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  <front>
    <journal-meta><journal-id journal-id-type="publisher">BG</journal-id><journal-title-group>
    <journal-title>Biogeosciences</journal-title>
    <abbrev-journal-title abbrev-type="publisher">BG</abbrev-journal-title><abbrev-journal-title abbrev-type="nlm-ta">Biogeosciences</abbrev-journal-title>
  </journal-title-group><issn pub-type="epub">1726-4189</issn><publisher>
    <publisher-name>Copernicus Publications</publisher-name>
    <publisher-loc>Göttingen, Germany</publisher-loc>
  </publisher></journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.5194/bg-15-2349-2018</article-id><title-group><article-title>Natural ocean acidification at Papagayo upwelling system (north Pacific
Costa Rica): implications for reef development</article-title><alt-title>Natural ocean acidification at Papagayo upwelling system</alt-title>
      </title-group><?xmltex \runningtitle{Natural ocean acidification at Papagayo upwelling system}?><?xmltex \runningauthor{C. S\'{a}nchez-Noguera et al.}?>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes" rid="aff1 aff2">
          <name><surname>Sánchez-Noguera</surname><given-names>Celeste</given-names></name>
          <email>celeste08@gmail.com</email>
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff3">
          <name><surname>Stuhldreier</surname><given-names>Ines</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2">
          <name><surname>Cortés</surname><given-names>Jorge</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff4 aff5">
          <name><surname>Jiménez</surname><given-names>Carlos</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff2 aff6">
          <name><surname>Morales</surname><given-names>Álvaro</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff3">
          <name><surname>Wild</surname><given-names>Christian</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1 aff7">
          <name><surname>Rixen</surname><given-names>Tim</given-names></name>
          
        <ext-link>https://orcid.org/0000-0001-8376-891X</ext-link></contrib>
        <aff id="aff1"><label>1</label><institution>Leibniz Centre for Tropical Marine Research (ZMT), Bremen,
Germany</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Centro de Investigación en Ciencias del Mar y Limnología (CIMAR), Universidad de Costa Rica, San José, Costa Rica</institution>
        </aff>
        <aff id="aff3"><label>3</label><institution>Faculty of Biology and Chemistry (FB2), University of Bremen, Bremen, Germany</institution>
        </aff>
        <aff id="aff4"><label>4</label><institution>Energy, Environment and Water Research Center (EEWRC) of the Cyprus
Institute (CyI), Nicosia, Cyprus</institution>
        </aff>
        <aff id="aff5"><label>5</label><institution>Enalia Physis Environmental Research Centre (ENALIA), Aglanjia,
Nicosia, Cyprus</institution>
        </aff>
        <aff id="aff6"><label>6</label><institution>Escuela de Biología, University of Costa Rica, San José,
Costa Rica</institution>
        </aff>
        <aff id="aff7"><label>7</label><institution>Institute of Geology, University Hamburg, Hamburg, Germany</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Celeste Sánchez-Noguera (celeste08@gmail.com)</corresp></author-notes><pub-date><day>19</day><month>April</month><year>2018</year></pub-date>
      
      <volume>15</volume>
      <issue>8</issue>
      <fpage>2349</fpage><lpage>2360</lpage>
      <history>
        <date date-type="received"><day>28</day><month>October</month><year>2017</year></date>
           <date date-type="rev-request"><day>13</day><month>November</month><year>2017</year></date>
           <date date-type="rev-recd"><day>15</day><month>March</month><year>2018</year></date>
           <date date-type="accepted"><day>23</day><month>March</month><year>2018</year></date>
      </history>
      <permissions>
        
        
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://bg.copernicus.org/articles/15/2349/2018/bg-15-2349-2018.html">This article is available from https://bg.copernicus.org/articles/15/2349/2018/bg-15-2349-2018.html</self-uri><self-uri xlink:href="https://bg.copernicus.org/articles/15/2349/2018/bg-15-2349-2018.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/15/2349/2018/bg-15-2349-2018.pdf</self-uri>
      <abstract>
    <p id="d1e176">Numerous experiments have shown that ocean acidification impedes coral
calcification, but knowledge about in situ reef ecosystem response to ocean
acidification is still scarce. Bahía Culebra, situated at the northern
Pacific coast of Costa Rica, is a location naturally exposed to acidic
conditions due to the Papagayo seasonal upwelling. We measured pH and
<inline-formula><mml:math id="M1" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M2" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> in situ during two non-upwelling seasons (June 2012,
May–June 2013), with a high temporal resolution of every 15 and 30 min,
respectively, using two Submersible Autonomous Moored Instruments (SAMI-pH,
SAMI-CO2). These results were compared with published data from the 2009
upwelling season. Findings revealed that the carbonate system in Bahía
Culebra shows a high temporal variability. Incoming offshore waters drive
intra- and interseasonal changes. Lowest pH (7.8) and highest <inline-formula><mml:math id="M3" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M4" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>
(658.3 <inline-formula><mml:math id="M5" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>atm) values measured during a cold-water intrusion event in
the non-upwelling season were similar to those minimum values reported from
upwelling season (pH <inline-formula><mml:math id="M6" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 7.8, <inline-formula><mml:math id="M7" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M8" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> <inline-formula><mml:math id="M9" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 643.5 <inline-formula><mml:math id="M10" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>atm),
unveiling that natural acidification also occurs sporadically in the
non-upwelling season. This affects the interaction of photosynthesis,
respiration, calcification and carbonate dissolution and the resulting diel
cycle of pH and <inline-formula><mml:math id="M11" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M12" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> in the reefs of Bahía Culebra. During
the non-upwelling season, the aragonite saturation state (<inline-formula><mml:math id="M13" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula>
rises to values of <inline-formula><mml:math id="M14" display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 3.3 and during the upwelling season falls below
2.5. The <inline-formula><mml:math id="M15" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mtext>a</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> threshold values for coral growth were derived from
the correlation between measured <inline-formula><mml:math id="M16" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and coral linear
extension rates which were obtained from the literature and suggest that
future ocean acidification will threaten the continued growth of reefs in
Bahía Culebra. These data contribute to building a better understanding of
the carbonate system dynamics and coral reefs' key response (e.g., coral
growth) to natural low-pH conditions, in upwelling areas in the eastern
tropical Pacific and beyond.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <title>Introduction</title>
      <p id="d1e322">Ocean acidification (OA) caused by human-induced increase of atmospheric
CO<inline-formula><mml:math id="M17" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> (Sabine et al., 2004; Feely et al., 2009) is considered one of the
major threats to marine calcifying organisms and ecosystems (Fabry et al.,
2008; Hofmannn et al., 2010; Doney et al., 2012; Gattuso et al., 2015). Among
all marine habitats, tropical coral reefs are recognized as the most
endangered (Hoegh-Guldberg et al., 2007; Kleypas and Yates, 2009; Pörtner
et al., 2014), since in addition to reduced calcification (Langdon et al.,
2000; Marubini et al., 2008; Doney et al., 2009; Gattuso et al., 2014), a
lower pH also weakens the reef framework by favoring bioerosion and enabling
carbonate dissolution (Gattuso et al., 2014; Manzello et al., 2014; Barkley
et al., 2015). According to the IPCC business-as-usual scenario, about
90 % of the ocean's<?pagebreak page2350?> surface waters will become undersaturated with
respect to aragonite in the next decades (Gattuso et al., 2015), emphasizing
the need to study the response of natural ecosystems to OA. Nowadays,
aragonite undersaturated surface waters occur naturally in some parts of the
ocean, as a consequence of underwater volcanic seeps (Hall-Spencer et al.,
2008; Fabricius et al., 2011, 2015; Enochs et al., 2015) or upwelling that
drags corrosive deep water into the surface mixed layer (Feely et al., 2008;
Hauri et al., 2009; Fassbender et al., 2011; Harris et al., 2013).</p>
      <p id="d1e334">Aside from some studies at volcanic seeps (Fabricius et al., 2011, 2015;
Kroeker et al., 2011; Enochs et al., 2015) or at reefs in the eastern
tropical Pacific (ETP) (Manzello, 2008, 2010a, b; Manzello et al., 2008,
2014), our understanding of OA impacts on corals derives mainly from
laboratory and seawater enclosure experiments (Pörtner et al., 2014;
Hall-Spencer et al., 2015). These results are used to predict ecosystem
responses to future OA (Kleypas et al., 2006; Kleypas and Langdon, 2006), but
their reliability is challenged by the artificial conditions under which the
experiments are conducted. For example, the duration of studies is often too
short to allow a full adaptation or acclimatization of the organisms/systems
to the changing environmental conditions, and the missing connectivity
between ecosystems in seawater enclosures restricts natural interactions
between organisms (Kleypas et al., 2006; Kleypas and Langdon, 2006; Hofmann
et al., 2010). In situ studies in natural low-pH conditions are able to
overcome some of these problems and the ETP is well known for its
CO<inline-formula><mml:math id="M18" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>-enriched and acidic subsurface waters (Takahashi et al., 2014).
Upwelling events decrease the carbonate saturation state (<inline-formula><mml:math id="M19" display="inline"><mml:mrow><mml:mi mathvariant="normal">Ω</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> along
the Central American coast (Manzello et al., 2008; Manzello, 2010b; Rixen et
al., 2012) and have the potential to produce poorly cemented coral reefs
with low accretion rates that are subject to rapid bioerosion (Manzello et
al., 2008; Alvarado et al., 2012).</p>
      <p id="d1e356">Corals in the northern part of the Costa Rican Pacific coast are developing
under the influence of the seasonal Papagayo upwelling (Jiménez et al.,
2010; Rixen et al., 2012; Stuhldreier et al., 2015a, b). To contribute to the
general understanding of OA impacts on coral reefs, we investigated the
variability of the carbonate system in the upwelling-influenced Bahía
Culebra, Costa Rica. The main objectives of this study were (1) to describe
the behavior of the carbonate system on diurnal and seasonal timescales,
(2) to characterize the controlling processes and (3) to determine
ecological impacts of changing carbonate systems. Furthermore, our results
will allow us to draw some conclusions concerning future thresholds of coral
reef development within this bay.</p>
</sec>
<sec id="Ch1.S2">
  <title>Methods</title>
<sec id="Ch1.S2.SS1">
  <title>Study site</title>
      <p id="d1e370">Bahía Culebra, located in the Gulf of Papagayo, North Pacific coast of
Costa Rica (Fig. 1), is strongly influenced by the north easterly Papagayo
winds. The strongest wind jets develop during the boreal winter (Amador et
al., 2016) and are driven by large-scale variations of the trade winds
(Chelton et al., 2000; Alfaro and Cortés, 2012). When Papagayo winds blow
through the mountain gap between southern Nicaragua and northern Costa Rica,
the resulting strong offshore winds on the Pacific side can lead to upwelling
of cold and nutrient-enriched subsurface waters between December and April
(McCreary et al., 1989; Brenes et al., 1990; Ballestero and Coen, 2004;
Kessler, 2006). These cyclonic eddies also influence the magnitude and
location of the Costa Rica Dome (CRD), which is located approx. 300 km off
the Gulf of Papagayo (Fiedler, 2002). However, the CRD changes its distance
to the Costa Rican coast throughout the year, as a result of differences in
wind forcing (Wyrtki, 1964; Fiedler, 2002). During the dry season,
particularly between February and April, offshore moving water masses
strengthen upwelling at the coast and shoal the thermocline in the Gulf of
Papagayo (Wyrtki, 1965, 1966; Fiedler, 2002). In May–June, during the onset
of the rainy season, the CRD moves offshore (Fiedler, 2002; Fiedler and
Talley, 2006) and the North Equatorial Countercurrent (NECC) can carry
tropical water masses into Bahía Culebra until December, when upwelling
sets in again (Wyrtki, 1965, 1966).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F1"><caption><p id="d1e375">Location of Bahía Culebra (square) in the Gulf of Papagayo,
North Pacific coast of Costa Rica (insert). Measurements were made at Marina
Papagayo (star). Main ocean currents influencing the Gulf of Papagayo (dashed
arrows): NECC indicates the North Equatorial Countercurrent; CRCC indicates
the Costa Rica Coastal Current.</p></caption>
          <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="https://bg.copernicus.org/articles/15/2349/2018/bg-15-2349-2018-f01.png"/>

        </fig>

</sec>
<sec id="Ch1.S2.SS2">
  <title>Measurements</title>
      <p id="d1e390">We measured in situ pH, <inline-formula><mml:math id="M20" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M21" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> and seawater temperature (SWT) during two
non-upwelling periods (15 days in June 2012 and 7 days in May–June 2013;
Fig. 2). Measurements were undertaken with two Submersible Autonomous Moored
Instruments (SAMI-pH and SAMI-CO<inline-formula><mml:math id="M22" display="inline"><mml:mrow><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> (<uri>www.sunburstsensors.com</uri>, last access: 10 April 2017), in
sampling intervals of 15 (June 2012) and 30 min (May–June 2013).
SAMI sensors were deployed at the pier of Marina Papagayo
(85<inline-formula><mml:math id="M23" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>39<inline-formula><mml:math id="M24" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>21.41<inline-formula><mml:math id="M25" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>′</mml:mo><mml:mo>′</mml:mo></mml:mrow></mml:msup></mml:math></inline-formula> W, 10<inline-formula><mml:math id="M26" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>32<inline-formula><mml:math id="M27" display="inline"><mml:msup><mml:mi/><mml:mo>′</mml:mo></mml:msup></mml:math></inline-formula>32.89<inline-formula><mml:math id="M28" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>′</mml:mo><mml:mo>′</mml:mo></mml:mrow></mml:msup></mml:math></inline-formula> N), on top of a
carbonate sandy bottom in the inner part of Bahía Culebra (Fig. 1). The
water depth varied approximately between 5 and 8 m depending on the tide, but
sensors, hooked to the pier, moved up and down with the tide and were always
at the same depth, 1.5 m below the surface. SAMI instruments measured pH
(total hydrogen ion scale) and <inline-formula><mml:math id="M29" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M30" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> spectrophotometrically by using a
colorimetry reagent method (DeGrandpre et al., 1995, 1999; Seidel et al.,
2008). Salinity from discrete samples was measured with a WTW probe
(Cond3310) and was used for correction of pH values. Calculation of aragonite
saturation state (<inline-formula><mml:math id="M31" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> from parameters measured in situ with
SAMI sensors is accurate (Cullison Gray et al., 2011; Gray et al., 2012), but
discrete water<?pagebreak page2351?> samples were collected as often as possible to validate the
instruments (Fig. 3). The 250 mL borosilicate bottles were filled with seawater
at 30 cm below the surface and preserved with 200 <inline-formula><mml:math id="M32" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>L of 50 %
saturated HgCl<inline-formula><mml:math id="M33" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> solution to inhibit biological activity (Dickson et al.,
2007). Samples were stored at 3–4 <inline-formula><mml:math id="M34" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C until analysis. Total
alkalinity (TA) and dissolved inorganic carbon (DIC) were measured using a
VINDTA 3C (Versatile INstrument for the Determination of Total
inorganic carbon and titration Alkalinity; Marianda, Kiel, Germany) coupled with a UIC
CO<inline-formula><mml:math id="M35" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> coulometer detector (UIC Inc., Joliet, USA). Both instruments were
calibrated with Dickson Certified Reference Material (Batch 127) (Dickson et
al., 2003). DIC concentrations as well as TA and <inline-formula><mml:math id="M36" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> were
calculated with the CO2SYS program as a function of measured pH and
<inline-formula><mml:math id="M37" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M38" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>, with dissociation constants of Mehrbach et al. (1973) for
carbonic acid as refit by Dickson and Millero (1987) and Dickson (1990) for
boric acid.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F2"><caption><p id="d1e579">Measured parameters (wind speed, SWT, pH and <inline-formula><mml:math id="M39" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M40" display="inline"><mml:mrow><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> during the
non-upwelling seasons of June 2012 <bold>(a, b)</bold> and May–June 2013 <bold>(c, d)</bold> at
Bahía Culebra. Shaded area in panels <bold>(a, b)</bold> indicates the 2012
upwelling-like event.</p></caption>
          <?xmltex \igopts{width=241.848425pt}?><graphic xlink:href="https://bg.copernicus.org/articles/15/2349/2018/bg-15-2349-2018-f02.png"/>

        </fig>

      <?xmltex \floatpos{t}?><fig id="Ch1.F3" specific-use="star"><caption><p id="d1e618">Validation of in situ measurements of pH <bold>(a)</bold> and
<inline-formula><mml:math id="M41" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M42" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> <bold>(b)</bold>
using discrete water samples. SAMI sensors measured pH and <inline-formula><mml:math id="M43" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M44" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> directly
in the water column. The pH and <inline-formula><mml:math id="M45" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M46" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> values used for validation were
calculated with the CO2SYS program as a function of measured TA and DIC;
discrete samples were measured with a VINDTA 3C system.</p></caption>
          <?xmltex \igopts{width=341.433071pt}?><graphic xlink:href="https://bg.copernicus.org/articles/15/2349/2018/bg-15-2349-2018-f03.png"/>

        </fig>

      <p id="d1e683">Wind speeds were obtained from a station of the Instituto Metereológico
Nacional (National Meteorological Institute of Costa Rica), located at the
nearby Liberia airport. The Módulo de Información Oceanográfica
of the University of Costa Rica (<uri>www.miocimar.ucr.ac.cr</uri>, last access: 27 September 2016) supplied the
tidal data. All coral growth values were taken from the literature; linear
extension rates from Bahía Culebra were measured by Jiménez and
Cortés (2003), whilst coral growth in Panama and Galápagos was
measured by Manzello (2010a). For the correlation between coral growth and
<inline-formula><mml:math id="M47" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, we used the mean <inline-formula><mml:math id="M48" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> values from
Panama and Galápagos previously reported by Manzello (2010b).</p>
</sec>
<sec id="Ch1.S2.SS3">
  <title>Data analysis</title>
      <p id="d1e717">We compared our data with values measured during the upwelling season in 2009
(Rixen et al., 2012). In 2009, <inline-formula><mml:math id="M49" display="inline"><mml:mi>x</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M50" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> was measured by an underway
<inline-formula><mml:math id="M51" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M52" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> system (SUNDANS) equipped with an infrared gas analyzer
(LI-7000),<?pagebreak page2352?> and pH was measured using an Orion ROSS electrode (an Orion
Star<sup>™</sup>). Correlations between tidal cycles and physicochemical parameters
(pH, <inline-formula><mml:math id="M53" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M54" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>, <inline-formula><mml:math id="M55" display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula>, wind) during non-upwelling periods were tested via
Pearson correlation in Python. Differences in parameters (temperature, pH,
<inline-formula><mml:math id="M56" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M57" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>, TA, DIC and <inline-formula><mml:math id="M58" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> between all periods (2009, 2012,
2013) were tested with a general linear model (GLM) in the statistical
package R. The GLM was evaluated using graphical methods to identify
violations of assumptions of homogeneity of variance and normality of
residuals. All GLM assumptions were met. Additionally, we developed a simple
model to improve our understanding of processes controlling the observed diel
trends, as seen in the time series data of pH and <inline-formula><mml:math id="M59" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M60" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> (Figs. 2, 4).
The model simulates combined effects of metabolic processes (photosynthesis,
respiration, calcification and dissolution) on the carbonate chemistry. Input
parameters for starting the model were the calculated DIC (in 2012:
2037 <inline-formula><mml:math id="M61" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M62" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> at 07:00 UTC <inline-formula><mml:math id="M63" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula> 6
and 2019 <inline-formula><mml:math id="M64" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M65" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> at 15:00; in 2013:
1883 <inline-formula><mml:math id="M66" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M67" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> at 05:00 and 1805 <inline-formula><mml:math id="M68" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M69" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> at
15:00) and TA (in 2012: 2284 <inline-formula><mml:math id="M70" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M71" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> at 07:00; in 2013:
2193 <inline-formula><mml:math id="M72" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M73" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> at 05:00) values, corresponding to the highest
and lowest measured <inline-formula><mml:math id="M74" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M75" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> during the day. Calculation of TA and DIC
from the pair pH and <inline-formula><mml:math id="M76" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M77" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> is prone to errors (Millero, 2007; Cullison
Gray et al., 2011); however, the values used as input parameters in the model
are in range with those reported from other studies in tropical areas
(Manzello, 2010b; Cyronak et al., 2013b). The difference between the two DIC
concentrations (<inline-formula><mml:math id="M78" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>DIC) was assumed to be caused by photosynthesis and
respiration and the resulting formation and decomposition of particulate
organic carbon (POC), as well as calcification and dissolution and the
precipitation and dissolution of particulate inorganic carbon (PIC, Eq. 1).
<inline-formula><mml:math id="M79" display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">OI</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> describes the ratio between the production of organic carbon
(POC) and precipitation of calcium carbonate carbon (PIC) and was used to
link <inline-formula><mml:math id="M80" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>POC to <inline-formula><mml:math id="M81" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>PIC (<inline-formula><mml:math id="M82" display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">OI</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M83" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> POC <inline-formula><mml:math id="M84" display="inline"><mml:mo>/</mml:mo></mml:math></inline-formula> PIC)
(Eq. 2, 3). The <inline-formula><mml:math id="M85" display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mtext>OI</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> was further constrained by the determined change of
TA (<inline-formula><mml:math id="M86" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>TA). Therefore, it was considered that photosynthesis and
respiration of one mole of carbon increases and reduces TA by 0.15 units,
respectively (Broecker and Peng, 1982). Calcification and dissolution of one
mole of carbon decreases and increases TA by two units (Eq. 4). To verify the
results from the model, we used the output <inline-formula><mml:math id="M87" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>DIC and <inline-formula><mml:math id="M88" display="inline"><mml:mi mathvariant="normal">Δ</mml:mi></mml:math></inline-formula>TA to
calculate new <inline-formula><mml:math id="M89" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M90" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> and pH values, which were further compared to the
measured ones (Fig. 5). The best fit between modeled and measured values was
achieved with a respective <inline-formula><mml:math id="M91" display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">OI</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> of <inline-formula><mml:math id="M92" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>2.6 for 2012 and 1.0 for
2013, whereas the assumption of calcium carbonate dissolution caused the
negative sign.

                <disp-formula specific-use="align" content-type="numbered"><mml:math id="M93" display="block"><mml:mtable displaystyle="true"><mml:mlabeledtr id="Ch1.E1"><mml:mtd/><mml:mtd><mml:mstyle class="stylechange" displaystyle="true"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">DIC</mml:mi><mml:mo>=</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">POC</mml:mi><mml:mo>+</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">PIC</mml:mi></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E2"><mml:mtd/><mml:mtd><mml:mstyle class="stylechange" displaystyle="true"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">PIC</mml:mi><mml:mo>=</mml:mo><mml:mfenced open="(" close=")"><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">POC</mml:mi></mml:mrow><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">OI</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle></mml:mfenced></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E3"><mml:mtd/><mml:mtd><mml:mstyle displaystyle="true" class="stylechange"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">POC</mml:mi><mml:mo>=</mml:mo><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">DIC</mml:mi><mml:mo>/</mml:mo><mml:mfenced close=")" open="("><mml:mn mathvariant="normal">1</mml:mn><mml:mo>+</mml:mo><mml:mfenced open="(" close=")"><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">1</mml:mn><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">OI</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle></mml:mfenced></mml:mfenced></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E4"><mml:mtd/><mml:mtd><mml:mstyle displaystyle="true" class="stylechange"/></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">TA</mml:mi><mml:mo>=</mml:mo><mml:mfenced open="(" close=")"><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">POC</mml:mi><mml:mo>⋅</mml:mo><mml:mn mathvariant="normal">0.15</mml:mn></mml:mfenced><mml:mo>-</mml:mo><mml:mfenced close=")" open="("><mml:mfenced close=")" open="("><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mi mathvariant="normal">Δ</mml:mi><mml:mi mathvariant="normal">POC</mml:mi></mml:mrow><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">OI</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle></mml:mfenced><mml:mo>⋅</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mfenced></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

            This was calculated on hourly time steps, separately for 2012 and 2013, using
the mean SWT (2012 <inline-formula><mml:math id="M94" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 29.61 <inline-formula><mml:math id="M95" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.93 <inline-formula><mml:math id="M96" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C,
2013 <inline-formula><mml:math id="M97" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 30.08 <inline-formula><mml:math id="M98" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.27 <inline-formula><mml:math id="M99" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C) and salinity (2012 <inline-formula><mml:math id="M100" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 32.5,
2013 <inline-formula><mml:math id="M101" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 32.5).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F4"><caption><p id="d1e1304">Diel pattern of parameters measured in Bahía Culebra. Data
points are hourly averages of 15 and 7 consecutive days in 2012 <bold>(a, b)</bold> and
2013 <bold>(c, d)</bold>, respectively. The shaded area represents daylight hours.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://bg.copernicus.org/articles/15/2349/2018/bg-15-2349-2018-f04.png"/>

        </fig>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T1" specific-use="star"><caption><p id="d1e1322">Measured and calculated (<inline-formula><mml:math id="M102" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula>) parameters, during upwelling (2009)
and non-upwelling seasons (2012, 2013) at Bahía Culebra, Costa Rica.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="8">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:colspec colnum="6" colname="col6" align="right"/>
     <oasis:colspec colnum="7" colname="col7" align="right"/>
     <oasis:colspec colnum="8" colname="col8" align="right"/>
     <oasis:thead>
       <oasis:row>  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2" align="center">pH </oasis:entry>  
         <oasis:entry colname="col3" align="center"><inline-formula><mml:math id="M103" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M104" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col4" align="center">CO<inline-formula><mml:math id="M105" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col5" align="center"><inline-formula><mml:math id="M106" display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col6" align="center">DIC<inline-formula><mml:math id="M107" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col7" align="center">TA<inline-formula><mml:math id="M108" display="inline"><mml:msup><mml:mi/><mml:mo>*</mml:mo></mml:msup></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col8" align="center"><inline-formula><mml:math id="M109" display="inline"><mml:mrow><mml:msup><mml:mi mathvariant="normal">Ω</mml:mi><mml:mo>∗</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula></oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1"/>  
         <oasis:entry colname="col2" align="center">(total scale) </oasis:entry>  
         <oasis:entry colname="col3" align="center">(<inline-formula><mml:math id="M110" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>atm) </oasis:entry>  
         <oasis:entry colname="col4" align="center">(<inline-formula><mml:math id="M111" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M112" display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col5" align="center">(<inline-formula><mml:math id="M113" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C) </oasis:entry>  
         <oasis:entry colname="col6" align="center">(<inline-formula><mml:math id="M114" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M115" display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col7" align="center">(<inline-formula><mml:math id="M116" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M117" display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col8"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">2009</oasis:entry>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5"/>  
         <oasis:entry colname="col6"/>  
         <oasis:entry colname="col7"/>  
         <oasis:entry colname="col8"/>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Mean <inline-formula><mml:math id="M118" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> SD</oasis:entry>  
         <oasis:entry colname="col2">7.91 <inline-formula><mml:math id="M119" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.32</oasis:entry>  
         <oasis:entry colname="col3">578.49 <inline-formula><mml:math id="M120" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 42.82</oasis:entry>  
         <oasis:entry colname="col4">16.44 <inline-formula><mml:math id="M121" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 1.35</oasis:entry>  
         <oasis:entry colname="col5">25.09 <inline-formula><mml:math id="M122" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.57</oasis:entry>  
         <oasis:entry colname="col6">2098.71 <inline-formula><mml:math id="M123" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 103.81</oasis:entry>  
         <oasis:entry colname="col7">2328.42 <inline-formula><mml:math id="M124" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 118.45</oasis:entry>  
         <oasis:entry colname="col8">2.71 <inline-formula><mml:math id="M125" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.29</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">2012</oasis:entry>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5"/>  
         <oasis:entry colname="col6"/>  
         <oasis:entry colname="col7"/>  
         <oasis:entry colname="col8"/>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Mean <inline-formula><mml:math id="M126" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> SD</oasis:entry>  
         <oasis:entry colname="col2">7.98 <inline-formula><mml:math id="M127" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.04</oasis:entry>  
         <oasis:entry colname="col3">456.38 <inline-formula><mml:math id="M128" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 69.68</oasis:entry>  
         <oasis:entry colname="col4">11.77 <inline-formula><mml:math id="M129" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 1.99</oasis:entry>  
         <oasis:entry colname="col5">29.61 <inline-formula><mml:math id="M130" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.93</oasis:entry>  
         <oasis:entry colname="col6">1924.65 <inline-formula><mml:math id="M131" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 195.07</oasis:entry>  
         <oasis:entry colname="col7">2204.54 <inline-formula><mml:math id="M132" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 212.18</oasis:entry>  
         <oasis:entry colname="col8">3.32 <inline-formula><mml:math id="M133" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.46</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">2013</oasis:entry>  
         <oasis:entry colname="col2"/>  
         <oasis:entry colname="col3"/>  
         <oasis:entry colname="col4"/>  
         <oasis:entry colname="col5"/>  
         <oasis:entry colname="col6"/>  
         <oasis:entry colname="col7"/>  
         <oasis:entry colname="col8"/>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">Mean <inline-formula><mml:math id="M134" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> SD</oasis:entry>  
         <oasis:entry colname="col2">8.02 <inline-formula><mml:math id="M135" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.03</oasis:entry>  
         <oasis:entry colname="col3">375.67 <inline-formula><mml:math id="M136" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 24.25</oasis:entry>  
         <oasis:entry colname="col4">9.56 <inline-formula><mml:math id="M137" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.64</oasis:entry>  
         <oasis:entry colname="col5">30.08 <inline-formula><mml:math id="M138" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.27</oasis:entry>  
         <oasis:entry colname="col6">1800.92 <inline-formula><mml:math id="M139" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 142.78</oasis:entry>  
         <oasis:entry colname="col7">2102.66 <inline-formula><mml:math id="M140" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 174.79</oasis:entry>  
         <oasis:entry colname="col8">3.50 <inline-formula><mml:math id="M141" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.49</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

</sec>
</sec>
<sec id="Ch1.S3">
  <title>Results</title>
<sec id="Ch1.S3.SS1">
  <title>Carbonate chemistry during the non-upwelling season</title>
      <p id="d1e1874">In June 2012, average SWT was 29.61 <inline-formula><mml:math id="M142" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.93 (average <inline-formula><mml:math id="M143" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> standard
deviation) <inline-formula><mml:math id="M144" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C and ranged from 27.13 to 31.37 <inline-formula><mml:math id="M145" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C. In
May–June 2013, SWT ranged from 29.3 to 30.7 <inline-formula><mml:math id="M146" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C (average 30.08 <inline-formula><mml:math id="M147" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.27 <inline-formula><mml:math id="M148" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C). During both periods, the salinity was
32.5 <inline-formula><mml:math id="M149" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.8. During the study periods, the<?pagebreak page2353?> wind intensified during the
afternoons, reaching speeds of up to 8.5 and 6.0 m s<inline-formula><mml:math id="M150" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> in 2012 and
2013, respectively (Fig. 2). Average pH and <inline-formula><mml:math id="M151" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M152" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> in June 2012 were
7.98 <inline-formula><mml:math id="M153" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.04 and 456.38 <inline-formula><mml:math id="M154" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 69.68 <inline-formula><mml:math id="M155" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>atm, respectively; the
corresponding averages for May–June 2013 were 8.02 <inline-formula><mml:math id="M156" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.03 and
375.67 <inline-formula><mml:math id="M157" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 24.25 <inline-formula><mml:math id="M158" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>atm. Since the tidal cycle was not
significantly correlated with the variability of pH, <inline-formula><mml:math id="M159" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M160" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>, <inline-formula><mml:math id="M161" display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula> or wind
(<inline-formula><mml:math id="M162" display="inline"><mml:mrow><mml:mi>p</mml:mi><mml:mo>&gt;</mml:mo><mml:mn mathvariant="normal">0.05</mml:mn></mml:mrow></mml:math></inline-formula>) during the periods of observations (Table 2), it was excluded
from further discussions. Mean <inline-formula><mml:math id="M163" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mtext>a</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> values were
3.32 <inline-formula><mml:math id="M164" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.46 in June 2012 and 3.50 <inline-formula><mml:math id="M165" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.49 in May–June 2013
(Table 1).</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F5"><caption><p id="d1e2077">Expected diel behavior of the carbonate system in 2012 <bold>(a, b)</bold> and 2013 <bold>(c, d)</bold>, based on measured parameters. Modeled
parameters are shown as blue crosses and empty circles; the reference
parameter used to adjust the model is shown in black triangles. Shaded area
represents daylight hours.</p></caption>
          <?xmltex \igopts{width=236.157874pt}?><graphic xlink:href="https://bg.copernicus.org/articles/15/2349/2018/bg-15-2349-2018-f05.jpg"/>

        </fig>

</sec>
<sec id="Ch1.S3.SS2">
  <title>Seasonal variation of the carbonate system</title>
      <p id="d1e2098">Measured parameters showed significant differences between study periods (<inline-formula><mml:math id="M166" display="inline"><mml:mrow><mml:mi>p</mml:mi><mml:mo>&lt;</mml:mo><mml:mn mathvariant="normal">0.05</mml:mn></mml:mrow></mml:math></inline-formula>). The SWT range differed among years (Table 1); 2013 was the warmest
study period, followed by 2012 and 2009. Lowest measured pH was 7.81 in June
2012, 7.84 in April 2009 and 7.95 in May–June 2013. We also compared DIC and
TA, in order to estimate to which extent the observed variations of
<inline-formula><mml:math id="M167" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M168" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> were caused by changes in temperature and/or DIC concentrations.
Mean DIC values were 2098.71 <inline-formula><mml:math id="M169" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 103.81 <inline-formula><mml:math id="M170" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M171" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> in
April 2009, 1924.65 <inline-formula><mml:math id="M172" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 195.07 <inline-formula><mml:math id="M173" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M174" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> in June 2012 and
1800.92 <inline-formula><mml:math id="M175" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 142.78 <inline-formula><mml:math id="M176" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M177" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> in May–June 2013.
Similarly, mean TA values were
2328.42 <inline-formula><mml:math id="M178" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 118.45 <inline-formula><mml:math id="M179" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M180" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> in April 2009,
2204.54 <inline-formula><mml:math id="M181" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 212.18 <inline-formula><mml:math id="M182" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M183" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> in June 2012 and
2102.66 <inline-formula><mml:math id="M184" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 174.79 <inline-formula><mml:math id="M185" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M186" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> in May–June 2013. According
to average values, April 2009 was the period with the most acidic water and
greater CO<inline-formula><mml:math id="M187" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> enrichment, followed by June 2012 and May–June 2013
(Table 1). Mean <inline-formula><mml:math id="M188" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> values were 2.71 <inline-formula><mml:math id="M189" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.29 during
the upwelling season (April 2009) and 3.41 <inline-formula><mml:math id="M190" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.13 during the non-upwelling
season (June 2012, May–June 2013), resulting in annual average
<inline-formula><mml:math id="M191" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> of 3.06 <inline-formula><mml:math id="M192" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 0.49 at Bahía Culebra. Time series
of pH and <inline-formula><mml:math id="M193" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M194" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> in June 2012 and May–June 2013 showed a pronounced
daily cycle (Fig. 4), which in addition to previously described data will be
discussed in the following paragraphs.</p>
</sec>
</sec>
<sec id="Ch1.S4">
  <title>Discussion</title>
<sec id="Ch1.S4.SS1">
  <title>Natural OA beyond the upwelling season</title>
      <?pagebreak page2354?><p id="d1e2369">The observed differences in pH and <inline-formula><mml:math id="M195" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M196" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> between 2012 and 2013 suggest
that the non-upwelling season exhibits a strong interannual variability
(Table 1). In 2012, pH was lower and <inline-formula><mml:math id="M197" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M198" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> higher than in 2013 (Fig. 2b,
c). The June 2012 time series data showed that SWT decreased and <inline-formula><mml:math id="M199" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M200" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>
increased from 300 to 650 <inline-formula><mml:math id="M201" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>atm in less than a week, after several
days of strong afternoon winds (Fig. 2a). Similarly, this increase in
<inline-formula><mml:math id="M202" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M203" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> was accompanied by a drop in pH from 8.04 to 7.83 (Fig. 2a).
This suggests that an enhanced wind-driven vertical mixing entrained cooler
and CO<inline-formula><mml:math id="M204" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>-enriched waters from greater water depth into the surface layer.
The associated SWT drop from 31.4 to 27.1 <inline-formula><mml:math id="M205" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C was similar to that
observed during the onset of the 2009 upwelling event (26.2 to
23.7 <inline-formula><mml:math id="M206" display="inline"><mml:msup><mml:mi/><mml:mo>∘</mml:mo></mml:msup></mml:math></inline-formula>C; Rixen et al., 2012). Nevertheless, the higher SWT during
the 2012 non-upwelling season suggests that the entrained water originated
from a shallower water depth, compared with the water upwelled in 2009. The
<inline-formula><mml:math id="M207" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M208" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> values with up to 650 <inline-formula><mml:math id="M209" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>atm reached the same level
during both events, which is partially caused by the higher SWT in 2012.
However, DIC concentrations in 2012
(1924.65 <inline-formula><mml:math id="M210" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 195.07 <inline-formula><mml:math id="M211" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M212" display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> were lower than those in
2009 (2098.71 <inline-formula><mml:math id="M213" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 103.81 <inline-formula><mml:math id="M214" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M215" display="inline"><mml:mrow><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> but exceeded those
in 2013 (1800.92 <inline-formula><mml:math id="M216" display="inline"><mml:mo>±</mml:mo></mml:math></inline-formula> 142.78 <inline-formula><mml:math id="M217" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M218" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>; Table 1). During
the 7 days of the cold-water intrusion event in 2012
(10–17 June), the DIC concentrations dropped from
2355.39 <inline-formula><mml:math id="M219" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M220" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula> down to 1715.30 <inline-formula><mml:math id="M221" display="inline"><mml:mi mathvariant="normal">µ</mml:mi></mml:math></inline-formula>mol kg<inline-formula><mml:math id="M222" display="inline"><mml:msup><mml:mi/><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:math></inline-formula>.
This implies that in addition to high SWT, the entrainment of
CO<inline-formula><mml:math id="M223" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>-enriched subsurface water increased the <inline-formula><mml:math id="M224" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M225" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> not only during
the upwelling periods but also during the 2012 non-upwelling season.</p>

<?xmltex \floatpos{t}?><table-wrap id="Ch1.T2"><caption><p id="d1e2648">Correlations between tide height and four parameters during
the non-upwelling seasons (2012, 2013).</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="5">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">  
         <oasis:entry colname="col1">Year</oasis:entry>  
         <oasis:entry colname="col2">pH</oasis:entry>  
         <oasis:entry colname="col3"><inline-formula><mml:math id="M228" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M229" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math id="M230" display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula></oasis:entry>  
         <oasis:entry colname="col5">Wind</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>  
         <oasis:entry colname="col1">2012</oasis:entry>  
         <oasis:entry colname="col2"><inline-formula><mml:math id="M231" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.004</oasis:entry>  
         <oasis:entry colname="col3">0.037</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math id="M232" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.005</oasis:entry>  
         <oasis:entry colname="col5">0.033</oasis:entry>
       </oasis:row>
       <oasis:row>  
         <oasis:entry colname="col1">2013</oasis:entry>  
         <oasis:entry colname="col2">0.111</oasis:entry>  
         <oasis:entry colname="col3">0.026</oasis:entry>  
         <oasis:entry colname="col4"><inline-formula><mml:math id="M233" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.093</oasis:entry>  
         <oasis:entry colname="col5"><inline-formula><mml:math id="M234" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>0.126</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table><table-wrap-foot><p id="d1e2651">All <inline-formula><mml:math id="M226" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula> values <inline-formula><mml:math id="M227" display="inline"><mml:mo>&gt;</mml:mo></mml:math></inline-formula> 0.05.</p></table-wrap-foot></table-wrap>

      <p id="d1e2787">Since in 2012 the <inline-formula><mml:math id="M235" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M236" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> had already increased by 7 June and the SWT
decreased 2 days later (10 June), the inflow of CO<inline-formula><mml:math id="M237" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>-enriched waters
seems to have increased the <inline-formula><mml:math id="M238" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M239" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> already prior to the strengthening of
local winds (Fig. 2b). Later, local wind-induced vertical mixing seems to
have amplified the impact of the inflowing CO<inline-formula><mml:math id="M240" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>-enriched water mass on
the <inline-formula><mml:math id="M241" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M242" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> in the surface water by increasing its input into surface
layers. Accordingly, the CO<inline-formula><mml:math id="M243" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>-enriched waters were apparently supplied
from a different location than they are during the upwelling season. Since the
NECC carries offshore waters towards the Costa Rican shore during the
non-upwelling season (Wyrtki, 1965, 1966; Fiedler, 2002), it is assumed that
the CO<inline-formula><mml:math id="M244" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>-enriched subsurface water originated somewhere south of our
study area in the open ETP. The absence of such a cold event during the
non-upwelling season in 2013 suggests that the occurrence of this kind of
event might be an irregular feature (Fig. 2c, d), and the driving forces are
still elusive. Nevertheless, these types of events have the potential to
affect the metabolic processes in the bay as will be discussed in the
following section, which analyzes the daily cycles during the non-upwelling
seasons in 2012 and 2013.</p>
</sec>
<sec id="Ch1.S4.SS2">
  <?xmltex \opttitle{Processes behind the variability of the\hack{\break} carbonate system}?><title>Processes behind the variability of the<?xmltex \hack{\break}?> carbonate system</title>
      <p id="d1e2884">In 2012, the pH and the <inline-formula><mml:math id="M245" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M246" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> values followed a pronounced diurnal
cycle with highest pH and lowest <inline-formula><mml:math id="M247" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M248" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> values during the late afternoon
and lowest pH and highest <inline-formula><mml:math id="M249" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M250" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> values around sunrise in the early
morning (Fig. 4a). Such daily cycles are typical for tropical regions and are
assumed to be<?pagebreak page2355?> caused by photosynthesis during the day and respiration of
organic matter during the night (Shaw et al., 2012; Albright et al., 2013;
Cyronak et al., 2013a). The aragonite saturation state as well as the DIC <inline-formula><mml:math id="M251" display="inline"><mml:mo>/</mml:mo></mml:math></inline-formula> TA
ratio followed this pattern, with higher <inline-formula><mml:math id="M252" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and lower DIC <inline-formula><mml:math id="M253" display="inline"><mml:mo>/</mml:mo></mml:math></inline-formula> TA
ratio values during the day as well as lower <inline-formula><mml:math id="M254" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and higher
DIC <inline-formula><mml:math id="M255" display="inline"><mml:mo>/</mml:mo></mml:math></inline-formula> TA values at night (Fig. 4b). Although the <inline-formula><mml:math id="M256" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M257" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> cycles in 2013
followed a similar pattern to 2012, pH cycles were less predictable (Fig. 4).</p>
      <p id="d1e2996">To characterize the relative importance of the processes responsible for the
observed changes in pH and <inline-formula><mml:math id="M258" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M259" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> (photosynthesis, respiration,
calcification and dissolution), we used the model described earlier, which is
based on the determined DIC concentrations during times when pH and
<inline-formula><mml:math id="M260" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M261" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> revealed their daily minima and maxima, respectively. For
example, if photosynthesis of organic matter dominates the transition from
early morning maxima of <inline-formula><mml:math id="M262" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M263" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> to late afternoon minima of <inline-formula><mml:math id="M264" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M265" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>,
it should be associated with a decline in DIC. Whether photosynthesis was
accompanied with enhanced calcification can be detected by an associated
decrease of TA. Since decreasing DIC raises the pH and a decrease in TA
lowers the pH, such photosynthetic-enhanced calcification hardly affects the
pH and could explain the weak daily cycle observed in 2013. Alternatively, if
photosynthesis is accompanied by carbonate dissolution during the day, this
would amplify the daily cycle of pH and <inline-formula><mml:math id="M266" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M267" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> as seen during the
cold-water intrusion event in 2012. Likewise, an increased photosynthesis
resulting from higher nutrient concentrations (Pennington et al., 2006) could
also be causing the observed large amplitude during the event in 2012.
However, in our case, the determined TA and DIC concentrations constrain the
impact of the formation of organic matter (POC is equivalent to photosynthesis
minus respiration) and calcification (PIC is equivalent to calcification minus dissolution) on
the carbonate system. This sets the boundaries within which the observed
diurnal cycle of pH and <inline-formula><mml:math id="M268" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M269" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> has to be explained (Fig. 5c, d). In
order to reconstruct the diurnal cycle of pH and <inline-formula><mml:math id="M270" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M271" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> within these
boundaries, we assumed a photosynthetic-enhanced calcification during the day,
and vice versa dissolution and respiration at night. Thereby, the best fit
between pH and <inline-formula><mml:math id="M272" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M273" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> measured in 2013 and the respective calculated
values could be obtained by using a <inline-formula><mml:math id="M274" display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">OI</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> of 1. This approach
failed to explain the diurnal cycle of pH and <inline-formula><mml:math id="M275" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M276" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> as observed during
the 2012 cold-water intrusion event (10–17 June). The only solution we found
to explain these pronounced diurnal cycles within the given DIC and TA
boundaries was to assume that photosynthesis and dissolution prevailed during
the day and respiration and calcification occurred at night. The
<inline-formula><mml:math id="M277" display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">OI</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> of <inline-formula><mml:math id="M278" display="inline"><mml:mo>-</mml:mo></mml:math></inline-formula>2.6 resulted in the best fit between the measured and
calculated pH and <inline-formula><mml:math id="M279" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M280" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> for the 2012 event, whereas the negative sign
reflects the contrasting effects of calcification and dissolution on the DIC
concentration.</p>

      <?xmltex \floatpos{t}?><fig id="Ch1.F6" specific-use="star"><caption><p id="d1e3193">Mean aragonite saturation states (<inline-formula><mml:math id="M281" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> – from
present and former studies – versus previously reported mean linear extension
rates of <bold>(a)</bold> <italic>Pocillopora damicornis </italic>and <bold>(b)</bold> <italic>Pavona clavus</italic>
from upwelling areas in Costa Rica (CR) (Jiménez and Cortés, 2003),
Panama (PAN) and Galápagos (GAL) (Manzello, 2010a). The red dotted line
shows the regression equation as estimated by Rixen et al. (2012). The red mark
represents our estimated <inline-formula><mml:math id="M282" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> threshold for Bahía Culebra,
when coral growth equals zero.</p></caption>
          <?xmltex \igopts{width=298.753937pt}?><graphic xlink:href="https://bg.copernicus.org/articles/15/2349/2018/bg-15-2349-2018-f06.png"/>

        </fig>

      <p id="d1e3240">Dissolution taking place during daytime is peculiar but not completely
unusual, as it has been reported on tropical sandy bottoms under ambient
(Yates and Halley, 2006a, b; Cyronak et al., 2013b)
and high-CO<inline-formula><mml:math id="M283" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> conditions
(Comeau et al., 2015). Similarly, dark calcification is not entirely uncommon
and occurs in both sandy bottoms and coral reefs (Yates and Halley, 2006b;
Albright et al., 2013). Accordingly, the entrainment of CO<inline-formula><mml:math id="M284" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>-enriched
water from the NECC seems to shift the carbonate chemistry of Bahía
Culebra from a system where photosynthesis and calcification are the
controlling processes during daylight hours to a system in which daytime is
dominated by photosynthesis and dissolution. The net effect, as observed, is
an enhanced <inline-formula><mml:math id="M285" display="inline"><mml:mi>p</mml:mi></mml:math></inline-formula>CO<inline-formula><mml:math id="M286" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> and lower <inline-formula><mml:math id="M287" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> during periods
characterized by the inflow of CO<inline-formula><mml:math id="M288" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula>-enriched waters (Table 1). This has
strong ecological implications for local coral reef ecosystems.</p>
</sec>
<sec id="Ch1.S4.SS3">
  <title>Ecological implications for coral reefs</title>
      <p id="d1e3304">Coral reefs in Bahía Culebra were dominated by <italic>Pocillopora</italic> spp.
and <italic>Pavona clavus</italic> (Jiménez, 2001; Jiménez et al., 2010),
whereas <italic>Porites lobata</italic> is the main reef forming coral in the
southern part of the Costa Rican Pacific coast (Cortés and Jiménez,
2003; Glynn et al., 2017). Although the reefs in the north are naturally
exposed to periodic high-CO<inline-formula><mml:math id="M289" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> conditions during upwelling events (Rixen
et al., 2012), as well as during cold-water intrusions in the non-upwelling
season, the linear extension rates of <italic>Pocillopora </italic>spp. and
<italic>P. clavus</italic> exceeded those of the same species in other regions
(Fig. 6) (Glynn, 1977; Jiménez and Cortés, 2003; Manzello, 2010a;
Rixen et al., 2012). This suggests that local corals are adapted and/or
acclimatized to the upwelling of cold and acidic waters.</p>
      <p id="d1e3332">Aragonite saturation state (<inline-formula><mml:math id="M290" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> is known as one of the main
variables influencing coral growth and therefore reef distribution around the
world (Kleypas et al., 1999). By integrating the data from the present study
and values previously reported by Rixen et al. (2012), we estimated that the
annual mean <inline-formula><mml:math id="M291" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> in Bahía Culebra is 3.06. Additionally,
earlier studies in the ETP measured <inline-formula><mml:math id="M292" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> values and coral
extension rates from locations that are under the influence of upwelling
events (Manzello, 2010a), whilst extension rates from Bahía Culebra were
measured by Jiménez and Cortés (2003). The correlation between our
estimated <inline-formula><mml:math id="M293" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> with the available data from Bahía
Culebra, Panama and Galápagos indicates that coral extension rates in
each of those locations are predictable by their corresponding
<inline-formula><mml:math id="M294" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> values (Fig. 6).</p>
      <p id="d1e3392">The dependency of coral growth on <inline-formula><mml:math id="M295" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and the mean <inline-formula><mml:math id="M296" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> (2.71) during the upwelling season (Table 1) suggests that
upwelling of acidic waters should reduce corals' relatively high annual mean
growth rates in Bahía Culebra. The increased <inline-formula><mml:math id="M297" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> during
the non-upwelling season in turn must enhance linear extension and explains
corals' high annual mean growth rates. The <inline-formula><mml:math id="M298" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> values from
this study suggest that most favorable conditions for coral growth occur
during the non-upwelling season, the period that coincides with development of
the rainy season. This implies that during the main growing season the
eutrophication and siltation caused<?pagebreak page2356?> by human impacts on river discharges, as
well as the development of harmful algal blooms, could also strongly affect
the corals' annual mean growth rates (Cortés and Reyes-Bonilla, 2017).</p>
      <p id="d1e3439">Despite the corals' high annual mean linear extension rates, studies carried
out in 1973 showed that the thickness of the reef framework within our study
area was with 0.6 to 3 m (mean 1.8 m) among the lowest in the ETP, where
Holocene framework accumulation in <italic>Pocillopora</italic>-dominated reefs could
reach up to 9 m (Glynn et al., 1983; Toth et al., 2017). During the last
decade, it further decreased (Alvarado et al., 2012), and during the period of
our observation the reef frameworks of <italic>Pocillopora </italic>spp. in
Bahía Culebra hardly exceeded a thickness of 0.5 m. This denotes that
although <italic>Pocillopora </italic>spp. and <italic>P. clavus </italic>are adapted to the
entrainment of acidic waters, these reefs are growing in an environment at
the limit of reef-building corals' tolerance in terms of temperature, nutrient
loads and pH (Manzello et al., 2017). Gaps in coral reef accretion at the ETP
are known from the geological record (Toth et al., 2012, 2015, 2017). They
have been linked to increased El Niño–Southern Oscillation (ENSO) variability (Toth et al., 2012, 2015) and
stronger upwelling conditions (Glynn et al., 1983), favoring dissolution and
erosion of reef frameworks while at the same time restricting coral growth.</p>
      <p id="d1e3455">The <inline-formula><mml:math id="M299" display="inline"><mml:mi>y</mml:mi></mml:math></inline-formula> intercept of the regression equation derived from the correlation
between linear extension rates and <inline-formula><mml:math id="M300" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> furthermore implies
that linear extension of <italic>P. damicornis </italic>and <italic>P. clavus </italic>should
approach zero under a carbonate saturation state of
<inline-formula><mml:math id="M301" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> <inline-formula><mml:math id="M302" display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 2.5 (<italic>P. damicornis</italic>) and <inline-formula><mml:math id="M303" display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 2.2
(<italic>P. clavus</italic>). According to climate predictions, the global
<inline-formula><mml:math id="M304" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> will reach values <inline-formula><mml:math id="M305" display="inline"><mml:mo>&lt;</mml:mo></mml:math></inline-formula> 2.0 by the end of this century
(IPCC, 2014), and major upwelling systems such as those off California and
South America will intensify (Wang et al., 2015). Combined effects of ocean
acidification and impacts of stronger upwelling on <inline-formula><mml:math id="M306" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> in the
ETP and on <inline-formula><mml:math id="M307" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> in Bahía Culebra are difficult to
predict. Worldwide, OA is expected to reduce coral reefs' resilience by
decreasing calcification and increasing dissolution and bioerosion (Kleypas
et al., 1999; Yates and Halley, 2006a; Anthony et al., 2011). Coral reefs
from the ETP are affected by chronic and acute disturbances, such as thermal
stress and natural ocean acidification resulting from ENSO and upwelling
events, respectively (Manzello et al., 2008; Manzello, 2010b). Historically,
these reefs have shown a high resilience to both stressors separately, but
their coupled interaction can cause coral reefs to be lost within the next decades.
The ETP has the lowest <inline-formula><mml:math id="M308" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> of the tropics, near the
threshold values for coral reef distribution; therefore, the reefs from this
region may be the most affected by the increasing levels of anthropogenic
CO<inline-formula><mml:math id="M309" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> and also show the first negative impacts of this human-induced OA
(Manzello et al., 2017). This emphasizes the importance of the Paris
Agreement and all the global efforts to reduce the CO<inline-formula><mml:math id="M310" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> emission into the
atmosphere (Figueres et al., 2017).</p>
</sec>
</sec>
<sec id="Ch1.S5" sec-type="conclusions">
  <title>Conclusions</title>
      <p id="d1e3592">The present study provides data from in situ measurements from a system that
is naturally exposed to low-pH conditions and seeks to characterize the
carbonate chemistry within a bay (Bahía Culebra) and its potential
impact on the reefs. This study builds on previous field studies in the
upwelling areas of Panama (Manzello et al., 2008; Manzello, 2010b) and
Papagayo (Rixen et al., 2012). Our results indicate that physical processes,
such as the coastal upwelling and the exchange of water between the bay and
the open ocean, influence the carbonate chemistry on timescales of weeks to
months, where metabolic processes (photosynthesis and calcification)
influence the diurnal cycle. To which extent benthic and pelagic processes
control the diurnal cycle cannot be established based on our data. However,
the results from the present study also suggest that coral reefs from
Bahía Culebra are exposed to a high intra- and interannual variability
in the carbonate system. Challenging conditions for<?pagebreak page2357?> reef development are not
restricted to the upwelling season; they occur sporadically also during
the non-upwelling season, when pH and CO<inline-formula><mml:math id="M311" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> concentrations reach values
comparable to those during upwelling events. Previous studies reported that
the linear extension rates measured in Bahía Culebra were among the
highest in the ETP; thus, it is likely that coral growth in this bay is enhanced
with increased <inline-formula><mml:math id="M312" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> during periods with no entrainment of
low-pH waters. However, coral growth must be measured during both seasons in
order to confirm this assumption. Threshold values of <inline-formula><mml:math id="M313" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mi mathvariant="normal">a</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>
when coral growth likely approaches zero were derived from the correlation of
<inline-formula><mml:math id="M314" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mtext>a</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> and previously measured annual linear extension rates. The
<inline-formula><mml:math id="M315" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="normal">Ω</mml:mi><mml:mtext>a</mml:mtext></mml:msub></mml:mrow></mml:math></inline-formula> threshold values from the present study and the fact that
high-CO<inline-formula><mml:math id="M316" display="inline"><mml:msub><mml:mi/><mml:mn mathvariant="normal">2</mml:mn></mml:msub></mml:math></inline-formula> waters are occasionally hauled in to the bay during
the non-upwelling season suggest that coral reef development in Bahía
Culebra is potentially threatened by anthropogenic OA.</p>
</sec>

      
      </body>
    <back><notes notes-type="dataavailability">

      <p id="d1e3662">Data are available by direct request to the corresponding
author.</p>
  </notes><notes notes-type="authorcontribution">

      <p id="d1e3668">CSN and TR designed the study, analyzed the data,
prepared figures and/or tables and wrote the paper. CSN collected and analyzed
the samples. IS, JC, ÁM, CJ and CW reviewed the paper.</p>
  </notes><notes notes-type="competinginterests">

      <p id="d1e3674">The authors declare that they have no conflict of
interest.</p>
  </notes><notes notes-type="disclaimer">

      <p id="d1e3680">This study was funded by the Leibniz Association, as part of the
PhD research of Celeste Sánchez-Noguera. Funders had no role in
conceiving the study, collection and analysis of data or manuscript
preparation.</p>
  </notes><ack><title>Acknowledgements</title><p id="d1e3686">This project was conducted in cooperation with the Centro de
Investigación en Ciencias del Mar y Limnología (CIMAR), University
of Costa Rica. We give special thanks to Marina Papagayo for allowing us to deploy
the sensors in their facilities, and Giovanni Bassey and Carlos Marenco for
logistic support and sample collection.<?xmltex \hack{\newline}?><?xmltex \hack{\newline}?> Edited
by: David Gillikin<?xmltex \hack{\newline}?> Reviewed by: two anonymous referees</p></ack><ref-list>
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    <!--<article-title-html>Natural ocean acidification at Papagayo upwelling system (north Pacific Costa Rica): implications for reef development</article-title-html>
<abstract-html><p>Numerous experiments have shown that ocean acidification impedes coral
calcification, but knowledge about in situ reef ecosystem response to ocean
acidification is still scarce. Bahía Culebra, situated at the northern
Pacific coast of Costa Rica, is a location naturally exposed to acidic
conditions due to the Papagayo seasonal upwelling. We measured pH and
<i>p</i>CO<sub>2</sub> in situ during two non-upwelling seasons (June 2012,
May–June 2013), with a high temporal resolution of every 15 and 30 min,
respectively, using two Submersible Autonomous Moored Instruments (SAMI-pH,
SAMI-CO2). These results were compared with published data from the 2009
upwelling season. Findings revealed that the carbonate system in Bahía
Culebra shows a high temporal variability. Incoming offshore waters drive
intra- and interseasonal changes. Lowest pH (7.8) and highest <i>p</i>CO<sub>2</sub>
(658.3 µatm) values measured during a cold-water intrusion event in
the non-upwelling season were similar to those minimum values reported from
upwelling season (pH  =  7.8, <i>p</i>CO<sub>2</sub>  =  643.5 µatm),
unveiling that natural acidification also occurs sporadically in the
non-upwelling season. This affects the interaction of photosynthesis,
respiration, calcification and carbonate dissolution and the resulting diel
cycle of pH and <i>p</i>CO<sub>2</sub> in the reefs of Bahía Culebra. During
the non-upwelling season, the aragonite saturation state (Ω<sub>a</sub>)
rises to values of  &gt;  3.3 and during the upwelling season falls below
2.5. The Ω<sub>a</sub> threshold values for coral growth were derived from
the correlation between measured Ω<sub>a</sub> and coral linear
extension rates which were obtained from the literature and suggest that
future ocean acidification will threaten the continued growth of reefs in
Bahía Culebra. These data contribute to building a better understanding of
the carbonate system dynamics and coral reefs' key response (e.g., coral
growth) to natural low-pH conditions, in upwelling areas in the eastern
tropical Pacific and beyond.</p></abstract-html>
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