealand, from 1999-2022, and compare with population trends at an unprotected island group. Within the marine reserve, <italic>E. chloroticus</italic> decreased in density, became more cryptic, and urchin barrens associated with this species largely disappeared, whereas in fished areas, populations and extent of barrens remained stable. This differing response between the reserve and fished location is consistent with a top-down effect and greater abundance of predatory fish in the reserve. In contrast, the subtropical sea urchin <italic>C. rodgersii</italic> increased in abundance by 9.3 times in the Poor Knights Island Marine Reserve and 4.3 times at the fished location, with areas of urchin barrens associated with this species developing at both locations. This increase coincides with substantial warming over the monitoring period (0.25&#xb0;C decade<sup>-1</sup>) and low numbers of key predators (rock lobster) at both reserve and fished locations. This highlights the emerging threat of <italic>C. rodgersii</italic> to rocky reefs in the region and how marine protection alone may not increase resilience to this threat. This suggests multifaceted management approaches are needed to mitigate the impacts of emerging pest species and increase the resilience of temperate reef ecosystems in a warming climate.</p>
</abstract>
<kwd-group>
<kwd>native invader</kwd>
<kwd>urchin barrens</kwd>
<kwd>ocean warming</kwd>
<kwd>predator loss</kwd>
<kwd>marine reserves</kwd>
<kwd>marine protected areas</kwd>
<kwd>temperate reefs</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="111"/>
<page-count count="13"/>
<word-count count="7819"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Global Change and the Future Ocean</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>The loss of top predators has cascading effects and has led to long-term shifts in the structure and function of many ecosystems worldwide (<xref ref-type="bibr" rid="B31">Estes et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B86">Ripple et&#xa0;al., 2014</xref>). Consequently, the protection and restoration of predator populations is considered an important management action to restore trophic interactions, increase ecosystem stability and resistance to climate change impacts (<xref ref-type="bibr" rid="B85">Ripple and Beschta, 2012</xref>; <xref ref-type="bibr" rid="B86">Ripple et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B88">Sala and Giakoumi, 2018</xref>; <xref ref-type="bibr" rid="B75">Peleg, et al., 2023</xref>). However, climate change can lead to the arrival of new species through range extensions (<xref ref-type="bibr" rid="B58">Ling et&#xa0;al., 2009a</xref>; <xref ref-type="bibr" rid="B78">Poloczanska et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B79">Pratchett et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B109">Verg&#xe9;s et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B71">Pecl et&#xa0;al., 2017</xref>) and irruptions (large increase) of native species (<xref ref-type="bibr" rid="B15">Carey et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B38">Greenville et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B90">Sambaraju et&#xa0;al., 2019</xref>) that can alter ecosystem dynamics and lead to novel trophic pathways (<xref ref-type="bibr" rid="B26">Edwards and Richardson, 2004</xref>; <xref ref-type="bibr" rid="B69">Miranda et&#xa0;al., 2019</xref>). These irruptions are generally facilitated by interactive stressors that reduce overall ecosystem resilience, making them more prone to stress and concurrent outbreaks (<xref ref-type="bibr" rid="B12">Breitburg and Riedel, 2005</xref>; <xref ref-type="bibr" rid="B81">Purcell, 2012</xref>; <xref ref-type="bibr" rid="B6">Ban et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B61">Ling et&#xa0;al., 2015</xref>). While the protection of predators is expected to limit irruptions of both native and introduced species (<xref ref-type="bibr" rid="B57">Ling et&#xa0;al., 2009b</xref>; <xref ref-type="bibr" rid="B110">Wallach et&#xa0;al., 2015</xref>), predator populations and their recovery following protection can also be influenced by climate change (<xref ref-type="bibr" rid="B28">Eisenlord et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B43">Harvell et&#xa0;al., 2019</xref>) and the extent of historic population depletion (<xref ref-type="bibr" rid="B45">Hutchings and Reynolds, 2004</xref>; <xref ref-type="bibr" rid="B70">Neubauer et&#xa0;al., 2013</xref>). Thus, in a changing environment, it is becoming increasingly difficult to predict how food webs and ecosystems will respond to protection (<xref ref-type="bibr" rid="B110">Wallach et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B84">Rilov et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B39">Hammerschlag et&#xa0;al., 2022</xref>).</p>
<p>In temperate marine environments, the overharvesting of predators on rocky reefs has long been attributed to the loss of kelp forests in many regions worldwide (<xref ref-type="bibr" rid="B104">Steneck et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B33">Filbee-Dexter and Scheibling, 2014</xref>; <xref ref-type="bibr" rid="B61">Ling et&#xa0;al., 2015</xref>). The loss of predators often triggers a trophic release of herbivorous sea urchins, leading to the deforestation of kelp forests, leaving large areas of reef devoid of kelp (termed &#x201c;urchin barrens&#x201d;) with reduced productivity, biodiversity and function (<xref ref-type="bibr" rid="B46">Jackson et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B104">Steneck et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B33">Filbee-Dexter and Scheibling, 2014</xref>). These urchin barrens represent alternative stable states, maintained by strong feedback mechanisms that can persist for decades and be extremely difficult to reverse (<xref ref-type="bibr" rid="B33">Filbee-Dexter and Scheibling, 2014</xref>; <xref ref-type="bibr" rid="B61">Ling et&#xa0;al., 2015</xref>). Nevertheless, in many cases the protection of predators and a concomitant population increase has resulted in a reversal of this pattern with the recovery of kelp forests (<xref ref-type="bibr" rid="B30">Estes and Palmisano, 1974</xref>; <xref ref-type="bibr" rid="B4">Babcock et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B94">Shears and Babcock, 2002</xref>; <xref ref-type="bibr" rid="B95">Shears and Babcock, 2003</xref>; <xref ref-type="bibr" rid="B91">Sangil et&#xa0;al., 2012</xref>). This was observed in Alaska where the protection and subsequent recolonization of sea otters (<italic>Enhydra lutris</italic>) resulted in significant declines of sea urchins and a reforestation of kelp (<xref ref-type="bibr" rid="B29">Estes and Duggins, 1995</xref>). Similarly, within no-take marine protected areas (MPAs), the recovery of large predatory fishes and rock lobster has resulted in the reverse shift from urchin barrens to kelp forest following decades of protection (<xref ref-type="bibr" rid="B4">Babcock et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B9">Behrens and Lafferty, 2004</xref>; <xref ref-type="bibr" rid="B24">Edgar et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B27">Eger and Baum, 2020</xref>; <xref ref-type="bibr" rid="B75">Peleg et al., 2023</xref>). Consequently, the protection of predators in no-take MPAs is widely considered one of the most effective management tools for restoring trophic interactions and reversing the impacts of fishing on kelp forest ecosystems (<xref ref-type="bibr" rid="B88">Sala and Giakoumi, 2018</xref>).</p>
<p>The protection of predators within MPAs is expected to increase the resilience of kelp forests and mitigate the impacts of climate change (<xref ref-type="bibr" rid="B55">Ling and Johnson, 2012</xref>; <xref ref-type="bibr" rid="B36">Gallardo et&#xa0;al., 2017</xref>). However, climate change poses a number of novel threats making it difficult to predict how these ecosystems will respond to marine protection. Warming oceans can have direct impacts on kelps via heat stress (<xref ref-type="bibr" rid="B111">Wernberg et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B34">Filbee-Dexter et&#xa0;al., 2020</xref>) and can also lead to the arrival of new organisms or the expansion of native species that alter ecosystem dynamics and often result in the loss of habitat forming kelps (<xref ref-type="bibr" rid="B54">Ling, 2008</xref>; <xref ref-type="bibr" rid="B109">Verg&#xe9;s et&#xa0;al., 2014</xref>). For example, the subtropical sea urchin <italic>Centrostephanus rodgersii</italic> (commonly known as the &#x201c;long-spined sea urchin&#x201d;) has extended its range into eastern Tasmania resulting in the extensive loss of kelp forests with flow-on impacts to biodiversity, ecosystem services and local fisheries (<xref ref-type="bibr" rid="B48">Johnson et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B54">Ling, 2008</xref>; <xref ref-type="bibr" rid="B58">Ling et&#xa0;al., 2009a</xref>; <xref ref-type="bibr" rid="B76">Perkins et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B59">Ling and Keane, 2018</xref>). While this range extension is related to long-term oceanic warming and the poleward expansion of the East Australian Current, it has also been facilitated by the overfishing of the spiny lobster <italic>Jasus edwardsii</italic>, which is considered the main predator of <italic>C. rodgersii</italic> in the region (<xref ref-type="bibr" rid="B57">Ling et&#xa0;al., 2009b</xref>; <xref ref-type="bibr" rid="B47">Johnson et&#xa0;al., 2011</xref>). The protection of predators, primarily <italic>J. edwardsii</italic>, in Tasmanian marine reserves has been shown to increase resilience to the initial formation of <italic>C. rodgersii</italic> barrens, but in new reserves where extensive barrens already occur, there was no evidence for the recovery of kelp forests (<xref ref-type="bibr" rid="B77">Perkins et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B60">Ling and Keane, 2021</xref>). This highlights how the abundance and impacts of range extenders can be exacerbated by the removal of predators through overfishing.</p>
<p>
<italic>C. rodgersii</italic> also occurs along the northeastern coast of Aotearoa New Zealand where it is widely expected to increase in abundance and range in response to oceanic warming (<xref ref-type="bibr" rid="B74">Pecorino et&#xa0;al., 2013a</xref>; <xref ref-type="bibr" rid="B107">Thomas et&#xa0;al., 2021</xref>). Given the extent of habitat degradation seen in Tasmania (<xref ref-type="bibr" rid="B48">Johnson et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B54">Ling, 2008</xref>; <xref ref-type="bibr" rid="B59">Ling and Keane, 2018</xref>), there is concern over how a population increase would impact kelp forest communities in New Zealand. However, there is currently no information on the long-term population trends of <italic>C. rodgersii</italic> in this region and how it may respond to warming, overfishing of predators, or marine protection. While <italic>C. rodgersii</italic> has previously been described as having extended its range to northeastern New Zealand (<xref ref-type="bibr" rid="B72">Pecorino et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B14">Byrne and Andrew, 2020</xref>), it was first recorded in New Zealand in 1897 and is considered to be a native species (<xref ref-type="bibr" rid="B32">Fell, 1949</xref>). It is most common in areas that are strongly influenced by the warm East Auckland current, specifically the northern-most part of the country and at offshore islands along the northeast coast (<xref ref-type="bibr" rid="B3">Ayling, 1974</xref>; <xref ref-type="bibr" rid="B83">Riddell, 1980</xref>; <xref ref-type="bibr" rid="B18">Choat and Schiel, 1982</xref>; <xref ref-type="bibr" rid="B20">Cole et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B74">Pecorino et&#xa0;al., 2013a</xref>; <xref ref-type="bibr" rid="B14">Byrne and Andrew, 2020</xref>; <xref ref-type="bibr" rid="B107">Thomas et&#xa0;al., 2021</xref>).</p>
<p>Unlike in eastern Australia, <italic>C. rodgersii</italic> has historically only occurred in low numbers and is not known to form urchin barrens in New Zealand (<xref ref-type="bibr" rid="B18">Choat and Schiel, 1982</xref>; <xref ref-type="bibr" rid="B92">Schiel, 1984</xref>; <xref ref-type="bibr" rid="B49">Jones and Andrew, 1990</xref>; <xref ref-type="bibr" rid="B96">Shears and Babcock, 2004</xref>; <xref ref-type="bibr" rid="B14">Byrne and Andrew, 2020</xref>). Instead, the endemic sea urchin <italic>Evechinus chloroticus</italic> or &#x201c;kina&#x201d; is the dominant sea urchin species and forms extensive areas of urchin barrens on many rocky reefs in the region (<xref ref-type="bibr" rid="B18">Choat and Schiel, 1982</xref>; <xref ref-type="bibr" rid="B2">Andrew, 1988</xref>; <xref ref-type="bibr" rid="B96">Shears and Babcock, 2004</xref>). An increase in <italic>E. chloroticus</italic> abundance and prevalence of associated urchin barrens in northeastern New Zealand has been linked to overfishing of its major predators, snapper (<italic>Chrysophrys auratus)</italic> and spiny lobster (<italic>J. edwardsii)</italic>, however within long-established marine reserves (30 years +), this pattern has been reversed with the recovery of predators and subsequent trophic interactions (<xref ref-type="bibr" rid="B4">Babcock et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B94">Shears and Babcock, 2002</xref>; <xref ref-type="bibr" rid="B95">Shears and Babcock, 2003</xref>). It is currently unknown whether these predators can play a similar role in controlling <italic>C. rodgersii</italic> populations within MPAs, and how these interactions may be influenced by climate change. While the rate of long-term ocean warming in northeastern New Zealand is lower than that in Tasmania (<xref ref-type="bibr" rid="B99">Shears and Bowen, 2017</xref>; <xref ref-type="bibr" rid="B105">Sutton and Bowen, 2019</xref>), the region has experienced large marine heatwaves in recent years (<xref ref-type="bibr" rid="B89">Salinger et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B10">Bell et&#xa0;al., 2022</xref>), and a more recent analysis of satellite-derived SST since 1982 suggests higher rates of warming in northeastern New Zealand than previously reported (<xref ref-type="bibr" rid="B105">Sutton and Bowen, 2019</xref>). Consequently, recent warming trends in the region may have promoted similar increases in <italic>C. rodgersii</italic> with wider consequences for rocky reef communities.</p>
<p>In this study, we examine long-term trends in both the endemic sea urchin <italic>E. chloroticus</italic> and the subtropical sea urchin <italic>C. rodgersii</italic>, and the extent of urchin barrens associated with both species, at a protected and unprotected offshore archipelago in northeastern, New Zealand: The Poor Knights Island Marine Reserve (PKI) and the Mokohinau Islands. The PKI have been fully protected from all forms of fishing since 1998, whereas the Mokohinau Is are heavily fished by recreational and commercial fishers. Predatory fish numbers, primarily <italic>C. auratus</italic>, have increased dramatically following protection at PKI (<xref ref-type="bibr" rid="B22">Denny et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B93">Schiel et&#xa0;al., 2018</xref>), but unlike mainland marine reserves there has been no evidence for the recovery of lobster (<italic>J. edwardsii</italic> and <italic>Sagmariasus verreauxi</italic>; <xref ref-type="bibr" rid="B106">Taylor et&#xa0;al., 2011</xref>). Shallow reefs at both locations were surveyed in 1999, 8 months after the PKI reserve was established, and found that while both sea urchin species were common, <italic>E. chloroticus</italic> was considerably more abundant and dominated the urchin barren habitat (<xref ref-type="bibr" rid="B96">Shears and Babcock, 2004</xref>; <xref ref-type="bibr" rid="B98">Shears et&#xa0;al., 2008</xref>). Ongoing monitoring of these sites from 1999-2022 provides a unique opportunity to examine how these two sea urchin species have responded to marine protection over a period of ocean warming. Based on long-term changes observed in coastal reserves, we expected the recovery of predators at PKI to result in a long-term decline in density of <italic>E. chloroticus</italic> and associated urchin barren habitat. In contrast, there is little understanding on how <italic>C. rodgersii</italic> may be impacted by marine protection or conversely how this species has responded to recent warming trends (<xref ref-type="bibr" rid="B105">Sutton and Bowen, 2019</xref>). Based on trends seen in Tasmania, we predicted a long-term increase in <italic>C. rodgersii</italic> in relation to warming, but this would be less evident in the reserve if predators were effective at controlling <italic>C. rodgersii</italic> densities and increasing resilience to barren formation. To better understand the potential drivers of changes over this period, we also provide an updated analysis of trends in satellite-derived SST data and quantified lobster populations at both locations in 2022 as there was limited available data on the abundance of lobster and their response to protection. Therefore, by comparing long-term trends in the two sea urchin species between a marine reserve and a fished location, we aimed to (1) gain a better understanding of long-term trends in <italic>C. rodgersii</italic> populations in northern New Zealand, and (2) assess the role of marine reserves as a management option for mitigating their impacts.</p>
</sec>
<sec id="s2">
<title>Methods</title>
<sec id="s2_1">
<title>Study locations</title>
<p>Tawhiti Rahi and Aorangi Island's, commonly known as the Poor Knights Islands, are located 22&#xa0;km off the northeastern coast of Aotearoa New Zealand (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>). The islands were fully protected from fishing in a no-take MPA in October 1998, which encompasses the whole island chain to 800&#xa0;m offshore (1890&#xa0;ha; <xref ref-type="bibr" rid="B101">Sim-Smith and Kelly, 2009</xref>). The islands are an extremely popular dive location with ~15,000 divers visiting annually and are known for the pristine habitat, high fish abundance and clear water (<xref ref-type="bibr" rid="B101">Sim-Smith and Kelly, 2009</xref>). The Mokohinau Islands are located 55&#xa0;km to the southeast and provide a fished control for PKI due to their similar hydrological and topographic features, and biological communities (<xref ref-type="bibr" rid="B22">Denny et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B98">Shears et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B25">Edgar et&#xa0;al., 2017</xref>). Both locations have high wave-exposure, are remote from land-based impacts and are influenced by the East Auckland Current that flows south east along the eastern side of the North Island, leading to temperatures roughly 1&#xb0;C warmer than the mainland coast (<xref ref-type="bibr" rid="B96">Shears and Babcock, 2004</xref>). This has a strong influence on the species assemblages and there is a rich diversity of both subtropical and temperate species (<xref ref-type="bibr" rid="B16">Choat and Ayling, 1987</xref>; <xref ref-type="bibr" rid="B17">Choat et&#xa0;al., 1988</xref>; <xref ref-type="bibr" rid="B93">Schiel et&#xa0;al., 2018</xref>). The dominant reef fish species are the same at both island groups and reef fish communities are very similar, but the PKI generally has a higher diversity and abundance of subtropical species (<xref ref-type="bibr" rid="B13">Brook, 2002</xref>; <xref ref-type="bibr" rid="B1">Allard, 2020</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Location of the Poor Knights Islands Marine Reserve and the Mokohinau Islands (MOK - fished) in northeastern Aotearoa New Zealand <bold>(A)</bold>. Warming trends at the Poor Knights Islands based on satellite derived sea surface temperature (SST) <bold>(B)</bold>. The subtropical sea urchin <italic>Centrostephanus rodgersii</italic> at the Poor Knights Islands note there are three C. rodgersii evident in <bold>(C)</bold>, with approximate sizes of 20, 50 and 100 mm test diameter. <bold>(C)</bold> and areas of <italic>C rodgersii</italic> barrens at the Poor Knights Islands that have developed over the course of this study <bold>(D)</bold> (1999-2022). Long-term SST anomaly from 1982-2022 were based on daily OISST v.2.1 extracted for the closest grid point to the Poor Knights Islands (174.625&#xb0;E, 35.3750&#xb0;S). Loess smoother (red solid line) and linear regression (red dashed line; Slope: 0.20 &#xb1; 0.06&#xb0;C decade<sup>-1</sup>, t = 3.71, p&lt;0.001). Dashed black line shows linear regression over monitoring period (1999-2022, Slope: 0.25 &#xb1; 0.1&#xb0;C decade<sup>-1</sup>, t = 2.47, p &lt; 0.001). Photos: N. Shears <bold>(C)</bold> and P. Caiger <bold>(D)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1224067-g001.tif"/>
</fig>
<p>Shallow subtidal reef communities at both island groups are typical of temperate reef ecosystems being dominated by large brown macroalgae (Laminariales and Fucales) with sea urchins as the dominant grazers (<xref ref-type="bibr" rid="B18">Choat and Schiel, 1982</xref>; <xref ref-type="bibr" rid="B96">Shears and Babcock, 2004</xref>). Large macroalgae typically have a bimodal depth distribution with mixed assemblages of fucoids (predominantly <italic>Carpophyllum</italic> spp.) and kelps (<italic>Ecklonia radiata</italic> and <italic>Lessonia variegata)</italic> dominating the shallow water (&lt;5&#xa0;m depth) and dense forests of <italic>E. radiata</italic> at depths below 10&#xa0;m (<xref ref-type="bibr" rid="B18">Choat and Schiel, 1982</xref>; <xref ref-type="bibr" rid="B92">Schiel, 1984</xref>; <xref ref-type="bibr" rid="B97">Shears et&#xa0;al., 2004</xref>). The sea urchin <italic>E. chloroticus</italic> typically dominates at intermediate depths (5-10&#xa0;m) and can form urchin barrens, but turfing and foliose algae may also be common in this zone (<xref ref-type="bibr" rid="B96">Shears and Babcock, 2004</xref>). The depth limits of these broad zones and species composition also vary around the islands in relation to wave exposure (<xref ref-type="bibr" rid="B96">Shears and Babcock, 2004</xref>; <xref ref-type="bibr" rid="B98">Shears et&#xa0;al., 2008</xref>). While environmental conditions and reef communities are similar between the two locations from a regional perspective, the density of exposed <italic>E. chloroticus</italic> and extent of associated urchin barrens were lower at the PKI at the start of this study (1999), indicating some inherent differences prior to protection. <italic>C. rodgersii</italic> has historically been common at both island chains, but densities were generally low with no reported impacts on kelp forest communities (<xref ref-type="bibr" rid="B83">Riddell, 1980</xref>; <xref ref-type="bibr" rid="B18">Choat and Schiel, 1982</xref>; <xref ref-type="bibr" rid="B92">Schiel, 1984</xref>; <xref ref-type="bibr" rid="B49">Jones and Andrew, 1990</xref>; <xref ref-type="bibr" rid="B96">Shears and Babcock, 2004</xref>). Three other species of urchins also occur in low numbers on the reefs at the study locations (<italic>Diadema palmeri</italic>, <italic>Diadema savignyi</italic> and <italic>Heilocidaris tuberculata</italic>). Both <italic>Diadema</italic> species were not recorded in the quadrat surveys, and only eight <italic>H. tuberculata</italic> have been recorded in quadrats over the course of the study (1029 quadrats in total).</p>
</sec>
<sec id="s2_2">
<title>Trends in sea surface temperature</title>
<p>Remote-sensed daily SST measurements from 1<sup>st</sup> January 1982 to 30<sup>th</sup> May 2022 were obtained for both locations from NOAAs Optimum Interpolation Sea Surface Temperature v2.1 (NOAA OI SST; <xref ref-type="bibr" rid="B44">Huang et&#xa0;al., 2021</xref>). The daily SST anomaly fields are calculated relative to a 1971-2000 climatology. These data are available in &#xbc;&#xb0; grid format and were extracted for the nearest available points to the PKI (174.625&#xb0;E, 35.575&#xb0;S) and the Mokohinau Is (175.125&#xb0;E, 35.875&#xb0;S). Monthly SST anomalies were calculated over the time series and trends were analysed using linear regression separately for the entire time series (Jan 1982-May 2022) and across the monitoring period (Jan 1999-May 2022). Generalized Least Squares regression was used to account for auto-correlation by including an autoregressive process (AR1) for the residuals. A model comparison approach (AIC) was used for each analysis to determine whether it was necessary to include the autoregressive process in the linear model. Monthly anomalies from the two grid points were highly correlated (Pearson correlation coefficient = 0.96) and regression slopes were indistinguishable, so only data from the PKI grid point are presented. To examine seasonal variation in long-term trends, the monthly SST anomaly was averaged by season for each year (Austral seasons: Summer: Dec-Feb, Autumn: Mar-May, Winter: Jun-Aug, Spring: Sept-Nov). Long-term trends in SST were analysed separately for each season using the same approach as above.</p>
</sec>
<sec id="s2_3">
<title>Monitoring site locations and survey methodology</title>
<p>Shallow reef monitoring sites were initially surveyed at the PKI and Mokohinau Is in June 1999, 8 months after the PKI became a full no-take marine reserve (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>; <xref ref-type="bibr" rid="B96">Shears and Babcock, 2004</xref>; <xref ref-type="bibr" rid="B98">Shears et&#xa0;al., 2008</xref>). Nine sites were initially surveyed in each location spanning a mix of gradual to steep sloping reefs down to a depth of at least 12&#xa0;m, providing representative examples of rocky reef habitat around each island group (<xref ref-type="bibr" rid="B98">Shears et&#xa0;al., 2008</xref>). GPS coordinates were taken at each site, along with a photograph of the intertidal rock formations, to allow exact relocation of sites during subsequent surveys. The site monitoring at each of the island groups have been sporadically surveyed since 1999, with eight of the sites in each location sampled in 2019 and 2022.</p>
<p>At each site, a line transect was sampled down the reef to estimate the overall extent of urchin barrens and other major habitat types. The transect (a leaded rope marked with 5&#xa0;m increments) was run perpendicular to the shore on a fixed compass bearing from mean low water (MLW) out to the reef edge or to a maximum of 15&#xa0;m depth (below MLW), whichever occurred first. The habitat type, depth and rock type were recorded every 5m along each transect, with habitat types and protocol described in <xref ref-type="bibr" rid="B96">Shears and Babcock (2004)</xref>. The total length of each transect differed among sites due to differing topography and slope of the reef; ranging from 15 to 110&#xa0;m (mean: 69.4&#xa0;m) at the PKI and 20 to 100&#xa0;m (mean: 60.6&#xa0;m) at the Mokohinau Is. The type of urchin barren was also classified according to which urchin species were present; &#x201c;<italic>E. chloroticus</italic> barrens&#x201d; were characterised as when only exposed <italic>E. chloroticus</italic> were present<italic>, &#x201c;C. rodgersii</italic> barrens&#x201d; are when <italic>C. rodgersii</italic> were present and no exposed <italic>E. chloroticus</italic> occurred, or &#x201c;Mixed barrens&#x201d; if both <italic>C. rodgersii</italic> and exposed <italic>E. chloroticus</italic> were present. Note that small cryptic <italic>E. chloroticus</italic> may be present in <italic>C. rodgersii</italic> barrens, but these would not be openly grazing the reef and <italic>C. rodgersii</italic> were considered to have the main grazing impact.</p>
<p>The abundance and size structure of macroalgae and mobile macroinvertebrates was quantified at each site in three depth ranges (4-6, 7-9 and 10-12&#xa0;m) with 1 m<sup>2</sup> quadrats. For the purpose of this study only data on sea urchin size and abundance is presented and analysed. All sea urchins were counted in five 1m<sup>2</sup> quadrats that were haphazardly sampled in each depth range, within 5&#xa0;m either side of the transect line. The test diameter (TD) of all urchins was measured and the behaviour of <italic>E. chloroticus</italic> was recorded as either &#x201c;cryptic&#x201d; when hidden or in a crevice or &#x201c;exposed&#x201d; when the urchin was out in the open. This behavioural information was not recorded for <italic>C. rodgersii</italic> in the original surveys as this species typically exhibits cryptic behaviour in New Zealand, even at large sizes. In the 2022 surveys, 95% of <italic>C. rodgersii</italic> recorded were classified as being cryptic and 5% exposed.</p>
</sec>
<sec id="s2_4">
<title>Changes in sea urchin abundance and extent of urchin barrens</title>
<p>The statistical analysis was restricted to 1999, 2019 and 2022, the years when all eight sites were sampled in both locations. Counts of <italic>C. rodgersii</italic> and exposed and cryptic <italic>E. chloroticus</italic> were analysed with a general linear mixed model (GLMM) using the lme4 package (<xref ref-type="bibr" rid="B7">Bates et&#xa0;al., 2015</xref>) in R (v. 4.1717, <xref ref-type="bibr" rid="B82">R Core Team, 2021</xref>). A Poisson distribution was used to analyse count data for each species testing the effects of fixed factors Location (PKI or Mokohinau Is), Year (1999, 2019, 2022) and Depth (DR2: 4-6&#xa0;m, DR3: 7-9&#xa0;m, DR4: 10-12&#xa0;m<bold>)</bold>, with Site as a random effect variable. A model selection approach was used based on the Akaike&#x2019;s Information Criterion (AIC), using the AICcmodavg package (<xref ref-type="bibr" rid="B67">Mazerolle, 2023</xref>). For each test, the model with the lowest AIC value or the model with the fewest explanatory variables with a &#x25b3;<sub>AIC </sub>&lt;2 (&#x25b3;<sub>AIC</sub> = AIC<sub>model</sub> &#x2013; AIC<sub>lowest AIC from set of models</sub>) was selected (<xref ref-type="bibr" rid="B67">Mazerolle, 2023</xref>). Diagnostic plots of model residuals were visualized and checked using the DHARMa package to ensure that the model assumptions were fulfilled (<xref ref-type="bibr" rid="B42">Hartig, 2022</xref>). <italic>Post hoc</italic> Tukey tests were run on each GLMM to compare which levels of each factor was significant along with an ANOVA to test the overall significance of the model effects. To assess the magnitude of change in <italic>C. rodgersii</italic> populations between 1999 and 2022, a separate GLMM was run using the count data from the PKI and Mokohinau Is separately with Year (1999 &amp; 2022) as a fixed factor.</p>
<p>The overall coverage of urchin barrens habitat at each site was estimated as a percentage of total length of the line transect at each site. The presence or absence of urchin barrens at each 5&#xa0;m interval along the transect was analysed using a GLMM with binomial distribution, with the fixed factors Location (PKI or Mokohinau Is), Year (1999, 2019, 2022) and Depth (continuous), and Site as a random effect. The best model was selected using AIC and diagnostic plots were run to ensure all model assumptions were fulfilled (as in above analyses). ANOVA was used to test the overall significance of model effects and <italic>post hoc</italic> Tukey tests were run on the GLMM to compare which levels of each factor was significant. Estimated marginal means of linear trends for the continuous predictor variable Depth at each location was compared using the emtrends function in the emmeans package (<xref ref-type="bibr" rid="B53">Lenth et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s2_5">
<title>Rock lobster abundance and size</title>
<p>The only known predators of <italic>C. rodgersii</italic> in New Zealand are the spiny lobster (<italic>J. edwardsii</italic>) and packhorse rock lobster (<italic>S. verreauxi</italic>; <xref ref-type="bibr" rid="B57">Ling et&#xa0;al., 2009b</xref>; <xref ref-type="bibr" rid="B55">Ling and Johnson, 2012</xref>; <xref ref-type="bibr" rid="B21">Day et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B102">Smith et&#xa0;al., 2022</xref>). To characterise population abundance and size structure of these two species, transect surveys were undertaken at 9 sites at both PKI and Mokohinau Is between February-April 2022. Surveys were carried out at this time of year as this is when both male and female <italic>J. edwardsii</italic> are concentrated on shallow reefs for mating (<xref ref-type="bibr" rid="B63">MacDiarmid, 1991</xref>; <xref ref-type="bibr" rid="B50">Kelly and MacDiarmid, 2003</xref>; <xref ref-type="bibr" rid="B41">Hanns et&#xa0;al., 2022</xref>).</p>
<p>Methods were consistent to those used for long-term rock lobster monitoring in other northern New Zealand marine reserves (<xref ref-type="bibr" rid="B63">MacDiarmid, 1991</xref>; <xref ref-type="bibr" rid="B52">LaScala-Gruenewald et&#xa0;al., 2021</xref>). At each site, two to three 50 x 10&#xa0;m transects were surveyed on contiguous reef in two depth zones (&lt;10&#xa0;m and 10-25&#xa0;m). Along each transect, all available habitat was searched, and any lobsters found were counted, identified to species, sexed and their carapace length estimated visually with the aid of a ruler. Due to very low counts of lobster recorded on transects, and a predominance of zero counts, statistical analysis was not possible and unnecessary.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Trends in sea surface temperature</title>
<p>Significant warming was evident at the PKI and Mokohinau Is (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1B</bold>
</xref>), with an increase of 0.20 &#xb1; 0.06&#xb0;C per decade over the satellite record from January 1982 to May 2022 (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>) and a rate of warming of 0.25 &#xb1; 0.10&#xb0;C decade<sup>-1</sup> over the period of this study (1999-2022: <xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>). There was a very warm period in 1999 coinciding with the beginning of the monitoring period and SST has been consistently above average since 2015. There was also strong seasonality in the rate of warming over the satellite area, with greatest rates of warming in summer (0.27 &#xb1; 0.08&#xb0;C decade<sup>-1</sup>) and autumn (0.30 &#xb1; 0.07&#xb0;C decade<sup>-1</sup>) and no significant warming trend in winter and spring (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF2">
<bold>Supplementary Figure&#xa0;2</bold>
</xref>). Similar seasonal patterns were evident over the monitoring period (1999-2022), again with high rates of warming in summer (0.42 &#xb1; 0.17&#xb0;C decade<sup>-1</sup>) and autumn (0.35 &#xb1; 0.14&#xb0;C decade<sup>-1</sup>), but no evidence of warming in winter and spring (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s3_2">
<title>Sea urchin density and size structure</title>
<p>The long-term trend in the density of exposed <italic>E. chloroticus</italic> varied between the two locations and with depth, as indicated by a significant interaction between Year, Location and Depth (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST2">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). Exposed <italic>E. chloroticus</italic> density was generally highest in the 4-6&#xa0;m depth stratum and lower in the deeper strata (7-9 and 10-12&#xa0;m; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST3">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). The density of exposed <italic>E. chloroticus</italic> gradually declined in the PKI marine reserve from 1999-2022 across all depths, and very few exposed individuals were recorded in the most recent surveys (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). At the Mokohinau Is, exposed <italic>E. chloroticus</italic> densities remained relatively stable, except for a sharp decline between 2019 and 2022 at 4-6&#xa0;m and 7-9&#xa0;m.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Mean density of Exposed and Cryptic <italic>E. chloroticus</italic> and <italic>C. rodgersii</italic> at the fished Mokohinau Is (Fished) and in the Poor Knights Islands Marine Reserve from 1999 to 2022 across three depth ranges (4-6m, 7-9m, 10-12m). The years used for statistical analysis were 1999, 2019 &amp; 2022.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1224067-g002.tif"/>
</fig>
<p>The density of cryptic <italic>E. chloroticus</italic> did not differ between the two locations but there was a significant effect of Year and with Depth (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST2">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). Cryptic <italic>E. chloroticus</italic> were most abundant in the shallow stratum (4-6&#xa0;m) and declined with depth (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST3">
<bold>Supplementary Table&#xa0;3</bold>
</xref>). At the PKI, the density of cryptic <italic>E. chloroticus</italic> exhibited a gradual increase over time. In contrast, cryptic <italic>E. chloroticus</italic> at the Mokohinau Is were generally stable over time, except for the sharp increase in 2022 at 4-6 and 7-9&#xa0;m, which coincided with the decline in exposed individuals at these depths (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<p>The size structure of <italic>E. chloroticus</italic> has remained relatively stable over time at the PKI (<xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>). In 1999, the majority of large urchins (&gt;70&#xa0;mm TD) were exposed whereas these large size classes have become increasingly cryptic over time (<xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>). At the Mokohinau Is, the population has been consistently dominated by large, exposed urchins (&gt;70&#xa0;mm), but an increased proportion of these large individuals exhibited a cryptic behaviour in 2022 (<xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>). The size-structure data also highlights the shift in behaviour of <italic>E. chloroticus</italic> at PKI, where the proportion of exposed individuals has declined over time with the majority of individuals (95%) being cryptic and hidden in crevices in 2022 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF3">
<bold>Supplementary Figure&#xa0;3</bold>
</xref>). In contrast, at the Mokohinau Is, most sea urchins have remained exposed over time, except in 2022 when a higher percentage (56%) were cryptic than in previous years (~23%).</p>
<p>The density of <italic>C. rodgersii</italic> increased over the 23-year study period at both locations (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>), but this increase was greatest at the PKI as reflected by a significant interaction between Location x Year (<xref ref-type="supplementary-material" rid="ST2">
<bold>Supplementary Table&#xa0;2</bold>
</xref>). The increase in density was evident across all depths but densities were generally highest in the two deepest stratum. The greatest relative increase occurred in the 4-6&#xa0;m depth range as <italic>C. rodgersii</italic> was not recorded in this depth range in 1999 and was indicated in the significant Year x Depth interaction (<xref ref-type="supplementary-material" rid="ST2">
<bold>Supplementary Tables&#xa0;2</bold></xref>, <xref ref-type="supplementary-material" rid="ST3">
<bold>3</bold>
</xref>). Overall, the density of <italic>C. rodgersii</italic> increased by 9.3 times (CL<sub>95</sub>: 5.5-15.8, 1999-2022: <italic>p</italic> &lt; 0.001) between 1999 and 2022 at the PKI and 4.3 times (CL<sub>95</sub>: 2.6-6.9, 1999-2022: <italic>p</italic> &lt; 0.001) at the Mokohinau Is (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). In 1999, the size structure of <italic>C. rodgersii</italic> at the PKI and Mokohinau Is was dominated by low numbers of large individuals (&#x2265;80 mm TD; <xref ref-type="supplementary-material" rid="SF4">
<bold>Supplementary Figure&#xa0;4</bold>
</xref>), whereas subsequent surveys recorded a greater range of sizes with a higher proportion of smaller urchins, including individuals &lt;50&#xa0;mm in the most recent surveys (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;1C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SF4">
<bold>Supplementary Figure&#xa0;4</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<title>Extent and type of urchin barrens</title>
<p>The Mokohinau Is generally had higher total barren cover than the PKI (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>) with the respective long-term averages of 31.1% and 10.28% of reef &lt;15&#xa0;m deep (<xref ref-type="supplementary-material" rid="ST1">
<bold>Supplementary Tables&#xa0;4A&#x2013;C</bold>
</xref>). The cover of urchin barrens did not differ at the two locations at the start and end of the time series (1999 vs. 2022), but the two locations had differing patterns over time (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; Year x Location: <italic>p</italic> = 0.0058, <xref ref-type="supplementary-material" rid="ST4">
<bold>Supplementary Table&#xa0;4B</bold>
</xref>). Urchin barren cover at the Mokohinau Is, was significantly higher in 2019, whereas at the PKI, there was no significant difference between 1999, 2019 and 2022 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="ST4">
<bold>Supplementary Table&#xa0;4C</bold>
</xref>). There was a general downward trend at PKI between 2006 and 2021, and a subsequent increase in 2022 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). There was also a significant Location x Depth interaction (<xref ref-type="supplementary-material" rid="ST2">
<bold>Supplementary Table 2</bold>
</xref>, <italic>p</italic> = 0.004) and <italic>post hoc</italic> tests revealed the presence of barrens increased with depth at the PKI (<xref ref-type="supplementary-material" rid="ST4">
<bold>Supplementary Table&#xa0;4D</bold>
</xref>), but there was no effect of depth at the Mokohinau Is (<xref ref-type="supplementary-material" rid="ST4">
<bold>Supplementary Table&#xa0;4D</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Mean extent of urchin barrens on shallow reefs (0-15&#xa0;m depth) at the fished Mokohinau Is (MOK &#x2013; Fished, grey line) and in the Poor Knights Is Marine Reserve (PKI &#x2013; Reserve, black solid line) from 1999 to 2022. Pie charts indicate relative proportion of different urchin barren types during each survey: <italic>E. chloroticus</italic> barren (black), <italic>C. rodgersii</italic> barren (white) and mixed barren, i.e. both species present (grey). The years used for statistical analysis were 1999, 2019 &amp; 2022.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1224067-g003.tif"/>
</fig>
<p>While the overall extent of urchin barrens at both locations did not differ between 1999 and 2022, there was a large change in the type of urchin barrens that dominated each location. In 1999, <italic>E. chloroticus</italic> barrens were dominant at both locations and <italic>C. rodgersii</italic> barrens were not recorded (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). At the PKI, there has been a general decline in the proportion of <italic>E. chloroticus</italic> barrens, with none recorded in 2022 and an increase in the predominance of <italic>C. rodgersii</italic> barrens (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). <italic>C. rodgersii</italic> barrens were first recorded at PKI in 2006 at two sites (Frasers and Cleanerfish), occurring at depths of 10-12&#xa0;m in areas that were previously classified as kelp forest. The establishment of <italic>C. rodgersii</italic> barrens has primarily occurred at depths &#x2265;10 m, whereas <italic>E. chloroticus</italic> barrens were historically more common on shallower reef, as evident in the density data (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). At the Mokohinau Is, <italic>E. chloroticus</italic> barrens have remained the dominant barren type in shallow water (&gt;10m), but <italic>C. rodgersii</italic> barrens have also established in deeper water (&#x2265;10 m) and the relative contribution of <italic>C. rodgersii</italic> barrens has increased over time (<xref ref-type="fig" rid="f2">
<bold>Figures&#xa0;2</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>). The increase in <italic>C. rodgersii</italic> barrens contributed to the high overall barren cover in 2019 and the subsequent decrease in barren cover in 2022 was due to a decline in <italic>E. chloroticus</italic> barrens at some of the sites (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<title>Rock lobster size and abundance</title>
<p>The density of lobster was very low at both locations (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>), with lobster only present on 3 out of 24 transects (12.5%) at Mokohinau Is and 4 out of 27 transects (15%) at PKI. For <italic>J. edwardsii</italic>, only one individual was recorded at the Mokohinau Islands (Carapace length [CL]: 110&#xa0;mm) and four at the PKI (26 transects, CL: 110, 110, 125, 130 mm). <italic>S. verreauxi</italic> were slightly more common, with four recorded at the Mokohinau Is (CL: 110-145&#xa0;mm) and eight recorded at the PKI (CL: 90-160&#xa0;mm).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Mean density of rock lobster species <italic>J. edwardsii</italic> and <italic>S. verreauxi</italic> at the fished Mokohinau Islands (MOK - Fished) and in the Poor Knights Islands Marine Reserve (PKI - Reserve).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-10-1224067-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The densities and population structure of the two sea urchins, <italic>E. chloroticus</italic> and <italic>C. rodgersii</italic>, exhibited markedly different responses in relation marine reserve protection over the 23-year period. Densities of exposed <italic>E. chloroticus</italic> declined in the Poor Knights Islands Marine Reserve and urchin barrens associated with this species disappeared over the 23-year period. In contrast, densities of exposed <italic>E. chloroticus</italic> remained relatively stable at the fished location, with no long-term change in the extent of associated barrens. These results are consistent with a top-down effect of the very high abundance of predatory fish in the reserve (<xref ref-type="bibr" rid="B22">Denny et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B93">Schiel et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B1">Allard, 2020</xref>) and demonstrate how urchin barrens associated with this species can be reversed following marine protection. In contrast, the densities of the subtropical sea urchin <italic>C. rodgersii</italic> increased significantly at both reserve and non-reserve sites, with a concomitant emergence and increase in the extent of urchin barrens associated with this species (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1D</bold>
</xref>). The increase in this species coincides with significant ocean warming in northeastern New Zealand over the study period and the increase in the marine reserve suggests a lack of predators capable of preventing this outbreak. Despite full protection from fishing at the PKI, our surveys found very low numbers of rock lobster (<italic>J. edwardsii</italic> and <italic>S. verreauxi</italic>), which are likely the most important predators of <italic>C. rodgersii</italic> in northern New Zealand. Our results demonstrate the emerging threat <italic>C. rodgersii</italic> poses to rocky reefs in the region and how marine protection alone may not increase resilience to this threat.</p>
<p>Long-term population trends of the common sea urchin <italic>E. chloroticus</italic> followed similar patterns to those seen inside and outside other marine reserves in northeastern New Zealand, with long-term declines in exposed urchins and associated barrens within marine reserves due to increased predation (<xref ref-type="bibr" rid="B4">Babcock et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B95">Shears and Babcock, 2003</xref>; <xref ref-type="bibr" rid="B25">Edgar et&#xa0;al., 2017</xref>). The long-term decline in <italic>E. chloroticus</italic> and a shift to predominantly cryptic behaviour within the PKI marine reserve is most likely attributable to the large increase in abundance and size of <italic>C. auratus</italic> (<xref ref-type="bibr" rid="B22">Denny et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B93">Schiel et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B1">Allard, 2020</xref>), which are important predators of <italic>E. chloroticus</italic> (<xref ref-type="bibr" rid="B94">Shears and Babcock, 2002</xref>; <xref ref-type="bibr" rid="B103">Spyksma et&#xa0;al., 2017</xref>). Despite the rapid increase in <italic>C. auratus</italic> populations in the PKI marine reserve (<xref ref-type="bibr" rid="B22">Denny et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B93">Schiel et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B1">Allard, 2020</xref>), the declines in <italic>E. chloroticus</italic> numbers and associated barrens were gradual, taking ~20 years for a complete decline in <italic>E. chloroticus</italic> barren habitat to be seen. This is consistent with other marine reserves globally, where trophic interactions on non-fished species take on average 13 years to manifest, while fished species generally recover much faster (~5 years; <xref ref-type="bibr" rid="B5">Babcock et&#xa0;al., 2010</xref>). At the Mokohinau Is, where <italic>C. auratus</italic> are heavily targeted and remain at low levels (<xref ref-type="bibr" rid="B22">Denny et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B1">Allard, 2020</xref>), <italic>E. chloroticus</italic> densities and the cover of urchin barrens have generally remained stable. However, there was a sharp decrease in exposed urchins and concurrent increase in cryptic urchins between 2019 and 2022 at the Mokohinau Islands. This likely reflects a temporary shift in behaviour from exposed to cryptic caused by an extended bloom of the tropical dinoflagellate <italic>Ostreopsis siamensis</italic> that occurred at the Mokohinau Islands at the time of the 2022 survey (December 2021-May 2022; authors pers. obs.). <italic>O. siamensis</italic> has a number of impacts on <italic>E. chloroticus</italic>, including causing urchins to seek shelter and temporarily exhibit cryptic behaviour (<xref ref-type="bibr" rid="B100">Shears and Ross, 2009</xref>). The decline in the extent of <italic>E. chloroticus</italic> barrens at the Mokohinau Is between 2019 and 2022 may be also related to <italic>O. siamensis</italic> blooms as well as commercial harvest of <italic>E. chloroticus</italic> from some of the sites (~80 tonnes of <italic>E. chloroticus</italic> were harvested from the Mokohinau Is between 2017-2022, P. Herbert &#x2013; Sea Urchin New Zealand, pers. comm.). Nevertheless, the general contrasting long-term patterns and trajectories between the marine reserve and fished locations provide further evidence on how long-term protection of predators can exert a top-down control on some sea urchin species and decrease the prevalence of urchin barrens.</p>
<p>In contrast, there was no apparent effect of marine reserve protection on <italic>C. rodgersii</italic>, with the population increasing steadily between 1999 and 2022 and the subsequent development of <italic>C. rodgersii</italic> barrens at both reserve and fished locations. This demonstrates that while the high population abundance of <italic>C. auratus</italic> at the PKI has been sufficient to control <italic>E. chloroticus</italic> populations, it has not had a regulatory effect on <italic>C. rodgersii</italic> populations. While <italic>C. auratus</italic> are known to be important predators of <italic>E. chloroticus</italic>, they are not known to predate on <italic>C. rodgersii</italic> which have considerably longer spines and are predominantly cryptic during the day (<xref ref-type="bibr" rid="B57">Ling et&#xa0;al., 2009b</xref>; <xref ref-type="bibr" rid="B14">Byrne and Andrew, 2020</xref>). Large rock lobster (<italic>J. edwardsii</italic> and <italic>S. verreauxi)</italic>, on the other hand, can effectively predate on <italic>C. rodgersii</italic> (<xref ref-type="bibr" rid="B57">Ling et&#xa0;al., 2009b</xref>; <xref ref-type="bibr" rid="B55">Ling and Johnson, 2012</xref>; <xref ref-type="bibr" rid="B80">Provost et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B21">Day et&#xa0;al., 2021</xref>) and healthy populations of lobster have been demonstrated to regulate sea urchin populations and prevent the initial formation of <italic>C. rodgersii</italic> barrens in Tasmania (<xref ref-type="bibr" rid="B57">Ling et&#xa0;al., 2009b</xref>; <xref ref-type="bibr" rid="B55">Ling and Johnson, 2012</xref>). Rock lobster were very rare at both locations in this study, which is congruous with <italic>J. edwardsii</italic> being considered ecologically extinct in the wider region (<xref ref-type="bibr" rid="B66">MacDiarmid et&#xa0;al., 2013</xref>). The low densities (&lt;1 lobster 500 m<sup>2</sup>) and lack of recovery of lobster following marine reserve protection is consistent with previous studies at PKI (<xref ref-type="bibr" rid="B65">MacDiarmid and Breen, 1992</xref>; <xref ref-type="bibr" rid="B106">Taylor et&#xa0;al., 2011</xref>). This strongly contrasts mainland marine reserves in New Zealand where lobster have increased following protection and occur at much greater abundances (&gt;10 m<sup>2</sup>) than seen in the Poor Knights Islands marine reserve (<xref ref-type="bibr" rid="B35">Freeman et&#xa0;al., 2012</xref>). The reasons for the lack of recovery following protection from fishing at the PKI are generally unknown, but may include limited larval supply associated with the small and isolated islands, limited shallow reef habitat for settlement, and a low regional pool of larvae associated with a severely depleted spawning population (<xref ref-type="bibr" rid="B65">MacDiarmid and Breen, 1992</xref>; <xref ref-type="bibr" rid="B64">MacDiarmid et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B40">Hanns, 2021</xref>). Despite full no-take protection at the PKI, an absence of key predators and lack of trophic redundancy in both locations has meant that with warmer conditions more suitable for <italic>C. rodgersii</italic>, the populations have been able to increase unchecked.</p>
<p>This study provides the first documentation of an increase in <italic>C. rodgersii</italic>, and emergence of urchin barren habitat associated with this species in New Zealand. Only <italic>E. chloroticus</italic> has previously been reported as forming urchin barrens in the region (<xref ref-type="bibr" rid="B18">Choat and Schiel, 1982</xref>; <xref ref-type="bibr" rid="B96">Shears and Babcock, 2004</xref>) and earlier research at these study locations only report low densities of <italic>C. rodgersii</italic> with limited grazing impacts (<xref ref-type="bibr" rid="B83">Riddell, 1980</xref>; <xref ref-type="bibr" rid="B92">Schiel, 1984</xref>; <xref ref-type="bibr" rid="B8">Battershill, 1986</xref>; <xref ref-type="bibr" rid="B11">Berben et&#xa0;al., 1988</xref>; <xref ref-type="bibr" rid="B19">Cole, 1993</xref>). In our study, <italic>E. chloroticus</italic> barrens were common at both locations in 1999, and <italic>C. rodgersii</italic> was only present in a low number of quadrats (10%) and did not form barrens. Now, 23 years later, <italic>C. rodgersii</italic> are commonly recorded in quadrats (40%) and barrens associated with this species are a common feature of reef ecosystems at both the PKI and Mokohinau Islands. While quantitative data is lacking from other locations, there are anecdotal reports of similar increases in <italic>C. rodgersii</italic> over the last decade at other offshore islands in northeastern New Zealand and in areas of the mainland coast north of the PKI (authors pers. obs.). At both locations examined in the current study, <italic>C. rodgersii</italic> and associated barrens were generally found deeper than <italic>E. chloroticus</italic> barrens (&gt;10&#xa0;m), often with an area of overlap (&#x201c;mixed barrens&#x201d;) at intermediate depths (~7-10 m). The presence of barrens did not vary across the depths sampled at the Mokohinau Islands, but there was an increasing likelihood of barrens with depth at the PKI which likely related to the decline in <italic>E. chloroticus</italic> barrens in shallow and emergence of deeper <italic>C. rodgersii</italic> barrens. <italic>C. rodgersii</italic> were most abundant in the deepest depth substratum (10-12&#xa0;m) at both locations, but also extended well beyond the depths monitored and has formed extensive barrens to depths of ~25 m at some monitoring sites (authors, unpublished. data). This deeper distribution has been observed in Tasmania with <italic>C. rodgersii</italic> forming barrens to depths of ~ 58&#xa0;m (<xref ref-type="bibr" rid="B76">Perkins et&#xa0;al., 2015</xref>). Consequently, we have likely underestimated the overall extent of <italic>C. rodgersii</italic> barrens in each location. The greater depth range of <italic>C. rodgersii</italic> poses a threat to deeper kelp forests and other reef habitats that are not typically impacted by <italic>E. chloroticus</italic> grazing, suggesting it may pose a greater threat to reef biodiversity than <italic>E. chloroticus</italic>. The range expansion of <italic>C. rodgersii</italic> into Tasmania has been described as the &#x201c;single largest biologically mediated threat to the integrity of important shallow water rocky reef communities&#x201d; (<xref ref-type="bibr" rid="B47">Johnson et&#xa0;al., 2011</xref>), with extensive economic implications to environment, tourism and fisheries (<xref ref-type="bibr" rid="B48">Johnson et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B59">Ling and Keane, 2018</xref>). While these effects in New Zealand are likely in an earlier stage than Tasmania and their extent largely undocumented, <italic>C. rodgersii</italic> likely presents an increasing and serious threat to rocky reef ecosystems.</p>
<p>The increase in <italic>C. rodgersii</italic> observed in this study coincides with a period of warming ocean temperatures, which is consistent with trends observed in Tasmania (<xref ref-type="bibr" rid="B48">Johnson et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B56">Ling et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B58">Ling et&#xa0;al., 2009a</xref>) and earlier predictions for this species (<xref ref-type="bibr" rid="B74">Pecorino et&#xa0;al., 2013a</xref>; <xref ref-type="bibr" rid="B14">Byrne and Andrew, 2020</xref>). Recent evidence suggests local recruitment is playing an increasingly important role for New Zealand populations (<xref ref-type="bibr" rid="B107">Thomas et&#xa0;al., 2021</xref>) and our results clearly demonstrate a widening size structure at both locations over time. In 1999, only large individuals (&#x2265;80 mm TD) were recorded, which is consistent with earlier studies that noted an absence of juvenile <italic>C. rodgersii</italic> on northeastern New Zealand reefs (<xref ref-type="bibr" rid="B19">Cole, 1993</xref>). The large increase in density at PKI in 2022 coincided with higher numbers of small urchins, which may indicate higher recruitment associated with recent warm years. In eastern Tasmania, warmer ocean temperatures were a major contributing factor to the population expansion of <italic>C. rodgersii</italic> as this provided more favourable developmental conditions for larvae (<xref ref-type="bibr" rid="B54">Ling, 2008</xref>; <xref ref-type="bibr" rid="B58">Ling et&#xa0;al., 2009a</xref>). Previous research from northeastern New Zealand has shown that winter temperatures when <italic>C. rodgersii</italic> spawn were above the threshold for successful reproduction and recruitment albeit at the lower end of the temperature limit (<xref ref-type="bibr" rid="B74">Pecorino et&#xa0;al., 2013a</xref>; <xref ref-type="bibr" rid="B73">Pecorino et&#xa0;al., 2013b</xref>). Despite a warming trend during summer and autumn, there was no evidence of long-term warming in winter and spring which would include the time of spawning and larval dispersal. Nevertheless, recent marine heatwaves and consistently warmer than average conditions since 2015 across all months may have provided more favourable conditions for reproduction and larval development which is reflected in the emergence of juvenile <italic>C. rodgersii</italic>. While the exact mechanisms linking warming and population increases in northern New Zealand are unknown, it is likely that <italic>C. rodgersii</italic> populations will continue to increase in density with continued warming and increasingly self-sustaining populations (<xref ref-type="bibr" rid="B107">Thomas et&#xa0;al., 2021</xref>).</p>
<p>MPAs are traditionally considered an effective tool for rebuilding predator populations, and subsequently restoring trophic interactions and increasing ecosystem resilience (<xref ref-type="bibr" rid="B87">Roberts et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B88">Sala and Giakoumi, 2018</xref>; <xref ref-type="bibr" rid="B27">Eger and Baum, 2020</xref>; <xref ref-type="bibr" rid="B75">Peleg et al., 2023</xref>). However, as seen in this study, marine protection alone may not always restore the full complement of predators required to prevent irruptions of native species. While there is some contention over the role of lobster in controlling <italic>C. rodgersii</italic> populations and associated barren habitat (<xref ref-type="bibr" rid="B37">Glasby and Gibson, 2020</xref>; <xref ref-type="bibr" rid="B102">Smith et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B51">Kingsford and Byrne, 2023</xref>), rock lobster are likely the most important predator of <italic>C. rodgersii</italic> in New Zealand waters and they have not recovered in the marine reserve examined. In both Tasmania and now New Zealand, the increase in <italic>C. rodgersii</italic> coincides with ocean warming, but also follows a long history of exploitation of <italic>J. edwardsii</italic>, which has provided an opportunity for this species to proliferate, unconstrained from predatory control (<xref ref-type="bibr" rid="B57">Ling et&#xa0;al., 2009b</xref>; <xref ref-type="bibr" rid="B61">Ling et&#xa0;al., 2015</xref>). While MPAs with healthy lobster populations may be more resilient to future outbreaks of <italic>C. rodgersii</italic> (<xref ref-type="bibr" rid="B57">Ling et&#xa0;al., 2009b</xref>; <xref ref-type="bibr" rid="B77">Perkins et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B60">Ling and Keane, 2021</xref>), recovery of predators in MPAs may be limited by both local and regional factors. Furthermore, once extensive urchin barrens have established, these areas are extremely difficult to reverse and may take decades to recover, even with full marine protection (<xref ref-type="bibr" rid="B95">Shears and Babcock, 2003</xref>; <xref ref-type="bibr" rid="B5">Babcock et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B61">Ling et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B77">Perkins et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B60">Ling and Keane, 2021</xref>).</p>
<p>Consequently, there is an urgent need for an active and multi-faceted approach to controlling <italic>C. rodgersii</italic> in northern New Zealand in order to reduce their potential socio-economic and ecological impacts and build ecosystem resilience to future warming. While more research into the role of key predators such as rock lobster in controlling <italic>C. rodgersii</italic> populations is needed, rebuilding populations of key predators at large spatial scales is crucial to increase resilience and can be achieved by increasing the area of MPAs combined with large-scale reductions in fisheries catch. In areas where <italic>C. rodgersii</italic> have already established, active restoration through culling or harvest, or the introduction of lobsters, may also be needed to promote recovery (<xref ref-type="bibr" rid="B108">Tracey et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B60">Ling and Keane, 2021</xref>; <xref ref-type="bibr" rid="B68">Miller et&#xa0;al., 2022</xref>).</p>
<p>Global research into the effects of climate change on marine ecosystems has largely focused on how range extending species can lead to large-scale changes in ecosystems (<xref ref-type="bibr" rid="B71">Pecl et&#xa0;al., 2017</xref>). Our study demonstrates an irruption of a native species with the scope to have comparable ecosystem level consequences to that of range extending species. As seen in Tasmania, it is likely that this increase has been facilitated by a warming climate and the historic and current overharvesting of the only known predator in the region. Increases in native species can pose additional challenges to conservation and management (<xref ref-type="bibr" rid="B15">Carey et&#xa0;al., 2012</xref>), and in this study, marine protection did not provide the expected resilience to this irruption. Consequently, the absence of large predators from many marine ecosystems ultimately reduces ecosystem resilience and provides unabated opportunities for new species to take hold under changing environmental conditions. The rate and scale of the emergence and outbreaks of these species is therefore likely to intensify with climate change unless urgent and radical changes are made to how we manage marine ecosystems and fisheries (<xref ref-type="bibr" rid="B62">Lotze et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B23">Duarte et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>NS designed and led the monitoring and data collection. CB performed the data analysis and wrote the manuscript with input from NS. CB and NS contributed to the manuscript revisions and approved the final version. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s7" sec-type="funding-information">
<title>Funding</title>
<p>Funding for monitoring has been provided by Department of Conservation and Auckland Council (Mokohinau Is). Additional funding to NS was provided through a Royal Society of New Zealand Rutherford Discovery Fellowship, and to CB and NS through National Science Challenge: Sustainable Seas (1.1 Ecological responses to cumulative effects).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We would like to acknowledge Te Whanau a Rangiwhakaahu Hapu, Ng&#x101;ti Manuhiri and other hapu of Ng&#x101;tiwai who whakapapa to Tawhiti Rahi and Aorangi Island&#x2019;s (the Poor Knights Is) and the Mokohinau Islands. Thanks to the many divers who have helped with surveys over the years including Caitlin Blain, Charles Bedford, Ohad Peleg, Kelsey Miller, Benn Hanns, Paul Caiger, Tim Haggitt, Rob Russell, Debbie Freeman, Don Neale, Alan Fleming, Jarrod Walker, Paul Buisson, Richie Hughes, Kaitlin Lawrence and Kirsten Rodgers. Much appreciation also to Brady Doak for skippering RV Proteus and RV Hawere, and sharing his immense knowledge of the Poor Knights. Kelsey Miller has also provided invaluable comments on the manuscript. Thank you also to Benn Hanns for assisting with the statistics and Robert Smith for assistance with extracting temperature data. We would also like to thank the two reviewers for their thorough and constructive review of the manuscript.</p>
</ack>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2023.1224067/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2023.1224067/full#supplementary-material</ext-link>
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