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<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
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<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
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<issn pub-type="epub">2296-7745</issn>
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<article-id pub-id-type="doi">10.3389/fmars.2025.1662766</article-id>
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<subj-group subj-group-type="heading">
<subject>Hypothesis and Theory</subject>
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<title-group>
<article-title>Unifying local and large-scale drivers of the Faroe shelf ecosystem</article-title>
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<name><surname>H&#xe1;t&#xfa;n</surname><given-names>Hj&#xe1;lmar</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>*</sup></xref>
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<name><surname>Olsen</surname><given-names>Bergur</given-names></name>
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<name><surname>Vang</surname><given-names>Helga B&#xe1;ra Mohr</given-names></name>
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<name><surname>Kristiansen</surname><given-names>Inga</given-names></name>
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<name><surname>Larsen</surname><given-names>Karin Margretha H.</given-names></name>
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<name><surname>Salter</surname><given-names>Ian</given-names></name>
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<name><surname>Steingrund</surname><given-names>Petur</given-names></name>
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<name><surname>Mork</surname><given-names>Kjell Arne</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<aff id="aff1"><label>1</label><institution>Faroe Marine Research Institute</institution>, <city>T&#xf3;rshavn</city>, <country country="fo">Faroe Islands</country></aff>
<aff id="aff2"><label>2</label><institution>Institute of Marine Research</institution>, <city>Bergen</city>, <country country="no">Norway</country></aff>
<aff id="aff3"><label>3</label><institution>Bjerknes Centre for Climate Research</institution>, <city>Bergen</city>, <country country="no">Norway</country></aff>
<author-notes>
<corresp id="c001"><label>*</label>Correspondence: Hj&#xe1;lmar H&#xe1;t&#xfa;n, <email xlink:href="mailto:hjalmarh@hav.fo">hjalmarh@hav.fo</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-10-15">
<day>15</day>
<month>10</month>
<year>2025</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1662766</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>07</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 H&#xe1;t&#xfa;n, Danielsen, Olsen, Jacobsen, Vang, Kristiansen, Larsen, Gaard, Salter, Steingrund and Mork.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>H&#xe1;t&#xfa;n, Danielsen, Olsen, Jacobsen, Vang, Kristiansen, Larsen, Gaard, Salter, Steingrund and Mork</copyright-holder>
<license>
<ali:license_ref start_date="2025-10-15">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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.</license-p>
</license>
</permissions>
<abstract>
<p>Demersal fish stocks and seabird populations on the Faroe shelf have declined profoundly over the past half-century, and the relative role of exploitation and climate remains a key question. The dynamics of the subpolar gyre influences both the marine climate and several ecosystems in the northeastern Atlantic. Furthermore, a more than century old hypothesis suggests that production in marine ecosystems along the eastern margin of the Norwegian Sea is fueled by transport of nutrient- and zooplankton-rich subarctic waters from the Iceland Sea-Jan Mayen region. Recent research has, on the other hand, related the productivity of the Faroe shelf ecosystem to local processes. These contrasting perspectives are here combined, to explain the highly variable recruitment, and thus stock sizes, of Faroese cod (<italic>Gadus morhua</italic>) and guillemots (<italic>Uria aalge</italic>). We propose that good recruitment to demersal fish stocks and seabirds requires both high on-shelf biological production and high oceanic food content, proxied by large volumes of subarctic waters surrounding the Faroe shelf.</p>
</abstract>
<kwd-group>
<kwd>subarctic waters</kwd>
<kwd>copepods</kwd>
<kwd>Faroe shelf</kwd>
<kwd>cod</kwd>
<kwd>guillemots</kwd>
<kwd>recruitment</kwd>
<kwd>prediction</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declare financial support was received for the research and/or publication of this article. Faroe Marine Research Institute has allocated resources for monitoring hydrography, plankton, juvenile fisheries and seabirds in the Faroese region over the past half decade. This monitoring program is based on permanent governmental funding, and a broad selection of scientific projects. HH work was, additionally, supported by the MARiNAO project, Si-4-Eco (grant no. 8018).</funding-statement>
</funding-group>
<counts>
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<ref-count count="44"/>
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<custom-meta-group>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Physical Oceanography</meta-value>
</custom-meta>
</custom-meta-group>
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</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Biological production on the Faroe shelf is characterized by marked peaks with 6- to 10-years intervals: specifically in 1974, 1983 (weak), 1994, 2000, 2009, 2017 (<xref ref-type="bibr" rid="B24">Jacobsen et&#xa0;al., 2019</xref>), and a recent weak peak in 2023-2024 (<xref ref-type="bibr" rid="B36">Olsen et&#xa0;al., 2025</xref>). These peaks are reflected in on-shelf primary production, as proxied by a so-called primary production index (PPI) (<xref ref-type="bibr" rid="B9">Gaard et&#xa0;al., 1998</xref>), the size of juvenile fish (<xref ref-type="bibr" rid="B7">Eliasen et&#xa0;al., 2011</xref>) [represented by a 0-group length index, <xref ref-type="bibr" rid="B24">Jacobsen et&#xa0;al., 2019</xref>], recruitment to commercial fish stocks (<xref ref-type="bibr" rid="B22">ICES, 2024</xref>) and the breeding success and nest attendance of seabirds (<xref ref-type="bibr" rid="B36">Olsen et&#xa0;al., 2025</xref>). Although there is coherent synchrony in these parameters, the magnitude of peaks in the PPI and 0-group length index are not always reflected in recruitment to the adult Atlantic cod (<italic>Gadus morhua</italic>) (hereafter just cod) stock. In particular, production peaks after 2003 have not benefitted cod as they did before. While the Faroese fish stocks and seabird populations exhibit peaks following productive periods, they also show clear longer-term shifts and negative trends (<xref ref-type="bibr" rid="B36">Olsen et&#xa0;al., 2025</xref>), which cannot be explained by variation in the PPI or in the 0-group length index. This calls for consideration of additional environmental drivers, likely with a larger-scale &#x2018;footprint&#x2019; than just the Faroe shelf itself. Acknowledging previously suggested links between ecological shifts in the NE Atlantic and indices like the North Atlantic Oscillation (NAO) index, and the Atlantic Multi-decadal Oscillation (AMO) (<xref ref-type="bibr" rid="B17">H&#xe1;t&#xfa;n et&#xa0;al., 2009</xref>), we discuss potential links to the influence of nutrient- and zooplankton-rich subarctic waters (SAW) from two main sources: the subpolar gyre (SPG) and the East Icelandic Current.</p>
<p>Recent research has demonstrated linkages between SPG dynamics and both oceanic and shelf ecosystems in the subpolar North Atlantic (<xref ref-type="bibr" rid="B19">H&#xe1;t&#xfa;n et&#xa0;al., 2022b</xref>). Strong winter convection and an associated large SPG increase the contribution of SAW to the mixed Atlantic waters surrounding the Faroe shelf, which in turn can increase biological production in these waters (<xref ref-type="bibr" rid="B15">H&#xe1;t&#xfa;n et&#xa0;al., 2022a</xref>).</p>
<p>While including the SPG driver, this study focuses on a potentially similar influence of SAW from the East Icelandic Current, which has received less attention to date. Following the development of accurate oceanographic instruments (the Nansen bottle) in the late 1800s, a cold tongue of SAW from northeast of Iceland extending into the southern Norwegian Sea was among the first thoroughly studied oceanographic features (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). In their seminal book, &#x2018;The Norwegian Sea&#x2019;, <xref ref-type="bibr" rid="B21">Helland-Hansen and Nansen (1909)</xref> hypothesized that &#x201c;increased amount of Arctic water carried in contact with Atlantic water in the region of the Faroe-Shetland Channel will improve the biological conditions of food-fishes during the same season in the North Sea and one year later near Lofoten&#x201d;. The suggested reasons were that SAW possesses physical (e.g., temperature) and chemical (e.g., nutrients) properties which are of great importance for plankton development. For the open ocean, they observed large and nutritious calanoid copepods <italic>Calanus hyperboreus</italic> in this <italic>Icelandic tongue</italic> and along the axis of the southeastward flow of cold and heavy SAW into the southern Norwegian Sea, while <italic>Calanus finmarchicus</italic> were observed in the mixed water of Arctic and Atlantic origin. <italic>C. finmarchicus</italic> is a critical prey item, transferring energy from primary production to higher trophic levels in the Norwegian Sea (<xref ref-type="bibr" rid="B31">Melle et&#xa0;al., 2014</xref>), and on adjacent shelves (<xref ref-type="bibr" rid="B44">Sundby, 2000</xref>). <italic>C. hyperboreus</italic> plays a similar role north and northeast of Iceland during spring (<xref ref-type="bibr" rid="B10">Gislason and Silva, 2012</xref>). The biophysical relationships proposed by <xref ref-type="bibr" rid="B21">Helland-Hansen and Nansen (1909)</xref> received relatively little attention until recent studies by Kristiansen et&#xa0;al. (2016, 2019) demonstrated that the variable extent of this tongue into the waters north of the Faroe Islands regulates zooplankton communities there: a large Icelandic tongue results in  large biomasses of <italic>C. hyperboreus</italic>, and large stages of <italic>C. finmarchicus</italic> can reach the Norwegian slope as well (<xref ref-type="bibr" rid="B41">Skagseth et&#xa0;al., 2022</xref>). The fact that these subarctic copepods largely vanished from the southern Norwegian Sea when the Icelandic tongue retracted westwards after 2003 (<xref ref-type="bibr" rid="B27">Kristiansen et&#xa0;al., 2019</xref>), likely had significant ecological implications (<xref ref-type="bibr" rid="B15">H&#xe1;t&#xfa;n et&#xa0;al., 2022a</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Overview over the study region. Subarctic currents and water masses are shown with blue arrows and shading, while the warmer Atlantic water counterpart is shown in red colours. The blue curled arrows suggest entrainment of subarctic waters into the Atlantic water. The positions of the monitoring sections, N and Svin&#xf8;y, are marked with black lines, and the yellow dashed line represents the Iceland-Faroe Front (IFF). FSC, Faroe-Shetland Channel; FB, Faroe Bank; FC, Faroe Current; IFF, Iceland-Faroe Front; IFR, Iceland-Faroe Ridge and SPG, Subpolar gyre.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1662766-g001.tif">
<alt-text content-type="machine-generated">Map illustrating oceanic currents and water masses in the North Atlantic. It shows the Icelandic tongue and East Icelandic Current in blue, and Atlantic Water in red. Key geographical locations like Iceland, Norway, Jan Mayen Ridge, Faroe Shelf, and Shetland are marked. The Svin&#xf8;y Section and Section N are indicated for oceanographic measurements. Arrows depict the flow directions of ocean currents such as the Iceland-Faroe Front (IFF) and Faroe Current (FC).</alt-text>
</graphic>
</fig>
<p>Similar shifts have, however, taken place before. For the Norwegian shelf, <xref ref-type="bibr" rid="B21">Helland-Hansen and Nansen (1909)</xref> found that increased recruitment to the cod, haddock (<italic>Melanogrammus aeglefinus</italic>) and Norwegian spring spawning herring (<italic>Clupea harengus</italic>) stocks was proceeded by increased volume of SAW and decreased temperatures in the Atlantic water. The SAW volume was estimated as the sectional area of SAW in a section across the southern Norwegian Sea (Sognefjord section) in May. The SAW volume was large in 1901, and fish thrived. This changed abruptly in &#x2018;the famous year 1903&#x2019;, with reduced SAW volume, increased Atlantic water temperatures and poor cod conditions, reflected in reduced development of sexual organs, reduced quantity of cod-roe and cod-liver oil and exceptionally late arrival at the fishing banks near Lofoten. Haddock were also small (in size) in 1903, and &#x201c;thousands of dead seabirds (common guillemots, <italic>Uria aalge</italic>) were said to be in completely emaciated conditions, and washed ashore&#x201d;. The deteriorated conditions coincided with a sudden occurrence of tropical plankton forms, which had previously never been observed in the northern seas.</p>
<p>SAW north of the Faroes circulates clockwise around the northeastern tip of the Faroe Plateau and into the Faroe-Shetland Channel, and establishes the hydrographic foundation below the Atlantic inflows towards higher latitudes. Confluence of lower trophic level biomass along the interface between the SAW and the overlying Atlantic waters &#x2013; the permanent thermo/pycnocline, feeds a large biomass of krill, mesopelagic fish, and their larger predators (e.g. blue whiting (<italic>Micromesistius poutassou</italic>), Greenland halibut (<italic>Reinhardtius hippoglossoides</italic>), and several other fish species). This &#x201c;Wall of mouths&#x201d; (<xref ref-type="bibr" rid="B11">Hamner et&#xa0;al., 1988</xref>) is clearly identifiable as a Deep Scattering Layer in acoustic data from these waters (<xref ref-type="bibr" rid="B2">Cisewski et&#xa0;al., 2021</xref>). Zooplankton that have ascended and other near-surface, passive, food items can potentially also be advected from the Iceland tongue towards the Faroe shelf break in a low-saline surface layer, which builds during the summer and fall (<xref ref-type="bibr" rid="B37">Perkins et&#xa0;al., 1998</xref>). If the link between the SAW and the Norwegian shelf ecosystem suggested by <xref ref-type="bibr" rid="B21">Helland-Hansen and Nansen (1909)</xref> holds, such a mechanism might be even more robust for the Faroe shelf ecosystem. A thorough discussion of the ocean-to-shelf advection is, however, beyond the scope of the present work, which is to establish synchrony between key large-scale oceanographic drivers and biological indicators on the Faroe shelf.</p>
<p>Cod has been one of the main commercial fish species, sustaining a considerable portion of the Faroese economy. This stock has therefore been closely monitored, providing extensive data material, including long and robust time series (<xref ref-type="bibr" rid="B22">ICES, 2024</xref>). Guillemots have historically constituted the largest and most exploited seabird population in the Faroe Islands (<xref ref-type="bibr" rid="B34">N&#xf8;rrevang, 1977</xref>). A major decline in this species during the 1960s elicited concern (<xref ref-type="bibr" rid="B35">Olsen, 1990</xref>; <xref ref-type="bibr" rid="B40">Reinert, 1976</xref>) and initiated structured seabird counts in the Faroe Islands (<xref ref-type="bibr" rid="B5">Dyck and Meltofte, 1975</xref>; <xref ref-type="bibr" rid="B4">1973</xref>). The common guillemot (hereafter just guillemot) record discussed here is the longest of its kind from the Faroe shelf (<xref ref-type="bibr" rid="B36">Olsen et&#xa0;al., 2025</xref>). Cod and guillemots share similar prey species, e.g., sandeel (<italic>Ammodytes</italic> spp.), and adult guillemots in the Barents Sea (<xref ref-type="bibr" rid="B33">Myksvoll et&#xa0;al., 2013</xref>), and likely also on the Faroe shelf (B. Olsen, personal communication; <xref ref-type="supplementary-material" rid="SM1"><bold>Figure S1</bold></xref>) also prey directly on juvenile cod. This shared predation makes the breeding performance of this seabird a useful indicator of the status and recruitment of the cod stock. Motivated by this expected ecological coupling, economic, ecological and cultural significance, and large data availability, cod recruitment, total cod biomass and total attendance of guillemots are employed as indicator records for principal higher trophic level species on the Faroe shelf. Building on <xref ref-type="bibr" rid="B21">Helland-Hansen and Nansen (1909)</xref>, we will use these indicator records, the now well-documented SPG-ecology linkages and ongoing ecological research on biological production on the Faroe shelf, to introduce the following new theoretical framework: <italic>the biomass of higher trophic levels on the Faroe shelf is driven by both on-shelf production and off-shelf food abundance</italic>. This forms basis upon which more refined hypotheses can be built and rigorously tested.</p>
<p>The data material is described in Section 2. The SPG influence on SAW contribution to the Atlantic waters west of the Faroes (proxied by a salinity record) is presented in Section 3.1, and results from spatial and temporal changes in SAW from the Icelandic tongue are illustrated in Section 3.2. Updated oceanic zooplankton records north of the Faroe slope are provided in Section 3.3, recruitment and biomass of cod is presented in 3.4, and guillemot attendance is presented in 3.5.&#xa0;A comparison with the Faroe Bank cod is provided in 3.6 and the results are discussed in Section 4.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<p><xref ref-type="supplementary-material" rid="SM1"><bold>Table S1</bold></xref> in the <xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary Online Information (SOI)</bold></xref> contains raw data for all indicator records, which are provided as annual values (excluding the salinity record and the gyre index).</p>
<sec id="s2_1">
<label>2.1</label>
<title>SAW indicators from two sources</title>
<sec id="s2_1_1">
<label>2.1.1</label>
<title>The subpolar gyre</title>
<p>A monthly resolved gyre index has been updated to 2024, based on the methods outlined in <xref ref-type="bibr" rid="B13">H&#xe1;t&#xfa;n and Chafik (2018)</xref>. As a metric for the influence of SAW from the SPG on the Atlantic water around the Faroe shelf, we use a salinity indicator record from Section N, crossing the Faroe Current north of the Faroes. The record is described in <xref ref-type="bibr" rid="B29">Larsen et&#xa0;al. (2012)</xref> (see <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref> and below), and the data are available at <ext-link ext-link-type="uri" xlink:href="https://ocean.ices.dk/iroc">https://ocean.ices.dk/iroc</ext-link>.</p>
</sec>
<sec id="s2_1_2">
<label>2.1.2</label>
<title>The Icelandic tongue</title>
<p>Spatial analysis. To characterize the annual three-dimensional hydrographic changes associated with variable inflow from the Icelandic tongue, we combined datasets from ICES (International Council for the Exploration of the Sea), PINRO (Polar Research Institute of Marine Fisheries and Oceanography, Russia), and the Argo Global Data Assembly Centre in France (Coriolis Data Centre, France) (an update to <xref ref-type="bibr" rid="B32">Mork et&#xa0;al., 2014</xref>). We used data collected between mid-April and mid-June, including data from annual joint Nordic and EU pelagic spring surveys, which comprise hydrographic stations spaced every 60 nautical miles, extending to 1000&#xa0;m depth in the Norwegian Sea. The combined observations were interpolated using objective analysis on a horizontal grid with 0.5&#xb0; zonal and 0.25&#xb0; meridional intervals at 5-meter depth increments down to 1000&#xa0;m, following the methodology described by <xref ref-type="bibr" rid="B42">Skagseth and Mork (2012)</xref>. These data were subsequently processed as described in <xref ref-type="bibr" rid="B41">Skagseth et&#xa0;al. (2022)</xref>. We generated spatial maps showing SAW thickness defined by the criteria 1&#xb0;C &lt; T &lt; 4&#xb0;C and S &lt; 34.91 psu (practical salinity units). A clear proxy visualization of this water mass is provided in a temperature-salinity (TS) diagram in <xref ref-type="bibr" rid="B41">Skagseth et&#xa0;al. (2022)</xref> (their <xref ref-type="fig" rid="f6"><bold>Figure 6</bold></xref>).</p>
<p>Section N. Hydrographic observations have been made 3&#x2013;4 times a year along a standard section (Section N), crossing the Faroe slope along the 6&#xb0;W meridian (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). These numerous measurements at Section N enable the construction of a proxy record for the SAW volume back to 1992.&#xa0;A cross-sectional area of SAW (represented by Modified East Icelandic Water, MEIW (<xref ref-type="bibr" rid="B39">Read and Pollard, 1992</xref>), at this location) &#x2013; our estimate of the influence from the cold Icelandic tongue - is calculated for each measurement of Section N by integrating the areal representation of observations in the T-S range (1&#x2013;3&#xb0;C, S &lt; 34.9 psu) (<xref ref-type="bibr" rid="B27">Kristiansen et&#xa0;al., 2019</xref>), followed by calculation of annual averages.</p>
<p>Svin&#xf8;y Section. A proxy for the contribution of SAW from Icelandic tongue is also estimated as the area of SAW along the Norwegian Svin&#xf8;y section (0-500&#xa0;m depths). This section extends north-westward from the Norwegian slope (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>), and covers the period 1978 to present. The cross-sectional area at this location is represented by water fresher than 34.9 in July-August (<xref ref-type="bibr" rid="B41">Skagseth et&#xa0;al., 2022</xref>). Based on this proxy series and an empirical threshold, conditions in the southern Norwegian Sea are divided into <italic>Atlantic</italic> and <italic>Subarctic periods</italic>, with, respectively, low and large SAW volumes (Section 3.2).</p>
</sec>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Ecological indicators</title>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Calanoid copepods</title>
<p>Monitoring of zooplankton abundance and composition (0-50m hauls with a WP-2 net, 200&#xb5;m mesh size) was initiated at Section N in 1993 with data being collected in mid- to late May. No data are available for 1996, 1998 and 2006. Abundance of <italic>C. hyperboreus</italic> and the overwintered stages of <italic>C. finmarchicus</italic> (CIV to CVI) (<xref ref-type="bibr" rid="B26">Kristiansen et&#xa0;al., 2016</xref>) from the truly subarctic region (north of the Iceland-Faroe Front, <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>) were used in our analysis, which follows <xref ref-type="bibr" rid="B27">Kristiansen et&#xa0;al. (2019)</xref>.</p>
</sec>
<sec id="s2_2_2">
<label>2.2.2</label>
<title>0-group length index</title>
<p>The 0-group length index is used as a proxy for biological production on the Faroe shelf. This index was first introduced by <xref ref-type="bibr" rid="B24">Jacobsen et&#xa0;al. (2019)</xref>, and subsequently updated to 2024 and extended back to 1974 by <xref ref-type="bibr" rid="B36">Olsen et&#xa0;al. (2025)</xref>. It is based on annual 10-day surveys of juvenile fish abundances and lengths conducted on the Faroe Plateau since 1974, typically in late June to early July. It is calculated by applying principal component analysis (PCA) on the mean lengths of the four most abundant 0-group fish species: cod, haddock, Norway pout (<italic>Trisopterus esmarkii</italic>), and sandeel (<italic>Ammodytes</italic> spp.), averaged across all trawl stations within the 100&#xa0;m bottom depth contour. The PCA effectively captures the shared growth pattern across these species, providing a robust indicator of overall juvenile fish development in the region. Specifics regarding trawl dimensions and other survey details are provided in <xref ref-type="bibr" rid="B36">Olsen et&#xa0;al. (2025)</xref>.</p>
</sec>
<sec id="s2_2_3">
<label>2.2.3</label>
<title>Demersal fish</title>
<p>Faroese waters host two distinct cod stocks: the Faroe Plateau cod and the Faroe Bank cod. ICES regularly assesses both stocks to guide sustainable fishing practices. The Faroe Plateau cod is a data-rich stock (ICES category 1), allowing for comprehensive stock assessments that provide estimates of recruitment, spawning stock biomass, total stock biomass, and fishing pressure from 1959 to 2024 (<xref ref-type="bibr" rid="B22">ICES, 2024</xref>). The recruitment record used here represents the number of 1-year old fish, which means that high values in a given year (e.g., 1994) reflect large survival of fish spawned the previous year (e.g., 1993). Conversely, the Faroe Bank cod is classified as data-limited (ICES category 3), and the assessments for this stock rely primarily on survey biomass indices, and estimates of recruitment or spawning stock biomass are not currently available. The primary biomass index used in assessments is a CPUE (Catch Per Unit Effort) series derived from groundfish surveys conducted in September from 1996 to 2024 (<xref ref-type="bibr" rid="B22">ICES, 2024</xref>). Additionally, a secondary CPUE series from groundfish March surveys (1983-2024), is available, with gaps in 2004, and 2005.</p>
</sec>
<sec id="s2_2_4">
<label>2.2.4</label>
<title>Guillemots</title>
<p>We use annual counts of the total number of guillemots attending a long-term study colony at H&#xf8;vdin, a breeding cliff on the island Sk&#xfa;voy. <xref ref-type="bibr" rid="B36">Olsen et&#xa0;al. (2025)</xref> concluded that this unique record reflects the total abundance of guillemots in the Faroe Islands, dating back to 1972. Further research is required to assess the continued validity of this assumption.</p>
</sec>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Peak identification and standardization</title>
<p>Identification of years with peaks in the 0-group length index and the cod recruitment records, respectively, was based on visual inspection and an empirical threshold, supported by the MATLAB function <italic>findpeaks.m</italic>. Only one year (the highest value) was assigned to each peak, even when two consecutive years had values above the threshold. Since the cod recruitment values were low after 2000, the identification of peaks depended on the chosen threshold value. Auxiliary information from the Faroe shelf, supported the conclusion that 2009 and 2017 were peak years, while 2005 and 2013 were not. All time series have been standardized before plotting, by subtracting the mean and dividing by the standard deviation.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>SAW from the subpolar gyre</title>
<p>The previously proposed link between the size and circulation strength of the SPG and salinity in the NE Atlantic (<xref ref-type="bibr" rid="B18">H&#xe1;t&#xfa;n et&#xa0;al., 2005</xref>) remains valid. As reflected by a declining gyre index (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>), the SPG weakened through the late 1990s and early 2000s, which coincided with increased salinities around the Faroe Plateau. This pattern reflects reduced SAW influence. A subsequent strengthening of the SPG, which was gradually initiated after 2011 and showed more rapid changes after 2014, resulted in a marked drop in salinity, thereby demonstrating increased influx of SAW into the Atlantic waters. Shorter-term SPG intensifications (peaks in the black curve in <xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>) coincide with increased productivity on the Faroe shelf, as highlighted by the vertical dashed lines (see Section 3.4). Drops in salinity are also observed around these productive periods, although these can both precede and follow the short-term SPG signal. While the SPG reached peak intensity around 2015-2016, salinity continued to drop until 2017-2018. After the small SPG peak/salinity drop in 2023, the SPG has weakened and salinities have been increasing, suggesting a turn towards period with reduced SAW influence once again. The SPG dynamics influences temperature in a similar way to salinity, although the temperature decline after 2014 is more moderate than that evident in the salinity (not shown).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>The gyre index (black, non-dimensional) and Atlantic water salinity (in psu) in the Faroe Current (blue, values on the left y-axis, see <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref> for the location). The thin black line shows monthly values, and the thick curve is a low-pass over 12 months. The thin blue line represents individual samples, and the thick blue curve is a low-pass over 4 values (which is approximately a year, since this hydrographic section is occupied 3-4 times a year). The timing of cod recruitment peaks is emphasized with vertical dashed lines.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1662766-g002.tif">
<alt-text content-type="machine-generated">Line graph showing salinity levels from 1990 to 2025. Salinity, measured on the vertical axis from 35.15 to 35.4, fluctuates alongside two gyre strength indicators, represented by blue and black lines. The black line denotes strong gyre periods, whereas the variation coincides with weak gyres, indicated by the downward arrow on the right. Peaks and troughs align with years marked by vertical dashed lines.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>SAW from the Icelandic tongue</title>
<sec id="s3_2_1">
<label>3.2.1</label>
<title>Spatial view</title>
<p>The SAW layer remains thick along a U-shaped region between the NE Icelandic shelf and the Jan-Mayen ridge (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>). The thickest layer is generally observed near the deep and steep trough where the Jan-Mayen Ridge intersects the Iceland-Faroe Ridge (see <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). The SAW layer thickness varies substantially between years, both within this U-shaped region and particularly in the southeastward &#x2018;leakage&#x2019; into the Norwegian Sea and into the Faroe-Shetland Channel. Volumes of SAW were large from 1995 to 2002, but the leakage region thinned abruptly in 2003. Apart from smaller pulses (e.g. in 2012), the apparent eastward flow remained weak until 2018, after which a much thicker SAW layer was again observed north of the Faroe slope and along the Norwegian slope.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>SAW from the Icelandic tongue. <bold>(A)</bold> Spatio-temporal changes in SAW thickness (see blue color scale) in the greater Norwegian Sea (which includes eastern parts of the Iceland Sea and the Faroe-Shetland Channel). <bold>(B)</bold> Indicators of SAW volume at Section N (N) at the north of the Faroes and the Svin&#xf8;y section (SS) at the Norwegian slope (see <xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>). Subarctic and Atlantic periods are emphasized.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1662766-g003.tif">
<alt-text content-type="machine-generated">Panel A consists of multiple maps showing SAW (Subarctic Atlantic Water) thickness from 1995 to 2024, with variations indicated in different shades of blue to purple. Panel B is a line graph illustrating SAW proxy records over time from 1970 to 2025, with two lines representing Section N (black) and Svin&#xf8;y Section (SS) (blue). Subarctic and Atlantic phases are marked on the graph.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_2_2">
<label>3.2.2</label>
<title>Sectional view: Atlantic and Subarctic periods</title>
<p>The SAW proxy record from north of the Faroes (Section N, updated from <xref ref-type="bibr" rid="B27">Kristiansen et&#xa0;al., 2019</xref>) confirms that the eastward flow of SAW increased after 2017 (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>). This increase was steep, and the SAW volume in the 2020s reached values matching the highest levels of the 1990s. The SAW proxy record from the Norwegian slope (Svin&#xf8;y section) closely follows the development at Section N (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>) (<italic>r</italic>&#xa0;=&#xa0;0.73, <italic>p</italic>&#xa0;&lt;&#xa0;0.001, zero lag). The post-2017 increase was also dramatic in this more eastern location, and appears to have lagged behind Section N by about a year. The longer record available from the Svin&#xf8;y section shows that the SAW volume in the southern Norwegian Sea was likely highest in the late 1970s, declined to very low values in 1987-1990, increased rapidly in the early 1990s, and remained high until 2002 (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3</bold></xref>). It dropped, as evident in the spatial view (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3A</bold></xref>) in 2003 and remained low until the aforementioned rapid post-2017 increase. We hereafter use the longer record from the Svin&#xf8;y Section as a SAW indicator. Periods with this SAW indicator above/below average are referred to as Subarctic/Atlantic periods (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>).</p>
</sec>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Calanoid copepod abundances</title>
<p>To recapitulate the findings from <xref ref-type="bibr" rid="B27">Kristiansen et&#xa0;al. (2019)</xref> and <xref ref-type="bibr" rid="B41">Skagseth et&#xa0;al. (2022)</xref>, high abundances of subarctic copepods during the 1990s and early 2000s were associated with high SAW volumes (a <italic>Subarctic period</italic>) and low copepod abundances were associated with the <italic>Atlantic period</italic> (2004-2014). A marked increase in both overwintered <italic>C. finmarchicu</italic>s (in 2021) and <italic>C. hyperboreus</italic> (in 2022) at Section N, followed the post-2017 SAW increase, and especially the very large SAW volumes in 2021-2022 (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>). Note that the SAW volume at Section N peaked in 2021 (<xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3</bold></xref>), one year before the peak at the Svin&#xf8;y section (<xref ref-type="fig" rid="f3"><bold>Figures&#xa0;3</bold></xref>, <xref ref-type="fig" rid="f4"><bold>4</bold></xref>). The zooplankton abundances actually exceeded the high levels of the 1990s. This therefore supports the hypothesis proposed by <xref ref-type="bibr" rid="B27">Kristiansen et&#xa0;al. (2019)</xref>, and shows that the early 2020s can likely be categorized as a second Subarctic period.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>SAW volume in the southern Norwegian Sea and oceanic zooplankton, represented by the abundance of the subarctic calanoid copepods <italic>C. finmarchicus</italic> (large stages) and <italic>C. hyperboreus</italic> at the subarctic (northern) flank of Section N, in May.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1662766-g004.tif">
<alt-text content-type="machine-generated">Line graph depicting zooplankton normalized values from 1970 to 2025. The blue line represents the SAW Svin&#xf8;y Section, the yellow line represents C. finmarchicus (N), and the purple line represents C. hyperboreus (N). The graph shows fluctuating trends with noticeable peaks in the early 1990s and sharp increases post-2015.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Cod on the Faroe shelf</title>
<sec id="s3_4_1">
<label>3.4.1</label>
<title>Recruitment</title>
<p>Peaks in cod recruitment (# 1-yr-old) occurring at 6- to 10-year intervals are clearly linked to peaks in the 0-group length index (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5A</bold></xref>), which represent the biological production on the Faroe shelf (<xref ref-type="bibr" rid="B24">Jacobsen et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B36">Olsen et&#xa0;al., 2025</xref>). The recruitment peaks in 1973-1974, 1994, 2000, 2009, and 2017 align precisely, while the recruitment peak in 1982 precedes the 0-group peak by a year, and the small recruitment peak in 1988 follows the 0-group peak by a year (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5A</bold></xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>The Faroe cod stock and ecological drivers. <bold>(A)</bold> Cod recruitment (red line), the 0-group length index (black) and the SAW volume at the Svin&#xf8;y section (c.f. <xref ref-type="fig" rid="f3"><bold>Figure&#xa0;3B</bold></xref>), divided into Subarctic (blue shades) and Atlantic periods (red shades), based on a selected empirical threshold. Green and red dots emphasize high and low recruitment peaks, respectively. <bold>(B)</bold> Cod biomass (red) and the SAW volume (blue). The timing of cod recruitment peaks is emphasized with vertical dashed lines, in both panels. The question mark in the 2020s refers to the discussed event of a small cod stock, despite the recent subarctic conditions.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1662766-g005.tif">
<alt-text content-type="machine-generated">Two line graphs labeled A and B compare various metrics from 1970 to 2025. Graph A shows black and orange lines representing the 0-group length index and cod recruitment, with highlighted high and low peaks. Shaded areas indicate Atlantic and Subarctic regions. Graph B displays blue and orange lines for SAW volume and cod biomass, respectively. Both graphs use normalized values.</alt-text>
</graphic>
</fig>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Attendance of guillemots in the Faroe Islands against: <bold>(A)</bold> the Faroe cod biomass and <bold>(B)</bold> the SAW volume indicator from the Svin&#xf8;y section.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1662766-g006.tif">
<alt-text content-type="machine-generated">Line graph A shows normalized values from 1970 to 2025, comparing Cod biomass (orange line) and Guillemots (black line). Line graph B presents normalized values from 1970 to 2025, comparing SAW volume (blue line) and Guillemots (black line). Both graphs illustrate fluctuations and trends over time with varying peaks and declines.</alt-text>
</graphic>
</fig>
<p>However, the recruitment peak magnitudes vary much more than the peaks in the 0-group length index. The high recruitment peak in 1982 coincided with large volumes of SAW, and the high peaks in 1994 and 2000 were preceded by peaks in SAW volume in the previous years (1993 and 1999, respectively). The three low peaks in 1988, 2009, and 2017 correspond to Atlantic periods with low SAW volumes (<xref ref-type="table" rid="T1"><bold>Table&#xa0;1</bold></xref>). The year 1979, with very large SAW volumes, resulted in a low recruitment peak, although the 0-group length index was very low (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5A</bold></xref>). These findings qualitatively support our theoretical framework (visual assessment), except for the 2020s increase in SAW volume and recently elevated 0-group length index (2023-2024), that is not yet evident in the cod recruitment estimates (which are relatively uncertain for recent years, see Discussion).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Qualitative assessment of the theoretical framework.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">O-group length index Peak year</th>
<th valign="middle" align="center">Period(Subarctic/Atlantic)</th>
<th valign="middle" align="center">Cod recruitment Peak size</th>
<th valign="middle" align="center">Qualitatively Supported? (Yes/No)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">1974</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">1979 (no peak)</td>
<td valign="middle" align="center">Subarctic</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">&#x2013;</td>
</tr>
<tr>
<td valign="middle" align="center">1984</td>
<td valign="middle" align="center">Subarctic</td>
<td valign="middle" align="center">High (1983)</td>
<td valign="middle" align="center">Yes</td>
</tr>
<tr>
<td valign="middle" align="center">1987</td>
<td valign="middle" align="center">Atlantic</td>
<td valign="middle" align="center">Low (1988)</td>
<td valign="middle" align="center">Yes</td>
</tr>
<tr>
<td valign="middle" align="center">1994</td>
<td valign="middle" align="center">Subarctic</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Yes</td>
</tr>
<tr>
<td valign="middle" align="center">2000</td>
<td valign="middle" align="center">Subarctic</td>
<td valign="middle" align="center">High</td>
<td valign="middle" align="center">Yes</td>
</tr>
<tr>
<td valign="middle" align="center">2009</td>
<td valign="middle" align="center">Atlantic</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">Yes</td>
</tr>
<tr>
<td valign="middle" align="center">2017</td>
<td valign="middle" align="center">Atlantic</td>
<td valign="middle" align="center">Low</td>
<td valign="middle" align="center">Yes</td>
</tr>
<tr>
<td valign="middle" align="center">2024</td>
<td valign="middle" align="center">Subarctic</td>
<td valign="middle" align="center">Very low</td>
<td valign="middle" align="center">No</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>This framework states that high recruitment requires both a high 0-group length index (proxy for strong on-shelf production) and a large SAW volume (proxy for off-shelf food abundance). Determination of peak years is described in Section 2.3.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_4_2">
<label>3.4.2</label>
<title>Biomass</title>
<p>Strong recruitment peaks lead to peaks in total cod biomass after a lag of 1-3 years (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5B</bold></xref>). The biomass declined rapidly after these peaks, and the lack of strong recruitment peaks in the late 1980s and after the early 2000s resulted in strong declines in cod biomass in the late 1980s/early 1990s and after 2004. Although direct correlations between cod biomass and SAW volume are not high (<italic>r</italic>&#xa0;=&#xa0;0.40, <italic>p</italic>&#xa0;=&#xa0;0.01, at 1-year lag. Potential lags: 0-2 years, SAW volume leading), high SAW volumes (Subarctic periods) are associated with large biomasses, while low SAW volumes (Atlantic periods) correspond to reduced biomasses. The only exception occurs in the 2020s, when the SAW volume has been very high, while the cod stock has remained very small.</p>
</sec>
</sec>
<sec id="s3_5">
<label>3.5</label>
<title>Guillemots</title>
<p>The biomass of the Faroe cod stock and the attendance of guillemots, proxied by the counts at H&#xf8;vdin, have correlated during the last half century (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6A</bold></xref>) (<italic>r</italic>&#xa0;=&#xa0;0.66, <italic>p</italic>&#xa0;&lt;&#xa0;0.001, at 0-year lag). A clear negative trend exists in both records, primarily induced by the marked cod and guillemot declines during the late 1980s and early 2000s (<xref ref-type="bibr" rid="B36">Olsen et&#xa0;al., 2025</xref>). Peaks in guillemot attendance roughly coincide with cod recruitment peaks, which lead the cod stock size. The guillemot attendance follows the volume of SAW from the late 1970s to immediately before the post-2017 increase (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6B</bold></xref>) (<italic>r</italic>&#xa0;=&#xa0;0.66, <italic>p</italic>&#xa0;&lt;&#xa0;0.001, at 0-year lag). The 1970s-to-1990 and early 2000s declines, and the 1990s increase are evident in both records, and even shorter-term variability aligns; e.g. a &#x2018;plateau&#x2019; during the early 1980s and peaks around 1993-1995, 1999-2000, and 2008-2009. However, there exists a strong contrast during the 2020s, when guillemot counts remained very low despite the SAW increase, comparable to the cod stock (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5B</bold></xref>). Including the 2020s, the correlation drops to 0.45 (<italic>p</italic>&#xa0;=&#xa0;0.01).</p>
</sec>
<sec id="s3_6">
<label>3.6</label>
<title>Cod on the Faroe Bank</title>
<p>The cod stock on the Faroe Bank, located immediately west of the Faroe Plateau (<xref ref-type="fig" rid="f1"><bold>Figure&#xa0;1</bold></xref>), is included to provide a broader spatial perspective. The cod stock size, here proxied by the CPUE of cod in both March and September show increases in the 2020s (<xref ref-type="fig" rid="f7"><bold>Figure&#xa0;7</bold></xref>). The March records shot up in 2020, while the September record soared in 2021. The apparent link to the SAW volume record has also persisted back in time, with low and declining CPUE during the late 1980s, high CPUEs in the late 1990s and early 2000s, and a rapid drop after 2003.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>The cod stock size on the Faroe Bank, proxied by the Catch Per Unit Effort (CPUE) in March and September, respectively, and the SAW volume indicator from the Svin&#xf8;y section.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1662766-g007.tif">
<alt-text content-type="machine-generated">Line graph showing normalized values from 1970 to 2025 for SAW volume (Svin&#xf8;y Section) and CPUE in March and September. SAW volume peaks around 1975 and 1995, while CPUE shows a sharp increase after 2020.</alt-text>
</graphic>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<p>Acknowledging that fishery and hunting impact Faroe cod stock size and Faroese guillemot abundance, respectively, we explore a bottom-up perspective in this study. Our aim is to introduce a new theoretical framework, that biomass of higher trophic levels on the Faroe shelf is influenced by both on-shelf production and the import of off-shelf food resources. The data presented support the validity of this perspective, although our aim is not to provide definite conclusions. We encourage the development of more specific, testable hypotheses, that build on this framework.</p>
<p>The off-shelf food resources are in this framework related to the volume of SAW in Faroese waters, derived from both the SPG and the Icelandic tongue. In this initial presentation, we mainly focused on SAW from the Icelandic tongue, while the 0-group length index serves as the on-shelf production indicator. Despite this oversimplification, the framework can qualitatively describe three key aspects of the Faroe ecosystem: variability in Faroe shelf cod stock recruitment, biomass development of both the Faroe shelf and Faroe Bank cod stocks, and guillemot attendance at Faroese seabird cliffs. We acknowledge, however, that a realistic representation of stock development for cod and guillemots must involve top-down pressures (including fishery and hunting) and likely several environmental drivers not included here, for example declining silicate levels (<xref ref-type="bibr" rid="B12">H&#xe1;t&#xfa;n et&#xa0;al., 2017</xref>), increasing temperature and regional/local processes.</p>
<p>We show that a rapid &#x2018;subarctification&#x2019; in the southern Norwegian Sea in the 2020s resulted in a dramatic increase in subarctic zooplankton abundance north of the Faroes in May, which supports the previous hypothesis (<xref ref-type="bibr" rid="B27">Kristiansen et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B41">Skagseth et&#xa0;al., 2022</xref>) that a variable influx from the Icelandic tongue regulates the zooplankton community in the southern Norwegian Sea. Our SAW volume indicator therefore likely represents fundamental aspects of the marine environment and ecosystems in these waters. It should be noted that the total zooplankton dry weights at the north of the Faroes (Section N) in May increased more gradually than the copepod counts (<xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref> and <xref ref-type="supplementary-material" rid="SM1"><bold>Figure S2</bold></xref>, in the SOI). Since dry weight is used as an indicator for the Norwegian Sea (<ext-link ext-link-type="uri" xlink:href="https://www.ices.dk/community/groups/Pages/WGINOR.aspx">https://www.ices.dk/community/groups/Pages/WGINOR.aspx</ext-link>), the causes of this discrepancy should be further investigated.</p>
<p>Our new theoretical framework can, in a mechanistic way, explain why seemingly favorable on-shelf conditions do not always translate to high adult cod stock numbers. The weaker-than-expected cod recruitment peaks (1987-1988, 2008-2009 and 2016-2017) coincided with Atlantic conditions, characterized by small SAW volume and, by inference, limited ocean-to-shelf food supply throughout the year.</p>
<p>The tight synchrony between the cod recruitment record (#1-year-olds) and the 0-group length index suggests that the feeding conditions of 1-year old cod are a bottleneck for recruitment to the adult stock. The 0-group length index is composed of data from the cod, haddock, Norway pout and sandeel stocks, where the sandeel biomass likely plays a critical trophic role. Predation from cod on the other species, including cannibalism, should however also be considered. The high recruitment peaks in 1994 and 2000 were preceded by both very high SAW volumes (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5A</bold></xref>), and by increased numbers of juvenile cod the year before (i.e., 1993 and 1999; see <xref ref-type="bibr" rid="B36">Olsen et&#xa0;al. (2025)</xref>, their <xref ref-type="fig" rid="f4"><bold>Figure&#xa0;4</bold></xref>). The high recruitment peak in 1983 was also preceded by high numbers of juveniles, while the SAW volume coincided; the SAW peak occurred in 1983 and was at near average values in 1982 (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5A</bold></xref>). Our knowledge of the first year of Faroe cod is limited by data scarcity, and the trophic pathways of how onto-shelf advection can impact cod&#x2019;s living conditions through their first year are manifold, including hydrographic conditions, fluxes of nutrients, zooplankton and higher trophic level biomass. The presented results suggest that this first preconditioning year is associated with intensifying influence from the SPG (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>) and/or the Icelandic tongue (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>), and the following bottleneck year coincides with maximum influence from these SAW sources. Guillemots are known for their ability to dive deep (up to 150-200 meters) to catch prey, making them efficient marine hunters, but their prey size is generally limited to smaller fish species (e.g., sandeel, capelin (<italic>Mallotus villosus</italic>) and juvenile cod; <xref ref-type="bibr" rid="B38">Piatt and Nettleship, 1985</xref>). This seabird species feeds both on and off the Faroe shelf (<xref ref-type="bibr" rid="B36">Olsen et&#xa0;al., 2025</xref>), and thus also over regions directly influenced by the SAW. However, elaborating on this bottom-up trophic cascade is beyond the scope of the present work.</p>
<p>Although the SAW volume indicator and cod biomass are not strongly correlated, they share important characteristics; low SAW volumes and low recruitment peaks quickly resulted in major declines in the cod stock biomass in the late 1980s and after 2000. Excluding the 2020s peaks in the SAW volume, both series clearly show a negative trend, and it is evident that Subarctic periods have historically led to higher biomasses, while Atlantic periods result in reduced biomasses.</p>
<p>Furthermore, a correlation between cod biomass and guillemot attendance in the Faroes enables us to use the guillemot record as an assessment-independent indicator for the cod stock. A major decline in Faroe guillemot attendance, which started in the 1960s (<xref ref-type="bibr" rid="B36">Olsen et&#xa0;al., 2025</xref>), has continued since the early 1970s, with significant decreases in the late 1980s and early 2000s (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6</bold></xref>), and <xref ref-type="bibr" rid="B36">Olsen et&#xa0;al. (2025)</xref> discussed both drops in light of reduced winter convection in the Labrador-Irminger Seas, a weakened subpolar gyre and reduced silicate levels and krill abundance in large parts of the subpolar North Atlantic. Regarding the early 2000s drop. <xref ref-type="bibr" rid="B36">Olsen et&#xa0;al. (2025)</xref> furthermore mentioned the concurrent reduction in SAW volume from the Icelandic tongue. Our findings strengthen the proposition of a link between the guillemot numbers and the SAW volume, which even could help explain persistent guillemot decline from the 1970s to 1990 (<xref ref-type="fig" rid="f6"><bold>Figure&#xa0;6B</bold></xref>).</p>
<p>Excessive fishing and bird hunting pressure have certainly contributed to the cod and guillemot declines, but these cannot account for the increased guillemot attendances during the 1990s and the peak in 2008-2009, nor the good cod recruitment during the decade 1995-2005. This suggests that our new bottom-up perspective should be considered as well, and that this could contribute to more rational management of these resources.</p>
<p>Counterintuitive to our framework is that the Faroe shelf cod stock and guillemot attendance have apparently not reacted to the 2020s increase in SAW volume and increased abundance of oceanic subarctic copepods. However, this 2020s discrepancy does not necessarily invalidate our new theoretical framework. Signs of Faroe Bank cod recovery were already evident by 2019, when groundfish surveys began detecting an increase in the stock biomass (<xref ref-type="bibr" rid="B22">ICES, 2024</xref>). This stock has since surpassed the previously observed peaks of the 1990s and early 2000s (<xref ref-type="bibr" rid="B22">ICES, 2024</xref>). Age structure analyses indicate that this recovery is largely driven by strong year classes from 2015&#x2013;2018 (Salter et&#xa0;al., in prep.), though this cohort was not clearly reflected in survey estimates until after 2019, possibly due to underrepresentation of younger ages in survey. The rapid decline of cod biomass on the Faroe Bank in the early 2000s was likely caused by a combination of excessive fishing pressure and decreased  SAW volume. And between 2008 and 2021, the Faroe Bank (&lt; 200 m) was entirely closed to commercial fishing, with the exception of a limited longline fishery.</p>
<p>Relationships between the 0-group length index, the SAW volume and haddock recruitment are similar to the cod linkages back to the late 1970s (<xref ref-type="supplementary-material" rid="SM1"><bold>Figure S3</bold></xref>). And the Faroe shelf haddock recruitment did indeed improve during the Faroe shelf production peak in 2016-2017, and the biomasses of both the Faroe shelf and the Faroe Bank haddock biomass increased after the 2016-2017 event and especially into the 2020s (<xref ref-type="supplementary-material" rid="SM1"><bold>Figures S3, S4</bold></xref>). Furthermore, some seabird species have experienced improved conditions on the Faroe shelf after 2015 [e.g. Faroe puffins (<italic>Fratercula arctica</italic>) and kittiwakes (<italic>Rissa tridactyla</italic>); (<xref ref-type="bibr" rid="B36">Olsen et&#xa0;al., 2025</xref>)].</p>
<p>Based on the rapid intensification of the SPG after 2015 (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>, and see <xref ref-type="bibr" rid="B13">H&#xe1;t&#xfa;n and Chafik, 2018</xref>), and its potential to increase ocean-to-shelf fluxes of nutrients (<xref ref-type="bibr" rid="B8">Eliasen et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B15">H&#xe1;t&#xfa;n et&#xa0;al., 2022a</xref>) and zooplankton (<xref ref-type="bibr" rid="B25">Jacobsen et&#xa0;al., 2025</xref>, <xref ref-type="bibr" rid="B23">2022</xref>, <xref ref-type="bibr" rid="B25">2019</xref>), <xref ref-type="bibr" rid="B16">H&#xe1;t&#xfa;n et&#xa0;al. (2016)</xref> anticipated increased biological productivity on the shelves adjacent to the SPG after 2014. The biological signals observed on the Faroe Bank and Faroe shelf support this projection. Similar to the linkage between SPG dynamics and zooplankton biomass on the south Iceland shelf (<xref ref-type="bibr" rid="B16">H&#xe1;t&#xfa;n et&#xa0;al., 2016</xref>), we suggest that the correlation between peaks in the gyre index and the 0-group length index (<xref ref-type="fig" rid="f2"><bold>Figures&#xa0;2</bold></xref>, <xref ref-type="fig" rid="f5"><bold>5</bold></xref>) could strengthen a causal understanding of the Faroe shelf production peaks.</p>
<p>The Faroe Bank is most directly impacted by the SPG, while the relative influence of SAW from the SPG and the Icelandic tongue, respectively, on the Faroe shelf is more difficult to disentangle. Our metrics of SAW from these two sources may not be completely independent. The SPG regulates the water properties in the Atlantic inflows, both those flowing past the Faroe Plateau [<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref> and <xref ref-type="bibr" rid="B29">Larsen et&#xa0;al. (2012)</xref>] and those flowing north through the Denmark Strait (<xref ref-type="bibr" rid="B18">H&#xe1;t&#xfa;n et&#xa0;al., 2005</xref>). When diluted by variable winter convection and mixing between Atlantic and polar water masses north of Iceland (<xref ref-type="bibr" rid="B30">Malmberg and Valdimarsson, 2003</xref>), a lagged SPG-induced hydrographic signal could reach the Icelandic tongue and even become integrated into our SAW volume indicator (which is based on temperature and salinity thresholds, Section 2.1.2). However, our SAW volume indicator primarily represents the amount of Icelandic tongue water reaching the Faroe slope, which is regulated by regional processes, such as the Norwegian Sea gyre circulation (<xref ref-type="bibr" rid="B14">H&#xe1;t&#xfa;n et&#xa0;al., 2021</xref>).</p>
<p>The amount of drift-ice exported south through the Fram Strait and transported in the East Greenland Current declined after 2003 (<xref ref-type="bibr" rid="B43">Sumata et al., 2023</xref>), and virtually disappeared after 2015, which led to an ecological regime shift in slope areas of southeastern Greenland (<xref ref-type="bibr" rid="B20">Heide-J&#xf8;rgensen et&#xa0;al., 2023</xref>). A recent study, however, shows a marked increase in southward freshwater fluxes from the Fram Strait in 2020 (de Steur, personal communication), and the sea-ice cover farther south has increased thereafter. While <xref ref-type="bibr" rid="B3">Dickson et&#xa0;al. (1988)</xref> linked such &#x2018;Great Salinity Anomalies&#x2019; (reduced salinity) to reduced biological production north of Iceland, we suggest that such anomalies can contribute to increased SAW volumes, and associated increased biological production, in Faroese waters.</p>
<p>So why have the Faroe shelf cod stock and the guillemot colonies not increased again in the 2020s? A first plausible explanation is that intense fishery has reduced this cod stock to levels too low for recovery, consequently impacting the guillemot population more severely than other seabird species (such as puffins and kittiwakes). The fishing ban on the Faroe Bank in 2008, and the Faroe Bank cod recovery after 2015, support this explanation. A second reason is that the total volume of SAW surrounding the Faroe shelf might be less than apparent from the SAW indicator from the Icelandic tongue alone, since the SPG weakened again after 2016 (<xref ref-type="fig" rid="f2"><bold>Figure&#xa0;2</bold></xref>). A third cause could be found in other environmental drivers beyond the SAW volume from the Icelandic tongue and the SPG, for example the long-term decline in pre-bloom silicate concentrations in the Atlantic water passing the Faroe Plateau (<xref ref-type="bibr" rid="B15">H&#xe1;t&#xfa;n et&#xa0;al., 2022a</xref>, <xref ref-type="bibr" rid="B12">2017</xref>), may have impacted the cod-guillemot trophic pathway more severely than it did other trophic paths. Although marine scientists often, too one-sidedly, associate environmental drivers with seawater temperature (<xref ref-type="bibr" rid="B6">Edwards et&#xa0;al., 2021</xref>), we do not consider temperature as the sole driver of the discussed trends. While the unproductive Atlantic period (2004-2014) was associated with high temperatures, the highly productive period of the late 1950s-early 1960s experienced comparably high temperatures (<xref ref-type="bibr" rid="B28">Larsen et&#xa0;al., 2008</xref>). Correlations between the presented biological time series and temperature are, furthermore, not significant. A fourth possibility is that an anticipated increase in cod recruitment has indeed taken place around 2023-2024, but this remains not yet evident in the assessment records, given that the cod recruitment estimate is uncertain for the most recent 2-3 years (<xref ref-type="bibr" rid="B1">Beverton and Holt, 1993</xref>). Under this scenario, we should expect an increase in cod biomass and guillemot attendance during the coming year(s).</p>
<p>Similar conditions to the early 2020s occurred in the early 1990s; SAW volume reached a high level in 1993, followed by high on-shelf production (proxied by the 0-group length index) in 1994 (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5</bold></xref>). Cod, spawned in 1993, recruited very well in 1994, and cod biomass rose from 1991 levels, which were comparable to current very low estimates, to very high values in already 1995 and 1996 (<xref ref-type="fig" rid="f5"><bold>Figure&#xa0;5B</bold></xref>). Notably, due to poor fishery in the late 1980s-early 1990s, the Faroe Islands went bankrupt and the fishing fleet was largely dismantled in the early 1990s, resulting in very low fishing pressure (<xref ref-type="bibr" rid="B22">ICES, 2024</xref>), which likely has helped this rapid recovery. The 1990s experienced major fisheries management challenges and deteriorated trust between fishing industry and the scientific community, which underscores the critically importance of closely monitoring the present ecological development in Faroese waters. Our framework could potentially also help understanding trends in neighboring shelf ecosystems.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusions</title>
<p>Ecological changes on the Faroe shelf have previously been discussed in relation to primary production on this shelf. These earlier studies provided foundational insights into the ecosystem&#x2019;s dynamics, and their explanation model primarily explains the marked production peaks, recurring in this system at 6- to 10-year intervals. By including oceanic food abundance, represented by the volume of subarctic water masses around the Faroe Plateau, our new theoretical framework enables the explanation of longer-term trends that also characterize this ecosystem. This expanded approach offers a more comprehensive understanding of the ecosystem&#x2019;s complex temporal dynamics, and can support improved management of marine resources. Multiple hypothesis inference could be a strategy to get closer to a truly evidence-based understanding of the drivers of the Faroe shelf ecosystem. This would involve formulating statistical models that are related to different hypotheses, which could be evaluated, ranked, and some rejected. A priority area of research enabling this approach should be on how advection of nutrients and prey from the open ocean subsidize local production, both on the Faroe shelf and on the Faroe Bank. Key questions are: what is advected, where (both geographically and vertically in the water column), during which season, and how does this vary between years? What are the relative roles of seawater temperature per se, local primary production, and the onto-shelf nutrient and food advection, respectively?</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions in the study are included in the article/<xref ref-type="supplementary-material" rid="SM1"><bold>Supplementary material (Table S1)</bold></xref>. Further inquiries can be directed to the corresponding author/s.</p></sec>
<sec id="s7" sec-type="ethics-statement">
<title>Ethics statement</title>
<p>The study involves bird counts (from a distance), and data from fisheries. An ethical approval for this activity is not required in the Faroe Islands.</p></sec>
<sec id="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>HH: Writing &#x2013; original draft, Visualization, Conceptualization, Writing &#x2013; review &amp; editing, Methodology. JD: Data curation, Writing &#x2013; review &amp; editing. BO: Resources, Writing &#x2013; review &amp; editing, Data curation. SJ: Visualization, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing, Conceptualization, Data curation, Methodology. HV: Conceptualization, Data curation, Writing &#x2013; review &amp; editing. IK: Visualization, Writing &#x2013; review &amp; editing, Data curation. KL: Data curation, Resources, Writing &#x2013; review &amp; editing, Funding acquisition. EG: Writing &#x2013; review &amp; editing, Data curation. IS: Validation, Methodology, Writing &#x2013; review &amp; editing. PS: Data curation, Writing &#x2013; review &amp; editing, Methodology, Resources. KM: Visualization, Data curation, Writing &#x2013; review &amp; editing, Resources.</p></sec>
<ack>
<title>Acknowledgments</title>
<p>The current and previous research staff of the Faroes Marine Research Institute (FAMRI) and the Marine Research Institute (IMR), including the crew aboard the research vessels, are also acknowledged for their dedicated field data collection. We thank Regin Olsen for performing the guillemot counts since 2017, and for proofreading.</p>
</ack>
<sec id="s10" 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="s11" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec id="s12" 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="s13" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2025.1662766/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2025.1662766/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet1.pdf" id="SM1" mimetype="application/pdf"/></sec>
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<fn id="n1" fn-type="custom" custom-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1293404">Francisco Mach&#xed;n</ext-link>, University of Las Palmas de Gran Canaria, Spain</p></fn>
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