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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.2022.958727</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>State of the California Current Ecosystem in 2021: Winter is coming?</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Thompson</surname>
<given-names>Andrew R.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/424224"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bjorkstedt</surname>
<given-names>Eric P.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1280250"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bograd</surname>
<given-names>Steven&#xa0;J.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/638066"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fisher</surname>
<given-names>Jennifer L.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hazen</surname>
<given-names>Elliott L.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/148568"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Leising</surname>
<given-names>Andrew</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1381706"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Santora</surname>
<given-names>Jarrod A.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1532976"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Satterthwaite</surname>
<given-names>Erin V.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/854263"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sydeman</surname>
<given-names>William J.</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alksne</surname>
<given-names>Michaela</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Auth</surname>
<given-names>Toby D.</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Baumann-Pickering</surname>
<given-names>Simone</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/606504"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Bowlin</surname>
<given-names>Noelle M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Burke</surname>
<given-names>Brian&#xa0;J.</given-names>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1416802"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Daly</surname>
<given-names>Elizabeth A.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1400116"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Dewar</surname>
<given-names>Heidi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/483306"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Field</surname>
<given-names>John&#xa0;C.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1084639"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Garfield</surname>
<given-names>Newell T.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Giddings</surname>
<given-names>Ashlyn</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1399908"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Goericke</surname>
<given-names>Ralf</given-names>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hildebrand</surname>
<given-names>John</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Horton</surname>
<given-names>Cheryl A.</given-names>
</name>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
<xref ref-type="aff" rid="aff15">
<sup>15</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1416781"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jacobson</surname>
<given-names>Kym&#xa0;C.</given-names>
</name>
<xref ref-type="aff" rid="aff16">
<sup>16</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1458098"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jacox</surname>
<given-names>Michael G.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff17">
<sup>17</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/612819"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jahncke</surname>
<given-names>Jaime</given-names>
</name>
<xref ref-type="aff" rid="aff18">
<sup>18</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1416779"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Johns</surname>
<given-names>Michael</given-names>
</name>
<xref ref-type="aff" rid="aff18">
<sup>18</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jones</surname>
<given-names>Joshua</given-names>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kudela</surname>
<given-names>Raphe M.</given-names>
</name>
<xref ref-type="aff" rid="aff19">
<sup>19</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/358896"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Melin</surname>
<given-names>Sharon&#xa0;R.</given-names>
</name>
<xref ref-type="aff" rid="aff20">
<sup>20</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1454365"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Morgan</surname>
<given-names>Cheryl A.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/825744"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Nickels</surname>
<given-names>Catherine F.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1345894"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Orben</surname>
<given-names>Rachael A.</given-names>
</name>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/462293"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Porquez</surname>
<given-names>Jessica M.</given-names>
</name>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1410694"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Portner</surname>
<given-names>Elan J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1425955"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Preti</surname>
<given-names>Antonella</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Robertson</surname>
<given-names>Roxanne R.</given-names>
</name>
<xref ref-type="aff" rid="aff21">
<sup>21</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1399834"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Rudnick</surname>
<given-names>Daniel L.</given-names>
</name>
<xref ref-type="aff" rid="aff22">
<sup>22</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/626661"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Sakuma</surname>
<given-names>Keith M.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1954286"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Schroeder</surname>
<given-names>Isaac D.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/829555"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Snodgrass</surname>
<given-names>Owyn E.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/557439"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Thompson</surname>
<given-names>Sarah Ann</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1141473"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Trickey</surname>
<given-names>Jennifer S.</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1381746"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Warzybok</surname>
<given-names>Pete</given-names>
</name>
<xref ref-type="aff" rid="aff18">
<sup>18</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1568848"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Watson</surname>
<given-names>William</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1399983"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Weber</surname>
<given-names>Edward D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/714253"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Fisheries Resources Division, National Marine Fisheries Service, Southwest Fisheries Science Center</institution>, <addr-line>La Jolla, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Fisheries Ecology Division, National Marine Fisheries Service, Southwest Fisheries Science Center</institution>, <addr-line>Arcata, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Fisheries Biology, Humboldt State University</institution>, <addr-line>Arcata, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Environmental Research Division, National Marine Fisheries Service, Southwest Fisheries Science Center</institution>, <addr-line>Monterey, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Cooperative Institute for Marine Resources Studies, Oregon State University Hatfield Marine Science Center</institution>, <addr-line>Newport, OR</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Fisheries Ecology Division, National Marine Fisheries Service, Southwest Fisheries Science Center</institution>, <addr-line>Santa Cruz, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff7">
<sup>7</sup>
<institution>California Sea Grant, Scripps Institution of Oceanography, University of California (UC) San Diego</institution>, <addr-line>La Jolla, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff8">
<sup>8</sup>
<institution>Farallon Institute</institution>, <addr-line>Petaluma, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff9">
<sup>9</sup>
<institution>Scripps Acoustic Ecology Lab, Scripps Institution of Oceanography, University of California</institution>, <addr-line>San Diego, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff10">
<sup>10</sup>
<institution>Pacific States Marine Fisheries Commission, Hatfield Marine Science Center</institution>, <addr-line>Newport, OR</addr-line>, <country>United States</country>
</aff>
<aff id="aff11">
<sup>11</sup>
<institution>Marine Physical Laboratory, Scripps Institution of Oceanography, University of California</institution>, <addr-line>San Diego, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff12">
<sup>12</sup>
<institution>Fish Ecology Division, National Marine Fisheries Service, Northwest Fisheries Science Center</institution>, <addr-line>Seattle, WA</addr-line>, <country>United States</country>
</aff>
<aff id="aff13">
<sup>13</sup>
<institution>Integrative Oceanography Division, Scripps Institution of Oceanography, University of California</institution>, <addr-line>San Diego, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff14">
<sup>14</sup>
<institution>Department of Fisheries, Wildlife, and Conservation Sciences, Oregon State University, Hatfield Marine Science Center</institution>, <addr-line>Newport, OR</addr-line>, <country>United States</country>
</aff>
<aff id="aff15">
<sup>15</sup>
<institution>U.S Geological Survey, Western Ecological Research Center, Santa Cruz Field Station</institution>, <addr-line>Santa Cruz, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff16">
<sup>16</sup>
<institution>Fish Ecology Division, National Marine Fisheries Service, Northwest Fisheries Science Center, Hatfield Marine Science Center</institution>, <addr-line>Newport, OR</addr-line>, <country>United States</country>
</aff>
<aff id="aff17">
<sup>17</sup>
<institution>Physical Sciences Laboratory, National Oceanic and Atmospheric Administration</institution>, <addr-line>Boulder, CO</addr-line>, <country>United States</country>
</aff>
<aff id="aff18">
<sup>18</sup>
<institution>Point Blue Conservation Science</institution>, <addr-line>Petaluma, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff19">
<sup>19</sup>
<institution>Ocean Sciences Department, University of California</institution>, <addr-line>Santa Cruz, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff20">
<sup>20</sup>
<institution>Marine Mammal Laboratory, National Marine Fisheries Service, Alaska Fisheries Science Center</institution>, <addr-line>Seattle, WA</addr-line>, <country>United States</country>
</aff>
<aff id="aff21">
<sup>21</sup>
<institution>Cooperative Institute for Marine Ecosystems and Climate, Humboldt State University</institution>, <addr-line>Arcata, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff22">
<sup>22</sup>
<institution>Climate, Atmospheric Science and Physical Oceanography Division, Scripps Institution of Oceanography, University of California</institution>, <addr-line>San Diego, CA</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Bernardo Patti, National Research Council (CNR), Italy</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Jaime F&#xe4;rber Lorda, Center for Scientific Research and Higher Education in Ensenada (CICESE), Mexico; Thomas Bryce Kelly, University of Alaska Fairbanks, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Andrew R. Thompson, <email xlink:href="mailto:andrew.thompson@noaa.gov">andrew.thompson@noaa.gov</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Marine Ecosystem Ecology, a section of the journal Frontiers in Marine Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>09</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>9</volume>
<elocation-id>958727</elocation-id>
<history>
<date date-type="received">
<day>31</day>
<month>05</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>08</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2022 Thompson, Bjorkstedt, Bograd, Fisher, Hazen, Leising, Santora, Satterthwaite, Sydeman, Alksne, Auth, Baumann-Pickering, Bowlin, Burke, Daly, Dewar, Field, Garfield, Giddings, Goericke, Hildebrand, Horton, Jacobson, Jacox, Jahncke, Johns, Jones, Kudela, Melin, Morgan, Nickels, Orben, Porquez, Portner, Preti, Robertson, Rudnick, Sakuma, Schroeder, Snodgrass, Thompson, Trickey, Warzybok, Watson and Weber</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Thompson, Bjorkstedt, Bograd, Fisher, Hazen, Leising, Santora, Satterthwaite, Sydeman, Alksne, Auth, Baumann-Pickering, Bowlin, Burke, Daly, Dewar, Field, Garfield, Giddings, Goericke, Hildebrand, Horton, Jacobson, Jacox, Jahncke, Johns, Jones, Kudela, Melin, Morgan, Nickels, Orben, Porquez, Portner, Preti, Robertson, Rudnick, Sakuma, Schroeder, Snodgrass, Thompson, Trickey, Warzybok, Watson and Weber</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>In late 2020, models predicted that a strong La Ni&#xf1;a would take place for the first time since 2013, and we assessed whether physical and biological indicators in 2021 were similar to past La Ni&#xf1;as in the California Current Ecosystem (CCE). The Pacific Decadal Oscillation and Oceanic Ni&#xf1;o Index indeed remained negative throughout 2021; the North Pacific Gyre Oscillation Index, however, remained strongly negative. The seventh largest marine heatwave on record was unexpectedly present from April to the end of 2021; however, similar to past La Ni&#xf1;as, this mass of warm water mostly remained seaward of the continental shelf. As expected from past La Ni&#xf1;as, upwelling and chlorophyll were mostly high and sea surface temperature was low throughout the CCE; however, values were close to average south of Point Conception. Similar to past La Ni&#xf1;as, abundances of lipid-rich, northern copepods off Oregon increased. In northern California, unlike past La Ni&#xf1;as, the body size of North Pacific krill (<italic>Euphausia pacifica</italic>) was close to average. Predictably, overall krill abundance was above average in far northern California but, unexpectedly, below average south of Cape Mendocino. Off Oregon, similar to past La Ni&#xf1;as, larval abundances of three of six coastal species rose, while five of six southern/offshore taxa decreased in 2021. Off California, as expected based on 2020, Northern Anchovy (<italic>Engraulis mordax</italic>) were very abundant, while Pacific Sardine (<italic>Sardinops sagax</italic>) were low. Similar to past La Ni&#xf1;as, market squid (<italic>Doryteuthis opalescens</italic>) and young of the year (YOY) Pacific Hake (<italic>Merluccius pacificus</italic>), YOY sanddabs (<italic>Citharichthys</italic> spp.), and YOY rockfishes (<italic>Sebastes</italic> spp.) increased. Southern mesopelagic (e.g., Panama lightfish <italic>Vinciguerria lucetia</italic>, Mexican lampfish <italic>Triphoturus mexicanus</italic>) larvae decreased as expected but were still well above average, while northern mesopelagic (e.g., northern lampfish <italic>Stenobrachius leucopsarus</italic>) larvae increased but were still below average. In line with predictions, most monitored bird species had above-average reproduction in Oregon and California. California sea lion (<italic>Zalophus californianus</italic>) pup count, growth, and weight were high given the abundant Anchovy forage. The CCE entered an enduring La Ni&#xf1;a in 2021, and assessing the responses of various ecosystem components helped articulate aspects of the system that are well understood and those that need further study.</p>
</abstract>
<kwd-group>
<kwd>California current ecosystem</kwd>
<kwd>La Ni&#xf1;a</kwd>
<kwd>upwelling</kwd>
<kwd>anchovy</kwd>
<kwd>ecosystem assessment</kwd>
<kwd>white walkers</kwd>
</kwd-group>
<counts>
<fig-count count="10"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="70"/>
<page-count count="23"/>
<word-count count="8708"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Eastern boundary upwelling systems (EBUS) are characterized by equatorward currents transporting cool, fresh, and oxygen- and nutrient-rich water along the west coast of a continent. The four major EBUS include the California Current off the west coast of North America, the Humboldt Current off western South America, the Iberian/Canary Current off northwest Africa, and the Benguela Current off southwest Africa (<xref ref-type="bibr" rid="B23">Garcia-Reyes et&#xa0;al., 2015</xref>). These ecosystems are extraordinarily productive when wind-driven upwelling infuses nutrients toward surface waters that fuel phytoplankton blooms. Indeed, although EBUS geographically comprise less than 1% of ocean waters, they can produce up to 20% of the global fishery catch <italic>via</italic> potentially hyperabundant coastal pelagic fishes such as anchovies and sardines (<xref ref-type="bibr" rid="B41">Pauly and Christensen, 1995</xref>). However, fishery production can vary by orders of magnitude annually, and thus, predicting the status of physical and biological components of EBUS is paramount for effective ecosystem-based management.</p>
<p>Off the west coast of North America, the California Current Ecosystem stretches from southern Vancouver Island, Canada, to Baja California Sur, Mexico. The CCE originates where the eastward-flowing North Pacific Current (NPC) abuts the west coast of North America at latitudes varying interannually between 42&#xb0;N and 52&#xb0;N (<xref ref-type="bibr" rid="B59">Sydeman et&#xa0;al., 2011</xref>). Upon hitting land, the NPC bifurcates into the northward-flowing Alaska Current and equatorward California Current. The California Current (CC) flows south into Baja California before veering westward at between 15&#xb0;N and 25&#xb0;N (<xref ref-type="bibr" rid="B8">Checkley and Barth, 2009</xref>). The CC transports relatively cool, fresh, nutrient-rich, and high-oxygen water from subarctic to subtropical locations (<xref ref-type="bibr" rid="B59">Sydeman et&#xa0;al., 2011</xref>). In addition to the CC water, the CCE comprises several distinct water masses. Near the coast, cold, saline, low-oxygen, and high-nutrient upwelled water fuels high primary production. Along the coastline, the California Undercurrent transports warm, saline, low-nutrient, and low-oxygen water poleward (<xref ref-type="bibr" rid="B8">Checkley and Barth, 2009</xref>). Seaward from the CC, Central Pacific water is also relatively warm, saline, and low in nutrients and oxygen (<xref ref-type="bibr" rid="B36">McClatchie, 2014</xref>). The CCE has been categorized into a northern region encompassing the northern extent of the CC to Cape Mendocino in northern California, a central section from Cape Mendocino to Point Conception, and a southern area from Point Conception to the southern extent of the CC (<xref ref-type="bibr" rid="B8">Checkley and Barth, 2009</xref>). The distribution of each major water mass is highly dynamic due in part to El Ni&#xf1;o and La Ni&#xf1;a oceanographic conditions, and biological characteristics often vary greatly between years (<xref ref-type="bibr" rid="B36">McClatchie, 2014</xref>).</p>
<p>The CCE is a particularly well-studied EBUS (<xref ref-type="bibr" rid="B42">Pe&#xf1;a and Bograd, 2007</xref>). The California Cooperative Oceanic Fisheries Investigations (CalCOFI) program has systematically monitored the CCE since 1951 (<xref ref-type="bibr" rid="B36">McClatchie, 2014</xref>). The value of long-term observations, as demonstrated by CalCOFI, has motivated many additional ocean monitoring programs, including various annual surveys spanning large extents of the CCE (often with a stock-assessment motivation) and high-frequency coastal transects, such as the Newport Hydrographic Line and Trinidad Head Line that effectively resolve seasonal transitions (<xref ref-type="bibr" rid="B22">Gallo et&#xa0;al., 2022</xref>). The breadth of information about the CCE and other EBUS allows us to generate near-term hypotheses of how physical and biological components are expected to play out within EBUS based on basin-scale oceanographic predictions. The U.S. National Oceanic and Atmospheric Administration&#x2019;s Climate Prediction Center regularly provides 6-month forecasts of whether the Pacific Ocean will experience La Ni&#xf1;a, El Ni&#xf1;o, or Ni&#xf1;o-neutral conditions. Based on the forecast, it is then possible to hypothesize how specific ecosystem components will react in the upcoming year (<xref ref-type="bibr" rid="B3">Bond et&#xa0;al., 2008</xref>). Despite decades of observing relationships between physical and biological responses in the CCE, unexpected events [i.e., ecological surprises; sensu <xref ref-type="bibr" rid="B18">Filbee-Dexter et&#xa0;al. (2017)</xref>] still regularly occur. For example, although Northern Anchovy (<italic>Engraulis mordax</italic>; Anchovy) abundance increased under cool and Pacific Sardine (<italic>Sardinops sagax</italic>; Sardine) under warm ocean conditions in the 1900s, Anchovy increased greatly during the warmest conditions on record from 2014 to 2016, while Sardine remained low (<xref ref-type="bibr" rid="B60">Thompson et&#xa0;al., 2022</xref>). In addition, whereas high rockfish (<italic>Sebastes</italic> spp.) recruitment was typically associated with cool, La Ni&#xf1;a conditions in central California (<xref ref-type="bibr" rid="B45">Ralston et&#xa0;al., 2015</xref>), young of the year pelagic rockfish abundances were at near-record highs during the 2014&#x2013;2016 marine heatwave (MHW; <xref ref-type="bibr" rid="B55">Schroeder et&#xa0;al., 2019</xref>). By identifying when ecological responses do and, importantly, do not conform to expectations, we can come closer to a mechanistic understanding of the processes that drive species population dynamics.</p>
<p>Subsequent to 2014, the CCE was largely characterized by abnormally warm water. Although conditions were relatively cool in early 2014 and had been cool in the majority of the years from 1999 to 2013 (<xref ref-type="bibr" rid="B61">Thompson et&#xa0;al., 2017a</xref>), a mass of anomalously warm, relatively shallow water that originated in the Gulf of Alaska subsumed most of the CCE by mid-2014, leading to the largest marine heatwave (by area) on record by fall of 2014 (<xref ref-type="bibr" rid="B33">Leising et&#xa0;al., 2015</xref>). This warm &#x201c;Blob&#x201d; persisted into 2015 when more warm water that extended deeper into the water column entered the system <italic>via</italic> an El Ni&#xf1;o (<xref ref-type="bibr" rid="B38">McClatchie et&#xa0;al., 2016b</xref>). El Ni&#xf1;o conditions persisted into mid-2016 when yet another surface warming event formed in the Gulf of Alaska later in 2016. Collectively, the 2014&#x2013;2016 Blob and El Ni&#xf1;o produced the longest and largest continuous MHW on record in the CCE (<xref ref-type="bibr" rid="B30">Jacox et&#xa0;al., 2018</xref>). Although the CCE cooled off in 2017, the biological impacts of the 2014&#x2013;2016 MHW lingered (<xref ref-type="bibr" rid="B68">Wells et&#xa0;al., 2017</xref>). Large MHWs formed again in 2018&#x2013;2020; however, these tended to occur offshore and thus had a less biological impact on the CCE than the 2014&#x2013;2016 MHW (<xref ref-type="bibr" rid="B64">Thompson et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B65">Thompson et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B67">Weber et&#xa0;al., 2021</xref>). Moving into 2021, however, NOAA&#x2019;s Climate Prediction Center projected that La Ni&#xf1;a conditions would manifest in winter 2021 (cpc.ncep.noaa.gov/products/analysis_monitoring/enso_advisory/ensodisc.shtml).</p>
<sec id="s1_1">
<title>Expectations for 2021</title>
<p>Given the likely onset of cooler conditions in 2021, past observations of the CCE during La Ni&#xf1;as (<xref ref-type="bibr" rid="B25">Hayward et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B69">Wells et&#xa0;al., 2013</xref>), and our knowledge of biological conditions in 2020 that may carry over to 2021 (e.g., Anchovy were very abundant; <xref ref-type="bibr" rid="B67">Weber et&#xa0;al., 2021</xref>), we generated a suite of expectations about physical and biological conditions at the basin to local spatial scales in 2021 (please see <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> for a reference to each prediction). At the basin scale, NOAA&#x2019;s Climate Prediction Center predicted that water temperature would be anomalously cool at and around the equator and in the northeast Pacific Ocean, resulting in low Oceanic Ni&#xf1;o Index (ONI) and Pacific Decadal Oscillation (PDO) values. When the ONI and PDO are low, upwelling is often high, and the North Pacific Gyre Oscillation (NPGO) has been highly correlated with upwelling strength (<xref ref-type="bibr" rid="B12">Di Lorenzo et&#xa0;al., 2008</xref>). As such, we expected that the NPGO would be high in 2021 after being almost exclusively low since 2014.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Physical and biological data examined.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Scale</th>
<th valign="top" align="center">Type</th>
<th valign="top" align="center">Variable</th>
<th valign="top" align="center">Sample location</th>
<th valign="top" align="center">Expectation</th>
<th valign="top" align="center">Outcome</th>
<th valign="top" align="center">Met expectation?</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="8" align="left">Large</td>
<td valign="top" align="left"/>
<td valign="top" align="center">ONI</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Yes</td>
</tr>
<tr>
<td valign="top" align="center"/>
<td valign="top" align="center">PDO</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Yes</td>
</tr>
<tr>
<td valign="top" align="center"/>
<td valign="top" align="center">NPGO</td>
<td valign="top" align="center"/>
<td valign="top" align="center">High</td>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">No</td>
</tr>
<tr>
<td valign="top" align="center"/>
<td valign="top" align="center">SST</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Low near equator and north east Pacific</td>
<td valign="top" align="center">Low near equator but MHW west of ~135&#xb0;W</td>
<td valign="top" align="center">Mixed</td>
</tr>
<tr>
<td valign="top" align="center"/>
<td valign="top" align="center">Coastal SST</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Low north of Point Conception; average south of Point Conception</td>
<td valign="top" align="center">Mixed</td>
</tr>
<tr>
<td valign="top" align="center"/>
<td valign="top" align="center">Upwelling</td>
<td valign="top" align="center"/>
<td valign="top" align="center">High</td>
<td valign="top" align="center">Low north of Point Conception; average south of Point Conception</td>
<td valign="top" align="center">Mixed</td>
</tr>
<tr>
<td valign="top" align="center"/>
<td valign="top" align="center">chl anomaly</td>
<td valign="top" align="center"/>
<td valign="top" align="center">High</td>
<td valign="top" align="center">Low north of Point Conception; average south of Point Conception</td>
<td valign="top" align="center">Mixed</td>
</tr>
<tr>
<td valign="top" align="center"/>
<td valign="top" align="center">HAB</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Medium</td>
<td valign="top" align="center">No</td>
</tr>
<tr>
<td valign="top" rowspan="22" align="center">Regional</td>
<td valign="top" rowspan="9" align="left">Physical and chlorophyll <italic>a</italic>
</td>
<td valign="top" align="center">Temperature</td>
<td valign="top" align="center">NH</td>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Yes</td>
</tr>
<tr>
<td valign="top" align="center">Salinity</td>
<td valign="top" align="center">NH</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">Yes</td>
</tr>
<tr>
<td valign="top" align="center">Chlorophyll</td>
<td valign="top" align="center">NH</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">Yes</td>
</tr>
<tr>
<td valign="top" align="center">Temperature</td>
<td valign="top" align="center">TH</td>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Medium</td>
<td valign="top" align="center">No</td>
</tr>
<tr>
<td valign="top" align="center">Salinity</td>
<td valign="top" align="center">TH</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">Yes</td>
</tr>
<tr>
<td valign="top" align="center">Chlorophyll</td>
<td valign="top" align="center">TH</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">Medium</td>
<td valign="top" align="center">No</td>
</tr>
<tr>
<td valign="top" align="center">Temperature</td>
<td valign="top" align="center">CalCOFI</td>
<td valign="top" align="center">Low</td>
<td valign="top" align="center">Medium</td>
<td valign="top" align="center">No</td>
</tr>
<tr>
<td valign="top" align="center">Salinity</td>
<td valign="top" align="center">CalCOFI</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">Medium</td>
<td valign="top" align="center">No</td>
</tr>
<tr>
<td valign="top" align="center">Chlorophyll</td>
<td valign="top" align="center">CalCOFI</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">High</td>
<td valign="top" align="center">Yes</td>
</tr>
<tr>
<td valign="top" rowspan="13" align="left">Biological</td>
<td valign="top" align="center">Zooplankton</td>
<td valign="top" align="center">NH</td>
<td valign="top" align="center">Southern copepods decrease, northern copepods increase, richness decrease</td>
<td valign="top" align="center">Southern copepods decrease, northern copepods increase, richness decrease</td>
<td valign="top" align="center">Yes</td>
</tr>
<tr>
<td valign="top" align="center">Zooplankton</td>
<td valign="top" align="center">TH</td>
<td valign="top" align="center">Larger-bodied <italic>Euphausia pacifica</italic>, low richness</td>
<td valign="top" align="center">Medium size, medium richness</td>
<td valign="top" align="center">No</td>
</tr>
<tr>
<td valign="top" align="center">Zooplankton</td>
<td valign="top" align="center">RREAS</td>
<td valign="top" align="center">Increased krill abundance</td>
<td valign="top" align="center">Increase north of Cape Mendocino; decrease south of Cape Mendocino</td>
<td valign="top" align="center">No</td>
</tr>
<tr>
<td valign="top" align="center">Fish</td>
<td valign="top" align="center">JSOES</td>
<td valign="top" align="center">Decrease market squid, Pacific pompano; increase yearling salmon</td>
<td valign="top" align="center">Decrease market squid, Pacific pompano; increase yearling salmon</td>
<td valign="top" align="center">Yes</td>
</tr>
<tr>
<td valign="top" align="center">Fish</td>
<td valign="top" align="center">NH</td>
<td valign="top" align="center">Increase coastal species, decrease southern, offshore species</td>
<td valign="top" align="center">Half of coastal species increased, all southern offshore were below average except rockfish</td>
<td valign="top" align="center">Mixed</td>
</tr>
<tr>
<td valign="top" align="center">Fish</td>
<td valign="top" align="center">RREAS</td>
<td valign="top" align="center">Decrease myctophids, YOY and adult sardine, anchovy; increase market squid, YOY hake, YOY rockfish, YOY sanddabs</td>
<td valign="top" align="center">Market squid increase, myctophids decrease, adult anchovy high, adult sardine low YOY sanddabs increase, YOY hake increase, YOY sardine mixed, YOY anchovy mixed</td>
<td valign="top" align="center">Mixed</td>
</tr>
<tr>
<td valign="top" align="center">Fish</td>
<td valign="top" align="center">CalCOFI</td>
<td valign="top" align="center">Decrease jack mackerel, sardine, southern mesopelagics, sanddabs; increase anchovy, hake, northern mesopelagics, and rockfishes</td>
<td valign="top" align="center">Decrease or very low jack mackerel, sardine, southern mesopelagics, sanddabs; increase or high anchovy and rockfishes; low hake, low northern mesopelagics</td>
<td valign="top" align="center">Mixed</td>
</tr>
<tr>
<td valign="top" align="center">Shore bird</td>
<td valign="top" align="center">Yaquina Head</td>
<td valign="top" align="center">Increase reproductive output</td>
<td valign="top" align="center">Increase Brandt&#x2019;s cormorant, pelagic cormorant, and common murre</td>
<td valign="top" align="center">Yes</td>
</tr>
<tr>
<td valign="top" align="center">Shore bird</td>
<td valign="top" align="center">Southeast Farallon</td>
<td valign="top" align="center">Increase reproductive output</td>
<td valign="top" align="center">Increase for eight birds species</td>
<td valign="top" align="center">Yes</td>
</tr>
<tr>
<td valign="top" align="center">At-sea bird</td>
<td valign="top" align="center">RREAS</td>
<td valign="top" align="center">Increase resident, decrease warm-water migrants</td>
<td valign="top" align="center"/>
<td valign="top" align="center">Mixed</td>
</tr>
<tr>
<td valign="top" align="center">At-sea bird</td>
<td valign="top" align="center">CalCOFI</td>
<td valign="top" align="center">increase cool water, decrease warm water</td>
<td valign="top" align="center">Decrease 3/4 cool birds; decrease or low 5/6 warm birds</td>
<td valign="top" align="center">Mixed</td>
</tr>
<tr>
<td valign="top" align="center">At-sea marine mammals</td>
<td valign="top" align="center">RREAS</td>
<td valign="top" align="center">Increase</td>
<td valign="top" align="center">Increase blue whales and white-sided dolphins; decrease humpback whales and Risso&#x2019;s dolphins</td>
<td valign="top" align="center">Mixed</td>
</tr>
<tr>
<td valign="top" align="center">Sea lions</td>
<td valign="top" align="center">San Miguel Island</td>
<td valign="top" align="center">High fecundity, pup condition</td>
<td valign="top" align="center">High fecundity, pup condition</td>
<td valign="top" align="center">Yes</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>&#x201c;Expectation&#x201d; is the hypothesized dynamic going in late 2020 for a given variable in 2021 based on observations from past La Ni&#xf1;as and recent years. &#x201c;Outcome&#x201d; states whether the hypothesis occurred and is in green font if the correct scenario occurred, orange if the hypothesis was partly met, and red if the expectation did not come to be. &#x201c;Met expectation&#x201d; summarizes the outcome for all components of a given variable and is in green if the outcome was completely met, red if it was completely wrong, and yellow if it was partially met.</p>
</fn>
<fn>
<p>NH, Newport Hydrographic; TH, Trinidad Head; CalCOFI, California Cooperative Oceanic Fisheries Investigations; RREAS, Rockfish Recruitment and Ecosystem Assessment Survey.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>At the regional scales, we predicted that upwelling would be anomalously high throughout the CCE. Because upwelling infuses nutrients into the system, we expected that primary production (chlorophyll) would also be high. At the primary consumer trophic level, we hypothesized that the high primary production would induce an increase in northern, lipid-rich copepods and krill; increase body sizes of North Pacific krill (<italic>Euphausia pacifica</italic>); decrease southern, lipid-poor copepods/krill; and decrease pelagic invertebrate species richness as southern invertebrates are more specious than northern counterparts (<xref ref-type="bibr" rid="B43">Peterson et&#xa0;al., 2014</xref>).</p>
<p>At the next higher trophic level, we expected that northern zooplankton species would provide a robust forage base for yearling salmon that are leaving rivers and that yearling salmon abundance would be high in the northern CCE. By contrast, we expected that water temperature would be too cold for Pacific Pompano (<italic>Peprilus simillimus</italic>) and market squid (<italic>Doryteuthis opalescens</italic>) and that these species would decrease off Washington and Oregon (<xref ref-type="bibr" rid="B65">Thompson et&#xa0;al., 2019b</xref>). Off Newport, Oregon, we predicted that larvae of coastal taxa such as Pacific Sandlance (<italic>Ammodytes hexaptarus</italic>) would increase under cool conditions, while southern, offshore taxa such as Anchovy and Sardine (which were at record highs during the 2014&#x2013;2016 MHW) would decrease (<xref ref-type="bibr" rid="B2">Auth et&#xa0;al., 2018</xref>). Off California, we hypothesized that young of the year (YOY) rockfishes, YOY sanddabs (<italic>Citharichthys sordidus</italic> plus <italic>C. stigmaeus</italic>), YOY Pacific Hake (<italic>Merluccius productus</italic>), and market squid would increase, while adult Sardine, adult Anchovy, and mesopelagic species (e.g., Myctophidae) would decrease (<xref ref-type="bibr" rid="B45">Ralston et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B51">Santora et&#xa0;al., 2021a</xref>; <xref ref-type="bibr" rid="B52">Santora et&#xa0;al., 2021b</xref>). Given that Anchovy recruitment was very high and Sardine recruitment was low in recent years (<xref ref-type="bibr" rid="B65">Thompson et&#xa0;al., 2019b</xref>), however, we expected that adult Anchovy would remain high in 2021 despite the cool conditions and that adult Sardine abundances would be low based on persistence from 2020. In southern California, among coastal pelagic species, we hypothesized that larval Sardine and Jack mackerel (<italic>Trachurus symmetricus</italic>) would decrease, while Pacific Hake and Anchovy would increase (<xref ref-type="bibr" rid="B60">Thompson et&#xa0;al., 2022</xref>). Pacific Mackerel (<italic>Scomber japonicus</italic>) do not display a clear response to warming/cooling, so we did not generate a hypothesis for this species. Among mesopelagic fishes, we expected those with southern distributions (e.g., Panama Lightfish, <italic>Vinciguerria lucetia</italic>) to decrease and those with northern distributions (e.g., Northern Lampfish, <italic>Stenobrachius leucopsarus</italic>) (<xref ref-type="bibr" rid="B60">Thompson et&#xa0;al., 2022</xref>) to increase. For common groundfishes, we expected sanddabs to decrease and rockfishes to increase (<xref ref-type="bibr" rid="B60">Thompson et&#xa0;al., 2022</xref>).</p>
<p>Among top predators, given the anticipated high forage associated with a La Ni&#xf1;a, we predicted high seabird reproduction success (<xref ref-type="bibr" rid="B69">Wells et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B52">Santora et&#xa0;al., 2021b</xref>). In central California, we expected that at-sea abundances of a resident bird, common murre (<italic>Uria aalge</italic>) would be low because under conditions of high forage, the birds spend more time resting on the colony instead of searching for food at sea (<xref ref-type="bibr" rid="B24">Harding et&#xa0;al., 2007</xref>). By contrast, we expected the at-sea density of the cold-water migrant, sooty shearwater (<italic>Ardenna grisea</italic>) to be high in response to high prey availability. Off southern California, we predicted the at-sea abundance of a migratory bird associated with warm, sub-tropical waters, the black-vented sheerwater (<italic>Puffinus opisthomelas</italic>), to be low and the cool-water sooty shearwater to be high (<xref ref-type="bibr" rid="B28">Hyrenbach and Veit, 2003</xref>). In addition, we anticipated that the high abundance of forage would attract mobile marine mammals such as the humpback whales <italic>Megaptera novaeangliae</italic> and the Pacific white-sided dolphins <italic>Lagenorhynchus obliquidens</italic>. Finally, because sea lion <italic>Zalophus californianus</italic> pup condition is highly, positively correlated with the abundance of forage fishes such as Sardine and Anchovy (<xref ref-type="bibr" rid="B37">McClatchie et&#xa0;al., 2016a</xref>), and Anchovy were very abundant in 2020 (<xref ref-type="bibr" rid="B67">Weber et&#xa0;al., 2021</xref>), we expected pup numbers, weight, and growth rate to be high in 2021.</p>
</sec>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Methods</title>
<p>To evaluate the physical and biological characteristics of the CCE and surrounding regions, we compile data from various long-running surveys (<xref ref-type="bibr" rid="B22">Gallo et&#xa0;al., 2022</xref>). In 2021, data were available from much of the northern and central portions of the CCE. For the southern CCE, we had robust data from southern California but only limited information from Mexico. Although the southern CCE extends into Baja California, data from Mexico were unfortunately not available in 2021 [the State of the California Current Report typically obtains data from the Investigaciones Mexicanas de la Corriente de California (IMECOCAL) program, but the survey did not run in 2021].</p>
<sec id="s2_1">
<title>Large-scale physical oceanography and chlorophyll <italic>a</italic>
</title>
<p>At the basin scale, we evaluated three widely used indices: the PDO, ONI, and NPGO. The PDO is a function of sea surface temperature (SST) in the Pacific Ocean north of 20&#xb0;N latitude. The ONI is also based on SST but from the equatorial Pacific 5&#xb0;S&#x2013;5&#xb0;N, 120&#xb0;&#x2013;170&#xb0;W. The NPGO is a climate pattern that emerges as the second dominant mode of sea surface height variability (second empirical orthogonal function of sea surface height) in the Northeast Pacific (25&#xb0;&#x2013;62&#xb0;N, 180&#xb0;&#x2013;250&#xb0;E) (<xref ref-type="bibr" rid="B12">Di Lorenzo et&#xa0;al., 2008</xref>). PDO, ONI, and NPGO values were accessed from the California Current Integrated Ecosystem Assessment website (<uri xlink:href="https://oceanview.pfeg.noaa.gov/dashboard/">https://oceanview.pfeg.noaa.gov/dashboard/</uri>).</p>
<p>To visualize the distribution of SST and wind strength anomalies relative to 1980&#x2013;2020, we plotted satellite images throughout the Pacific Ocean in fall 2020 and winter, spring, and summer 2021. We obtained wind data from the NCEP/NCAR Reanalysis and the NOAA Extended Reconstructed SST V5 data from <uri xlink:href="http://www.esrl.noaa.gov">http://www.esrl.noaa.gov</uri>.</p>
<p>Next, we created image plots of satellite-derived SST averaged from the coast to 75 km offshore throughout the entire potential geographic extent of the CCE [Baja California Sur, Mexico (24&#xb0;N) to British Columbia, Canada (51&#xb0;N)] from January 2017 to September 2021. SST data were downloaded from <uri xlink:href="https://coastwatch.pfeg.noaa.gov/erddap/griddap/ncdcOisst2Agg">https://coastwatch.pfeg.noaa.gov/erddap/griddap/ncdcOisst2Agg</uri>. In addition, we constructed image plots of the Bakun upwelling index over the same period of time and spatial extent (<uri xlink:href="https://oceanview.pfeg.noaa.gov/erddap/tabledap/">https://oceanview.pfeg.noaa.gov/erddap/tabledap/</uri>). Finally, we plotted satellite images onto a 0.1&#xb0; &#xd7; 0.1&#xb0; grid of spring (March&#x2013;May) chlorophyll <italic>a</italic> anomalies from 2019&#x2013;2021 relative to 2003&#x2013;2021. We obtained chlorophyll <italic>a</italic> data from <uri xlink:href="https://coastwatch.pfeg.noaa.gov/erddap/griddap/erdMH1chlamday">https://coastwatch.pfeg.noaa.gov/erddap/griddap/erdMH1chlamday</uri>.</p>
</sec>
<sec id="s2_2">
<title>Regional physical oceanography and chlorophyll <italic>a</italic>
</title>
<p>Data collected at the local scales are from marine monitoring surveys described in <xref ref-type="bibr" rid="B22">Gallo et&#xa0;al. (2022)</xref> and the previous State of the California Current Reports (e.g., <xref ref-type="bibr" rid="B67">Weber et&#xa0;al., 2021</xref>). We present data that are commonly collected in multiple surveys. For example, temperature, salinity, and chlorophyll <italic>a</italic> are sampled with conductivity temperature depth (CTD) instruments in most modern marine surveys. However, additional physical information (e.g., nutrients) can be specific to a given survey, and we relegate this and other information to the supplemental appendix. More details about each survey (e.g., make of CTD instruments, mesh size of nets) can be found in accompanying references. For all subsequently described surveys, we present the time series of seasonal or monthly anomalies relative to long-term means (see figure captions for the duration over which means were calculated). The locations of all surveys are shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Locations of the surveys. Land-based locations are in red. The Juvenile Salmon and Ocean Ecosystem Surveys (JSOES) is in purple, the Newport Hydrographic Line (NHL) in blue, the Trinidad Head Line (THL) in gray, the Rockfish Recruitment and Ecosystem Assessment Survey (RREAS) in green, and the California Cooperative Oceanic Fisheries Investigation (CalCOFI) in orange.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-958727-g001.tif"/>
</fig>
<p>We sampled temperature and salinity at a depth of 50 m at the Newport Hydrological Line (NHL) station NHL05 and at 150 m at NHL25. In addition, chlorophyll <italic>a</italic> concentration was measured from surface water collected at NHL05 (<xref ref-type="bibr" rid="B1">Auth et&#xa0;al., 2011</xref>). Along the Trinidad Head Line, temperature and salinity were recorded at 15 and 65 m, and chlorophyll <italic>a</italic> was integrated from 2 to 30 m at station TH02 (<xref ref-type="bibr" rid="B47">Robertson and Bjorkstedt, 2020</xref>). Off southern California, salinity, temperature, and chlorophyll <italic>a</italic> were measured and averaged within the mixed layer at each of the 66 core CalCOFI stations (<xref ref-type="bibr" rid="B56">Scripps Institution of Oceanography (SIO), 2012</xref>).</p>
</sec>
<sec id="s2_3">
<title>Regional zooplankton</title>
<p>Zooplankton were collected at NHL05 using a vertically hauled ring net from 2 m off the bottom (60 m) to the sea surface. We then quantified the abundances of northern and southern copepods and copepod species richness (<xref ref-type="bibr" rid="B19">Fisher et&#xa0;al., 2015</xref>). Off the Trinidad Head Line (THL), zooplankton were sampled with an obliquely towed Bongo net deployed to 100 m at TH04 and TH05 (the two most offshore stations), and the body sizes of <italic>E. pacifica</italic> were measured in the laboratory (<xref ref-type="bibr" rid="B47">Robertson and Bjorkstedt, 2020</xref>). Krill, which are dominated by the combined sums of <italic>E. pacifica</italic> and <italic>Thysanoessa spinifera</italic> were collected throughout California by the Rockfish Recruitment and Ecosystem Analysis Survey from transects within five geographic regions (north, north central, core, south central, south) using a midwater (30 m) trawl that was towed for 15 min (<xref ref-type="bibr" rid="B49">Sakuma et&#xa0;al., 2016</xref>). A subsample of krill was counted at sea and total abundance was extrapolated to the total volume of krill.</p>
</sec>
<sec id="s2_4">
<title>Regional fish and squid</title>
<p>We examined data from multiple surveys that target various life stages of fishes and market squid in the CCE. Furthest north, the Juvenile Salmon and Ocean Ecosystem Survey (JSOES) conducted trawl surveys in the upper 18 m during daytime with the primary purpose of monitoring yearling salmon (<xref ref-type="bibr" rid="B62">Thompson et&#xa0;al., 2019a</xref>). In addition to salmon, JSOES quantified species that reside close to the surface during the day such as the Pacific Pompano and market squid. Off the NHL, bongo samples were collected weekly (weather permitting) from January to March on NHL stations 5 to 25, and we evaluated the changes in the density of common southern and coastal fish larvae (<xref ref-type="bibr" rid="B2">Auth et&#xa0;al., 2018</xref>). Further south, the Rockfish Recruitment and Ecosystem Assessment Survey (RREAS) has conducted 15-min-long midwater trawls at a depth of 30 m from fixed transects in a region centered on Monterey Bay since 1983 and throughout all of California since 2004 (<xref ref-type="bibr" rid="B48">Sakuma et&#xa0;al., 2006</xref>). Depending on the species, we created time series for common young of the year or adult fishes and market squid. Finally, we examined common mesopelagic, coastal pelagic, and groundfish larval fish from spring CalCOFI oblique net tows from 1951 to the present (<xref ref-type="bibr" rid="B63">Thompson et&#xa0;al., 2017b</xref>).</p>
</sec>
<sec id="s2_5">
<title>Regional top predators</title>
<p>We monitored seabird colonies at two locations, Yaquina Head, Oregon (<xref ref-type="bibr" rid="B44">Porquez et&#xa0;al., 2021</xref>), and Southeast Farallon Island (SEFI) (<xref ref-type="bibr" rid="B66">Warzybok et&#xa0;al., 2018</xref>), California, from May through August. At both colonies, the reproductive success of common murre (<italic>U. aalge</italic>) was quantified <italic>via</italic> plot-based monitoring. Additionally, the common murre diet was measured by observing prey items brought to chicks. At SEFI, annual seabird monitoring for most species has been conducted continuously since 1971 (<xref ref-type="bibr" rid="B66">Warzybok et&#xa0;al., 2018</xref>). The time series at Yaquina Head was initiated in 1998; however, the colony has been systematically monitored annually since 2007 (<xref ref-type="bibr" rid="B44">Porquez et al., 2021</xref>). At Yaquina Head, we also recorded disturbances to murres by bald eagles (<italic>Haliaeetus leucocephalus</italic>).</p>
<p>Seabirds have also been quantified at sea through visual observation during daylight hours from central California by the Farallon Institute in cooperation with the RREAS (1996&#x2013;2021) and summer CalCOFI cruises (1987&#x2013;2021) (<xref ref-type="bibr" rid="B28">Hyrenbach and Veit, 2003</xref>; <xref ref-type="bibr" rid="B50">Santora et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B52">Santora et&#xa0;al., 2021b</xref>). From the RREAS, we report at-sea densities of resident common murres and migrant, sooty shearwaters. In southern California, we present densities of warm-water, migratory black-vented sheerwater and cool-water, migratory sooty shearwater. In addition, RREAS records marine mammal abundances, and we present the time series of humpback whale and Pacific white-sided dolphin sightings.</p>
<p>Finally, California sea lion reproduction has been visually monitored on San Miguel Island since 1997 (<xref ref-type="bibr" rid="B39">Melin et&#xa0;al., 2010</xref>). Here, we report the number of pups born, pup growth rate, and pup weight.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Large-scale physical oceanography and chlorophyll <italic>a</italic>
</title>
<p>As predicted in late 2020, the ONI and PDO remained negative until 2021 (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). The NPGO, however, did not adhere to previous La Ni&#xf1;a conditions (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). Whereas the NPGO tended to be positive during La Ni&#xf1;as over the past four decades, it was strongly negative in 2014&#x2013;2020 and remained negative throughout 2021.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>
<bold>(A)</bold> Time series of monthly values for three ocean indices especially relevant to the California Current: Oceanic Ni&#xf1;o Index (ONI), Pacific Decadal Oscillation (PDO), and North Pacific Gyre Oscillation (NPGO). Vertical lines mark January 2017&#x2013;2021. <bold>(B)</bold> Surface wind velocity and sea surface temperature anomalies in the North Pacific Ocean for fall (September&#x2013;November) 2020, winter (December&#x2013;February) 2021, spring (March&#x2013;May) 2021, and summer (June&#x2013;August) 2021. Arrows denote the magnitude and direction of wind anomaly (scale arrow at the top). Contours denote temperature anomaly. Shading interval is 0.25&#xb0;C and contour intervals at &#xb1;1&#xb0;C are shown in red and blue, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-958727-g002.tif"/>
</fig>
<p>At a basin scale, SST reflected La Ni&#xf1;a conditions as the temperature was highly negatively anomalous near the equator in late 2020 and early 2021 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). Although the equatorial SST anomaly increased somewhat in spring and summer 2021, it was still mainly negative. By contrast, anomalously warm surface water was consistently persistent in the north Pacific from late 2020 throughout 2021, and the threshold for marine heatwave categorization was exceeded during almost the entire period (<uri xlink:href="https://www.integratedecosystemassessment.noaa.gov/regions/california-current">https://www.integratedecosystemassessment.noaa.gov/regions/california-current</uri>). In late 2020, the MHW conditions reached the shoreline in the southern CCE (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>). In 2021, MHWs transitioned to the northwest and were offshore from the U.S. Exclusive Economic Zone (370 km from shore) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2B</bold>
</xref>).</p>
<p>Entering 2021, we predicted that low SST, high upwelling, and high chlorophyll <italic>a</italic> would occur throughout the CCE (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). This expectation was largely met as SST was consistently below average and upwelling was above average within 75 km of shore north of Point Conception (approximately 34&#xb0;N) (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>). South of Point Conception, however, SST was mainly above average and upwelling only average to slightly above average in 2021. Spring chlorophyll <italic>a</italic> anomalies largely followed upwelling and were extremely high north of Monterey Bay in spring 2021 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>). Around Point Conception, chlorophyll <italic>a</italic> was mostly below average, and within southern California, it was largely close to average although it was below average in the Santa Barbara basin and above average off Ventura, California (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3C</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>
<bold>(A)</bold> Monthly sea surface temperature anomalies averaged from the coast to 75 km offshore. <bold>(B)</bold> Bakun upwelling index (UI) anomalies. <bold>(C)</bold> Spring (March&#x2013;May) chlorophyll <italic>a</italic> anomalies averaged onto a 0.1&#xb0; &#xd7; 0.1&#xb0; grid.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-958727-g003.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Regional physical oceanography and chlorophyll <italic>a</italic>
</title>
<p>At regional scales, environmental conditions mostly met the expectation (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) of low temperature, high salinity, and high chlorophyll <italic>a</italic>. Off Newport, Oregon, the temperature at 50 m was well below normal and salinity was well above normal for most of the year and only reverted to average in October (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). This upwelled water apparently created optimal conditions for primary production as chlorophyll <italic>a</italic> rose from normal values in February to the highest values ever recorded by September 2021. Temperature and salinity at 150 m generally followed the same patterns as at 50 m, but the variability was much more subdued at depth. On the THL, sampling was not conducted between December 2020 and May 2021 due to coronavirus disease (COVID), and we thus missed recording conditions during the spring when upwelling is typically the strongest (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>). By mid-2021, the temperature was close to average and was within approximately 1&#xb0;C for the remainder of 2021 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4B</bold>
</xref>; note that the data here go through February 2022). Salinity fluctuated more than the temperature in 2021 and was below average in June 2021 and then above average in fall. Fluorescence was near average in mid-2021. In southern California, the temperature in the mixed layer was slightly below average in winter and then very close to average in spring and summer of 2021 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4C</bold>
</xref>). Salinity was essentially average in winter and summer and slightly above average in spring. The average chlorophyll <italic>a</italic> was above the long-term, seasonally adjusted mean in winter, spring, and summer of 2021.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Seasonally adjusted temperature, salinity, and chlorophyll <italic>a</italic> anomalies at <bold>(A)</bold> Newport Hydrographic stations NHL5 (50 m, blue line) and NHL25 (150 m, red line), <bold>(B)</bold> Trinidad Head Line station 2 at 15 m (blue line) and 65 m (red line) with chlorophyll values integrated from 2 to 30 m, and <bold>(C)</bold> within the mixed layer averaged across the 66 core CalCOFI stations.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-958727-g004.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Regional zooplankton</title>
<p>Similar to past La Ni&#xf1;as (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), the biomass anomalies of northern copepods on the NHL in the beginning of 2021 were the highest, and southern species the lowest, since the onset of the 2014&#x2013;2016 MHW (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). By the end of 2021, however, both northern and southern species were closer to average relative to the 25-year time series. Copepod species richness tracked the copepod biomass anomalies, with species richness being low through most of 2021, reflecting a community with cold-water affinities, returning to average, and in late 2021, when the biomass anomalies were also closer to neutral. In northern California, however, the body sizes of the dominant krill species, <italic>E. pacifica</italic>, collected on the TH line were average in mid-2021 (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>). Total krill abundance (largely driven by <italic>E. pacifica</italic>) from RREAS surveys was above average only in the northern region, north of Cape Mendocino (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>). South of Cape Mendocino, total krill abundance was below average in all regions (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Seasonally adjusted anomalies of planktonic invertebrates from <bold>(A)</bold> Newport Hydrographic Line off Oregon, <bold>(B)</bold> <italic>Euphausia pacifica</italic> from Trinidad Head Line off northern California, and <bold>(C)</bold> total abundance of krill from the Rockfish Recruitment and Ecosystem Assessment Survey off various parts of California.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-958727-g005.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>Regional fish and squid</title>
<p>As expected (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), Pacific Pompano and market squid decreased off Oregon and Washington in 2021 (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). In addition, as predicted, both Coho and Chinook Salmon rose to near-average abundances. Predictions were mostly met at NHL as four of the five species classified as offshore or southern declined to below average in 2021, although rockfishes continued to be very abundant (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). The response of coastal species was mixed as three of the six species were above average (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). Off California, predictions of species abundance patterns from RREAS midwater trawls were mostly met. Market squid increased in all regions but were still below average in the north central and south central regions (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6C</bold>
</xref>). Similarly, myctophids decreased throughout California and were below average in all regions. In addition, as expected, adult Anchovy were very high throughout California and were at record levels in the north central, south central, and south. Adult Sardine abundance, as expected, was also low throughout most of California. As predicted, YOY Hake and rockfishes increased uniformly in all regions. Regional changes of YOY sanddabs were mixed as abundances increased in the north and were low in southern California. YOY Anchovy were below average in all RREAS regions except southern California. YOY Sardine were mixed with very low abundances from Monterey Bay south into southern California but above average in the northern parts of California. In southern California, the dynamics of larval abundances in 2021 were mixed relative to our simple predictions (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6D</bold>
</xref>). Among species with pelagic adult habitats, as expected, market squid increased (to average levels), Sardine remained low, and Jack Mackerel decreased to very low abundances. Hake, which typically increase under cooler conditions, however, remained low. Pacific Mackerel, which had not shown clear relationships with warming or cooling in the past did not change much in 2021 and were close to average abundance. Anchovy larval abundance reflected elevated adult abundance and was the highest since the 1960s. Northern mesopelagics increased relative to recent years but were still well below-average levels, while southern mesopelagics displayed exactly the opposite patterns. Groundfishes adhered to predictions as sanddabs were low and rockfishes high in 2021.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Anomalies of fish abundance from <bold>(A)</bold> JSOES, <bold>(B)</bold> NHL, <bold>(C)</bold> RREAS, and <bold>(D)</bold> CalCOFI. Panels within surveys depict different fishes. For RREAS, colors depict the survey region as in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>: dark blue is north, light blue is north central, green is core, orange is south central, and red is south.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-958727-g006.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>Regional top predators</title>
<p>As predicted (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), the reproductive output of Brandt&#x2019;s and pelagic cormorants were high in 2021, and common murre reproductive success was average at the coastal colony located at Yaquina Head (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>). Reproduction by common murre, which fed on a mix of sand lance, Clupeid fishes, and herring (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7C</bold>
</xref>), was likely tempered by eagle disturbances, as there was a strong, negative relationship between rates of eagle disturbance and murre reproduction (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>, adjusted <italic>R</italic>
<sup>2</sup> = 0.56) at Yaquina Head, and the disturbance level was approximately average in 2021. On Southeast Farallon Island (an offshore colony where eagle disturbance is not an issue), seabird reproductive success was above average with the exception of common murre (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7D</bold>
</xref>). Although murre productivity increased relative to the past 2 years, reproduction was still slightly below the long-term average. The common murre diet was similar to 2020 and consisted mostly of Anchovy followed by YOY rockfishes (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7E</bold>
</xref>).</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>
<bold>(A)</bold> Anomalies of seabird reproduction through time, <bold>(B)</bold> relationship between common murre reproduction and eagle disturbance (reproduction anomaly ~ &#x2212;1.16 * disturbance anomaly + 2.561e&#x2212;10; adjusted <italic>R</italic>
<sup>2</sup> = 0.56, <italic>p</italic> &lt; 0.001), and <bold>(C)</bold> common murre diet through time at Yaquina Head and <bold>(D)</bold> seabird reproduction and <bold>(E)</bold> common murre diet at Southeast Farallon Island.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-958727-g007.tif"/>
</fig>
<p>Hypothesized changes of seabirds at sea (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>) did not fully meet the expectations in central California as the density of both migrant sooty sheerwater and resident common murre was high in 2021 (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8A</bold>
</xref>). Similarly, predictions were only partially realized for the migrant bird in southern California, as cool-water sooty sheerwater was low (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>). Warm-water black-vented sheerwater decreased relative to 2020 and recent warm years (2005&#x2013;2019), but it was still above the long-term mean, as predicted.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>
<bold>(A)</bold> Anomalies of at-sea sightings of migratory and resident sea birds from RREAS and <bold>(B)</bold> cool- and warm-water birds from summer CalCOFI.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-958727-g008.tif"/>
</fig>
<p>We predicted that marine mammal sightings would increase (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). However, within central California, sightings of humpback whales and Pacific white-sided dolphins decreased in 2021 (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9A</bold>
</xref>).</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>
<bold>(A)</bold> Anomalies of sighting of marine mammals from RREAS and <bold>(B)</bold> sea lion pup count, pup weight, and pup growth anomalies from San Miguel Island (bottom).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-958727-g009.tif"/>
</fig>
<p>Our expectation that sea lion pup indices would be high was fully realized (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9B</bold>
</xref>). Pup count and growth rate anomaly was above average for the fifth consecutive year. Pup weight anomaly was above average for the sixth consecutive year.</p>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>The overarching objective of this paper was to evaluate whether physical and biological conditions in the California Current Ecosystem were similar to past La Ni&#xf1;as. As forecasted by NOAA in late 2020, a strong La Ni&#xf1;a formed in early 2021 and wound up persisting through the entire year. While many of the measured parameters adhered to predictions based on previous observations of La Ni&#xf1;as, we did encounter several ecological surprises. Here, we discuss the ecological implications of major events that took place in 2021 and why they did or did not differ from <italic>a priori</italic> predictions.</p>
<sec id="s4_1">
<title>Another marine heatwave</title>
<p>Although we did not make an explicit prediction about MHWs going into 2021, it is important to state that a large MHW formed offshore of the U.S. Exclusive Economic Zone (200 nm). Although it is not particularly rare for there to be a mass of offshore warm water during a La Ni&#xf1;a (<xref ref-type="bibr" rid="B69">Wells et&#xa0;al., 2013</xref>), the 2021 MHW was unusual as it was very long (began in April and lasted into December; &gt;230 days long) and large (~4.5M km<sup>2</sup>). Ultimately, it turned out to be the seventh largest heatwave in this region on record since 1982. In addition, it was closer to shore than most warm-water masses during La Ni&#xf1;as (e.g., <xref ref-type="bibr" rid="B69">Wells et&#xa0;al., 2013</xref>) although cool, productive waters near shore mostly kept it from affecting coastal regions. However, the 2021 MHW did briefly reach the central CA coast during a relatively short period of upwelling relaxation in mid-June. Overall, MHWs have been consistently present in the north Pacific for 7 of the past 8 years (<xref ref-type="bibr" rid="B65">Thompson et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B67">Weber et&#xa0;al., 2021</xref>). Moving into the future, when MHW conditions are predicted to become more prevalent (<xref ref-type="bibr" rid="B29">Jacox et&#xa0;al., 2022</xref>), it will be interesting to see if MHWs impact coastal regions even in La Ni&#xf1;a years.</p>
</sec>
<sec id="s4_2">
<title>Basin-scale indicators</title>
<p>At a basin scale, physical conditions that characterize negative PDO and negative ONI largely aligned with a typical La Ni&#xf1;a, as it was cool near the equator and in the northeast Pacific along the coast, with warmer waters in the central NE Pacific/Gulf of Alaska. The NPGO, however, was negative, which is atypical during La Ni&#xf1;as over the past 40 years (e.g., <xref ref-type="bibr" rid="B69">Wells et&#xa0;al., 2013</xref>). Indeed, the NPGO and PDO were both negative in all months of 2021 for the first time since at least 1990. The NPGO is typically high when the flow of the California Current and the upwelling are strong, and has major implications for biological production in the central and southern CCE (<xref ref-type="bibr" rid="B59">Sydeman et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B55">Schroeder et&#xa0;al., 2019</xref>). A decoupling between basin and regional physical conditions began in 1989, and the degree of differentiation is increasing under climate change (<xref ref-type="bibr" rid="B34">Litzow et&#xa0;al., 2020</xref>). As such, data from 2021 further show that attempting to correlate large-scale indices such as the NPGO against biological dynamics at regional scales may be problematic. Further investigation is warranted to determine why the NPGO has been consistently negative since 2014 despite widely variable physical and biological conditions in the CCE.</p>
</sec>
<sec id="s4_3">
<title>Invertebrates</title>
<p>Northern copepods, which are lipid rich in comparison to their southern counterparts, were very abundant off Oregon in 2021. This finding is fully in line with expectations as copepod communities in the CCE tend to be comprised of southern species under warm, low-nutrient, and low phytoplankton conditions and northern species when it is cool and nutrients and phytoplankton are abundant (<xref ref-type="bibr" rid="B13">Du and Peterson, 2018</xref>). The high biomass of northern copepods in 2021 has important ecosystem implications as it indicates favorable feeding conditions and increased survival potential of juvenile salmon first entering the ocean relative to recent years (<xref ref-type="bibr" rid="B43">Peterson et&#xa0;al., 2014</xref>). Off California, however, the response of krill to cool, productive conditions was mostly unexpected. Euphausiid abundance was below average in all regions off California except the far north, and euphausiid body size in the north off Trinidad Head was average or below average. In recent years, diminished euphausiid abundance and size were attributed primarily to low primary productivity (<xref ref-type="bibr" rid="B47">Robertson and Bjorkstedt, 2020</xref>). In 2021, however, some unknown factor must have driven down euphausiids. A possible explanation is that the extraordinarily high Anchovy abundance south of Cape Mendocino exerted top-down control and significantly culled euphausiid size and abundance. Although the impact of grazers on planktonic communities has been recognized in the CCE (<xref ref-type="bibr" rid="B57">Suchman et&#xa0;al., 2008</xref>), the broad role of top-down control on secondary productivity in the CCE is poorly understood and needs further study.</p>
</sec>
<sec id="s4_4">
<title>Fishes and market squid</title>
<p>For the most part, as observed in the past during La Ni&#xf1;as, fishes associated with cool water increased, while those with warm water decreased throughout the CCE. Off Oregon, coastal fishes such as Pacific Sand Lance are important prey for salmon, and the biomass of coastal taxa [Index of Coastal Prey Biomass (ICPB)] is utilized as an index of prey availability and quality for salmon migrating from rivers in late spring and early summer (<xref ref-type="bibr" rid="B11">Daly et&#xa0;al., 2021</xref>). In 2021, the ICPB was the sixth highest since the survey began in 1998 and the highest since 2012. Hence, indices based on both zooplankton and ichthyoplankton suggest above-average forage conditions for salmon in the northern CCE in 2021.</p>
<p>The response of Anchovy and Sardine to warming/cooling in the CCE is very different now than it was in the 1900s. Throughout the twentieth century, Sardine tended to thrive when it was warm, while Anchovy abundance rose when it was cold (<xref ref-type="bibr" rid="B6">Chavez et&#xa0;al., 2003</xref>). This facile paradigm began to fail in the twenty-first century, as Anchovy did not appreciably increase during the mostly cool years from 1999 to 2014 (<xref ref-type="bibr" rid="B61">Thompson et&#xa0;al., 2017a</xref>; <xref ref-type="bibr" rid="B58">Sydeman et&#xa0;al., 2020</xref>). Over the same period, Sardine also began to decline, and by 2013, the abundance of both Sardine and Anchovy was very low (<xref ref-type="bibr" rid="B64">Thompson et&#xa0;al., 2018</xref>). In mid-2014, the CCE abruptly warmed as the Pacific Marine Heatwave spread south from the Gulf of Alaska (<xref ref-type="bibr" rid="B30">Jacox et&#xa0;al., 2018</xref>). Unexpectedly, this marked the beginning of prolonged, strong Anchovy recruitment as young of the year abundance was very high within and around Monterey Bay in 2014 and then throughout most of California in 2015 (<xref ref-type="bibr" rid="B65">Thompson et&#xa0;al., 2019b</xref>). Subsequent strong recruitment classes augmented the adult Anchovy population from 2016 to the present, and in 2021, adult Anchovy abundance was the highest since at least the 1960s. Meanwhile, despite the MHW and subsequent warm events (<xref ref-type="bibr" rid="B67">Weber et&#xa0;al., 2021</xref>), Sardine recruitment and adult population size were consistently low through 2021. The surprising response of Anchovy and Sardine to warming in the twenty-first century stresses the need to resolve mechanistic forces impacting the recruitment of coastal pelagic species in the CCE (<xref ref-type="bibr" rid="B7">Checkley et&#xa0;al., 2017</xref>).</p>
<p>Market squid responded predictably to the 2021 La Ni&#xf1;a as abundance increased throughout most of the surveyed areas. These cephalopods are highly affected by SST as growth rates of paralarvae are strongly, negatively correlated with water temperatures between 14&#xb0;C and 24&#xb0;C (<xref ref-type="bibr" rid="B46">Reiss et&#xa0;al., 2004</xref>). During the 2014&#x2013;2016 MHW, market squid distribution shifted markedly to the north (<xref ref-type="bibr" rid="B5">Chasco et&#xa0;al., 2022</xref>), and large numbers turned up as far north as the Gulf of Alaska (<xref ref-type="bibr" rid="B4">Burford et&#xa0;al., 2022</xref>). Market squid by volume is the most valuable fishery off the west coast of the United States, and the northern shift significantly decreased overall fishing revenue in California from 2014 to 2019. In 2021, however, market squid decreased to below-average abundances off Oregon but increased throughout California and was above average off Monterrey and southern California. These trends may induce a boost in market squid catch in California in 2021 and upcoming years.</p>
<p>Rockfishes are also commercially and ecologically valuable in the CCE (<xref ref-type="bibr" rid="B35">Love et&#xa0;al., 2002</xref>), and the abundance of both larval and young of the year rockfishes mostly increased or was high in 2021 throughout the CCE. Larval rockfish abundance is driven by the number and age of adult females and environmental conditions. Larval abundances will be high if adults are abundant, females are older, and females are well fed (<xref ref-type="bibr" rid="B27">Hixon et&#xa0;al., 2013</xref>). It appears that all of these conditions were met in 2021 as rockfish age and biomass increased throughout the 2000s as a result of strong year classes and favorable environmental conditions (<xref ref-type="bibr" rid="B17">Field et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B61">Thompson et&#xa0;al., 2017a</xref>), and productive environmental conditions in 2021 likely produced ample food for females. The rates of larval survival determine the young of the year rockfish abundance, but overall larval abundance is typically not related to recruitment strength (<xref ref-type="bibr" rid="B10">Cury et&#xa0;al., 2014</xref>). However, <xref ref-type="bibr" rid="B55">Schroeder et&#xa0;al. (2019)</xref> found that rockfish recruitment was high when parents were exposed to Pacific subarctic (i.e., California Current) water in the months preceding sampling of pelagic juvenile rockfish. The volume of Pacific subarctic water tends to be higher in the CCE during La Ni&#xf1;as, and it is likely that optimal physical conditions facilitated high rockfish recruitment in 2021.</p>
</sec>
<sec id="s4_5">
<title>Birds</title>
<p>The reproductive success of resident-breeder seabirds tends to increase during La Ni&#xf1;as (<xref ref-type="bibr" rid="B52">Santora et&#xa0;al., 2021b</xref>) and was predictably high in 2021. The availability of appropriate forage is a main driver of seabird reproduction, and the capacity of a bird to thrive on a particular prey item can be species-specific (<xref ref-type="bibr" rid="B53">Santora et&#xa0;al., 2014</xref>). In 2021, our data showed that many species of potential bird prey such as the young of the year rockfishes and Hake were abundant off Southeastern Farallon Island, and this robust prey base likely augmented shore bird reproduction. Unlike all other species, however, common murre experienced below-average reproductive success at Southeast Farallon Island while primarily consuming Anchovy. The mechanisms driving low common murre reproduction are not entirely clear. It is possible that abundant adult but low YOY Anchovy abundance in central California impeded common murre reproduction as adults provide chicks with whole fish and adult Anchovy are too large for chicks to consume (<xref ref-type="bibr" rid="B64">Thompson et&#xa0;al., 2018</xref>). By contrast, a species such as Brandt&#x2019;s cormorant can feed its chicks regurgitated Anchovy or young of the year rockfishes (<xref ref-type="bibr" rid="B40">Nur and Sydeman, 1999</xref>), and reproductive success has been above average since 2013 when either or both Anchovy or rockfishes were very abundant. Similarly, the western gull is a generalist predator and has had average to above-average reproductive success in 2021 and recent years after experiencing reproductive failure in 2011 when the abundance of many forage fishes was low. Cassin&#x2019;s auklet, which feeds primarily on krill (<xref ref-type="bibr" rid="B53">Santora et&#xa0;al., 2014</xref>), also had above-average reproductive success in 2021, despite below-average overall krill abundance in central California. Overall krill abundance, however, is mostly driven by <italic>E. pacifica</italic>, and at-sea observations (Jarrod Santora, personal observation) indicated that upwelling-induced high abundance of <italic>T. spinifera</italic> likely provided adequate forage for Cassin&#x2019;s auklet. Moreover, because the caloric value of <italic>T. spinifera</italic> is higher than <italic>E. pacifica</italic> (<xref ref-type="bibr" rid="B31">Ju et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B14">F&#xe4;rber Lorda and Murcia-Ria&#xf1;o, 2021</xref>), an increase in <italic>T. spinera</italic> could have compensated as an energy source for predators for a reduction in <italic>E. pacifica</italic>. In contrast with Southeast Farallon Island, common murre had average reproductive success at Yaquina Head. Given the forage base off Oregon, we expected common murre reproduction to be well above average in 2021. However, disturbance by eagles was approximately average and probably reduced reproductive success. Although common murre reproduction was only average at Yaquina Head in 2021, it was much higher than in 2020 when eagle harassment was very intense. The high eagle activity in 2020 may have been due to the lack of people visiting the region when it was closed to the public because of the COVID pandemic. In 2021, park visitation was closer to normal, and this likely reduced eagle disturbance (Rachel Orban, personal observation). Similarly, increased harassment by eagles and augmented murre egg mortality occurred due to COVID-induced reduction in human activity in the Baltic Sea in 2021 (<xref ref-type="bibr" rid="B26">Hentati-Sundberg et&#xa0;al., 2021</xref>). Overall, the documented bottom-up and top-down forces largely accurately predicted seabird reproduction in 2021.</p>
<p>Seabird abundance and distribution patterns at sea mostly did not adhere to our expectations. Off central California, the cool-water-associated sooty shearwater was high, likely in response to the abundant forage base and cool conditions (<xref ref-type="bibr" rid="B54">Santora et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B50">Santora et&#xa0;al., 2017</xref>). Unexpectedly, the at-sea abundance of common murre was also high, which is surprising as this species tends to spend more time on the colony when prey is locally abundant (<xref ref-type="bibr" rid="B24">Harding et&#xa0;al., 2007</xref>). However, the low common murre reproductive success at Southeastern Farallon Island suggests that local prey abundance was suboptimal in 2021. It is thus likely that common murre were forced to forage away from land which explains the high at-sea abundance. In southern California, the abundance of warm- and cool-water migrants did not meet our expectations. Unlike most of the CCE, summer SST was above average which may have driven cool-water-associated sooty sheerwater further north. In addition, while warm-water black-vented sheerwater decreased relative to recent years, this species was mostly absent from southern California subsequent to the 2014&#x2013;2016 MHW. Hence, slightly above-average abundances of black-vented sheerwater may have been facilitated by moderately high SST. Overall, while at-sea bird abundances did not adhere to our <italic>a priori</italic> predictions, the patterns make sense in light of observed environmental and prey base conditions.</p>
</sec>
<sec id="s4_6">
<title>Marine mammals</title>
<p>As expected going into 2021, sea lion reproductive success was high. However, our prediction for sea lion reproduction was based on the continued high abundance of Anchovy rather than the onset of La Ni&#xf1;a conditions. Pup count and growth rate have been above average from 2017 to 2021 and pup weight from 2016 to 2021. This is a sharp contrast to 2013&#x2013;2015 when pups were starving, and an unusual mortality event (UME) was investigated by the National Marine Fisheries Service (<xref ref-type="bibr" rid="B32">Laake et&#xa0;al., 2018</xref>). The UME and abrupt recovery are well explained by the dynamics of Anchovy and Sardine (<xref ref-type="bibr" rid="B37">McClatchie et&#xa0;al., 2016a</xref>). One of the few periods in the past 70 years when both Anchovy and Sardine had very low abundances was during 2013&#x2013;2015. By mid-2016, Anchovy born in the high recruitment year of 2015 began to spawn (<xref ref-type="bibr" rid="B60">Thompson et&#xa0;al., 2022</xref>) and were thus large enough to be available as prey for nursing adult female sea lions (<xref ref-type="bibr" rid="B68">Wells et&#xa0;al., 2017</xref>). The influx of high-quality Anchovy prey in 2016 augmented pup weight, and by 2017, forage was plentiful both during and after sea lion pregnancy. The 6-year run of above average is the second longest of the time series to a 7-year period from 2002 to 2008. Given that Anchovy abundance was at close to an all-time high in 2021 and that Anchovy recruitment was still high in southern California in 2021, it is likely that the 7-year streak of above-average sea lion condition will be matched in 2022.</p>
</sec>
<sec id="s4_7">
<title>Southern California current ecosystem</title>
<p>Although the southernmost biological survey in 2021 was north of the U.S./Mexico border, the CCE extends south into Mexican waters. The latitude of the southernmost portion of the CC varies annually, but the CC typically moves westward away from the coast in southern Baja California Sur (<xref ref-type="bibr" rid="B8">Checkley and Barth, 2009</xref>; <xref ref-type="bibr" rid="B9">Contreras-Catala et&#xa0;al., 2021</xref>). In Baja California Sur, Bahia Magdalena (24.5&#xb0;N) is a biogeographic barrier separating temperate/subtropical species from tropical species (<xref ref-type="bibr" rid="B9">Contreras-Catala et&#xa0;al., 2021</xref>). During strong El Ni&#xf1;os, however, tropical fish and invertebrates will move north of Bahia Magdalena but rapidly diminish from northern areas upon cessation of anomalously warm conditions (<xref ref-type="bibr" rid="B20">Funes-Rodr&#xed;guez et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B21">Funes-Rodr&#xed;guez et&#xa0;al., 2011</xref>). In 2021, we, therefore, expected that the southern CC biological assemblage would comprise largely of temperate/subtropical species. Unfortunately, the Mexican counterpart to CalCOFI, Investigaciones Mexicanas de la Corriente de California (IMECOCAL), did not sample the southern CC in 2021. If sampling resumes in 2022, we will have further opportunities to evaluate the impacts of La Ni&#xf1;a on the full CCE.</p>
</sec>
<sec id="s4_8">
<title>Suggestions for the future and conclusion</title>
<p>EBUS are some of the most productive marine systems in the world and affect the livelihood of millions of people (<xref ref-type="bibr" rid="B41">Pauly and Christensen, 1995</xref>). As climate change accelerates, and non-analogous oceanographic conditions manifest (<xref ref-type="bibr" rid="B29">Jacox et&#xa0;al., 2022</xref>), the biological components of EBUS may change in unpredictable ways (<xref ref-type="bibr" rid="B7">Checkley et&#xa0;al., 2017</xref>). Continuous monitoring of EBUS is thus critical to manage ecosystems to the best of our capacity. Here, we document major physical and biological indices in the CCE. A suggestion for future work is to assess the ecosystem status of not just the CCE but all major EBUS concurrently to evaluate differences and commonalities within and among EBUS.</p>
<p>In conclusion, climate indices, including the ONI and PDO index were negative, indicating a shift to cooler conditions. As predicted, the shift to cooler conditions was reflected in the lower temperature, higher salinity, and higher chlorophyll <italic>a</italic> throughout much of the CCE, although this response was somewhat muted south of Point Conception. Generally, northern species such as northern copepods and northern mesopelagic larval fish species increased. A robust prey base augmented shore bird and sea lion reproductive success. In addition, many species displayed patterns in abundance that varied regionally, such as krill, adult market squid, YOY Hake, and YOY Anchovy (<xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10</bold>
</xref>). The difference among regions in the CCE could be related to the relative importance of changes in local processes and dynamics, such as the variability in alongshore wind, wind stress curl, and eddies (<xref ref-type="bibr" rid="B15">Fewings, 2017</xref>; <xref ref-type="bibr" rid="B70">Xiu et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B16">Fewings and Brown, 2019</xref>). As such, there is still much more to understand about the CCE, and going through this exercise provides an opportunity to more holistically assess our knowledge related to the ecosystem dynamics of the entire CCE.</p>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p>Graphical summary of CCE conditions in 2021.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-09-958727-g010.tif"/>
</fig>
<p>Looking forward, the NOAA Climate Prediction Center has forecasted that La Ni&#xf1;a conditions will persist in 2022. As such, we predict that physical and biological conditions will be similar to 2021. However, several unexpected events occurred in 2021, and it remains to be seen what surprises the CCE will have in store for us in 2022. With continual monitoring, we will determine if we need to change our expectations moving into the future.</p>
</sec>
</sec>
<sec id="s5" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The animal study was reviewed and approved by Scripps Institution of Oceanography.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<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.2022.958727/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2022.958727/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.pdf" id="SM1" mimetype="application/pdf"/>
</sec>
<ref-list>
<title>References</title>
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