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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mar. Sci.</journal-id>
<journal-title>Frontiers in Marine Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mar. Sci.</abbrev-journal-title>
<issn pub-type="epub">2296-7745</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fmars.2025.1600827</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Marine Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Land-based nutrient flux to a fringing reef: insights from Ofu Island, American Samoa</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Prouty</surname>
<given-names>Nancy G.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/920509/overview"/>
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<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Oberle</surname>
<given-names>Ferdinand K. J.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/746477/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Cheriton</surname>
<given-names>Olivia M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/769723/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Toth</surname>
<given-names>Lauren T.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/774021/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Brown</surname>
<given-names>Eric K.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Storlazzi</surname>
<given-names>Curt D.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/467045/overview"/>
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</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>U.S. Geological Survey, Pacific Coastal and Marine Science Center</institution>, <addr-line>Santa Cruz, CA</addr-line>,&#xa0;<country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>U.S. Geological Survey, St. Petersburg Coastal and Marine Science Center</institution>, <addr-line>St. Petersburg, FL</addr-line>,&#xa0;<country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>U.S. National Park Service, National Park of American Samoa</institution>, <addr-line>Pago Pago, AS</addr-line>,&#xa0;<country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Wei Jiang, Guangxi University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Alberto S&#xe1;nchez-Gonz&#xe1;lez, National Polytechnic Institute (IPN), Mexico</p>
<p>Qianqian Wang, East China Normal University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Nancy G. Prouty, <email xlink:href="mailto:nprouty@usgs.gov">nprouty@usgs.gov</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>31</day>
<month>07</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1600827</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>08</day>
<month>07</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Prouty, Oberle, Cheriton, Toth, Brown and Storlazzi.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Prouty, Oberle, Cheriton, Toth, Brown and Storlazzi</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Submarine groundwater discharge (SGD) can be a critical driver of nutrient transport to coral reef ecosystems, shaping water quality, primary productivity, and overall reef health. This study quantifies SGD fluxes and associated nutrient dynamics in two reef flat pools within the National Park of American Samoa on Ofu Island: Papaloloa Point and Fattuana Point. A multi-method approach integrating multichannel electrical resistivity tomography (ERT), unoccupied aerial system-based thermal infrared (UAS-TIR) surveys, radon-based SGD measurements, and discrete water sampling was used to assess SGD rates and nutrient contributions to nearshore pools. UAS-TIR imagery revealed cooler sea-surface temperatures relative to ambient seawater emanating from coastal point sources in both pools, indicative of SGD, with higher fluxes observed at Papaloloa Point. Time-series radon measurements revealed a strong inverse correlation between calculated SGD rates and tidal stage, further indicative of SGD. The SGD response was immediate (i.e., in phase with the tides) at Papaloloa Point, likely due to its highly permeable calcareous sand and gravel substrate. In contrast, a 2&#x2013;3-hr lag in SGD response at Fattuana Point indicates discharge from a more inland aquifer with lower transmissivity. Nutrient concentrations correlated directly with temperature and salinity, confirming SGD as the dominant nutrient transport mechanism, whereas isotopic analyses demonstrated inputs from both groundwater and potential anthropogenic sources. These findings underscore the complexity of SGD-mediated nutrient dynamics in coral-reef environments and emphasize the need for an integrated geochemical and geophysical approach to support effective coral-reef conservation and management strategies.</p>
</abstract>
<kwd-group>
<kwd>submarine groundwater</kwd>
<kwd>coral</kwd>
<kwd>algae</kwd>
<kwd>nutrients</kwd>
<kwd>hydrogeology</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="80"/>
<page-count count="15"/>
<word-count count="7860"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Coral Reef Research</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Efforts to mitigate nutrient pollution in coral reef environments have traditionally focused on surface runoff, but submarine groundwater discharge (SGD) is increasingly recognized as a critical vector for nutrient transport in many coastal systems (<xref ref-type="bibr" rid="B48">Moosdorf et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B17">Camacho-Cruz et&#xa0;al., 2025</xref>). SGD refers to the movement of groundwater from terrestrial sources through coastal sediment into the marine environment and can be particularly important in regions with limited riverine input and highly permeable bedrock (<xref ref-type="bibr" rid="B9">Bienfang and Johnson, 1980</xref>; <xref ref-type="bibr" rid="B58">Parsons et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B34">Hunt and Rosa, 2009</xref>; <xref ref-type="bibr" rid="B77">Swarzenski et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B51">Nelson et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B2">Amato et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B28">Fackrell et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B75">Swarzenski et&#xa0;al., 2017</xref>, <xref ref-type="bibr" rid="B17">Camacho-Cruz et&#xa0;al., 2025</xref>). SGD can deliver bioactive solutes, including nutrients (N, P, Si), dissolved gases (CH<sub>4</sub>, CO<sub>2</sub>), trace metals (Fe, Ni, Zn), as well as potential contaminants such as pathogens and toxins (<xref ref-type="bibr" rid="B78">Taniguchi et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B14">Burnett et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B59">Paytan et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B74">Swarzenski et&#xa0;al., 2006</xref>).</p>
<p>Although SGD can serve as a nutrient source to oligotrophic reef systems (e.g., <xref ref-type="bibr" rid="B59">Paytan et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B51">Nelson et&#xa0;al., 2015</xref>) and provide thermal refugia (<xref ref-type="bibr" rid="B5">Bachman et&#xa0;al., 2022</xref>), human-derived nutrient inputs via SGD pose significant threats to reef health (<xref ref-type="bibr" rid="B65">Santos et&#xa0;al., 2021</xref>). Elevated N and P levels associated with SGD have been linked to increased coral disease susceptibility (<xref ref-type="bibr" rid="B12">Bruno et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B63">Redding et&#xa0;al., 2013</xref>), reductions in coral abundance and diversity (<xref ref-type="bibr" rid="B26">Fabricius, 2005</xref>; <xref ref-type="bibr" rid="B40">Lapointe et&#xa0;al., 2005</xref>), and the promotion of harmful algal blooms (<xref ref-type="bibr" rid="B4">Anderson et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B33">Hu et&#xa0;al., 2006</xref>). Excess nutrient input via SGD has also been implicated in enhanced coral bioerosion, leading to reef structure degradation and loss of critical habitat for marine organisms (<xref ref-type="bibr" rid="B62">Prouty et&#xa0;al., 2017</xref>). A notable example of SGD-driven eutrophication is in Maui, Hawaii where excessive macroalgal growth has been linked to nutrient-rich SGD originating from treated wastewater discharge (<xref ref-type="bibr" rid="B20">Dailer et&#xa0;al., 2010</xref>, <xref ref-type="bibr" rid="B21">2012</xref>).</p>
<p>In American Samoa, primary threats to groundwater quality include pesticide residues, sediment loading from land-based pollution sources (e.g., quarry operations, development), automobile-related pollution, and nutrient and pathogen contamination from wastewater disposal systems (<xref ref-type="bibr" rid="B79">USACE, 2022</xref>). According to <xref ref-type="bibr" rid="B69">Shuler et&#xa0;al. (2019)</xref>, wastewater and manure are likely sources of elevated nutrient levels to coastal ecosystems in nearby Tutuila Island, American Samoa, the largest and most populous island of American Samoa. The ecological impacts of SGD, however, are strongly modulated by hydrodynamic processes (<xref ref-type="bibr" rid="B46">Monismith, 2006</xref>; <xref ref-type="bibr" rid="B31">Hearn, 2011</xref>; <xref ref-type="bibr" rid="B72">Storlazzi et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B17">Camacho-Cruz et&#xa0;al., 2025</xref>). SGD is a dynamic and spatially heterogeneous process influenced by terrestrial hydrogeology, tides, and wave action, occurring as both localized point-source discharges and diffuse seepage (<xref ref-type="bibr" rid="B23">Dimova et&#xa0;al., 2012</xref>). Consequently, SGD-related impacts on reef health depend on the balance between dispersive and retentive water circulation processes (<xref ref-type="bibr" rid="B25">Erftemeijer et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B67">Shedrawi et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B72">Storlazzi et&#xa0;al., 2018</xref>).</p>
<p>Previous studies demonstrated that SGD is the primary freshwater source to coral-reef environments within the Ofu island unit of the National Park of American Samoa (NPSA), suggesting that SGD may play a significant role in nutrient transport to Ofu Island&#x2019;s coral reefs (<xref ref-type="bibr" rid="B29">Garrison et&#xa0;al., 2007</xref>). As climate change intensifies threats to coral reefs through rising ocean temperatures and acidification (<xref ref-type="bibr" rid="B32">Hoegh-Guldberg et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B27">Fabricius et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B30">Gattuso et&#xa0;al., 2015</xref>), managing local stressors such as eutrophication is increasingly critical for reef conservation. Notably, the corals of the Ofu island unit exhibit exceptional thermal tolerance, with daily temperature fluctuations exceeding 6&#xb0;C and frequent exposure to temperatures above the local coral bleaching threshold of 30&#xb0;C (<xref ref-type="bibr" rid="B19">Craig et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B57">Palumbi et&#xa0;al., 2014</xref>). As a result, these corals may provide critical insights into the potential of coral acclimatization and adaptation to climate change (<xref ref-type="bibr" rid="B7">Barshis et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B57">Palumbi et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B6">Barker, 2018</xref>). However, in 2017, a significant outbreak of the macroalga <italic>Valonia fastigiata</italic> was reported on the coral reefs within the NPSA Ofu island unit (<xref ref-type="bibr" rid="B80">Vaeoso, 2022</xref>). Prior to the recent <italic>V. fastigiata</italic> outbreak, macroalgal cover on Ofu island unit coral reefs was estimated to be less than 20%. Surveys in the late 2010s indicated that <italic>V. fastigiata</italic> cover increased to more than 50% in many reef flat pools and was actively overgrowing healthy coral colonies (<xref ref-type="bibr" rid="B80">Vaeoso, 2022</xref>). This shift was hypothesized to be in response to a change in local nutrient dynamics that favors macroalgal proliferation (<xref ref-type="bibr" rid="B42">Littler and Littler, 1985</xref>). However, there remains limited understanding of local SGD rates and associated nutrient fluxes</p>
<p>To address this knowledge gap, we present findings from an integrated study using oceanographic, remote sensing, geophysical, and geochemical analyses conducted in two reef flat pools within the NPSA Ofu island unit. Whereas traditional SGD assessments typically rely on simplified hydrogeological, bathymetric, and hydrodynamic assumptions, potentially leading to oversimplified estimations of nutrient fluxes, recent advancements, such as high-resolution Unoccupied Aerial System (UAS)-based thermal infrared (TIR) imaging, have improved the ability to characterize fine-scale SGD heterogeneity. For example, <xref ref-type="bibr" rid="B53">Oberle et&#xa0;al. (2022)</xref> demonstrated that SGD in Faga&#x2bb;alu Bay, Tutuila Island, American Samoa, is spatially heterogeneous and controlled by both hydrogeologic and oceanographic processes modulated by the reef structure itself. Therefore, by applying an integrated approach, we can better understand the spatial and temporal variability of nutrient-enriched SGD in the context of coral-reef health.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<label>2</label>
<title>Materials and methods</title>
<sec id="s2_1">
<label>2.1</label>
<title>Study site</title>
<p>Ofu Island, part of the Manu&#x2bb;a Islands in American Samoa, is in the South Pacific Ocean and is surrounded by a fringing reef ranging from 80&#x2013;180 m in width. Our study sites were situated on the southern reef, within the Ofu island unit of NPSA (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Previous research on the south shore of Ofu Island (<xref ref-type="bibr" rid="B56">Oliver and Palumbi, 2009</xref>) has described the reef flat as having a series of semi-independent, shallow, sand-filled depressions or pools, wherein each pool exhibits greater water exchange with the offshore ocean via depressions in the reef flat than with adjacent pools. The reef flat pools of Ofu Island support high biodiversity, including nearly 300 fish species and 80 coral species, several of which are listed under the U.S. Endangered Species Act (<xref ref-type="bibr" rid="B19">Craig et&#xa0;al., 2001</xref>) and contains one of the best preserved Indo-Pacific coral-reef ecosystems in the U.S. National Park system (<xref ref-type="bibr" rid="B49">National Park Service, 2017</xref>). The reef also provides essential coastal protection by buffering wave energy and reducing beach erosion (<xref ref-type="bibr" rid="B73">Storlazzi et&#xa0;al., 2019</xref>). This study focused on two pools within the NPSA&#x2019; Ofu island unit: Papaloloa Point, located near the island&#x2019;s airstrip (previously designated as Pool 200), and Fattuana Point, situated approximately 800 m northeast of Papaloloa Point (previously designated as Pool 300). Ofu Island consists predominantly of thin-bedded basaltic lava with high permeability (<xref ref-type="bibr" rid="B22">Davis, 1963</xref>) and represents the erosional remnant of a larger volcanic island that was bisected into Ofu and Olosega Islands by fluvial and marine erosion. The geology of the beach-ridge deposits where this study took place is characterized by homogeneous unconsolidated calcareous sand that was deposited during the seaward progradation during the past 2&#x2013;3 kyr B.P. (<xref ref-type="bibr" rid="B38">Kirch and Hunt 1993</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Map of study area, showing Ofu and Olosega Islands with the location of the pools at Papaloloa Point and Fattuana Point, as well as the American Samoa Power Authority Well No. 202. The inset maps show the location of American Samoa in the southwestern Pacific Ocean and the inset satellite imagery shows the location of the Va&#x2019;oto Lodge, Va&#x2019;oto Lodge cesspool, Va&#x2019;oto Marsh, airstrip, and the NPSA Ofu Ranger Station in the vicinity of Papaloloa Point.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1600827-g001.tif">
<alt-text content-type="machine-generated">Satellite map of Ofu and Olosega islands in American Samoa. Key locations include Papaloloa Point and Fatuana Point. Insets show detailed views with labeled areas like the NPSA office and lodge. A small map indicates the islands' location in the Pacific Ocean. Scale bars show 200 meters and 4,000 meters.</alt-text>
</graphic>
</fig>
<p>Although a few spring-fed streams exist on Ofu Island, they percolate rapidly into the underlying volcanic bedrock. At sea level, the highly permeable basaltic substrate hosts a substantial volume of fresh groundwater, forming a thin freshwater lens within a high-recharge aquifer (<xref ref-type="bibr" rid="B22">Davis, 1963</xref>). The lens is likely thickest in the island&#x2019;s interior of Ofu Island and thinnest at the coast, where abundant groundwater discharge may occur. The absence of a significant coastal plain, and steep slopes along the coast facilitate the direct discharge of groundwater from the freshwater lens into the Pacific Ocean. Coastal springs are readily identifiable along the present shoreline during spring low tides within the study area (<xref ref-type="bibr" rid="B80">Vaeoso, 2022</xref>). Early hydrological investigations of Ofu Island (<xref ref-type="bibr" rid="B22">Davis, 1963</xref>) revealed that during periods when upland springs&#x2014;traditionally the primary source of drinking water&#x2014;failed to meet demand, residents were compelled to rely on abundant SGD springs, locally known as vai puna o le mata o le vasa, underscoring their critical cultural and historical significance. This historical reliance is further exemplified by the To&#x2bb;aga archaeological site, which spans nearly three millennia of Samoan history and features a deep sequence of ceramics dating back over 3000 yr, when the beach shoreline was positioned further inland (<xref ref-type="bibr" rid="B39">Kirch et&#xa0;al., 1990</xref>; <xref ref-type="bibr" rid="B3">Anderson, 1995</xref>). The proximity of the To&#x2bb;aga site (&lt;1 km to the east) to present SGD springs at Fattuana Point indicates that these springs may have been the only readily accessible water source for its former occupants. Similar cultural valuations of freshwater sources have been documented in other Pacific regions, such as Moloka&#x2bb;i, Hawaii (<xref ref-type="bibr" rid="B52">Oberle et&#xa0;al., 2023</xref>), where SGD springs were also used for drinking water during times of water shortages.</p>
<p>Hydrodynamic processes within the reef flat pools are influenced by a combination of tidally modulated wave-forced flows and longer-period (&gt;100 s) infragravity waves propagating across the reef flat (<xref ref-type="bibr" rid="B18">Cheriton et&#xa0;al., 2024</xref>). Ofu Island has a microtidal regime; at low tide, flow is focused from reef crest into the pools, whereas at high tide, flow is predominantly seaward from the pools (<xref ref-type="bibr" rid="B44">Maticka et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B18">Cheriton et&#xa0;al., 2024</xref>). Ofu Island is sparsely populated, with the main village located on the western shore, approximately 2.2 km from Papaloloa Point pool study site. Key infrastructure at Papaloloa Point includes a small airport with associated government buildings, Va&#x2019;oto Lodge and its existing cesspool, and the NPSA Ofu Ranger Station (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Ofu Island has one active well, managed by the American Samoa Power Authority (ASPA) Well No. 202. Additionally, a small wetland, Va&#x2019;oto Marsh, is situated adjacent to the airport and several government facilities.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Field sampling</title>
<p>In February 2020, the U.S. Geological Survey (USGS) conducted a field campaign at the Papaloloa Point and FatTuana Point reef flat pools within the Ofu island unit of NPSA (<xref ref-type="fig" rid="f1">
<bold>Figures&#xa0;1</bold>
</xref>, <xref ref-type="fig" rid="f3">
<bold>3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). The study aimed to quantify SGD and its role in nutrient delivery and possible impact on the reef health.</p>
<sec id="s2_2_1">
<label>2.2.1</label>
<title>Electrical resistivity</title>
<p>Electrical resistivity has long been recognized as a robust tool for delineating the dynamics and spatial extent of the freshwater&#x2013;saltwater interface in coastal aquifers (<xref ref-type="bibr" rid="B43">Manheim et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B74">Swarzenski et&#xa0;al., 2006</xref>, <xref ref-type="bibr" rid="B76">2007</xref>; <xref ref-type="bibr" rid="B55">Oberle et&#xa0;al., 2017</xref>, <xref ref-type="bibr" rid="B54">2019</xref>, <xref ref-type="bibr" rid="B52">2023</xref>). In this investigation, multichannel electrical resistivity tomography (ERT) surveys were conducted along four transects on the beach ridge consisting of unconsolidated calcareous sand deposits: (1) Papaloloa Point Center (shore perpendicular), (2) Papaloloa Point Center (shore parallel), (3) Papaloloa Point East, and (4) Fattuana Point (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). At Papaloloa Point Center, one transect was oriented perpendicular to the shoreline, whereas all other transects were aligned parallel to the shoreline. Subsurface resistivity was measured using an AGI SuperSting R8 system equipped with a 56-electrode cable, with electrodes spaced 2 m apart. Each electrode was affixed to the sediment using a 35-cm stainless steel spike, and the relative elevation of each electrode was recorded. The ERT measurements were acquired using a dipole&#x2013;dipole array configuration, and resistivity values were processed using AGI EarthImager inverse modeling routines. The Root Mean Square (RMS) error for each model profile is shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>. The primary objective was to identify SGD point sources along the beachfront for subsequent flux quantification.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Electrical Resistivity Tomography (ERT) profiles at: <bold>(A)</bold> Papaloloa Point Center (shore perpendicular), <bold>(B)</bold> Papaloloa Point Center (shore parallel), <bold>(C)</bold> Papaloloa Point East, and <bold>(D)</bold> Fattuana Point. The x-axis is distance along the profile in meters. Profile A is oriented shore perpendicular (north to south); all other profiles <bold>(B, C, D)</bold> are shore-parallel and oriented west to east (refer to <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref> and <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref> for detailed location). Profiles A, B, and D were recorded during low tide and profile C was recorded during high tide. Approximate mean sea level (MSL) is indicated to give elevation reference. Saltwater intrusion (blue) is shown below a brackish or freshwater lens (green), underlying a flat, unsaturated thin topsoil layer (orange and yellows) and basaltic flows with low permeability (orange and red). The map in the lower left shows the location of the ERT profiles, labeled by panel letter. Note that the color bar scales for <bold>(A, B)</bold> are different from <bold>(C, D)</bold> Electrode spacing (2 m) shown as a line with square symbols denoting the electrodes. The Root Mean Square (RMS) error for each model profile is shown in lower right corner.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1600827-g002.tif">
<alt-text content-type="machine-generated">Four geophysical profiles (A-D) show subsurface water conditions in a coastal area. Each panel indicates elevation in meters with varying colors representing resistivity levels. Profile A shows unsaturated, fresh, and brackish water above saltwater. Profiles B and C indicate mostly brackish and saltwater. Profile D shows a mix of fresh and saltwater. An inset map demonstrates the profiles&#x2019; locations along the coastline, marked by letters A-D, south of a forested area.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2_2_2">
<label>2.2.2</label>
<title>Thermal infrared and YSI surveys</title>
<p>Unoccupied Aerial System (UAS)-based thermal infrared (TIR) surveys were conducted using methodologies outlined in <xref ref-type="bibr" rid="B53">Oberle et&#xa0;al. (2022)</xref>. The surveys employed a 3DR Solo drone platform equipped with a gimbaled FLIR TAU2&#x2013;640 TIR camera integrated with a ThermalCapture module (TeAx Technology UG). The TAU2&#x2013;640 features a pixel resolution of 640 &#xd7; 512, a spectral range of 7.5&#x2013;13.5 &#xb5;m, and a 13 mm lens, providing a 45&#xb0; &#xd7; 37&#xb0;field of view. The camera has an emissivity sensitivity of 0.05 K and an internal accuracy of &#xb1; 5&#xb0;C. The UAS-TIR surveys were conducted during morning hours under calm wind conditions (~0.4 m/s) at altitudes of 50 and 200 m above mean sea level. Data were recorded from a stationary hover position during low tide, yielding ground pixel resolutions of 8 and 26 cm, respectively for each altitude, at a capture rate of 4 Hz. TIR imagery was post-processed in ThermoViewer v.3.0.7., compensating for &#x2018;cold corners&#x2019; using ThermoViewer&#x2019;s motion-based non-uniformity correction and drift compensation using flat-field correction events (<xref ref-type="bibr" rid="B24">DiNapoli et&#xa0;al., 2021</xref>). Individual frames were extracted from the raw TIR data as radiometric RJPG files and subsequently assembled into orthomosaics using Agisoft Metashape Professional&#x2019;s (v.1.6) thermal mapping workflow. Thermal orthomosaics were georeferenced using QGIS relative to fixed features, and areas of surficial groundwater discharge were visually delineated based on thermal contrast with surrounding waters. These temperature features were ground-truthed with Solinst 3001 Levelogger pressure/temperature sensors. The resulting images were used to identify SGD point sources and associated surface plumes. To complement the UAS-TIR surveys, a calibrated YSI ProDSS multiparameter instrument with GPS was towed by kayak across the lagoons and reef flat, measuring spatial temperature and salinity patterns at 5&#x2013;10 cm depth.</p>
</sec>
<sec id="s2_2_3">
<label>2.2.3</label>
<title>Radon&#x2010;222</title>
<p>Radon&#x2010;222 is an effective tracer for quantifying SGD, because its short half&#x2010;life (3.8 d) and its significant enrichment in groundwater relative to surface water allow it to detect short-term (days to weeks) variability in SGD, such as tidal or seasonal fluctuations (<xref ref-type="bibr" rid="B1">Adyasari et&#xa0;al., 2023</xref>). In this study, a specially designed autonomous SGD buoy (<xref ref-type="bibr" rid="B53">Oberle et&#xa0;al., 2022</xref>) was deployed at 6 locations within SGD plumes for a duration of at least 2 d at each site. The buoy contained one Durridge RAD7 radon detection system (factory calibrated with NIST/IAEA standards of known <sup>222</sup>Rn activity) that was employed in conjunction with a water/air exchanger to measure <sup>222</sup>Rn in air. This configuration permits near real&#x2010;time calculation of aqueous <sup>222</sup>Rn concentrations by measuring the air&#x2010;phase <sup>222</sup>Rn and applying the temperature&#x2010;dependent partitioning coefficient (<xref ref-type="bibr" rid="B15">Burnett et&#xa0;al., 2003</xref>, <xref ref-type="bibr" rid="B14">2006</xref>; <xref ref-type="bibr" rid="B74">Swarzenski et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B66">Schubert et&#xa0;al., 2014</xref>). The sampling sites were strategically selected based on ERT results, the YSI water quality surveys, UAS-surveys, and inferred gradients in oceanographic, geologic, and hydrologic controls. Time&#x2010;series measurements of <sup>222</sup>Rn were recorded at 30&#x2010;min intervals over the deployment period at 6 locations on the reef flat composing three cross-shore transects: Papaloloa Point Center and East (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>), and Fattuana Point (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4A</bold>
</xref>). Each transect included two measurement sites: (1) a coastal spring point source within 3 m of the shoreline and (2) an offshore site 40 m seaward over the shallow reef flat. Freshwater endmembers were collected from a coastal spring at Fattuana Point and from ASPA Well No. 202 (~2 km NW of study site) that supplies drinking water to Ofu, with the endmember value established after peak concentrations stabilized (<italic>n</italic> = 10). Concurrent and co-located measurements in the surface and bottom waters were conducted using Solinst LTC Leveloggers at the buoy sites, which continuously monitored pressure, conductivity, and temperature. A non&#x2010;steady&#x2010;state radon mass&#x2010;balance box model was then implemented to estimate SGD rates, following methodologies previously described in the literature (<xref ref-type="bibr" rid="B15">Burnett et&#xa0;al., 2003</xref>, <xref ref-type="bibr" rid="B14">2006</xref>; <xref ref-type="bibr" rid="B16">Burnett and Dulaiova, 2006</xref>; <xref ref-type="bibr" rid="B74">Swarzenski et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B66">Schubert et&#xa0;al., 2014</xref>). The model incorporates radon inputs from (i) total benthic fluxes via SGD, (ii) diffusive fluxes from sediment, and (iii) <italic>in situ</italic> production from dissolved <sup>222</sup>Ra, while accounting for radon losses due to gas evasion, radioactive decay, and mixing with offshore radon-depleted water. Groundwater discharge rates were calculated by dividing the net radon inventory (i.e., the difference between source and sink fluxes) by the discharging groundwater <sup>222</sup>Rn concentration. The combined uncertainty of the SGD rates was calculated by taking the square root of the sum of the squares of individual independent errors of the box model. Most existing SGD studies use standard deviation as a method to calculate uncertainty, which commonly yields uncertainties that are significantly lower than our more robust calculations.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Geophysical and geochemical data at Papaloloa Point. <bold>(A)</bold> Aerial thermal infrared data (&#xb1; 5&#xb0;C). <bold>(B)</bold> Alongshore YSI salinity plot with relative location of radon buoy alongshore (+). In <bold>(A)</bold>, the map denotes the locations of the SGD radon buoy (black crosses), the electrical resistivity tomography (ERT) surveys A, B,and C (green lines), the YSI transect (blue line), the coastal SGD plumes (black dotted area), and the region of higher algal cover (&gt;11%) <italic>Valonia fastigiata</italic> (red dotted area). The low salinity (fresher water) coastal SGD plumes emanate from the source springs (blue arrows).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1600827-g003.tif">
<alt-text content-type="machine-generated">Aerial map depicting a coastline with color gradients indicating ocean temperature variations from 24&#xb0;C to 34&#xb0;C. Symbols mark radon buoys, coastal springs, and plumes. Overlays show algae outbreaks, ERT, and YSI lines. A salinity graph below shows a decline from 34 to 30 at around 200 meters distance.</alt-text>
</graphic>
</fig>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Geophysical and geochemical data at Fattuana Point. <bold>(A)</bold> Aerial thermal infrared data (&#xb1; 5&#xb0;C); <bold>(B)</bold> Alongshore YSI salinity plot with relative location of radon buoy alongshore (+). In <bold>(A)</bold>, the map denotes the locations of the SGD radon buoy (black crosses), the electrical resistivity tomography (ERT) surveys A, B, and C (green lines), the YSI transect (blue line), the coastal SGD plumes (black dotted area), coastal spring (CS) and the region of higher cover (&gt;11%) <italic>Valonia fastigiata</italic> (red dotted area). The low salinity (fresher water) coastal SGD plumes emanate from the source springs (blue arrows).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1600827-g004.tif">
<alt-text content-type="machine-generated">Map (A) shows a coastal area with an overlay of temperature data, ranging from 34&#xb0;C to 24&#xb0;C, and features such as algae outbreak, radon buoy, coastal spring, plume, ERT, and YSI are indicated. (B) is a line graph of salinity versus distance, showing a notable dip in salinity around 200 meters.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2_2_4">
<label>2.2.4</label>
<title>Nutrient and macroalgae analysis</title>
<p>Discrete water samples were collected at low tide from free-flowing coastal springs, a groundwater well (ASPA Well No. 202), Va&#x2019;oto Marsh, and Va&#x2019;oto Lodge cesspool (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Samples were obtained using a peristaltic pump with a YSI ProDSS sensor to provide <italic>in-situ</italic> temperature and salinity, and an inline 0.45-&#xb5;m cellulose nitrate filter to remove particulates. Nearshore and reef-flat samples were filtered with 0.20-&#xb5;m polyethersulfone syringe filters and frozen until analysis. Dissolved nutrient concentrations were measured at the SOEST Laboratory for Analytical Biogeochemistry at the University of Hawaii via flow injection analysis for ammonium (NH<sub>4</sub>
<sup>+</sup>), silicate (SiO<sub>4</sub>
<sup>4-</sup>), phosphate (PO<sub>4</sub>
<sup>3-</sup>), and nitrate (NO<sub>3</sub>
<sup>-</sup>) + nitrite (NO<sub>2</sub>
<sup>-</sup>), referred to as N+N, with analytical precision ranging from 0.6&#x2013;3.0%, 0.6&#x2013;0.8%, 0.9&#x2013;1.3%, and 0.3&#x2013;1.0% relative standard deviation, respectively. Select samples were analyzed for nitrate isotope ratios (&#x3b4;<sup>15</sup>N<sub>NO3</sub> and &#x3b4;<sup>18</sup>O<sub>NO3</sub>) at the University of California, Davis Stable Isotope Facility using the denitrifier method (<xref ref-type="bibr" rid="B70">Sigman et&#xa0;al., 2001</xref>) and calibration standards USGS 32, USGS 34, and USGS 35. Isotope values were reported in per mil (&#x2030;) relative to AIR for &#x3b4;<sup>15</sup>N and VSMOW for &#x3b4;<sup>18</sup>O, with precisions of &#xb1;0.3&#x2030;&#x2013;0.4&#x2030; and &#xb1;0.5&#x2030;&#x2013;0.6&#x2030;, respectively.</p>
<p>Macroalgae <italic>V</italic>. <italic>fastigiata</italic> samples were collected opportunistically in February 2020 from each pool for &#x3b4;<sup>15</sup>N analysis to assess nutrient integration over time (<xref ref-type="bibr" rid="B61">Prouty, 2025</xref>). Samples were photographed, frozen, freeze-dried, homogenized, and analyzed using an Elemental Analyzer-Isotope Ratio Mass Spectrometer at the Stable Isotope Geosciences Facility, Texas A&amp;M University and calibration standards USGS 40 and USGS 41a. Analytical uncertainty for &#x3b4;<sup>15</sup>N was &#xb1;0.2&#x2030;.</p>
</sec>
<sec id="s2_2_5">
<label>2.2.5</label>
<title>Hydrodynamic sensors</title>
<p>A suite of hydrodynamic sensors was also deployed along shore-parallel transects in each reef flat pool. However, due to COVID-19-related travel restrictions, many instruments were lost or could not be recovered. Only four RBR Virtuoso pressure sensors&#x2014;two from the Papaloloa Point reef flat and two from the Fattuana Point reef flat&#x2014;were successfully retrieved (<xref ref-type="bibr" rid="B18">Cheriton et&#xa0;al., 2024</xref>).</p>
</sec>
</sec>
</sec>
<sec id="s3" sec-type="results">
<label>3</label>
<title>Results</title>
<sec id="s3_1">
<label>3.1</label>
<title>Freshwater-saline interface</title>
<p>Spatial ERT measurements from our study represent the first application of this technique on Ofu. Given the relative uniformity of the shoreline and coastal plain geology (<xref ref-type="bibr" rid="B38">Kirch and Hunt, 1993</xref>), variations in ERT are assumed to be predominantly driven by changes in salinity (<xref ref-type="bibr" rid="B55">Oberle et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B13">Buquet et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B36">Johnson et&#xa0;al., 2015</xref>). The ERT profiles delineate a distinct nearshore freshwater layer at Papaloloa Point, a feature that is nearly absent at Fattuana Point (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Additionally, the profiles reveal a depth-dependent increase in salinity, with the saltwater interface predominantly occurring at mean sea level. The observed freshwater saturation at mean sea level is consistent with the presence of tidally driven SGD springs. In particular, the shore-perpendicular ERT profile at Papaloloa Point Center (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>) documents a thin freshwater lens (~1 m thick) extending toward the main SGD spring as reported below.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Submarine groundwater discharge plume</title>
<p>UAS-TIR imagery identified cooler sea-surface temperatures in the Papaloloa Point and Fattuana Point pools, confirming active SGD (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). Near the SGD point sources captured in the UAS-TIR surveys, YSI transects recorded a 3&#x2013;4 unit decrease in salinity (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3B</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4B</bold>
</xref>). Based on UAS-TIR imagery, the estimated SGD plume areas were 750 m&#xb2;, 200 m&#xb2;, and 400 m&#xb2; at Papaloloa Point Center, Papaloloa Point East, and Fattuana Point, respectively, but the imagery also identified spatial heterogeneity at the meter scale. The difference between the average temperature in the SGD plumes and surrounding waters ranged from 2&#xb0;C to 4&#xb0;C.</p>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Submarine groundwater discharge point source</title>
<p>The radon buoy data at Papaloloa Point exhibited a classic inverse relationship between tidal stage and <sup>222</sup>Rn concentrations, indicating increased groundwater discharge during low tide when hydraulic gradients between coastal groundwater and seawater were greatest (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). At Fattuana Point, however, there was a 2&#x2013;3 hr lag between the minimum water level at low tide and maximum <sup>222</sup>Rn concentrations. The highest mean SGD rates were observed at Papaloloa Point Center, followed by Fattuana Point, and Papaloloa Point East (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Maximum SGD rates at the point sources ranged from 0.15 m d<sup>-1</sup> to 2.90 m d<sup>-1</sup>. Within 40 m offshore, SGD rates decreased by 4% at Papaloloa Point Center and 54% at Fattuana Point, whereas SGD was undetectable offshore at Papaloloa Point East (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Relationship between excess radon concentrations (222Rn ex; disintegrations min<sup>-1</sup> m<sup>-3</sup>; orange) with &#xb1; 1 standard deviation (vertical gray bars) and reef-flat water levels (m; blue dashed line) for three transects: Papaloloa Point Center <bold>(A, B)</bold>, Papaloloa Point East <bold>(C, D)</bold>, and Fattuana Point <bold>(E, F)</bold>. The point-source measurements are the left-hand panels, and the corresponding sites 40 m farther offshore are the right-hand panels. Refer to <xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref> and <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref> for deployment locations. These timeseries, in local time, demonstrate the tidal control on SGD rates, such that the highest excess radon concentrations occur at or after low tide when the hydraulic gradients between the coastal groundwater and the seawater are highest. The highest SGD rates were observed at the point source in Papaloloa Point Center <bold>(A)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1600827-g005.tif">
<alt-text content-type="machine-generated">Six graphs depict radon-222 levels and tidal water levels at various distances and locations in Ofu. Each graph details mean submarine groundwater discharge (SGD) advection rates:  A) Papaloa Point, 3 meters, mean SGD rate 0.39 to 0.74 meters per day. B) Papaloa Point, 40 meters, mean SGD rate 0.01 to 0.03 meters per day. C) Papaloa Point East, 3 meters, mean SGD rate 0.02 to 0.04 meters per day. D) Papaloa Point East, 40 meters, background levels, no advection. E) Fatuana Point, 3 meters, mean SGD rate 0.07 to 0.13 meters per day. F) Fatuana Point, 40 meters, mean SGD rate 0.04 to 0.07 meters per day.</alt-text>
</graphic>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Submarine groundwater discharge (SGD) rates (m d<sup>-1</sup>) and resulting SGD flux (m<sup>3</sup> d<sup>-1</sup>) at nearshore (~3 m from shore) and offshore (~40 m from shore) locations.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Location</th>
<th valign="bottom" align="left">Papaloloa Point Center nearshore</th>
<th valign="middle" align="left">Papaloloa Point Center offshore</th>
<th valign="middle" align="left">Papaloloa Point East nearshore</th>
<th valign="middle" align="left">Papaloloa Point East offshore</th>
<th valign="middle" align="left">Fattuana Point nearshore</th>
<th valign="top" align="left">Fattuana Point offshore</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Mean SGD rate (m d<sup>-1</sup>)</td>
<td valign="bottom" align="left">0.39-0.74</td>
<td valign="bottom" align="left">0.01-0.03</td>
<td valign="bottom" align="left">0.02-0.04</td>
<td valign="bottom" align="left">n.d.</td>
<td valign="bottom" align="left">0.07-0.13</td>
<td valign="bottom" align="left">0.04-0.07</td>
</tr>
<tr>
<td valign="top" align="left">Maximum SGD rate (m d<sup>-1</sup>)</td>
<td valign="bottom" align="left">1.69-2.90</td>
<td valign="bottom" align="left">0.09-0.17</td>
<td valign="bottom" align="left">0.15-0.28</td>
<td valign="bottom" align="left">n.d.</td>
<td valign="bottom" align="left">0.38-0.71</td>
<td valign="bottom" align="left">0.39-0.74</td>
</tr>
<tr>
<td valign="top" align="left">Combined uncertainty (m d<sup>-1</sup>)</td>
<td valign="bottom" align="left">1.15-2.19</td>
<td valign="bottom" align="left">0.03-0.06</td>
<td valign="bottom" align="left">0.04-0.07</td>
<td valign="bottom" align="left">n.d.</td>
<td valign="bottom" align="left">0.21-0.39</td>
<td valign="bottom" align="left">0.09-0.18</td>
</tr>
<tr>
<td valign="top" align="left">Discharge area (m<sup>2</sup>)</td>
<td valign="bottom" align="left">750</td>
<td valign="bottom" align="left">750</td>
<td valign="bottom" align="left">200</td>
<td valign="bottom" align="left">n.d.</td>
<td valign="bottom" align="left">400</td>
<td valign="bottom" align="left">400</td>
</tr>
<tr>
<td valign="top" align="left">Mean SGD flux (m<sup>3</sup> d<sup>-1</sup>)</td>
<td valign="bottom" align="left">293-555</td>
<td valign="bottom" align="left">8-23</td>
<td valign="bottom" align="left">4-8</td>
<td valign="bottom" align="left">n.d.</td>
<td valign="bottom" align="left">28-52</td>
<td valign="bottom" align="left">16-28</td>
</tr>
<tr>
<td valign="top" align="left">Maximum SGD flux (m<sup>3</sup> d<sup>-1</sup>)</td>
<td valign="bottom" align="left">1268-2175</td>
<td valign="bottom" align="left">68-128</td>
<td valign="bottom" align="left">30-56</td>
<td valign="bottom" align="left">n.d.</td>
<td valign="bottom" align="left">152-284</td>
<td valign="bottom" align="left">156-296</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The range in SGD rate and flux represents the use of both the coastal spring and well endmember. The combined uncertainty of the SGD rates was calculated by taking the square root of the sum of the squares of individual independent errors of the box model. The discharge area was determined from the aerial thermal imagery (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref> and <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). Note: Radon&#x2010;222 was not detected at the Papaloloa Point East offshore sample station, as denoted by n.d.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The SGD-influenced area delineated with the UAS-TIR (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>) was multiplied with radon-derived advection rates to calculate volumetric SGD rates (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Following a similar pattern to SGD rates reported above, the highest SGD flux occurred at Papaloloa Point Center (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>), with a maximum flux of 2,175 m&#xb3; d<sup>-1</sup>, whereas fluxes at Papaloloa Point East and Fattuana Point were an order of magnitude lower (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Although SGD fluxes diminished with distance from shore, corals within 40 m of point sources at Papaloloa Point Center and Fattuana Point nonetheless receive input from SGD as documented from the flux measurements made at the offshore buoy locations (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>).</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Submarine groundwater discharge composition and nutrient fluxes</title>
<p>Nutrient concentrations were lowest in fore-reef water samples compared to all other sample types (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Elevated SiO<sub>4</sub>
<sup>4-</sup> levels in the SGD, Va&#x2019;oto Lodge cesspool, and ASPA Well No. 202 samples indicated freshwater movement through the basaltic aquifer (<xref ref-type="bibr" rid="B71">Stef&#xe1;nsson and G&#xed;slason, 2001</xref>), whereas lower SiO<sub>4</sub>
<sup>4-</sup> concentrations in the Va&#x2019;oto Marsh indicated contributions from other freshwater sources (e.g., rainwater). The cesspool sample contained the highest PO<sub>4</sub>
<sup>3-</sup> and NH<sub>4</sub>
<sup>+</sup> concentrations; however, NH<sub>4</sub>
<sup>+</sup> was minimal in the SGD samples. PO<sub>4</sub>
<sup>3-</sup> concentrations in the SGD and marsh samples were lower than in the cesspool. In contrast, N+N concentrations were elevated in the cesspool, SGD, and ASPA Well No. 202 samples (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref>). Excluding NH<sub>4</sub>
<sup>+</sup>, nutrient concentrations correlated significantly (Pearson-product correlation coefficient (<italic>r</italic>) at <italic>p &#x2264;</italic> 0.05) with temperature and salinity (<xref ref-type="bibr" rid="B61">Prouty, 2025</xref>), with correlation coefficients ranging from -0.65 to -0.95 and -0.72 to -0.98 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Figure&#xa0;1</bold>
</xref>), respectively supporting the hypothesis that SGD is the primary pathway for nutrient delivery to the pools. Nutrient concentrations at higher salinities are close to oceanic levels, reflecting the effectiveness of physical mixing (e.g., dilution) on nearshore nutrient concentrations (<xref ref-type="bibr" rid="B8">Bienfang et&#xa0;al., 2009</xref>). The &#x3b4;<sup>15</sup>N<sub>NO<sub>NO3</sub>
</sub> values from select SGD samples (N+N &gt; 4 &#x3bc;mol L<sup>-1</sup>) ranged from 5.7&#x2030; to 9.8&#x2030;, overlapping with ASPA Well No. 202-water &#x3b4;<sup>15</sup>N<sub>NO<sub>NO3</sub>
</sub> values (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). In contrast, the cesspool sample was <sup>15</sup>N-depleted (&#x3b4;<sup>15</sup>N<sub>NO<sub>NO3</sub>
</sub> = -9.2 &#xb1; 0.7&#x2030;), indicating nitrification (microbial NH<sub>4</sub>
<sup>+</sup> oxidation to NO<sub>3</sub>
<sup>-</sup>) (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>). Mean &#x3b4;<sup>15</sup>N (&#xb1; SD) values in macroalgae were 5.9 &#xb1; 0.6&#x2030; and 3.7 &#xb1; 1.3&#x2030; at Fattuana Point and Papaloloa Point, respectively (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Water sample &#x3b4;<sup>18</sup>O<sub>NO<sub>NO3</sub>
</sub> values ranged from -1.8 to 4.8&#x2030;, with the highest values in the cesspool (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The slope between &#x3b4;<sup>15</sup>N<sub>NO</sub> and &#x3b4;<sup>18</sup>O<sub>NO<sub>NO3</sub>
</sub> at both pools was less than 0.5, indicating minimal, if any fractionation due to denitrification (<xref ref-type="bibr" rid="B37">Kendall et&#xa0;al., 2007</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Salinity and nutrient concentrations (&#x3bc;mol/L) for the SGD point sources at Papaloloa Point and Fattuana Point, and from the fore reef, ASPA Well No. 202, Va&#x2019;oto Lodge cesspool and Va&#x2019;oto marsh, given as the mean (&#xb1; 1 standard-deviation).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Location</th>
<th valign="bottom" align="left">Salinity</th>
<th valign="middle" align="left">PO<sub>4</sub>
<sup>3-</sup>
</th>
<th valign="middle" align="left">SiO<sub>4</sub>
<sup>4-</sup>
</th>
<th valign="middle" align="left">N+N</th>
<th valign="middle" align="left">NH<sub>4</sub>
<sup>+</sup>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="left">Papaloloa Point</td>
<td valign="bottom" align="left">18.1 &#xb1; 12.8</td>
<td valign="bottom" align="left">1.1 &#xb1; 0.6</td>
<td valign="bottom" align="left">336.5 &#xb1; 247.7</td>
<td valign="bottom" align="left">9.9 &#xb1; 7.9</td>
<td valign="bottom" align="left">1.1 &#xb1; 3.5</td>
</tr>
<tr>
<td valign="bottom" align="left">Fattuana Point</td>
<td valign="bottom" align="left">11.8 &#xb1; 11.5</td>
<td valign="bottom" align="left">1.7 &#xb1; 0.9</td>
<td valign="bottom" align="left">580.6 &#xb1; 411.8</td>
<td valign="bottom" align="left">20.8 &#xb1; 12.3</td>
<td valign="bottom" align="left">0.1 &#xb1; 0.1</td>
</tr>
<tr>
<td valign="bottom" align="left">fore-reef</td>
<td valign="bottom" align="left">35.0 &#xb1; 0.1</td>
<td valign="bottom" align="left">0.2 &#xb1; 0.0</td>
<td valign="bottom" align="left">1.0 &#xb1; 0.1</td>
<td valign="bottom" align="left">0.5 &#xb1; 0.2</td>
<td valign="bottom" align="left">0.2 &#xb1; 0.2</td>
</tr>
<tr>
<td valign="bottom" align="left">ASPA Well No. 202</td>
<td valign="bottom" align="left">0.20 &#xb1; 0.0</td>
<td valign="bottom" align="left">2.1 &#xb1; 0.1</td>
<td valign="bottom" align="left">1163.3 &#xb1; 16.1</td>
<td valign="bottom" align="left">11.6 &#xb1; 0.1</td>
<td valign="bottom" align="left">0.1 &#xb1; 0.0</td>
</tr>
<tr>
<td valign="bottom" align="left">Va&#x2019;oto Lodge cesspool</td>
<td valign="bottom" align="left">n.a.</td>
<td valign="bottom" align="left">336.3 &#xb1; 5.4</td>
<td valign="bottom" align="left">1057.2 &#xb1; 7.0</td>
<td valign="bottom" align="left">37.8 &#xb1; 4.0</td>
<td valign="bottom" align="left">2532.0 &#xb1; 355.4</td>
</tr>
<tr>
<td valign="bottom" align="left">Va&#x2019;oto marsh</td>
<td valign="bottom" align="left">0.1 &#xb1; 0.0</td>
<td valign="bottom" align="left">5.1 &#xb1; 0.0</td>
<td valign="bottom" align="left">129.2 &#xb1; 1.3</td>
<td valign="bottom" align="left">0.7 &#xb1; 0.5</td>
<td valign="bottom" align="left">0.9 &#xb1; 0.7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Note: no salinity measurement was taken for the Va&#x2019;oto Lodge cesspool sample, as denoted by n.a.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>
<bold>(A)</bold> Comparison of nutrient concentrations (mean &#xb1; SD; &#x3bc;mol L<sup>-1</sup>; log scale) from the Papaloloa Point and Fattuana Point SGD point sources, the marine endmember from the fore reef, and potential nutrients sources, including the Va&#x2019;oto Lodge cesspool, Va&#x2019;oto Marsh, and ASPA Well No. 202 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). <bold>(B)</bold> The &#x3b4;<sup>15</sup>N<sub>NO<sub>NO3</sub>
</sub> values (x-axis) versus &#x3b4;<sup>18</sup>O<sub>NO<sub>NO3</sub>
</sub> values (y-axis) from Papaloloa Point (red squares) and Fattuana Point (blue circles), ASPA Well No. 202 (green triangle), and Va&#x2019;oto Lodge cesspool (purple X).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-12-1600827-g006.tif">
<alt-text content-type="machine-generated">Bar and scatter plots illustrating nutrient concentrations and isotopic values from various locations. Panel A shows nutrient concentrations for PO&#x2084;&#xb3;&#x207b;, SiO&#x2084;&#x2074;&#x207b;, N+N, and NH&#x2084;&#x207a; across six sites with colored bars. Panel B presents nitrate &#x3b4;&#xb9;&#x2075;N and &#x3b4;&#xb9;&#x2078;O isotope values for Va'oto Lodge cesspool, Papaloa Point, Fatuana Point, and wells with different markers.</alt-text>
</graphic>
</fig>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>The upper rows present nitrate isotopes (&#x3b4;<sup>15</sup>N and &#x3b4;<sup>18</sup>O; &#x2030;) (mean &#xb1; 1 standard deviation) from the Papaloloa Point and Fattuana Point SGD sources, fresh groundwater endmember (ASPA Well No. 202), Va&#x2019;oto Lodge cesspool, and the bottom rows present the algae &#x3b4;<sup>15</sup>N values (mean &#xb1; 1 standard deviation; &#x2030;).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Location</th>
<th valign="bottom" align="left">&#x3b4;<sup>15</sup>N<sub>NO3</sub>
</th>
<th valign="bottom" align="left">&#x3b4;<sup>18</sup>O<sub>NO3</sub>
</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="left">Papaloloa Point (<italic>n</italic> = 24)</td>
<td valign="bottom" align="left">8.6 &#xb1; 0.8</td>
<td valign="bottom" align="left">-1.2 &#xb1; 0.3</td>
</tr>
<tr>
<td valign="bottom" align="left">Fattuana Point (<italic>n</italic> = 23)</td>
<td valign="bottom" align="left">7.9 &#xb1; 0.6</td>
<td valign="bottom" align="left">-0.2 &#xb1; 0.6</td>
</tr>
<tr>
<td valign="bottom" align="left">ASPA Well No. 202 (<italic>n</italic> = 2)</td>
<td valign="bottom" align="left">6.3 &#xb1; 0.1</td>
<td valign="bottom" align="left">-0.6 &#xb1; 0.0</td>
</tr>
<tr>
<td valign="bottom" align="left">cesspool (<italic>n</italic> = 2)</td>
<td valign="bottom" align="left">-9.2 &#xb1; 0.7</td>
<td valign="bottom" align="left">3.2 &#xb1; 0.4</td>
</tr>
<tr>
<td valign="bottom" align="left"/>
<td valign="bottom" align="left">
<bold>&#x3b4;<sup>15</sup>N algae</bold>
</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="bottom" align="left">Fattuana Point (<italic>n</italic> = 16)</td>
<td valign="bottom" align="left">5.9 &#xb1; 0.6</td>
<td valign="top" align="left"/>
</tr>
<tr>
<td valign="bottom" align="left">Papaloloa Point (<italic>n</italic> = 17)</td>
<td valign="bottom" align="left">3.7 &#xb1; 1.3</td>
<td valign="top" align="left"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>The number of samples, <italic>n</italic>, analyzed are indicated in parentheses.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Nutrient fluxes were estimated using mean SGD fluxes and SGD nutrient concentrations normalized to the salinity of groundwater to obtain an unmixed SGD endmember. This approach was necessary because SGD is a mixture of recirculated seawater and freshwater (e.g., <xref ref-type="bibr" rid="B60">Peterson et&#xa0;al., 2009</xref>), as confirmed by the high variability in salinity within the SGD samples (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Despite higher SiO<sub>4</sub>
<sup>4-</sup> and N+N concentrations in the Fattuana Point SGD point-source samples, nutrient fluxes at Papaloloa Point Center were nearly 10 times greater due to higher SGD rates (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>).</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Calculated SGD nutrient fluxes Papaloloa Point Center, Papaloloa Point East, and Fattuana Point ~3 m from shore and offshore was ~40 m from shore.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="bottom" align="left">Location</th>
<th valign="middle" align="left">PO<sub>4</sub>
<sup>3-</sup>
</th>
<th valign="middle" align="left">SiO<sub>4</sub>
<sup>4-</sup>
</th>
<th valign="middle" align="left">N+N</th>
<th valign="middle" align="left">NH<sub>4</sub>
<sup>+</sup>
</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="bottom" align="left">Papaloloa Point Center</th>
<th valign="bottom" align="left"/>
<th valign="bottom" align="left"/>
<th valign="bottom" align="left"/>
<th valign="bottom" align="left"/>
</tr>
<tr>
<td valign="bottom" align="left">mean (g d<sup>-1</sup>) nearshore</td>
<td valign="bottom" align="left">118-223</td>
<td valign="bottom" align="left">32,080-60,765</td>
<td valign="bottom" align="left">1,076-2,038</td>
<td valign="bottom" align="left">66-125</td>
</tr>
<tr>
<td valign="bottom" align="left">mean (g d<sup>-1</sup>) offshore</td>
<td valign="bottom" align="left">3-9</td>
<td valign="bottom" align="left">876-2518</td>
<td valign="bottom" align="left">29-84</td>
<td valign="bottom" align="left">2-5</td>
</tr>
<tr>
<th valign="bottom" align="left">Papaloloa Point East</th>
<th valign="bottom" align="left"/>
<th valign="bottom" align="left"/>
<th valign="bottom" align="left"/>
<th valign="bottom" align="left"/>
</tr>
<tr>
<td valign="bottom" align="left">mean (g d<sup>-1</sup>) nearshore</td>
<td valign="bottom" align="left">2-3</td>
<td valign="bottom" align="left">438-876</td>
<td valign="bottom" align="left">15-29</td>
<td valign="bottom" align="left">1-2</td>
</tr>
<tr>
<td valign="bottom" align="left">mean (g d<sup>-1</sup>) offshore</td>
<td valign="bottom" align="left">n.d.</td>
<td valign="bottom" align="left">n.d.</td>
<td valign="bottom" align="left">n.d</td>
<td valign="bottom" align="left">n.d.</td>
</tr>
<tr>
<th valign="bottom" align="left">Fattuana Point</th>
<th valign="bottom" align="left"/>
<th valign="bottom" align="left"/>
<th valign="bottom" align="left"/>
<th valign="bottom" align="left"/>
</tr>
<tr>
<td valign="bottom" align="left">mean (g d<sup>-1</sup>) nearshore</td>
<td valign="bottom" align="left">10-19</td>
<td valign="bottom" align="left">2,501-4,645</td>
<td valign="bottom" align="left">131-243</td>
<td valign="bottom" align="left">22-41</td>
</tr>
<tr>
<td valign="bottom" align="left">mean (g d<sup>-1</sup>) offshore</td>
<td valign="bottom" align="left">6-10</td>
<td valign="bottom" align="left">1,429-2,501</td>
<td valign="bottom" align="left">75-131</td>
<td valign="bottom" align="left">13-22</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Radon&#x2010;222 was not detected at the Papaloloa Point East offshore sample station, as denoted by n.d.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<label>4</label>
<title>Discussion</title>
<sec id="s4_1">
<label>4.1</label>
<title>Inter-site comparison</title>
<p>The field measurements revealed that the SGD plumes exhibit variable spatial extents across each pool. Notably, the largest plume was detected by infrared imaging (i.e., UAS-TIR) at Papaloloa Point Center, whereas comparatively smaller plumes were observed at Papaloloa Point East and Fattuana Point. Differences in the spatial extent of these SGD plumes is supported by a range of SGD fluxes at each point source, and the ERT observations that demonstrate different inland freshwater heads. These differences indicate that subsurface hydrological dynamics strongly influence plume development.</p>
<p>Fresh, cooler water discharging from coastal springs was detected in both Papaloloa Point and Fattuana Point, with a higher flux of SGD and nutrients at Papaloloa Point, particularly at Papaloloa Point Center as discussed above. However, the higher nutrient concentrations at Fattuana Point may indicate variations in subsurface filtration prior to discharge, potentially influenced by differences in sediment composition and hydraulic conductivity (<xref ref-type="bibr" rid="B14">Burnett et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B47">Moore, 2010</xref>). The permeable calcareous sand and gravel at Papaloloa Point likely function both as a nutrient sink and a freshwater reservoir, facilitating greater groundwater storage and nutrient attenuation through adsorption and microbial processes (<xref ref-type="bibr" rid="B10">Bokuniewicz, 1995</xref>). In contrast, the absence of a similar coastal plain at Fattuana Point would result in more limited filtration capacity and reduced groundwater residence times, leading to higher nutrient concentrations in SGD. The observed differences in response times between tidal fluctuations and SGD variations reinforce the conclusion that the hydrogeologic settings at the two sites are distinct. The 2&#x2013;3-hr time lag at Fattuana Point indicates that SGD originates from an aquifer that has lower diffusivity, indicating a lower permeability and a smaller local storage (<xref ref-type="bibr" rid="B41">Li and Jiao, 2003</xref>; <xref ref-type="bibr" rid="B64">Robinson et&#xa0;al., 2006</xref>).</p>
<p>In comparison, the coastal plain at Papaloloa Point may act as a highly permeable aquifer that can exhibit a more immediate response to tidal forcing along the coast (<xref ref-type="bibr" rid="B11">Bokuniewicz, 1992</xref>). This is supported by the near-synchronous fluctuations in SGD observed at Papaloloa Point, which align closely with tidal cycles (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>). Results from the ERT data are consistent with this interpretation, demonstrating high resistivity and a diffuse discharge zone near Papaloloa Point Center and a smooth boundary between the surface and saturated zone (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2A</bold>
</xref>). At Papaloloa Point, and especially at Papaloloa Point Center, a thicker and more extensive freshwater lens formed, likely because of the presence of a coastal beach platform composed of several meters of Pleistocene to Holocene calcareous sediment (<xref ref-type="bibr" rid="B22">Davis, 1963</xref>). This configuration promotes freshwater saturation at mean sea level and facilitates the formation of tidally driven SGD springs (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>). Additionally, the greater hydraulic tidal connectivity at Papaloloa Point may make it more vulnerable to saltwater intrusion, particularly under conditions of reduced freshwater input or sea-level rise (<xref ref-type="bibr" rid="B45">Michael et&#xa0;al., 2013</xref>). This intrusion could contribute to the dilution of nutrient concentrations and an overall increase in salinity, as indicated in the field data (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). In contrast, at Fattuana Point, in the absence of such a coastal beach platform, SGD is directly expelled from the underlying Pleistocene to Pliocene volcanic talus deposits, with only a thin veneer of beach sediment present. The localized high-conductivity (low-resistivity) anomaly and lack of a diffuse, coastal freshwater lens at Fattuana Point (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2D</bold>
</xref>) suggest that SGD here is derived from a more inland aquifer, and the increased time required for the tidal pressure to affect the aquifer (<xref ref-type="bibr" rid="B64">Robinson et&#xa0;al., 2006</xref>), results in the observed 2&#x2013;3-hr lag (<xref ref-type="fig" rid="f5">
<bold>Figures&#xa0;5E, F</bold>
</xref>).</p>
<p>Recirculated volumetric fluxes from Papaloloa Point Center are within the lower range (168 to 6,115 m<sup>3</sup> d<sup>-1</sup>) reported in <xref ref-type="bibr" rid="B69">Shuler et&#xa0;al. (2019)</xref> from three watersheds on the adjacent island of Tutuila Island with similar geologic structure. The smaller plume at Papaloloa Point East delivered significantly less freshwater and nutrients, with a negligible offshore (~40 m) SGD signal. The observed variability between coastal springs located approximately 130 m apart within a single pool underscores the spatial heterogeneity of SGD along the shore, demonstrating that traditional box-model methods may misrepresent SGD-driven nutrient fluxes. The high local-scale spatial variability in SGD is further supported by UAS-TIR imagery, which captured a non-uniform distribution of cooler water from the springs (<xref ref-type="fig" rid="f3">
<bold>Figures&#xa0;3</bold>
</xref>, <xref ref-type="fig" rid="f4">
<bold>4</bold>
</xref>). SGD plume size and shape varied with distance from shore but were also influenced by external forces such as currents, waves, and internal discharge dynamics. For example, at Papaloloa Point Center, winds and tides predominantly controlled the SGD plume&#x2019;s surface area. At Fattuana Point, an asymmetric SGD plume extended westward (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>), further demonstrating that the plume extent and distribution are affected by external hydrodynamic forces. Given these spatial heterogeneities, nutrient fluxes and hydrodynamics must be considered when evaluating the impact of SGD on coral reef health and macroalgal distribution.</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Submarine groundwater sourced nutrients</title>
<p>Despite variations in nutrient concentration and fluxes, SGD remains the dominant nutrient delivery pathway in both pools, consistent with estimates that SGD contributes nutrient loads 10 to 100 times higher than riverine inputs to many tropical watersheds (<xref ref-type="bibr" rid="B65">Santos et&#xa0;al., 2021</xref>). Unlike riverine inputs, which fluctuate with precipitation, tidally driven SGD provides a near-continuous nutrient source to reefs (<xref ref-type="bibr" rid="B51">Nelson et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B35">Jiang et&#xa0;al., 2021</xref>, <xref ref-type="bibr" rid="B17">Camacho-Cruz et&#xa0;al., 2025</xref>).</p>
<p>Although we did not conduct a direct tracer study, nutrient concentrations and isotopic values indicate multiple possible nutrient sources to the pools. Elevated NH<sub>4</sub>
<sup>+</sup> and PO<sub>4</sub>
<sup>3-</sup> levels in the cesspool relative to the ASPA Well No. 202 demonstrate that these nutrients may serve as tracers for cesspool contributions versus pristine freshwater because they were negligible in the ASPA Well No. 202 sample (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). In contrast, SGD N+N could originate from both the cesspool and groundwater, given their elevated concentrations in both sources. Isotopic signatures can provide additional information on origin and transformation processes (e.g., <xref ref-type="bibr" rid="B37">Kendall et&#xa0;al., 2007</xref>). The <sup>15</sup>N-depleted cesspool sample (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>), combined with high NH<sub>4</sub>
<sup>+</sup> concentrations, reveal incomplete nitrification (microbial oxidation of NH<sub>4</sub>
<sup>+</sup> to NO<sub>3</sub>
<sup>-</sup>), leading to significant &#x3b4;<sup>15</sup>N fractionation. In some cases, high &#x3b4;<sup>15</sup>N<sub>NO<sub>NO3</sub>
</sub> values in SGD can indicate denitrification, a process commonly associated with wastewater treatment and detected in tropical SGD samples (<xref ref-type="bibr" rid="B62">Prouty et&#xa0;al., 2017</xref>). However, the cesspool was untreated, and the slope between the SGD &#x3b4;<sup>15</sup>N<sub>NO</sub> and &#x3b4;<sup>15</sup>O<sub>NO<sub>NO3</sub>
</sub> values does not indicate denitrification. Instead, the SGD &#x3b4;<sup>15</sup>N<sub>NO<sub>NO3</sub>
</sub> values are within the range reported from coastal water samples collected from four watershed on Tutuila along a human land-use gradient (<xref ref-type="bibr" rid="B69">Shuler et&#xa0;al., 2019</xref>; 7.4 to 10.3&#x2030;). These results suggest that the coral-reef ecosystem in these Ofu pools may be more susceptible to elevated nutrient levels than in other parts of American Samoa.</p>
<p>Unlike water samples, algal &#x3b4;<sup>15</sup>N values integrate nutrient sources over time. At Fattuana Point, the mean (&#xb1; SD) algal &#x3b4;<sup>15</sup>N value is 5.9&#x2030; (&#xb1; 0.6) and 3.7&#x2030; (&#xb1; 1.3) at Fattuana Point (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). These values are either within or below the range reported from Tutuila (<xref ref-type="bibr" rid="B68">Shuler, 2019</xref>; 5.5 to 9.6&#x2030;). Previous studies in the Ofu&#x2013;Olosega reef flat pools (<xref ref-type="bibr" rid="B29">Garrison et&#xa0;al., 2007</xref>) found that oceanic and atmospheric sources, rather than anthropogenic inputs, were the dominant nutrient contributors based on algal &#x3b4;<sup>15</sup>N values. However, results from our current study yield N+N and PO<sub>4</sub>
<sup>3-</sup> concentrations that exceed those established by the American Samoa Water Quality Standards for coastal waters, 10.7 and 0.65 &#x3bc;mol L<sup>-1</sup>, and can be considered poor condition according to the National Coastal Condition Assessment (NCCA) program (<xref ref-type="bibr" rid="B50">NCCA, 2010</xref>). Despite the small population size on Ofu, the SGD point source N+N and PO<sub>4</sub>
<sup>3-</sup> values were as high, if not higher, than those reported for moderately to highly impacted (i.e., land-use) watersheds on Tutuila Island (<xref ref-type="bibr" rid="B69">Shuler et&#xa0;al., 2019</xref>).</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>Potential drivers of the algae outbreak</title>
<p>Regardless of nutrient origin, SGD supplies elevated nutrients to the Ofu pools, potentially influencing macroalgal distribution. Notably, <italic>V. fastigata</italic> was absent from areas of the pools where no SGD was observed, indicating that SGD-derived nutrients may be promoting algal growth. If SGD-derived nutrients were the primary driver of algal proliferation, higher <italic>V. fastigata</italic> densities would be expected at Papaloloa Point due to its greater SGD flux. However, surveys demonstrate that the algal outbreak was more widespread in Fattuana Point (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>), indicating a more complex relationship between SGD and algal growth. Several factors may help explain this paradox.</p>
<p>Macroalgae require hard substrate for anchoring. In the Ofu reef flat pools, available substrate includes basalt boulders and coral. At Papaloloa Point Center, the reef-flat region immediately surrounding the spring is primarily a large, sand area (&gt;2,000 m&#xb2;) with very little hard substrate or coral cover, as evident in the aerial imagery (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The absence of coral could be due to SGD input or other factors, but the lack of hard substrate likely limits algal establishment. In contrast, Fattuana Point provides more suitable substrate, with higher coral cover and basalt boulders near and to the west of the SGD spring. SGD impacts on coral reef health are also influenced by water motion, particularly residence time. Nutrient exposure depends on nutrient concentration and how long water remains in an area. Differences in residence time may contribute to the observed disparity in algal distributions. Due to lost instruments, precise residence time calculations were not possible. However, temperature differences suggest hydrodynamic variability between sites. Warmer waters at Fattuana Point imply less mixing and longer residence times, whereas cooler temperatures at Papaloloa Point indicate more dynamic conditions and, thus, lower residence times. This aligns with findings from <xref ref-type="bibr" rid="B18">Cheriton et&#xa0;al. (2024)</xref>, who examined infragravity waves on the southwest Ofu reef flat and found that at Papaloloa Point, moderate infragravity waves (significant wave heights &gt; 0.2 m) occurred nearly 25% of the time, compared to only 13% of the time at Fattuana Point. The higher wave energy at Papaloloa Point likely enhances water mixing and drives increased flow, leading to shorter residence times (<xref ref-type="bibr" rid="B72">Storlazzi et&#xa0;al., 2018</xref>). In contrast, the lower wave energy at Fattuana Point suggests longer residence times, thereby allowing SGD-derived nutrients to accumulate over time (<xref ref-type="bibr" rid="B54">Oberle et&#xa0;al., 2019</xref>). This would lead to sustained nutrient enrichment, which, when combined with suitable substrate availability, would create favorable conditions for the proliferation of <italic>V. fastigiata</italic>. In contrast, the more vigorous water mixing at Papaloloa Point likely dilutes nutrient concentrations despite higher SGD fluxes, limiting nutrient retention and the potential for algal overgrowth.</p>
</sec>
</sec>
<sec id="s5" sec-type="conclusions">
<label>5</label>
<title>Conclusion</title>
<p>This study highlights the spatial and hydrodynamic variability of SGD and its influence on nutrient delivery in small coastal coral-reef ecosystems such as the Ofu reef flat pools. The highest SGD flux was observed at Papaloloa Point Center, whereas Fattuana Point exhibited elevated nutrient concentrations despite lower discharge volumes. This pattern is likely caused by differences in subsurface filtration and hydrogeology, as well as water-mass residence time. At Papaloloa Point, the near-synchronous SGD response with tidal cycles, is consistent with SGD sourced from a coastal, highly permeable aquifer, as captured in the ERT, which depict a broad freshwater lens with direct hydraulic connectivity to a local aquifer. In contrast, a 2&#x2013;3-hr lag in SGD response at Fattuana Point demonstrates discharge from a more inland aquifer with lower permeability. Although Papaloloa Point exhibited higher SGD fluxes, algal cover was greater at Fattuana Point, likely due to differences in available substrate and hydrodynamics. These findings indicate that local geological and hydrodynamic factors modulate nutrient delivery and impacts on coral reef environments. The isotopic composition of nitrogen in SGD and macroalgae point towards a mixture of natural and anthropogenic nutrient sources. Whereas SGD serves as a continuous nutrient source to the reef, its relationship with macroalgal proliferation is complex and influenced by substrate availability and hydrodynamics. Understanding these dynamics is crucial for managing nutrient impacts on coral-reef ecosystems and mitigating potential eutrophication risks. Further research could help assess long-term ecological consequences and refine nutrient source attribution within these reef environments.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found below: Measurements analyzed in this manuscript are available at the USGS ScienceBase data repository and include <uri xlink:href="https://doi.org/10.5066/P1DVZPUV">https://doi.org/10.5066/P1DVZPUV</uri>, <uri xlink:href="https://doi.org/10.5066/P13RJCAJ">https://doi.org/10.5066/P13RJCAJ</uri> and <uri xlink:href="https://doi.org/10.5066/P1QPSVMZ">https://doi.org/10.5066/P1QPSVMZ</uri>.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>NP: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. FO: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. OC: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. LT: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft. EB: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. CS: Writing &#x2013; original draft, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This research was financially supported by the U.S. Department of Interior, U.S. Geological Survey (USGS) through the Coastal and Marine Hazards and Resources Program and the National Park Service-USGS Water Quality Partnership Program.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank Ian Moffitt and Valentine Vaeoso from the National Park of American Samoa and Josh Logan and Cordell Johnson from USGS for field work assistance, and Meredith McPherson from USGS for assistance. Thank you to P. Swarzenski from USGS for a thorough and timely review and two reviewers for constructive input.</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec id="s11" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s12" sec-type="disclaimer">
<title>Author disclaimer</title>
<p>Any use of trade, firm, or product names is for descriptive purposes only and does not imply endorsement by the U.S. Government.</p>
</sec>
<sec id="s13" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2025.1600827/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2025.1600827/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Image1.pdf" id="SM1" mimetype="application/pdf"/>
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