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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.2021.745304</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>Air-Sea CO<sub>2</sub> Exchange in the Strait of Gibraltar</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Curbelo-Hern&#x00E1;ndez</surname> <given-names>David</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/1416072/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Santana-Casiano</surname> <given-names>J. Magdalena</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/540726/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gonz&#x00E1;lez</surname> <given-names>Aridane Gonz&#x00E1;lez</given-names></name>
<uri xlink:href="http://loop.frontiersin.org/people/338066/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Gonz&#x00E1;lez-D&#x00E1;vila</surname> <given-names>Melchor</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/560098/overview"/>
</contrib>
</contrib-group>
<aff><institution>Instituto de Oceanograf&#x00ED;a y Cambio Global (IOCAG), Universidad de Las Palmas de Gran Canaria (ULPGC)</institution>, <addr-line>Las Palmas de Gran Canaria</addr-line>, <country>Spain</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Alessandro Bergamasco, Institute of Marine Science, National Research Council (CNR), Italy</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Iole Orselli, Federal University of Rio Grande, Brazil; Liang Xue, First Institute of Oceanography, Ministry of Natural Resources, China</p></fn>
<corresp id="c001">&#x002A;Correspondence: Melchor Gonz&#x00E1;lez-D&#x00E1;vila, <email>melchor.gonzalez@ulpgc.es</email></corresp>
<fn fn-type="other" id="fn004"><p>This article was submitted to Marine Biogeochemistry, a section of the journal Frontiers in Marine Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>23</day>
<month>11</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>745304</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>07</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>10</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2021 Curbelo-Hern&#x00E1;ndez, Santana-Casiano, Gonz&#x00E1;lez and Gonz&#x00E1;lez-D&#x00E1;vila.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Curbelo-Hern&#x00E1;ndez, Santana-Casiano, Gonz&#x00E1;lez and Gonz&#x00E1;lez-D&#x00E1;vila</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>The seasonal and spatial variability of the CO<sub>2</sub> system and air-sea fluxes were studied in surface waters of the Strait of Gibraltar between February 2019 and March 2021. High-resolution data was collected by a surface ocean observation platform aboard a volunteer observing ship. The CO<sub>2</sub> system was strongly influenced by temperature and salinity fluctuations forced by the seasonal and spatial variability in the depth of the Atlantic&#x2013;Mediterranean Interface layer and by the tidal and wind-induced upwelling. The changes in seawater CO<sub>2</sub> fugacity (<italic>f</italic>CO<sub>2,sw</sub>) and fluxes were mainly driven by temperature despite the significant influence of non-thermal processes in the southernmost part. The thermal to non-thermal effect ratio (T/B) reached maximum values in the northern section (&#x003E;1.8) and minimum values in the southern section (&#x003C;1.30). The <italic>f</italic>CO<sub>2,sw</sub> increased with temperature by 9.02 &#x00B1; 1.99 &#x03BC;atm &#x00B0;C<sup>&#x2013;1</sup> (<italic>r</italic><sup>2</sup> = 0.86 and &#x03C1; = 0.93) and 4.51 &#x00B1; 1.66 &#x03BC;atm &#x00B0;C<sup>&#x2013;1</sup> (<italic>r</italic><sup>2</sup> = 0.48 and &#x03C1; = 0.69) in the northern and southern sections, respectively. The annual cycle of total inorganic carbon normalized to a constant salinity of 36.7 (NC<sub><italic>T</italic></sub>) was assessed. Net community production processes described 93.5&#x2013;95.6% of the total NC<sub><italic>T</italic></sub> change, while air-sea exchange and horizontal and vertical advection accounted for &#x003C;4.6%. The <italic>f</italic>CO<sub>2,sw</sub> in the Strait of Gibraltar since 1999 has been fitted to an equation with an interannual trend of 2.35 &#x00B1; 0.06 &#x03BC;atm year<sup>&#x2013;1</sup> and a standard error of estimate of &#x00B1;12.8 &#x03BC;atm. The seasonality of the air-sea CO<sub>2</sub> fluxes reported the behavior as a strong CO<sub>2</sub> sink during the cold months and as a weak CO<sub>2</sub> source during the warm months. Both the northern and the southern sections acted as a net CO<sub>2</sub> sink of &#x2212;0.82 and &#x2212;1.01 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>, respectively. The calculated average CO<sub>2</sub> flux for the entire area was &#x2212;7.12 Gg CO<sub>2</sub> year<sup>&#x2013;1</sup> (&#x2212;1.94 Gg C year<sup>&#x2013;1</sup>).</p>
</abstract>
<kwd-group>
<kwd>air-sea CO<sub>2</sub> fluxes</kwd>
<kwd>CO<sub>2</sub> system</kwd>
<kwd>VOS lines</kwd>
<kwd>seasonal variability</kwd>
<kwd>Strait of Gibraltar</kwd>
</kwd-group>
<counts>
<fig-count count="5"/>
<table-count count="4"/>
<equation-count count="16"/>
<ref-count count="87"/>
<page-count count="19"/>
<word-count count="18458"/>
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</article-meta>
</front>
<body>
<sec sec-type="intro" id="S1">
<title>Introduction</title>
<p>Coastal and transition to open-ocean areas are biogeochemically active regions which play a key role in the global carbon cycle by assembling multiple diverse ecosystems and linking the terrestrial, oceanic, and atmospheric carbon reservoirs. These regions are characterized by primary production, carbon fixation, and remineralization ratios significantly higher than in the open oceans due to higher supplies of organic and inorganic carbon (<xref ref-type="bibr" rid="B82">Walsh, 1991</xref>; <xref ref-type="bibr" rid="B58">Mackenzie et al., 1998</xref>; <xref ref-type="bibr" rid="B7">Borges et al., 2005</xref>; <xref ref-type="bibr" rid="B61">Muller-Karger et al., 2005</xref>) and show a high spatio-temporal variability in terms of air-sea CO<sub>2</sub> exchange, often acting as a CO<sub>2</sub> sink and source during cold and warm months, respectively (e.g., <xref ref-type="bibr" rid="B34">Frankignoulle and Borges, 2001</xref>; <xref ref-type="bibr" rid="B16">Cai et al., 2006</xref>; <xref ref-type="bibr" rid="B76">Shadwick et al., 2010</xref>, <xref ref-type="bibr" rid="B75">2011</xref>). However, the air-sea CO<sub>2</sub> fluxes have been difficult to quantify in these areas due to the lack of underway field data and the subsequent limited number of local and regional studies. Hence, continuous high-frequency monitoring is required to assess the ocean CO<sub>2</sub> uptake with a higher certainty. It is important to remark and understand the role of regional areas in the climate change. In fact, the recent IPCC report 2021 (<xref ref-type="bibr" rid="B45">IPCC, 2021</xref>) together with the 2007 report (<xref ref-type="bibr" rid="B44">IPCC, 2007</xref>), highlighted the need of study of marginal seas, continental shelves, and semi-enclosed seas due to the variability on the biogeochemical cycles as well as the human pressure.</p>
<p>In this context, the Strait of Gibraltar (<xref ref-type="fig" rid="F1">Figure 1</xref>) is a key region in physical and biogeochemical terms influenced by several different processes and therefore characterized by its high variability. The physical processes that govern the hydrodynamics in the Strait of Gibraltar (e.g., <xref ref-type="bibr" rid="B47">Lacombe and Richez, 1982</xref>; <xref ref-type="bibr" rid="B37">Gascard and Richez, 1985</xref>; <xref ref-type="bibr" rid="B3">Armi and Farmer, 1988</xref>; <xref ref-type="bibr" rid="B14">Bryden and Kinder, 1991</xref>) are involved in the variation of biogeochemical properties and have been analyzed in terms of physical&#x2013;biological coupling in previous studies (<xref ref-type="bibr" rid="B30">Echevarr&#x00ED;a et al., 2002</xref>; <xref ref-type="bibr" rid="B56">Macias et al., 2006</xref>; <xref ref-type="bibr" rid="B57">Mac&#x00ED;as et al., 2007</xref>; <xref ref-type="bibr" rid="B66">Ram&#x00ED;rez-Romero et al., 2014</xref>). However, the knowledge about the surface CO<sub>2</sub> system and air-sea fluxes is scarce due to insufficient data.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p><bold>(A)</bold> Bathymetric map of the Strait of Gibraltar and location of the topographic features of interest with west-to-east distribution: Majuan Bank (MB), Espartel Sill (ES), Camarinal Sill (CS), Tarifa Narrow (TN), and Gibraltar Central (GC). <bold>(B)</bold> CanOA-VOS northern (blue) and southern (red) tracks and location of the stations of interest from S1 to S5.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-745304-g001.tif"/>
</fig>
<p>Previous studies have explored the distribution of the CO<sub>2</sub> system parameters in the water column (<xref ref-type="bibr" rid="B23">Dafner et al., 2001</xref>; <xref ref-type="bibr" rid="B72">Santana-Casiano et al., 2002</xref>), reported an increase in total inorganic carbon from surface to the bottom of 2068&#x2013;2150 and 2307&#x2013;2325 &#x03BC;mol kg<sup>&#x2013;1</sup> in surface Atlantic and Mediterranean waters, respectively. The annual cycle and spatial distribution of the surface CO<sub>2</sub> system variables was analyzed by <xref ref-type="bibr" rid="B25">de la Paz et al. (2009)</xref>, which accounted a seasonal change in CO<sub>2</sub> fugacity of &#x223C;60 &#x03BC;atm mainly controlled by temperature fluctuations. The Atlantic&#x2013;Mediterranean interaction was also assessed in terms of natural and anthropogenic carbon exchange (<xref ref-type="bibr" rid="B43">Huertas et al., 2009</xref>) and decadal acidification (<xref ref-type="bibr" rid="B32">Flecha et al., 2019</xref>). The air-sea CO<sub>2</sub> exchange evaluations have determined that the Strait of Gibraltar behaves as a net atmospheric CO<sub>2</sub> sink on an annual scale (<xref ref-type="bibr" rid="B72">Santana-Casiano et al., 2002</xref>; <xref ref-type="bibr" rid="B25">de la Paz et al., 2009</xref>, <xref ref-type="bibr" rid="B26">2011</xref>). Nevertheless, these studies are based on temporarily limited observations at certain locations along the channel and new strategies for continuous monitoring of oceanic CO<sub>2</sub> are required to develop high spatio-temporal resolution studies of the CO<sub>2</sub> system in highly variables areas such as the Strait of Gibraltar.</p>
<p>The aim of this study was to analyze the spatio-temporal variability of the surface CO<sub>2</sub> system and air-sea exchange along the Strait of Gibraltar. The processes that control the distribution of the CO<sub>2</sub> system parameters and fluxes were attended. The latitudinal variability related to the influence of different biogeochemical processes near both the Iberian and African coasts, the interaction between the Northeast Atlantic and the Mediterranean Sea, the effect of west-to-east surface circulation and other physical processes acting on the Strait were analyzed through the northernmost and southernmost part of the channel. These data will improve our knowledge about the role of coastal regions, marginal and semi-enclosed seas and coastal to open-ocean transitional areas in terms of air-sea CO<sub>2</sub> exchange.</p>
</sec>
<sec id="S2">
<title>Study Area</title>
<p>The Strait of Gibraltar (<xref ref-type="fig" rid="F1">Figure 1</xref>) is a narrow (&#x223C;20 km) and shallow (&#x223C;600 m) channel with a west-to-east orientation that connects the Mediterranean Sea with the Northeast Atlantic. The minimum width at the Tarifa Narrow (TN, &#x223C;14 km) and minimum depth at the Camarinal Sill (CS, &#x223C;290 m) and at the Espartel Sill (ES, &#x223C;360 m) play an important role in the exchange of water through the channel (e.g., <xref ref-type="bibr" rid="B70">S&#x00E1;nchez-Garrido et al., 2008</xref>, <xref ref-type="bibr" rid="B71">2011</xref>; <xref ref-type="bibr" rid="B35">Garc&#x00ED;a-Lafuente et al., 2011</xref>; <xref ref-type="bibr" rid="B69">Sammartino et al., 2015</xref>).</p>
<p>The circulation pattern in the Strait has been described as a two-layer system: a surface Atlantic water inflow toward the east and a deep Mediterranean water outflow toward the west (e.g., <xref ref-type="bibr" rid="B47">Lacombe and Richez, 1982</xref>; <xref ref-type="bibr" rid="B37">Gascard and Richez, 1985</xref>; <xref ref-type="bibr" rid="B3">Armi and Farmer, 1988</xref>; <xref ref-type="bibr" rid="B14">Bryden and Kinder, 1991</xref>). The fresher and nutrient-depleted Atlantic water is separated from the saltier and nutrient-rich Mediterranean water by the Atlantic&#x2013;Mediterranean Interface (AMI) layer (<xref ref-type="bibr" rid="B47">Lacombe and Richez, 1982</xref>; <xref ref-type="bibr" rid="B10">Bray et al., 1995</xref>). The AMI is deeper, thicker and colder in the westernmost part of the channel and slopes up toward the northeast from &#x223C;200 m depth in ES to &#x223C;75 m depth eastward of Gibraltar Central (GC) (<xref ref-type="bibr" rid="B10">Bray et al., 1995</xref>; <xref ref-type="bibr" rid="B43">Huertas et al., 2009</xref>). The shallow position of the AMI promotes the deep-water upwelling in the eastern and north-eastern region of the Strait (<xref ref-type="bibr" rid="B59">Minas et al., 1991</xref>; <xref ref-type="bibr" rid="B30">Echevarr&#x00ED;a et al., 2002</xref>; <xref ref-type="bibr" rid="B40">G&#x00F3;mez-Jakobsen et al., 2019</xref>).</p>
<p>The main physical components of the circulation and flow through the channel were detailed by <xref ref-type="bibr" rid="B17">Candela et al. (1990)</xref>: a barotropic tidal flow, a barotropic sub-inertial component driven by atmospheric pressure fluctuations in the Mediterranean Sea, a long-term baroclinic component term driven by differences in density between Mediterranean Sea and Northeast Atlantic and short-period currents associated with large-amplitude internal waves. The formation of internal waves mainly occurs in the shallower area around CS and is induced by the interaction of the tidal flow with the change in bathymetry and vertical stratification through the channel (e.g., <xref ref-type="bibr" rid="B3">Armi and Farmer, 1988</xref>; <xref ref-type="bibr" rid="B46">La Violette and Arnone, 1988</xref>; <xref ref-type="bibr" rid="B67">Richez, 1994</xref>; <xref ref-type="bibr" rid="B12">Bruno et al., 2002</xref>; <xref ref-type="bibr" rid="B2">Alonso del Rosario et al., 2003</xref>; <xref ref-type="bibr" rid="B81">V&#x00E1;zquez-Escobar et al., 2008</xref>). Meteorological sub-inertial forcing also influences the release of these internal waves (<xref ref-type="bibr" rid="B18">Candela et al., 1989</xref>; <xref ref-type="bibr" rid="B65">Pistek and La Violette, 1999</xref>). They are propagated toward the Mediterranean on a diurnal time scale controlled by the tides and at highly variable speeds (<xref ref-type="bibr" rid="B86">Watson and Robinson, 1990</xref>; <xref ref-type="bibr" rid="B67">Richez, 1994</xref>; <xref ref-type="bibr" rid="B70">S&#x00E1;nchez-Garrido et al., 2008</xref>), while being trapped on the lee side of CS (<xref ref-type="bibr" rid="B12">Bruno et al., 2002</xref>). The internal waves are an important contributor to the mixing between the Mediterranean and Atlantic layers by intermittently injecting deep and nutrient-rich water into the upper layers (<xref ref-type="bibr" rid="B87">Wesson and Gregg, 1994</xref>; <xref ref-type="bibr" rid="B56">Macias et al., 2006</xref>).</p>
<p>The unique hydrology of the channel influenced by its circulation pattern and the generation of physical features, as well as the local climatology, are involved in the variability of the physical and biogeochemical properties in the Strait of Gibraltar. The tidal-induced upwelling phenomenon is combined with wind-induced upwelling events along the African coast during easterly winds (<xref ref-type="bibr" rid="B78">Stanichny et al., 2005</xref>) and both represent a source of high spatio-temporal variability of the surface CO<sub>2</sub>.</p>
</sec>
<sec id="S3" sec-type="materials|methods">
<title>Materials and Methods</title>
<p>The CO<sub>2</sub> system and air-sea exchange was assessed in the Strait of Gibraltar based on high spatio-temporal frequency data obtained from February 2019 to March 2021 through continuous autonomous monitoring carried out by a surface ocean observation platform (SOOP) installed on a volunteer observing ship (VOS), SOOP CanOA-VOS. The SOOP CanOA-VOS was the container ship RENATE P (IMO: 9144718) operated by Nisa Mar&#x00ED;tima, which usual route runs between the Canary Islands and Barcelona, through the eastern Canary archipelago waters and northward along the northwest African and east-southeast coast of the Iberian Peninsula. Data collection and maintenance of autonomous measurement systems took place biweekly (time required to perform a round trip) at the port of Las Palmas de Gran Canaria (28.1319&#x00B0;N, 15.4185&#x00B0;W). In total, 52 routes crossed the Strait of Gibraltar: 34 upward routes through the southernmost part (southern section) and 18 downward routes through the northernmost part (northern section). The SOOP CanOA-VOS line will be part of the Spanish contribution to the Integrated Carbon Observation System (ICOS) international program in 2021. Thus, the measurement equipment and data collection process verify their quality requirements and methodological recommendations to produces comparable and high-quality dataset.</p>
<sec id="S3.SS1">
<title>Underway Measurements and Data Collection</title>
<p>Autonomous monitoring was carried out by an automated underway seawater and low atmospheric CO<sub>2</sub> molar fraction (xCO<sub>2</sub>) measurement system installed inside the engine room of the RENATE P container ship (<xref ref-type="bibr" rid="B22">Curbelo-Hern&#x00E1;ndez et al., 2021</xref>). The xCO<sub>2</sub> measurement system, developed by Craig Neill and commercialized by General Oceanics<sup>TM</sup>, combines an air and seawater equilibrator with a non-dispersive infrared analyzer for gas detection (<xref ref-type="bibr" rid="B64">Pierrot et al., 2009</xref>).</p>
<p>The system was checked automatically on departure and arrival at each port, and periodically every 3 h during the ship&#x2019;s journey. Four standard gasses (in the order of 0, 250, 400, and 540 ppm, with a &#x00B1;0.02 ppm accuracy) provided by the National Ocean and Atmospheric Administration (NOAA) and traceable to the World Meteorological Organization (WMO) were used for system check and xCO<sub>2</sub> measurement corrections. Periodic calibrations were automatically performed every 12 h using standard gasses 1 and 4 to adjust the, respectively, zero and span of the infrared analyzer.</p>
<p>The system measures xCO<sub>2</sub> (ppm) in seawater with a frequency of 2&#x2013;3 min and normally collect 130&#x2013;150 data in the Strait of Gibraltar. The system also performs three xCO<sub>2</sub> measurements in low atmosphere after each calibration. In both cases, a non-dispersive infrared analyzer built by LICOR<sup>&#x00AE;</sup> (initially the 6262 model and after October 2019, a 7000 model) were used for the detection of xCO<sub>2</sub>.</p>
<p>The sea surface temperature (SST, in &#x00B0;C) was measured using an SBE38 thermometer with an estimated error of 0.01&#x00B0;C placed at the main seawater intake. In addition, due to the high sensitivity of xCO<sub>2</sub> to temperature changes, an SBE45 thermosalinograph and a Hart Scientific HT1523 Handheld Thermometer, with an estimated error of &#x00B1;0.01&#x00B0;C each, were used to monitor the temperature near the xCO<sub>2</sub> system and inside the equilibrator, respectively.</p>
<p>Sea surface salinity (SSS) was measured with a manually calibrated SBE45 thermosalinograph, with an estimated error of &#x00B1;0.005. Atmospheric pressure was measured by the transducer on the deck (these pressure records being different in the order of millibars with the pressure near the xCO<sub>2</sub> system, inside the ship).</p>
<p>Due to technical problems with the measurement equipment aboard the SOOP CanOA-VOS, no measurements were obtained during March 2019 (problems with water intake), during the second half of August 2019 and March&#x2013;April 2020 (problems with LICOR flow that could not be resolved due to COVID-19 limitations) and on a limited number of return journeys from the port of Barcelona.</p>
</sec>
<sec id="S3.SS2">
<title>Determination of Variables</title>
<p>This study followed the data collection methodology, quality control, and calculation procedures as published in the updated version of the DOE method manual for ocean CO<sub>2</sub> analysis (<xref ref-type="bibr" rid="B29">Dickson et al., 2007</xref>). The fugacity of CO<sub>2</sub> was calculated in seawater (<italic>f</italic>CO<sub>2,sw</sub>) and in the lower atmosphere (<italic>f</italic>CO<sub>2,atm</sub>) from measured and corrected xCO<sub>2</sub> values following <xref ref-type="bibr" rid="B64">Pierrot et al. (2009)</xref>.</p>
<p>The thermal and non-thermal contribution on <italic>f</italic>CO<sub>2,sw</sub> and variations was studied using the equations presented by <xref ref-type="bibr" rid="B79">Takahashi et al. (2002)</xref>, with the temperature effects on <italic>f</italic>CO<sub>2,sw</sub> for isochemical seawater of 0.0423&#x00B0;C<sup>&#x2013;1</sup> determined experimentally by <xref ref-type="bibr" rid="B80">Takahashi et al. (1993)</xref>. The non-thermal effect (<italic>f</italic>CO<sub>2,non&#x2013;thermal</sub>) was obtained from the seasonal amplitude of the normalized <italic>f</italic>CO<sub>2,sw</sub> to the average temperature (Eqs 1, 2). The thermal effect (<italic>f</italic>CO<sub>2,thermal</sub>) was calculated by applying the observed temperature effect to the average value of <italic>f</italic>CO<sub>2,sw</sub> (Eq. 3) and determining its seasonal amplitude (Eq. 4). The relative importance of thermal and non-thermal effects was expressed by the T/B ratio (&#x0394;<italic>f</italic>CO<sub>2,thermal</sub>/&#x0394;<italic>f</italic>CO<sub>2,non&#x2013;thermal</sub>), with values greater than 1 indicating that the temperature effect dominated over non-physics effects.</p>
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<p>The CO<sub>2</sub> fluxes (FCO<sub>2</sub>) were determined using Eq. 5 (<xref ref-type="bibr" rid="B11">Broecker and Peng, 1982</xref>) with a conversion factor of 0.24 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>. The solubility (S, mol L<sup>&#x2013;1</sup> atm<sup>&#x2013;1</sup>) and the difference between seawater and low atmosphere <italic>f</italic>CO<sub>2</sub> (&#x0394;<italic>f</italic>CO<sub>2</sub> = <italic>f</italic>CO<sub>2,sw</sub> &#x2212; <italic>f</italic>CO<sub>2,atm</sub>) were considered. Negative fluxes indicate that the ocean acts as an atmospheric CO<sub>2</sub> sink, while the positive ones indicate that it behaves as a source.</p>
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<p>The updated <xref ref-type="bibr" rid="B84">Wanninkhof (2014)</xref> parameterization was used in this study due to it considers the most recently advances in the quantification of the input parameters and improves the wind speed products, with <italic>k</italic> being the gas transfer rate expressed in Eq. 6:</p>
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<p>where <italic>w</italic> is the wind speed (m s<sup>&#x2013;1</sup>) and <italic>Sc</italic> is Schmidt number (cinematic viscosity of seawater, divided by the gas diffusion coefficient). Daily averages of satellite ocean surface wind speed derived from the Advanced Scatterometer (ASCAT) and obtained from the Satellite Research and Exploitation Center (CERSAT) at IFREMER (Plouzane, France) were considered together with daily measured wind speed averages provided by the Agencia Estatal de Meteorolog&#x00ED;a (AEMET) from the meteorological station located at Tarifa (C&#x00E1;diz) and corrected to 10 m height (<xref ref-type="bibr" rid="B1">Allen et al., 1998</xref>). These wind speed data were interpolated based on the latitude, longitude, and time of the underway xCO<sub>2</sub> measurements. The average ocean surface wind speed for the entire study period calculated from satellite and measured data was 7.77 &#x00B1; 2.66 and 8.18 &#x00B1; 2.61 m s<sup>&#x2013;1</sup>, respectively. Due to these wind speed values were consistent, the FCO<sub>2</sub> was calculated in this study by considering the wind speed data measured at the Tarifa meteorological station as was done previously by <xref ref-type="bibr" rid="B26">de la Paz et al. (2011)</xref> to assess the air-sea CO<sub>2</sub> exchange in the Strait of Gibraltar.</p>
<p>Autonomous monitoring was combined with 25 discrete surface seawater samples taken manually from the intake seawater line for total alkalinity (A<sub>T</sub>, &#x03BC;mol kg<sup>&#x2013;1</sup>) and total dissolved inorganic carbon (C<sub>T</sub>, &#x03BC;mol kg<sup>&#x2013;1</sup>) in February 2020 and March 2021 with <italic>in situ</italic> measurements of SST and SSS. Samples were taken with a temporal frequency of 1&#x2013;2 h in borosilicate glass bottles, overfilled, preserved with 100 &#x03BC;l of saturated HgCl<sub>2</sub>, kept in darkness and analyzed just after arriving at port, in a period less than 2 weeks. The A<sub>T</sub> was determined by potentiometrically titration in a VINDTA 3C system following <xref ref-type="bibr" rid="B60">Mintrop et al. (2000)</xref> and using CRMs (provided by A. Dickson at Scripps Institution of Oceanography) to test the performance of the titration system and correct the determined values. The CRMs titration gave values with and accuracy of &#x00B1;1.5 &#x03BC;mol kg<sup>&#x2013;1</sup>.</p>
<p>The determined A<sub>T</sub> values were consistent with those estimated according to the global relationship of A<sub>T</sub> with SSS and SST in global surface waters described by <xref ref-type="bibr" rid="B52">Lee et al. (2006)</xref> for the North Atlantic (presented an average difference of 3.08 &#x00B1; 6.80 &#x03BC;mol kg<sup>&#x2013;1</sup>). Due to the similarity of both values, A<sub>T</sub> was calculated for the time, longitude, and latitude of the CanOA-VOS data using the A<sub>T</sub>-SSS relationship obtained from the discrete samples (Eq. 7; <italic>r</italic><sup>2</sup> = 0.87 and Pearson correlation coefficient given hereinafter as &#x03C1; is equal to 0.93) (temperature was not found to improve the fitting of the experimental data). It was assumed that the change in A<sub>T</sub> with SSS was constant throughout the year in tropical and subtropical latitudes (<xref ref-type="bibr" rid="B52">Lee et al., 2006</xref>).</p>
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<p>The C<sub>T</sub> and pH in total scale (pH<sub>T</sub>) were computed with the Excel program CO<sub>2</sub>sys, using the carbonic acid dissociation constants of <xref ref-type="bibr" rid="B54">Lueker et al. (2000)</xref>, the HSO<sub>4</sub> dissociation constant of <xref ref-type="bibr" rid="B28">Dickson (1990)</xref> and the value of [B]<sub><italic>I</italic></sub> determined by <xref ref-type="bibr" rid="B51">Lee et al. (2010)</xref>. The longitudinal change in the seasonality of the variables measured <italic>in situ</italic> (SST and SSS), determined (<italic>f</italic>CO<sub>2,sw</sub> and FCO<sub>2</sub>) and computed (C<sub>T</sub> and pH<sub>T</sub>) was studied in the entire region along the northern and southern sections. The C<sub>T</sub> was normalized (NC<sub>T</sub>) to a constant SSS of 36.4 (the annual average SSS) to remove the effect of evaporation and precipitation. Similarly, the pH<sub>T</sub> values were normalized (pH<sub><italic>T,18</italic></sub>) to a constant SST of 18.0&#x00B0;C (annual average SST) to remove the temperature dependence on the variation of pH<sub>T</sub> (<xref ref-type="bibr" rid="B73">Santana-Casiano et al., 2001</xref>; <xref ref-type="bibr" rid="B41">Gonz&#x00E1;lez-D&#x00E1;vila et al., 2003</xref>).</p>
<p>The temporal variation of C<sub>T</sub> was studied using the equation provided by <xref ref-type="bibr" rid="B74">Sarmiento and Gruber (2006)</xref> (Eq. 8). This equation describes the change in C<sub>T</sub> over time produced by air-sea CO<sub>2</sub> exchange (EX), horizontal advection (TRSP), vertical mixing (MIX), and net community production (NCP).</p>
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<p>The increase and depletion of NC<sub>T</sub> in surface waters was studied during a whole year (February&#x2013;January) using monthly average NC<sub>T</sub> values between February 2019 and February 2021 and considering the variation of the mixed layer depth (MLD). The temporal change in NC<sub>T</sub> was calculated as the difference between two consecutive months and was expressed in mmol m<sup>&#x2013;3</sup>, considering the seawater density. Negative values indicate that NC<sub>T</sub> decreases in surface waters. The relative contribution of CO<sub>2</sub> exchange in the variation of NC<sub>T</sub> (EX term) is given by the relationship between FCO<sub>2</sub> and MLD. The monthly MLD values were obtained with a spatial resolution of 0.028&#x00B0; &#x00D7; 0.028&#x00B0; from the operational Iberian&#x2013;Biscay&#x2013;Irish (IBI) Ocean Analysis and Forecasting system based on a (eddy-resolving) NEMO model application and are available at E.U. Copernicus Marine Service Information.<sup><xref ref-type="fn" rid="footnote1">1</xref></sup> The annual MLD cycle was calculated using the harmonic fitting equation and parameters shown in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 1</xref>.</p>
<p>The relative contribution of horizontal transport (TRSP term) was calculated by considering a surface transport from the Northeast Atlantic to the Mediterranean Sea. The spatial change in NC<sub>T</sub> between westernmost and easternmost waters [&#x0394;NC<sub>T</sub> = NC<sub>T, (West)</sub> &#x2212; NC<sub>T, (East)</sub>] was considered. Data available at the Surface Ocean CO<sub>2</sub> Atlas (SOCAT v2020<sup><xref ref-type="fn" rid="footnote2">2</xref></sup>) referenced to 2019 have been used for the calculation of NC<sub>T</sub> at a reference station to the west of the Strait of Gibraltar (6.75 &#x00B1; 0.25&#x00B0;W) in a similar latitudinal range. The spatial change in salinity was removed by calculating the NC<sub>T</sub> at all the selected locations in the Strait of Gibraltar at the constant salinity of the reference station. The horizontal transport contribution to NC<sub>T</sub> fluctuations was obtained from the product of &#x0394;NC<sub>T</sub> and the change in salinity with time at the locations of interest in the Strait of Gibraltar. Positive values indicate that horizontal transport occurred in a west-to-east direction, while negative values indicated that the transport direction was reversed.</p>
<p>The relative contribution of vertical mixing (MIX term) was estimated following <xref ref-type="bibr" rid="B5">B&#x00E9;govic and Copin-Mont&#x00E9;gut (2002)</xref> by considering the sum of changes in vertical diffusion across the bottom of the mixed layer and vertical entrainment into the surface layer (Eq. 9). This term was determined using the monthly values of total dissolved inorganic carbon in the MLD obtained from IBI MFC high-resolution biogeochemical forecasts and generated from the PISCES biogeochemical model and the NEMO ocean circulation model. Additional monthly values of temperature and salinity obtained from the operational IBI Ocean Analysis and Forecasting system based on a NEMO model were used to estimate the seawater density. These forecast data have a spatial resolution of 0.028&#x00B0; &#x00D7; 0.028&#x00B0; and are available in E.U. Copernicus Marine Service Information.<sup>1</sup></p>
<disp-formula id="S3.E9">
<label>(9)</label>
<mml:math id="M9">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mi mathvariant="normal">&#x25B3;</mml:mi>
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<mml:mfrac>
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</mml:mrow>
</mml:math>
</disp-formula>
<p>The difference between NC<sub>T</sub> concentration below (NC<sub><italic>T</italic>,</sub><italic><sub><italic>f</italic></sub></italic>) and at the base (NC<sub>T</sub>) of the mixed layer was considered to calculate the term of the vertical entrainment. The function &#x03B8; is equal to 0 when the mixed layer decreases (&#x2202;&#x2061;<italic>M</italic><italic>L</italic><italic>D</italic>/&#x2202;&#x2061;<italic>t</italic>) &#x2264; 0 due to the fact that only the deepening of the mixed layer induces mixing with the underlying waters (<xref ref-type="bibr" rid="B63">Peng et al., 1987</xref>; <xref ref-type="bibr" rid="B31">Fasham et al., 1990</xref>; <xref ref-type="bibr" rid="B42">Gruber et al., 1998</xref>). The vertical gradient of NC<sub>T</sub> at the base of the mixed layer (&#x2202;&#x2061;<italic>N</italic><italic>C</italic><sub><italic>T</italic></sub>/&#x2202;&#x2061;<italic>z</italic>) was considered for the calculation of vertical diffusion. The vertical diffusion coefficient (K<sub><italic>z</italic></sub>, m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>) at the base of the mixed layer was determined according to <xref ref-type="bibr" rid="B27">Denman and Gargett (1983)</xref> using Eq. 10:</p>
<disp-formula id="S3.E10">
<label>(10)</label>
<mml:math id="M10">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mi>z</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mn>0.25</mml:mn>
</mml:mpadded>
<mml:mpadded width="+5pt">
<mml:mi mathvariant="normal">&#x03B5;</mml:mi>
</mml:mpadded>
<mml:mi mathvariant="normal">&#x03C1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mpadded width="+5pt">
<mml:mi>g</mml:mi>
</mml:mpadded>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mo>&#x2061;</mml:mo>
<mml:mi mathvariant="normal">&#x03C1;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2202;</mml:mo>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where &#x03C1; is the seawater density at the base of the mixed layer, <italic>g</italic> is the acceleration of gravity and &#x03B5; is the rate of turbulent energy dissipation. In this study we considered the vertical density gradient (&#x2202;&#x2061;&#x03C1;/&#x2202;&#x2061;<italic>z</italic>) in the pycnocline and a representative value of 2.0 &#x00D7; 10<sup>&#x2013;8</sup> m<sup>2</sup> s<sup>&#x2013;3</sup> for &#x03B5; (<xref ref-type="bibr" rid="B42">Gruber et al., 1998</xref>).</p>
<p>Lastly, the change in NC<sub>T</sub> due to net community production processes (NCP term), considering total changes in photosynthesis/respiration processes, was obtained directly from Eq. 8. Positive contributions of NCP indicated that the remineralization processes increase the NC<sub>T</sub> in surface waters while negative contributions shows that biological production decrease it surface concentration.</p>
</sec>
<sec id="S3.SS3">
<title>Computational Methods</title>
<p>The raw output data was initially filtered removing data affected by the automatic sampler such as samples measured at low water rates (&#x003C;2.5 L min<sup>&#x2013;1</sup>). The measured xCO<sub>2</sub> values were corrected following <xref ref-type="bibr" rid="B64">Pierrot et al. (2009)</xref> by linearly interpolating the certified standard values (section 3.2) with the xCO<sub>2</sub> measurement times. The three <italic>f</italic>CO<sub>2,atm</sub> values obtained after each calibration were averaged and harmonically interpolated with the times of each <italic>f</italic>CO<sub>2,sw</sub>. The &#x0394;<italic>f</italic>CO<sub>2</sub> was computed from the difference between the <italic>f</italic>CO<sub>2,sw</sub> and the <italic>f</italic>CO<sub>2,atm</sub> values and was used in the FCO<sub>2</sub> calculations (section 2.2). Additional daily average satellite data for Chlorophyll <italic>a</italic> obtained from the Operational Mercator Ocean biogeochemical global ocean analysis and forecast system (United States Copernicus Marine Service Information) were used to improve the understanding of the biological influence on the CO<sub>2</sub> system variability. Chlorophyll <italic>a</italic> data was interpolated with latitude, longitude, and time of the CanOA-VOS line data.</p>
<p>The average physical and biogeochemical variables (y) for each selected station were fitted to a harmonic Eq. 11 as a function of time (x) in order to study the seasonal variability and the thermal and non-thermal effect on <italic>f</italic>CO<sub>2,sw</sub> (<xref ref-type="bibr" rid="B79">Takahashi et al., 2002</xref>; <xref ref-type="bibr" rid="B55">L&#x00FC;ger et al., 2004</xref>). The <italic>a&#x2013;e</italic> coefficients are shown in <xref ref-type="supplementary-material" rid="DS1">Supplementary Table 2</xref>.</p>
<disp-formula id="S3.E11">
<label>(11)</label>
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<mml:mrow>
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<mml:mrow>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mtext>&#x22C5;</mml:mtext>
<mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">&#x03C0;</mml:mi>
<mml:mtext>x</mml:mtext>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
<mml:mo>+</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">c</mml:mi>
<mml:mtext>&#x22C5;sin</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
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<mml:mn>2</mml:mn>
<mml:mi mathvariant="normal">&#x03C0;</mml:mi>
<mml:mtext>x</mml:mtext>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>+</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">d</mml:mi>
<mml:mtext>&#x22C5;cos</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi mathvariant="normal">&#x03C0;</mml:mi>
<mml:mtext>x</mml:mtext>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>+</mml:mo>
<mml:mrow>
<mml:mi mathvariant="normal">e</mml:mi>
<mml:mtext>&#x22C5;sin</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:mi mathvariant="normal">&#x03C0;</mml:mi>
<mml:mtext>x</mml:mtext>
</mml:mrow>
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<p>The results were compared to surface data collected by other VOS and research vessels in the oceanographic environment of the Strait of Gibraltar and are available at the SOCAT v2020 database. The SOCAT data between 1999 and 2019 were used to study the monthly frequency and the annual cycle of <italic>f</italic>CO<sub>2,sw</sub> in 2019 by considering an interannual rate of increase of 1.8 &#x03BC;atm per elapsed year (<xref ref-type="bibr" rid="B4">Bates et al., 2014</xref>).</p>
</sec>
</sec>
<sec sec-type="results" id="S4">
<title>Results</title>
<p>The present study provides a high-resolution evaluation of the spatio-temporal variability of surface CO<sub>2</sub> in the Strait of Gibraltar. The annual and seasonal averages of the carbon variables in both the northern and the southern routes are presented in <xref ref-type="table" rid="T1">Table 1</xref> with maximum values of SST, <italic>f</italic>CO<sub>2,sw</sub>, and FCO<sub>2</sub> and minimum values of C<sub>T</sub> and pH<sub>T</sub> during summer. The greatest seasonal change occurs from winter to summer: the SST, <italic>f</italic>CO<sub>2,sw</sub>, and FCO<sub>2</sub> increased in the northern section by 4.79 &#x00B1; 1.97&#x00B0;C, 40.75 &#x00B1; 28.83 &#x03BC;atm, and 5.52 &#x00B1; 4.19 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>, respectively, leading to a pH<sub>T</sub> decrease of 0.039 &#x00B1; 0.028 U. The seasonal change along the southern section was slightly lower on average except for FCO<sub>2</sub>, C<sub>T</sub>, and NC<sub>T</sub> (5.67 &#x00B1; 5.84 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>, 24.72 &#x00B1; 19.1 &#x03BC;mol m<sup>&#x2013;3</sup>, and 23.20 &#x00B1; 18.15 &#x03BC;mol m<sup>&#x2013;3</sup>, respectively). The seasonal change in pH along the southern section was 0.026 &#x00B1; 0.014 U. In contrast, spring and autumn averages were similar for all the considered variables in both sections.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Annual and seasonal average of SST, SSS, and CO<sub>2</sub> system variables and fluxes with their respective standard deviations along the northern and southern sections of the Strait of Gibraltar.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Season</td>
<td valign="top" align="left">Section</td>
<td valign="top" align="center" colspan="2">SST (&#x00B0;C)<hr/></td>
<td valign="top" align="center" colspan="2">SSS<hr/></td>
<td valign="top" align="center" colspan="2"><italic>f</italic>CO<sub>2,sw</sub> (&#x03BC; atm)<hr/></td>
<td valign="top" align="center" colspan="2">FCO<sub>2</sub> (mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>)<hr/></td>
<td valign="top" align="center" colspan="2">C<sub>T</sub> (&#x03BC; mol kg<sup>&#x2013;1</sup>)<hr/></td>
<td valign="top" align="center" colspan="2">NC<sub>T</sub> (&#x03BC; mol kg<sup>&#x2013;1</sup>)<hr/></td>
<td valign="top" align="center" colspan="2">pH<sub>T</sub><hr/></td>
<td valign="top" align="center" colspan="2">pH<sub>T,18</sub><hr/></td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="justify"/>
<td valign="top" align="center">Mean</td>
<td valign="top" align="center">Standard deviation</td>
<td valign="top" align="center">Mean</td>
<td valign="top" align="center">Standard deviation</td>
<td valign="top" align="center">Mean</td>
<td valign="top" align="center">Standard deviation</td>
<td valign="top" align="center">Mean</td>
<td valign="top" align="center">Standard deviation</td>
<td valign="top" align="center">Mean</td>
<td valign="top" align="center">Standard deviation</td>
<td valign="top" align="center">Mean</td>
<td valign="top" align="center">Standard deviation</td>
<td valign="top" align="center">Mean</td>
<td valign="top" align="center">Standard deviation</td>
<td valign="top" align="center">Mean</td>
<td valign="top" align="center">Standard deviation</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Winter</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">16.28</td>
<td valign="top" align="center">0.55</td>
<td valign="top" align="center">36.430</td>
<td valign="top" align="center">0.169</td>
<td valign="top" align="center">368.55</td>
<td valign="top" align="center">5.90</td>
<td valign="top" align="center">&#x2212;3.76</td>
<td valign="top" align="center">1.49</td>
<td valign="top" align="center">2116.62</td>
<td valign="top" align="center">11.72</td>
<td valign="top" align="center">2115.79</td>
<td valign="top" align="center">9.27</td>
<td valign="top" align="center">8.085</td>
<td valign="top" align="center">0.006</td>
<td valign="top" align="center">8.062</td>
<td valign="top" align="center">0.007</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">S</td>
<td valign="top" align="center">16.25</td>
<td valign="top" align="center">0.45</td>
<td valign="top" align="center">36.413</td>
<td valign="top" align="center">0.111</td>
<td valign="top" align="center">379.37</td>
<td valign="top" align="center">10.01</td>
<td valign="top" align="center">&#x2212;4.93</td>
<td valign="top" align="center">3.44</td>
<td valign="top" align="center">2123.67</td>
<td valign="top" align="center">11.76</td>
<td valign="top" align="center">2122.91</td>
<td valign="top" align="center">9.72</td>
<td valign="top" align="center">8.074</td>
<td valign="top" align="center">0.010</td>
<td valign="top" align="center">8.047</td>
<td valign="top" align="center">0.015</td>
</tr>
<tr>
<td valign="top" align="left">Spring</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">18.26</td>
<td valign="top" align="center">1.63</td>
<td valign="top" align="center">36.326</td>
<td valign="top" align="center">0.129</td>
<td valign="top" align="center">379.50</td>
<td valign="top" align="center">19.57</td>
<td valign="top" align="center">&#x2212;2.67</td>
<td valign="top" align="center">2.23</td>
<td valign="top" align="center">2102.85</td>
<td valign="top" align="center">16.13</td>
<td valign="top" align="center">2107.11</td>
<td valign="top" align="center">10.24</td>
<td valign="top" align="center">8.073</td>
<td valign="top" align="center">0.018</td>
<td valign="top" align="center">8.077</td>
<td valign="top" align="center">0.018</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">S</td>
<td valign="top" align="center">18.08</td>
<td valign="top" align="center">1.61</td>
<td valign="top" align="center">36.298</td>
<td valign="top" align="center">0.130</td>
<td valign="top" align="center">388.65</td>
<td valign="top" align="center">13.84</td>
<td valign="top" align="center">&#x2212;2.55</td>
<td valign="top" align="center">2.44</td>
<td valign="top" align="center">2108.25</td>
<td valign="top" align="center">13.21</td>
<td valign="top" align="center">2114.19</td>
<td valign="top" align="center">11.31</td>
<td valign="top" align="center">8.064</td>
<td valign="top" align="center">0.013</td>
<td valign="top" align="center">8.065</td>
<td valign="top" align="center">0.021</td>
</tr>
<tr>
<td valign="top" align="left">Summer</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">21.07</td>
<td valign="top" align="center">1.61</td>
<td valign="top" align="center">36.371</td>
<td valign="top" align="center">0.194</td>
<td valign="top" align="center">409.30</td>
<td valign="top" align="center">24.26</td>
<td valign="top" align="center">1.76</td>
<td valign="top" align="center">3.30</td>
<td valign="top" align="center">2098.39</td>
<td valign="top" align="center">8.97</td>
<td valign="top" align="center">2100.08</td>
<td valign="top" align="center">8.10</td>
<td valign="top" align="center">8.046</td>
<td valign="top" align="center">0.023</td>
<td valign="top" align="center">8.093</td>
<td valign="top" align="center">0.015</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">S</td>
<td valign="top" align="center">20.82</td>
<td valign="top" align="center">2.30</td>
<td valign="top" align="center">36.387</td>
<td valign="top" align="center">0.162</td>
<td valign="top" align="center">406.34</td>
<td valign="top" align="center">21.40</td>
<td valign="top" align="center">0.74</td>
<td valign="top" align="center">3.71</td>
<td valign="top" align="center">2098.95</td>
<td valign="top" align="center">11.65</td>
<td valign="top" align="center">2099.72</td>
<td valign="top" align="center">12.35</td>
<td valign="top" align="center">8.048</td>
<td valign="top" align="center">0.019</td>
<td valign="top" align="center">8.091</td>
<td valign="top" align="center">0.022</td>
</tr>
<tr>
<td valign="top" align="left">Autumn</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">18.71</td>
<td valign="top" align="center">1.17</td>
<td valign="top" align="center">36.432</td>
<td valign="top" align="center">0.189</td>
<td valign="top" align="center">385.84</td>
<td valign="top" align="center">13.39</td>
<td valign="top" align="center">&#x2212;2.92</td>
<td valign="top" align="center">2.65</td>
<td valign="top" align="center">2111.26</td>
<td valign="top" align="center">15.89</td>
<td valign="top" align="center">2109.43</td>
<td valign="top" align="center">10.61</td>
<td valign="top" align="center">8.068</td>
<td valign="top" align="center">0.014</td>
<td valign="top" align="center">8.076</td>
<td valign="top" align="center">0.017</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">S</td>
<td valign="top" align="center">18.70</td>
<td valign="top" align="center">1.67</td>
<td valign="top" align="center">36.501</td>
<td valign="top" align="center">0.132</td>
<td valign="top" align="center">384.33</td>
<td valign="top" align="center">9.27</td>
<td valign="top" align="center">&#x2212;3.13</td>
<td valign="top" align="center">2.59</td>
<td valign="top" align="center">2111.75</td>
<td valign="top" align="center">14.22</td>
<td valign="top" align="center">2105.94</td>
<td valign="top" align="center">14.28</td>
<td valign="top" align="center">8.070</td>
<td valign="top" align="center">0.009</td>
<td valign="top" align="center">8.080</td>
<td valign="top" align="center">0.027</td>
</tr>
<tr>
<td valign="top" align="left">Annual</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">18.02</td>
<td valign="top" align="center">2.14</td>
<td valign="top" align="center">36.398</td>
<td valign="top" align="center">0.175</td>
<td valign="top" align="center">383.10</td>
<td valign="top" align="center">22.35</td>
<td valign="top" align="center">&#x2212;2.14</td>
<td valign="top" align="center">3.19</td>
<td valign="top" align="center">2108.47</td>
<td valign="top" align="center">15.12</td>
<td valign="top" align="center">2109.21</td>
<td valign="top" align="center">11.23</td>
<td valign="top" align="center">8.071</td>
<td valign="top" align="center">0.021</td>
<td valign="top" align="center">8.075</td>
<td valign="top" align="center">0.018</td>
</tr>
<tr>
<td valign="top" align="justify"/>
<td valign="top" align="center">S</td>
<td valign="top" align="center">17.86</td>
<td valign="top" align="center">2.11</td>
<td valign="top" align="center">36.415</td>
<td valign="top" align="center">0.144</td>
<td valign="top" align="center">385.90</td>
<td valign="top" align="center">15.26</td>
<td valign="top" align="center">&#x2212;3.10</td>
<td valign="top" align="center">3.68</td>
<td valign="top" align="center">2114.40</td>
<td valign="top" align="center">15.41</td>
<td valign="top" align="center">2113.55</td>
<td valign="top" align="center">14.72</td>
<td valign="top" align="center">8.068</td>
<td valign="top" align="center">0.014</td>
<td valign="top" align="center">8.066</td>
<td valign="top" align="center">0.027</td>
</tr>
</tbody>
</table></table-wrap>
<sec id="S4.SS1">
<title>Spatial Distribution of Sea Surface Temperature, Sea Surface Salinity, and CO<sub>2</sub> System Parameters and Fluxes</title>
<p>The longitudinal west-to-east distribution of the variables of interest was studied (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 1</xref>, <xref ref-type="supplementary-material" rid="DS1">2</xref>) and showed differences, especially during summer. The longitudinal variation was analyzed separately in the northern and southern sections: the SST, SSS, and CO<sub>2</sub> system variables and fluxes were annually and seasonally averaged every 0.05&#x00B0; longitude (<xref ref-type="fig" rid="F2">Figure 2</xref>) by considering the following periods: January&#x2013;March (winter), April&#x2013;June (spring), July&#x2013;September (summer), and October&#x2013;December (autumn). The average values show that SST drives the <italic>f</italic>CO<sub>2,sw</sub> and FCO<sub>2</sub> variations. The greatest latitudinal differences were found toward the east of GC. The average SST, <italic>f</italic>CO<sub>2,sw</sub>, FCO<sub>2</sub>, and pH<sub>T</sub> values follow an opposite west-to-east trend between the northern and southern sections. The seasonality of SST and <italic>f</italic>CO<sub>2,sw</sub> was maximum (5.29 &#x00B1; 2.97&#x00B0;C and 45.51 &#x00B1; 28.11 &#x03BC;atm, respectively) in the westernmost part (6.15&#x2013;5.95&#x00B0;W) and minimum in the eastern area closest to the Mediterranean Sea (5.30&#x2013;5.10&#x00B0;W) in both the northern (4.47 &#x00B1; 2.68&#x00B0;C and 19.11 &#x00B1; 24.86 &#x03BC;atm, respectively) and the southern (3.39 &#x00B1; 2.11&#x00B0;C and 23.81 &#x00B1; 14.96 &#x03BC;atm, respectively) sections. The seasonal change in pH<sub>T</sub> (northern and southern sections, respectively) was 0.053 &#x00B1; 0.028 and 0.033 &#x00B1; 0.024 U in the westernmost part and 0.019 &#x00B1; 0.025 and 0.025 &#x00B1; 0.015 U in the easternmost part.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Annual and seasonal average of <bold>(A)</bold> SST, <bold>(B)</bold> SSS, <bold>(C)</bold> <italic>f</italic>CO<sub>2,sw</sub>, <bold>(D)</bold> C<sub>T</sub>, <bold>(E)</bold> FCO<sub>2</sub>, <bold>(F)</bold> NC<sub>T</sub>, <bold>(G)</bold> pH<sub>T</sub>, and <bold>(H)</bold> pH<sub>T,18</sub> every 0.05&#x00B0; of longitude along the (1) northern and (2) southern sections in the Strait of Gibraltar.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-745304-g002.tif"/>
</fig>
<p>An annual average west-to-east decrease through the northern and southern routes was obtained for SST [1.70&#x00B0;C (<italic>r</italic><sup>2</sup> = 0.64 and &#x03C1; = &#x2212;0.80) and 1.48&#x00B0;C (<italic>r</italic><sup>2</sup> = 0.83 and &#x03C1; = &#x2212;0.91) per degree of longitude, respectively] and <italic>f</italic>CO<sub>2,sw</sub> [14.21 &#x03BC;atm (<italic>r</italic><sup>2</sup> = 0.65 and &#x03C1; = &#x2212;0.81) and 2.71 &#x03BC;atm (<italic>r</italic><sup>2</sup> = 0.22 and &#x03C1; = &#x2212;0.47) per degree of longitude, respectively] (<xref ref-type="fig" rid="F2">Figures 2A,E</xref>). The seasonality of pH<sub>T</sub> increased toward the east in both sections (<xref ref-type="fig" rid="F2">Figure 2G</xref>) and correlated with the decrease in <italic>f</italic>CO<sub>2,sw</sub> (&#x2212;0.001 U &#x03BC;atm<sup>&#x2013;1</sup>, <italic>r</italic><sup>2</sup> &#x003E; 0.94, and &#x03C1; &#x003C; &#x2212;0.97). These longitudinal changes were maximum during summer in the northern section: SST and <italic>f</italic>CO<sub>2,sw</sub> decreased by 2.95&#x00B0;C (<italic>r</italic><sup>2</sup> = 0.66 and &#x03C1; = &#x2212;0.81) and 47.47 &#x03BC;atm (<italic>r</italic><sup>2</sup> = 0.87 and &#x03C1; = &#x2212;0.93) per degree of longitude, respectively, while the pH<sub>T</sub> increased by 0.047 U (<italic>r</italic><sup>2</sup> = 0.86 and &#x03C1; = 0.93) per degree of longitude.</p>
<p>The annual average FCO<sub>2</sub> (<xref ref-type="fig" rid="F2">Figure 2E</xref>) shows that the CO<sub>2</sub> sink increased toward the east in both the northern (&#x2212;1.89 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> per degree of longitude, <italic>r</italic><sup>2</sup> = 0.68, and &#x03C1; = 0.82) and the southern (&#x2212;1.27 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> per degree of longitude, <italic>r</italic><sup>2</sup> = 0.57, and &#x03C1; = 0.75) sections. The west-to-east increasing sink gradient was most intense during spring [&#x2212;2.23 (<italic>r</italic><sup>2</sup> = 0.34 and &#x03C1; = 0.58) and &#x2212;1.38 (<italic>r</italic><sup>2</sup> = 0.64 and &#x03C1; = 0.80) mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> per degree of longitude, respectively] and summer [&#x2212;6.71 (<italic>r</italic><sup>2</sup> = 0.89 and &#x03C1; = 0.94) and &#x2212;2.69 (<italic>r</italic><sup>2</sup> = 0.60 and &#x03C1; = 0.77) mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> per degree of longitude, respectively]. During summer, both the northern and southern sections behaved as a CO<sub>2</sub> source (3.11 &#x00B1; 1.76 and 1.24 &#x00B1; 3.84 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>, respectively) in the westernmost part (6.15&#x2013;5.5&#x00B0;W) and as a weak CO<sub>2</sub> sink (&#x2212;0.87 &#x00B1; 2.62 and &#x2212;0.57 &#x00B1; 2.48 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>) in the easternmost part (5.5&#x2013;5.1&#x00B0;W). Maximum outgassing was found in both the northern and southern sections during summer around ES (4.49 &#x00B1; 2.45 and 2.28 &#x00B1; 3.91 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>, respectively) and TN (2.99 &#x00B1; 0.74 and 2.20 &#x00B1; 2.59 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>, respectively). In contrast, maximum ingassing was obtained along the northern section between ES and CS during autumn (&#x2212;6.01 &#x00B1; 0.05 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>) and toward the east of TN along the southern section during winter (&#x2212;6.57 &#x00B1; 4.11 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>).</p>
<p>The longitudinal change in SSS (<xref ref-type="fig" rid="F2">Figure 2B</xref>) was significant in this transition area between Northeast Atlantic and Mediterranean Sea waters and influenced the spatial distribution of C<sub>T</sub>. Big differences in SSS and C<sub>T</sub> values were observed between the northern and southern sections. In the northern section, the annual average of SSS slightly decreased from the most Atlantic part to GC (0.12 U per longitude, <italic>r</italic><sup>2</sup> = 0.66, and &#x03C1; = &#x2212;0.81) and increased rapidly toward the east of GC (1.40 U per longitude, <italic>r</italic><sup>2</sup> = 0.95, and &#x03C1; = 0.97). These longitudinal changes were also observed in the southern section, but both the decrease (0.08 U per degree of longitude, <italic>r</italic><sup>2</sup> = 0.67, and &#x03C1; = &#x2212;0.82) and the increase (0.50 U per degree of longitude, <italic>r</italic><sup>2</sup> = 0.86, and &#x03C1; = 0.93) were lower.</p>
<p>The longitudinal distribution of C<sub>T</sub> (<xref ref-type="fig" rid="F2">Figure 2D</xref>) was correlated with that of SSS in the northern section (<italic>r</italic><sup>2</sup> = 0.91 and &#x03C1; = 0.95), while this control was not observed in the southern section (<italic>r</italic><sup>2</sup> = 0.13 and &#x03C1; = 0.36). The average annual NC<sub>T</sub> (<xref ref-type="fig" rid="F2">Figure 2F</xref>) increased similarly toward the east in both the northern (11.42 &#x03BC;mol kg<sup>&#x2013;1</sup> per degree of longitude, <italic>r</italic><sup>2</sup> = 0.64, and &#x03C1; = 0.80) and the southern sections (12.64 &#x03BC;mol kg<sup>&#x2013;1</sup> per degree of longitude, <italic>r</italic><sup>2</sup> = 0.80, and &#x03C1; = 0.89). The average NC<sub>T</sub> values were maximum during the cold months (January&#x2013;June) and minimum during the warm months (July&#x2013;December) in the entire region, except in the northern section during autumn to the east of CS and during summer around TN. The decrease in <italic>f</italic>CO<sub>2,sw</sub> between CS and GC in summer and the effects of remineralization and vertical mixing processes accounted for these changes. The absolute minimum values of NC<sub>T</sub> in summer along each route should be highlighted: the minimum value eastward of GC in the northern section (2090.60 &#x00B1; 4.99 &#x03BC;mol kg<sup>&#x2013;1</sup>) was followed by a reduction of the oceanic CO<sub>2</sub> sink and high values of <italic>f</italic>CO<sub>2,sw</sub>, while that of the southern route in TN (2090.03 &#x00B1; 2.95 &#x03BC;mol kg<sup>&#x2013;1</sup>) coincided with maximum values of SST, <italic>f</italic>CO<sub>2,sw</sub>, and FCO<sub>2</sub> and may be related to an increase in biological production.</p>
</sec>
<sec id="S4.SS2">
<title>Seasonality of the CO<sub>2</sub> System and Fluxes</title>
<p>The seasonality of SST, SSS, and CO<sub>2</sub> system variables and fluxes were studied on both the northern and the southern routes (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 3</xref>, <xref ref-type="supplementary-material" rid="DS1">4</xref>) by averaging the values obtained on each trip and fitting them to a harmonic Eq. 11. The average values of <italic>f</italic>CO<sub>2,sw</sub> and pH ranged between &#x223C;360 and 430 &#x03BC;atm and between &#x223C;8.03 and 8.09, respectively, in phase with a seasonal temperature change of &#x223C;7.5&#x00B0;C (between &#x223C;15.5 and 23.0&#x00B0;C). Several differences were observed between the northern and the southern sections: the <italic>f</italic>CO<sub>2,sw</sub> and pH trends (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>) show a lower seasonality along the southern route despite the fact that the seasonal change in SST is maximum in this section. The <italic>f</italic>CO<sub>2,sw</sub> values were compared with surface <italic>f</italic>CO<sub>2,sw</sub> data available at the SOCAT v2020 database for the Strait of Gibraltar between 1999 and 2019 (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 5</xref>). The CanOA-VOS lines provided a total of 6440 measurements during the 2 years of study (2019&#x2013;2021), almost the same number of observations (6063 data) as in the SOCAT database for a period of 20 years (1999&#x2013;2019). The CanOA-VOS line collected data at times of the year when there was no previous data available (February, May&#x2013;July, and December). The annual cycle of <italic>f</italic>CO<sub>2,sw</sub> provided from both the CanOA-VOS and the SOCAT databases is described by Eqs 12, 13 (<italic>r</italic><sup>2</sup> = 0.67 and <italic>r</italic><sup>2</sup> = 0.64, respectively) in which SST fluctuations were considered (SSS was not found to improve the fitting). Their standard errors of estimate was &#x00B1;10.2 and &#x00B1;13.8 &#x03BC;atm, respectively.</p>
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<mml:mi>T</mml:mi>
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<p>The seasonal change of <italic>f</italic>CO<sub>2,sw</sub> with SST obtained through the northern and southern sections of the CanOA-VOS line is given by Eqs 14, 15 (<italic>r</italic><sup>2</sup> = 0.78 and <italic>r</italic><sup>2</sup> = 0.66, respectively) with a standard error of estimate of &#x00B1;10.3 and &#x00B1;8.9 &#x03BC;atm, respectively.</p>
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<mml:none/>
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<mml:mrow>
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<mml:mrow>
<mml:mn>14.84</mml:mn>
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<mml:mrow>
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<p>When the full data set (SOCAT and CanOA) was considered (more than 12,000 data), Eq. 16 (<italic>r</italic><sup>2</sup> = 0.62), which present a standard error of estimate of &#x00B1;12.8 &#x03BC;atm, provides an estimation of the interannual trend (2.33 &#x00B1; 0.06 &#x03BC;atm year<sup>&#x2013;1</sup>), the seasonal variability and the influence of SST as the variable controlling the physical characteristics of the Strait of Gibraltar.</p>
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<p>The FCO<sub>2</sub> seasonal trend (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 3</xref>) ranged between &#x2212;6 and 3 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> in the northern section and between &#x2212;8 and 3 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> in the southern section, with a strong behavior as a sink during the cold months and as a weak source during the warm months. The maximum outgassing (2.99 &#x00B1; 2.70 and 3.60 &#x00B1; 1.76 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> in the northern and the southern section, respectively) occurred in August 2020 and coincided with high values of SST and <italic>f</italic>CO<sub>2,sw</sub>, while the maximum ingassing (&#x2212;11.48 &#x00B1; 1.36 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup>) was observed along the southern section in February 2021 and was related with wind speed values higher than 11 m s<sup>&#x2013;1</sup>. The change in FCO<sub>2</sub> was linked to the change in &#x0394;<italic>f</italic>CO<sub>2</sub>, which is controlled by temperature fluctuations: the average values of FCO<sub>2</sub> increased by 1.22 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> &#x00B0;C<sup>&#x2013;1</sup> (<italic>r</italic><sup>2</sup> = 0.71 and &#x03C1; = 0.84) in the northern section and 1.03 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> &#x00B0;C<sup>&#x2013;1</sup> (<italic>r</italic><sup>2</sup> = 0.50 and &#x03C1; = 0.71) in the southern section. A smoothing spline with a parameter of 0.98 was applied to the daily distribution of SSS (<italic>r</italic><sup>2</sup> &#x003E; 0.27), SST (<italic>r</italic><sup>2</sup> &#x003E; 0.82), <italic>f</italic>CO<sub>2,atm</sub> (<italic>r</italic><sup>2</sup> &#x003E; 0.94), <italic>f</italic>CO<sub>2,sw</sub> (<italic>r</italic><sup>2</sup> &#x003E; 0.56), and wind speed (<italic>r</italic><sup>2</sup> &#x003E; 0.49). Daily values of FCO<sub>2</sub> were calculated from these computed variables and fitted to the observed FCO<sub>2</sub> values to improve the evaluation of its temporal distribution. These computed FCO<sub>2</sub> values differ in average by &#x2212;0.25 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> in the northern section and by 0.15 mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> in the southern section compared to those calculated from the observed data.</p>
<p>The west-to-east differences were assessed by selecting five stations equidistantly spaced every 0.2&#x00B0; of longitude along the channel (6.0&#x2013;5.2&#x00B0;W) (<xref ref-type="fig" rid="F3">Figure 3</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Figures 6</xref>, <xref ref-type="supplementary-material" rid="DS1">7</xref>). The westernmost station at 6.0 &#x00B1; 0.05&#x00B0;W (S1) is located near ES and was used to study the seasonality in the most Atlantic part over the main gateway of the Mediterranean outflow. The station at 5.8 &#x00B1; 0.05&#x00B0;W (S2) was selected near the shallower area of CS. The stations at 5.6 &#x00B1; 0.05&#x00B0;W (S3) and 5.4 &#x00B1; 0.05&#x00B0;W (S4) were in the longitudinal range around TN and GC, respectively, over the deepest area of the channel. Lastly, the easternmost station at 5.2 &#x00B1; 0.05&#x00B0;W (S5) was used to study the most Mediterranean part. To consider the observed latitudinal variation, the northern and southern parts of each station were represented separately at all stations except S1 due to upward and backward routes passing through the same latitudinal interval in the westernmost part. A lower temporal resolution was obtained along the northern part of the channel and at S5 (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 6</xref>) due to technical problems with the measurement equipment and subsequent scarcity of data during the first year of observation. Hence, the harmonic fitting is useful to understand the temporal change during periods of lack of data, but the seasonal trend shows a higher uncertainty in these positions.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption><p>Seasonal variability of average SST, <italic>f</italic>CO<sub>2,sw</sub>, <italic>f</italic>CO<sub>2,thermal</sub>, <italic>f</italic>CO<sub>2,non&#x2013;thermal</sub>, FCO<sub>2</sub>, pH<sub>T</sub>, and pH<sub>T,18</sub> at the northern (blue) and southern (red) part of the station S1&#x2013;S4 in the Strait of Gibraltar.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-745304-g003.tif"/>
</fig>
<p>The latitudinal differences are greater in the most Mediterranean part of the channel. The seasonality of the SST (<xref ref-type="fig" rid="F3">Figure 3</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 6</xref>) decreased toward the east through the northern route (in the range between 16&#x2013;23&#x00B0;C at S1 and 16&#x2013;20&#x00B0;C at S4) and remained constant with longitude through the southern route (16&#x2013;23&#x00B0;C). The <italic>f</italic>CO<sub>2,sw</sub> values (<xref ref-type="fig" rid="F3">Figure 3</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 6</xref>) were maximum at S1 throughout the year (ranging between 370 &#x03BC;atm during the cold months and 428 &#x03BC;atm during the warm months), and its seasonality remained constant along the southern section between 370 and 415 &#x03BC;atm in phase with temperature and influenced by non-thermal processes. The west-to-east pattern in <italic>f</italic>CO<sub>2,sw</sub> seasonality along the northern section was difficult to characterize due to the lack of values at certain times of the year. However, a slight increase in the seasonal signal was observed from the Atlantic part at S1 (&#x223C;57 &#x03BC;atm, between 371 and 428 &#x03BC;atm) to TN at S3 (61 &#x03BC;atm, between 357 and 418 &#x03BC;atm) and a drastic decrease toward the east in GC at S4 (34 &#x03BC;atm, between 362 and 396 &#x03BC;atm).</p>
<p>The pH<sub>T</sub> values (<xref ref-type="fig" rid="F3">Figure 3</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 6</xref>) were correlated with <italic>f</italic>CO<sub>2,sw</sub> (<italic>r</italic><sup>2</sup> &#x003E; 0.98 and &#x03C1; = &#x2212;0.99) throughout the region and decreased by 0.001 U &#x03BC;atm<sup>&#x2013;1</sup> at all stations. The maximum seasonality was found at S1 (8.028&#x2013;8.080) and in the northern sections of S3 (8.037&#x2013;8.095). The greatest differences at S2 were observed during the cold months between January and May and could be related with mixing, biological and other non-thermal processes. In GC at S4, the pH<sub>T</sub> showed minimum pH<sub>T</sub> seasonality ranging from 8.056 to 8.089 in the northern section and from 8.039 to 8.081 in the southern section.</p>
<p>The FCO<sub>2</sub> values (<xref ref-type="fig" rid="F3">Figure 3</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 6</xref>) show a slight maximum outgassing and minimum ingassing in the northern part of each station. The outgassing weakened and the ingassing reinforced toward the east, reaching negative FCO<sub>2</sub> values along both the northern and the southern section during the entire first year of monitoring and in the northern part of S4 throughout the study period. A strong CO<sub>2</sub> sink was obtained at all stations during the cold periods, while the system behaved as a weak source during the warm months.</p>
<p>The influence of Mediterranean Sea waters on the distribution of SSS was only observed to the east of GC at S5 through the northern section (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 7</xref>), where the values were maximum throughout the year (&#x223C;36.4&#x2013;36.7). The west-to-east surface circulation from the Northeast Atlantic is reflected in the SSS between ES (S1) and GC (S4): the observed values and seasonality were minimum in the westernmost part at S1 (&#x223C;36.3&#x2013;36.5) and slightly increased through the southern section between S2 and S4 (&#x223C;36.3&#x2013;36.6).</p>
<p>The NC<sub>T</sub> (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 7</xref>) decreases between February and September and increases between October and January. The seasonality of C<sub>T</sub> and NC<sub>T</sub> in ES (S1) (&#x223C;30 &#x03BC;mol kg<sup>&#x2013;1</sup>, between 2090 and 2120 &#x03BC;mol kg<sup>&#x2013;1</sup>) increased through the southern section (&#x223C;40 &#x03BC;mol kg<sup>&#x2013;1</sup>, between 2090 and 2130 &#x03BC;mol kg<sup>&#x2013;1</sup>) and decreased through the northern section (&#x223C;15 &#x03BC;mol kg<sup>&#x2013;1</sup>, between 2100 and 2115 &#x03BC;mol kg<sup>&#x2013;1</sup>) in CS (S2) and TN (S3). In GC at S4, the seasonality decreased in the southern section (&#x223C;30 &#x03BC;mol kg<sup>&#x2013;1</sup>, between 2093 and 2123 &#x03BC;mol kg<sup>&#x2013;1</sup>) and increased in the northern section (&#x223C;22 &#x03BC;mol kg<sup>&#x2013;1</sup>, between 2098 and 2120 &#x03BC;mol kg<sup>&#x2013;1</sup>). Considering the temporal distribution of Chlorophyll <italic>a</italic> (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 7</xref>), the seasonal change was reduced and the latitudinal differences increased toward the interior of the channel.</p>
</sec>
</sec>
<sec sec-type="discussion" id="S5">
<title>Discussion</title>
<sec id="S5.SS1">
<title>High-Resolution Study of the Spatio-Temporal Variability of the CO<sub>2</sub> System</title>
<p>The current study provides a high spatio-temporal resolution evaluation of the surface CO<sub>2</sub> distribution based on high-frequency underway measurements obtained during 2 entire years of observation (February 2019&#x2013;March 2021). More than 6000 data obtained during those 2 years is the same amount of data available in the SOCAT database for the last 20 years.</p>
<p>According with the high-resolution measurements carried out in this investigation, the seasonal changes in the CO<sub>2</sub> system and fluxes in the Strait of Gibraltar were controlled by the annual cycle of the Atlantic inflow and the position of the AMI. These processes has been shown to control other variables in the region (e.g., <xref ref-type="bibr" rid="B13">Bryden et al., 1994</xref>; <xref ref-type="bibr" rid="B10">Bray et al., 1995</xref>; <xref ref-type="bibr" rid="B38">G&#x00F3;mez et al., 2000</xref>; <xref ref-type="bibr" rid="B77">Skliris and Beckers, 2009</xref>). The shallower depth of the AMI favors the deep, cold and CO<sub>2</sub>-rich Mediterranean water injection into the upper layers (<xref ref-type="bibr" rid="B25">de la Paz et al., 2009</xref>). The AMI elevates toward the northeast throughout the year and reaches minimum depth during late winter (February&#x2013;March), coinciding with an observed decrease in SST (<xref ref-type="fig" rid="F2">Figure 2A</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 1</xref>) and increase in SSS and Chlorophyll <italic>a</italic> (<xref ref-type="fig" rid="F2">Figure 2B</xref> and <xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 2</xref>). The position of the AMI is also influenced by the tidal amplitude variation and internal wave generation (<xref ref-type="bibr" rid="B37">Gascard and Richez, 1985</xref>; <xref ref-type="bibr" rid="B39">G&#x00F3;mez et al., 2001</xref>), which favor intermittent vertical mixing events and increase the surface CO<sub>2</sub> during high tides (<xref ref-type="bibr" rid="B87">Wesson and Gregg, 1994</xref>; <xref ref-type="bibr" rid="B56">Macias et al., 2006</xref>) and especially during the most energetic spring tides (<xref ref-type="bibr" rid="B36">Garc&#x00ED;a-Lafuente et al., 2000</xref>).</p>
<p>The spatial variability of the CO<sub>2</sub> system during summer is also influenced by mixing processes driven by local climatology factors, as the wind-induced upwelling in the Gulf of C&#x00E1;diz, the Strait of Gibraltar and the Alboran Sea at local (e.g., <xref ref-type="bibr" rid="B62">Peliz et al., 2009</xref>; <xref ref-type="bibr" rid="B40">G&#x00F3;mez-Jakobsen et al., 2019</xref>; <xref ref-type="bibr" rid="B6">Bolado-Penagos et al., 2020</xref>) and regional scale (e.g., <xref ref-type="bibr" rid="B68">Richez and Kergomard, 1990</xref>; <xref ref-type="bibr" rid="B33">Folkard et al., 1997</xref>; <xref ref-type="bibr" rid="B78">Stanichny et al., 2005</xref>). The signal of the wind-induced upwelling during the warm months was observed in minimum values of SST around CS and between TN and GC (<xref ref-type="fig" rid="F2">Figure 2</xref>). The lowest <italic>f</italic>CO<sub>2,sw</sub> values obtained during summer along the southern section in the westernmost part are explained by the enhancement of the biological uptake in this area due to wind-induced upwelling events at this time of the year (<xref ref-type="bibr" rid="B78">Stanichny et al., 2005</xref>). The opposite occurs to the east of TN, where the wind-induced upwelling weakened and higher <italic>f</italic>CO<sub>2,sw</sub> were encountered along the southern route during summer (<xref ref-type="fig" rid="F2">Figure 2C</xref>). The influence of the physical variability in the seasonality of <italic>f</italic>CO<sub>2,sw</sub> in the area were described in term of a second degree function of SST in Eqs 12&#x2013;16. The spatio-temporal variability observed in the CO<sub>2</sub> system and fluxes and their causes is consistent with previous studies based on datasets obtained from oceanographic surveys at certain locations and times of the year (<xref ref-type="bibr" rid="B23">Dafner et al., 2001</xref>; <xref ref-type="bibr" rid="B72">Santana-Casiano et al., 2002</xref>; <xref ref-type="bibr" rid="B24">de la Paz et al., 2008</xref>, <xref ref-type="bibr" rid="B25">2009</xref>, <xref ref-type="bibr" rid="B26">2011</xref>; <xref ref-type="bibr" rid="B32">Flecha et al., 2019</xref>).</p>
<p>The seasonality of the <italic>f</italic>CO<sub>2,sw</sub> values obtained in this study agreed with that obtained from SOCAT data (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 5</xref>) and both followed SST fluctuations. A high coincidence was found in the annual cycle, with an average difference in <italic>f</italic>CO<sub>2,sw</sub> values between both databases of 6.94 &#x00B1; 16.93 &#x03BC;atm. The fitting of the CanOA-VOS data and the standard error of estimate in the northern and southern section (Eqs 14, 15) and in the entire region (Eq. 12) were slightly enhanced with respect to the SOCAT data (Eq. 13) due to the higher temporal resolution in the entire annual cycle. The combination of the CanOA-VOS and SOCAT data provided an Eq. 16 that can be used to estimate <italic>f</italic>CO<sub>2,sw</sub> in the surface waters of the Strait of Gibraltar. The <italic>f</italic>CO<sub>2,sw</sub> is increasing in the Strait of Gibraltar at a rate of 2.35 &#x00B1; 0.06 &#x03BC;atm year<sup>&#x2013;1</sup>, which is close to the Northeast Atlantic ESTOC site (1.92 &#x00B1; 0.24 &#x03BC;atm year<sup>&#x2013;1</sup>) and similar to the Irminger Sea site (2.37 &#x00B1; 0.49 &#x03BC;atm year<sup>&#x2013;1</sup>), where also vertical mixing processes contributed to the increased observed trend (<xref ref-type="bibr" rid="B4">Bates et al., 2014</xref>).</p>
</sec>
<sec id="S5.SS2">
<title>Thermal and Non-thermal Control Over the CO<sub>2</sub> System Variability</title>
<p>The coupling between thermal and non-thermal processes drives the seasonal variation of the CO<sub>2</sub> system throughout the region. These non-thermal processes are mainly biological production (including the organic matter production and remineralization) and physical processes that are strongly coupled affecting the <italic>f</italic>CO<sub>2</sub> distribution with both positive and negative effects (<xref ref-type="bibr" rid="B80">Takahashi et al., 1993</xref>). The T/B ratios (<xref ref-type="table" rid="T2">Table 2</xref>) show that <italic>f</italic>CO<sub>2,sw</sub> seasonality in the Strait of Gibraltar was mainly controlled by thermal processes in the entire region, coinciding with previous studies in the Strait of Gibraltar (<xref ref-type="bibr" rid="B25">de la Paz et al., 2009</xref>) and along the northwest African coast (<xref ref-type="bibr" rid="B22">Curbelo-Hern&#x00E1;ndez et al., 2021</xref>). However, the seasonality of <italic>f</italic>CO<sub>2,thermal</sub> and <italic>f</italic>CO<sub>2,non&#x2013;thermal</sub> (<xref ref-type="fig" rid="F3">Figure 3</xref>) and the T/B ratios obtained in the northern and the southern sections of each station show a high spatial variability in thermal and non-thermal coupling. The relevance of non-thermal processes in the temporal variation of <italic>f</italic>CO<sub>2,sw</sub> (<xref ref-type="fig" rid="F3">Figure 3</xref>) was greater along the southern section due to greater influence and intensity of upwelling throughout the African coast (<xref ref-type="bibr" rid="B78">Stanichny et al., 2005</xref>). The non-thermal effect was maximum and close to canceling the thermal effect to the south of CS, where the tidal dynamics is enhanced and vertical mixing processes are intense (<xref ref-type="bibr" rid="B30">Echevarr&#x00ED;a et al., 2002</xref>). The non-thermal effect decreased from S2 to S5 through the southern section and increased from S3 to S5 through the northern section, which is related to the high-intensity upwelling in the Northwest Alboran Sea and suppression of vertical mixing to the south (<xref ref-type="bibr" rid="B59">Minas et al., 1991</xref>; <xref ref-type="bibr" rid="B30">Echevarr&#x00ED;a et al., 2002</xref>; <xref ref-type="bibr" rid="B40">G&#x00F3;mez-Jakobsen et al., 2019</xref>).</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Ratios T/B and linear relationship of <italic>f</italic>CO<sub>2,sw</sub>-SST and NC<sub>T</sub>-<italic>f</italic>CO<sub>2,non&#x2013;thermal</sub> at the northern and southern part of the selected stations along the Strait of Gibraltar.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Station</td>
<td valign="top" align="center">Section</td>
<td valign="top" align="center">Ratio T/B</td>
<td valign="top" align="center"><italic>f</italic>CO<sub>2,sw</sub>-SST (&#x03BC; atm &#x00B0;C<sup>&#x2013;1</sup>)</td>
<td valign="top" align="center">NC<sub>T</sub>-<italic>f</italic>CO<sub>2,non&#x2013;thermal</sub> (&#x03BC; mol kg<sup>&#x2013;1</sup> &#x03BC; atm<sup>&#x2013;1</sup>)</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">S1</td>
<td/>
<td valign="top" align="center">1.85 &#x00B1; 0.12</td>
<td valign="top" align="center">8.50 &#x00B1; 1.41 (<italic>r</italic><sup>2</sup> = 0.78 and &#x03C1; = 0.88)</td>
<td valign="top" align="center">0.46 &#x00B1; 0.04 (<italic>r</italic><sup>2</sup> = 0.93 and &#x03C1; = 0.96)</td>
</tr>
<tr>
<td valign="top" align="left">S2</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">1.80 &#x00B1; 0.19</td>
<td valign="top" align="center">8.50 &#x00B1; 2.57 (<italic>r</italic><sup>2</sup> = 0.77 and &#x03C1; = 0.88)</td>
<td valign="top" align="center">0.46 &#x00B1; 0.06 (<italic>r</italic><sup>2</sup> = 0.95 and &#x03C1; = 0.97)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">S</td>
<td valign="top" align="center">1.09 &#x00B1; 0.17</td>
<td valign="top" align="center">2.94 &#x00B1; 2.43 (<italic>r</italic><sup>2</sup> = 0.16 and &#x03C1; = 0.40)</td>
<td valign="top" align="center">0.50 &#x00B1; 0.03 (<italic>r</italic><sup>2</sup> = 0.98 and &#x03C1; = 0.99)</td>
</tr>
<tr>
<td valign="top" align="left">S3</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">2.07 &#x00B1; 1.86</td>
<td valign="top" align="center">9.04 &#x00B1; 3.98 (<italic>r</italic><sup>2</sup> = 0.67 and &#x03C1; = 0.82)</td>
<td valign="top" align="center">0.48 &#x00B1; 0.12 (<italic>r</italic><sup>2</sup> = 0.87 and &#x03C1; = 0.93)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">S</td>
<td valign="top" align="center">1.17 &#x00B1; 0.11</td>
<td valign="top" align="center">3.78 &#x00B1; 2.36 (<italic>r</italic><sup>2</sup> = 0.28 and &#x03C1; = 0.53)</td>
<td valign="top" align="center">0.49 &#x00B1; 0.03 (<italic>r</italic><sup>2</sup> = 0.98 and &#x03C1; = 0.99)</td>
</tr>
<tr>
<td valign="top" align="left">S4</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">1.30 &#x00B1; 0.51</td>
<td valign="top" align="center">5.74 &#x00B1; 3.94 (<italic>r</italic><sup>2</sup> = 0.41 and &#x03C1; = 0.64)</td>
<td valign="top" align="center">0.50 &#x00B1; 0.10 (<italic>r</italic><sup>2</sup> = 0.89 and &#x03C1; = 0.94)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">S</td>
<td valign="top" align="center">1.19 &#x00B1; 0.07</td>
<td valign="top" align="center">5.42 &#x00B1; 2.14 (<italic>r</italic><sup>2</sup> = 0.41 and &#x03C1; = 0.64)</td>
<td valign="top" align="center">0.49 &#x00B1; 0.03 (<italic>r</italic><sup>2</sup> = 0.97 and &#x03C1; = 0.98)</td>
</tr>
<tr>
<td valign="top" align="left">S5</td>
<td valign="top" align="center">N</td>
<td valign="top" align="center">1.14 &#x00B1; 0.68</td>
<td valign="top" align="center">6.01 &#x00B1; 6.25 (<italic>r</italic><sup>2</sup> = 0.19 and &#x03C1; = 0.44)</td>
<td valign="top" align="center">0.52 &#x00B1; 0.10 (<italic>r</italic><sup>2</sup> = 0.89 and &#x03C1; = 0.94)</td>
</tr>
<tr>
<td/>
<td valign="top" align="center">S</td>
<td valign="top" align="center">1.88 &#x00B1; 1.35</td>
<td valign="top" align="center">9.03 &#x00B1; 4.64 (<italic>r</italic><sup>2</sup> = 0.65 and &#x03C1; = 0.81)</td>
<td valign="top" align="center">0.46 &#x00B1; 0.14 (<italic>r</italic><sup>2</sup> = 0.85 and &#x03C1; = 0.92)</td>
</tr>
</tbody>
</table></table-wrap>
<p>The influence of thermal processes on the temporal variation of <italic>f</italic>CO<sub>2,sw</sub> was also analyzed through the <italic>f</italic>CO<sub>2,sw</sub>-SST relationship (<xref ref-type="table" rid="T2">Table 2</xref>). The increase in <italic>f</italic>CO<sub>2,sw</sub> with temperature through the northern route (9.02 &#x00B1; 1.99 &#x03BC;atm &#x00B0;C<sup>&#x2013;1</sup>, <italic>r</italic><sup>2</sup> = 0.86, and &#x03C1; = 0.93) doubled that obtained through the southern route (4.51 &#x00B1; 1.66 &#x03BC;atm &#x00B0;C<sup>&#x2013;1</sup>, <italic>r</italic><sup>2</sup> = 0.48, and &#x03C1; = 0.69). Thus, the control of thermal processes was even higher in the northern section, while in the southern section the relevance of non-thermodynamic processes increased due to the enhancement of vertical mixing and biological activity (<xref ref-type="bibr" rid="B72">Santana-Casiano et al., 2002</xref>). The <italic>f</italic>CO<sub>2,sw</sub>-SST relationship is consistent with the T/B ratios obtained at each station (<xref ref-type="table" rid="T2">Table 2</xref>). The highest correlation and change of <italic>f</italic>CO<sub>2,sw</sub> with SST was obtained in the westernmost part at S1 and in the northern sections of S2 and S3 (&#x003E;8.5 &#x03BC;atm &#x00B0;C<sup>&#x2013;1</sup>, <italic>r</italic><sup>2</sup> &#x003E; 0.67, and &#x03C1; &#x003E; 0.82). In the southern sections of CS and TN, the change and correlation of <italic>f</italic>CO<sub>2,sw</sub>-SST was found to be minimal (<italic>r</italic><sup>2</sup> &#x003C; 0.28 and &#x03C1; &#x003C; 0.53).</p>
<p>The influence of non-thermal processes on the NC<sub>T</sub> change was studied through the relationship NC<sub>T</sub>-<italic>f</italic>CO<sub>2,non&#x2013;thermal</sub> (<xref ref-type="table" rid="T2">Table 2</xref>). The NC<sub>T</sub> increased with respect to <italic>f</italic>CO<sub>2,non&#x2013;thermal</sub> by 0.50 &#x00B1; 0.03 &#x03BC;mol kg<sup>&#x2013;1</sup> &#x03BC;atm<sup>&#x2013;1</sup> (<italic>r</italic><sup>2</sup> &#x003E; 0.92 and &#x03C1; &#x003E; 0.96) throughout the region, but decreased with respect to <italic>f</italic>CO<sub>2,thermal</sub> by 0.22 &#x00B1; 0.06 (<italic>r</italic><sup>2</sup> = 0.82 and &#x03C1; = &#x2212;0.91) and 0.34 &#x00B1; 0.06 (<italic>r</italic><sup>2</sup> = 0.83 and &#x03C1; = &#x2212;0.91) &#x03BC;mol kg<sup>&#x2013;1</sup> &#x03BC;atm<sup>&#x2013;1</sup> through the northern and southern routes, respectively. The NC<sub>T</sub> showed a direct relationship and correlated with <italic>f</italic>CO<sub>2,non&#x2013;thermal</sub> (between 0.46 and 0.52 &#x03BC;mol kg<sup>&#x2013;1</sup> &#x03BC;atm<sup>&#x2013;1</sup>; <italic>r</italic><sup>2</sup> &#x003E; 0.85 and &#x03C1; &#x003E; 0.92) at all stations. Hence, the NC<sub>T</sub> variation was mainly driven by non-thermal processes (<xref ref-type="bibr" rid="B72">Santana-Casiano et al., 2002</xref>; <xref ref-type="bibr" rid="B24">de la Paz et al., 2008</xref>, <xref ref-type="bibr" rid="B25">2009</xref>).</p>
</sec>
<sec id="S5.SS3">
<title>Seasonal Variability of NC<sub>T</sub> and Relative Influence of Air-Sea Exchange, Biological Activity, Horizontal Transport, and Vertical Mixing</title>
<p>The annual cycle of C<sub>T</sub> was studied at each of the selected stations by considering its temporal change between consecutive months. The C<sub>T</sub> was normalized to a constant salinity of 36.4 to remove the effect of precipitation and evaporation and study the other non-conservative processes involved in the surface variation of C<sub>T</sub> (i.e., primary production, oxidation of organic matter, precipitation/dissolution of CaCO<sub>3</sub>, air-sea CO<sub>2</sub> fluxes, and physical processes) (e.g., <xref ref-type="bibr" rid="B21">Chen and Pytkowicz, 1979</xref>; <xref ref-type="bibr" rid="B80">Takahashi et al., 1993</xref>; <xref ref-type="bibr" rid="B85">Wanninkhof and Feely, 1998</xref>; <xref ref-type="bibr" rid="B53">Lee et al., 2000</xref>).</p>
<p>The results allow to establish the relative contribution of biological activity, air-sea exchange, horizontal transport, and vertical mixing (Eq. 8) on the increase and depletion of NC<sub>T</sub> in surface waters (<xref ref-type="fig" rid="F4">Figure 4</xref> and <xref ref-type="table" rid="T3">Table 3</xref>). The greatest seasonal changes of NC<sub>T</sub> were found at S1 and throughout the southern section, especially at S2 and S3 (<xref ref-type="table" rid="T3">Table 3</xref>). A high spatial variability was found in the seasonality of NC<sub>T</sub>. The depletion of NC<sub>T</sub> in the southwestern part occurred from February&#x2013;March to September, while it was difficult to establish a seasonal pattern through the northern section and in the easternmost part due to the high variability of the surface inflow in the tidal time-scale (<xref ref-type="bibr" rid="B25">de la Paz et al., 2009</xref>).</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption><p>Monthly change in NC<sub>T</sub> (&#x0394;NC<sub>T</sub>/dt; black) and relative contribution of net community production (&#x0394;NC<sub>T</sub>/dt| <sub><italic>NCP</italic></sub>; green), air-sea exchange (&#x0394;NC<sub>T</sub>/dt| <sub><italic>EX</italic></sub>; blue), horizontal transport (&#x0394;NC<sub>T</sub>/dt| <sub><italic>TRSP</italic></sub>; purple), and vertical mixing (&#x0394;NC<sub>T</sub>/dt| <sub><italic>MIX</italic></sub>; orange) in an entire annual cycle. The temporal variation of NC<sub>T</sub> was evaluated in S1 <bold>(A)</bold> and in the northernmost and southernmost part of S2 <bold>(B)</bold>, S3 <bold>(C)</bold>, S4 <bold>(D)</bold>, and S5 <bold>(E)</bold>. The net contribution of each term in the increase and depletion of NC<sub>T</sub> is shown in <xref ref-type="table" rid="T4">Table 4</xref>.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-745304-g004.tif"/>
</fig>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Seasonal change of NC<sub>T</sub> (&#x0394;NC<sub>T</sub>/dt) and net contribution of the net community production (&#x0394;NC<sub>T</sub>/dt| <sub><italic>NCP</italic></sub>; green), air-sea exchange (&#x0394;NC<sub>T</sub>/dt| <sub><italic>EX</italic></sub>; blue), horizontal transport (&#x0394;NC<sub>T</sub>/dt| <sub><italic>TRSP</italic></sub>; purple), and vertical mixing (&#x0394;NC<sub>T</sub>/dt| <sub><italic>MIX</italic></sub>; orange) in the increase and depletion of NC<sub>T</sub> at stations S1&#x2013;S5.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td/>
<td valign="top" align="center">S1</td>
<td valign="top" align="center" colspan="2">S2<hr/></td>
<td valign="top" align="center" colspan="2">S3<hr/></td>
<td valign="top" align="center" colspan="2">S4<hr/></td>
<td valign="top" align="center" colspan="2">S5<hr/></td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="center">North</td>
<td valign="top" align="center">South</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">South</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">South</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">South</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">TOTAL</td>
<td/>
<td valign="top" align="center">27.55</td>
<td valign="top" align="center">16.93</td>
<td valign="top" align="center">42.65</td>
<td valign="top" align="center">17.24</td>
<td valign="top" align="center">45.44</td>
<td valign="top" align="center">26.36</td>
<td valign="top" align="center">32.50</td>
<td valign="top" align="center">23.38</td>
<td valign="top" align="center">28.96</td>
</tr>
<tr>
<td valign="top" align="left">NCP</td>
<td valign="top" align="left">Increase</td>
<td valign="top" align="center">15.95</td>
<td valign="top" align="center">1.78</td>
<td valign="top" align="center">34.90</td>
<td valign="top" align="center">18.19</td>
<td valign="top" align="center">44.70</td>
<td valign="top" align="center">34.27</td>
<td valign="top" align="center">22.19</td>
<td valign="top" align="center">28.50</td>
<td valign="top" align="center">49.01</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Depletion</td>
<td valign="top" align="center">&#x2212;16.43</td>
<td valign="top" align="center">0.07</td>
<td valign="top" align="center">&#x2212;35.79</td>
<td valign="top" align="center">&#x2212;21.60</td>
<td valign="top" align="center">&#x2212;42.84</td>
<td valign="top" align="center">&#x2212;32.79</td>
<td valign="top" align="center">&#x2212;19.94</td>
<td valign="top" align="center">&#x2212;28.50</td>
<td valign="top" align="center">&#x2212;46.15</td>
</tr>
<tr>
<td valign="top" align="left">EX</td>
<td valign="top" align="left">Increase</td>
<td valign="top" align="center">9.90</td>
<td valign="top" align="center">11.57</td>
<td valign="top" align="center">5.06</td>
<td valign="top" align="center">0.16</td>
<td valign="top" align="center">5.96</td>
<td valign="top" align="center">&#x2212;8.85</td>
<td valign="top" align="center">8.58</td>
<td valign="top" align="center">&#x2212;3.90</td>
<td valign="top" align="center">&#x2212;19.99</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Depletion</td>
<td valign="top" align="center">&#x2212;9.64</td>
<td valign="top" align="center">&#x2212;10.63</td>
<td valign="top" align="center">&#x2212;5.06</td>
<td valign="top" align="center">5.45</td>
<td valign="top" align="center">&#x2212;5.96</td>
<td valign="top" align="center">8.85</td>
<td valign="top" align="center">&#x2212;8.37</td>
<td valign="top" align="center">2.87</td>
<td valign="top" align="center">20.03</td>
</tr>
<tr>
<td valign="top" align="left">TRSP</td>
<td valign="top" align="left">Increase</td>
<td valign="top" align="center">0.10</td>
<td valign="top" align="center">&#x2212;2.63</td>
<td valign="top" align="center">&#x2212;0.23</td>
<td valign="top" align="center">&#x2212;0.76</td>
<td valign="top" align="center">&#x2212;1.09</td>
<td valign="top" align="center">&#x2212;2.21</td>
<td valign="top" align="center">&#x2212;1.62</td>
<td valign="top" align="center">&#x2212;1.22</td>
<td valign="top" align="center">&#x2212;0.06</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Depletion</td>
<td valign="top" align="center">0.10</td>
<td valign="top" align="center">&#x2212;1.36</td>
<td valign="top" align="center">&#x2212;0.22</td>
<td valign="top" align="center">&#x2212;2.51</td>
<td valign="top" align="center">&#x2212;0.37</td>
<td valign="top" align="center">0.69</td>
<td valign="top" align="center">&#x2212;0.43</td>
<td valign="top" align="center">2.25</td>
<td valign="top" align="center">&#x2212;2.84</td>
</tr>
<tr>
<td valign="top" align="left">MIX</td>
<td valign="top" align="left">Increase</td>
<td valign="top" align="center">1.60</td>
<td valign="top" align="center">6.21</td>
<td valign="top" align="center">2.93</td>
<td valign="top" align="center">&#x2212;0.35</td>
<td valign="top" align="center">&#x2212;4.12</td>
<td valign="top" align="center">3.15</td>
<td valign="top" align="center">3.35</td>
<td valign="top" align="center">&#x2212;0.01</td>
<td valign="top" align="center">&#x2212;0.83</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Depletion</td>
<td valign="top" align="center">&#x2212;1.57</td>
<td valign="top" align="center">&#x2212;5.02</td>
<td valign="top" align="center">&#x2212;1.58</td>
<td valign="top" align="center">1.32</td>
<td valign="top" align="center">3.72</td>
<td valign="top" align="center">&#x2212;3.11</td>
<td valign="top" align="center">&#x2212;3.77</td>
<td valign="top" align="center">&#x2212;0.07</td>
<td valign="top" align="center">0.86</td>
</tr>
</tbody>
</table></table-wrap>
<p>The seasonal change of NC<sub>T</sub> was controlled by NCP processes at most of the stations except in the northern part at S2 (0.4&#x2013;10.6%; <xref ref-type="fig" rid="F4">Figure 4B</xref>), where the air-sea exchange and vertical mixing dominated (62.7&#x2013;68.4 and 29.7&#x2013;36.7%, respectively) and horizontal transport influenced (8.0&#x2013;15.6%). It is related to the generation of internal bores at CS (<xref ref-type="bibr" rid="B9">Boyce, 1975</xref>; <xref ref-type="bibr" rid="B3">Armi and Farmer, 1988</xref>; <xref ref-type="bibr" rid="B12">Bruno et al., 2002</xref>) and the minimum intensity of the wind-induced upwelling toward the northwest of the channel (<xref ref-type="bibr" rid="B62">Peliz et al., 2009</xref>). The biological effect was especially significant along the African coastal upwelling (<xref ref-type="bibr" rid="B78">Stanichny et al., 2005</xref>) in the southern part of S2 (81.8&#x2013;83.9%) and S3 (94.2&#x2013;98.4%). The upwelling effect in the Northwest Alboran Sea (<xref ref-type="bibr" rid="B59">Minas et al., 1991</xref>; <xref ref-type="bibr" rid="B30">Echevarr&#x00ED;a et al., 2002</xref>; <xref ref-type="bibr" rid="B40">G&#x00F3;mez-Jakobsen et al., 2019</xref>) was detected at the easternmost stations (<xref ref-type="fig" rid="F4">Figures 4D,E</xref>). The change in NC<sub>T</sub> explained by NCP exceeded the total change of NC<sub>T</sub> by 24.4&#x2013;30.0 and 21.9&#x2013;69.3% in the northern part at S4 and S5, respectively. The biological effect in these locations was counteracted by the contribution of air-sea exchange (12.3&#x2013;33.6% in the northern part at S4 and S5 and 69.04&#x2013;69.2% in the southern part at S5) and the influence of vertical mixing and horizontal transport (&#x003C;12 and &#x003C;10%, respectively). The contribution of NCP is strongly linked to the vertical mixing processes in this region, which inject deeper and remineralized CO<sub>2</sub>-rich water in surface layers. Positive contributions of vertical mixing indicated that the NC<sub>T</sub> increase in the surface layer due to the deep-water injection, while negative values indicate that the concentration of NC<sub>T</sub> on the surface is higher than in depths layers due to a minimal biological production on the surface. In some periods, the amount of injected CO<sub>2</sub> to the surface is not counterbalanced by primary production and positive values contributed to the observed monthly variability. Accordingly, the seasonal and spatial variation of the AMI and the deep water injection processes in the surface layers drove by the wind (wind-induced upwelling) through the southernmost part and by tides (tidal-induced upwelling) through the northernmost part could account for the observed positive and negative contributions of both NCP and vertical mixing. The contribution of vertical mixing was especially significant in certain locations due to the advection of C<sub>T</sub> in upper layers toward the east of CS during tidal-induced upwelling events (<xref ref-type="bibr" rid="B24">de la Paz et al., 2008</xref>). The diffusion processes of C<sub>T</sub> through the pycnocline increased its surface concentration by an average of 3.55 &#x00B1; 2.69 mmol m<sup>&#x2013;3</sup> during the entire annual cycle throughout the region. The vertical entrainment increased the surface C<sub>T</sub> by an average of 0.58 &#x00B1; 0.52 mmol m<sup>&#x2013;3</sup> between August and January and was canceled between February and July due to the elevation of the mixed layer and subsequent increase in stratification. About 5.7&#x2013;5.8% of the seasonal change in NC<sub>T</sub> at S1 (<xref ref-type="fig" rid="F4">Figure 4C</xref>) was explained by vertical mixing processes. The vertical mixing inversely affected the change of NC<sub>T</sub> at S3 and S5. During the periods of increase in NC<sub>T</sub>, between 0.02 and 9.10% of the NC<sub>T</sub> was removed from the surface by vertical mixing processes, while during periods of depletion, between 2.90 and 8.20% of the surface NC<sub>T</sub> was injected from deep waters. The contribution of vertical transport was maximum in the northern part of S2 (&#x223C;29.7&#x2013;36.7%) and at S4 (&#x223C;10.3&#x2013;11.9%) (<xref ref-type="fig" rid="F4">Figures 4B,D</xref>) due to the effect of internal waves in CS (<xref ref-type="bibr" rid="B12">Bruno et al., 2002</xref>; <xref ref-type="bibr" rid="B56">Macias et al., 2006</xref>) and the elevation of the pycnocline in the most Mediterranean part (<xref ref-type="bibr" rid="B30">Echevarr&#x00ED;a et al., 2002</xref>). The influence of the seasonality of the wind-induced upwelling on the change of NC<sub>T</sub> by vertical mixing was detected in S2, where a difference of 1.34 mmol m<sup>&#x2013;3</sup> between increase and depletion periods was found.</p>
<p>The horizontal transport in the west-to-east direction decreased the surface NC<sub>T</sub> (0.8&#x2013;15.6%) in the entire annual cycle due to the lower A<sub>T</sub> and C<sub>T</sub> content of the Atlantic inflow compared to the Mediterranean outflow (<xref ref-type="bibr" rid="B24">de la Paz et al., 2008</xref>). An increase in NC<sub>T</sub> by horizontal transport was only observed at S1 (0.4%) and in the northern part of S4 (2.6%) and S5 (9.6%).</p>
<p>The average seasonal change of NC<sub>T</sub> for all selected locations across the Strait of Gibraltar was 29.0 &#x00B1; 9.96 mmol m<sup>&#x2013;3</sup>. Biological processes controlled the seasonal change of surface NC<sub>T</sub> (93.5&#x2013;95.6%), increasing its concentration by 27.72 mmol m<sup>&#x2013;3</sup> in periods of higher remineralization influence and decreasing it by 27.11 mmol m<sup>&#x2013;3</sup> when production was the controlling process. The contribution of air-sea CO<sub>2</sub> exchange (0.9&#x2013;3.3%) was higher during the increasing periods due to the strong behavior as a sink of the channel (0.94 and 0.27 mmol m<sup>&#x2013;3</sup> during the increase and depletion periods, respectively). Vertical mixing increased the NC<sub>T</sub> by 1.32 mmol m<sup>&#x2013;3</sup> and decreased it by 1.02 mmol m<sup>&#x2013;3</sup>, with a total contribution of 4.1%. Finally, the effect of horizontal transport was minimal (&#x003C;2.8%) and decreased the NC<sub>T</sub> by 1.08 and 0.52 mmol m<sup>&#x2013;3</sup> in both total increase and depletion periods, respectively.</p>
</sec>
<sec id="S5.SS4">
<title>CO<sub>2</sub> Fluxes in the Strait of Gibraltar</title>
<p>The temporal distribution of FCO<sub>2</sub> calculated from observed and computed data allowed the characterization of the air-sea CO<sub>2</sub> exchange in the Strait of Gibraltar throughout the study period. The monthly average FCO<sub>2</sub> values (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 8</xref>) proved the strong behavior of the region as a CO<sub>2</sub> sink from November to July and as a weak source between August and October. This seasonal pattern is consistent with previous studies in the Strait of Gibraltar (<xref ref-type="bibr" rid="B25">de la Paz et al., 2009</xref>, <xref ref-type="bibr" rid="B26">2011</xref>) and along the coastal to open-ocean transitional area of the Northeast Atlantic (<xref ref-type="bibr" rid="B22">Curbelo-Hern&#x00E1;ndez et al., 2021</xref>). In the northern section, the CO<sub>2</sub> sink behavior remained throughout the first year of observation (February 2019&#x2013;February 2020) even in the warm months, while a late-summer CO<sub>2</sub> source behavior was found in the second year of observation (March 2020&#x2013;March 2021). In contrast, the southern section behaved as a late-summer CO<sub>2</sub> source in both entire years considered.</p>
<p>The FCO<sub>2</sub> values show a direct relationship with &#x0394;<italic>f</italic>CO<sub>2</sub> in both the northern and the southern sections [0.11 (<italic>r</italic><sup>2</sup> = 0.87 and &#x03C1; = 0.93) and 0.14 (<italic>r</italic><sup>2</sup> = 0.72 and &#x03C1; = 0.84) mmol m<sup>&#x2013;2</sup> d<sup>&#x2013;1</sup> &#x03BC;atm<sup>&#x2013;1</sup>, respectively]. Despite the important role of the wind speed and direction controlling the seasonal and spatial distribution and intensity of upwelling events across coastal areas in the Strait of Gibraltar (<xref ref-type="bibr" rid="B78">Stanichny et al., 2005</xref>), its short-term variability is not significant on an annual time scale in this region (<xref ref-type="bibr" rid="B26">de la Paz et al., 2011</xref>) and specially along the northern section. The difference between the averages FCO<sub>2</sub> calculated with satellite and measured wind speed data was 0.14 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>. The changes in wind speed influence the intensity of CO<sub>2</sub> exchange between low atmosphere and surface ocean and could modified the physical properties of the upper layers, but do not determine the formation of CO<sub>2</sub> source/sink. Northeasterly winds bring on the deep-water injection in upper layers and subsequent cooling of the surface seawater in the southwest area, favoring the solubility of atmospheric CO<sub>2</sub>. Accordingly, a more intense annual CO<sub>2</sub> sink was found in this area compared to the northwest area (<xref ref-type="fig" rid="F5">Figure 5</xref>). The assessment of the spatio-temporal changes of FCO<sub>2</sub> in this study show that the formation of the seasonal CO<sub>2</sub> sink and source is controlled by the &#x0394;<italic>f</italic>CO<sub>2</sub> variations influenced by changes in the physical properties of the surface ocean, which were driven by the local climatology and the unique hydrology of the channel (<xref ref-type="supplementary-material" rid="DS1">Supplementary Figure 8</xref>). Therefore, Eq. 16 which provides <italic>f</italic>CO<sub>2,sw</sub> data for the area using SST as unknown variable (available from satellite data) together with satellite winds, can be used to estimate long term CO<sub>2</sub> fluxes in the Strait of Gibraltar.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption><p>Annual average of FCO<sub>2</sub> and &#x0394;<italic>f</italic>CO<sub>2</sub> every 0.05&#x00B0; longitude calculated along the northern and southern sections and in the entire region.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fmars-08-745304-g005.tif"/>
</fig>
<p>The annual negative values of FCO<sub>2</sub> obtained along both the northern and the southern section show that the Strait of Gibraltar behaved as a net CO<sub>2</sub> sink (<xref ref-type="fig" rid="F5">Figure 5</xref>). The annual average FCO<sub>2</sub>, &#x0394;<italic>f</italic>CO<sub>2</sub>, and wind speed were calculated at all the selected stations, along the northern and southern sections and in the entire region (<xref ref-type="table" rid="T4">Table 4</xref>). The average ingassing was found to be maximum in the eastern area (<xref ref-type="fig" rid="F5">Figure 5</xref>). The total annual FCO<sub>2</sub> in most of the Northeast Atlantic and Mediterranean Sea parts of the channel was &#x2212;1.02 and &#x2212;1.30 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>, respectively, which is related with lower SST values observed throughout the year and the enhancement of the biological uptake toward the northeastern part of the channel (<xref ref-type="bibr" rid="B30">Echevarr&#x00ED;a et al., 2002</xref>) that increased the &#x0394;<italic>f</italic>CO<sub>2</sub>.</p>
<table-wrap position="float" id="T4">
<label>TABLE 4</label>
<caption><p>Annual average FCO<sub>2</sub>, &#x0394;<italic>f</italic>CO<sub>2</sub>, and wind speed obtained during the first and second year of observation (February 2019&#x2013;February 2020 and March 2020&#x2013;March 2021, respectively) and throughout the study period at stations S1&#x2013;S5, along the northern and southern sections and in the entire region.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left"></td>
<td/>
<td/>
<td valign="top" align="center" colspan="2">February 2019&#x2013;February 2020<hr/></td>
<td valign="top" align="center" colspan="2">March 2020&#x2013;March 2021<hr/></td>
<td valign="top" align="center" colspan="2">February 2019&#x2013;March 2021<hr/></td>
</tr>
<tr>
<td/>
<td/>
<td/>
<td valign="top" align="left">Mean</td>
<td valign="top" align="center">Standard deviation</td>
<td valign="top" align="center">Mean</td>
<td valign="top" align="center">Standard deviation</td>
<td valign="top" align="center">Mean</td>
<td valign="top" align="center">Standard deviation</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">FCO<sub>2</sub> (mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>)</td>
<td valign="top" align="left">S1</td>
<td/>
<td valign="top" align="left">&#x2212;0.90</td>
<td valign="top" align="center">0.93</td>
<td valign="top" align="center">&#x2212;0.81</td>
<td valign="top" align="center">1.12</td>
<td valign="top" align="center">&#x2212;0.86</td>
<td valign="top" align="center">1.03</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S2</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">&#x2212;1.03</td>
<td valign="top" align="center">0.66</td>
<td valign="top" align="center">&#x2212;0.89</td>
<td valign="top" align="center">0.92</td>
<td valign="top" align="center">&#x2212;0.96</td>
<td valign="top" align="center">0.80</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">&#x2212;0.87</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">&#x2212;0.69</td>
<td valign="top" align="center">1.02</td>
<td valign="top" align="center">&#x2212;0.78</td>
<td valign="top" align="center">0.91</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S3</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">&#x2212;1.12</td>
<td valign="top" align="center">0.64</td>
<td valign="top" align="center">&#x2212;0.93</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">&#x2212;1.03</td>
<td valign="top" align="center">0.79</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">&#x2212;0.95</td>
<td valign="top" align="center">0.60</td>
<td valign="top" align="center">&#x2212;0.78</td>
<td valign="top" align="center">1.00</td>
<td valign="top" align="center">&#x2212;0.87</td>
<td valign="top" align="center">0.83</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S4</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">&#x2212;1.48</td>
<td valign="top" align="center">0.51</td>
<td valign="top" align="center">&#x2212;1.02</td>
<td valign="top" align="center">0.68</td>
<td valign="top" align="center">&#x2212;1.25</td>
<td valign="top" align="center">0.65</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">&#x2212;1.11</td>
<td valign="top" align="center">0.75</td>
<td valign="top" align="center">&#x2212;0.83</td>
<td valign="top" align="center">0.96</td>
<td valign="top" align="center">&#x2212;0.97</td>
<td valign="top" align="center">0.87</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S5</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">&#x2212;1.59</td>
<td valign="top" align="center">0.33</td>
<td valign="top" align="center">&#x2212;0.71</td>
<td valign="top" align="center">0.67</td>
<td valign="top" align="center">&#x2212;1.15</td>
<td valign="top" align="center">0.69</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">&#x2212;1.16</td>
<td valign="top" align="center">0.57</td>
<td valign="top" align="center">&#x2212;1.03</td>
<td valign="top" align="center">0.86</td>
<td valign="top" align="center">&#x2212;1.10</td>
<td valign="top" align="center">0.73</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Section</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">&#x2212;1.03</td>
<td valign="top" align="center">0.69</td>
<td valign="top" align="center">&#x2212;0.66</td>
<td valign="top" align="center">0.81</td>
<td valign="top" align="center">&#x2212;0.82</td>
<td valign="top" align="center">0.78</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">&#x2212;0.89</td>
<td valign="top" align="center">0.85</td>
<td valign="top" align="center">&#x2212;1.12</td>
<td valign="top" align="center">1.15</td>
<td valign="top" align="center">&#x2212;1.01</td>
<td valign="top" align="center">1.02</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Entire region</td>
<td/>
<td valign="top" align="left">&#x2212;1.03</td>
<td valign="top" align="center">0.87</td>
<td valign="top" align="center">&#x2212;0.93</td>
<td valign="top" align="center">1.01</td>
<td valign="top" align="center">&#x2212;0.98</td>
<td valign="top" align="center">0.94</td>
</tr>
<tr>
<td valign="top" align="left">&#x0394;<italic>f</italic>CO<sub>2</sub> (&#x03BC;atm)</td>
<td valign="top" align="left">S1</td>
<td/>
<td valign="top" align="left">&#x2212;15.80</td>
<td valign="top" align="center">16.82</td>
<td valign="top" align="center">&#x2212;14.72</td>
<td valign="top" align="center">22.27</td>
<td valign="top" align="center">&#x2212;15.25</td>
<td valign="top" align="center">19.74</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S2</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">&#x2212;19.98</td>
<td valign="top" align="center">9.55</td>
<td valign="top" align="center">&#x2212;19.28</td>
<td valign="top" align="center">21.03</td>
<td valign="top" align="center">&#x2212;19.63</td>
<td valign="top" align="center">16.34</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">&#x2212;16.76</td>
<td valign="top" align="center">13.40</td>
<td valign="top" align="center">&#x2212;14.31</td>
<td valign="top" align="center">21.12</td>
<td valign="top" align="center">&#x2212;15.53</td>
<td valign="top" align="center">17.73</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S3</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">&#x2212;21.66</td>
<td valign="top" align="center">9.43</td>
<td valign="top" align="center">&#x2212;21.58</td>
<td valign="top" align="center">20.83</td>
<td valign="top" align="center">&#x2212;21.62</td>
<td valign="top" align="center">16.17</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">&#x2212;18.86</td>
<td valign="top" align="center">8.67</td>
<td valign="top" align="center">&#x2212;15.11</td>
<td valign="top" align="center">20.86</td>
<td valign="top" align="center">&#x2212;16.98</td>
<td valign="top" align="center">16.09</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S4</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">&#x2212;27.31</td>
<td valign="top" align="center">6.37</td>
<td valign="top" align="center">&#x2212;25.61</td>
<td valign="top" align="center">17.14</td>
<td valign="top" align="center">&#x2212;26.46</td>
<td valign="top" align="center">12.96</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">&#x2212;21.44</td>
<td valign="top" align="center">9.28</td>
<td valign="top" align="center">&#x2212;19.24</td>
<td valign="top" align="center">22.02</td>
<td valign="top" align="center">&#x2212;20.34</td>
<td valign="top" align="center">16.94</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S5</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">&#x2212;34.57</td>
<td valign="top" align="center">9.41</td>
<td valign="top" align="center">&#x2212;25.82</td>
<td valign="top" align="center">22.05</td>
<td valign="top" align="center">&#x2212;30.19</td>
<td valign="top" align="center">17.51</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">&#x2212;21.57</td>
<td valign="top" align="center">8.11</td>
<td valign="top" align="center">&#x2212;23.58</td>
<td valign="top" align="center">18.84</td>
<td valign="top" align="center">&#x2212;22.58</td>
<td valign="top" align="center">14.54</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Section</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">&#x2212;34.42</td>
<td valign="top" align="center">23.22</td>
<td valign="top" align="center">&#x2212;22.10</td>
<td valign="top" align="center">22.02</td>
<td valign="top" align="center">&#x2212;28.24</td>
<td valign="top" align="center">23.44</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">&#x2212;15.80</td>
<td valign="top" align="center">13.96</td>
<td valign="top" align="center">&#x2212;14.60</td>
<td valign="top" align="center">19.44</td>
<td valign="top" align="center">&#x2212;15.20</td>
<td valign="top" align="center">16.93</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Entire region</td>
<td/>
<td valign="top" align="left">&#x2212;18.39</td>
<td valign="top" align="center">13.30</td>
<td valign="top" align="center">&#x2212;18.29</td>
<td valign="top" align="center">20.78</td>
<td valign="top" align="center">&#x2212;18.34</td>
<td valign="top" align="center">17.44</td>
</tr>
<tr>
<td valign="top" align="left">Wind speed (m s<sup>&#x2013;1</sup>)</td>
<td valign="top" align="left">S1</td>
<td/>
<td valign="top" align="left">8.15</td>
<td valign="top" align="center">1.31</td>
<td valign="top" align="center">8.47</td>
<td valign="top" align="center">1.17</td>
<td valign="top" align="center">8.31</td>
<td valign="top" align="center">1.25</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S2</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">8.06</td>
<td valign="top" align="center">1.16</td>
<td valign="top" align="center">8.06</td>
<td valign="top" align="center">1.13</td>
<td valign="top" align="center">8.06</td>
<td valign="top" align="center">1.14</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">8.25</td>
<td valign="top" align="center">1.27</td>
<td valign="top" align="center">8.23</td>
<td valign="top" align="center">1.22</td>
<td valign="top" align="center">8.24</td>
<td valign="top" align="center">1.24</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S3</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">8.05</td>
<td valign="top" align="center">1.06</td>
<td valign="top" align="center">7.87</td>
<td valign="top" align="center">1.30</td>
<td valign="top" align="center">7.96</td>
<td valign="top" align="center">1.19</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">8.09</td>
<td valign="top" align="center">1.25</td>
<td valign="top" align="center">8.32</td>
<td valign="top" align="center">0.73</td>
<td valign="top" align="center">8.20</td>
<td valign="top" align="center">1.03</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S4</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">8.52</td>
<td valign="top" align="center">0.78</td>
<td valign="top" align="center">7.70</td>
<td valign="top" align="center">1.43</td>
<td valign="top" align="center">8.11</td>
<td valign="top" align="center">1.22</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">7.86</td>
<td valign="top" align="center">1.36</td>
<td valign="top" align="center">7.92</td>
<td valign="top" align="center">1.34</td>
<td valign="top" align="center">7.89</td>
<td valign="top" align="center">1.35</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">S5</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">8.14</td>
<td valign="top" align="center">1.20</td>
<td valign="top" align="center">6.83</td>
<td valign="top" align="center">1.68</td>
<td valign="top" align="center">7.48</td>
<td valign="top" align="center">1.60</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">8.41</td>
<td valign="top" align="center">0.95</td>
<td valign="top" align="center">7.88</td>
<td valign="top" align="center">1.46</td>
<td valign="top" align="center">8.15</td>
<td valign="top" align="center">1.26</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Section</td>
<td valign="top" align="center">North</td>
<td valign="top" align="center">8.25</td>
<td valign="top" align="center">1.40</td>
<td valign="top" align="center">6.97</td>
<td valign="top" align="center">0.90</td>
<td valign="top" align="center">7.61</td>
<td valign="top" align="center">1.34</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="center">South</td>
<td valign="top" align="center">8.08</td>
<td valign="top" align="center">1.72</td>
<td valign="top" align="center">9.33</td>
<td valign="top" align="center">1.88</td>
<td valign="top" align="center">8.71</td>
<td valign="top" align="center">1.91</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Entire region</td>
<td/>
<td valign="top" align="left">8.27</td>
<td valign="top" align="center">1.48</td>
<td valign="top" align="center">8.32</td>
<td valign="top" align="center">1.53</td>
<td valign="top" align="center">8.29</td>
<td valign="top" align="center">1.50</td>
</tr>
</tbody>
</table></table-wrap>
<p>The net CO<sub>2</sub> sink obtained in this study between 2019 and 2021 for the entire region was &#x2212;0.98 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>, which falls in the range of the first annual FCO<sub>2</sub> provided by <xref ref-type="bibr" rid="B72">Santana-Casiano et al. (2002)</xref> (&#x2212;2.5 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>) and the annual FCO<sub>2</sub> reported in most recent studies of <xref ref-type="bibr" rid="B25">de la Paz et al. (2009)</xref> (&#x2212;0.28 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>) and <xref ref-type="bibr" rid="B26">de la Paz et al. (2011)</xref> (&#x2212;0.02 &#x00B1; 0.13 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>). The annual FCO<sub>2</sub> was calculated in these studies from limited datasets and using the parameterization of <xref ref-type="bibr" rid="B83">Wanninkhof (1992)</xref> (W92). When applying this parameterization to the data collected, an annual value of FCO<sub>2</sub> of &#x2212;1.21 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup> was obtained. This average ingassing is more than two times higher than the values reported with W92 for the Gulf of Cadiz (&#x2212;0.4 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>; <xref ref-type="bibr" rid="B8">Borges et al., 2006</xref>) and for the Northwest African Atlantic coast (&#x2212;0.59 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>, using W92; <xref ref-type="bibr" rid="B22">Curbelo-Hern&#x00E1;ndez et al., 2021</xref>). However, it falls within the annual FCO<sub>2</sub> estimated by <xref ref-type="bibr" rid="B20">Chen et al. (2013)</xref> for the Northeast Atlantic (&#x2212;1.04 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>) and for the Iberian upwelling (&#x2212;1.33 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>). The net CO<sub>2</sub> sink reported in this study is consistent with that obtained from SOCAT data referenced to 2019 (&#x2212;0.97 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>; using W92).</p>
<p>The net FCO<sub>2</sub> for the entire area (1650 km<sup>2</sup>) was &#x2212;7.12 Gg CO<sub>2</sub> year<sup>&#x2013;1</sup> (1 Gg = 10<sup>9</sup> g) (&#x2212;1.94 Gg C year<sup>&#x2013;1</sup>). This result is in agreement with previous studies of the behavior of the coastal regions and continental shelves as a net CO<sub>2</sub> sink (e.g., <xref ref-type="bibr" rid="B8">Borges et al., 2006</xref>, <xref ref-type="bibr" rid="B7">2005</xref>; <xref ref-type="bibr" rid="B19">Chen and Borges, 2009</xref>; <xref ref-type="bibr" rid="B50">Laruelle et al., 2010</xref>, <xref ref-type="bibr" rid="B49">2013</xref>, <xref ref-type="bibr" rid="B48">2018</xref>; <xref ref-type="bibr" rid="B16">Cai et al., 2006</xref>; <xref ref-type="bibr" rid="B15">Cai, 2011</xref>; <xref ref-type="bibr" rid="B20">Chen et al., 2013</xref>) and can be integrated into the estimated net CO<sub>2</sub> sink for the European coastal regions (&#x2212;68.1 &#x00D7; 10<sup>3</sup> Gg C year<sup>&#x2013;1</sup>; <xref ref-type="bibr" rid="B8">Borges et al., 2006</xref>) and global continental shelves (&#x2212;0.4 &#x00D7; 10<sup>6</sup> Gg C year<sup>&#x2013;1</sup>; <xref ref-type="bibr" rid="B20">Chen et al., 2013</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="S6">
<title>Conclusion</title>
<p>The spatio-temporal variability of the CO<sub>2</sub> system and fluxes in the Strait of Gibraltar was assessed with a high-resolution dataset in this study. The results obtained between February 2019 and March 2021 provided the seasonal and spatial variability of the surface CO<sub>2</sub>. Although seasonal temperature fluctuation was the main driver of the observed changes in the CO<sub>2</sub> system in this region, the temporal and spatial distribution of the variables was strongly influenced by physical and biological factors oscillations due to the seasonal change in the depth of the AMI layer, the wind-induced upwelling during northeasterly winds and the tidal-induced pulsating upwelling throughout the year and especially during spring tides. The elevation of the AMI layer toward the northeast and the wind-induced upwelling on the African coast toward the west of TN favors the vertical mixing and enhances the physical&#x2013;biological coupling in the northeast and southwest part of the channel. In these areas of lower SST and higher SSS, the change in <italic>f</italic>CO<sub>2,sw</sub> with temperature was lower due to the increase in the importance of the non-thermal effects. The annual cycle of surface <italic>f</italic>CO<sub>2,sw</sub> was described in this study (Eqs 14, 15) by considering the seasonality of SST and its spatial changes controlled by the local climatology and the unique hydrology of the channel. Equation 16 allows to compute past, present, and future surface <italic>f</italic>CO<sub>2,sw</sub> values using satellite SST values. The <italic>f</italic>CO<sub>2,sw</sub> was found to increase with temperature by 9.02 &#x00B1; 1.99 &#x03BC;atm &#x00B0;C (<italic>r</italic><sup>2</sup> = 0.86 and &#x03C1; = 0.93) and 4.51 &#x00B1; 1.66 &#x03BC;atm &#x00B0;C (<italic>r</italic><sup>2</sup> = 0.48 and &#x03C1; = 0.69) in the northern and southern sections, respectively.</p>
<p>The seasonality of NC<sub>T</sub> was mainly controlled by NCP processes (93.5&#x2013;95.6%), while the contribution of air-sea exchange (0.9&#x2013;3.3%), horizontal transport (1.8&#x2013;3.7%), and vertical mixing (3.5&#x2013;4.6%) was minimal. The seasonality of NC<sub>T</sub> was higher in the region most influenced by wind-induced upwelling to the southwest of the channel (42.65 and 45.44 mmol m<sup>&#x2013;3</sup> calculated in the southern part of S2 and S3, respectively). In the areas of maximum upwelling, the contribution of NCP compared to that of air-sea exchange was found to be maximum (&#x003E;81.0 and &#x003C;13.1%, respectively).</p>
<p>In terms of air-sea CO<sub>2</sub> exchange, the Strait of Gibraltar behaved as a strong CO<sub>2</sub> sink during the cold months (between &#x2212;7 and &#x2212;2 mmol m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>) and as a weak source during the warm months (&#x003C;3 mmol m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>). Considering the high variability in the CO<sub>2</sub> sink and integrating the entire area (6.1&#x2013;5.1&#x00B0;W, 1650 km<sup>2</sup>) an average CO<sub>2</sub> flux of &#x2212;7.12 Gg CO<sub>2</sub> year<sup>&#x2013;1</sup> (&#x2212;1.94 Gg C year<sup>&#x2013;1</sup>) was determined. The net CO<sub>2</sub> sink was higher toward the east of TN (&#x2212;1.30 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>), where the depth of the AMI layer is minimum and both solubility and biological uptake were enhanced by the injection of deep, cold, and nutrient-rich water throughout the year. The net CO<sub>2</sub> sink weakened toward the west of TN (&#x2212;1.02 mol C m<sup>&#x2013;2</sup> year<sup>&#x2013;1</sup>), where higher annual SST values were obtained due to vertical mixing processes are limited to periods of wind-induced upwelling.</p>
<p>The present study shows that VOS lines are a powerful tool to study the carbon cycle in global and regional surface ocean. The continuous monitoring of the surface CO<sub>2</sub> by VOS lines is especially important in poorly known and highly variable areas such as the Strait of Gibraltar, where the observational data from oceanographic surveys are limited and continuous monitoring through other observational strategies is difficult to perform due to maritime traffic and socio-political factors. We provide in this study clear evidence of the complex processes related to the unique hydrology and local climatology of the transition region of the Strait of Gibraltar involved in the surface distribution of the CO<sub>2</sub> system variables. The air-sea CO<sub>2</sub> exchange and the surface inorganic carbon concentration, as well as the processes that control them, were assessed and quantified with an improved degree of certainty. These findings enhance the understanding of the surface CO<sub>2</sub> system and air-sea exchange in marginal and semi-enclosed seas and can be used to further compute how much of this atmospheric CO<sub>2</sub> entering in the surface ocean is finally transported into the ocean interior.</p>
</sec>
<sec sec-type="data-availability" id="S7">
<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: <ext-link ext-link-type="uri" xlink:href="https://www.socat.info/">https://www.socat.info/</ext-link>.</p>
</sec>
<sec id="S8">
<title>Author Contributions</title>
<p>MG-D, JMS-C, and AGG installed and maintained the equipment in the VOS line. DC-H performed the data treatments and MATLAB<sup>&#x00AE;</sup> routines. All authors made significant contributions toward the writing of the manuscript.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<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 sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="s12">
<title>Funding</title>
<p>This study was supported by the Canary Islands Government and the Loro Parque Foundation through the CanBIO project, CanOA subproject (2019&#x2013;2022), and the CARBOCAN agreement (Consejer&#x00ED;a de Transici&#x00F3;n Ecol&#x00F3;gica, Lucha contra el Cambio Clim&#x00E1;tico y Planificaci&#x00F3;n Territorial, and Gobierno de Canarias).</p>
</sec>
<ack>
<p>We would like to thank the RENATE P ship owner, the NISA-Mar&#x00ED;tima company and the captains and crew members for the support during this collaboration. Special thanks to the technician Adrian Castro-Alamo for biweekly equipment maintenance and discrete sampling of total alkalinity aboard the ship. We thank the editor and reviewers for their constructive comments and suggestions, which helped to improve the quality of the manuscript. The VOS line will be part of the Spanish contribution to the Integrated Carbon Observation System (ICOS), European Research Infrastructure starting in 2021. We also thank the Surface Ocean CO<sub>2</sub> Atlas (SOCAT), an international effort, endorsed by the International Ocean Carbon Coordination Project (IOCCP), the Surface Ocean Lower Atmosphere Study (SOLAS), and the Integrated Marine Biosphere Research (IMBeR) program, to deliver a uniformly quality-controlled surface ocean CO<sub>2</sub> database. The many researchers and funding agencies responsible for the collection of data and quality control are thanked for their contributions to SOCAT.</p>
</ack>
<sec id="S11" sec-type="supplementary material">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fmars.2021.745304/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fmars.2021.745304/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Data_Sheet_1.PDF" id="DS1" mimetype="application/pdf" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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