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  <front>
    <journal-meta><journal-id journal-id-type="publisher">BG</journal-id><journal-title-group>
    <journal-title>Biogeosciences</journal-title>
    <abbrev-journal-title abbrev-type="publisher">BG</abbrev-journal-title><abbrev-journal-title abbrev-type="nlm-ta">Biogeosciences</abbrev-journal-title>
  </journal-title-group><issn pub-type="epub">1726-4189</issn><publisher>
    <publisher-name>Copernicus Publications</publisher-name>
    <publisher-loc>Göttingen, Germany</publisher-loc>
  </publisher></journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.5194/bg-23-2847-2026</article-id><title-group><article-title>Environmental and habitat controls on non-marine ostracod distribution in Greenlandic Arctic lakes</article-title><alt-title>Environmental and habitat controls on non-marine ostracod distribution</alt-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1">
          <name><surname>Roberts</surname><given-names>Lucy R.</given-names></name>
          <email>lucy.roberts@ucl.ac.uk</email>
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2 aff3 aff4">
          <name><surname>McGowan</surname><given-names>Suzanne</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff5">
          <name><surname>Burson</surname><given-names>Amanda</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Holmes</surname><given-names>Jonathan A.</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff6">
          <name><surname>Horne</surname><given-names>David J.</given-names></name>
          
        </contrib>
        <aff id="aff1"><label>1</label><institution>Environmental Change Research Centre, Department of Geography, University College London, Gower Street,  London, WC1E 6BT, UK</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Department of Aquatic Ecology, Netherlands Institute of Ecology, Droevendaalsesteeg 10,  6708PB Wageningen, the Netherlands</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>Department of Biology, University of Utrecht, Postbus 80125, 3508 TC Utrecht, the Netherlands</institution>
        </aff>
        <aff id="aff4"><label>4</label><institution>Department of Physical Geography, University of Utrecht, Postbus 80125, 3508 TC Utrecht, the Netherlands</institution>
        </aff>
        <aff id="aff5"><label>5</label><institution>British Antarctic Survey, Natural Environment Research Council, High Cross, Madingley Road, Cambridge, CB3 0ET, UK</institution>
        </aff>
        <aff id="aff6"><label>6</label><institution>School of Geography, Queen Mary University of London, Mile End Road, E1 4NS, London, UK</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Lucy R. Roberts (lucy.roberts@ucl.ac.uk)</corresp></author-notes><pub-date><day>24</day><month>April</month><year>2026</year></pub-date>
      
      <volume>23</volume>
      <issue>8</issue>
      <fpage>2847</fpage><lpage>2863</lpage>
      <history>
        <date date-type="received"><day>9</day><month>December</month><year>2025</year></date>
           <date date-type="rev-request"><day>6</day><month>January</month><year>2026</year></date>
           <date date-type="rev-recd"><day>25</day><month>March</month><year>2026</year></date>
           <date date-type="accepted"><day>9</day><month>April</month><year>2026</year></date>
      </history>
      <permissions>
        <copyright-statement>Copyright: © 2026 Lucy R. Roberts et al.</copyright-statement>
        <copyright-year>2026</copyright-year>
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://bg.copernicus.org/articles/23/2847/2026/bg-23-2847-2026.html">This article is available from https://bg.copernicus.org/articles/23/2847/2026/bg-23-2847-2026.html</self-uri><self-uri xlink:href="https://bg.copernicus.org/articles/23/2847/2026/bg-23-2847-2026.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/23/2847/2026/bg-23-2847-2026.pdf</self-uri>
      <abstract><title>Abstract</title>

      <p id="d2e156">The Arctic is warming almost four times faster than the global average. Lakes in the Arctic are a prominent feature of the landscape and are consequently undergoing limnological and ecological change such as shifts in algal productivity, water column mixing depths, and ice persistence. Most recently, the nutrient-colour paradigm has been associated with extensive loss of benthic habitat. Ostracods (small aquatic crustaceans) are a significant contributor to the benthic biomass of shallow to mid-depth lakes (&lt; 20 m) and there is great potential to use fossil ostracods to reconstruct past environmental change and predict future ecosystem states in these lake-rich regions. However, relative to mid-latitude regions, little is known of the ecological traits of ostracods in the Arctic. Here we present the first systematic survey of ostracod species and ecological preferences for the Kangerlussuaq region of southwest Greenland, the largest ice-free margin of Greenland. Twenty-four lakes (&lt; 16 m deep) were surveyed in July 2021 in a SW-NE gradient from the Greenland Ice Sheet. Electrical conductivity in the lakes ranged from 0.01 to 4.1 mS cm<sup>−1</sup>. All lakes were ultra-oligotrophic to mesotrophic; soluble reactive phosphorus ranged from 1.9 to 49.7 <inline-formula><mml:math id="M2" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup> and nitrate concentrations from below detection limit to 12.3 <inline-formula><mml:math id="M4" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>. In total, thirteen species of ostracods were recorded across the study lakes. <italic>Candona candida</italic> is a generalist species in the Kangerlussuaq region, being present in deeper lakes and at the higher end of the bioavailable phosphorus and nitrate gradients. These traits suggest that <italic>C. candida </italic>will become abundant in the Greenlandic ostracod fauna, and potentially across the Arctic. For some species, particularly <italic>Cypris pubera</italic>, bioavailable nutrient concentrations are a dominant control on distribution. Nutrient status of water appears to be a significant control on ostracod presence and abundance and should be included in future ecological studies globally.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <label>1</label><title>Introduction</title>
      <p id="d2e234">Since 1979 CE, the Arctic has warmed almost four times faster than the global average (Rantanen et al., 2022). Changes to the physical environment are marked and ongoing, including permafrost thaw, retreating glaciers, reduced seasonal snow cover, increased river run off, longer ice-free periods both at sea and on lakes, and altered nutrient availability (Post et al., 2009; Box et al., 2019). Globally, in areas where temperature and solar radiation are increasing, and cloud cover is decreasing, seasonally ice-covered lakes are warming at an average summer surface temperature rate of 0.72 °C per decade (compared to an average lake warming of 0.34 °C per decade; O'Reilly et al., 2015).</p>
      <p id="d2e237">Lakes in the Arctic are, therefore, particularly at risk of ecological and limnological transformations (Woolway et al., 2022). With <inline-formula><mml:math id="M6" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">3.5</mml:mn></mml:mrow></mml:math></inline-formula> million lakes in the Arctic, they are prominent features in the landscape (Paltan et al., 2015). There are still significant knowledge gaps for many aspects of Arctic freshwater biodiversity (Saros et al., 2022) with much previous work focused on shifts in algal productivity related to increased and altered growing seasons owing to longer ice-free periods (e.g. Smol et al., 2005; Burpee and Saros, 2020). Longer periods of light penetration rapidly alter habitat structure, increasing primary productivity and lake mixing depths as heat is transferred deeper into the water column (Olsen et al., 2012). With greater mixing depths, there is a consequent expansion of the lake littoral zone to deeper areas of the lake and “benthification”, i.e the increase of benthic productivity (Saros et al., 2019).  Recent studies, however, have demonstrated that lakes have shifted from blue to brown (under the nutrient-colour paradigm) with higher nutrient concentrations (nitrogen (N) and phosphorus (P)) and a consequent extensive loss of benthic habitat due to light reduction (Saros et al., 2025).</p>
      <p id="d2e250">Viable benthic habitat in lakes has important implications for whole lake productivity and functioning. Benthic primary productivity is often equal to or greater than phytoplankton productivity in the pelagic zone, particularly in low productivity Arctic lakes, and zoobenthos productivity accounts for 42 % of whole-lake secondary productivity (Vadeboncoeur et al., 2002). In addition, the sublittoral zone, where there is high benthic biodiversity, is particularly vulnerable to changes in temperature, oxygen availability and light penetration (McGoff et al., 2013). Consequently, this might ultimately favour organisms with wide ecological and environmental tolerances. More pertinent, however, is that shifts in diversity of benthic organisms are most likely to record and characterise environmental changes.</p>
      <p id="d2e253">In shallow and mid-depth lakes (<inline-formula><mml:math id="M7" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">20</mml:mn></mml:mrow></mml:math></inline-formula> m), ostracods (small benthic or nektobenthic aquatic crustaceans) can be a significant contributor to the benthic biomass (e.g. Geiger, 1998; Rodríguez-Pérez and Baltanás, 2008). As both consumers and secondary producers, ostracods are an important component of the aquatic food web (Mesquita-Joanes et al., 2012). In addition to playing a vital role in the lake food web, non-marine ostracods are sensitive to a range of climatic and environmental conditions, including temperature (e.g. Horne, 2007), salinity (e.g. McCormack et al., 2019), pH (e.g. Wang et al., 2025), substrate (e.g. Higuti et al., 2010) and aquatic plant diversity and abundance (e.g. Frenzel et al., 2005). Consequently, fossil ostracod shells in lacustrine sediments are a commonly used indicator of climatic and environmental change in the Quaternary. However, insufficient knowledge of ecological preferences of species can lead to speculative or poorly constrained paleolimnological reconstructions (Greenway et al., 2024). This is of particular concern for studies in the Arctic since much of the ecological information known about ostracod species is based on present and past occurrence in mid-latitude regions. The difference in seasonality, ice persistence and occurrence, and daylight hours between the regions raises questions about the viability of transferring ecological traits. In Arctic environments the ecological niches and diversity of ostracods remain largely unknown (Schneider et al., 2016), particularly in Greenland (Smith and Horne, 2016). However, the Arctic, and particularly the benthic environment (e.g. Saros et al., 2025), is entering a new ecosystem state, which will not return to the previous state(s) within the next 100 years (AMAP, 2017). There is great potential to use palaeolimnology, and particularly ostracods, to reconstruct past environmental change and predict future ecosystem states in these lake-rich regions. There is, therefore, a pressing need to understand and characterise current environmental and habitat preferences of Arctic ostracod species to understand and interpret current, future and past change.</p>
      <p id="d2e267">Previous surveys of freshwater cladoceran, copepod and ostracod crustaceans in Greenland have sampled around 300 waterbodies (Poulsen, 1940; Røen, 1962, 1968, 1970, 1981) recording 13 ostracod species and one variety (Table 1). Palaeolimnological studies (Bennike, 2000) and Bennike et al. (2000, 2010) have recorded a further three species (Table 1), giving 16 species recorded in total. Here, we provide the first systematic survey of ostracod species and ecological preferences for the Kangerlussuaq region of southwest Greenland, the largest ice-free margin of Greenland with a landscape comprising <inline-formula><mml:math id="M8" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">20</mml:mn><mml:mspace linebreak="nobreak" width="0.125em"/><mml:mn mathvariant="normal">000</mml:mn></mml:mrow></mml:math></inline-formula> glacially-derived lakes, accounting for <inline-formula><mml:math id="M9" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">15</mml:mn></mml:mrow></mml:math></inline-formula> % of the land area (Anderson et al., 2009). This density of lakes extending a range of environmental conditions allows a space-for-time approach in determining the ecological preferences of ostracod species.</p>

<table-wrap id="T1"><label>Table 1</label><caption><p id="d2e296">List of freshwater ostracods recorded in Greenland by Poulsen (1940), Røen (1962, 1968, 1970, 1981), Bennike (2000) and Bennike et al. (2000, 2010) with updated nomenclature following Meisch et al. (2024).</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="2">
     <oasis:colspec colnum="1" colname="col1" align="justify" colwidth="6cm"/>
     <oasis:colspec colnum="2" colname="col2" align="justify" colwidth="2cm"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">Ostracod species</oasis:entry>
         <oasis:entry colname="col2" align="left">First recorded in Greenland by</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Cypris pubera</italic> (O.F. Müller, 1776)</oasis:entry>
         <oasis:entry colname="col2" align="left">Haberbosch (1916)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Eucypris affinis hirsuta</italic> (Fischer, 1851) <inline-formula><mml:math id="M10" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <italic>Bradleystrandesia reticulata </italic>(Zaddach, 1844)</oasis:entry>
         <oasis:entry colname="col2" align="left">Haberbosch (1916)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Eucypris virens</italic> (Jurine, 1820)</oasis:entry>
         <oasis:entry colname="col2" align="left">Alm (1914)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Cypris incongruens</italic> (Ramdohr, 1808) <inline-formula><mml:math id="M11" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <italic>Heterocypris incongruens</italic> (Ramdohr, 1808)</oasis:entry>
         <oasis:entry colname="col2" align="left">Alm (1914)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Prionocypris glacialis</italic> (Sars, 1890) <inline-formula><mml:math id="M12" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <italic>Tonnacypris glacialis</italic> (Sars, 1890)</oasis:entry>
         <oasis:entry colname="col2" align="left">Brehm (1911)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Prionocypris glacialis</italic> var. <italic>albida</italic> (Alm, 1914) <inline-formula><mml:math id="M13" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <italic>Tonnacypris glacialis</italic> var. <italic>albida</italic> (Alm, 1914)</oasis:entry>
         <oasis:entry colname="col2" align="left">Poulsen (1940)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Candona candida</italic> (O.F. Müller, 1776)</oasis:entry>
         <oasis:entry colname="col2" align="left">Alm (1914)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Candona lapponica</italic> (Ekman, 1908) <inline-formula><mml:math id="M14" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <italic>Fabaeformiscandona lapponica</italic> (Ekman, 1908)</oasis:entry>
         <oasis:entry colname="col2" align="left">Haberbosch (1916)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Candona groenlandica</italic> (Brehm, 1911) <inline-formula><mml:math id="M15" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <italic>Fabaeformiscandona</italic> <italic>groenlandica</italic> (Brehm, 1911)</oasis:entry>
         <oasis:entry colname="col2" align="left">Brehm (1911)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Candona rectangula</italic> (misspelling of <italic>rectangulata</italic>) (Alm, 1914) <inline-formula><mml:math id="M16" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> <italic>Fabaeformiscandona harmsworthi</italic> (Scott, 1899)</oasis:entry>
         <oasis:entry colname="col2" align="left">Alm (1914)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Candona subgibba</italic> (Sars, 1926)</oasis:entry>
         <oasis:entry colname="col2" align="left">Røen (1962)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Candona falcata</italic> (Alm, 1914)</oasis:entry>
         <oasis:entry colname="col2" align="left">Røen (1962)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Cypridopsis vidua </italic>(O.F. Müller, 1776)</oasis:entry>
         <oasis:entry colname="col2" align="left">Røen (1962)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Limnocythere sanctipatricii</italic> (Brady and Robertson, 1869)</oasis:entry>
         <oasis:entry colname="col2" align="left">Røen (1962)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Potamocypris parva</italic> (Schmidt, 1976)</oasis:entry>
         <oasis:entry colname="col2" align="left">Schmidt (1976)</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left"><italic>Ilyocypris bradyi </italic> (Sars, 1890)</oasis:entry>
         <oasis:entry colname="col2" align="left">Bennike (2000)</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1" align="left"><italic>Sarscypridopsis aculeata </italic>(Costa, 1847)</oasis:entry>
         <oasis:entry colname="col2" align="left">Bennike et al. (2000)</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

</sec>
<sec id="Ch1.S2">
  <label>2</label><title>Methods</title>
<sec id="Ch1.S2.SS1">
  <label>2.1</label><title>Study area</title>
      <p id="d2e609">Twenty-four lakes (Table 2) <inline-formula><mml:math id="M17" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">16</mml:mn></mml:mrow></mml:math></inline-formula> m deep in the Kangerlussuaq (67° 00<sup>′</sup> N, 50° 43<sup>′</sup>20<sup>′</sup><sup>′</sup> W) region located 0.4 to 48.3 km from the Greenland ice sheet (GrIS; Fig. 1) were sampled in July 2021. The transect characterised expected spatial trends in environmental and limnological conditions (e.g. glacial inflow versus aridity, depth, size) in the region. The bedrock of the area is Precambrian gneiss. The study lakes are predominantly hydrologically isolated with no inflows and negligible input from groundwater or snowmelt (Anderson and Brodersen, 2001; Johansson et al., 2015), except those close to the GrIS, which are, in some circumstances, glacially fed (Burpee et al., 2018). The lakes furthest from the GrIS in Kellyville (Fig. 1) are oligohaline due to low precipitation, high rates of evaporation and locally derived salts (primarily an aeolian input). Annual precipitation is low (<inline-formula><mml:math id="M22" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">250</mml:mn></mml:mrow></mml:math></inline-formula> mm y<sup>−1</sup>; Mernild et al., 2018; Box et al., 2023) and the mean annual temperature between 1961 to 1990 was <inline-formula><mml:math id="M24" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>5.7 °C (DMI, 2026). For the period July 2020 to July 2021, mean annual temperature was <inline-formula><mml:math id="M25" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>2.2 °C with a maximum of 21 °C and a minimum of <inline-formula><mml:math id="M26" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>34.6 °C. Mean January air temperatures in 2021 were <inline-formula><mml:math id="M27" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>16.5 °C and mean July temperatures were 11.1 °C (DMI, 2026). Conditions close to the ice sheet, at higher elevations, are on average 2–3 °C cooler and with at least 10 mm more precipitation per month (Fowler et al., 2020).</p>

<table-wrap id="T2" specific-use="star"><label>Table 2</label><caption><p id="d2e711">Physical and habitat characteristics of the 24 study lakes.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="10">
     <oasis:colspec colnum="1" colname="col1" align="justify" colwidth="1cm"/>
     <oasis:colspec colnum="2" colname="col2" align="justify" colwidth="2cm"/>
     <oasis:colspec colnum="3" colname="col3" align="justify" colwidth="1.5cm"/>
     <oasis:colspec colnum="4" colname="col4" align="justify" colwidth="1cm"/>
     <oasis:colspec colnum="5" colname="col5" align="justify" colwidth="1.5cm"/>
     <oasis:colspec colnum="6" colname="col6" align="justify" colwidth="1cm"/>
     <oasis:colspec colnum="7" colname="col7" align="justify" colwidth="1.5cm"/>
     <oasis:colspec colnum="8" colname="col8" align="justify" colwidth="2cm"/>
     <oasis:colspec colnum="9" colname="col9" align="justify" colwidth="1.5cm"/>
     <oasis:colspec colnum="10" colname="col10" align="justify" colwidth="1.8cm"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">Lake ID</oasis:entry>
         <oasis:entry colname="col2" align="left">Scientific name in Anderson and Brodersen (2001)</oasis:entry>
         <oasis:entry colname="col3" align="left">Location</oasis:entry>
         <oasis:entry colname="col4" align="right">Depth (m)</oasis:entry>
         <oasis:entry colname="col5" align="right">Area (m<sup>2</sup>)</oasis:entry>
         <oasis:entry colname="col6" align="right">Distance to ice sheet (km)</oasis:entry>
         <oasis:entry colname="col7" align="right">Altitude (m)</oasis:entry>
         <oasis:entry colname="col8" align="left">Substrate</oasis:entry>
         <oasis:entry colname="col9" align="left">Dominant Macrophyte</oasis:entry>
         <oasis:entry colname="col10" align="left">Water colour</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">1</oasis:entry>
         <oasis:entry colname="col2" align="left">SS2</oasis:entry>
         <oasis:entry colname="col3" align="left">66.995222, <inline-formula><mml:math id="M29" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.968638</oasis:entry>
         <oasis:entry colname="col4" align="right">11.8</oasis:entry>
         <oasis:entry colname="col5" align="right">376 628</oasis:entry>
         <oasis:entry colname="col6" align="right">44.03</oasis:entry>
         <oasis:entry colname="col7" align="right">187</oasis:entry>
         <oasis:entry colname="col8" align="left">Sandy silt</oasis:entry>
         <oasis:entry colname="col9" align="left"/>
         <oasis:entry colname="col10" align="left">Clear/green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">2</oasis:entry>
         <oasis:entry colname="col2" align="left">SS1 (Lake Helen)</oasis:entry>
         <oasis:entry colname="col3" align="left">66.981583, <inline-formula><mml:math id="M30" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.930833</oasis:entry>
         <oasis:entry colname="col4" align="right">5.8</oasis:entry>
         <oasis:entry colname="col5" align="right">357 041</oasis:entry>
         <oasis:entry colname="col6" align="right">43.1</oasis:entry>
         <oasis:entry colname="col7" align="right">132</oasis:entry>
         <oasis:entry colname="col8" align="left">Sandy silt</oasis:entry>
         <oasis:entry colname="col9" align="left"><italic>Hippuris</italic></oasis:entry>
         <oasis:entry colname="col10" align="left">Clear/green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">3</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">66.981694, <inline-formula><mml:math id="M31" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.89100</oasis:entry>
         <oasis:entry colname="col4" align="right">1.4</oasis:entry>
         <oasis:entry colname="col5" align="right">2262</oasis:entry>
         <oasis:entry colname="col6" align="right">41.9</oasis:entry>
         <oasis:entry colname="col7" align="right">136</oasis:entry>
         <oasis:entry colname="col8" align="left">Organic lake mud</oasis:entry>
         <oasis:entry colname="col9" align="left">Filamentous algae</oasis:entry>
         <oasis:entry colname="col10" align="left">Clear</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">4</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">66.990027, <inline-formula><mml:math id="M32" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.849416</oasis:entry>
         <oasis:entry colname="col4" align="right">1.7</oasis:entry>
         <oasis:entry colname="col5" align="right">6215</oasis:entry>
         <oasis:entry colname="col6" align="right">39.81</oasis:entry>
         <oasis:entry colname="col7" align="right">103</oasis:entry>
         <oasis:entry colname="col8" align="left">Organic lake mud</oasis:entry>
         <oasis:entry colname="col9" align="left"><italic>Charophytes</italic></oasis:entry>
         <oasis:entry colname="col10" align="left">Clear</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">5</oasis:entry>
         <oasis:entry colname="col2" align="left">SS85</oasis:entry>
         <oasis:entry colname="col3" align="left">66.983111, <inline-formula><mml:math id="M33" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>51.056388</oasis:entry>
         <oasis:entry colname="col4" align="right">11.9</oasis:entry>
         <oasis:entry colname="col5" align="right">278 847</oasis:entry>
         <oasis:entry colname="col6" align="right">48.26</oasis:entry>
         <oasis:entry colname="col7" align="right">178</oasis:entry>
         <oasis:entry colname="col8" align="left">Gyttja</oasis:entry>
         <oasis:entry colname="col9" align="left"/>
         <oasis:entry colname="col10" align="left">Clear/green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">6</oasis:entry>
         <oasis:entry colname="col2" align="left">SS4 (Braya Sø)</oasis:entry>
         <oasis:entry colname="col3" align="left">66.986388, <inline-formula><mml:math id="M34" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>51.016666</oasis:entry>
         <oasis:entry colname="col4" align="right">9.4</oasis:entry>
         <oasis:entry colname="col5" align="right">794 644</oasis:entry>
         <oasis:entry colname="col6" align="right">47.14</oasis:entry>
         <oasis:entry colname="col7" align="right">170</oasis:entry>
         <oasis:entry colname="col8" align="left">Sandy silt</oasis:entry>
         <oasis:entry colname="col9" align="left">Elodeids</oasis:entry>
         <oasis:entry colname="col10" align="left">Clear/green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">7</oasis:entry>
         <oasis:entry colname="col2" align="left">SS3 (Hunde Sø)</oasis:entry>
         <oasis:entry colname="col3" align="left">66.994222, <inline-formula><mml:math id="M35" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>51.025611</oasis:entry>
         <oasis:entry colname="col4" align="right">12.1</oasis:entry>
         <oasis:entry colname="col5" align="right">1 963 022</oasis:entry>
         <oasis:entry colname="col6" align="right">46.85</oasis:entry>
         <oasis:entry colname="col7" align="right">175</oasis:entry>
         <oasis:entry colname="col8" align="left">Sandy silt</oasis:entry>
         <oasis:entry colname="col9" align="left">Isoetids</oasis:entry>
         <oasis:entry colname="col10" align="left">Clear/green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">8</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">67.005722, <inline-formula><mml:math id="M36" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.98002</oasis:entry>
         <oasis:entry colname="col4" align="right">9.1</oasis:entry>
         <oasis:entry colname="col5" align="right">189 529</oasis:entry>
         <oasis:entry colname="col6" align="right">43.98</oasis:entry>
         <oasis:entry colname="col7" align="right">200</oasis:entry>
         <oasis:entry colname="col8" align="left">Sandy silt</oasis:entry>
         <oasis:entry colname="col9" align="left">Elodeids</oasis:entry>
         <oasis:entry colname="col10" align="left">Brown</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">9</oasis:entry>
         <oasis:entry colname="col2" align="left">SS1590</oasis:entry>
         <oasis:entry colname="col3" align="left">67.007944, <inline-formula><mml:math id="M37" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.987916</oasis:entry>
         <oasis:entry colname="col4" align="right">12.9</oasis:entry>
         <oasis:entry colname="col5" align="right">234 911</oasis:entry>
         <oasis:entry colname="col6" align="right">44.35</oasis:entry>
         <oasis:entry colname="col7" align="right">199</oasis:entry>
         <oasis:entry colname="col8" align="left">Gyttja</oasis:entry>
         <oasis:entry colname="col9" align="left">Elodeids</oasis:entry>
         <oasis:entry colname="col10" align="left">Brown</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">10</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">66.997702, <inline-formula><mml:math id="M38" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>51.003833</oasis:entry>
         <oasis:entry colname="col4" align="right">2.3</oasis:entry>
         <oasis:entry colname="col5" align="right">84 145</oasis:entry>
         <oasis:entry colname="col6" align="right">45.51</oasis:entry>
         <oasis:entry colname="col7" align="right">194</oasis:entry>
         <oasis:entry colname="col8" align="left">Gyttja</oasis:entry>
         <oasis:entry colname="col9" align="left">Isoetids</oasis:entry>
         <oasis:entry colname="col10" align="left">Brown</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">11</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">66.995555, <inline-formula><mml:math id="M39" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.89688</oasis:entry>
         <oasis:entry colname="col4" align="right">1.5</oasis:entry>
         <oasis:entry colname="col5" align="right">180 272</oasis:entry>
         <oasis:entry colname="col6" align="right">41.29</oasis:entry>
         <oasis:entry colname="col7" align="right">198</oasis:entry>
         <oasis:entry colname="col8" align="left">Organic lake mud</oasis:entry>
         <oasis:entry colname="col9" align="left"><italic>Menyanthes</italic></oasis:entry>
         <oasis:entry colname="col10" align="left">Brown</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">12</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">67.152694, <inline-formula><mml:math id="M40" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.049861</oasis:entry>
         <oasis:entry colname="col4" align="right">0.7</oasis:entry>
         <oasis:entry colname="col5" align="right">619</oasis:entry>
         <oasis:entry colname="col6" align="right">0.37</oasis:entry>
         <oasis:entry colname="col7" align="right">516</oasis:entry>
         <oasis:entry colname="col8" align="left">Silty clay</oasis:entry>
         <oasis:entry colname="col9" align="left"/>
         <oasis:entry colname="col10" align="left">Brown/Green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">13</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">67.149083, <inline-formula><mml:math id="M41" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.080388</oasis:entry>
         <oasis:entry colname="col4" align="right">2.8</oasis:entry>
         <oasis:entry colname="col5" align="right">8279</oasis:entry>
         <oasis:entry colname="col6" align="right">1.77</oasis:entry>
         <oasis:entry colname="col7" align="right">439</oasis:entry>
         <oasis:entry colname="col8" align="left">Organic lake mud</oasis:entry>
         <oasis:entry colname="col9" align="left"><italic>Hippuris</italic></oasis:entry>
         <oasis:entry colname="col10" align="left">Brown</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">14</oasis:entry>
         <oasis:entry colname="col2" align="left">SS903</oasis:entry>
         <oasis:entry colname="col3" align="left">67.126611, <inline-formula><mml:math id="M42" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.174333</oasis:entry>
         <oasis:entry colname="col4" align="right">13.9</oasis:entry>
         <oasis:entry colname="col5" align="right">359 590</oasis:entry>
         <oasis:entry colname="col6" align="right">6.27</oasis:entry>
         <oasis:entry colname="col7" align="right">337</oasis:entry>
         <oasis:entry colname="col8" align="left">Sandy silt</oasis:entry>
         <oasis:entry colname="col9" align="left">Isoetids</oasis:entry>
         <oasis:entry colname="col10" align="left">Clear</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">15</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">67.144222, <inline-formula><mml:math id="M43" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.125694</oasis:entry>
         <oasis:entry colname="col4" align="right">4.6</oasis:entry>
         <oasis:entry colname="col5" align="right">51 861</oasis:entry>
         <oasis:entry colname="col6" align="right">3.71</oasis:entry>
         <oasis:entry colname="col7" align="right">400</oasis:entry>
         <oasis:entry colname="col8" align="left">Sandy silt</oasis:entry>
         <oasis:entry colname="col9" align="left"/>
         <oasis:entry colname="col10" align="left">Brown/Green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">16</oasis:entry>
         <oasis:entry colname="col2" align="left">Aajuitsup Tasia (Long Lake)</oasis:entry>
         <oasis:entry colname="col3" align="left">67.093027, <inline-formula><mml:math id="M44" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.302000</oasis:entry>
         <oasis:entry colname="col4" align="right">13.2</oasis:entry>
         <oasis:entry colname="col5" align="right">12 832 147</oasis:entry>
         <oasis:entry colname="col6" align="right">17.43</oasis:entry>
         <oasis:entry colname="col7" align="right">250</oasis:entry>
         <oasis:entry colname="col8" align="left">Coarse gravel sand</oasis:entry>
         <oasis:entry colname="col9" align="left"/>
         <oasis:entry colname="col10" align="left">Clear/green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">17</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">67.086694, <inline-formula><mml:math id="M45" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.290527</oasis:entry>
         <oasis:entry colname="col4" align="right">3.9</oasis:entry>
         <oasis:entry colname="col5" align="right">17 594</oasis:entry>
         <oasis:entry colname="col6" align="right">13.32</oasis:entry>
         <oasis:entry colname="col7" align="right">235</oasis:entry>
         <oasis:entry colname="col8" align="left">Organic lake mud</oasis:entry>
         <oasis:entry colname="col9" align="left">Filamentous algae</oasis:entry>
         <oasis:entry colname="col10" align="left">Clear/green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">18</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">67.056416, <inline-formula><mml:math id="M46" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.442388</oasis:entry>
         <oasis:entry colname="col4" align="right">2.4</oasis:entry>
         <oasis:entry colname="col5" align="right">80 643</oasis:entry>
         <oasis:entry colname="col6" align="right">20.68</oasis:entry>
         <oasis:entry colname="col7" align="right">169</oasis:entry>
         <oasis:entry colname="col8" align="left">Silty clay</oasis:entry>
         <oasis:entry colname="col9" align="left"><italic>Hippuris</italic></oasis:entry>
         <oasis:entry colname="col10" align="left">Clear/green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">19</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">67.055055, <inline-formula><mml:math id="M47" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.464805</oasis:entry>
         <oasis:entry colname="col4" align="right">10.7</oasis:entry>
         <oasis:entry colname="col5" align="right">153 816</oasis:entry>
         <oasis:entry colname="col6" align="right">21.8</oasis:entry>
         <oasis:entry colname="col7" align="right">180</oasis:entry>
         <oasis:entry colname="col8" align="left">Organic lake mud</oasis:entry>
         <oasis:entry colname="col9" align="left"/>
         <oasis:entry colname="col10" align="left">Brown/Green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">20</oasis:entry>
         <oasis:entry colname="col2" align="left">SS906</oasis:entry>
         <oasis:entry colname="col3" align="left">67.119694, <inline-formula><mml:math id="M48" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.255666</oasis:entry>
         <oasis:entry colname="col4" align="right">15.7</oasis:entry>
         <oasis:entry colname="col5" align="right">93 240</oasis:entry>
         <oasis:entry colname="col6" align="right">9.97</oasis:entry>
         <oasis:entry colname="col7" align="right">405</oasis:entry>
         <oasis:entry colname="col8" align="left">Organic lake mud</oasis:entry>
         <oasis:entry colname="col9" align="left"/>
         <oasis:entry colname="col10" align="left">Clear/green</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">21</oasis:entry>
         <oasis:entry colname="col2" align="left">SS901</oasis:entry>
         <oasis:entry colname="col3" align="left">67.130361, <inline-formula><mml:math id="M49" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.233500</oasis:entry>
         <oasis:entry colname="col4" align="right">15.7</oasis:entry>
         <oasis:entry colname="col5" align="right">121 336</oasis:entry>
         <oasis:entry colname="col6" align="right">8.7</oasis:entry>
         <oasis:entry colname="col7" align="right">399</oasis:entry>
         <oasis:entry colname="col8" align="left">Organic lake mud</oasis:entry>
         <oasis:entry colname="col9" align="left">Isoetids</oasis:entry>
         <oasis:entry colname="col10" align="left">Clear</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">22</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">67.125861, <inline-formula><mml:math id="M50" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.239472</oasis:entry>
         <oasis:entry colname="col4" align="right">5.5</oasis:entry>
         <oasis:entry colname="col5" align="right">27 703</oasis:entry>
         <oasis:entry colname="col6" align="right">9.07</oasis:entry>
         <oasis:entry colname="col7" align="right">400</oasis:entry>
         <oasis:entry colname="col8" align="left">Sandy silt</oasis:entry>
         <oasis:entry colname="col9" align="left"/>
         <oasis:entry colname="col10" align="left">Brown</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1" align="left">23</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">67.048469, <inline-formula><mml:math id="M51" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.523258</oasis:entry>
         <oasis:entry colname="col4" align="right">1.9</oasis:entry>
         <oasis:entry colname="col5" align="right">45 513</oasis:entry>
         <oasis:entry colname="col6" align="right">24.13</oasis:entry>
         <oasis:entry colname="col7" align="right">401</oasis:entry>
         <oasis:entry colname="col8" align="left">Organic lake mud</oasis:entry>
         <oasis:entry colname="col9" align="left">Isoetids</oasis:entry>
         <oasis:entry colname="col10" align="left">Brown</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1" align="left">24</oasis:entry>
         <oasis:entry colname="col2" align="left"/>
         <oasis:entry colname="col3" align="left">67.039277, <inline-formula><mml:math id="M52" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>50.563944</oasis:entry>
         <oasis:entry colname="col4" align="right">3.6</oasis:entry>
         <oasis:entry colname="col5" align="right">27 341</oasis:entry>
         <oasis:entry colname="col6" align="right">26.24</oasis:entry>
         <oasis:entry colname="col7" align="right">177</oasis:entry>
         <oasis:entry colname="col8" align="left">Organic lake mud</oasis:entry>
         <oasis:entry colname="col9" align="left">Filamentous algae</oasis:entry>
         <oasis:entry colname="col10" align="left">Brown</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <fig id="F1" specific-use="star"><label>Figure 1</label><caption><p id="d2e1763">Location of the study lakes in Kangerlussuaq, Greenland, showing the 24 study lakes in a SW-NE gradient. Coordinates of each lake are given in Table 2. The numbers indicate lake ID and distance from the ice sheet has been calculated from the location denoted with a star (<ext-link xlink:href="https://www.openstreetmap.org/copyright">OpenStreetMap</ext-link>).</p></caption>
          <graphic xlink:href="https://bg.copernicus.org/articles/23/2847/2026/bg-23-2847-2026-f01.png"/>

        </fig>

</sec>
<sec id="Ch1.S2.SS2">
  <label>2.2</label><title>Field methods</title>
      <p id="d2e1783">Water column profiles of chlorophyll-<inline-formula><mml:math id="M53" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula>, dissolved oxygen (DO), pH, temperature and electrical conductivity (EC) at the deepest point of the lakes were measured using a YSI EXO2 multiparameter probe, which was set to log at 2 s intervals. The presence of an oxycline was assessed by subtracting the DO of bottom waters from the DO of surface waters. For pH, temperature, EC and chlorophyll-<inline-formula><mml:math id="M54" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula>, an average value for the top 2 m was calculated to represent values for the surface mixed layer and where ostracods were sampled. Secchi depth to determine water clarity was measured using a Secchi disk. Water samples for the determination of nutrient concentrations were collected from the same location using HCl-washed bottles. Samples were filtered with Whatman GF/F 0.7 <inline-formula><mml:math id="M55" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> filters, or with 0.4 <inline-formula><mml:math id="M56" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> polypropylene filters for silicate. Ostracods were collected in a 250 <inline-formula><mml:math id="M57" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> mesh zooplankton net from the littoral zone by sampling the top <inline-formula><mml:math id="M58" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula> cm of sediment. Where submerged macrophytes were present, samples were collected with the net from amongst the vegetation and included sampling the top <inline-formula><mml:math id="M59" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula> cm of sediment. Water colour, substrate and the dominant vegetation were noted from the littoral zone. Benthic images and videos were taken using an underwater camera and used to identify if submerged macrophyte cover was evident across the littoral zone. These videos were also used to visually determine water colour as clear, clear/green, green/brown and brown. According to the Nutrient Colour Paradigm, nutrient concentrations in the lakes are too low for colour to be classified as green. However, to visually distinguish between low nutrient clear water and more turbid water of “green” colour, these lakes have been visually classified as “clear/green”. Lake area was calculated at a later date using the polygon function in Google Earth.</p>
</sec>
<sec id="Ch1.S2.SS3">
  <label>2.3</label><title>Laboratory methods</title>
<sec id="Ch1.S2.SS3.SSS1">
  <label>2.3.1</label><title>Water chemistry</title>
      <p id="d2e1866">Samples for dissolved nutrients were passed through 0.7 <inline-formula><mml:math id="M60" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> GF/F filters and analysed colorimetrically by the molybdate blue method for soluble reactive phosphorus (SRP), azo dye method for nitrite (NO<sub>2</sub>-N), which included a cadmium reduction step for nitrate (NO<sub>3</sub>-N), the indophenol blue method for ammonium (NH<sub>4</sub>-N), and the molybdenum yellow method for silicate (Mackereth et al., 1989). The dissolved inorganic nitrogen forms were summed to give total dissolved inorganic nitrogen (TDIN). Bicarbonate and carbonate alkalinity (summed to total alkalinity) were determined through titrations with 0.1N hydrochloric acid (Mackereth et al., 1989). Chlorophyll <inline-formula><mml:math id="M64" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> (Chl-<inline-formula><mml:math id="M65" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula>) was measured by filtering a known volume of water through a GF/F filter, extraction of the filtered residue and trichromatic analysis on a spectrophotometer (Jeffrey and Humphrey, 1975).</p>
</sec>
<sec id="Ch1.S2.SS3.SSS2">
  <label>2.3.2</label><title>Ostracod identification</title>
      <p id="d2e1930">Sediment samples were wet-sieved at 250 <inline-formula><mml:math id="M66" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula>, to remove any remaining fine sediment. Sample residue was dried in an oven at 40 °C and weighed to calculate dry weight. Ostracod shells (i.e. carapaces and valves) were picked under low-power stereo microscope using a 0000-paintbrush. A total of 100 ostracods were picked or the whole sample, depending on which limit was reached first. Using the dry weight, or, where 100 ostracods were picked, the picked fraction, the number of individuals per gram dry weight was calculated.</p>
      <p id="d2e1943">Although ostracods comprise two valves, it is not possible to determine paired valves once they become disarticulated, which can occur naturally or during sample processing. Therefore carapaces, single valves and fragments <inline-formula><mml:math id="M67" display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> half a valve (allowing identification but also ensuring fragments of the same valve were not duplicated in the count) were treated as one individual. The number of carapaces with soft parts was noted and used as an indicator of individuals that were living at the time of collection.</p>
      <p id="d2e1953">Ostracod specimens were sorted and mounted on standard micropalaeontological slides, and identified using Meisch (2000) and Fuhrmann (2012) together with other literature as appropriate. Selected specimens were imaged using a Jeol JSM-6480LV Scanning Electron Microscope at University College London. Ostracods were mounted on double-sided carbon tape on aluminium stubs and coated with gold palladium before examination. Figured specimens are to be deposited in the Natural History Museum (catalogue numbers will be allocated once the paper has been accepted for publication).</p>
</sec>
</sec>
<sec id="Ch1.S2.SS4">
  <label>2.4</label><title>Statistical methods</title>
      <p id="d2e1966">Spatial patterns in species composition were determined by grouping the 24 lakes into clusters according to their similarity in ostracod assemblages based on Ward's method hierarchical clustering using the Pheatmap package in R version 4.4.1 (Kolde, 2025). The Corrplot package in R version 4.4.1 (Wei and Simko, 2024) was used to test for any statistically significant correlations between environmental variables. Any variables that were significantly correlated were excluded from further analysis. Multivariate correlations between ostracod species and environmental variables were examined using Redundancy Analysis (RDA). Variance partitioning analysis (VPA) was undertaken using the Vegan package in R version 4.4.1 (Oksanen et al., 2025). For inclusion in statistical tests, the dominant submerged macrophytes, presence of an oxycline, water colour and substrate were converted from categorical data to numeric.</p>
</sec>
</sec>
<sec id="Ch1.S3">
  <label>3</label><title>Results</title>
<sec id="Ch1.S3.SS1">
  <label>3.1</label><title>Limnology</title>
      <p id="d2e1985">For the 24 lakes, the dominant substrate was organic lake mud with low growing isoetid form macrophytes being the most common macrophytes. In seven lakes, no aquatic plants were observed. Water colour was categorised through observations as clear in four lakes, clear/green in nine lakes, brown in seven lakes and brown/green in three lakes (Table 2).</p>
      <p id="d2e1988">The electrical conductivity (EC) of the lakes ranged from 0.01 to 4.1 mS cm<sup>−1</sup>, with the highest EC in lake 7 and lowest in lake 15 (Table 3). Water temperature ranged from 9.5 to 10.5 °C at lake 1 and lake 24. Total Alkalinity ranged from 0.2 meq L<sup>−1</sup> in lake 15 to 20.9 meq L<sup>−1</sup> in lake 7. pH ranged from 7.7 in lake 13 to 9.7 in lake 19. All lakes were ultra-oligotrophic to mesotrophic; soluble reactive phosphorus (SRP) ranged 1.9 to 49.7 <inline-formula><mml:math id="M71" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup> from lake 9 to lake 3 and nitrate (NO<sub>3</sub>-N) concentrations were highest in lake 12 at 12.3 <inline-formula><mml:math id="M74" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>. The concentrations were below detection limit in lakes 1, 2, 7, 14 and 16. Chlorophyll-<inline-formula><mml:math id="M76" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> ranged from 0.06 <inline-formula><mml:math id="M77" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup> in lake 22 to 2.65 <inline-formula><mml:math id="M79" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup> in lake 13.</p>

<table-wrap id="T3" specific-use="star"><label>Table 3</label><caption><p id="d2e2136">Water composition and chemistry recorded in July 2021 in the 24 study lakes.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="7">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="center"/>
     <oasis:colspec colnum="3" colname="col3" align="center"/>
     <oasis:colspec colnum="4" colname="col4" align="center"/>
     <oasis:colspec colnum="5" colname="col5" align="center"/>
     <oasis:colspec colnum="6" colname="col6" align="center"/>
     <oasis:colspec colnum="7" colname="col7" align="center"/>
     <oasis:thead>
       <oasis:row>
         <oasis:entry colname="col1">Lake</oasis:entry>
         <oasis:entry colname="col2">Electrical</oasis:entry>
         <oasis:entry colname="col3">SRP</oasis:entry>
         <oasis:entry colname="col4">NO<sub>3</sub>-N</oasis:entry>
         <oasis:entry colname="col5">Chlorophyll-<inline-formula><mml:math id="M82" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col6">Total alkalinity</oasis:entry>
         <oasis:entry colname="col7">pH</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">ID</oasis:entry>
         <oasis:entry colname="col2">conductivity</oasis:entry>
         <oasis:entry colname="col3">(<inline-formula><mml:math id="M83" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>)</oasis:entry>
         <oasis:entry colname="col4">(<inline-formula><mml:math id="M85" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>)</oasis:entry>
         <oasis:entry colname="col5">(<inline-formula><mml:math id="M87" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>)</oasis:entry>
         <oasis:entry colname="col6">(meq L<sup>−1</sup>)</oasis:entry>
         <oasis:entry colname="col7"/>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1"/>
         <oasis:entry colname="col2">(mS cm<sup>−1</sup>)</oasis:entry>
         <oasis:entry colname="col3"/>
         <oasis:entry colname="col4"/>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6"/>
         <oasis:entry colname="col7"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">1</oasis:entry>
         <oasis:entry colname="col2">0.40</oasis:entry>
         <oasis:entry colname="col3">5.73</oasis:entry>
         <oasis:entry colname="col4">BDL</oasis:entry>
         <oasis:entry colname="col5">0.31</oasis:entry>
         <oasis:entry colname="col6">3.00</oasis:entry>
         <oasis:entry colname="col7">8.5</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">2</oasis:entry>
         <oasis:entry colname="col2">0.16</oasis:entry>
         <oasis:entry colname="col3">3.34</oasis:entry>
         <oasis:entry colname="col4">BDL</oasis:entry>
         <oasis:entry colname="col5">1.01</oasis:entry>
         <oasis:entry colname="col6">1.2</oasis:entry>
         <oasis:entry colname="col7">8.6</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">3</oasis:entry>
         <oasis:entry colname="col2">0.87</oasis:entry>
         <oasis:entry colname="col3">49.66</oasis:entry>
         <oasis:entry colname="col4">7.75</oasis:entry>
         <oasis:entry colname="col5">1.27</oasis:entry>
         <oasis:entry colname="col6">4.15</oasis:entry>
         <oasis:entry colname="col7">8.1</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">4</oasis:entry>
         <oasis:entry colname="col2">1.19</oasis:entry>
         <oasis:entry colname="col3">24.59</oasis:entry>
         <oasis:entry colname="col4">3.88</oasis:entry>
         <oasis:entry colname="col5">1.27</oasis:entry>
         <oasis:entry colname="col6">5.15</oasis:entry>
         <oasis:entry colname="col7">8.6</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">5</oasis:entry>
         <oasis:entry colname="col2">0.68</oasis:entry>
         <oasis:entry colname="col3">BDL</oasis:entry>
         <oasis:entry colname="col4">2.58</oasis:entry>
         <oasis:entry colname="col5">0.22</oasis:entry>
         <oasis:entry colname="col6">4.60</oasis:entry>
         <oasis:entry colname="col7">8.6</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">6</oasis:entry>
         <oasis:entry colname="col2">3.00</oasis:entry>
         <oasis:entry colname="col3">4.26</oasis:entry>
         <oasis:entry colname="col4">2.58</oasis:entry>
         <oasis:entry colname="col5">0.34</oasis:entry>
         <oasis:entry colname="col6">15.6</oasis:entry>
         <oasis:entry colname="col7">8.4</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">7</oasis:entry>
         <oasis:entry colname="col2">4.09</oasis:entry>
         <oasis:entry colname="col3">14.19</oasis:entry>
         <oasis:entry colname="col4">BDL</oasis:entry>
         <oasis:entry colname="col5">0.09</oasis:entry>
         <oasis:entry colname="col6">20.9</oasis:entry>
         <oasis:entry colname="col7">9.1</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">8</oasis:entry>
         <oasis:entry colname="col2">0.99</oasis:entry>
         <oasis:entry colname="col3">BDL</oasis:entry>
         <oasis:entry colname="col4">3.82</oasis:entry>
         <oasis:entry colname="col5">0.29</oasis:entry>
         <oasis:entry colname="col6">5.05</oasis:entry>
         <oasis:entry colname="col7">9.2</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">9</oasis:entry>
         <oasis:entry colname="col2">0.32</oasis:entry>
         <oasis:entry colname="col3">1.87</oasis:entry>
         <oasis:entry colname="col4">1.27</oasis:entry>
         <oasis:entry colname="col5">0.38</oasis:entry>
         <oasis:entry colname="col6">2.45</oasis:entry>
         <oasis:entry colname="col7">8.8</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">10</oasis:entry>
         <oasis:entry colname="col2">0.71</oasis:entry>
         <oasis:entry colname="col3">2.8</oasis:entry>
         <oasis:entry colname="col4">1.27</oasis:entry>
         <oasis:entry colname="col5">0.77</oasis:entry>
         <oasis:entry colname="col6">5.20</oasis:entry>
         <oasis:entry colname="col7">8.2</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">11</oasis:entry>
         <oasis:entry colname="col2">0.15</oasis:entry>
         <oasis:entry colname="col3">BDL</oasis:entry>
         <oasis:entry colname="col4">2.55</oasis:entry>
         <oasis:entry colname="col5">0.37</oasis:entry>
         <oasis:entry colname="col6">1.10</oasis:entry>
         <oasis:entry colname="col7">9.3</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">12</oasis:entry>
         <oasis:entry colname="col2">0.07</oasis:entry>
         <oasis:entry colname="col3">14.43</oasis:entry>
         <oasis:entry colname="col4">12.27</oasis:entry>
         <oasis:entry colname="col5">0.37</oasis:entry>
         <oasis:entry colname="col6">0.55</oasis:entry>
         <oasis:entry colname="col7">8.8</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">13</oasis:entry>
         <oasis:entry colname="col2">0.17</oasis:entry>
         <oasis:entry colname="col3">6.77</oasis:entry>
         <oasis:entry colname="col4">3.51</oasis:entry>
         <oasis:entry colname="col5">2.65</oasis:entry>
         <oasis:entry colname="col6">1.15</oasis:entry>
         <oasis:entry colname="col7">7.7</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">14</oasis:entry>
         <oasis:entry colname="col2">0.19</oasis:entry>
         <oasis:entry colname="col3">3.16</oasis:entry>
         <oasis:entry colname="col4">BDL</oasis:entry>
         <oasis:entry colname="col5">0.18</oasis:entry>
         <oasis:entry colname="col6">1.70</oasis:entry>
         <oasis:entry colname="col7">8.2</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">15</oasis:entry>
         <oasis:entry colname="col2">0.01</oasis:entry>
         <oasis:entry colname="col3">4.96</oasis:entry>
         <oasis:entry colname="col4">1.75</oasis:entry>
         <oasis:entry colname="col5">0.34</oasis:entry>
         <oasis:entry colname="col6">0.20</oasis:entry>
         <oasis:entry colname="col7">8.3</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">16</oasis:entry>
         <oasis:entry colname="col2">0.11</oasis:entry>
         <oasis:entry colname="col3">BDL</oasis:entry>
         <oasis:entry colname="col4">BDL</oasis:entry>
         <oasis:entry colname="col5">0.11</oasis:entry>
         <oasis:entry colname="col6">1.05</oasis:entry>
         <oasis:entry colname="col7">8.2</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">17</oasis:entry>
         <oasis:entry colname="col2">0.70</oasis:entry>
         <oasis:entry colname="col3">3.61</oasis:entry>
         <oasis:entry colname="col4">1.75</oasis:entry>
         <oasis:entry colname="col5">0.51</oasis:entry>
         <oasis:entry colname="col6">5.40</oasis:entry>
         <oasis:entry colname="col7">8.0</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">18</oasis:entry>
         <oasis:entry colname="col2">0.47</oasis:entry>
         <oasis:entry colname="col3">6.31</oasis:entry>
         <oasis:entry colname="col4">1.75</oasis:entry>
         <oasis:entry colname="col5">0.24</oasis:entry>
         <oasis:entry colname="col6">4.25</oasis:entry>
         <oasis:entry colname="col7">9.3</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">19</oasis:entry>
         <oasis:entry colname="col2">0.54</oasis:entry>
         <oasis:entry colname="col3">2.71</oasis:entry>
         <oasis:entry colname="col4">3.51</oasis:entry>
         <oasis:entry colname="col5">0.75</oasis:entry>
         <oasis:entry colname="col6">4.75</oasis:entry>
         <oasis:entry colname="col7">9.7</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">20</oasis:entry>
         <oasis:entry colname="col2">0.07</oasis:entry>
         <oasis:entry colname="col3">1.96</oasis:entry>
         <oasis:entry colname="col4">2.59</oasis:entry>
         <oasis:entry colname="col5">0.21</oasis:entry>
         <oasis:entry colname="col6">0.50</oasis:entry>
         <oasis:entry colname="col7">8.1</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">21</oasis:entry>
         <oasis:entry colname="col2">0.10</oasis:entry>
         <oasis:entry colname="col3">2.45</oasis:entry>
         <oasis:entry colname="col4">2.59</oasis:entry>
         <oasis:entry colname="col5">0.23</oasis:entry>
         <oasis:entry colname="col6">0.80</oasis:entry>
         <oasis:entry colname="col7">8.0</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">22</oasis:entry>
         <oasis:entry colname="col2">0.09</oasis:entry>
         <oasis:entry colname="col3">2.45</oasis:entry>
         <oasis:entry colname="col4">2.59</oasis:entry>
         <oasis:entry colname="col5">0.59</oasis:entry>
         <oasis:entry colname="col6">0.80</oasis:entry>
         <oasis:entry colname="col7">8.4</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">23</oasis:entry>
         <oasis:entry colname="col2">0.51</oasis:entry>
         <oasis:entry colname="col3">2.43</oasis:entry>
         <oasis:entry colname="col4">4.24</oasis:entry>
         <oasis:entry colname="col5">2.36</oasis:entry>
         <oasis:entry colname="col6">3.70</oasis:entry>
         <oasis:entry colname="col7">8.9</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">24</oasis:entry>
         <oasis:entry colname="col2">0.16</oasis:entry>
         <oasis:entry colname="col3">1.94</oasis:entry>
         <oasis:entry colname="col4">2.12</oasis:entry>
         <oasis:entry colname="col5">0.89</oasis:entry>
         <oasis:entry colname="col6">1.10</oasis:entry>
         <oasis:entry colname="col7">8.8</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d2e2943">Secchi depth, altitude, silicate, total dissolved inorganic nitrogen, nitrite, ammonium, water temperature and the macrophyte cover were all significantly correlated (at <inline-formula><mml:math id="M91" display="inline"><mml:mrow><mml:mi>p</mml:mi><mml:mo>&lt;</mml:mo></mml:mrow></mml:math></inline-formula> 0.001 or <inline-formula><mml:math id="M92" display="inline"><mml:mrow><mml:mi>p</mml:mi><mml:mo>&lt;</mml:mo></mml:mrow></mml:math></inline-formula> 0.01 and an <inline-formula><mml:math id="M93" display="inline"><mml:mrow><mml:mi>r</mml:mi><mml:mo>&gt;</mml:mo></mml:mrow></mml:math></inline-formula> 0.42) with at least two other variables (Table S1 and Fig. S1 in the Supplement).</p>
</sec>
<sec id="Ch1.S3.SS2">
  <label>3.2</label><title>Ostracod fauna</title>
      <p id="d2e2984">Thirteen species of ostracods were recorded across the study lakes (Figs. 2, 3). Other than <italic>Limnocythere friabilis </italic> (Benson and MacDonald, 1963) and species of <italic>Ilyocypris</italic>, some individuals with soft parts were collected (Table S2) and so were assumed to be living at the time of collection. The most abundant species was <italic>Cypris pubera </italic> (O.F. Müller, 1776), with a maximum abundance of 87 valves per gram in lake 17. <italic>Candona candida </italic>(O.F. Müller, 1776) was present in the most sites (<inline-formula><mml:math id="M94" display="inline"><mml:mrow><mml:mi>n</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">20</mml:mn></mml:mrow></mml:math></inline-formula>) with <italic>Ilyocypris gibba </italic>(Ramdohr, 1808) present in the fewest (<inline-formula><mml:math id="M95" display="inline"><mml:mrow><mml:mi>n</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula>). Shells (carapaces and valves) of <italic>Candona</italic> juveniles were present in ten sites, all of which also had adult <italic>C. candida</italic> individuals present. <italic>Cypridopsis vidua</italic> (O.F. Müller, 1776), <italic>Ilyocypris bradyi </italic> (Sars, 1890), <italic>Ilyocypris gibba</italic>, <italic>Sarscypridopsis aculeata </italic>(Costa, 1847) and <italic>Potamocypris parva </italic>(Schmidt, 1976) were rarely recorded, occurring in one to six sites at an abundance of no more than 3, 2, 2 and 2 valves per gram, respectively. <italic>Arctocypris </italic>sp., <italic>Heterocypris incongruens</italic> (Ramdohr, 1808), <italic>L. sanctipatricii</italic> (Brady and Robertson, 1869) and <italic>L. inopinata </italic>(Baird, 1843) were somewhat abundant with maximum abundances of 7, 15, 15 and 11 valves per gram, and occurring in four to seven sites. Ostracods were not recorded in three sites (lake 1, 4 and 16). The highest diversity of eight species was recorded in lake 6. Lowest diversity of one species was recorded in lakes 13, 14, 20 and 24. At each of these lakes, the only species recorded was <italic>C. candida</italic>.</p>

      <fig id="F2" specific-use="star"><label>Figure 2</label><caption><p id="d2e3067">Scanning electron microscope images of ostracod species collected from the 24 study lakes. The 100 <inline-formula><mml:math id="M96" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> scale bar applies to images 1–20, the 200 <inline-formula><mml:math id="M97" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> scale bar to image 2 and the 50 <inline-formula><mml:math id="M98" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">m</mml:mi></mml:mrow></mml:math></inline-formula> scale bar to the b and c extracts. The lake in brackets represents where the specimen was collected. LV refers to left valve and RV to right valve. 1. <italic>Candona candida</italic>, female, LV (Lake 7); 2. <italic>Cypris pubera</italic>, female, RV (Lake 17); 3. <italic>Limnocythere inopinata</italic>, female, RV (Lake 7); 4a. <italic>Heterocypris incongruens</italic>, female, RV external; 4b. extract of the posterior margin of 4a; 4c. extract of the anterior margin of 4a (Lake 17); 5a. <italic>Heterocypris incongruens </italic>with evidence of soft parts, female, RV internal; 5b. extract of the posterior margin of 5a. The flange on the anterior margin is visible in 5a (Lake 17). Images 4a, b, c, and 5a, b are of the same individual; 6. <italic>Potamocypris parva</italic>, assumed female since males are not known, LV (Lake 7); 7. <italic> Potamocypris parva</italic>, assumed female since males are not known, LV internal (Lake 7). Images 6 and 7 are of the same individual; 8. <italic>Cypridopsis vidua</italic>, female, carapace (Lake 18); 9. <italic>Cypridopsis vidua</italic>, female, RV (Lake 18); 10a. <italic>Cypridopsis vidua</italic>, female, LV (Lake 18); 10b. extract of the posterior margin of 10a. Images 8, 9, 10a and 10b are of the same individual; 11. <italic>Limnocythere friabilis</italic>, female, LV internal (Lake 7); 12. <italic>Limnocythere friabilis</italic>, female, juvenile, LV internal (Lake 7); 13. <italic>Limnocythere friabilis</italic>, female, juvenile, LV (Lake 7). Images 12 and 13 are of the same individual; 14. <italic>Ilyocypris bradyi</italic>, female, LV (Lake 6); 15. <italic>Ilyocypris gibba</italic>, female, LV (Lake 6); 16a. <italic>Ilyocypris bradyi</italic>, female, LV internal (Lake 7); 16b. extract of the posterior margin of 16a with no ripplets on the inner lamella; 16c. extract of the anterior margin of 16a. Images 14 and 16a, b, c are of the same individual; 17a. <italic>Ilyocypris gibba</italic>, female, LV internal (Lake 7); 17b. extract of the posterior margin of 16a with six visible ripplets on the inner lamella. Images 15 and 17a, b are of the same individual; 18. <italic>Sarcypridopsis</italic> <italic>aculeata</italic>, female, adult, LV (Lake 6; N.B this individual was not collected during the July 2023 survey). 19. <italic>Limnocythere sanctipatricii</italic>, female, carapace (Lake 9); 20. <italic>Limnocythere sanctipatricii</italic>, female, RV (Lake 9); 21. <italic>Arctocypris </italic>sp., A-1, RV (Lake 7); 22. <italic>Arctocypris </italic>sp., A-1, RV internal (Lake 7). Images 21 and 22 are of the same individual.</p></caption>
          <graphic xlink:href="https://bg.copernicus.org/articles/23/2847/2026/bg-23-2847-2026-f02.jpg"/>

        </fig>

      <fig id="F3" specific-use="star"><label>Figure 3</label><caption><p id="d2e3181">Ostracod species abundance as valves per gram in each of the 24 study lakes alongside selected recorded environmental variables (electrical conductivity, soluble reactive phosphorus (SRP) and nitrate (NO<sub>3</sub>-N)). The stars indicate the occurrence of individuals with soft parts, suggesting that they were collected alive. Table S2 provides a detailed breakdown of valves, carapaces and individuals with soft parts. Lakes are ordered in the distance from the Greenland Ice Sheet.</p></caption>
          <graphic xlink:href="https://bg.copernicus.org/articles/23/2847/2026/bg-23-2847-2026-f03.png"/>

        </fig>

</sec>
<sec id="Ch1.S3.SS3">
  <label>3.3</label><title>Abundance of ostracod species along environmental gradients</title>
      <p id="d2e3207">All ostracod species except <italic>Arctocypris </italic>sp. were most abundant at low total alkalinity (<inline-formula><mml:math id="M100" display="inline"><mml:mrow><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">5.4</mml:mn></mml:mrow></mml:math></inline-formula> meq L<sup>−1</sup>; Fig. 4a). <italic>Cypridopsis </italic>sp. and <italic>S. aculeata</italic> were not present at total alkalinity values above this. <italic>Cypris pubera</italic> and <italic>C. candida</italic> were the only ostracod species abundant above chlorophyll-<inline-formula><mml:math id="M102" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> concentrations of 2 <inline-formula><mml:math id="M103" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, with only <italic>Candona </italic>juveniles also present (Fig. 4b). <italic>Heterocypris</italic> <italic>incongruens</italic> and <italic>Candona </italic>juveniles were abundant between 0.2 and 0.8 <inline-formula><mml:math id="M105" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> Chl-<inline-formula><mml:math id="M106" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> L<sup>−1</sup>. <italic>Heterocypris</italic> <italic>incongruens</italic>, <italic>Cypridopsis vidua</italic>, <italic> Cypris pubera, S. aculeata, I. bradyi, I. gibba, P. parva </italic> and <italic> Candona</italic> juveniles were not present below Chlorophyll-<inline-formula><mml:math id="M108" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> concentrations of 0.2 <inline-formula><mml:math id="M109" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>. <italic>Candona candida</italic> and <italic>C. pubera</italic> were most abundant at NO<sub>3</sub>-N concentration between 1.3 and 4.2 <inline-formula><mml:math id="M112" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup> (Fig. 4c). Only <italic>C. pubera</italic>, <italic>H. incongruens,</italic> <italic>C. candida</italic> and <italic>Candona </italic>juveniles were present at concentrations above this. Other than<italic> L. friabilis</italic>, which was most abundant at concentrations of 14.2 <inline-formula><mml:math id="M114" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, all species were most abundant at SRP concentrations of <inline-formula><mml:math id="M116" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">6.8</mml:mn></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M117" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup> (Fig. 4d). Only three species were present at the highest SRP concentration of 49.7 <inline-formula><mml:math id="M119" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup> namely <italic>C. pubera</italic>, which was very abundant (at 75 valves per gram), <italic>C. candida</italic> and <italic>H. incongruens</italic>. <italic>Potamocypris parva, L. friabilis, L. inopinata L. sanctipatricii, I. bradyi, I. gibba., C. candida </italic>and <italic>Candona </italic>juveniles are most abundant at depths <inline-formula><mml:math id="M121" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">9</mml:mn></mml:mrow></mml:math></inline-formula> m (Fig. 4e). <italic>Cypridopsis vidua</italic> was only present at depths <inline-formula><mml:math id="M122" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">6</mml:mn></mml:mrow></mml:math></inline-formula> m and <italic>C. pubera </italic>was most abundant at depths <inline-formula><mml:math id="M123" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:math></inline-formula> m. All ostracod species were most abundant at EC <inline-formula><mml:math id="M124" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula> mS cm<sup>−1</sup>, other than <italic>Arctocypris </italic>sp. (Fig. 4f). <italic>Cypris pubera</italic>, <italic>Cypridopsis vidua </italic>and <italic>S. aculeata </italic>were not present at ECs above this. <italic>Cypridopsis vidua</italic> was only present at ECs between 0.15 and 0.16 mS cm<sup>−1</sup>. Lakes 5, 6, 7, 8, 9 and 10 are oligohaline and nine species were present at EC <inline-formula><mml:math id="M127" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:math></inline-formula> mS cm<sup>−1</sup>; of these <italic>L. friabilis</italic> <italic>L. sanctipatricii, L. inopinata</italic>, <italic>I. bradyi, I. gibba, C. candida </italic>and <italic>Arctocypris </italic>sp. were present at the EC of 4.09 mS cm<sup>−1</sup>. At the lowest EC of 0.01 mS cm<sup>−1</sup>, only <italic>C. candida</italic>, <italic>Candona </italic>juveniles and <italic>Arctocypris </italic>sp. were present. Both species of <italic>Ilyocypris </italic>were only present at ECs above 0.54 mS cm<sup>−1</sup> and <italic>L. inopinata </italic>and <italic>L. sanctipatricii</italic> at concentrations <inline-formula><mml:math id="M132" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">0.32</mml:mn></mml:mrow></mml:math></inline-formula> mS cm<sup>−1</sup> (Fig. 4f).</p>

      <fig id="F4" specific-use="star"><label>Figure 4</label><caption><p id="d2e3713">Abundance of ostracod species along gradients of <bold>(a)</bold> total alkalinity, <bold>(b)</bold> chlorophyll-<inline-formula><mml:math id="M134" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> concentration, <bold>(c)</bold> nitrate (NO<sub>3</sub>-N) concentration, <bold>(d)</bold> soluble reactive phosphorus (SRP) concentration, <bold>(e)</bold> water depth and <bold>(f)</bold> electrical conductivity. Ostracod abundance is given in valves per gram and includes all specimens collected. Table S2 provides a detailed breakdown of valves, carapaces and individuals with soft parts.</p></caption>
          <graphic xlink:href="https://bg.copernicus.org/articles/23/2847/2026/bg-23-2847-2026-f04.png"/>

        </fig>

</sec>
<sec id="Ch1.S3.SS4">
  <label>3.4</label><title>Lake clusters</title>
      <p id="d2e3765">Based on ostracod assemblages, three clusters of lakes were identified (Fig. 5). Cluster 1 (4 lakes – 17, 19, 3, 10) is characterised by high abundance of <italic>C. pubera</italic>. Cluster 2 (twelve lakes) is characterised by high abundance of <italic>C. candida</italic>. Cluster 3 (five lakes – 13, 15, 21, 6, 9) is characterised by a more diverse ostracod fauna with high abundances of <italic>Candona</italic> juv, <italic>H. incongruens, Arctocypris </italic>sp., <italic> L. inopinata, L. sanctipatricii</italic> and <italic>P. parva</italic> with intermediate abundance of <italic>C. candida.</italic> Cluster 3 lakes also have the lowest abundances of <italic>C. pubera</italic> and <italic>Cypridopsis vidua</italic>. A fourth cluster (three lakes – 1, 4 and 16), not depicted on Fig. 5, is characterised by the absence of ostracods.</p>

      <fig id="F5"><label>Figure 5</label><caption><p id="d2e3798">Identification of three clusters (cluster 1 <inline-formula><mml:math id="M136" display="inline"><mml:mrow><mml:mi>N</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:math></inline-formula>, cluster 2 <inline-formula><mml:math id="M137" display="inline"><mml:mrow><mml:mi>N</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">12</mml:mn></mml:mrow></mml:math></inline-formula>, cluster 3 <inline-formula><mml:math id="M138" display="inline"><mml:mrow><mml:mi>N</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">5</mml:mn></mml:mrow></mml:math></inline-formula>) based on ostracod assemblages Ward's method hierarchal clustering. A fourth cluster (<inline-formula><mml:math id="M139" display="inline"><mml:mrow><mml:mi>N</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">3</mml:mn></mml:mrow></mml:math></inline-formula>) is not depicted as no ostracod species were recorded in these lakes. Clusters are colour coded on the <inline-formula><mml:math id="M140" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula>-axis (Group 1 in blue, Group 2 in red, Group 3 in green and Group 4 in yellow). These colours correspond to grouping in Fig. 6. The analysis includes all specimens collected. Table S2 provides a detailed breakdown of valves, carapaces and individuals with soft parts.</p></caption>
          <graphic xlink:href="https://bg.copernicus.org/articles/23/2847/2026/bg-23-2847-2026-f05.png"/>

        </fig>

      <p id="d2e3862">RDA axis 1 is negatively correlated with EC and positively correlated with lake area and substrate and explains 16.23 % of variation (Fig. 6). Axis 2 is positively correlated with presence of an oxycline and nutrients and is negatively correlated with the presence of submerged macrophytes and depth. Axes 1 and 2 together explain 28.94 % of variation. Cluster 1 lakes are characterised by the lowest depths (mean 4.6 m, ranging from 1.4 to 10.7 m), higher SRP (mean 14.7 <inline-formula><mml:math id="M141" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, ranging from 2.7 to 49.7 <inline-formula><mml:math id="M143" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>), higher NO<sub>3</sub>-N (mean 3.6 <inline-formula><mml:math id="M146" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, ranging from 1.3 to 7.8 <inline-formula><mml:math id="M148" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>) and higher chlorophyll-<inline-formula><mml:math id="M150" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> (mean 0.82 <inline-formula><mml:math id="M151" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, ranging from 0.51 to 1.27 <inline-formula><mml:math id="M153" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>). Cluster 2 lakes, on the other hand, are characterised by lowest mean chlorophyll-<inline-formula><mml:math id="M155" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> (0.50 <inline-formula><mml:math id="M156" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, ranging from 0.09 to 2.36 <inline-formula><mml:math id="M158" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>) and, although still high for lakes, the lowest pH (8.7, ranging from 8.0 to 9.3). Cluster 3 lakes are the deepest (mean 9.1 m, ranging from 2.8 to 15.7 m), encompass the oligohaline lakes 6 and 9 so have the highest EC (0.72 mS cm<sup>−1</sup>, ranging from 0.01 to 3.00 mS cm<sup>−1</sup>), lowest SRP (4.1 <inline-formula><mml:math id="M162" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, ranging from 1.9 to 5.0 <inline-formula><mml:math id="M164" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>) and the majority of lakes (3 of 5 lakes) are within 10 km of the GrIS. In contrast, the majority of lakes in cluster 4 (2 of 3) are <inline-formula><mml:math id="M166" display="inline"><mml:mrow><mml:mo>≤</mml:mo><mml:mn mathvariant="normal">40</mml:mn></mml:mrow></mml:math></inline-formula> km from the GrIS and have the largest average area (4.4 km<sup>2</sup>, ranging from 0.01 to 12.8 km<sup>2</sup>). Lakes in cluster 4 also have the lowest average NO<sub>3</sub>-N (1.29 <inline-formula><mml:math id="M170" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, ranging from BDL to 3.88 <inline-formula><mml:math id="M172" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>) and lowest total alkalinity (3.1 meq L<sup>−1</sup>, ranging from 1.1 to 3.0 meq L<sup>−1</sup>). There were also no macrophytes present in cluster 4 lakes other than the presence of filamentous algae in lake 3.</p>

      <fig id="F6"><label>Figure 6</label><caption><p id="d2e4245">Redundancy analysis of ostracod species and selected environmental variables for the 24 study lakes.</p></caption>
          <graphic xlink:href="https://bg.copernicus.org/articles/23/2847/2026/bg-23-2847-2026-f06.png"/>

        </fig>

</sec>
</sec>
<sec id="Ch1.S4">
  <label>4</label><title>Discussion</title>
      <p id="d2e4263">Over recent decades, mean June air temperatures have increased by 2.2 °C and mean winter precipitation has doubled with continued predicted increased precipitation in SW Greenland (Saros et al., 2019; Huai et al., 2025). Reponses to recent warming have been non-linear but include increasing ice sheet discharge (Van As et al., 2018), increasing dust deposition (Bullard and Mockford, 2018), and earlier ice out (Hazuková et al., 2024). It is, therefore, expected for lakes to become more nutrient rich due to wind-driven P in dust (Prater et al., 2022) and snowmelt-derived N (Whiteford et al., 2016), water colour to be more brown from increased dissolved organic material, mixing regimes and growing seasons to be altered from longer ice-out periods, and benthic productivity to decline (Saros et al., 2025). Spatial controls on water chemistry, particularly distance from the GrIS, have previously been documented and include increases in EC with distance from the GrIS, due to increases in aridity (Aebly and Fritz, 2009; Fig. 3), and higher nutrient concentrations in lakes close to the GrIS (Prater et al., 2022), particularly in those lakes that are glacially fed (Grider et al., 2025).</p>
<sec id="Ch1.S4.SS1">
  <label>4.1</label><title>Controls on ostracod species distribution in Kangerlussuaq</title>
      <p id="d2e4273">Our results indicate a more complex pattern of nutrient distribution with lakes close to the GrIS and a spatial cluster of lakes (3 and 4) having higher concentrations of SRP and NO<sub>3</sub>-N. Total phosphorus (TP) and NO<sub>3</sub>-N concentrations in glacially fed lakes have been shown to be three times higher than in snowmelt fed lakes (Grider et al., 2025). Lower bioavailable nutrient concentrations in Kellyville lakes (those located furthest from the GrIS; Fig. 1) could be related to being further from the source of dust and to the reduced wind speed at <inline-formula><mml:math id="M178" display="inline"><mml:mrow><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">10</mml:mn></mml:mrow></mml:math></inline-formula> km from the GrIS (Heinemann, 1999) therefore decreasing dust derived P (Burpee et al., 2016; Prater et al., 2022). As expected, therefore, highest NO<sub>3</sub>-N concentrations (12.27 <inline-formula><mml:math id="M180" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>) were in lake 12, which is glacially fed and located 0.37 km from the GrIS. After lakes 3 and 4, lake 12 had the third highest SRP concentrations of 14.43 <inline-formula><mml:math id="M182" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>. Lake 15 (GL6 in Grider et al., 2025) is located 3.71 km from the GrIS but has relatively low NO<sub>3</sub>-N concentrations (1.75 <inline-formula><mml:math id="M185" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>) with high SRP concentrations (4.96 <inline-formula><mml:math id="M187" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>). Meltwater is therefore likely a dominant source of nutrients with N concentrations derived from atmospheric deposition on the ice sheet and P derived from geological weathering of the glacial bed (Hawkings et al., 2016). However, previous work has suggested that most of this mineralogically-derived P is not biologically available (Burpee et al., 2018).</p>
      <p id="d2e4412">Consequently, cluster 1 lakes, which have high SRP (mean 14.7 <inline-formula><mml:math id="M189" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, ranging from 2.7 to 49.7 <inline-formula><mml:math id="M191" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>), NO<sub>3</sub>-N (mean 3.57 <inline-formula><mml:math id="M194" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, ranging from 1.3 to 7.8 <inline-formula><mml:math id="M196" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>), and chlorophyll-<inline-formula><mml:math id="M198" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> (mean 0.82 <inline-formula><mml:math id="M199" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, ranging from 0.51 to 1.27 <inline-formula><mml:math id="M201" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>) are likely to become more dominant in the Kangerlussuaq landscape in the future. Higher nitrate concentration in lakes is associated with visual water colour (brown and brown/green) and higher chlorophyll-<inline-formula><mml:math id="M203" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> concentrations (0.51 to 1.27 <inline-formula><mml:math id="M204" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>; Fig. 6). Cluster 1 lakes are characterised by a high abundance of <italic>C. pubera </italic>(Fig. 5), which is most abundant at depths <inline-formula><mml:math id="M206" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">4</mml:mn></mml:mrow></mml:math></inline-formula> m but present and still relatively abundant between 8 and 12 m. Here the species is only present in lakes with an EC <inline-formula><mml:math id="M207" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula> mS cm<sup>−1</sup> but reportedly found at salinity up to 4 ‰ (<inline-formula><mml:math id="M209" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">7.3</mml:mn></mml:mrow></mml:math></inline-formula> mS cm<sup>−1</sup>; Stephanides, 1948). In paleolimnological records of higher salinity lakes in the region (SS6, Lille Saltsø and Store Saltsø), <italic>C. pubera </italic>has been considered rare, being only recorded in two lake basins across Greenland (Bennike, 2000; Bennike et al., 2000, 2010). Whilst <italic>C. pubera </italic>is considered abundant in our study, <italic>C. pubera </italic>was not present in the Kellyville “salt” lakes, suggesting high salinity significantly limits distribution in the Kangerlussuaq region.</p>
      <p id="d2e4662">In general, information on nutrient status of lakes is often not included when documenting ostracod species presence and abundance. In a study of three ponds in Patagonia, however, <italic>C. pubera </italic>was most abundant in the pond with highest TP of 121.4 <inline-formula><mml:math id="M211" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup> (Coviaga et al., 2018), suggesting an ecological preference for higher nutrient availability. A preference for waters with higher nutrient concentrations may be related to food source. <italic>Cypris pubera </italic>is omnivorous, feeding on algae, bacteria and <italic>Daphnia</italic> (Meisch, 2000; Coviaga et al., 2018). In lakes 3, 10 and 19, <italic>C. pubera </italic>was present in very high numbers (75, 38 and 67 valves per gram respectively). These lakes have high coverage of filamentous algae or large <italic>Nostoc </italic>cyanobacteria balls, colloquially named sea tomatoes. It is likely, therefore, that <italic>C. pubera </italic>is present in large numbers in these lakes due to a dietary preference.</p>
      <p id="d2e4706">Cluster 1 lakes are typically shallower (<inline-formula><mml:math id="M213" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">4.6</mml:mn></mml:mrow></mml:math></inline-formula> m) than those belonging to other clusters. Most ostracod species that are abundant in deeper lakes are not present above NO<sub>3</sub>-N concentrations of 4.24 <inline-formula><mml:math id="M215" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup> (Fig. 4c, e). Cluster 3 lakes are on average the deepest and are characterised by a diverse ostracod fauna including <italic>L. inopinata, H. incongruens</italic>, <italic>Arctocypris </italic>sp., <italic>P. parva,</italic> <italic>L. sanctipatricii,</italic> <italic>I. bradyi </italic>and <italic>C. candida. Limnocythere inopinata </italic>and <italic>C. candida </italic>are  known to inhabit deep lakes, but both are also present in shallow lakes across Europe (Meisch, 2000). Both are also found in lakes across a range of salinities. Depth and EC are therefore likely not the controls on distribution for <italic>L. inopinata </italic>in this region. Total alkalinity has also been suggested as a control on <italic>L. inopinata </italic>abundance (Löffler, 1959). Indeed lakes 6 and 7 have the highest alkalinities of 20.9 and 15.6 meq L<sup>−1</sup>. As suggested by Jungwirth (1979), <italic>L. inopinata </italic>is also not present in lakes with clay or gravel substrates. In the Canadian Arctic, the abundance of <italic>L. inopinata </italic>is negatively correlated with chlorophyll-<inline-formula><mml:math id="M218" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> concentrations (Viehberg and Pienitz, 2017). Our results suggest <italic>L. inopinata </italic>is not present at concentrations above 0.8 <inline-formula><mml:math id="M219" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup> and is most abundant in Cluster 2 lake 8.</p>
      <p id="d2e4831">Cluster 2 lakes are characterised by the lowest mean chlorophyll-<inline-formula><mml:math id="M221" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula> concentrations (0.50 <inline-formula><mml:math id="M222" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>, ranging from 0.09 to 2.36 <inline-formula><mml:math id="M224" display="inline"><mml:mrow class="unit"><mml:mi mathvariant="normal">µ</mml:mi><mml:mi mathvariant="normal">g</mml:mi></mml:mrow></mml:math></inline-formula> L<sup>−1</sup>) and an abundance of <italic>C. candida</italic>. <italic>Candona candida</italic> is considered to be oligothermophilic (Vesper, 1975), preferring low nutrient concentrations and adults are present throughout the year in waters where the water temperature does not exceed 18 °C in the summer (Hartmann and Hiller, 1977), suggesting an upper temperature limit on adult life stage persistence. The species has a known Holarctic distribution and its life cycle preference for cooler summers would suggest abundance of the species in the Arctic; indeed, it has been shown to be abundant at higher latitudes (Alkalaj et al., 2019). Increasing temperatures are, however, likely to affect the life cycle and abundance, but not presence of this species.</p>
      <p id="d2e4892">Nutrient concentration has also been suggested as a control on <italic>L. sanctipatricii</italic>, which shows a preference for oligotrophic habitats (Scharf, 1981). The species is documented to have disappeared from Lake Mondsee, Austria, following anthropogenically-derived eutrophication (Danielopol et al., 1993). It is considered to be a cold-water indicator and has been found previously in Greenland (Table 1) as well as in Arctic Siberia (Wetterich et al., 2008). The presence of <italic>L. sanctipatricii</italic> is characteristic of Cluster 3 lakes 9 and 21 (Fig. 5), which are relatively deep, large lakes with relatively low nutrient concentrations (Fig. 6). Future increased water temperatures and nutrient concentrations in the region, may therefore limit the abundance and distribution of <italic>L. sanctipatricii</italic>.</p>
      <p id="d2e4904">It may be considered surprising that variance partitioning analysis (VPA) of nutrients (SRP, NO<sub>3</sub>-N, Chl-<inline-formula><mml:math id="M227" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula>), EC, and habitat (the dominant submerged macrophytes and macrophyte cover), explained little of the overall variation in ostracod species composition (<inline-formula><mml:math id="M228" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">2.5</mml:mn></mml:mrow></mml:math></inline-formula> %). EC contributed the largest unique contribution (adjusted <inline-formula><mml:math id="M229" display="inline"><mml:mrow><mml:msup><mml:mi>R</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mo>=</mml:mo><mml:mn mathvariant="normal">0.035</mml:mn></mml:mrow></mml:math></inline-formula>) but, overall, the variation is not explained by these three categories of variables (residuals <inline-formula><mml:math id="M230" display="inline"><mml:mrow><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1.01</mml:mn></mml:mrow></mml:math></inline-formula>; Fig. S2). However, for some species that are nektobenthic and large (e.g. <italic>C. pubera</italic>), provision of food and protection from predation offered by macrophyte cover may be a larger contributor to its presence and abundance than can be determined from this dataset. Due to the sampling strategy, it is also likely that variables such as pH, Chl-<inline-formula><mml:math id="M231" display="inline"><mml:mi>a</mml:mi></mml:math></inline-formula>, macrophyte cover  and bioavailable nutrients vary within and between seasons, particularly in the late summer with longer ice-free periods (McGowan et al., 2018). Our results also provide a time-averaged “present day” living ostracod fauna, which is not an unreasonable approach in these remote environments, but it is likely that different ostracod species will be abundant in different seasons and that the measured parameters do not reflect the full range of habitat and environmental preferences.</p>
      <p id="d2e4969">Our record of <italic>Limnocythere friabilis</italic> is the only published occurrence of recent to living individuals  outside North America. The North American species<italic> Limnocythere friabilis, </italic>considered  to be a senior synonym of the extinct European species <italic>Limnocythere suessenbornensis </italic>(Horne et al., 2023),  is unique to cluster 3 and only recorded in lake 7. <italic>Limnocythere friabilis </italic>is common in the Great Lakes region, which shares limnological features, which may favour <italic>L. friabilis, </italic>with the Kangerlussuaq region such as seasonal ice cover, increasing anthropogenic N and P enrichment since the 1970s CE (Nelligan et al., 2021) and are deep with an average depth of 19 m in Lake Erie. <italic>Candona candida, L. inopinata</italic>, and <italic>L. suessenbornensis</italic> occur together in interglacial records in Europe (e.g. Benardout, 2015; Marchegiano et al., 2020; Horne et al., 2023), with<italic> L. suessenbornensis </italic>regarded as a cold-water species. <italic>Limnocythere suessenbornensis </italic>is present during warm interglacial periods when, at least, UK summer temperatures are suggested to be similar or slightly warmer than today, but winter temperatures were up to 10 °C cooler (Benardout, 2015; Horne et al., 2023). There is, therefore, likely a significant winter temperature control on its life cycle and hence distribution. Our record would corroborate the requirement for significantly cooler average winter temperatures. Increased temperature and earlier ice out in western Greenland may therefore have an adverse impact on the distribution and abundance of <italic>L. friabilis.</italic></p>
      <p id="d2e5002"><italic>Potamocypris parva </italic>is, to our knowledge, only recorded in the Kangerlussuaq area. It is considered to be endemic to Greenland, and specifically the oligohaline lakes within the Kangerlussuaq region. The species was first described from lakes close to Kellyville (Schmidt, 1976) and since then, it has been recorded in other saline lakes including Store Saltsø and SS6 (Bennike, 2000; Bennike et al., 2010). Our results suggest that <italic>P. parva </italic>is also present in lakes with lower EC but is most abundant (40 valves per gram) at EC up to 4.09 mS cm<sup>−1</sup>. In carapace morphology it is closely similar to an African species, <italic>Potamocypris paludum </italic> (Gauthier, 1939), which has been found in European Pleistocene ostracod assemblages (Fuhrmann, 2012; Marchegiano et al., 2018). However, while <italic>P. parva</italic> has long antennal swimming setae, those of <italic>P. paludum</italic> are relatively short, suggesting that these are two distinct species (Claude Meisch, Musée national d'histoire naturelle, Luxembourg, personal communication, 22 September 2025); we have not found any specimens with preserved antennae in our material.</p>
      <p id="d2e5031"><italic>Sarscypridopsis aculeata </italic>is considered an indicator of saline waters. Here, the species is not present in the higher conductivity waters but is found in lakes with an EC of <inline-formula><mml:math id="M233" display="inline"><mml:mrow><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">0.47</mml:mn></mml:mrow></mml:math></inline-formula> mS cm<sup>−1</sup>. However, it has previously been collected from lake 6 with an EC of 3 mS cm<sup>−1</sup> (L. Roberts, unpublished data) and is therefore likely still an indicator of more saline waters in this region. Previously, the species was not thought to be extant in Greenland (Bennike, 2000) with the only previous record in isolation basins formed during the Early Holocene. <italic>Ilyocypris bradyi </italic>was also not considered to be extant in Greenland with the last recorded occurrence in Store Saltsø in Kangerlussuaq during the Holocene warm period (<inline-formula><mml:math id="M236" display="inline"><mml:mrow><mml:mo>∼</mml:mo><mml:mn mathvariant="normal">7000</mml:mn></mml:mrow></mml:math></inline-formula> years BP) before going extinct in the region (Bennike, 2000). The recording of these species in the modern fauna suggests that increasing average temperature are now placing the region within the temperature tolerance of these species and they will continue to thrive.</p>
</sec>
<sec id="Ch1.S4.SS2">
  <label>4.2</label><title>Implications for future distribution of ostracod species</title>
      <p id="d2e5091">Predictions for the Arctic are for temperature and precipitation to continue to increase in the 21st century (Hu et al., 2021; McCrystall et al., 2021). Higher temperatures in the Arctic will increase P and N loading into lakes by reactivating hydrological flows transporting soil- and dust-borne nutrients into lakes. For the limited number of glacially-fed lakes (e.g lakes 12 and 15) meltwater discharge into lakes will likely increase P and N loading associated with the release of ice-locked atmospheric deposition of N and P from glacial bed erosion (Hawkings et al., 2016). Predicted increases in precipitation will also increase N in lakes. Previous <inline-formula><mml:math id="M237" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="italic">δ</mml:mi><mml:mn mathvariant="normal">15</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>N of NO<sub>3</sub>-N in lakes from the Kangerlussuaq region suggest an addition from direct atmospheric N deposition (Anderson et al., 2017). In ice core records this has been shown to have increased over the last 50–100 years (Hastings et al., 2009). Future trends of N deposition, however, are reliant on policies to control emissions. Conversely, increased precipitation and meltwater may reduce P derived from dust by increasing the fluvial area, consequently reducing the effectiveness of aeolian erosion and transportation.</p>
      <p id="d2e5114">Increased NO<sub>3</sub>-N concentrations in lakes is likely to favour <italic>C. pubera, C. candida,</italic> and <italic>H. incongruens </italic>occurrence, abundance and distribution (Figs. 4c, 6). With warmer temperatures, earlier ice out will alter the timing of, and support longer, growing seasons for phytoplankton and macrophytes, which may reduce bioavailable N due to N-uptake and denitrification (McGowan et al., 2018). During this process, P concentrations may increase due to internal loading. Increases in SRP concentrations would favour the same ostracod species (<italic>C. pubera, C. candida,</italic> and <italic>H. incongruens</italic>; Fig. 4d). The results presented here do not suggest a strong association between dominant macrophyte taxa and ostracod species distribution or abundance (Fig. 6) despite previous studies linking macrophyte cover and ostracod species occurrences (e.g. Roca and Danielopol, 1991; Roca et al., 1993; Frenzel et al., 2005). Perhaps the macrophyte species present, including sparse low form isoetids, do not offer the same habitat structure as species with leaves distributed throughout the water column (e.g. <italic>Potamogeton</italic>). However, a more systematic macrophyte survey would be needed to verify this; notwithstanding a lower diversity and abundance in the oligohaline lakes, a more diverse flora, including <italic>Potamogeton</italic> has been described in the freshwater lakes in Kangerlussuaq (Reuss et al., 2014). The implications of macrophyte persistence and diversity for future ostracod distribution are, therefore, currently uncertain.</p>
      <p id="d2e5145">With increased temperatures, precipitation is more likely to occur as rainfall, rather than snow. Coupled Model Intercomparison Project Phase 6 (CMIP6) experiments suggest that, across most of the Arctic, precipitation in winter will continue to have snowfall as the dominant type but with some rainfall and increasing in amount. However, in summer and autumn the dominant precipitation will be rainfall (McCrystall et al., 2021). By 2100, relative to the year 2000, there is a 422 % increase in CMIP6 predicted rainfall in winter, 261 % in spring, 71 % in summer, and 268 % in autumn. Greenland is predicted to have rainfall-dominated precipitation with 1.5 °C warming in CMIP6 (McCrystall et al., 2021). Currently, precipitation-evapotranspiration (P-E) patterns in the region are paced by ice and snowmelt-derived freshwater pulses. Increased rainfall will alter this seasonal pattern and could result in lower evaporation from lakes in Kellyville, with increased seasonal outflow already reported since 2023 from lake 6. <italic>Potamocypris parva </italic>and <italic>L. friabilis </italic>are most abundant at high EC (Fig. 4f), and therefore alterations to the P-E balance may affect the future distribution of these species, potentially restricting their distribution to coastal lakes.</p>
</sec>
</sec>
<sec id="Ch1.S5" sec-type="conclusions">
  <label>5</label><title>Conclusions</title>
      <p id="d2e5164">Sixteen species had previously been documented from Greenland of which only five have been recorded living or in recent sediments from Kangerlussuaq (Bennike et al., 2000). Eight (<italic>C. candida</italic>, <italic>C. vidua</italic>, <italic>L. sanctipatricii, I. bradyi, C. pubera, P. parva, H. incongruens</italic>,  and <italic>S. aculeata</italic>)  of the sixteen species are present in this study, the other species presented here are new records for Greenland. Furthermore, two species (<italic>I. bradyi </italic>and <italic>S. aculeata</italic>) were considered to be extinct in Greenland, neither being recorded since the early Holocene. <italic>Candona candida</italic> has previously been recorded in the Siberian and Canadian Arctic (Wetterich et al., 2008; Viehberg and Pienitz, 2017) with <italic>C. pubera</italic>, and <italic>L. inopinata</italic> also recorded in Canada (Viehberg and Pienitz, 2017). <italic>Candona candida</italic> is a generalist species in the Kangerlussuaq region, being present in deeper lakes, higher SRP concentrations and higher nitrate concentrations. These traits suggest that <italic>C. candida </italic>will become abundant in the Greenlandic ostracod fauna, and potentially across the Arctic. For some species, particularly <italic>C. pubera, </italic>nutrient concentrations are a dominant control on distribution. As Arctic warming increases, nutrient sources are predicted to increase. However, currently there is little understanding of the direct and indirect nutrient controls on ostracod fauna. Nutrient status of water appears, however, to be a significant control on ostracod presence and abundance and should be included in future ecological studies globally.</p>
</sec>

      
      </body>
    <back><notes notes-type="dataavailability"><title>Data availability</title>

      <p id="d2e5209">All data is available in the Supplement.</p>
  </notes><app-group>
        <supplementary-material position="anchor"><p id="d2e5212">The supplement related to this article is available online at <inline-supplementary-material xlink:href="https://doi.org/10.5194/bg-23-2847-2026-supplement" xlink:title="pdf">https://doi.org/10.5194/bg-23-2847-2026-supplement</inline-supplementary-material>.</p></supplementary-material>
        </app-group><notes notes-type="authorcontribution"><title>Author contributions</title>

      <p id="d2e5221">LR: Conceptualization, Methodology, Validation, Formal analysis, Investigation, Resources, Writing – original draft, Visualization. SMcG: Methodology, Validation, Investigation, Resources, Writing – original draft. AB: Investigation, Resources, Writing – Review &amp; Editing. JH: Investigation, Writing – Review &amp; Editing. DH: Investigation, Writing – Review &amp; Editing.</p>
  </notes><notes notes-type="competinginterests"><title>Competing interests</title>

      <p id="d2e5227">The contact author has declared that none of the authors has any competing interests.</p>
  </notes><notes notes-type="disclaimer"><title>Disclaimer</title>

      <p id="d2e5233">Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. The authors bear the ultimate responsibility for providing appropriate place names. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.</p>
  </notes><ack><title>Acknowledgements</title><p id="d2e5239">The authors thank: Chris Sørensen at Kangerlussuaq International Science Support (KISS); Mathi Woolford for assistance with ostracod picking; Miles Irving for help with editing figures; and Jim Davy for SEM operation. Travel to Greenland was funded by NWO Rubicon grant 019.183EN.018 awarded to AB.</p></ack><notes notes-type="reviewstatement"><title>Review statement</title>

      <p id="d2e5244">This paper was edited by Pierre Amato and reviewed by Claude Meisch and Steffen Mischke.</p>
  </notes><ref-list>
    <title>References</title>

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