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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Conserv. Sci.</journal-id>
<journal-title>Frontiers in Conservation Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Conserv. Sci.</abbrev-journal-title>
<issn pub-type="epub">2673-611X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcosc.2024.1377673</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Conservation Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>What bycatch tells us about the diet of harbor and gray seals and overlap with commercial fishermen</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Lyssikatos</surname>
<given-names>Marjorie C.</given-names>
</name>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2544621"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wenzel</surname>
<given-names>Frederick W.</given-names>
</name>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
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<aff id="aff1">
<institution>Protected Species Division, Northeast Fisheries Science Center, NOAA Fisheries</institution>, <addr-line>Woods Hole, MA</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Jennifer Jackman, Salem State University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Alex M. Costidis, Self-employed, Norfolk, VA, United States</p>
<p>Timothy C. Haas, University of Wisconsin&#x2013;Milwaukee, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Marjorie C. Lyssikatos, <email xlink:href="mailto:Marjorie.lyssikatos@noaa.gov">Marjorie.lyssikatos@noaa.gov</email>
</p>
</fn>
<fn fn-type="other" id="fn003">
<p>&#x2020;Retired</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>5</volume>
<elocation-id>1377673</elocation-id>
<history>
<date date-type="received">
<day>28</day>
<month>01</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Lyssikatos and Wenzel</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Lyssikatos and Wenzel</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>Northwest Atlantic harbor (<italic>Phoca vitulina vitulina</italic>) and gray (<italic>Halichoerus grypus atlantica</italic>) seal populations are recovering from early to mid-20th century exploitation, increasing their biological interactions and bycatch in Northeastern US commercial fisheries. We evaluated the seals&#x2019; diet composition and compared their prey to commercial catches to assess trophic overlap and potential competition with commercial fisherman target catches. We obtained 148 harbor and 178 gray seal stomach samples from bycatch events that occurred between 2004 and 2018. We learned from the hard part remains that the majority of seals bycaught are young-of-the-year (&#x2264;12 months old) that consume a wide breadth of prey across three trophic groups. There was a general dichotomy in extrinsic factors associated with seal diet in which 45% trophic niche separation was explained by non-overlapping harbor and gray seal phenology and pup haul-out locations that are adjacent to active fishing areas. Prey size estimated from fish otoliths and squid beaks recovered from stomach contents showed that gray seals consumed larger prey than harbor seals and prey sizes from both seals showed limited overlap with prey sizes caught by commercial gillnet fishermen. The most important prey to both seals included large (&gt;20&#xa0;cm) and small (&#x2264;20 cm) silver hake (<italic>Merluccius bilinearis</italic>), (&#x2264;40 cm) red hake (<italic>Urophycis chuss</italic>), gulf stream flounder (<italic>Citharichthys arctifrons</italic>), medium (21&#x2013;40 cm) white hake (<italic>Urophycis tenuis</italic>), and (&lt;50&#xa0;cm) Atlantic cod (<italic>Gadus morhua</italic>). Important prey to harbor seals that did not overlap with gray seals were Acadian redfish (<italic>Sebastes fasciatus</italic>), Atlantic herring (<italic>Clupea harengus</italic>), longfin (<italic>Doryteuthis pealeii</italic>), and shortfin squid (<italic>Illex illecebrosus</italic>). They contrasted with prey important to gray seals that did not overlap with harbor seals: yellowtail flounder (<italic>Limanda ferruginea</italic>), sand lance (<italic>Ammodytes</italic> spp.), <italic>Urophycis</italic> spp., and fourspot flounder (<italic>Hippoglossina oblonga</italic>). Despite the potential bias associated with opportunistic bycatch sampling, this study demonstrates the importance and value of utilizing carcasses retained from bycatch events, is complimentary to newer methodologies (i.e., DNA meta-barcoding), and fills data gaps in our understanding of the role recovering harbor and gray seal populations have on Northeastern US regional food webs.</p>
</abstract>
<kwd-group>
<kwd>harbor seal</kwd>
<kwd>gray seal</kwd>
<kwd>bycatch</kwd>
<kwd>diet</kwd>
<kwd>prey</kwd>
<kwd>commercial fishermen</kwd>
</kwd-group>
<counts>
<fig-count count="9"/>
<table-count count="4"/>
<equation-count count="1"/>
<ref-count count="141"/>
<page-count count="23"/>
<word-count count="11050"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Human-Wildlife Interactions</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Fishery bycatch is broadly defined as the incidental capture or discard of any living marine organism, including unobserved mortality, due to direct encounters with fishing vessels and gear (<xref ref-type="bibr" rid="B90">NMFS, 2016a</xref>). Bycatch of seals has been documented in several Northeastern US commercial fisheries where bycatch events can provide temporal and spatial context for analysis of seal distribution (<xref ref-type="bibr" rid="B23">Chavez-Rosales et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B50">Hayes et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B110">Precoda and Orphanides, 2022</xref>). Time and space are important factors in evaluating the diet of seals because of their life history where foraging patterns are largely dictated by the timing and location of reproduction and movements of their prey (<xref ref-type="bibr" rid="B5">Beck et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B117">Russell et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B120">Scharff-Olsen et&#xa0;al., 2018</xref>).</p>
<p>The western North Atlantic gray and harbor seal populations extend from eastern Canada to the mid-Atlantic US. Due to the semi-aquatic and wide-ranging movements of harbor (<italic>Phoca vitulina vitulina</italic>) and gray seals (<italic>Halichoerus grypus atlantica</italic>), utilizing dead specimens retained opportunistically from fishery bycatch events is a valuable resource because they provide rare insight to marine mammal trophic ecology that is otherwise difficult to obtain (<xref ref-type="bibr" rid="B27">Craddock et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B138">Wenzel et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B99">Orphanides et&#xa0;al., 2020</xref>). <xref ref-type="bibr" rid="B143">Williams (1999)</xref> and <xref ref-type="bibr" rid="B2">Ampela (2009)</xref> presented the first accounts of Northwest Atlantic harbor and gray seal diet utilizing stomach sample hard part remains obtained from Northeastern US incidental bycatch events (1991&#x2013;2008). Our research will expand the time series by building off later research completed by <xref ref-type="bibr" rid="B139">Wenzel et&#xa0;al. (2015</xref>, <xref ref-type="bibr" rid="B140">2017)</xref> including additional sampling from bycatch collected through 2018.</p>
<p>Cape Cod, coastal Maine, and nearby islands are home to several harbor and gray seal breeding colonies. These regions are adjacent to some of the most productive fishing grounds in the Northeastern US (<xref ref-type="bibr" rid="B92">NEFSC, 2023</xref>). Consequently, the resurgence of these transboundary seal populations has led to perceived competition for economically valuable prey between commercial fishermen and seals (<xref ref-type="bibr" rid="B45">Guerra, 2019</xref>; <xref ref-type="bibr" rid="B6">Behnke, 2021</xref>). While gray seals are exhibiting exponential rates of growth, there is increasing evidence of interspecific competition with gray seals outcompeting harbor seals for mutually desirable habitat and prey resources (<xref ref-type="bibr" rid="B102">Pace et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B50">Hayes et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B147">Wood et&#xa0;al., 2022</xref>). This could be contributing to an apparent decline or slowed growth of the Northwest Atlantic harbor seal population (<xref ref-type="bibr" rid="B13">Bowen et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B60">Johnston et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B117">Russell et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B3">Ampela et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B61">Jones et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B102">Pace et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B144">Wilson and Hammond, 2019</xref>; <xref ref-type="bibr" rid="B50">Hayes et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B124">Sigourney et&#xa0;al., 2022</xref>). Improving our understanding of forage diversity and consumption supporting the population growth of Northwest Atlantic harbor and gray seals is necessary to evaluate the magnitude of competition for both managed and protected resources in the Northeastern US region (<xref ref-type="bibr" rid="B68">Kusnierz et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B54">Hui et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B130">Swain and Beno&#xee;t, 2015</xref>; <xref ref-type="bibr" rid="B22">Chasco et&#xa0;al., 2017</xref>). It is also necessary to improve our knowledge on key predator&#x2013;prey linkages fundamental to the development of ecosystem-based fisheries management plans (<xref ref-type="bibr" rid="B148">Yodzis, 2001</xref>; <xref ref-type="bibr" rid="B108">Plaganyi and Butterworth, 2009</xref>; <xref ref-type="bibr" rid="B33">Fogarty, 2013</xref>; <xref ref-type="bibr" rid="B34">Free et&#xa0;al., 2021</xref>).</p>
<p>The success of the US Marine Mammal Protection Act of 1972 as amended (MMPA) has created a new set of challenges for natural resource managers (<xref ref-type="bibr" rid="B41">Gazit et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B114">Roman et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B31">Ferretti et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B74">Marshall et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B57">Jackman et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B20">Cammen et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B45">Guerra, 2019</xref>). Since the implementation of the MMPA, the US Northwest Atlantic harbor and gray seal populations have been recovering from near extirpation status. These species were considered extirpated from New England waters in the 1960s due to bounty hunting and overharvesting from legal hunting practices in coastal New England and Canadian provinces (<xref ref-type="bibr" rid="B71">Lelli et&#xa0;al., 2009</xref>). With the moratorium on the hunting of seals implemented under the MMPA, the recolonization of harbor and gray seals has been documented on several coastal beaches and islands throughout the Northeastern US and Canadian maritime region (<xref ref-type="bibr" rid="B42">Gilbert et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B102">Pace et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B30">den Heyer et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B146">Wood et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B50">Hayes et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B124">Sigourney et&#xa0;al., 2022</xref>).</p>
<p>The recovery of seals in Northeastern US waters has led to unintended negative interactions with stakeholder groups that range from landowners concerned about perceived impact on water quality around seal haul-out/pupping sites and beachgoers heightened awareness of sharks foraging in waters in search of seal prey adjacent to popular tourist beaches (<xref ref-type="bibr" rid="B123">Skomal et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B4">Bass et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B57">Jackman et&#xa0;al., 2018</xref>). Northwest Atlantic gray seal bycatch was over 2,000 individuals in 2019, the highest recent marine mammal bycatch in the US (<xref ref-type="bibr" rid="B75">Martins et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B50">Hayes et&#xa0;al., 2021</xref>). Increasing bycatch has also contributed to evidence of depredation due to apparent competition for resources that fishermen target for commercial and personal consumption and seals target to support their growth (<xref ref-type="bibr" rid="B62">Kaschner and Pauly, 2005</xref>; <xref ref-type="bibr" rid="B66">Konigson et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B108">Plaganyi and Butterworth, 2009</xref>; <xref ref-type="bibr" rid="B112">Rafferty et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B44">Gruber, 2014</xref>; <xref ref-type="bibr" rid="B26">Cosgrove et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B125">Sirak, 2015</xref>; <xref ref-type="bibr" rid="B135">Trull, 2015</xref>; <xref ref-type="bibr" rid="B19">Byron and Morgan, 2016</xref>).</p>
<p>The increasing interactions between recovering seal populations and fishermen are not unique to the Northeastern US. On the West Coast of the US, recovering seal populations have been blamed for impeding the recovery of protected salmon species (<xref ref-type="bibr" rid="B22">Chasco et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B87">Nelson et&#xa0;al., 2019</xref>). In Atlantic Canada, the Atlantic cod (<italic>Gadus morhua</italic>) has not recovered after two decades of moratorium on commercial harvest, and some of this decline has been attributed to predation by seals (<xref ref-type="bibr" rid="B136">Trzcinski et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B95">O&#x2019;Boyle and Sinclair, 2012</xref>; <xref ref-type="bibr" rid="B47">Hammill et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B88">Neuenhoff et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B115">Rossi et&#xa0;al., 2021</xref>). In the Northeast Atlantic, <xref ref-type="bibr" rid="B24">Cook et&#xa0;al. (2015)</xref> stated that gray seal predation on Atlantic cod could impede recovery from overharvest by commercial fishing practices. In the Baltic Sea, researchers have documented economic losses to fishermen due to depredation and whole consumption of cod and salmon catches (<xref ref-type="bibr" rid="B66">Konigson et&#xa0;al., 2009</xref>, <xref ref-type="bibr" rid="B67">2013</xref>).</p>
<p>The perceived increase in competition between marine mammal populations and fisheries has spurred new debate to legalize culling of seals in Northeastern US waters (<xref ref-type="bibr" rid="B17">Butterworth et&#xa0;al., 1988</xref>; <xref ref-type="bibr" rid="B148">Yodzis, 2001</xref>; <xref ref-type="bibr" rid="B14">Bowen and Lidgard, 2011</xref>; <xref ref-type="bibr" rid="B119">Schakner et&#xa0;al., 2016</xref>). However, contrasting studies suggest that changing environmental conditions and high fishing mortality outweigh the impact of natural mortality by predation from increasing higher trophic level predator populations (<xref ref-type="bibr" rid="B62">Kaschner and Pauly, 2005</xref>; <xref ref-type="bibr" rid="B94">Nye et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B25">Costalago et&#xa0;al., 2019</xref>). Furthermore, there is also evidence that marine mammal recovery has a positive impact on ecosystem health and trophic interactions potentially benefiting commercial fisheries (<xref ref-type="bibr" rid="B134">Trites et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B83">Morissette et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B114">Roman et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B4">Bass et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B19">Byron and Morgan, 2016</xref>). Thus, improving our understanding of the diversity and magnitude of seal prey consumption will move society further down the roadmap of an ecosystem-based approach to fisheries management (<xref ref-type="bibr" rid="B91">NMFS, 2016b</xref>; <xref ref-type="bibr" rid="B37">Gaichas et&#xa0;al., 2018</xref>).</p>
<p>Direct measurement of feeding by marine mammals in the wild is limited due to the nature of their habitat and how they interact with their environment (<xref ref-type="bibr" rid="B16">Boyle, 1997</xref>; <xref ref-type="bibr" rid="B51">Heithaus and Dill, 2009</xref>). Although pinnipeds spend a portion of their lives hauled out on land, they generally spend that time resting, mating, giving birth, and providing natal care. Consequently, scientists are mostly limited to indirect sampling approaches (e.g., hard part remains, stable isotopes, DNA, and fatty acids) to estimate the diet of marine mammals (<xref ref-type="bibr" rid="B15">Bowen and Iverson, 2013</xref>). There has been a growing body of literature from the Northeastern US region utilizing stable isotope and DNA techniques to infer the diet of US Northwest Atlantic gray seals. <xref ref-type="bibr" rid="B52">Hernandez et&#xa0;al. (2019a</xref>, <xref ref-type="bibr" rid="B53">2019b)</xref> and <xref ref-type="bibr" rid="B72">Lerner et&#xa0;al. (2018)</xref> report the difficulty in obtaining taxonomic prey resolution using stable isotopes for a generalist predator. <xref ref-type="bibr" rid="B98">Ono et&#xa0;al. (2019)</xref> and <xref ref-type="bibr" rid="B80">McCosker et&#xa0;al. (2020)</xref> found several prey items present in Northwest Atlantic gray seal diet utilizing DNA techniques. However, obtaining estimates of prey abundance and biomass from DNA is still in the developmental stages (<xref ref-type="bibr" rid="B29">Deagle et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B122">Shelton et&#xa0;al., 2023</xref>). Consequently, there is uncertainty in 1) the relative magnitude of consumption and changes over time among prey types by Northwest Atlantic harbor and gray seals, 2) their interspecies prey foraging patterns, and 3) their competition with commercial fishermen for similar prey. In comparison to stable isotopes and DNA techniques, utilizing hard part remains obtained from seal scat and gastrointestinal samples provides an indirect and relatively inexpensive approach to investigate marine mammal diets. However, they are also not immune to sources of bias (e.g., digestive erosion of hard parts, poor evidence of depredation and scavenging, differential retention rates). Nonetheless, the use of hard part remains to infer the diet of marine mammals is extensively documented in the literature as providing high taxonomic resolution in conjunction with estimates of relative abundance and biomass of prey consumed. <xref ref-type="bibr" rid="B105">Pierce and Boyle (1991)</xref> and <xref ref-type="bibr" rid="B15">Bowen and Iverson (2013)</xref> provide comprehensive summaries with the pros and cons of indirect methods applied to the study of marine mammal diets.</p>
<p>Our primary aim with this research is to utilize stomach samples obtained opportunistically from harbor and gray seal commercial fishery bycatch events to improve our understanding of the foraging habits of Northwest Atlantic harbor and gray seals and their dietary role in the Northeastern US region ecosystems. The objectives of this study are to 1) quantify the mean length and weight, relative abundance, and biomass of prey consumed by harbor and gray seals using hard parts extracted from the stomachs of bycaught seals; 2) evaluate temporal, spatial, and seal demographic characteristics that may affect diet composition; 3) identify important prey and the magnitude of trophic niche overlap between the two seal species; and 4) compare the size distribution of prey consumed by these seals to the size of prey in commercial catches. Results from this study are expected to improve our scientific understanding of the extent of foraging and harvest competition for commercially important prey resources among these three predators: harbor seals, gray seals, and commercial fishermen.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Bycatch</title>
<p>The NOAA&#x2019;s Northeast Fisheries Observer Program provides one of the most comprehensive interdisciplinary science at-sea fishery-dependent data collection programs in the Nation (<xref ref-type="bibr" rid="B89">NMFS, 2011</xref>; <xref ref-type="bibr" rid="B7">Benaka, 2021</xref>). We used contracted fisheries observers to support the opportunistic collection of incidentally captured harbor and gray seal carcasses for subsequent necropsy. Necropsies provide rare and valuable insight into the health and demography of these semi-aquatic animals (<xref ref-type="bibr" rid="B111">Pugliares et&#xa0;al., 2007</xref>). All specimens obtained from bycatch events were collected and sampled in accordance with regulations pursuant to the Marine Mammal Protection Act.</p>
</sec>
<sec id="s2_2">
<title>Stomach sample collection and processing</title>
<p>From 2004 to 2018, 326 seals were retained from observed bycatch events by the observers (94%) and incidental to cooperative industry-government research studies or agreements (6%). Whole fresh dead seals returned to shore were either put in a chiller and subsequently necropsied within 24&#x2013;72 h or put in a freezer for necropsy at a later date.</p>
<p>Necropsies were primarily conducted at the Woods Hole Oceanographic Institute Marine Research Facility. During necropsy sessions, whole stomachs were extracted from the seal carcasses, and animal sex, weight, length, and overall body condition (e.g., robust, thin, and emaciated) were recorded. Stomachs were initially tied off at both ends of the stomach; the esophagus, the (top) entrance to the stomach, and the pyloric region near the bottom of the stomach and at the intersection of the large intestine were subsequently frozen at &#x2212;10&#xb0;C for future analysis. Intestinal and colonic contents were not examined. Stomachs were thawed and cut open over a large container to prevent loss of content, the stomach lining was rinsed, and all contents were emptied into a small plastic tub and eluted with hot water for analysis. Prior to eluting stomach contents, any evidence of non-trace (whole or semi-intact prey with skulls) prey items was removed, separated, identified, and measured (standard length for fishes). Otoliths were removed from the skull of non-trace and trace (free floating otoliths and cephalopod beaks) fishes, cleaned, and dried. The eluted stomach content samples were continually rinsed separating soft tissue from hard part remains (<xref ref-type="bibr" rid="B27">Craddock et&#xa0;al., 2009</xref>). All otoliths and cephalopod beaks found were separated and dried for identification using <xref ref-type="bibr" rid="B21">Campana (2004)</xref>; <xref ref-type="bibr" rid="B78">McBride et&#xa0;al. (2010)</xref>, and in-house reference guides. All non-trace and trace prey remains were identified to the lowest taxonomic group possible. Evidence of elasmobranch species (i.e., sharks, skates, and rays) was noted as either present or absent. Cephalopod beaks were not stored in an air-tight or oil-based solution and, consequently, were subject to shrinkage due to dry storage conditions. As a result, cephalopod beaks were not measured, and they were counted (uppers versus lowers) with the higher number of the two as the minimum number of cephalopods consumed (see steps 1&#x2013;4 of <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>).</p>
</sec>
<sec id="s2_3">
<title>Otolith sorting, subsampling, measurements, and other hard part remains</title>
<p>Fish otoliths (by species, family, or genus) were sorted into four condition categories: 1) pristine or near pristine otoliths [pristine otoliths come from non-trace prey items (whole fish or intact skulls)]; 2) trace otoliths with only mild/moderate degradation margin erosion; 3) trace otoliths with advanced erosion, with tips or margins worn down; and 4) broken trace otoliths. Within-sample (i.e., stomach) otoliths with minor erosion (within prey species) were subsampled if there were &gt;30 but fewer than 120 structures. If there were &#x2265;120 otoliths with minor erosion, 25% of those structures were randomly selected for measurement. Pristine otoliths and those with minor erosion were measured with digital calipers to the nearest 0.01&#xa0;mm. Broken otoliths and those with major erosion were not measured. Broken otoliths were counted only if uniquely identified as belonging to one structure. Multiple broken pieces that could not be pieced together were not counted (<xref ref-type="bibr" rid="B10">Bowen and Harrison, 1994</xref>, <xref ref-type="bibr" rid="B11">1996</xref>; <xref ref-type="bibr" rid="B46">Hammill et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B144">Wilson and Hammond, 2019</xref>); see steps 5&#x2013;9 of <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref>). A total of 5,499 otoliths were processed. Fewer than 10% of otoliths were unmeasurable (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S1</bold>
</xref>).</p>
</sec>
<sec id="s2_4">
<title>Estimating the minimum number of individual prey consumed</title>
<p>The count of individual prey consumed by individual seals in this study is treated as a minimum number of individuals because it does not 1) include the number of elasmobranch species consumed when found present, 2) account for possible loss due to digestion (e.g., fragile and highly digestible <italic>Clupeid</italic> spp.) or otoliths not located due to stomach processing procedures (e.g., digestive tracts were not processed) or missing small otoliths (e.g., sand lance), 3) account for depredation where heads of prey are not consumed, and 4) account for evidence of prey based on fish bones and soft tissue that were not enumerated for this study (<xref ref-type="bibr" rid="B105">Pierce and Boyle, 1991</xref>; <xref ref-type="bibr" rid="B10">Bowen and Harrison, 1994</xref>; <xref ref-type="bibr" rid="B100">Orr et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B46">Hammill et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B15">Bowen and Iverson, 2013</xref>).</p>
<p>For each seal stomach (sampling unit), pristine otoliths and those with minor erosion were paired (left and right) to the extent possible. The minimum number of individual (minimum number) prey present was determined by counting the number of pairs and single (left or right) otoliths (assumed to be unique individuals; <xref ref-type="bibr" rid="B11">Bowen and Harrison, 1996</xref>; <xref ref-type="bibr" rid="B46">Hammill et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B138">Wenzel et&#xa0;al., 2013</xref>). For unpaired subsampled otoliths with minor erosion, the <xref ref-type="bibr" rid="B77">Microsoft Corporation (2016)</xref> Excel Data Analysis ToolPak (sample function) was used to reconstruct a full sample of otolith lengths from the subsampled data (10% of stomach samples included subsampled otoliths). Reconstructed otolith lengths were randomly reduced by 50%, and those individual (not paired) otolith lengths were used to infer the minimum number of otoliths with minor erosion and prey sizes from the subsampled data. This step was necessary because, unlike the non-subsampled data, the subsampled otoliths with minor erosion were not paired so an estimate of the minimum number of prey could not be determined and subsequently not available to estimate prey length for this group of otoliths. For broken otoliths and those with major erosion, the aggregate counts of otoliths within sampling units and prey species were divided in half to estimate the minimum number. The minimum number of prey species consumed by each seal is the sum of the minimum number across all four otolith condition categories and cephalopods. See <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S1</bold>
</xref> for a detailed flowchart of the methodology estimating the minimum number consumed by harbor and gray seals.</p>
</sec>
<sec id="s2_5">
<title>Estimating seal prey size and weight</title>
<p>Prey sizes are an important consideration given the size of prey that harbor and gray seals are able to consume and for comparison to mean prey size from commercial catches (<xref ref-type="bibr" rid="B125">Sirak, 2015</xref>; <xref ref-type="bibr" rid="B98">Ono et&#xa0;al., 2019</xref>). The mean otolith length (from pairs) or individual lengths from pristine otoliths or those with minor erosion were used to estimate individual prey length (cm) and weight (kg) using equations compiled from the literature and other data sources (<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Appendices 1&#x2013;2</bold></xref>). Pristine otoliths or those with minor erosion recovered from stomach samples spend less time subject to erosive factors compared with otoliths with major erosion or fully passed through the digestive tract (e.g., recovered from scats), and thus, no otolith size correction factors were applied to the measured otolith lengths (<xref ref-type="bibr" rid="B97">Olesiuk et&#xa0;al., 1990</xref>; <xref ref-type="bibr" rid="B10">Bowen and Harrison, 1994</xref>, <xref ref-type="bibr" rid="B11">1996</xref>; <xref ref-type="bibr" rid="B46">Hammill et&#xa0;al., 2007</xref>).</p>
</sec>
<sec id="s2_6">
<title>Reconstructing harbor and gray seal diets</title>
<p>Prey weight for the minimum number from all four otolith categories and cephalopod minimum number was required to estimate prey biomass consumed by harbor and gray seals (heretofore &#x201c;seals&#x201d;). Prey weight for the minimum number of pristine otoliths or those with minor erosion was directly estimated (see section above). However, the minimum number counted from broken otoliths or those with major erosion was aggregated by seal and prey species. Consequently, to estimate biomass consumed by each seal, a three-tiered matching system was used to multiply mean prey weight from pristine otoliths or those with minor erosion by the minimum number from broken otoliths or those with major erosion. Tier 1 match multiplied mean prey weight by the minimum number of broken otoliths or those with major erosion where sampling unit (seal stomach sample) and prey species match; tier II match multiplied mean prey weight from the same prey species over all sampling units within the same seal species and season by the minimum number of broken otoliths or those with major erosion from the same seal species and season; and tier III match multiplied prey weight from the same prey species over all sampling units within the same seal (ignoring season) by the minimum number of broken otoliths or those with major erosion from the same seal and prey species. The prey weight of squids was estimated by multiplying the mean prey weight (within species) derived from <xref ref-type="bibr" rid="B2">Ampela (2009)</xref> and <xref ref-type="bibr" rid="B143">Williams (1999)</xref> by its minimum number. For unidentifiable flatfish, hakes, and gadids, the mean prey weight from the same taxonomic family found within the same sampling unit (stomach sample) was applied to the unidentified flatfish, hakes, and gadid minimum number. If no match was found within the same stomach, the mean prey weight from the same taxonomic family with the same seal species, sex, age, and season was used where applicable. For unidentified species, the mean prey weight from all identified prey within the same stomach sample was applied to the unidentified minimum number. Total biomass consumed for each predator is the sum of prey weight estimated from pristine otoliths or those with minor erosion plus the sum of prey weight estimated from all three tiers of broken otoliths or those with major erosion plus prey weight from all unidentified prey categories (&lt;1% of all identified prey items).</p>
<p>The reconstructed seal diet data were categorized by season (spring = March&#x2013;May, summer = June&#x2013;August, fall = September&#x2013;November, winter = December&#x2013;February), geographic region (Gulf of Maine, Georges Bank, Southern New England/Northern Mid-Atlantic), sex, and age class (pup, young-of-the-year, juvenile and adult: <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Geographic regions were defined from ecological production units, which are defined areas within the Northeastern US continental shelf containing all or the majority of an ecosystem with unique biological, chemical, and physical characteristics supporting various assemblages of marine life (<xref ref-type="bibr" rid="B38">Gamble et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B92">NEFSC, 2023</xref>). The frequency of occurrence (the number of times a prey item was found in a stomach sample), abundance, and biomass consumed, as well as mean prey size (cm) and weight (kg), were summarized by the trophic guild for both harbor and gray seals. Trophic guild refers to a group of prey species that feed on similar items or have similar dietary requirements and, therefore, have a similar ecological function within the structure of an ecosystem (<xref ref-type="bibr" rid="B1">Adams, 1985</xref>). Organizing seal diet data by trophic guild is important to support the development of predator&#x2013;prey linkages, a critical need in furthering the application of ecosystem-based fishery management in Northeastern US (<xref ref-type="bibr" rid="B33">Fogarty, 2013</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Demographic, spatial, and temporal characteristics associated with gray (top panel) and harbor (bottom panel) seals bycaught in commercial gillnet and bottom trawl gear, years 2004&#x2013;2018: GoM, Gulf of Maine; GB, Georges Bank; SNE/NMA, Southern New England/Northern Mid-Atlantic; Spring, March&#x2013;May; Summer, June&#x2013;August; Fall, September&#x2013;November; Winter, December&#x2013;February; Unk, Unknown.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" colspan="2" align="center"/>
<th valign="top" colspan="4" align="center">Season (%)</th>
<th valign="top" colspan="3" align="center">Sex (%)</th>
<th valign="top" colspan="4" align="center">Region (%)</th>
<th valign="top" colspan="5" align="center">Age classes [length range, (%)]</th>
</tr>
<tr>
<th valign="middle" align="center">Species</th>
<th valign="middle" align="center">
<italic>N</italic>
</th>
<th valign="middle" align="center">Spring</th>
<th valign="middle" align="center">Summer</th>
<th valign="middle" align="center">Fall</th>
<th valign="middle" align="center">Winter</th>
<th valign="middle" align="center">&#x2642;</th>
<th valign="middle" align="center">&#x2640;</th>
<th valign="middle" align="center">Unk</th>
<th valign="middle" align="center">GoM</th>
<th valign="middle" align="center">GB</th>
<th valign="middle" align="center">SNE/NMA</th>
<th valign="middle" align="center">Unk</th>
<th valign="top" align="left">Pup<break/>[ &#x2264; 131&#xa0;cm and &#x2264;3 months old]</th>
<th valign="top" align="left">YoY<break/>[&gt;3 months old and &#x2264;131 cm]*</th>
<th valign="top" align="left">JUV<break/>[&gt;131&#x2013;&lt;160&#xa0;cm]</th>
<th valign="top" align="left">Adult<break/>[&#x2265;160 cm]</th>
<th valign="top" align="left">Unk</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center">Gray seal<break/>(<italic>Halichoerus grypus atlantica</italic>)</td>
<td valign="top" align="center">178</td>
<td valign="top" align="center">105<break/>(59)</td>
<td valign="top" align="center">22<break/>(12)</td>
<td valign="top" align="center">12<break/>(7)</td>
<td valign="top" align="center">39<break/>(22)</td>
<td valign="top" align="center">90<break/>(50)</td>
<td valign="top" align="center">83<break/>(47)</td>
<td valign="top" align="center">5<break/>(3)</td>
<td valign="top" align="center">41<break/>(23)</td>
<td valign="top" align="center">21<break/>(12)</td>
<td valign="top" align="center">114<break/>(64)</td>
<td valign="top" align="center">2<break/>(1)</td>
<td valign="top" align="center">29<break/>(16)</td>
<td valign="top" align="center">122<break/>(69)</td>
<td valign="top" align="center">16<break/>(9)</td>
<td valign="top" align="center">7<break/>(4)</td>
<td valign="top" align="center">4<break/>(2)</td>
</tr>
<tr>
<th valign="top" colspan="2" align="left"/>
<th valign="top" colspan="4" align="center">Season (%)
</th>
<th valign="top" colspan="3" align="center">Sex (%)
</th>
<th valign="top" colspan="4" align="center">Region (%)
</th>
<th valign="top" colspan="5" align="center">Age classes [length range, (%)]
</th>
</tr>
<tr>
<th valign="middle" align="center">Species
</th>
<th valign="middle" align="center">
<italic>N</italic>
</th>
<th valign="middle" align="left">Spring</th>
<th valign="middle" align="left">Summer</th>
<th valign="middle" align="left">Fall</th>
<th valign="middle" align="left">Winter</th>
<th valign="middle" align="center">&#x2642;
</th>
<th valign="middle" align="center">&#x2640;
</th>
<th valign="middle" align="left">Unk</th>
<th valign="middle" align="left">GoM</th>
<th valign="middle" align="left">GB</th>
<th valign="middle" align="left">SNE/NMA</th>
<th valign="middle" align="left">Unk</th>
<th valign="top" align="left">Pup<break/>[ &#x2264; 90&#xa0;cm and &#x2264;3 months old]</th>
<th valign="top" align="left">YoY<break/>[&gt;3 months old and &#x2264; 115&#xa0;cm]&#x1d7b;</th>
<th valign="top" align="left">JUV<break/>[&gt;115&#x2013;&lt;145&#xa0;cm]</th>
<th valign="top" align="left">Adult<break/>[&#x2265;145 cm]</th>
<th valign="top" align="left">Unk</th>
</tr>
</tbody>
<tbody>
<tr>
<td valign="top" align="center">Harbor seal<break/>(<italic>Phoca vitulina vitulina</italic>)</td>
<td valign="top" align="center">148</td>
<td valign="top" align="center">10<break/>(7)</td>
<td valign="top" align="center">51<break/>(34)</td>
<td valign="top" align="center">44<break/>(30)</td>
<td valign="top" align="center">43<break/>(29)</td>
<td valign="top" align="center">86<break/>(58)</td>
<td valign="top" align="center">54<break/>(37)</td>
<td valign="top" align="center">8<break/>(5)</td>
<td valign="top" align="center">106<break/>(71)</td>
<td valign="top" align="center">0<break/>(0)</td>
<td valign="top" align="center">38<break/>(26)</td>
<td valign="top" align="center">4<break/>(3)</td>
<td valign="top" align="center">31<break/>(21)</td>
<td valign="top" align="center">101<break/>(68)</td>
<td valign="top" align="center">4<break/>(3)</td>
<td valign="top" align="center">4<break/>(3)</td>
<td valign="top" align="center">8<break/>(5)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Age classes based on length ranges (cm) differ between gray seal and harbor seals: gray seals bycaught between December and February and &#x2264;131 cm = pup, harbor seals bycaught between June and August and &#x2264;90 cm = pup.</p>
</fn>
<fn>
<p>YoY, young-of-the-year (&#x2264;12 months old excluding pups); JUV, juvenile.</p>
</fn>
<fn>
<p>*Hammill (unpublished), <xref ref-type="bibr" rid="B82">McLaren (1993)</xref>, and <xref ref-type="bibr" rid="B2">Ampela (2009)</xref>.</p>
</fn>
<fn>
<p>
<sup>&#x1d7b;</sup>
<xref ref-type="bibr" rid="B9">Boulva and McLaren (1979)</xref> and <xref ref-type="bibr" rid="B81">McLaren and Smith (1985)</xref>.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_7">
<title>Commercial catch length data</title>
<p>Fish length data from commercial gillnet catches (both kept and discards) obtained from NOAA&#x2019;s observer program were compared to the length distribution for some of the most important prey consumed by harbor and gray seals. We used catch length data from 2004 to 2018 to match the time period of stomach samples collected. The observer program manuals detail fish biological sampling procedures on board observed commercial fishing trips (<ext-link ext-link-type="uri" xlink:href="https://www.fisheries.noaa.gov/resource/document/fishery-monitoring-and-research-supplemental-documents">https://www.fisheries.noaa.gov/resource/document/fishery-monitoring-and-research-supplemental-documents</ext-link>). The reconstructed diet and commercial catch length data were prepared for subsequent statistical analyses using <xref ref-type="bibr" rid="B118">SAS (2016)</xref>.</p>
</sec>
<sec id="s2_8">
<title>Statistical methods</title>
<p>We used the BiodiversityR (ver. 2.15-1; <xref ref-type="bibr" rid="B63">Kindt and Coe, 2005</xref>) and vegan (ver. 2.6-4; <xref ref-type="bibr" rid="B96">Oksanen et&#xa0;al., 2022</xref>) packages in R (ver. 4.2.2; <xref ref-type="bibr" rid="B116">R Core Team, 2022</xref>) to generate stomach prey community data sets and prey species accumulation curves as a function of stomach sample size, respectively. This was done to determine if we had sufficient sample sizes to evaluate diet composition (<xref ref-type="bibr" rid="B43">Gosch et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B76">Mati&#x107;-Skoko et&#xa0;al., 2014</xref>). The relative importance of prey resources consumed was determined by the index of importance (iIMP) defined by <xref ref-type="bibr" rid="B40">Garcia-Rodriguez and Aurioles-Gamboa (2004)</xref> as:</p>
<disp-formula>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>I</mml:mi>
<mml:mi>M</mml:mi>
<mml:mi>P</mml:mi>
</mml:mrow>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mo>&#xa0;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mi>U</mml:mi>
</mml:mfrac>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>j</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>U</mml:mi>
</mml:munderover>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>j</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>X</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <italic>i</italic> = taxon or species, <italic>j</italic> = stomach sample, <italic>U</italic> = total number of stomach samples with prey (harbor seal <italic>U</italic> = 144; gray seal <italic>U</italic> = 143), <italic>x<sub>ij</sub>
</italic> = number of prey <italic>i</italic> in stomach <italic>j</italic>, and <italic>X<sub>j</sub>
</italic> = total number of prey in stomach <italic>j</italic>. The iIMP was chosen over prey occurrence: <inline-formula>
<mml:math display="inline" id="im1">
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mrow>
<mml:mi>&#x3a3;</mml:mi>
<mml:mi>O</mml:mi>
<mml:mi>i</mml:mi>
<mml:mo>&#xa0;</mml:mo>
<mml:mo stretchy="false">/</mml:mo>
<mml:mi>U</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>* 100, where <italic>O</italic> is the presence/absence of prey<italic>
<sub>i</sub>
</italic>, and prey abundance: <inline-formula>
<mml:math display="inline" id="im2">
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mstyle displaystyle="true">
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>j</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>U</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mi>X</mml:mi>
</mml:mfrac>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:mstyle>
<mml:mo>&#x2217;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> to identify important prey in the diet. The iIMP takes both prey occurrence and abundance into account and is thereby less sensitive to large numbers of an individual taxon or species found in only a few stomachs and vice versa (<xref ref-type="bibr" rid="B39">Garcia-Rodriguez and de la Cruz-Aguero, 2011</xref>). Values of iIMP that were greater than 1/<italic>S</italic> (<italic>S</italic> = species richness; total number of taxa or species identified) were considered important prey (<xref ref-type="bibr" rid="B69">Krebs, 1999</xref>). The proportion of diet overlap and diversity were evaluated using Morisita&#x2019;s (<italic>C</italic>) and Shannon&#x2013;Wiener (<italic>H&#x2032;</italic>) measures, respectively (<xref ref-type="bibr" rid="B69">Krebs, 1999</xref>).</p>
<p>Generalized additive models (GAMs) were used to explore temporal, spatial, seal species, sex, age, and diet diversity effects on seal consumption. The minimum number of prey items consumed is inherently variable (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S2&#x2013;S2A</bold>
</xref>). Rather than transforming and eliminating real data outliers, a GAM with the quasi-Poisson log-link family allowed for the estimation of a dispersion parameter and non-linear effects (mgcv package; <xref ref-type="bibr" rid="B145">Wood, 2017</xref>).</p>
<p>Finally, to evaluate evidence of biological interactions for the same resources targeted by commercial fishermen, the length frequency distribution sampled from observed commercial gillnet catch composition data was compared to prey length frequency distribution estimated from the stomach contents of bycaught harbor and gray seals. Chi-square and permutation hypothesis tests were used to test differences in diet composition, meal size, and size of prey consumed by the seals and caught by commercial gillnets. All statistical analyses were performed in R-Studio (<xref ref-type="bibr" rid="B109">Posit Team, 2022</xref>).</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Seal sample characteristics</title>
<p>Of the 326 processed stomach samples, 148 were from harbor seals, and 178 were from gray seals (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S2</bold>
</xref>). For both seals, sex ratios were equal (50% male harbor seal, 58% male gray seal, <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Nearly 70% of stomach samples came from young-of-the-year seals followed by pups (16%&#x2013;21%). Juvenile and adult sample sizes were small (&lt;10%). The majority of gray seal samples were obtained during the spring (59%) followed by the winter, summer, and fall seasons, whereas harbor seal samples were more evenly distributed among summer, fall, and winter seasons. The majority of gray seal samples (64%) were obtained from the southern region, whereas the majority of harbor seal samples (71%) came from the Gulf of Maine region (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref> and <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>Seasonal distribution of harbor and gray seal stomach samples obtained from bycatch events in NEUS commercial fisheries, 2004&#x2013;2018: <bold>(A)</bold> winter, <bold>(B)</bold> spring, <bold>(C)</bold> summer, <bold>(D)</bold> fall (see <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref> for additional details).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-05-1377673-g001.tif"/>
</fig>
</sec>
<sec id="s3_2">
<title>Diet composition, diversity, important prey, and trophic overlap</title>
<p>From 2004 to 2018, 31 prey species plus another 9 unidentified taxonomic groups were identified from otoliths and squid beaks, representing at least three prey trophic groups (benthivores, planktivores, and piscivores) in the diet of Northwest Atlantic harbor and gray seals (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Species accumulation curves showed diet richness leveling off for both harbor and gray seals at ~90 stomach samples (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S3</bold>
</xref>). Benthivorous prey occurred more frequently in gray seal stomachs, and the only planktivorous/piscivorous prey (Acadian redfish; <italic>Sebastes fasciatus</italic>) was rarely found in gray seal stomachs (<italic>&#x3c7;</italic>
<sup>2</sup> = 88.71; <italic>P</italic> = 0.000; <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). However, the number of prey species and trophic groups present in individual stomach samples was not affected by seal species (prey: <italic>&#x3c7;</italic>
<sup>2</sup> = 10.29; <italic>P</italic> = 0.24, trophic groups: <italic>&#x3c7;</italic>
<sup>2</sup> = 9.32; <italic>P</italic> = 0.05).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Diet composition of harbor (<italic>Phoca vitulina</italic>) and gray (<italic>Haliochoerus grypus</italic>) seals collected from observed incidental bycatch events in NEUS Gulf of Maine, Georges Bank, and Southern New England gillnet and bottom trawl fisheries (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>) between 2004 and 2018 (<italic>n</italic>, number of stomach samples; kg, kilograms; g, grams; cm, centimeters; s, standard deviation; mni, minimum number of individuals; unk, unknown).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left"/>
<th valign="top" align="center"/>
<th valign="top" colspan="5" align="center">Harbor seal (<italic>n</italic> = 144)</th>
<th valign="top" colspan="5" align="center">Gray seal (<italic>n</italic> = 143)</th>
</tr>
<tr>
<th valign="top" align="left">Trophic group</th>
<th valign="top" align="left">Prey</th>
<th valign="top" align="left">Frequency of occurrence (PO%)</th>
<th valign="top" align="left">Numerical abundance (PN%)</th>
<th valign="top" align="left">Biomass<break/>kg (PB%)</th>
<th valign="top" align="left">Mean length<sup>&#x2020;</sup> (cm, s)</th>
<th valign="top" align="left">Mean weight<sup>&#x2020;</sup>
<break/>(g, s)</th>
<th valign="top" align="left">Frequency of occurrence (PO%)</th>
<th valign="top" align="left">Numerical abundance<break/>(PN%)</th>
<th valign="top" align="left">Biomass<break/>kg<break/>(PB%)</th>
<th valign="top" align="left">Mean length<sup>&#x2020;</sup> (cm, s)</th>
<th valign="top" align="left">Mean weight<sup>&#x2020;</sup>
<break/>(g, s)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="center" style="background-color:#d9e2f3">Planktivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Sand lance</td>
<td valign="top" align="right">1<break/>(0.7)</td>
<td valign="top" align="right">2<break/>(0.1)</td>
<td valign="top" align="right">0.04<break/>(0.02)</td>
<td valign="top" align="right">18.66<break/>(1.12)</td>
<td valign="top" align="right">20.93<break/>(2.19)</td>
<td valign="top" align="right">14<break/>(7.9)</td>
<td valign="top" align="right" style="background-color:#deeaf6">152<break/>(7.1)</td>
<td valign="top" align="right">1.93<break/>(0.73)</td>
<td valign="top" align="right">13.55<break/>(4.64)</td>
<td valign="top" align="right">12.85<break/>(7.56)</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#d9e2f3">Planktivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Silver hake (&#x2264;20 cm)</td>
<td valign="top" align="right">18<break/>(12.2)</td>
<td valign="top" align="right" style="background-color:#deeaf6">302<break/>(10.0)</td>
<td valign="top" align="right">11.19<break/>(4.16)</td>
<td valign="top" align="right">16.21<break/>(2.82)</td>
<td valign="top" align="right">29.37<break/>(11.93)</td>
<td valign="top" align="right">18<break/>(10.1)</td>
<td valign="top" align="right" style="background-color:#deeaf6">65<break/>(3.0)</td>
<td valign="top" align="right">1.25<break/>(0.48)</td>
<td valign="top" align="right">13.30<break/>(4.54)</td>
<td valign="top" align="right">18.36 (17.00)</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#d9e2f3">Planktivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">White hake (21&#x2013;40 cm)</td>
<td valign="top" align="right">27<break/>(18.2)</td>
<td valign="top" align="right" style="background-color:#deeaf6">94<break/>(3.1)</td>
<td valign="top" align="right">11.19<break/>(4.17)</td>
<td valign="top" align="right">25.59<break/>(3.78)</td>
<td valign="top" align="right">129.61<break/>(66.49)</td>
<td valign="top" align="right">37<break/>(20.8)</td>
<td valign="top" align="right" style="background-color:#deeaf6">94<break/>(4.4)</td>
<td valign="top" align="right">16.92<break/>(6.43)</td>
<td valign="top" align="right">29.36<break/>(4.25)</td>
<td valign="top" align="right">173.25<break/>(84.01)</td>
</tr>
<tr>
<td valign="top" align="center">Planktivore</td>
<td valign="top" align="left">Pollock (21&#x2013;50 cm)</td>
<td valign="top" align="right">2<break/>(1.3)</td>
<td valign="top" align="right">4<break/>(0.1)</td>
<td valign="top" align="right">1.35<break/>(0.50)</td>
<td valign="top" align="right">27.24<break/>(7.18)</td>
<td valign="top" align="right">255.07<break/>(181.00)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#d9e2f3">Planktivore/piscivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Redfish</td>
<td valign="top" align="right">48<break/>(32.4)</td>
<td valign="top" align="right" style="background-color:#deeaf6">539<break/>(17.9)</td>
<td valign="top" align="right">10.71<break/>(3.99)</td>
<td valign="top" align="right">10.04<break/>(3.57)</td>
<td valign="top" align="right">19.65<break/>(19.65)</td>
<td valign="top" align="right">2<break/>(1.1)</td>
<td valign="top" align="right">5<break/>(0.2)</td>
<td valign="top" align="right">0.26<break/>(0.09)</td>
<td valign="top" align="right">15.23<break/>(0.02)</td>
<td valign="top" align="right">51.01<break/>(0.19)</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#d9e2f3">Planktivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Butterfish</td>
<td valign="top" align="right">14<break/>(9.4)</td>
<td valign="top" align="right" style="background-color:#deeaf6">42<break/>(1.4)</td>
<td valign="top" align="right">0.97<break/>(0.36)</td>
<td valign="top" align="right">10.33<break/>(2.25)</td>
<td valign="top" align="right">24.97<break/>(13.78)</td>
<td valign="top" align="right">1<break/>(0.6)</td>
<td valign="top" align="right">1<break/>(&lt;0.1)</td>
<td valign="top" align="right">0.01<break/>(0.00)</td>
<td valign="top" align="right">9.27<break/>(.)</td>
<td valign="top" align="right">12.90<break/>(.)</td>
</tr>
<tr>
<td valign="top" align="center">Planktivore</td>
<td valign="top" align="left">Alewife</td>
<td valign="top" align="right">5<break/>(3.4)</td>
<td valign="top" align="right">7<break/>(0.2)</td>
<td valign="top" align="right">0.32<break/>(0.12)</td>
<td valign="top" align="right">15.57<break/>(4.10)</td>
<td valign="top" align="right">47.16<break/>(42.93)</td>
<td valign="top" align="right">1<break/>(0.6)</td>
<td valign="top" align="right">1<break/>(&lt;0.1)</td>
<td valign="top" align="right">0.03<break/>(0.01)</td>
<td valign="top" align="right">15.13<break/>(.)</td>
<td valign="top" align="right">32.92<break/>(.)</td>
</tr>
<tr>
<td valign="top" align="center">Planktivore</td>
<td valign="top" align="left">Blueback herring</td>
<td valign="top" align="right">4<break/>(2.7)</td>
<td valign="top" align="right">14<break/>(0.5)</td>
<td valign="top" align="right">1.37<break/>(0.51)</td>
<td valign="top" align="right">20.67<break/>(3.46)</td>
<td valign="top" align="right">99.79<break/>(50.50)</td>
<td valign="top" align="right">2<break/>(1.1)</td>
<td valign="top" align="right">2<break/>(0.1)</td>
<td valign="top" align="right">0.10<break/>(0.04)</td>
<td valign="top" align="right">16.14<break/>(4.93)</td>
<td valign="top" align="right">47.93<break/>(41.47)</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#d9e2f3">Planktivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Atlantic herring</td>
<td valign="top" align="right">23<break/>(15.5)</td>
<td valign="top" align="right" style="background-color:#deeaf6">62<break/>(2.1)</td>
<td valign="top" align="right">6.33<break/>(2.36)</td>
<td valign="top" align="right">22.02<break/>(4.35)</td>
<td valign="top" align="right">103.77<break/>(47.40)</td>
<td valign="top" align="right">3<break/>(1.7)</td>
<td valign="top" align="right">3<break/>(0.1)</td>
<td valign="top" align="right">0.31<break/>(0.12)</td>
<td valign="top" align="right">22.74<break/>(4.84)</td>
<td valign="top" align="right">104.38<break/>(63.49)</td>
</tr>
<tr>
<td valign="top" align="center">Planktivore</td>
<td valign="top" align="left">Atlantic mackerel</td>
<td valign="top" align="right">5<break/>(3.4)</td>
<td valign="top" align="right">12<break/>(0.4)</td>
<td valign="top" align="right">1.63<break/>(0.61)</td>
<td valign="top" align="right">23.37<break/>(4.14)</td>
<td valign="top" align="right">133.69<break/>(79.51)</td>
<td valign="top" align="right">1<break/>(0.6)</td>
<td valign="top" align="right">1<break/>(&lt;0.1)</td>
<td valign="top" align="right">0.13<break/>(0.05)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="center">Planktivore</td>
<td valign="top" align="left">Clupeidae</td>
<td valign="top" align="right">3<break/>(2.0)</td>
<td valign="top" align="right">8<break/>(0.3)</td>
<td valign="top" align="right">0.50<break/>(0.19)</td>
<td valign="top" align="right">13.38<break/>(.40)</td>
<td valign="top" align="right">21.36<break/>(1.92)</td>
<td valign="top" align="right">1<break/>(0.6)</td>
<td valign="top" align="right">1<break/>(&lt;0.1)</td>
<td valign="top" align="right">0.10<break/>(0.04)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="center">Planktivore/benthivore</td>
<td valign="top" align="left">Gadid spp. (cod, haddock, pollock)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">5<break/>(2.8)</td>
<td valign="top" align="right">17<break/>(0.8)</td>
<td valign="top" align="right">0.34<break/>(0.13)</td>
<td valign="top" align="right">4.45<break/>(0.65)</td>
<td valign="top" align="right">0.78<break/>(0.43)</td>
</tr>
<tr>
<td valign="top" align="center">Planktivore/benthivore</td>
<td valign="top" align="left" style="background-color:#deeaf6">
<italic>Urophycis</italic> spp.</td>
<td valign="top" align="right">11<break/>(7.4)</td>
<td valign="top" align="right" style="background-color:#deeaf6">97<break/>(3.2)</td>
<td valign="top" align="right">13.10<break/>(4.87)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">13<break/>(7.3)</td>
<td valign="top" align="right" style="background-color:#deeaf6">120<break/>(5.6)</td>
<td valign="top" align="right">10.57<break/>(4.02)</td>
<td valign="top" align="right">20.78<break/>(4.64)</td>
<td valign="top" align="right">58.64<break/>(37.19)</td>
</tr>
<tr>
<td valign="top" align="center" style="background-color:#deeaf6">Benthivore</td>
<td valign="top" align="left" style="background-color:#deeaf6">Gulf stream flounder</td>
<td valign="top" align="right">15<break/>(10.1)</td>
<td valign="top" align="right" style="background-color:#deeaf6">109<break/>(3.6)</td>
<td valign="top" align="right">0.31<break/>(0.12)</td>
<td valign="top" align="right">9.41<break/>(2.56)</td>
<td valign="top" align="right">2.93<break/>(5.44)</td>
<td valign="top" align="right">42<break/>(23.6)</td>
<td valign="top" align="right" style="background-color:#deeaf6">226<break/>(10.55)</td>
<td valign="top" align="right">0.69<break/>(0.26)</td>
<td valign="top" align="right">9.98<break/>(2.16)</td>
<td valign="top" align="right">3.09<break/>(1.75)</td>
</tr>
<tr>
<td valign="top" align="center">Benthivore</td>
<td valign="top" align="left">Smallmouth flounder</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">3<break/>(1.7)</td>
<td valign="top" align="right">5<break/>(0.2)</td>
<td valign="top" align="right">0.03<break/>(0.01)</td>
<td valign="top" align="right">12.42<break/>(1.90)</td>
<td valign="top" align="right">5.88<break/>(3.17)</td>
</tr>
<tr>
<td valign="top" align="center">Benthivore</td>
<td valign="top" align="left">Flatfish spp.</td>
<td valign="top" align="right">3<break/>(2.0)</td>
<td valign="top" align="right">1<break/>(&lt;0.1)</td>
<td valign="top" align="right">&lt;0.01<break/>(0.00)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">14<break/>(7.9)</td>
<td valign="top" align="right" style="background-color:#deeaf6">29<break/>(1.3)</td>
<td valign="top" align="right">5.14<break/>(1.95)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Gulf stream/smallmouth</td>
<td valign="top" align="right">1<break/>(0.7)</td>
<td valign="top" align="right">11<break/>(0.4)</td>
<td valign="top" align="right">0.01<break/>(0.00)</td>
<td valign="top" align="right">6.34<break/>(1.48)</td>
<td valign="top" align="right">0.66<break/>(0.49)</td>
<td valign="top" align="right">1<break/>(0.6)</td>
<td valign="top" align="right">3<break/>(0.1)</td>
<td valign="top" align="right">0.01<break/>(0.00)</td>
<td valign="top" align="right">8.16<break/>(4.23)</td>
<td valign="top" align="right">2.22<break/>(2.21)</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3">Benthivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Red hake (&#x2264;40 cm)</td>
<td valign="top" align="right">54<break/>(36.5)</td>
<td valign="top" align="right" style="background-color:#deeaf6">258<break/>(8.6)</td>
<td valign="top" align="right">25.83<break/>(9.62)</td>
<td valign="top" align="right">23.59<break/>(5.37)</td>
<td valign="top" align="right">95.15<break/>(58.97)</td>
<td valign="top" align="right">82<break/>(46.1)</td>
<td valign="top" align="right" style="background-color:#deeaf6">704<break/>(32.8)</td>
<td valign="top" align="right">78.05<break/>(29.67)</td>
<td valign="top" align="right">25.98<break/>(4.31)</td>
<td valign="top" align="right">110.80<break/>(53.31)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">White hake (&#x2264;20 cm)</td>
<td valign="top" align="right">3<break/>(2.0)</td>
<td valign="top" align="right">6<break/>(0.2)</td>
<td valign="top" align="right">0.32<break/>(0.12)</td>
<td valign="top" align="right">17.33<break/>(2.29)</td>
<td valign="top" align="right">36.73<break/>(12.34)</td>
<td valign="top" align="right">3<break/>(1.68)</td>
<td valign="top" align="right">3<break/>(0.14)</td>
<td valign="top" align="right">0.08<break/>(0.03)</td>
<td valign="top" align="right">16.37<break/>(3.90)</td>
<td valign="top" align="right">26.68<break/>(17.15)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Pollock (&#x2264;20 cm)</td>
<td valign="top" align="right">3<break/>(2.0)</td>
<td valign="top" align="right">9<break/>(0.3)</td>
<td valign="top" align="right">0.58<break/>(0.22)</td>
<td valign="top" align="right">17.60<break/>(2.58)</td>
<td valign="top" align="right">58.13<break/>(22.36)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3">Benthivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Yellowtail flounder</td>
<td valign="top" align="right">1<break/>(0.7)</td>
<td valign="top" align="right">1<break/>(&lt;0.1)</td>
<td valign="top" align="right">&lt;0.01<break/>(0.00)</td>
<td valign="top" align="right">7.51<break/>(.)</td>
<td valign="top" align="right">2.78<break/>(.)</td>
<td valign="top" align="right">28<break/>(15.7)</td>
<td valign="top" align="right" style="background-color:#deeaf6">61<break/>(2.8)</td>
<td valign="top" align="right">12.19<break/>(4.63)</td>
<td valign="top" align="right">26.52<break/>(7.51)</td>
<td valign="top" align="right">202.82<break/>(156.35)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">American plaice</td>
<td valign="top" align="right">2<break/>(1.3)</td>
<td valign="top" align="right">2<break/>(0.1)</td>
<td valign="top" align="right">0.02<break/>(0.01)</td>
<td valign="top" align="right">10.49<break/>(4.10)</td>
<td valign="top" align="right">8.50<break/>(8.83)</td>
<td valign="top" align="right">9<break/>(5.1)</td>
<td valign="top" align="right">14<break/>(0.6)</td>
<td valign="top" align="right">2.94<break/>(1.12)</td>
<td valign="top" align="right">26.59<break/>(7.27)</td>
<td valign="top" align="right">181.16<break/>(149.21)</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3">Benthivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Atlantic cod (&lt;50&#xa0;cm)</td>
<td valign="top" align="right">23<break/>(15.5)</td>
<td valign="top" align="right" style="background-color:#deeaf6">47<break/>(1.6)</td>
<td valign="top" align="right">6.10<break/>(2.27)</td>
<td valign="top" align="right">21.24<break/>(7.07)</td>
<td valign="top" align="right">121.61<break/>(129.13)</td>
<td valign="top" align="right">9<break/>(5.1)</td>
<td valign="top" align="right">13<break/>(0.6)</td>
<td valign="top" align="right">3.41<break/>(1.30)</td>
<td valign="top" align="right">22.70<break/>(13.19)</td>
<td valign="top" align="right">247.22<break/>(523.30)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Ocean pout</td>
<td valign="top" align="right">3<break/>(2.0)</td>
<td valign="top" align="right">3<break/>(0.1)</td>
<td valign="top" align="right">0.10<break/>(0.04)</td>
<td valign="top" align="right">21.15<break/>(2.50)</td>
<td valign="top" align="right">33.44<break/>(11.84)</td>
<td valign="top" align="right">9<break/>(5.0)</td>
<td valign="top" align="right">13<break/>(0.6)</td>
<td valign="top" align="right">1.55<break/>(0.59)</td>
<td valign="top" align="right">30.00<break/>(3.68)</td>
<td valign="top" align="right">110.23<break/>(53.30)</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3">Benthivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Haddock (&lt;80&#xa0;cm)</td>
<td valign="top" align="right">9<break/>(6.1)</td>
<td valign="top" align="right" style="background-color:#deeaf6">115<break/>(3.8)</td>
<td valign="top" align="right">3.46<break/>(1.29)</td>
<td valign="top" align="right">14.11<break/>(3.40)</td>
<td valign="top" align="right">31.15<break/>(32.92)</td>
<td valign="top" align="right">9<break/>(5.0)</td>
<td valign="top" align="right" style="background-color:#deeaf6">21<break/>(1.0)</td>
<td valign="top" align="right">8.68<break/>(3.30)</td>
<td valign="top" align="right">26.17<break/>(13.41)</td>
<td valign="top" align="right">331.54<break/>(487.54)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Cunner</td>
<td valign="top" align="right">3<break/>(2.0)</td>
<td valign="top" align="right">3<break/>(0.1)</td>
<td valign="top" align="right">0.05<break/>(0.02)</td>
<td valign="top" align="right">11.25<break/>(4.04)</td>
<td valign="top" align="right">17.25<break/>(17.19)</td>
<td valign="top" align="right">3<break/>(1.7)</td>
<td valign="top" align="right">4<break/>(0.2)</td>
<td valign="top" align="right">0.74<break/>(0.28)</td>
<td valign="top" align="right">24.13<break/>(2.07)</td>
<td valign="top" align="right">184.47<break/>(56.83)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Scup</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">4<break/>(2.2)</td>
<td valign="top" align="right">17<break/>(0.8)</td>
<td valign="top" align="right">5.40<break/>(2.05)</td>
<td valign="top" align="right">23.61<break/>(2.61)</td>
<td valign="top" align="right">327.02<break/>(98.53)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Winter flounder</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">11<break/>(6.2)</td>
<td valign="top" align="right">13<break/>(0.6)</td>
<td valign="top" align="right">7.41<break/>(2.82)</td>
<td valign="top" align="right">33.56<break/>(8.88)</td>
<td valign="top" align="right">540.49<break/>(295.70)</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#deeaf6">Benthivore</td>
<td valign="top" align="left" style="background-color:#deeaf6">Windowpane flounder</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">7<break/>(3.9)</td>
<td valign="top" align="right" style="background-color:#deeaf6">30<break/>(1.4)</td>
<td valign="top" align="right">1.24<break/>(0.47)</td>
<td valign="top" align="right">13.68<break/>(4.87)</td>
<td valign="top" align="right">41.43<break/>(39.95)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Fawn cusk-eel</td>
<td valign="top" align="right">2<break/>(1.3)</td>
<td valign="top" align="right">4<break/>(0.1)</td>
<td valign="top" align="right">0.01<break/>(0.00)</td>
<td valign="top" align="right">9.94<break/>(5.32)</td>
<td valign="top" align="right">3.26<break/>(4.66)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3">Benthivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Cusk-eel</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">13<break/>(7.3)</td>
<td valign="top" align="right" style="background-color:#deeaf6">26<break/>(1.2)</td>
<td valign="top" align="right">0.32<break/>(0.12)</td>
<td valign="top" align="right">17.00<break/>(3.65)</td>
<td valign="top" align="right">12.01<break/>(7.01)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Tautog</td>
<td valign="top" align="right">3<break/>(2.0)</td>
<td valign="top" align="right">3<break/>(0.1)</td>
<td valign="top" align="right">0.40<break/>(0.15)</td>
<td valign="top" align="right">17.78<break/>(5.40)</td>
<td valign="top" align="right">132.41<break/>(118.92)</td>
<td valign="top" align="right">4<break/>(2.2)</td>
<td valign="top" align="right">4<break/>(0.2)</td>
<td valign="top" align="right">0.64<break/>(0.24)</td>
<td valign="top" align="right">19.42<break/>(4.27)</td>
<td valign="top" align="right">160.64<break/>(94.75)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Spotted hake</td>
<td valign="top" align="right">1<break/>(0.7)</td>
<td valign="top" align="right">3<break/>(0.1)</td>
<td valign="top" align="right">0.25<break/>(0.09)</td>
<td valign="top" align="right">21.70<break/>(2.31)</td>
<td valign="top" align="right">81.93<break/>(25.31)</td>
<td valign="top" align="right">4<break/>(2.2)</td>
<td valign="top" align="right">10<break/>(0.5)</td>
<td valign="top" align="right">0.76<break/>(0.29)</td>
<td valign="top" align="right">21.05<break/>(2.68)</td>
<td valign="top" align="right">76.10<break/>(26.56)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Fourbeard rockling</td>
<td valign="top" align="right">3<break/>(2.0)</td>
<td valign="top" align="right">4<break/>(0.1)</td>
<td valign="top" align="right">0.05<break/>(0.02)</td>
<td valign="top" align="right">20.67<break/>(1.96)</td>
<td valign="top" align="right">12.04<break/>(3.79)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Snakeblenny</td>
<td valign="top" align="right">2<break/>(1.3)</td>
<td valign="top" align="right">2<break/>(0.1)</td>
<td valign="top" align="right">0.04<break/>(0.01)</td>
<td valign="top" align="right">26.41<break/>(0.94)</td>
<td valign="top" align="right">19.05<break/>(1.66)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Wrymouth</td>
<td valign="top" align="right">4<break/>(2.7)</td>
<td valign="top" align="right">5<break/>(0.2)</td>
<td valign="top" align="right">0.50<break/>(0.19)</td>
<td valign="top" align="right">29.26<break/>(3.62)</td>
<td valign="top" align="right">100.37<break/>(42.67)</td>
<td valign="top" align="right">2<break/>(1.1)</td>
<td valign="top" align="right">3<break/>(0.1)</td>
<td valign="top" align="right">0.16<break/>(0.06)</td>
<td valign="top" align="right">24.54<break/>(2.80)</td>
<td valign="top" align="right">54.93<break/>(19.25)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore</td>
<td valign="top" align="left">Eel spp.</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">1<break/>(0.6)</td>
<td valign="top" align="right">1<break/>(&lt;0.1)</td>
<td valign="top" align="right">0.01<break/>(0.00)</td>
<td valign="top" align="right">18.19<break/>(.)</td>
<td valign="top" align="right">(.)<break/>(.)</td>
</tr>
<tr>
<td valign="top" align="left">Benthivore/piscivore</td>
<td valign="top" align="left">Weakfish</td>
<td valign="top" align="right">2<break/>(1.3)</td>
<td valign="top" align="right">2<break/>(0.1)</td>
<td valign="top" align="right">0.32<break/>(0.12)</td>
<td valign="top" align="right">22.47<break/>(12.76)</td>
<td valign="top" align="right">160.62<break/>(193.21)</td>
<td valign="top" align="right">1<break/>(0.6)</td>
<td valign="top" align="right">2<break/>(0.1)</td>
<td valign="top" align="right">0.26<break/>(0.10)</td>
<td valign="top" align="right">23.92<break/>(.)</td>
<td valign="top" align="right">131.84<break/>(.)</td>
</tr>
<tr>
<td valign="top" align="left">Piscivore/benthivore</td>
<td valign="top" align="left">Conger eel</td>
<td valign="top" align="right">1<break/>(0.7)</td>
<td valign="top" align="right">3<break/>(0.1)</td>
<td valign="top" align="right">6.76<break/>(2.52)</td>
<td valign="top" align="right">104.70<break/>(.)</td>
<td valign="top" align="right">(3,378.67)<break/>(.)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3">Piscivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Silver hake (&gt;20&#xa0;cm)</td>
<td valign="top" align="right">91<break/>(61.5)</td>
<td valign="top" align="right" style="background-color:#deeaf6">892<break/>(29.7)</td>
<td valign="top" align="right">95.93<break/>(27.11)</td>
<td valign="top" align="right">24.72<break/>(4.02)</td>
<td valign="top" align="right">107.36<break/>(64.95)</td>
<td valign="top" align="right">55<break/>(30.9)</td>
<td valign="top" align="right" style="background-color:#deeaf6">303<break/>(14.1)</td>
<td valign="top" align="right">37.47<break/>(14.25)</td>
<td valign="top" align="right">26.35<break/>(4.35)</td>
<td valign="top" align="right">123.56<break/>(75.21)</td>
</tr>
<tr>
<td valign="top" align="left">Piscivore</td>
<td valign="top" align="left">Red hake (&gt;40&#xa0;cm)</td>
<td valign="top" align="right">2<break/>(1.3)</td>
<td valign="top" align="right">2<break/>(0.1)</td>
<td valign="top" align="right">0.86<break/>(0.10)</td>
<td valign="top" align="right">41.34<break/>(0.81)</td>
<td valign="top" align="right">448.88<break/>(26.67)</td>
<td valign="top" align="right">1<break/>(0.6)</td>
<td valign="top" align="right">1<break/>(&lt;0.1)</td>
<td valign="top" align="right">0.43<break/>(0.16)</td>
<td valign="top" align="right">41.34<break/>(.)</td>
<td valign="top" align="right">429.88<break/>(.)</td>
</tr>
<tr>
<td valign="top" align="left">Piscivore</td>
<td valign="top" align="left">White hake (&gt;40&#xa0;cm)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">3<break/>(1.7)</td>
<td valign="top" align="right">5<break/>(0.2)</td>
<td valign="top" align="right">8.22<break/>(3.13)</td>
<td valign="top" align="right">53.99<break/>(13.70)</td>
<td valign="top" align="right">1,434.5<break/>(1,213.8)</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#d9e2f3">Piscivore</td>
<td valign="top" align="left" style="background-color:#d9e2f3">Fourspot flounder</td>
<td valign="top" align="right">2<break/>(1.3)</td>
<td valign="top" align="right">3<break/>(0.1)</td>
<td valign="top" align="right">0.34<break/>(0.13)</td>
<td valign="top" align="right">20.92<break/>(11.76)</td>
<td valign="top" align="right">111.98<break/>(165.68)</td>
<td valign="top" align="right">37<break/>(20.8)</td>
<td valign="top" align="right" style="background-color:#deeaf6">91<break/>(4.2)</td>
<td valign="top" align="right">37.40<break/>(14.22)</td>
<td valign="top" align="right">35.92<break/>(8.08)</td>
<td valign="top" align="right">425.63<break/>(276.38)</td>
</tr>
<tr>
<td valign="top" align="left">Piscivore</td>
<td valign="top" align="left">Summer flounder</td>
<td valign="top" align="right">1<break/>(0.7)</td>
<td valign="top" align="right">4<break/>(0.1)</td>
<td valign="top" align="right">0.20<break/>(0.08)</td>
<td valign="top" align="right">18.10<break/>(2.61)</td>
<td valign="top" align="right">50.92<break/>(21.96)</td>
<td valign="top" align="right">6<break/>(3.4)</td>
<td valign="top" align="right">16<break/>(0.7)</td>
<td valign="top" align="right">6.76<break/>(2.57)</td>
<td valign="top" align="right">33.75<break/>(9.30)</td>
<td valign="top" align="right">451.46<break/>(327.08)</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#deeaf6">Piscivore</td>
<td valign="top" align="left" style="background-color:#deeaf6">
<italic>Illex</italic> squid</td>
<td valign="top" align="right">25<break/>(16.9)</td>
<td valign="top" align="right" style="background-color:#deeaf6">87<break/>(2.9)</td>
<td valign="top" align="right">12.44<break/>(5.27)</td>
<td valign="top" align="right">19.60<sup>*</sup>
<break/>(32.00)</td>
<td valign="top" align="right">143.00<sup>*</sup>
<break/>(70.00)</td>
<td valign="top" align="right">2<break/>(1.1)</td>
<td valign="top" align="right">15<break/>(0.7)</td>
<td valign="top" align="right">2.15<break/>(0.82)</td>
<td valign="top" align="right">19.60<sup>*</sup>
<break/>(32.00)</td>
<td valign="top" align="right">143.00<sup>*</sup>
<break/>(70.00)</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#deeaf6">Piscivore</td>
<td valign="top" align="left" style="background-color:#deeaf6">
<italic>Loligo</italic> squid</td>
<td valign="top" align="right">18<break/>(12.2)</td>
<td valign="top" align="right" style="background-color:#deeaf6">154<break/>(5.1)</td>
<td valign="top" align="right">38.96<break/>(14.56)</td>
<td valign="top" align="right">23.20<sup>*</sup>
<break/>(8.40)</td>
<td valign="top" align="right">259.00<sup>*</sup>
<break/>(180.00)</td>
<td valign="top" align="right">13<break/>(7.3)</td>
<td valign="top" align="right" style="background-color:#deeaf6">30<break/>(1.4)</td>
<td valign="top" align="right">6.81<break/>(2.59)</td>
<td valign="top" align="right">20.10<sup>**</sup>
<break/>(6.18)</td>
<td valign="top" align="right">227.00<sup>**</sup>
<break/>(&#x2013;)</td>
</tr>
<tr>
<td valign="top" align="left" style="background-color:#deeaf6">Piscivore</td>
<td valign="top" align="left" style="background-color:#deeaf6">Squid spp.</td>
<td valign="top" align="right">14<break/>(9.4)</td>
<td valign="top" align="right" style="background-color:#deeaf6">78<break/>(2.6)</td>
<td valign="top" align="right">13.87<break/>(4.47)</td>
<td valign="top" align="right">19.8<sup>*</sup>
<break/>(&#x2013;)</td>
<td valign="top" align="right">174.00<sup>*</sup>
<break/>(&#x2013;)</td>
<td valign="top" align="right">3<break/>(1.7)</td>
<td valign="top" align="right">5<break/>(0.2)</td>
<td valign="top" align="right">0.87<break/>(0.33)</td>
<td valign="top" align="right">19.8<sup>*</sup>
<break/>(&#x2013;)</td>
<td valign="top" align="right">174.00<sup>*</sup>
<break/>(&#x2013;)</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="left">Unidentifiable spp.</td>
<td valign="top" align="right">10<break/>(6.7)</td>
<td valign="top" align="right">14<break/>(0.5)</td>
<td valign="top" align="right">2.24<break/>(0.83)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">7<break/>(3.9)</td>
<td valign="top" align="right">12<break/>(0.6)</td>
<td valign="top" align="right">1.24<break/>(0.47)</td>
<td valign="top" align="right">&#x2013;</td>
<td valign="top" align="right">&#x2013;</td>
</tr>
<tr>
<td valign="top" align="left">Planktivore/benthivore</td>
<td valign="top" align="left">Elasmobranch spp.</td>
<td valign="top" align="right">2<break/>(1.34)</td>
<td valign="top" align="right">Unk</td>
<td valign="top" align="right">Unk</td>
<td valign="top" align="right">Unk</td>
<td valign="top" align="right">Unk</td>
<td valign="top" align="right">17<break/>(9.24)</td>
<td valign="top" align="right">Unk</td>
<td valign="top" align="right">Unk</td>
<td valign="top" align="right">Unk</td>
<td valign="top" align="right">Unk</td>
</tr>
<tr>
<td valign="top" rowspan="3" colspan="2" align="left"/>
<td valign="top" align="right">Total MNI</td>
<td valign="top" align="right">3,007</td>
<td valign="top" align="right">268.67</td>
<td valign="top" align="right">17.12<break/>(7.63)</td>
<td valign="top" align="right">59.27<break/>(66.86)</td>
<td valign="top" align="right">Total MNI</td>
<td valign="top" align="right">2,142</td>
<td valign="top" align="right">263.03</td>
<td valign="top" align="right">22.64<break/>(9.11)</td>
<td valign="top" align="right">120.99<break/>(185.96)</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#fff2cc">Richness&#x2014;<italic>S<sup>***</sup>
</italic>
</td>
<td valign="top" align="right" style="background-color:#fff2cc">30</td>
<td valign="top" align="right"/>
<td valign="top" align="right"/>
<td valign="top" align="right"/>
<td valign="middle" align="left" style="background-color:#fff2cc">Richness&#x2014;<italic>S<sup>***</sup>
</italic>
</td>
<td valign="top" align="right" style="background-color:#fff2cc">31</td>
<td valign="top" align="right"/>
<td valign="top" align="right"/>
<td valign="top" align="right"/>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#fff2cc">Diversity <italic>H&#x2032;</italic>
</td>
<td valign="top" align="right" style="background-color:#fff2cc">0.65</td>
<td valign="top" align="right"/>
<td valign="top" align="right"/>
<td valign="top" align="right"/>
<td valign="middle" align="left" style="background-color:#fff2cc">Diversity <italic>H&#x2032;</italic>
</td>
<td valign="top" align="right" style="background-color:#fff2cc">0.66</td>
<td valign="top" align="right"/>
<td valign="top" align="right"/>
<td valign="top" align="right"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Percent frequency of occurrence (PO%), relative abundance (PN%), and biomass (PB%) consumed, mean prey size (cm), and weight (kg) are summarized by the trophic guild. Seal stomachs with no otoliths or squid beaks present were removed from the sample size (n). Prey highlighted in blue reflect numerical abundance &#x2265;1%.</p>
</fn>
<fn>
<p>
<sup>&#x1d7b;</sup>Mean length and weight calculations from measured otoliths (codes 1 and 2) only. Urophycis spp.&#x2014;silver hake length equation used for harbor seal; red hake length equation was used for gray seal diet; gadid spp.&#x2014;haddock length equation was used for gray seal diet&#x2014;see <xref ref-type="supplementary-material" rid="SM1">Supplementary Appendix 1</xref>.</p>
</fn>
<fn>
<p>
<sup>*</sup>Harbor seal&#x2014;Illex, Loligo, and squid spp. length and weight from <xref ref-type="bibr" rid="B143">Williams (1999)</xref>.</p>
</fn>
<fn>
<p>
<sup>**</sup>Gray seal&#x2014;Loligo squid length and weight from <xref ref-type="bibr" rid="B2">Ampela (2009)</xref>.</p>
</fn>
<fn>
<p>
<sup>**</sup>Gray seal&#x2014;Illex and squid spp. length and weight from <xref ref-type="bibr" rid="B143">Williams (1999)</xref>.</p>
</fn>
<fn>
<p>
<sup>***</sup>Excludes taxonomic groupings: Clupeidae, eel spp., flatfish spp., Gadidae spp., gulf stream/smallmouth spp., squid spp., Urophycis spp., Unidentifiable spp., and elasmobranch spp.; species with more than one size category were only counted once (i.e., silver hake, red hake, white hake, and pollock).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The frequency of occurrence among trophic groups present in harbor and gray seal stomach samples between 2004 and 2018. Block width (columns) reflects the frequency of occurrence by the seals and block height (rows) reflects the frequency of occurrence by guild. Pearson residual scale based on the chi-square test. Elasmobranch spp. and empty stomachs (i.e., stomachs with no otolith or squid beak remains) were removed.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-05-1377673-g002.tif"/>
</fig>
<p>The breadth of both seal diets was similar between harbor (<italic>H&#x2032;</italic> = 0.65) and gray seals (<italic>H&#x2032;</italic> = 0.66). Fourteen prey contributed to &gt;1% of prey abundance consumed by harbor seals. Two size categories of silver hake (<italic>Merluccius bilinearis</italic>; &#x2264;20 cm + &gt;20&#xa0;cm; 40% of prey abundance), redfish (18% of abundance), and &#x2264;40 cm red hake (<italic>Urophycis chuss</italic>; 9% of abundance) were the most abundant, frequently present, and collectively contributed to 45% of the biomass consumed by harbor seals. Fourteen prey also contributed to &gt;1% of prey abundance consumed by gray seals. Red hake (&#x2264;40 cm; 30% of prey abundance), two size categories of silver hake (&#x2264;20 cm + &gt;20&#xa0;cm; 17% of abundance), and gulf stream flounder (<italic>Citharichthys arctifrons</italic>: 11% of abundance) were the most abundant, frequently present, and collectively contributed to 45% of the biomass consumed by gray seals (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<p>Over the study period, the mean reconstructed harbor seal meal size (minimum number of individuals = 21) was significantly more than the reconstructed gray seal meal size (14; <italic>T</italic>
<sub>obs</sub> = 7, <italic>P</italic> = 0.003; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). However, among all the prey and their respective trophic groups consumed by both seal species, the mean prey size consumed by harbor seals was significantly smaller (18&#xa0;cm) than the prey consumed by gray seals (26&#xa0;cm; <italic>T</italic>
<sub>obs</sub> = &#x2212;8 cm; <italic>P</italic> = 0.000; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S4, S8A</bold>
</xref>). This was also true for individual prey biomass where mean harbor seal prey biomass (0.06&#xa0;kg) was significantly less than the mean individual prey biomass consumed by gray seals (0.15&#xa0;kg; <italic>T</italic>
<sub>obs</sub> = &#x2212;0.09 kg; <italic>P</italic> = 0.000; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S5</bold>
</xref>). Consequently, even though harbor seals consumed more individual prey, their mean meal size measured in mass (1.82&#xa0;kg) was similar to gray seals (1.84&#xa0;kg; <italic>T</italic>
<sub>obs</sub> = 0.02kg; <italic>P</italic> = 0.525; <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S6</bold>
</xref>). Although consumed elasmobranch species abundance and biomass could not be determined in this study, they occurred more frequently in gray seal diets compared with harbor seals (<italic>z</italic>-score = &#x2212;3.06; <italic>P</italic> = 0.001; <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Box plot distribution of meal size based on <bold>(A)</bold> the minimum number of individual prey (t_mni) and <bold>(B)</bold> the biomass of those individual prey (t_kgs) by seal species. Number of stomach samples = 138 and 121 for harbor and gray seals, respectively.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-05-1377673-g003.tif"/>
</fig>
<p>When sorted by importance, the most important prey consumed by harbor and gray seals were species that had iIMP &#x2265;2.6% (11 species) and 2.4% (10 species), respectively (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). Among these most important prey, approximately half of them overlapped between the two seals (<italic>C</italic> = 0.55). They included large (&gt;20&#xa0;cm) and small (&#x2264;20 cm) silver hake, (&#x2264; 40cm) red hake, gulf stream flounder, medium (21&#x2013;40 cm) white hake (<italic>Urophycis tenuis</italic>), and (&lt;50&#xa0;cm) Atlantic cod (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The other half of prey with high iIMP for harbor seals that did not overlap with high iIMP to gray seals were redfish (15.4%), Atlantic herring (<italic>Clupea harengus</italic>; 4.8%), longfin squid (<italic>Doryteuthis pealeii</italic>; 4.4%), and shortfin squid (<italic>Illex illecebrosus</italic>; 4.3%). These contrasted with yellowtail flounder (<italic>Limanda ferruginea</italic>; 5.4%), sand lance (<italic>Ammodytes</italic> spp.; 5.0%), <italic>Urophycis</italic> spp. (4.4%), and fourspot flounder (<italic>Hippoglossina oblonga</italic>; 3.9%) prey with high iIMP to gray seals that did not overlap with high iIMP prey to harbor seals (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Prey index of importance (iIMP) consumed by harbor (brown bars) and gray (blue bars) seals. Prey species are organized and shaded by trophic groups: benthivores (tan), piscivores (blue), and planktivores (green). Unshaded prey species or groups belong to more than one trophic group: redfish = planktivore/piscivore, <italic>Urophycis</italic> spp. and Unknown Gadidae = planktivore/benthivore, and unidentifiable spp. the trophic group is unknown. Prey species with no length category shown belong to only one trophic group regardless of their size, whereas prey species with a length category belong to more than one trophic group. The vertical dashed line marks the minimum iIMP that identifies important prey to the seals. Morisita index of diet overlap (<italic>C</italic>) between harbor and gray seals = 0.55.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-05-1377673-g004.tif"/>
</fig>
</sec>
<sec id="s3_3">
<title>Diet patterns by age, sex, time, and area</title>
<p>Diet overlap was highest in the southern region (<italic>C</italic> = 0.71) and in the winter season (<italic>C</italic> = 0.68) when young-of-the-year harbor and gray seals co-occur. Diet overlap was also high in the spring (<italic>C</italic> = 0.93), but the harbor seal sample size was limited. Diet overlap was lowest in the Gulf of Maine (<italic>C</italic> = 0.34) and in the summer season (<italic>C</italic> = 0.32) when young-of-the-year harbor and gray seals are the most segregated (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref> and <xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f5">
<bold>5</bold>
</xref>). Approximately half of the diet overlapped for young-of-the-year and both sexes. Weaned pups do not overlap in space and time, so their dietary overlap is low (<italic>C</italic> = 0.27; <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref> and <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Harbor seal adult and juvenile sample sizes were too small to make reliable comparisons to adult and juvenile gray seals. Several prey species were important to both seal species in the southern region. This contrasts with the Gulf of Maine where redfish and large silver hake were important prey to harbor seals in comparison to the importance of yellowtail flounder and sand lance to gray seals (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S7A</bold>
</xref>). Silver and red hakes were important to both seals across all seasons. Gulf stream flounder was important to both seal species during the winter and spring. Sand lance was important to gray seals, whereas redfish was most important to harbor seals during the summer and fall. Atlantic cod was important to both seals but mostly to harbor seals during the spring and both seal species during the summer. Yellowtail flounder was important only to gray seals mostly during the fall, and herring was important only to harbor seals year-round except for the summer season (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S7B</bold>
</xref>). The regional and seasonal patterns of important prey to harbor and gray seals applied to both sexes, pup, and young-of-the-year age classes. Sample sizes were too small to make meaningful comparisons for the adult and juvenile age classes (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S7C, D</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Morisita index (<italic>C</italic>) of trophic niche overlap between gray and harbor seals by season (winter=december-february, spring=march-may, summer=june-august, fall=september-november) and region (georges bank=gb, gulf of maine=gom, southern new england/mid-Atlantic=mab).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">Season</th>
<th valign="top" rowspan="2" align="center">Region</th>
<th valign="top" colspan="2" align="center">Gray seal</th>
<th valign="top" colspan="2" align="center">Harbor Seal</th>
<th valign="top" rowspan="2" align="center">
<italic>C</italic>&#xa0;</th>
</tr>
<tr>
<th valign="top" align="center">Prey Species</th>
<th valign="top" align="center">Samples</th>
<th valign="top" align="center">Prey Species</th>
<th valign="top" align="center">Samples</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="3" align="left">winter</td>
<td valign="top" align="center">gom</td>
<td valign="top" align="right">11</td>
<td valign="top" align="right">4</td>
<td valign="top" align="right">14</td>
<td valign="top" align="right">11</td>
<td valign="bottom" rowspan="3" align="center">0.68</td>
</tr>
<tr>
<td valign="top" align="center">mab</td>
<td valign="top" align="right">26</td>
<td valign="top" align="right">24</td>
<td valign="top" align="right">22</td>
<td valign="top" align="right">30</td>
</tr>
<tr>
<td valign="top" align="center">Winter Total</td>
<td valign="top" align="right"/>
<td valign="top" align="right">28</td>
<td valign="top" align="right"/>
<td valign="top" align="right">41</td>
</tr>
<tr>
<td valign="top" rowspan="4" align="left">spring</td>
<td valign="top" align="center">gb</td>
<td valign="top" align="right">9</td>
<td valign="top" align="right">3</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">0</td>
<td valign="bottom" rowspan="4" align="center">0.93</td>
</tr>
<tr>
<td valign="top" align="center">gom</td>
<td valign="top" align="right">18</td>
<td valign="top" align="right">14</td>
<td valign="top" align="right">6</td>
<td valign="top" align="right">2</td>
</tr>
<tr>
<td valign="top" align="center">mab</td>
<td valign="top" align="right">29</td>
<td valign="top" align="right">71</td>
<td valign="top" align="right">17</td>
<td valign="top" align="right">7</td>
</tr>
<tr>
<td valign="top" align="center">Spring Total</td>
<td valign="top" align="left"/>
<td valign="top" align="right">88</td>
<td valign="top" align="right"/>
<td valign="top" align="right">9</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">summer</td>
<td valign="top" align="center">gb</td>
<td valign="top" align="right">15</td>
<td valign="top" align="right">8</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">0</td>
<td valign="bottom" rowspan="3" align="center">0.32</td>
</tr>
<tr>
<td valign="top" align="center">gom</td>
<td valign="top" align="right">15</td>
<td valign="top" align="right">9</td>
<td valign="top" align="right">28</td>
<td valign="top" align="right">51</td>
</tr>
<tr>
<td valign="top" align="center">Summer Total</td>
<td valign="top" align="left"/>
<td valign="top" align="right">17</td>
<td valign="top" align="right"/>
<td valign="top" align="right">51</td>
</tr>
<tr>
<td valign="top" rowspan="4" align="left">fall</td>
<td valign="top" align="center">gb</td>
<td valign="top" align="right">1</td>
<td valign="top" align="right">1</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">0</td>
<td valign="bottom" rowspan="4" align="center">0.47</td>
</tr>
<tr>
<td valign="top" align="center">gom</td>
<td valign="top" align="right">16</td>
<td valign="top" align="right">9</td>
<td valign="top" align="right">20</td>
<td valign="top" align="right">42</td>
</tr>
<tr>
<td valign="top" align="center">mab</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">1</td>
<td valign="top" align="right">1</td>
</tr>
<tr>
<td valign="top" align="center">Fall Total</td>
<td valign="top" align="left"/>
<td valign="top" align="right">10</td>
<td valign="top" align="right">&#xa0;</td>
<td valign="top" align="right">43</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">Region<break/>Totals</td>
<td valign="top" align="center">gb</td>
<td valign="top" align="left"/>
<td valign="top" align="right">12</td>
<td valign="top" align="left"/>
<td valign="top" align="right">0</td>
<td valign="top" align="center">na</td>
</tr>
<tr>
<td valign="top" align="center">gom</td>
<td valign="top" align="left"/>
<td valign="top" align="right">36</td>
<td valign="top" align="left"/>
<td valign="top" align="right">106</td>
<td valign="top" align="center">0.34</td>
</tr>
<tr>
<td valign="top" align="center">mab</td>
<td valign="top" align="left"/>
<td valign="top" align="right">95</td>
<td valign="top" align="left"/>
<td valign="top" align="right">38</td>
<td valign="top" align="center">0.71</td>
</tr>
<tr>
<td valign="top" align="left">Grand<break/>Total</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="top" align="right">143</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="top" align="right">144</td>
<td valign="top" align="center">0.55</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Prey species = the number of prey species recovered from stomach samples; Samples = the number of stomach samples; na = not applicable.</p>
</table-wrap-foot>
</table-wrap>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Harbor and gray seal bycatch phenology. The infographic depicts when and where pup and young-of-the-year seals generally appear in bycatch given the opposite timing and location of their reproduction cycles and proximity to commercial fishing grounds. Harbor seals are born and weaned along the rocky coastline, ledges, and islands in the Gulf of Maine (purple) during the summer. Gray seals are born and weaned among the sandy islands and beaches of western Georges Bank and into Southern New England (brown) during the winter. Image credit: Ari Morese, <uri xlink:href="https://ariannamorese.wixsite.com/arimorese">https://ariannamorese.wixsite.com/arimorese</uri>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-05-1377673-g005.tif"/>
</fig>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Morisita index (<italic>C</italic>) of trophic niche overlap between gray and harbor seals by sex (UNK=unkown, F=female, M=male) and age (juv=juvenile, unk=unknown, yoy=young of year, adu=adult, pup &#x2264; 3 months old).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">Sex</th>
<th valign="top" rowspan="2" align="center">Age</th>
<th valign="top" colspan="2" align="center">Gray seal</th>
<th valign="top" colspan="2" align="center">Harbor Seal</th>
<th valign="top" rowspan="2" align="center">
<italic>C</italic>
</th>
</tr>
<tr>
<th valign="top" align="center">Prey Species</th>
<th valign="top" align="center">Samples</th>
<th valign="top" align="center">Prey Species</th>
<th valign="top" align="center">Samples</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="4" align="left">UNK</td>
<td valign="top" align="center">juv</td>
<td valign="top" align="right">6</td>
<td valign="top" align="right">1</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">0</td>
<td valign="bottom" rowspan="4" align="center">0.53</td>
</tr>
<tr>
<td valign="top" align="center">unk</td>
<td valign="top" align="right">2</td>
<td valign="top" align="right">1</td>
<td valign="top" align="right">8</td>
<td valign="top" align="right">5</td>
</tr>
<tr>
<td valign="top" align="center">yoy</td>
<td valign="top" align="right">4</td>
<td valign="top" align="right">1</td>
<td valign="top" align="right">1</td>
<td valign="top" align="right">1</td>
</tr>
<tr>
<td valign="top" align="center">UNK<break/>Total</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="top" align="right">3</td>
<td valign="top" align="right"/>
<td valign="top" align="right">6</td>
</tr>
<tr>
<td valign="top" rowspan="6" align="left">F</td>
<td valign="top" align="center">adu</td>
<td valign="top" align="right">3</td>
<td valign="top" align="right">2</td>
<td valign="top" align="right">2</td>
<td valign="top" align="right">1</td>
<td valign="bottom" rowspan="6" align="center">0.48</td>
</tr>
<tr>
<td valign="top" align="center">juv</td>
<td valign="top" align="right">5</td>
<td valign="top" align="right">1</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">0</td>
</tr>
<tr>
<td valign="top" align="center">pup</td>
<td valign="top" align="right">16</td>
<td valign="top" align="right">10</td>
<td valign="top" align="right">19</td>
<td valign="top" align="right">12</td>
</tr>
<tr>
<td valign="top" align="center">unk</td>
<td valign="top" align="right">2</td>
<td valign="top" align="right">1</td>
<td valign="top" align="right">2</td>
<td valign="top" align="right">1</td>
</tr>
<tr>
<td valign="top" align="center">yoy</td>
<td valign="top" align="right">27</td>
<td valign="top" align="right">48</td>
<td valign="top" align="right">26</td>
<td valign="top" align="right">39</td>
</tr>
<tr>
<td valign="top" align="center">F<break/>Total</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="top" align="right">62</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="top" align="right">53</td>
</tr>
<tr>
<td valign="top" rowspan="6" align="left">M</td>
<td valign="top" align="center">adu</td>
<td valign="top" align="right">18</td>
<td valign="top" align="right">5</td>
<td valign="top" align="right">4</td>
<td valign="top" align="right">3</td>
<td valign="bottom" rowspan="6" align="center">0.58</td>
</tr>
<tr>
<td valign="top" align="center">juv</td>
<td valign="top" align="right">26</td>
<td valign="top" align="right">13</td>
<td valign="top" align="right">7</td>
<td valign="top" align="right">2</td>
</tr>
<tr>
<td valign="top" align="center">pup</td>
<td valign="top" align="right">12</td>
<td valign="top" align="right">8</td>
<td valign="top" align="right">18</td>
<td valign="top" align="right">19</td>
</tr>
<tr>
<td valign="top" align="center">unk</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">0</td>
<td valign="top" align="right">2</td>
<td valign="top" align="right">1</td>
</tr>
<tr>
<td valign="top" align="center">yoy</td>
<td valign="top" align="right">34</td>
<td valign="top" align="right">52</td>
<td valign="top" align="right">31</td>
<td valign="top" align="right">60</td>
</tr>
<tr>
<td valign="top" align="center">M<break/>Total</td>
<td valign="top" align="left">&#xa0;</td>
<td valign="top" align="right">78</td>
<td valign="top" align="right">&#xa0;</td>
<td valign="top" align="right">85</td>
</tr>
<tr>
<td valign="top" rowspan="5" align="left">Age<break/>Totals</td>
<td valign="top" align="center">adu</td>
<td valign="top" align="left"/>
<td valign="top" align="right">7</td>
<td valign="top" align="right"/>
<td valign="top" align="right">4</td>
<td valign="top" align="center">0.03</td>
</tr>
<tr>
<td valign="top" align="center">juv</td>
<td valign="top" align="left"/>
<td valign="top" align="right">15</td>
<td valign="top" align="right"/>
<td valign="top" align="right">2</td>
<td valign="top" align="center">0.42</td>
</tr>
<tr>
<td valign="top" align="center">pup</td>
<td valign="top" align="left"/>
<td valign="top" align="right">18</td>
<td valign="top" align="right"/>
<td valign="top" align="right">31</td>
<td valign="top" align="center">0.27</td>
</tr>
<tr>
<td valign="top" align="center">unk</td>
<td valign="top" align="left"/>
<td valign="top" align="right">2</td>
<td valign="top" align="right"/>
<td valign="top" align="right">7</td>
<td valign="top" align="center">0.24</td>
</tr>
<tr>
<td valign="top" align="center">yoy</td>
<td valign="top" align="left"/>
<td valign="top" align="right">101</td>
<td valign="top" align="right"/>
<td valign="top" align="right">100</td>
<td valign="top" align="center">0.60</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>Prey species = the number of prey species recovered from stomach samples; Samples = the number of stomach samples.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_4">
<title>Modeling effects on prey consumption</title>
<p>Sample sizes were too limited to simultaneously evaluate the effect of seal, region, season, sex, and age on consumption (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>). However, univariate models showed that 1) the variety of prey in seal diets and 2) the location of bycatch samples explained a significant portion of variability in the minimum number of prey consumed. The minimum number consumed increased when prey species richness (<italic>S</italic>) and the number of trophic guilds increased. Geographic region was not as important, but there was a significant longitude effect on seal consumption with less consumption observed east of 70.5&#xb0; (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S2</bold>
</xref>). The effect of seal age, sex, season, region, and trophic group on the mean prey size consumed by each seal was not tested. Patterns in prey sizes consumed by these factors are available in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figures S8A&#x2013;F</bold>
</xref>.</p>
</sec>
<sec id="s3_5">
<title>Length frequencies of seal prey versus commercial catches</title>
<p>Mean prey size (cm) was compared among some of the most important prey to both harbor and gray seals and Northeastern US commercial gillnet trips. They included silver hake, red hake, and Atlantic cod. Both harbor and gray seals (combined) consumed smaller prey compared with sampled commercial gillnet catches for all three species. The mean length of cod consumed by harbor and gray seals (20&#xa0;cm) was smaller than the mean cod length caught and sampled on commercial gillnet trips (73&#xa0;cm; <italic>T</italic>
<sub>obs</sub> = &#x2212;53 cm; <italic>P</italic> = 0.00; <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). The mean length of red hake consumed by the seals (25&#xa0;cm) was smaller than the mean red hake length caught and sampled on commercial gillnet trips (43&#xa0;cm; <italic>T</italic>
<sub>obs</sub> = &#x2212;17 cm; <italic>P</italic> = 0.00; <xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). The mean length of silver hake consumed by the seals (22&#xa0;cm) was smaller than the mean silver hake length caught and sampled on commercial gillnet trips (36&#xa0;cm; <italic>T</italic>
<sub>obs</sub> = &#x2212;14 cm; <italic>P</italic> = 0.00; <xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). There were not enough samples to compare the mean sizes of yellowtail flounder.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Length distribution (cm) of Atlantic cod <bold>(A)</bold> consumed by harbor and gray seals and <bold>(B)</bold> caught by commercial gillnet fishermen.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-05-1377673-g006.tif"/>
</fig>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Length distribution (cm) of red hake <bold>(A)</bold> consumed by harbor and gray seals and <bold>(B)</bold> caught by commercial gillnet fishermen.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-05-1377673-g007.tif"/>
</fig>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Length distribution (cm) of silver hake <bold>(A)</bold> consumed by harbor and gray seals and <bold>(B)</bold> caught by commercial gillnet fishermen.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-05-1377673-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Data available to infer marine mammal diet composition or consumption are often sparse and reflect varying degrees of temporal, spatial, and demographic resolution (<xref ref-type="bibr" rid="B126">Smith et&#xa0;al., 2015</xref>). This is true of the opportunistic samples obtained from bycatch events for this study (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). In most cases, there were no samples available to make 1:1 comparisons between harbor and gray seal diet that account for both intrinsic (age and sex) and extrinsic (season and region) factors (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref>). However, these samples provide temporal and spatial contexts for analysis of the seals&#x2019; diet. The imbalance in the temporal and spatial distribution of stomach samples used in this study is explained by non-overlapping harbor and gray seal phenology and pup haul-out locations that are adjacent to high-density large mesh (&gt;20&#xa0;cm) gillnet fishing regions (<xref ref-type="bibr" rid="B86">Murray et&#xa0;al., 2021</xref>; <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). This also explains why the majority of samples are from the pup and young-of-the-year age classes (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). In other words, these age classes appear in bycatch in opposite times and areas given the timing and location of their reproduction cycles. Evidence from tagged animals suggests that most weaned pups and young-of-the-year gray seals forage in Southern New England adjacent to Muskeget Island and Monomoy pupping habitats during late winter into spring and summer (<xref ref-type="bibr" rid="B86">Murray et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B147">Wood et&#xa0;al., 2022</xref>). On the other hand, most weaned pups and young-of-the-year harbor seals forage in the Gulf of Maine adjacent to coastal bays, ledges, and island pupping habitats in summer into fall seasons (<xref ref-type="bibr" rid="B143">Williams, 1999</xref>; <xref ref-type="bibr" rid="B42">Gilbert et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B137">Waring et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B124">Sigourney et&#xa0;al., 2022</xref>). Pup and young-of-the-year age classes from both seals generally overlap in the Gulf of Maine during summer and fall and less so in the southern region in winter and spring (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Given this bias toward pup and young-of-the-year age classes, it is not surprising that sex was not an important factor when contrasting patterns in diet between the two seal species (<xref ref-type="bibr" rid="B5">Beck et&#xa0;al., 2007</xref>). Both sexes are expected to have limited dive capacity and be equally naive in foraging and consequently subject to higher bycatch rates relative to older more experienced age classes (<xref ref-type="bibr" rid="B36">Frost et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B86">Murray et&#xa0;al., 2021</xref>).</p>
<p>The differences in important prey, also reflected in 55% overlap in diet, are also a function of when and where the seals show up in bycatch and mostly driven by samples from the pup and young-of-the-year age classes. This trophic niche separation is exhibited by gray seal consumption of more benthivorous prey species compared with harbor seals. The least dietary overlap in the Gulf of Maine during the summer and fall (<italic>C</italic> = 0.34) appears to be explained by harbor seals&#x2019; preference for redfish and small silver hake over sand lance, yellowtail flounder, and red hake consumed by gray seals. The most dietary overlap occurs in the southern region (<italic>C</italic> = 0.71) during winter and spring where both seals consume silver and red hake and gulf stream flounder. This is also when most of the squids are present in the harbor seal diet (<xref ref-type="table" rid="T3">
<bold>Table 3</bold>
</xref> and <xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>). Pups rarely co-occur which explains low overlap in their diets (<italic>C</italic> = 0.27; <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref> and <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>).</p>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Box plots of the number of individual prey (mni) consumed by harbor (red bars) and gray (gray bars) seals by season (<bold>A</bold>: fall = Sep&#x2013;Nov, <bold>B</bold>: spring = Mar&#x2013;May, <bold>C</bold>: summer = Jun&#x2013;Aug, <bold>D</bold>: winter = Dec&#x2013;Feb) and geographic region (<bold>E</bold>: gom = Gulf of Maine, <bold>F</bold>: mab = mid-Atlantic Bight, including Southern New England). Red circles identify extreme values.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcosc-05-1377673-g009.tif"/>
</fig>
<p>Consistent with <xref ref-type="bibr" rid="B2">Ampela (2009)</xref>, diet data obtained from the stomachs of bycaught gray seals in our study paint a different picture of the relative abundance of prey in the diet when compared with data obtained from scat samples. Examples of this are shown by <xref ref-type="bibr" rid="B2">Ampela (2009)</xref> and <xref ref-type="bibr" rid="B72">Lerner et&#xa0;al. (2018)</xref> where a relatively high abundance of sand lance was found in gray seal scat samples obtained from sandbars off the coast of Chatham, Massachusetts. <xref ref-type="bibr" rid="B10">Bowen and Harrison (1994)</xref> show a similar pattern with a high proportion of sand lance found in scats collected on Sable Island, a sandy island habitat on the Scotian shelf. In contrast, sand lance relative abundance was low (&lt;10%) in gray seal stomachs examined by <xref ref-type="bibr" rid="B2">Ampela (2009)</xref> and this study. We postulate that diet data obtained from Northeastern US bycatch events are more representative of offshore foraging on the continental shelf and banks away from haul-out sites, whereas diet from scats represents more nearshore foraging closer to haul-out sites (<xref ref-type="bibr" rid="B105">Pierce and Boyle, 1991</xref>; <xref ref-type="bibr" rid="B2">Ampela, 2009</xref>; <xref ref-type="bibr" rid="B47">Hammill et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B60">Johnston et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B72">Lerner et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B52">Hernandez et&#xa0;al., 2019a</xref>). These differences may also be confounded by the seal&#x2019;s age and foraging experience (<xref ref-type="bibr" rid="B5">Beck et&#xa0;al., 2007</xref>). The majority of data in this study were obtained from young-of-the-year gray seals with limited foraging experience. Scat samples obtained off Chatham sandbars are generally obtained from mixed age groups with a likely bias toward the more numerous older gray seals. Older seals have more foraging experience and are likely more successful in capturing pelagic, fast swimming, or schooling prey. Sand lance are given their name because they burrow in the sand in shallow near-shore habitats (<xref ref-type="bibr" rid="B113">Robards et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B129">Staudinger et&#xa0;al., 2020</xref>). However, <xref ref-type="bibr" rid="B12">Bowen et&#xa0;al. (2002)</xref> documented mature harbor seals&#x2019; capture of sand lance both burrowed in the sand and as schooling prey in the water column. Although the sample sizes from the adult age class from our study are small, sand lance had the highest importance (iIMP) in the diet of adult gray seals (<italic>n</italic> = 7; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S3</bold>
</xref> and <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S7C</bold>
</xref>). <xref ref-type="bibr" rid="B47">Hammill et&#xa0;al. (2014)</xref> showed that sand lance also rank high in importance and mass consumed by older gray seals collected from digestive tracts obtained from the Cabot Strait and Cape Breton Island off of Canada (mean age ranged 7&#x2013;12 years old). By comparison, sand lance were rarely found in the stomachs of bycaught harbor seals but historically were found in high abundance when recovered from their scats (<xref ref-type="bibr" rid="B103">Payne and Selzer, 1989</xref>). Ignoring all extrinsic and intrinsic factors, the occurrence of cod in gray seal diet (5.1%) is consistent with the findings in <xref ref-type="bibr" rid="B32">Flanders et&#xa0;al. (2020)</xref> where the relative contribution of cod (6.7%; resolved to the genus Gadidae spp.) to the diet of gray seals was inferred by DNA meta-barcoding techniques. This is also consistent with the findings in Canadian waters where cod was found to be important in adult gray seal diet (<xref ref-type="bibr" rid="B10">Bowen and Harrison, 1994</xref>; <xref ref-type="bibr" rid="B47">Hammill et&#xa0;al., 2014</xref>).</p>
<p>Consistent with <xref ref-type="bibr" rid="B143">Williams (1999)</xref> and <xref ref-type="bibr" rid="B2">Ampela (2009)</xref>, prey sizes consumed by both seals in our study showed limited overlap with prey sizes caught by commercial gillnet fishermen. <xref ref-type="bibr" rid="B128">S&#xf8;rlie et&#xa0;al. (2020)</xref> also reported evidence of harbor seal preference for smaller prey compared with the size of some species exploited by commercial fisheries off the coast of Norway and low levels of direct competition between harbor and gray seals and commercial fisheries. However, it is important to note that the majority of seals in our study were young-of-the-year animals, the age class most frequently caught as bycatch in NEUS commercial gillnet fisheries (<xref ref-type="bibr" rid="B86">Murray et&#xa0;al., 2021</xref>). It is generally understood that larger seals from the older age classes can consume larger prey. <xref ref-type="bibr" rid="B47">Hammill et&#xa0;al. (2014)</xref> showed that adult gray seals in the Cabot Straight and Cape Breton Island off of Canada on average consumed large white hake (29&#x2013;35 cm) and Atlantic cod (28&#x2013;39 cm). By comparison, adult gray seals in our study (albeit a small sample size, <italic>n</italic> = 7) indicate consumption of larger fish (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure S8C</bold>
</xref>). Thus, it is important to consider the age distribution of the seals when utilizing results from seal diet studies to inform fish population and ecosystem dynamic models (<xref ref-type="bibr" rid="B8">Beno&#xee;t et&#xa0;al., 2011</xref>).</p>
<p>If the dietary pattern of harbor seals is correlated to the relative abundance of prey in the ecosystems but also sensitive to gray seal population growth, this can provide insight into the resilience of US Northwest Atlantic harbor seals to gray seal recolonization in New England waters (<xref ref-type="bibr" rid="B127">Smout et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B60">Johnston et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B117">Russell et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B101">Ouellet et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B102">Pace et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B86">Murray et&#xa0;al., 2021</xref>). Consistent with other studies, our research shows that hake species rank at the top of the most important prey to harbor seals, similar to gray seals, regardless of sex and age class (<xref ref-type="bibr" rid="B2">Ampela, 2009</xref>; <xref ref-type="bibr" rid="B47">Hammill et&#xa0;al., 2014</xref>). Our study also shows that cod occurrence (16%) and abundance (2%) are three times greater in harbor seal diet compared with gray seals (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). The finding of the importance of cod in the diet of harbor seals is consistent with that reported by <xref ref-type="bibr" rid="B143">Williams (1999)</xref>. The remaining most important prey unique to harbor seals&#x2014;silver hake, redfish, red hake, herring, and squids&#x2014;were also identified as the most important prey over 20 years ago by <xref ref-type="bibr" rid="B143">Williams (1999)</xref>. <xref ref-type="bibr" rid="B11">Bowen and Harrison (1996)</xref> also identified cod, herring, and <italic>Illex</italic> squid among the most abundant prey in the diet of harbor seals in the Canadian maritime region. The persistence of important prey to the diet of harbor seals over recent decades provides evidence that they are resilient to the concurrent resurgence of the gray seal population in Northeastern US waters. Finally, mean harbor seal prey size and biomass were 8 cm and 0.09 kg smaller than gray seals, respectively. The significant difference in mean prey size and biomass between the two seal species was expected given the overall difference in body size and mass between the two seals, even at the younger age classes (<italic>Encyclopedia of Marine Mammals</italic>, 2<sup>nd</sup> ed.; <xref ref-type="bibr" rid="B104">Perrin et&#xa0;al., 2009</xref>).</p>
<p>
<xref ref-type="bibr" rid="B143">Williams (1999)</xref> and <xref ref-type="bibr" rid="B2">Ampela (2009)</xref> offer the only empirically based Northeastern US estimates of Northwest Atlantic harbor and gray seal diet composition based on biomass, respectively. In comparison to their research results, our more recent study found similar seal diet compositions, specifically for samples originating from bycatch. In contrast, seal diet composition from our study generally does not align with seal proportional prey composition for the Northeastern US estimated in <xref ref-type="bibr" rid="B126">Smith et&#xa0;al. (2015)</xref>. There are likely several reasons for the differences. The most notable is that harbor and gray seal mean diet composition among prey groups in <xref ref-type="bibr" rid="B126">Smith et&#xa0;al. (2015)</xref> varies widely due to a large number of literature sources used to estimate diet composition. Most of those studies originated from regions outside of the Northeastern US, and several of the sources utilized scats to reconstruct the seal diets.</p>
<p>Using hard parts to evaluate marine mammal diet allows for the estimation of prey biomass consumed at a high taxonomic resolution (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). However, there are three primary shortcomings of using hard parts to estimate diet: 1) a bias toward cephalopod beaks and fish otoliths that have higher retention in the stomach lining and are more resistant to degradation, respectively; 2) underdetection of prey which have no hard part remains (e.g., elasmobranchs, crustaceans, and depredation); and 3) difficulty investigating for evidence of scavenging. Squid beaks have been reported to become lodged in the stomach lining and thereby can be overrepresented in diets inferred from stomach contents (<xref ref-type="bibr" rid="B97">Olesiuk et&#xa0;al., 1990</xref>; <xref ref-type="bibr" rid="B15">Bowen and Iverson, 2013</xref>). Pristine and otoliths with minor erosion likely reflect prey with more robust otolith size (e.g., gadoid species), but fragile otoliths are more likely to be underrepresented due to breakage, degradation, or fully digested in the stomach before passing through the intestines (e.g., clupeids; <xref ref-type="bibr" rid="B84">Murie and Lavigne, 1986</xref>; <xref ref-type="bibr" rid="B105">Pierce and Boyle, 1991</xref>; <xref ref-type="bibr" rid="B46">Hammill et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B133">Tollit et&#xa0;al., 2007</xref>). However, stomach content data are less biased than scats with respect to quantifying the minimum number and size of prey consumed simply because stomach content remains have not cycled through the entire digestive process (<xref ref-type="bibr" rid="B59">Jobling and Breiby, 1986</xref>; <xref ref-type="bibr" rid="B97">Olesiuk et&#xa0;al., 1990</xref>; <xref ref-type="bibr" rid="B2">Ampela, 2009</xref>).</p>
<p>Similar to the findings in <xref ref-type="bibr" rid="B19">Byron and Morgan (2016)</xref> and <xref ref-type="bibr" rid="B107">Pitchford et&#xa0;al. (2020)</xref>, our study found evidence of elasmobranch prey present in gray seal stomach samples but very few in harbor seals. This is likely due to the high incidence of gray seal bycatch events in the southern region that co-occurred with large mesh skate and dogfish gillnet fisheries (<xref ref-type="bibr" rid="B86">Murray et&#xa0;al., 2021</xref>). With respect to depredation, only the lower portion or belly region of fish is consumed by predators. Consequently, there generally is no evidence of depredation (i.e., no otoliths consumed or located) in the stomach of the predator unless headless fish remains are found intact within the stomach. In contrast, consumption by scavenging may be detected when only heads of fish are recovered with no further co-occurring evidence of bony or flesh remains. Consumption by scavenging can occur when fishermen dress their fish catch for the market while at sea. The application of fatty acids as trophic markers provides both longer temporal insight into marine mammal foraging patterns and theoretically can limit the depredation source of bias when compared with techniques that involve analysis of hard parts (<xref ref-type="bibr" rid="B64">Kirsch et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B28">Dalsgaard et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B131">Thiemann and Iverson, 2008</xref>; <xref ref-type="bibr" rid="B56">Iverson, 2009</xref>; <xref ref-type="bibr" rid="B132">Thiemann et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B15">Bowen and Iverson, 2013</xref>). The DNA meta-barcoding of prey may also get at this source of bias; however, analytical techniques using DNA to quantify the abundance of prey in the diet are still under development (<xref ref-type="bibr" rid="B58">Jeanniard-du-Dot et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B122">Shelton et&#xa0;al., 2023</xref>).</p>
<p>In conclusion, this study demonstrates the importance and value of utilizing carcasses retained from bycatch events to fill data gaps in our understanding of the ecological role of recovering harbor and gray seal populations. This includes their impact on the natural mortality of prey important to commercial fisheries providing further insight into the connections between fisheries and protected species management potentially regulating food web dynamics in the Northeastern US region (<xref ref-type="bibr" rid="B70">Kulatska et&#xa0;al., 2021</xref>). Given the richness of their diets, these seals may be capable of shifting their diet to species that are predicted to be more abundant in the future as a result of changing environmental or habitat conditions (<xref ref-type="bibr" rid="B93">Nye et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B149">Zeppelin and Orr, 2010</xref>; <xref ref-type="bibr" rid="B106">Pinsky et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B48">Hare et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B65">Kleisner et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B35">Friedland et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B73">Lettrich et&#xa0;al., 2023</xref>). Finally, we recommend cross-validation studies comparing results from different diet sample types, locations, and methodologies to minimize bias and provide more robust evidence of the magnitude of natural mortality on commercially important species induced by top-level predators.</p>
</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 below: FigShare, <uri xlink:href="https://figshare.com/articles/dataset/Lyssikatos_and_Wenzel_2024/25097213">https://figshare.com/articles/dataset/Lyssikatos_and_Wenzel_2024/25097213</uri>.</p>
</sec>
<sec id="s6" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The manuscript presents research on animal diet. No live animals were used or handled during the course of this study. Ethical approval was not required for the study.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>ML: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Data curation. FW: Data curation, Investigation, Writing &#x2013; review &amp; editing.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>ML gives a very special thanks to NOAA&#x2019;s Advanced Studies Program, The School of Marine Science and Technology at the University of Massachusetts Dartmouth, and her Dissertation Committee for accepting and guiding her through her PhD journey. Both authors are grateful to the Northeast Fisheries Observer Program, Northeast Fisheries Science Center (NEFSC) Seal Team, and The Provincetown Center for Coastal Studies for their support in the field. Lisa Sette is also thanked for her friendship and collaborative spirit and all the following individuals for their unwavering support and patience over the past several years: Sean Hayes, Henry Milliken, Chris Orphanides, Kimberly Murray, Debra Palka, John Galbraith, Brian Smith, Mark Wuenschel, Greg Early, and Kristin Precoda. ML and FW are grateful to David McElroy and the interns for sharing original otolith measurement data from samples collected from NEFSC bottom long-line and bottom trawl surveys. We also thank all the reviewers for their thoughtful critical feedback. Lastly, a shout out to Toni Chute for inspiring the title of this paper.</p>
</ack>
<sec id="s9" 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="s10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s11" 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/fcosc.2024.1377673/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fcosc.2024.1377673/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.zip" id="SM1" mimetype="application/zip"/>
<supplementary-material xlink:href="DataSheet_2.zip" id="SM2" mimetype="application/zip"/>
<supplementary-material xlink:href="DataSheet_3.zip" id="SM3" mimetype="application/zip"/>
</sec>
<ref-list>
<title>References</title>
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