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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Clim.</journal-id>
<journal-title>Frontiers in Climate</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Clim.</abbrev-journal-title>
<issn pub-type="epub">2624-9553</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fclim.2022.908708</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Climate</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Cascading impacts of a climate-driven ecosystem transition intensifies population vulnerabilities and fishery collapse</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Rogers-Bennett</surname> <given-names>Laura</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1371618/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Catton</surname> <given-names>Cynthia A.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1415716/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>California Department of Fish and Wildlife, Bodega Marine Laboratory</institution>, <addr-line>Bodega Bay, CA</addr-line>, <country>United States</country></aff>
<aff id="aff2"><sup>2</sup><institution>Bodega Marine Laboratory, Coastal Marine Science Institute, University of California, Davis</institution>, <addr-line>Bodega Bay, CA</addr-line>, <country>United States</country></aff>
<aff id="aff3"><sup>3</sup><institution>One Health Institute, University of California, Davis</institution>, <addr-line>Davis, CA</addr-line>, <country>United States</country></aff>
<aff id="aff4"><sup>4</sup><institution>Washington State Department of Natural Resources</institution>, <addr-line>Olympia, WA</addr-line>, <country>United States</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Thomas Wernberg, University of Western Australia, Australia</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Keryn Gedan, George Washington University, United States; Robert V. Rohli, Louisiana State University, United States; Jose M. Farina, Pontificia Universidad Cat&#x000F3;lica de Chile, Chile</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Laura Rogers-Bennett <email>rogersbennett&#x00040;ucdavis.edu</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Climate, Ecology and People, a section of the journal Frontiers in Climate</p></fn></author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>08</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>4</volume>
<elocation-id>908708</elocation-id>
<history>
<date date-type="received">
<day>30</day>
<month>03</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>25</day>
<month>07</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2022 Rogers-Bennett and Catton.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Rogers-Bennett and Catton</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 recent large-scale intensification of marine heatwaves, and other climate-related stressors, has dramatically impacted biogenic habitats around the globe, including marine ecosystems such as coral reefs, seagrasses, and kelp forests. While the impacts to foundation species may be of particular concern, these ecological catastrophes underscore the need to examine how whole systems respond to a suite of stressors. The recent climate-driven collapse of the bull kelp forest and recreational red abalone fishery in northern California provides an example of unanticipated ripple and lagged effects in the system, intensifying vulnerabilities and accelerating population and fishery collapse. For this case study, we examined 15 years (2003&#x02013;2018) of biological survey data on the bull kelp forest ecosystem&#x02014;before, during, and after an extreme climate event. We document the interactions and complexity of impacts over time, as well as the resulting increased vulnerability of red abalone to additional anthropogenic, biological, and environmental stressors. We observed progressively stronger population-level responses of the red abalone to the marine heatwave and the regional loss of kelp, driving the movement of adults and juveniles in search of food. As food remained scarce, we documented the loss of productivity with diminished gonad and body condition, the absence of larval or newly-settled abalone, mass mortalities, and shoreward shifts in depth distributions. With 40% of the population dead or dying, juvenile and trophy-sized abalone abandoning cryptic habitats, the shift in the distribution to shallower depths increased the vulnerability of red abalone to the fishery. Other anthropogenic, biological, and climate-related stressors that disproportionately impact shallow habitats are now a growing concern for the survivors. For red abalone, previously unanticipated cascading risks include increased wave energy, warming air temperatures, freshwater flooding, landslides, as well as possible oil spills and harmful algal blooms. Climate-driven changes in vulnerability to fishing and environmental stressors present significant challenges for sustainable natural resource management in dynamic stressed systems, and underscore the need for continued system-focused monitoring. We present a conceptual framework supporting similar ecosystem investigations of recent and future climate impacts to inform adaptive ecosystem-based management strategies.</p></abstract>
<kwd-group>
<kwd>climate change</kwd>
<kwd>ecosystem shift</kwd>
<kwd>fisheries management</kwd>
<kwd><italic>Haliotis</italic> spp.</kwd>
<kwd>kelp deforestation</kwd>
<kwd>marine heatwave</kwd>
<kwd>conceptual framework</kwd>
</kwd-group>
<counts>
<fig-count count="9"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="83"/>
<page-count count="17"/>
<word-count count="10653"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Climate change is dramatically shifting terrestrial and aquatic ecosystems (Scheffer et al., <xref ref-type="bibr" rid="B72">2001</xref>), and these shifts are intensifying and creating novel stressors for populations. Many biological ecosystems are changing rapidly in dynamic, non-linear ways in response to stochastic environmental fluctuations with devastating consequences (Hsieh et al., <xref ref-type="bibr" rid="B32">2005</xref>). Major perturbations of routine stochastic fluctuations are leading to trophic cascades, regime shifts/transitions (Biggs et al., <xref ref-type="bibr" rid="B5">2015</xref>), ecological transformations (Schuurman et al., <xref ref-type="bibr" rid="B73">2021</xref>), or even ecosystem collapse (Newbold et al., <xref ref-type="bibr" rid="B53">2020</xref>), which can occur without warning (Hastings and Wysham, <xref ref-type="bibr" rid="B25">2010</xref>), and may be difficult or infeasible to reverse (May, <xref ref-type="bibr" rid="B45">1977</xref>; Scheffer et al., <xref ref-type="bibr" rid="B72">2001</xref>). Examples of climate change driving major ecosystem disruptions or collapse have been documented in terrestrial forests (Ellison et al., <xref ref-type="bibr" rid="B15">2005</xref>; J&#x000F6;nsson and B&#x000E4;rring, <xref ref-type="bibr" rid="B37">2011</xref>; Mitton and Ferrenberg, <xref ref-type="bibr" rid="B50">2012</xref>) as well as marine systems (Mumby et al., <xref ref-type="bibr" rid="B52">2007</xref>), including nearshore kelp forests (Ling et al., <xref ref-type="bibr" rid="B43">2015</xref>; Rogers-Bennett and Catton, <xref ref-type="bibr" rid="B63">2019</xref>), and pelagic ecosystems (Kirby et al., <xref ref-type="bibr" rid="B42">2009</xref>). Geographic shifts in the distribution of fisheries have also been documented (Perry et al., <xref ref-type="bibr" rid="B58">2005</xref>). In warm years, the walleye Pollock and Pacific cod moved north, biasing stock assessment surveys from southern regions (Stevenson and Lauth, <xref ref-type="bibr" rid="B77">2019</xref>), and necessitating the addition of environmental covariates to improve estimates of biomass (O&#x00027;Leary et al., <xref ref-type="bibr" rid="B54">2020</xref>). Such range shifts may result in altered ecosystem dynamics, fishery interactions and vulnerabilities, and fluctuations in environmental conditions.</p>
<p>When foundation species collapse (Dayton, <xref ref-type="bibr" rid="B13">1972</xref>), there are broad ramifications for biodiversity (Hawkins et al., <xref ref-type="bibr" rid="B26">2009</xref>; Hooper et al., <xref ref-type="bibr" rid="B31">2012</xref>; Fraser et al., <xref ref-type="bibr" rid="B16">2014</xref>), productivity, and ecosystem services (Parmesan et al., <xref ref-type="bibr" rid="B57">2000</xref>). However, critical thresholds, vulnerabilities, synergies and novel stressors created by climate-driven impacts to populations and ecosystems are still poorly understood (Graham et al., <xref ref-type="bibr" rid="B21">2003</xref>; Newbold et al., <xref ref-type="bibr" rid="B53">2020</xref>). Predicting and managing transitions toward novel ecosystems in an area, and the potential biodiversity and productivity loss, is a particular challenge for natural resource managers (Keith, <xref ref-type="bibr" rid="B41">2015</xref>).</p>
<p>There is a need to improve our understanding of both the impacts of climate change and what management actions may be beneficial for complex social-ecological systems (Pinsky and Mantua, <xref ref-type="bibr" rid="B60">2014</xref>). Climate-ready or -resilient strategies will need to be developed to effectively prepare for and adapt to changing conditions. However, the challenge has been to understand interactions, which impacts to anticipate, on what timeframes, and over which spatial scales (Cassotta et al., <xref ref-type="bibr" rid="B10">2022</xref>). These goals are further complicated by the effects of concurrent and interacting stressors, including anthropogenic, biological, and climate stressors. Cascading impacts and risks to ecosystems (Rocha et al., <xref ref-type="bibr" rid="B62">2018</xref>) may accelerate the collapse of natural resources that are the foundations of societal cultures and economies.</p>
<p>In this paper, we present a conceptual framework (<xref ref-type="fig" rid="F1">Figure 1A</xref>) for investigating and developing adaptive management strategies, to address these cascading risks of climate-driven ecosystem impacts. Investigating case studies of ecosystems that are sensitive to climate change will be the key to developing ecosystem-based conceptual models to inform management (Biggs et al., <xref ref-type="bibr" rid="B5">2015</xref>). To illustrate an approach, we develop a model for the red abalone fishery in northern California following the 2014&#x02013;2016 Marine Heatwave (MHW) (Primary Climate Stressor), and the resulting transition of the kelp forest ecosystem to an urchin barren (System Response). We assess multiple impacts to the abalone population (Resource Impacts), including abalone health and reproduction, shifts in habitat utilization patterns, population density, and mortality. Additional Stressors are identified that may interact with the impact to the abalone, and accelerate population and fishery collapse. The ramifications of mass mortalities, reductions in productivity and increased vulnerability to fishing and other stressors are discussed as an example of the challenges of fishery management in a warming ocean (<xref ref-type="fig" rid="F1">Figure 1B</xref>). Additional potential Adaptive Management approaches are discussed, as outlined in the conceptual framework.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>(A)</bold> Conceptual Framework for investigating cascading risks of climate change. <bold>(B)</bold> Conceptual Framework: Abalone case study (with details of &#x0201C;Resource Impact&#x0201D; and &#x0201C;Additional Stressors&#x0201D; explored in the manuscript).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fclim-04-908708-g0001.tif"/>
</fig>
<sec>
<title>Red abalone case study</title>
<p>Ocean warming is disproportionately impacting nearshore ecosystems (Barry et al., <xref ref-type="bibr" rid="B3">1995</xref>; Thompson et al., <xref ref-type="bibr" rid="B78">2002</xref>; Fr&#x000F6;licher and Laufk&#x000F6;tter, <xref ref-type="bibr" rid="B18">2018</xref>), and MHW are increasing in both frequency and intensity now and into the future (Meehl and Tebaldi, <xref ref-type="bibr" rid="B47">2004</xref>; Oliver, <xref ref-type="bibr" rid="B55">2019</xref>). Gradual ocean warming (Hoegh-Guldberg et al., <xref ref-type="bibr" rid="B29">2014</xref>) and episodic MHW impacts (Hobday et al., <xref ref-type="bibr" rid="B28">2016</xref>) are leading to declines in the organisms that structure coral reefs (Hughes et al., <xref ref-type="bibr" rid="B33">2017</xref>), seagrass meadows (Orth et al., <xref ref-type="bibr" rid="B56">2006</xref>; Marb&#x000E0; and Duarte, <xref ref-type="bibr" rid="B44">2010</xref>; Fraser et al., <xref ref-type="bibr" rid="B16">2014</xref>), and kelp forest communities (Wernberg et al., <xref ref-type="bibr" rid="B82">2013</xref>; Miller et al., <xref ref-type="bibr" rid="B48">2018</xref>; Thomsen et al., <xref ref-type="bibr" rid="B79">2019</xref>; Smale, <xref ref-type="bibr" rid="B74">2020</xref>). These declines have resulted in dramatic decreases in biodiversity, population declines, and unprecedented decreases in ecosystem productivity, obfuscating resource management (Mills et al., <xref ref-type="bibr" rid="B49">2013</xref>; Pershing et al., <xref ref-type="bibr" rid="B59">2015</xref>). Further complicating management are interactions (synergies) between ocean warming and other stressors in complex and unexpected ways (Harley and Rogers-Bennett, <xref ref-type="bibr" rid="B23">2004</xref>; Harley et al., <xref ref-type="bibr" rid="B22">2006</xref>). These interactions are creating an intensification of climate-driven ecosystem declines, such as declines in salt marshes due to crab overgrazing exacerbated by sea level rise, which further softens the marshes and increases the vulnerability to crab overgrazing (Crotty et al., <xref ref-type="bibr" rid="B12">2017</xref>). Ocean warming may unexpectedly magnify fishing pressures, heightening vulnerabilities and confounding management strategies (Bennett et al., <xref ref-type="bibr" rid="B4">2004</xref>; Harley and Rogers-Bennett, <xref ref-type="bibr" rid="B23">2004</xref>; Caputi et al., <xref ref-type="bibr" rid="B9">2016</xref>). Therefore, it is imperative that we understand how climate change impacts resources directly and indirectly, interacts to magnify stressors, or creates novel stressors so that we can anticipate outcomes and craft adaptive climate-resilient management strategies.</p>
<p>Nearshore kelp forest ecosystems, and the fishery resources they support, are particularly vulnerable to ocean warming (Smale and Wernberg, <xref ref-type="bibr" rid="B75">2013</xref>; Wernberg et al., <xref ref-type="bibr" rid="B81">2016</xref>; Arafeh-Dalmau et al., <xref ref-type="bibr" rid="B1">2019</xref>; Smale et al., <xref ref-type="bibr" rid="B76">2019</xref>), making them model systems for examining non-linearity and unexpected consequences of climate change. Kelps are foundation or engineering species (Jones et al., <xref ref-type="bibr" rid="B35">1994</xref>, <xref ref-type="bibr" rid="B36">1997</xref>) that structure nearshore temperate kelp forests, and their loss (Coleman and Williams, <xref ref-type="bibr" rid="B11">2002</xref>) can result in devastating ecosystem/regime shifts. Bull kelp, <italic>Nereocystis luetkeana</italic>, is an annual species requiring cool (&#x0003C;13C) nitrate-rich waters (Gerard, <xref ref-type="bibr" rid="B20">1982</xref>; Garc&#x000ED;a-Reyes and Largier, <xref ref-type="bibr" rid="B19">2010</xref>) growing &#x0003E;20m in the spring, and forming the lush species-rich kelp forest canopies in northern California. Cool water is also required for abalone (<italic>Haliotis</italic> spp.) health, growth, and reproduction (Vilchis et al., <xref ref-type="bibr" rid="B80">2005</xref>; Rogers-Bennett et al., <xref ref-type="bibr" rid="B65">2010</xref>), while warm water plus infection can trigger disease symptoms (Friedman et al., <xref ref-type="bibr" rid="B17">1997</xref>; Moore et al., <xref ref-type="bibr" rid="B51">2000</xref>), reproductive failure (Helmuth et al., <xref ref-type="bibr" rid="B27">2006</xref>), cessation of growth (Rogers-Bennett et al., <xref ref-type="bibr" rid="B69">2007</xref>), and mass mortality (Rogers-Bennett et al., <xref ref-type="bibr" rid="B66">2019</xref>). As such, kelp forest ecosystems, and the abalone fisheries they support, have been particularly hard hit during MHWs around the world, leading to ecosystem shifts from kelp forests to sea urchin barrens (Johnson et al., <xref ref-type="bibr" rid="B34">2011</xref>; Ling et al., <xref ref-type="bibr" rid="B43">2015</xref>).</p>
<p>The historically-productive kelp forests in northern California (San Francisco to the Oregon border) were impacted by a series of MHWs from 2014 to 2016, including the NE Pacific MHW originating in the Bering Sea, Alaska (2014&#x02013;2015) (Di Lorenzo and Mantua, <xref ref-type="bibr" rid="B14">2016</xref>) and El Ni&#x000F1;o conditions (2015&#x02013;2016) (Sanford et al., <xref ref-type="bibr" rid="B71">2019</xref>). Thermal stress and nutrient limitation suppressed growth and spore production of the bull kelp during the summer of 2014 throughout the region (Rogers-Bennett and Catton, <xref ref-type="bibr" rid="B63">2019</xref>; McPherson et al., <xref ref-type="bibr" rid="B46">2021</xref>). Persistent warm-water conditions, combined with increases in sea urchin populations, led to the long-term collapse of the kelp forest ecosystem and the recreational red abalone fishery.</p>
<p>The recreational red abalone fishery had been the largest in the world averaging &#x0003E;300 MT per year (2002&#x02013;2013), worth $44M (Reid et al., <xref ref-type="bibr" rid="B61">2016</xref>) until its closure in 2018. Abalone landings, estimates of density and management measures were largely stable over time prior to the ecosystem transition/shift (Kashiwada and Taniguchi, <xref ref-type="bibr" rid="B40">2007</xref>). The fishery was closely-managed using density surveys to guide management, which included a combination of strategies; size limits, protected areas, seasons, bag limits, as well as breath-hold diving only. The prohibition of scuba protected &#x0007E;30% of the population in a deep water (&#x0003C;9 m) <italic>de facto</italic> reserve (Karpov et al., <xref ref-type="bibr" rid="B38">1998</xref>). An estimated additional 7% of the stock was in abalone no-take marine protected areas. Reductions in the fishery take regulations were initiated in 2014 at the onset of the MHW due to prior impacts of a harmful algal bloom in the southern half of the fishery (Rogers-Bennett et al., <xref ref-type="bibr" rid="B68">2012</xref>, <xref ref-type="bibr" rid="B66">2019</xref>). Additional regulatory reductions were implemented in 2017 and the fishery was closed in 2018, due to ongoing severe starvation conditions and increased abalone mortalities.</p></sec></sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and methods</title>
<sec>
<title>Bull kelp forest ecosystem monitoring</title>
<p>Kelp communities in northern California (San Francisco to the Oregon border) are on rocky reefs dominated by bull kelp, <italic>Nereocystis luetkeana</italic>. The understory is composed of short fleshy red and crustose coralline algae as well as subcanopy kelps, such as <italic>Pterygophora</italic> and <italic>Laminaria</italic>. These subtidal rocky reefs in northern California support a diverse assemblage of macroalgae and marine invertebrates. We investigated the changes to the red abalone population in northern California from 2003 to 2007 (baseline time period), 2014 to 2016 (early years of kelp forest collapse), and 2017 to 2018 (mass abalone mortality).</p>
<p>The bull kelp forest monitoring program, jointly led by the California Department of Fish and Wildlife and the University of California, Davis, has conducted subtidal nearshore surveys in northern California since 1999 (Rogers-Bennett and Catton, <xref ref-type="bibr" rid="B63">2019</xref>). These surveys focus primarily on key abalone fishery sites, as well as Marine Protected Areas (MPA), in Sonoma and Mendocino counties in northern California. The coastline of these two counties was historically dominated by dense species-rich bull kelp (<italic>Nereocystis luetkeana</italic>) forests which supplied 96% of the historic catch in the recreational abalone fishery in northern California. Four sites in Sonoma County were surveyed regularly, including (from south to north): Fort Ross, Ocean Cove, Timber Cove, and Salt Point. In Mendocino County, five sites were surveyed regularly: Point Arena, Van Damme, Point Cabrillo (no-take reserve), Caspar Cove, and Todds Point (<xref ref-type="fig" rid="F2">Figure 2</xref>). Surveys were conducted on subtidal rocky reefs by teams of scuba divers.</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Scuba fishery index sites and &#x0002A;Marine Protected Area in northern California. The thick black coastline in the California inset map indicates the area dominated by bull kelp (San Francisco to the Oregon border).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fclim-04-908708-g0002.tif"/>
</fig>
<p>A total of 25&#x02013;55 transects were surveyed at each site, in areas with &#x0003E;50% rocky reef habitat. Each of the survey sites represented 2.4&#x02013;3.2 km of coastline, extending to 18.2 m depth. Surveys were stratified by four depth zones. Depths included two shallow depth strata from 0 to 4.6 m (A) and from 4.7 to 9.1 m (B) as well as two deeper depths from 9.2 to 13.7 m (C) and 13.8 to 18.2 m (D). At each depth stratum, transects were randomly distributed, and divers enumerated abalone, and their size was recorded along the longest axis of the shell to the nearest mm using calipers. The surveys were non-invasive such that large boulders were not turned over to look for organisms.</p>
<p>Red abalone density estimates were made by averaging the densities of abalone counted in 30 &#x000D7; 2 m transects within each of the four depth strata and then calculating the average density across sites for a given depth stratum. The error bars represent standard error of the means. In 2017 and 2018, divers counted abalone as live, freshly dead (detached from the reef, and unresponsive), dying (detached from the reef, but somewhat responsive), and empty red abalone shells. In 2017, all nine sites were re-surveyed to record mortalities, and to assess the overall density decline from baseline. In 2018, six fishery sites were re-surveyed in order to assess continued mortality impacts.</p></sec>
<sec>
<title>Depth distribution analysis</title>
<p>Previous research has shown that red abalone are more abundant in the shallower depth strata, and that a minimum density of 0.2 abalone m<sup>&#x02212;2</sup> is an important reference point (MSD&#x02014;minimum spawning density) for abalone population productivity (Karpov et al., <xref ref-type="bibr" rid="B39">2000</xref>; Button, <xref ref-type="bibr" rid="B8">2008</xref>). Because the red abalone fishery regulations were designed to protect a productive population beyond typical freediving depths (&#x0003E;9 m), a logistic regression was used to investigate shifts in the depth distribution of the red abalone with respect to the MSD reference point. Inputs to the generalized linear model in R were median transect Depth (D), Time period (T), and Site (S). A binomial MSD score (1 = transect density above MSD; 0 = below MSD) was input as the dependent variable. The Akaike Information Criterion (AIC) values of seven candidate models with increasing complexity were compared and weights calculated for each (Burnham and Anderson, <xref ref-type="bibr" rid="B6">2002</xref>, <xref ref-type="bibr" rid="B7">2004</xref>) (<xref ref-type="supplementary-material" rid="SM1">Supplementary Table S1</xref>). For each site and time period, the probability of transect densities greater than MSD was calculated for 9 m depth (shallowest depth of the intended depth refuge for the fishery).</p></sec>
<sec>
<title>Red abalone fishery trophies</title>
<p>An elite group of recreational abalone fishers is the trophy hunters, with expertise in catching the largest abalone. These divers and rock pickers measure their catch and keep meticulous records of size and date captured. Data for these record large abalone include: rank by size, abalone size, county where the abalone was taken, fisher&#x00027;s name, and capture date. Data from the largest red abalone are maintained on the California Department of Fish and Wildlife website of fishing records. The 20 largest abalone ever taken in the fishery are ranked on this unofficial list of record-breaking abalone. The largest red abalone ever taken in the fishery (313.4 mm) is recorded on this list and this is also the largest abalone in the world. These records have been collected for 34 years beginning in 1984. However, no abalone shells larger than these records have come forward from prior years. The length of the abalone is measured along the longest dimension of the shell and all of the record breaking red abalone are &#x0003E;288 mm. The procedure for submitting and verifying abalone for this list is shown here <ext-link ext-link-type="uri" xlink:href="https://www.wildlife.ca.gov/fishing/records">https://www.wildlife.ca.gov/fishing/records</ext-link>.</p>
<p>Note: in some cases there are more than one abalone of the same rank and size.</p>
<p><ext-link ext-link-type="uri" xlink:href="https://wildlife.ca.gov/Conservation/Marine/Invertebrates/Abalone&#x00023;321561191-abalone-and-general-invertebrate-information">https://wildlife.ca.gov/Conservation/Marine/Invertebrates/Abalone&#x00023;321561191-abalone-and-general-invertebrate-information</ext-link>.</p></sec>
<sec>
<title>Abalone health and reproduction</title>
<p>Abalone surveys were conducted at multiple sites throughout the fishery in Sonoma and Mendocino counties during spring low tides. Sites included (from south to north) in Sonoma County: Fort Ross, Salt Point, Sea Ranch; in Mendocino County: Moat Creek, Point Arena, Van Damme, South Coast Trail, Glass Beach, MacKerricher; and Hardy Creek. Van Damme was the most important fishery site and had the highest catches in the last years of the fishery (2014&#x02013;2017). Data collected included the counts and lengths of abalone caught per fisher (rock-pickers and freedivers), as well as notes on any observations of abalone with a shrunken foot muscle (a symptom of starvation). In 2016 and 2017, samplers recorded a shrinkage score for all observed abalone at 10 sites in Sonoma and Mendocino counties due to strong concern over the potential impacts of starvation on the health of the abalone stock. The shrinkage score ranged from 0 (no shrinkage) to 3 (severe shrinkage), using a photographic guide to the visual scoring that is also used to assess shrinkage due to Withering Syndrome in abalone (<xref ref-type="fig" rid="F3">Figure 3</xref>) (ranking developed by J. Moore). The disease agent for Withering Syndrome, which starves the abalone of nutrients due to a microbial infection in the gut, was not detected in any abalone in the study region (J. Moore pers. comm.). The abalone taken in the fishery were typically the largest and highest quality that the divers encountered, since the daily limit was three abalone.</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p>Abalone body shrinkage scores (0&#x02013;3; increasing in shrinkage from no shrinkage 0 on the left to right severe shrinkage).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fclim-04-908708-g0003.tif"/>
</fig>
<p>The relationships between the visual shrinkage score and other indices of abalone body condition and gonad development were assessed for legal-sized (&#x0003E;178 mm length) wild abalone samples from Van Damme State Park (2000&#x02013;2009, 2016&#x02013;2017) (<italic>see Methods in</italic> (Rogers-Bennett et al., <xref ref-type="bibr" rid="B67">2021</xref>). All abalone sampled prior to 2016 were assigned a shrinkage score of zero because only visually healthy individuals were encountered in the surveys. By 2016&#x02013;2017, some shrunken individuals were showing up in the fishery and so all sampled abalone were assigned a visual shrinkage score. Rogers-Bennett et al. (<xref ref-type="bibr" rid="B67">2021</xref>) reported gender-specific median body condition and gonad index values for abalone during the baseline period, and during 2016&#x02013;2017. The median baseline body condition index was 0.136 for females and 0.153 for males. The median baseline gonad index was 292 for females and 194 for males. In 2016&#x02013;2017, the gender difference was not significant, so the analysis of the body condition and gonad indices relative to the shrinkage score used all available data. A Kruskal-Wallis test was used to test for differences in body condition and gonad index across shrinkage scores recorded in 2016&#x02013;2017.</p>
<p>The growing edges of the shells were also examined in a subset of the catch. In normal years at the growing margin of the shell there is a distinct band of red shell where new shell is deposited.</p></sec>
<sec>
<title>Larval and newly-settled abalone</title>
<p>To assess the recent evidence of abalone productivity in the area, larval and newly-settled abalone surveys were conducted from 2007 to 2018. Surveys were a snapshot in time conducted once per year (Rogers-Bennett et al., <xref ref-type="bibr" rid="B64">2016</xref>). Plankton tows for abalone larvae were conducted in shallow 10&#x02013;15 m (<italic>n</italic> = 3) and deep water 33&#x02013;40 m (<italic>n</italic> = 3) habitats at Van Damme State Park in August. All abalone larvae observed in the plankton samples were of the size indicating that they were spawned within the previous 2 weeks. Samples were sorted under the microscope looking for larval abalone which were roughly 280 &#x003BC;m in length (<italic>see Section Methods in</italic> Rogers-Bennett et al., <xref ref-type="bibr" rid="B64">2016</xref>). To quantify the number of newly settled abalone (&#x0003C;1 mm) on crustose coralline cobbles, cobbles (<italic>n</italic> = 80) were collected also at Van Damme State Park in August each year. Cobbles were collected by divers from a range of depths, rinsed, and the contents of the samples were sorted under a microscope looking for newly settled abalone (<italic>see Section Methods in</italic> Rogers-Bennett et al., <xref ref-type="bibr" rid="B64">2016</xref>). All newly settled abalone &#x0003C;1 mm in shell length were enumerated.</p></sec></sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>The impacts of the kelp forest collapse on the red abalone population following the onset of the MHW in 2014 progressively increased over time. We describe the results of the abalone surveys and abalone sampling efforts according to the sequence of observed impacts to the population.</p>
<sec>
<title>Emergence of small and trophy size abalone (2014&#x02013;2016)</title>
<p>The lengths of 3,348 red abalone were measured during subtidal scuba surveys during the early years of the kelp forest collapse (2014&#x02013;2016) at six of the fishery index sites (<xref ref-type="supplementary-material" rid="SM2">Supplementary Table S2</xref>). A total of 6,496 red abalone were measured at those same sites during the baseline time period (2003&#x02013;2007). A two-sample Kolmogorov Smirnov test showed that the two distributions were significantly different (<italic>D</italic> = 0.15954; <italic>p</italic> &#x0003C;  &#x0003C;0.0001) (<xref ref-type="fig" rid="F4">Figure 4</xref>). During the early years of the kelp forest collapse (2014&#x02013;2016), a higher proportion of sub-legal abalone (&#x0003C;150 mm length), and three of the largest abalone ever observed (277, 285, and 296 mm length) during the surveys were recorded. Sub-legal abalone usually hide under rocks and in crevices in the rocky reef so they are typically less detectable than larger individuals. Likewise, trophy-sized abalone (&#x0003E;250 mm) were historically very rare to observe during the surveys. The red abalone that were observed during the kelp forest collapse were actively out of crevices searching for food and moving on rocky reef surfaces (<italic>personal observation)</italic>. This unusual behavior could be contributing to the broader distribution of abalone lengths recorded during starvation and kelp forest collapse.</p>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p>Size frequency distribution comparing abalone sizes in baseline years (2003&#x02013;2007) with abundant kelp forest with abalone sizes after the kelp forest collapsed (2014&#x02013;2016).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fclim-04-908708-g0004.tif"/>
</fig></sec>
<sec>
<title>Fishery trophy records (2014&#x02013;2016)</title>
<p>During the MHW (from 2014 to 2016), in just 3 out of a total of 34 years, 30% of the largest 20 record breaking red abalone (ranging in size from 295.0 to 289.0 mm) were captured in the fishery. One abalone was taken in 2014, two abalone in 2015 and then three record size red abalone were taken in 2016. The fishery was closed in 2018. In contrast, no record size abalone were taken in the previous decade in the fishery from 1998 to 2010. This large number of record size abalone were taken even though both catch and effort were lower in the MHW years (CDFW unpublished data). The largest abalone ever taken in the fishery was 313.4 mm and it was taken the year following a strong warm water El Ni&#x000F1;o event in 1993.</p></sec>
<sec>
<title>Body condition and gonad index (2016&#x02013;2017)</title>
<p>Shrinkage scores were recorded for 11,818 red abalone at 9 fishery sites in 2016 (<italic>n</italic> = 5,108) and 10 fishery sites in 2017 (<italic>n</italic> = 6,710) (<xref ref-type="supplementary-material" rid="SM3">Supplementary Table S3</xref>). Visible body shrinkage was extensive across all of the fishery sites sampled. Shrunken abalone comprised 8&#x02013;54% of the observations at a site (<xref ref-type="fig" rid="F5">Figures 5A,B</xref>; <xref ref-type="supplementary-material" rid="SM3">Supplementary Table S3</xref>), with an average of 30 and 26% shrunken across all of the sites in 2016 and 2017, respectively. The highest percentage of shrunken abalone was observed at Fort Ross in 2017. Most of the shrunken abalone were scored with the first level of shrinkage (1: 17&#x02013;21% average). One percent of the observed abalone were scored as severely shrunken (3). By the 2017 fishing season, fishers often shared how they looked for healthy abalone and avoided obviously shrunken abalone before selecting it for harvest. Divers observed abalone shells resting directly on the rocky reef where they resembled empty shells rather than being able to see the shell above the surface of the rock raised up by the thick mass of the abalone&#x00027;s healthy body. Divers noted that the shrunken abalone were weak as they were easily able to pick up by hand rather than prying the animal off the rock with an abalone iron. Further, healthy red abalone that are growing in size have a bright red shell margin which was absent in the vast majority of abalone examined during the body condition sampling in 2016&#x02013;2017.</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p><bold>(A)</bold> Red abalone shrinkage score distribution at 9 creel survey sites in 2016. See <xref ref-type="supplementary-material" rid="SM2">Supplementary Table S2</xref> for summary results. <bold>(B)</bold> Red abalone shrinkage score distribution at 11 creel survey sites in 2017. See <xref ref-type="supplementary-material" rid="SM2">Supplementary Table S2</xref> for summary results.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fclim-04-908708-g0005.tif"/>
</fig>
<p>Abalone sampled at Van Damme State Park in 2016 (<italic>n</italic> = 57) and 2017 (<italic>n</italic> = 64) were unevenly distributed across shrinkage scores (<italic>n</italic><sub>0</sub> = 34; <italic>n</italic><sub>1</sub> = 60; <italic>n</italic><sub>2</sub> = 21; <italic>n</italic><sub>3</sub> = 6). Median body condition index (BCI) and gonad index (GI) values decreased as the shrinkage score increased in severity (<xref ref-type="fig" rid="F6">Figure 6</xref>). Kruskal-Wallis tests of the BCI (<italic>Chi</italic><sup>2</sup> = 38.997, <italic>df</italic> = 3, <italic>p</italic> &#x0003C;  &#x0003C;0.0001) and the GI (<italic>Chi</italic><sup>2</sup> = 20.65, <italic>df</italic> = 3, <italic>p</italic> = 0.0001) both indicated significant differences across shrinkage score categories. The median BCI and GI was lower in 2016&#x02013;2017 than the baseline index values (BCI<sub>baseline</sub> = 0.136&#x02013;0.153; GI<sub>baseline</sub> = 194&#x02013;394), regardless of shrinkage score (BCI<sub>0</sub> = 0.121; BCI<sub>1</sub> = 0.103; BCI<sub>2</sub> = 0.086; BCI<sub>3</sub> = 0.064; GI<sub>0</sub> = 50.8; GI<sub>1</sub> = 25.1; GI<sub>2</sub> = 15.1; GI<sub>3</sub> = 0). The low gonad index scores were associated with low numbers of eggs and few gonad with mature sperm present in histological samples of the gonad tissue (Rogers-Bennett et al., <xref ref-type="bibr" rid="B67">2021</xref>).</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p>Boxplots of body condition index (<italic>left</italic>) and gonad index (<italic>right</italic>) by shrinkage score in 2016 and 2017 from Van Damme State Park (males and females combined). Baseline Body Index (2000&#x02013;2009) = 0.144 (se = 0.001) Baseline Gonad Index (2000&#x02013;2009) = 507 (se = 80.8).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fclim-04-908708-g0006.tif"/>
</fig></sec>
<sec>
<title>Larval and newly-settled abalone (2014&#x02013;2018)</title>
<p>Abalone productivity as seen by the production of abalone larvae and newly settled abalone was low during and after the MHW years (<xref ref-type="fig" rid="F7">Figure 7</xref>). Prior to the warm water years larval abundance was patchy but in half the years larvae were seen in plankton tows conducted at Van Damme State Park in August from 2007 to 2012 (Rogers-Bennett et al., <xref ref-type="bibr" rid="B64">2016</xref>). In 2013 and 2016, red abalone larvae were present in the plankton tows, but during the years encompassing the MHW (2014&#x02013;2016) and the years that followed 2017&#x02013;2019, no abalone larvae were encountered. Newly settled abalone were found on crustose coralline covered rocks from 2007 to 2013 (with the exception of 2012) (Rogers-Bennett et al., <xref ref-type="bibr" rid="B64">2016</xref>). In 2014&#x02013;2019, no newly-settled abalone were encountered on any of the rocks, although Hart et al. (<xref ref-type="bibr" rid="B24">2020</xref>) encountered some further south in kelp forests in the Monterey area during those years.</p>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p>(<italic>Top</italic>) Number of larval abalone found in 6 plankton tows in August of each year at sites in northern California. (<italic>Bottom</italic>) The number of newly settled abalone found on crustose coralline covered rocks (<italic>N</italic> = 80) in August of each year at sites in northern California.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fclim-04-908708-g0007.tif"/>
</fig></sec>
<sec>
<title>Mass mortality (2017&#x02013;2018)</title>
<p>In 2017 and 2018, 36,240 m<sup>2</sup> of subtidal rocky reef habitat were surveyed, and 5,493 live red abalone and 3,597 dead abalone (dead, dying, or empty shells) were quantified across all sites in both years (<xref ref-type="table" rid="T1">Table 1</xref>). The percentage of observed abalone that were dead at a site ranged from 22 to 84%, with the highest percentage reported at Caspar Cove in both 2017 (67%) and 2018 (84%). The percentage dead increased in 2018 at nearly all re-surveyed sites, with Fort Ross jumping from 23% in 2017 to 73% in 2018. The mortalities were also observed at the Point Cabrillo State Marine Reserve in 2017 (22%).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Summary of red abalone mortality observations on subtidal surveys in 2017 and 2018.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold> </bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>2017</bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>2018</bold></th>
</tr>
<tr>
<th valign="top" align="left"><bold>Site</bold></th>
<th valign="top" align="center"><bold><italic>N</italic></bold></th>
<th valign="top" align="center"><bold>% Dead</bold></th>
<th valign="top" align="center"><bold><italic>N</italic></bold></th>
<th valign="top" align="left"><bold>% Dead</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Todds Point</td>
<td valign="top" align="center">712</td>
<td valign="top" align="center">41</td>
<td valign="top" align="center">358</td>
<td valign="top" align="left">34</td>
</tr>
<tr>
<td valign="top" align="left">Caspar Cove</td>
<td valign="top" align="center">446</td>
<td valign="top" align="center">67</td>
<td valign="top" align="center">149</td>
<td valign="top" align="left">84</td>
</tr>
<tr>
<td valign="top" align="left">Point Cabrillo<xref ref-type="table-fn" rid="TN1"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">326</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">Van Damme</td>
<td valign="top" align="center">606</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">623</td>
<td valign="top" align="left">39</td>
</tr>
<tr>
<td valign="top" align="left">Point Arena</td>
<td valign="top" align="center">881</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">Salt Point</td>
<td valign="top" align="center">213</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">&#x02013;</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td valign="top" align="left">Ocean Cove</td>
<td valign="top" align="center">511</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">365</td>
<td valign="top" align="left">44</td>
</tr>
<tr>
<td valign="top" align="left">Timber Cove</td>
<td valign="top" align="center">614</td>
<td valign="top" align="center">32</td>
<td valign="top" align="center">301</td>
<td valign="top" align="left">53</td>
</tr>
<tr>
<td valign="top" align="left">Fort Ross</td>
<td valign="top" align="center">621</td>
<td valign="top" align="center">23</td>
<td valign="top" align="center">572</td>
<td valign="top" align="left">73</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Percent of dead abalone is the sum of all observations of dead or dying red abalone, and empty shells</italic>.</p>
<p><italic>&#x0201C;&#x02013;&#x0201D; indicates no data</italic>.</p>
<fn id="TN1"><label>&#x0002A;</label><p><italic>Point Cabrillo is a Marine Protected Area (no-take abalone reserve)</italic>.</p></fn>
</table-wrap-foot>
</table-wrap></sec>
<sec>
<title>Depth distribution shift (2017)</title>
<p>Red abalone densities declined dramatically by 2017 due to mass mortalities (<italic>see Mass Mortality above</italic>) in all depths. Historically, subtidal abalone population densities were high (0.24&#x02013;1.01 abalone m<sup>&#x02212;2</sup>) during the years before the MHW and subsequent mass mortalities (Rogers-Bennett and Catton, <xref ref-type="bibr" rid="B63">2019</xref>). Abalone population densities were also differentially impacted by depth, such that the three shallowest strata [A-C (&#x0003C;13.8 m depth)] experienced &#x0003E; 70% declines in density, and the deepest stratum experienced &#x0007E;40% density decline overall (<xref ref-type="fig" rid="F8">Figure 8</xref>). Although the historical pattern of higher densities in shallower habitats remained, the average density in the shallowest depth stratum [A (&#x0003C;4.9 m depth): 0.30 abalone m<sup>&#x02212;2</sup>] was the only one above the MSD reference point of 0.20 abalone m<sup>&#x02212;2</sup>.</p>
<fig id="F8" position="float">
<label>Figure 8</label>
<caption><p>Comparison of average transect density across time periods, by depth stratum (shallow to deep) at the eight fishery index sites. Depth strata: <bold>(A)</bold> 0&#x02013;4.6 m, <bold>(B)</bold> 4.7&#x02013;9.1 m, <bold>(C)</bold> 9.2&#x02013;13.7 m, <bold>(D)</bold> 13.8&#x02013;18.2 m. Black dashed line represents the minimum spawning density (MSD) reference point used in the depth distribution analysis. &#x0201C;MME&#x0201D; is Mass Mortality Event.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fclim-04-908708-g0008.tif"/>
</fig>
<p>The best fit models for estimating the probability of transect densities greater than MSD include all three factors (Depth, Time Period, and Site) and an interaction term (<xref ref-type="table" rid="T2">Table 2</xref>), indicating that the relationship between depth and the MSD probability differed across site and time period. During the baseline time period, the probability of densities &#x0003E;MSD was high (0.98 average) in the shallow depths, gradually decreasing from 0.9 probability in depths &#x0003E;3.5&#x02013;7.0 m toward &#x0003C;0.1 in depths &#x0003E;15 m, depending on the site. The probability of densities &#x0003E;MSD at 9 m depth (the fishery refuge depth) ranged between 0.56 and 0.83 across the sites (average 0.71).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Summary results of logistic regression model results.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold> </bold></th>
<th valign="top" align="center" colspan="2" style="border-bottom: thin solid #000000;"><bold>Probability</bold> &#x0003E; <bold>MSD &#x00040; 9 m depth</bold></th>
</tr>
<tr>
<th valign="top" align="left"><bold>Site</bold></th>
<th valign="top" align="center"><bold>Baseline (2003&#x02013;2007)</bold></th>
<th valign="top" align="center"><bold>MME (2017)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Todd&#x00027;s Point</td>
<td valign="top" align="center">0.66</td>
<td valign="top" align="center">0.15</td>
</tr>
<tr>
<td valign="top" align="left">Caspar Cove</td>
<td valign="top" align="center">0.56</td>
<td valign="top" align="center">0.05</td>
</tr>
<tr>
<td valign="top" align="left">Point Cabrillo<xref ref-type="table-fn" rid="TN2"><sup>&#x0002A;</sup></xref></td>
<td valign="top" align="center">0.58</td>
<td valign="top" align="center">0.07</td>
</tr>
<tr>
<td valign="top" align="left">Van Damme</td>
<td valign="top" align="center">0.77</td>
<td valign="top" align="center">0.11</td>
</tr>
<tr>
<td valign="top" align="left">Point Arena</td>
<td valign="top" align="center">0.83</td>
<td valign="top" align="center">0.29</td>
</tr>
<tr>
<td valign="top" align="left">Salt Point</td>
<td valign="top" align="center">0.65</td>
<td valign="top" align="center">0.06</td>
</tr>
<tr>
<td valign="top" align="left">Ocean Cove</td>
<td valign="top" align="center">0.77</td>
<td valign="top" align="center">0.13</td>
</tr>
<tr>
<td valign="top" align="left">Timber Cove</td>
<td valign="top" align="center">0.82</td>
<td valign="top" align="center">0.15</td>
</tr>
<tr>
<td valign="top" align="left">Fort Ross</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">0.21</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Probability of transect density &#x0003E; Minimum Spawning Density (MSD = 0.2/m<sup>&#x02212;2</sup>) at 9 m depth. Average baseline probability = 0.71; average after the Mass Mortality Event: probability = 0.14</italic>.</p>
<fn id="TN2"><label>&#x0002A;</label><p><italic>Point Cabrillo is a State Marine Reserve (no-take abalone reserve)</italic>.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>In 2017, the probability of densities &#x0003E;MSD in the shallowest depths were substantially reduced from baseline, and were highly variable across the sites (0.45&#x02013;0.91; 0.72 average). The probabilities further declined with increased depth, such that the average probability of densities &#x0003E;MSD at 9 m depth averaged 0.14 (range: 0.05&#x02013;0.29). Those estimated probabilities in 2017 are 0.51&#x02013;0.67 lower than baseline estimates.</p></sec></sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<sec>
<title>Red abalone impacts</title>
<p>The progressive impacts on the abalone population (Resource Impacts) of the MHW (Primary Climate Stressor) and the kelp forest collapse (System Response) are outlined in the Conceptual Model case study detail in <xref ref-type="fig" rid="F9">Figure 9</xref>. As a result of the Resource Impacts, a series of unanticipated anthropogenic, biological, and environmental stressors are identified that the population may be more vulnerable to in the impacted state <xref ref-type="table" rid="T3">(Table 3</xref>).</p>
<fig id="F9" position="float">
<label>Figure 9</label>
<caption><p>Conceptual Model (details of &#x0201C;resource impact&#x0201D; and &#x0201C;additional stressors&#x0201D; explored)&#x02014;Abalone Example Interaction of additional stressors with consequences of MHW bold outline = unanticipated impacts.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fclim-04-908708-g0009.tif"/>
</fig>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Conceptual model&#x02014;detail of red abalone vulnerability to additional stressors.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Stressor type</bold></th>
<th valign="top" align="left"><bold>Stressor ID</bold></th>
<th valign="top" align="left"><bold>Additional stressor description</bold></th>
<th valign="top" align="left"><bold>Interacting resource impact</bold></th>
<th valign="top" align="left"><bold>Interaction description</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Anthropogenic</td>
<td valign="top" align="left">A1</td>
<td valign="top" align="left">Fishing pressure</td>
<td valign="top" align="left">Emergence of all size classes</td>
<td valign="top" align="left">Increased detectability of abalone</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Poor body condition</td>
<td valign="top" align="left">Weak abalone are easier to remove from the rock</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Shallow distribution</td>
<td valign="top" align="left">Increased accessibility to tidally-accessed fishery<break/> Decreased productivity of deep-water <italic>de facto</italic> reserve</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Abalone mortality</td>
<td valign="top" align="left">High natural mortality rates exacerbated by additional fishing mortality</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">A2</td>
<td valign="top" align="left">Oil spill risk</td>
<td valign="top" align="left">Shallow distribution</td>
<td valign="top" align="left">Large portion of the population vulnerable to oil contamination on shorelines</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Abalone mortality</td>
<td valign="top" align="left">High natural mortality rates exacerbated by additional mortality due to oil contamination</td>
</tr>
<tr>
<td valign="top" align="left">Biological</td>
<td valign="top" align="left">B1</td>
<td valign="top" align="left">Harmful algal bloom</td>
<td valign="top" align="left">Shallow distribution</td>
<td valign="top" align="left">Large portion of the population vulnerable to shallow hypoxia or toxins</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Abalone mortality</td>
<td valign="top" align="left">High natural mortality rates exacerbated by additional mortality</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">B2</td>
<td valign="top" align="left">Marine diseases</td>
<td valign="top" align="left">Low productivity</td>
<td valign="top" align="left">Diseased individuals may have reduced gonad condition</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Poor body condition</td>
<td valign="top" align="left">Unhealthy individuals may be more susceptible to disease</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Abalone mortality</td>
<td valign="top" align="left">High natural mortality rates exacerbated by additional disease mortality</td>
</tr>
<tr>
<td valign="top" align="left">Environmental</td>
<td valign="top" align="left">E1</td>
<td valign="top" align="left">Increased storm energy</td>
<td valign="top" align="left">Poor body condition</td>
<td valign="top" align="left">Weak abalone more vulnerable to dislodging from increased storm energy associated with climate change</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Shallow distribution</td>
<td valign="top" align="left">Higher proportion of the abalone population vulnerable to dislodging and sand inundation associated with increased storm energy</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Abalone mortality</td>
<td valign="top" align="left">High natural mortality rates exacerbated by additional mortality associated with increased vulnerability to storm energy</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">E2</td>
<td valign="top" align="left">Increased flooding</td>
<td valign="top" align="left">Poor Body condition</td>
<td valign="top" align="left">Weak abalone more vulnerable to energetic costs associated with freshwater inundation and/or sediment burial</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Shallow distribution</td>
<td valign="top" align="left">Higher proportion of the abalone population vulnerable to flooding-related stressors</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Abalone mortality</td>
<td valign="top" align="left">High natural mortality rates exacerbated by additional mortality associated with increased vulnerability to flooding</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">E3</td>
<td valign="top" align="left">Increased upwelling</td>
<td valign="top" align="left">Shallow distribution</td>
<td valign="top" align="left">Populations may be less vulnerable to deleterious ocean chemistry (low pH/low oxygen) associated with increased upwelling</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Abalone mortality</td>
<td valign="top" align="left">May exacerbate high abalone mortality if upwelling results in deleterious ocean chemistry in shallow nearshore</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">E4</td>
<td valign="top" align="left">Increased air temperature</td>
<td valign="top" align="left">Shallow distribution</td>
<td valign="top" align="left">Large portion of the population exposed during day-time low tides</td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Abalone mortality</td>
<td valign="top" align="left">High natural mortality rates exacerbated by additional mortality due to desiccation or overheating</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>In this red abalone case study, the impacts were cumulative and became increasingly more severe over time. Three of the impacts were expected, once food became extremely limited for abalone, and proceeded to occur in a predictable order based on previous research&#x02014;low productivity, poor body condition, and mortality (Vilchis et al., <xref ref-type="bibr" rid="B80">2005</xref>; Rogers-Bennett et al., <xref ref-type="bibr" rid="B65">2010</xref>). Low quality or insufficient food availability reduces available energy for producing gametes. If low food conditions persist for an extended period, the abalone will cease to add new shell, which was observed in this case study as the absence of a bright red growing lip on the anterior margin of the shell. Prolonged starvation leads to poor body condition, and results in the weakening and shrinking of the foot muscle. The foot muscle is critical for adhesion, protecting the abalone from being dislodged by predators or large waves, and is used to capture drift algae for feeding. By the spring of 2016, visibly shrunken abalone were widely observed throughout the region (<xref ref-type="fig" rid="F5">Figure 5</xref>), which corresponded to significantly reduced gonad and body condition (<xref ref-type="fig" rid="F6">Figure 6</xref>). In the fall of 2016, freshly dead or dying abalone began to wash onto the shore in large numbers. Mortalities substantially increased in 2017 and 2018, as 40% of the abalone observed succumbed to the starvation conditions. Many abalone were seen upside down on the reef, having failed to adhere to the rock, and were vulnerable to predators and scavengers (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<p>The duration, geographic scale, and severity of these impacts were devastating to the productivity and recovery potential of the red abalone population in the region. The high mortality rates resulted in substantial declines in population densities throughout the depth ranges, across all of the sites (including inside a Marine Protected Area). Because abalone are broadcast-spawning and sedentary species, population densities need to be sufficiently high for successful fertilization to occur (Babcock and Keesing, <xref ref-type="bibr" rid="B2">1999</xref>; Button, <xref ref-type="bibr" rid="B8">2008</xref>). However, gamete production had also been severely impacted after 2015, and laboratory studies have shown that recovery from starvation may require more than a year for gamete production to resume, even with constant access to food (S. Boles, personal communication). Population recovery through natural reproduction and growth will take many years to decades to achieve even after the kelp forest may be restored, due to the ongoing declines in population densities below Minimum Spawning Density, and the recovery time needed for gamete production, and growth through early life history to maturity &#x0007E;12 years (Rogers-Bennett et al., <xref ref-type="bibr" rid="B69">2007</xref>).</p>
<p>Two additional impacts to the red abalone population were unanticipated&#x02014;the emergence of size classes and the shift in the depth distribution to shallow habitats&#x02014;both of which made the population more vulnerable to fishing (<xref ref-type="table" rid="T3">Table 3</xref>). These impacts were both driven, in part, by changes in abalone behavior in response to prolonged food limitation. Divers often noted that the abalone observed during the transect surveys were actively moving along the reef, presumably in search of food. This behavior is extremely unusual for abalone during the day, as they are usually sedentary or hidden in crevices. The emergence of sublegal and trophy-sized abalone increased the vulnerability of those size classes to predation and fishing. Thirty percent of the 34-year record of trophy-fished abalone were recorded since the onset of the MHW in 2014, suggesting that the MHW and kelp forest collapse increased the vulnerability of trophy-sized abalone to fishing.</p>
<p>This increased abalone mobility resulted in a shift in the depth distribution toward the intertidal, where a narrow band of fleshy algae persisted. Recreational abalone fishers frequently remarked on how many abalone they encountered high in the intertidal, and that the abalone were sometimes stacked on top of each other. These observations created a misleading impression that the abalone population was more abundant than in the past because they were in such high numbers where they were tidally-accessible. Many fishers did not believe the red abalone population was undergoing a mass mortality event since they saw more abalone in the shallowest habitats, further impeding fishery management efforts to protect the surviving stock.</p></sec>
<sec>
<title>Cascading risks and vulnerabilities</title>
<p>With each new impact to the abalone, the number and types of additional stressor vulnerabilities also increased. Many of the stressors listed in <xref ref-type="table" rid="T3">Table 3</xref> had not been previously identified as high risks to red abalone population viability. Oil spills and increased flooding were considered to have only localized and infrequent impacts to the population, because abalone were previously distributed beyond (deeper than) the areas at risk. Severe wildfires in the region, such as the Tubbs Fire (2017) and the Glass Fire (2020) intensified stressors associated with flooding, such as high sediment loads from landslides and toxic pollutants from burned structures. Following a major freshwater flooding event in February 2019, abalone near river mouths were observed dead and washed up on the beaches.</p>
<p>Increased storm wave energy (Young et al., <xref ref-type="bibr" rid="B83">2011</xref>), harmful algal blooms (Rogers-Bennett et al., <xref ref-type="bibr" rid="B68">2012</xref>), and warming air temperatures have also been a growing concern as climate stressors that would have previously not had major impacts on subtidal abalone populations (<xref ref-type="table" rid="T3">Table 3</xref>). The wave energy from winter storms dislodged weakened abalone from the shallow rocky reefs and washed them onto local beaches in large numbers. Wave height data from the Coastal Data Information Program from the buoy at Cape Mendocino (station 094) for the years 1999&#x02013;2021 showed that wave heights infrequently exceeded 9 m prior to 2015. During the MHW, and in subsequent years of the ongoing kelp forest collapse and mass abalone mortalities, anomalously large winter waves continued to impact the northern California shores. In November 2019, wave heights exceeded 12 m, the largest recorded waves in the record. These observations are consistent with the prediction that climate stressors are increasing in intensity and frequency, even as the fishery resources may be becoming more vulnerable to those and other stressors. As the depth distribution of the abalone population shifted dramatically up the shore, and the deep water population became scarce, these climate-related stressors pose greater risks to the overall population viability.</p></sec>
<sec>
<title>Adaptive management</title>
<p>As illustrated in the conceptual framework (<xref ref-type="fig" rid="F1">Figure 1A</xref>), the goal of adaptive management will be to detect and respond to the Primary Climate Stressor(s), the System Response, and/or the Additional Stressors. For the abalone case study, the initial management response was focused solely on reducing the additional stressor associated with fishing pressure. In 2017 the fishing limits were reduced, and the following year the fishery was closed in 2018, due to ongoing mass mortalities and severe declines in population density (Rogers-Bennett et al., <xref ref-type="bibr" rid="B66">2019</xref>) (<xref ref-type="fig" rid="F1">Figure 1B</xref>). These decisions were informed by increased research efforts of the abalone and the ecosystem, starting in 2015. There was resistance from a small portion of the fishers who observed increased numbers of abalone in the very shallow waters, however most divers saw the massive large-scale mortality impacts. Given that major population-level impacts can arise in a short amount of time, the challenge to natural resource management will be to monitor the resource, and quickly impose restraints to extraction on environmentally-stressed populations. Adaptive management to the Primary Climate Stressor(s) must include both mitigation and adaptation strategies, to dampen or reverse the increasing trend in global temperature. Protecting existing kelp forests, and many other vulnerable foundational species (e.g., seagrasses and terrestrial forests), is critically important to maintain biodiversity and carbon sequestration.</p>
<p>Despite precautionary management, a fishery management plan in action, and management regulations in place to protect a portion of the stock (e.g., minimum legal size limit, breath-hold diving, and MPAs), large-scale starvation conditions undermined those productivity protection and management measures. Gonad index values &#x0003C;30% of baseline, and the absence of larval and newly-settled abalone in surveys, signaled a potential problem with fishery recruitment in the future. The shift in the depth distribution, and high mortalities even in Marine Protected Areas, signaled the loss of the reserve populations as sources of productivity for the fishery. With ongoing population declines, and multiple indicators of long-term reproductive failure, any level of fishing was determined to be unsustainable. The fishery management strategies were designed for regular recruitment with constant natural mortality, which this case study shows is not consistent with climate change impacts to populations. Instead, fishery management plans will need to be redesigned to improve detection capabilities, responsiveness, and resilience to large-scale climate impacts and cascading risks. Without climate-ready management, fishing the survivors of unfavorable environmental conditions could greatly reduce the pace of future population recovery, or drive the stock to local extinction. A Draft Red Abalone Fishery Management Plan is being written in 2022, in response to the lessons learned from the kelp forest collapse, that expands the indicators guiding fishery management decisions to include environmental and biological indicators of ecosystem and abalone productivity (Fish and Game Commission March 2022; fgc.ca.gov).</p>
<p>Along with management efforts to stop fishing mortality, there is an urgent need to restore the kelp forest. Again, the urgency of the situation was misunderstood as many fishers, managers, and scientists thought the system would naturally rebound as it had in the past. With the wide-scale transition to sea urchin barrens (System Response), a quick recovery was not possible without intervention. In 2016, research was initiated to explore opportunities to support kelp forest recovery (System Response), through coordinated urchin harvest and kelp forest restoration approaches. Given that most kelp restoration projects are small in scale (&#x0003C;1 ha) and short in duration, the recommendation is for larger projects to enhance success. A collaborative kelp recovery plan for northern California was developed in 2019 to guide collective efforts by agencies, tribes, industry groups, universities, and non-profits (Hohman et al., <xref ref-type="bibr" rid="B30">2019</xref>) yet the response has taken 8 years since the MHW and KFC for the state agencies to produce an action plan for restoring California&#x00027;s Kelp Forests (California Ocean Protection Council 2021). A review of possible policy responses suggest that <italic>resist</italic>ing the decline and promoting kelp forest restoration will be key for the future of this ecosystem (Rogers-Bennett et al., <xref ref-type="bibr" rid="B70">2022</xref>).</p>
<p>Climate change, and the resulting ecosystem impacts, are arguably some of the biggest challenges for natural resource science and management today. This work demonstrates the importance of tracking multiple metrics to develop an ecosystem-based conceptual model to inform management. The red abalone case study highlights the challenges with fixed management strategies, or strategies that do not explicitly incorporate environmental or ecosystem indicators. While adaptive management approaches are often designed to be reactive to changes in stock conditions, proactive management of additional potential stressor vulnerabilities may improve climate resilience of the ecosystem and the stock. Ecosystem-based management of critical habitats, as an adaptation strategy, may be improved by implementing environmental forecasting models, to inform understanding of climate drivers of ecosystem dynamics (McPherson et al., <xref ref-type="bibr" rid="B46">2021</xref>). Identifying the likely resource responses to potential major ecosystem disruptions, and interactions with additional stressors, is the first step toward developing adaptive management strategies to protect resources in the face of climate-driven reductions in productivity and biodiversity. Continuing to examine outcomes from additional case studies will be critical to improving our understanding of the cascading impacts and risks of climate change.</p></sec></sec>
<sec id="s5">
<title>Permissions for protected areas</title>
<p>Underwater surveys were conducted inside and outside Marine Protected Areas (MPA). Surveys in Van Damme State Park, and Salt Point State Park State Marine Conservation Areas and Point Cabrillo State Marine Reserve were conducted in collaboration with, and the permission of, the California Department of Fish and Wildlife who is the managing authority for MPAs in California.</p></sec>
<sec sec-type="data-availability" id="s6">
<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="s7">
<title>Author contributions</title>
<p>LR-B and CC wrote the paper, contributed to data collection, and performed the analyses. All authors contributed to the article and approved the submitted version.</p></sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>This work was supported by the California Department of Fish and Wildlife and NSF OCE 2023664.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p></sec>
</body>
<back><ack><p>Thank you to patrol vessel captains A. Roberts, B. Bailie, and R. Puccinelli of the wildlife enforcement division and the diving safety officers D. Osorio and J. Herum who made this work possible. Thank you to S. Kawana and the many volunteer divers and boat operators who helped gather data on red abalone. J. Bray CSU COAST intern created figures of abalone condition. This is a publication of the University of California, Davis, Bodega Marine Laboratory and the Coastal Marine Science Institute.</p>
</ack>
<sec sec-type="supplementary-material" id="s10">
<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/fclim.2022.908708/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fclim.2022.908708/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.zip" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Figure S1</label>
<caption><p>Logistic regression model fit summary.</p></caption> </supplementary-material>
<supplementary-material xlink:href="Data_Sheet_1.zip" id="SM1" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table S1</label>
<caption><p>Sample sizes of red abalone lengths during scuba surveys&#x02014;Baseline vs. during Kelp Forest Collapse.</p></caption> </supplementary-material>
<supplementary-material xlink:href="Data_Sheet_1.zip" id="SM2" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table S2</label>
<caption><p>Summary results of shrinkage scores of red abalone during 2016 and 2017 creel surveys.</p></caption> </supplementary-material>
<supplementary-material xlink:href="Data_Sheet_1.zip" id="SM3" mimetype="application/zip" xmlns:xlink="http://www.w3.org/1999/xlink">
<label>Supplementary Table S3</label>
<caption><p>Box plots of significant wave height in feet from the Mendocino offshore NOAA buoy station 094 by month from 2015 and 2019.</p></caption> </supplementary-material></sec>
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