<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">OJMS</journal-id><journal-title-group><journal-title>Open Journal of Marine Science</journal-title></journal-title-group><issn pub-type="epub">2161-7384</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/ojms.2016.61002</article-id><article-id pub-id-type="publisher-id">OJMS-62251</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Earth&amp;Environmental Sciences</subject></subj-group></article-categories><title-group><article-title>
 
 
  Estimates and Variability of the Air-Sea CO&lt;sub&gt;2&lt;/sub&gt; Fluxes in the Gulf of Guinea during the 2005-2007 Period
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>rbain</surname><given-names>Koffi</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Georges</surname><given-names>Kouadio</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Yves</surname><given-names>K. Kouadio</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Université Felix Houphouet-Boigny de Cocody, Abidjan, Cote d’Ivoire</addr-line></aff><aff id="aff1"><addr-line>Ecole Normale Supérieure d’Abidjan, Laboratoire des Sciences Physiques, Fondamentales et Appliquées, Abidjan, Cote d’Ivoire</addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>urbain_koffi@yahoo.fr(RK)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>22</day><month>12</month><year>2015</year></pub-date><volume>06</volume><issue>01</issue><fpage>11</fpage><lpage>22</lpage><history><date date-type="received"><day>27</day>	<month>October</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>22</month>	<year>December</year>	</date><date date-type="accepted"><day>25</day>	<month>December</month>	<year>2015</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  Measurements of
   
  CO
  <sub>2</sub>
   
  parameters (
  i.e.
   
  Total Alkalinity (TA) and Dissolved Inorganic Carbon (DIC)) were made from June 2005 to September 2007 in six EGEE (“Etude de la circulation oc&#233;anique et de savariabilit&#233;dans le Golfe de GuinEE”) cruises to better assess air-sea CO
  <sub>2</sub>
   
  fluxes in the Gulf of Guinea (6&#176;N - 10&#176;S, 10&#176;E - 10&#176;W). Two empirical relationships TA-Salinity and DIC-Salinity-Temperature were established. These relationships were then used to estimate the monthly fugacity of CO
  <sub>2</sub>
   
  (fCO
  <sub>2</sub>
  ) and air-sea CO
  <sub>2</sub>
   
  fluxes. The monthly mean flux of CO
  <sub>2</sub>
   
  reaches 1.76 &#177; 0.82 mmol&#183;m
  <sup>-2</sup>
  &#183;d
  <sup>-1</sup>
   
  (resp. 2.90 &#177; 1.45 mmol&#183;m
  <sup>-2</sup>
  &#183;d
  <sup>-1</sup>
  ) at the north of the Equator (resp. at the South).
   
  The north-south gradient observed as the patterns of the air-sea CO
  <sub>2</sub>
   
  fluxes was mainly driven by the oceanic fCO
  <sub>2</sub>
  . This gradient was due to the low values of the CO
  <sub>2 </sub>
  parameters flowing by the Guinea Current (6&#176;N - 0&#176;) from the west to the east while the air-sea CO
  <sub>2</sub>
   
  fluxes increased in the south (10&#176;S - 0). In the north, the climatology of Takahashi underestimated the CO
  <sub>2</sub>
   
  fluxes in the Gulf of Guinea when comparing to the estimated fluxes. This was due to the north-south gradient, which did not well reproduce by the climatology of Takahashi.
 
</p></abstract><kwd-group><kwd>CO&lt;sub&gt;2&lt;/sub&gt; Fluxes</kwd><kwd> Total Alkalinity</kwd><kwd> Dissolved Inorganic Carbon</kwd><kwd> Gulf of Guinea</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>During the 1980-2000 period, the fugacity of CO<sub>2</sub> (fCO<sub>2</sub>) measurements has been carried out to follow the evolution of oceanic CO<sub>2</sub> in the eastern equatorial Atlantic [<xref ref-type="bibr" rid="scirp.62251-ref1">1</xref>] - [<xref ref-type="bibr" rid="scirp.62251-ref3">3</xref>] . This monitoring has allowed 1) understanding the ocean behavior associated to the increase of atmospheric CO<sub>2</sub> and 2) determining the impact of ocean acidification on the marine ecosystem [<xref ref-type="bibr" rid="scirp.62251-ref4">4</xref>] . However, measurements are often fragmented in time and space. So, the seasonal cycle of CO<sub>2</sub> is still not well understood over large parts of the ocean. And the limited understanding of the air-sea CO<sub>2</sub> transfer rate introduces large errors in the fluxes estimates [<xref ref-type="bibr" rid="scirp.62251-ref5">5</xref>] . Moreover, the air-sea CO<sub>2</sub> fluxes were not directly recorded, but it is derived and associated with large uncertainty [<xref ref-type="bibr" rid="scirp.62251-ref6">6</xref>] . These aspects probably make the global estimate of the air-sea CO<sub>2</sub> fluxes changes difficult to construct from the synthesis of regional studies.</p><p>Different methods have been used to assess these air-sea CO<sub>2</sub> fluxes [<xref ref-type="bibr" rid="scirp.62251-ref6">6</xref>] [<xref ref-type="bibr" rid="scirp.62251-ref7">7</xref>] . Some were based on diagnostic and prognostic models of fCO<sub>2</sub> or DIC as “diagnostic models that use empirical interpolation schemes applied to fCO<sub>2</sub>, and biogeochemical prognostic ocean model”, and others are based on a synthesized climatology surface dataset of fCO<sub>2</sub>. In the tropical oceans, the air-sea CO<sub>2</sub> fluxes were estimated using both oceanic and atmospheric inversion methods. These methods converge to a mean CO<sub>2</sub> outgassing [<xref ref-type="bibr" rid="scirp.62251-ref8">8</xref>] despite the existing discrepancy between models and observations. Many authors [<xref ref-type="bibr" rid="scirp.62251-ref9">9</xref>] used a global carbon model to find a mean air-sea CO<sub>2</sub> fluxes of about 0.31 mmol・m<sup>−2</sup>・d<sup>−1</sup> for the 1990s and the early 2000 over the tropical Atlantic belt (14˚N - 14˚S). Similar results have been also obtained by [<xref ref-type="bibr" rid="scirp.62251-ref10">10</xref>] using inversion methods over the 1991-2000 period. Such value (~0.31 mmol・m<sup>−2</sup>・d<sup>−1</sup>) was different from the air-sea CO<sub>2</sub> fluxes (~0.20 mmol・m<sup>−2</sup>・d<sup>−1</sup>) estimates by models.</p><p>The region of the tropical Atlantic belt represented also a source of CO<sub>2</sub> with a low seasonal variability [<xref ref-type="bibr" rid="scirp.62251-ref11">11</xref>] . Moreover, the uncertainties that were underlined above are not often provided in most of the results. So, our work addresses this problem in the Gulf of Guinea (GG) during different periods of measurements, and where ffCO<sub>2</sub> trends could be estimated with regard to existing observations. The purpose of this paper is to assess the best annual air-sea CO<sub>2</sub> fluxes estimates and quantify its seasonal and interannual variability in the eastern tropical Atlantic. The datasets and method are presented in Section 2. In Section 3, the characteristics of the study area are given, while a comparative analysis of the seasonal and interannual variability of the CO<sub>2</sub> fluxes is made and discussed in Section 4. Finally, a conclusion and perspectives are provided in the last section.</p></sec><sec id="s2"><title>2. Data and Methods</title><sec id="s2_1"><title>2.1. Data</title><p>Six oceanographic cruises (<xref ref-type="fig" rid="fig1">Figure 1</xref>) named “Etude de la circulation oc&#233;anique et de savariabilit&#233;dans le Golfe de GuinEE” (EGEE) project [<xref ref-type="bibr" rid="scirp.62251-ref12">12</xref>] was conducted (2 cruises/year, see <xref ref-type="table" rid="table1">Table 1</xref>) from June 2005 to September 2007 in the eastern equatorial Atlantic. This project was the oceanic component of the African Monsoon Multidisciplinary Analyses (AMMA) program. The yearly cruises have consisted of two legs starting and ending in Cotonou (Benin, West Africa) during June and September [<xref ref-type="bibr" rid="scirp.62251-ref13">13</xref>] .</p><p>A total of 195 samples surface seawater was collected for Dissolved Inorganic Carbon (DIC) and TA Total Alkalinity (TA) analyses. Samples were poisoned with a saturated HgCl<sub>2</sub> solution to stop biological activities. DIC and TA were measured using potentiometric titration that derived from the method developed by Edmond [<xref ref-type="bibr" rid="scirp.62251-ref14">14</xref>] with a closed cell. The equivalent points were estimated using a non?linear regression method [<xref ref-type="bibr" rid="scirp.62251-ref15">15</xref>] while Certified Reference Materials (CRMs) provided by Prof. A. Dickson (Scripps Institution of Oceanography, San Diego, USA) was used for calibration [<xref ref-type="bibr" rid="scirp.62251-ref16">16</xref>] . The accuracy of DIC and TA in this work reaches &#177;2 &#181;mol・kg<sup>−1</sup>.</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Dates of EGEE cruises in the eastern equatorial Atlantic from June 2005 to September 2007</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Cruises</th><th align="center" valign="middle" >Dates</th></tr></thead><tr><td align="center" valign="middle" >EGEE 1</td><td align="center" valign="middle" >7<sup>th</sup><sup> </sup>June - 6<sup>th</sup> July 2005</td></tr><tr><td align="center" valign="middle" >EGEE 2</td><td align="center" valign="middle" >29<sup>th</sup> August - 30<sup>th</sup> September 2005</td></tr><tr><td align="center" valign="middle" >EGEE 3</td><td align="center" valign="middle" >27<sup>th</sup> May - 7<sup>th</sup> July 2006</td></tr><tr><td align="center" valign="middle" >EGEE 4</td><td align="center" valign="middle" >19<sup>th</sup><sup> </sup>November - 1<sup>st</sup> December 2006</td></tr><tr><td align="center" valign="middle" >EGEE 5</td><td align="center" valign="middle" >6<sup>th</sup><sup> </sup>June - 3<sup>rd</sup> July 2007</td></tr><tr><td align="center" valign="middle" >EGEE 6</td><td align="center" valign="middle" >1<sup>st</sup> - 30<sup>th</sup> September 2007</td></tr></tbody></table></table-wrap><fig id="fig1"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref></label><caption><title> Location of TA and DIC sampled (yellow dots) and track (black line) during the EGEE cruises. The northern (red) and southern (blue) regions are indicated by boxes; Arrows show the oceanic circulation in the Gulf of Guinea</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/2-1470231x7.png"/></fig><p>The fCO<sub>2</sub> measured during EGEE 3 was used to determine the best set of dissociation constants for the calculation of fCO<sub>2</sub> at stations where DIC and TA were recorded. It was also used to validate fCO<sub>2</sub> derived from our extrapolated DIC and TA along the EGEE 3 cruise track. Then, EGEE data were supplemented by data from FOCAL 4, 6 and 8, CITHER 1, and EQUALANT 99 cruises provided by several authors [<xref ref-type="bibr" rid="scirp.62251-ref1">1</xref>] - [<xref ref-type="bibr" rid="scirp.62251-ref3">3</xref>] [<xref ref-type="bibr" rid="scirp.62251-ref17">17</xref>] . These oceanographic cruises were carried out from the 1980s to the 2000s in the eastern equatorial Atlantic (<xref ref-type="table" rid="table2">Table 2</xref>).</p><p>The precipitation dataset was extracted from the Global Precipitation Climatology Project (GPCP) [<xref ref-type="bibr" rid="scirp.62251-ref18">18</xref>] on a 1˚ &#215; 1˚ regular grid over the Tropical Atlantic Ocean for the period 2005-2007. The GPCP dataset was composed by a combination of in situ observations with satellite microwave and infrared measurements.</p></sec><sec id="s2_2"><title>2.2. Maintaining the Integrity of the Specifications</title><p>The air-sea CO<sub>2</sub> fluxes (F) is calculated using Equation (1):</p><disp-formula id="scirp.62251-formula1269"><label>, (1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-1470231x8.png"  xlink:type="simple"/></disp-formula><p>Whereas</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x9.png" xlink:type="simple"/></inline-formula>(in cm・h<sup>−1</sup>) is the CO<sub>2</sub> gas transfer velocity, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x10.png" xlink:type="simple"/></inline-formula>is the difference between seawater fCO<sub>2</sub> and atmospheric fCO<sub>2</sub>, and is the solubility of CO<sub>2</sub> in seawater (in mol・L<sup>−1</sup>・atm<sup>−1</sup>) with regard to Sea Surface Salinity (SSS) and Sea Surface Temperature (SST) [<xref ref-type="bibr" rid="scirp.62251-ref19">19</xref>] ; the weekly mean CO<sub>2</sub> exchange coefficient <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x11.png" xlink:type="simple"/></inline-formula> in the 6˚N - 10˚S and 10˚E - 10˚W is derived from QuikSCAT wind speeds [<xref ref-type="bibr" rid="scirp.62251-ref20">20</xref>] using the quadratic relationship of [<xref ref-type="bibr" rid="scirp.62251-ref21">21</xref>] at a spatial resolution of 1˚ &#215; 1˚. <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x12.png" xlink:type="simple"/></inline-formula> represents the wind speed at 10 m above sea surface and Sc is the Schmidt number [<xref ref-type="bibr" rid="scirp.62251-ref21">21</xref>] [<xref ref-type="bibr" rid="scirp.62251-ref22">22</xref>] . The atmospheric fCO<sub>2</sub> was calculated from the monthly CO<sub>2</sub> molar fraction recorded at the Ascension Island at 7.92˚S - 14.42˚W from 2005 to 2007 [<xref ref-type="bibr" rid="scirp.62251-ref23">23</xref>] with a mean value of about 373.2 &#177; 0.75 &#181;atm.</p><p>In addition, the fluorescence was measured using the CTD sensor during the EGEE cruises while chlorophyll a was sampled only during EGEE 3 cruise and analyzed according to the HPLC standard technique [<xref ref-type="bibr" rid="scirp.62251-ref24">24</xref>] . However,</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Summary cruises conducted in the eastern equatorial Atlantic from 1980s to the 2000s</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >Cruises</th><th align="center" valign="middle" >FOCAL (4, 6, 8)</th><th align="center" valign="middle" >CITHER 1</th><th align="center" valign="middle" >EQUALANT 99</th></tr></thead><tr><td align="center" valign="middle" >Dates</td><td align="center" valign="middle" >July - August 1983 (F4) January - February 1984 (F6) July - August 1984 (F8)</td><td align="center" valign="middle" >January - March 1993</td><td align="center" valign="middle" >July - August 1999</td></tr></tbody></table></table-wrap><p>fluorescence data will be used in this study instead of chlorophyll a since it is available in all cruises.</p><p>The following paragraphs outline the chemistry of carbon dioxide in the ocean. When it is dissolved in the seawater, the carbonate system can be described by the Equations (2), (3), (4) and (5).</p><disp-formula id="scirp.62251-formula1270"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-1470231x13.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.62251-formula1271"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-1470231x14.png"  xlink:type="simple"/></disp-formula><p>where, K<sub>1</sub> and K<sub>2</sub> represent stoichiometric equilibrium constants for the description of the carbonate system in the seawater. The different sums of the dissolved forms (i.e. CO<sub>2</sub>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x15.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x16.png" xlink:type="simple"/></inline-formula>) give the DIC and the carbonate alkalinity (CA) following Equations (4) and (5):</p><disp-formula id="scirp.62251-formula1272"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-1470231x17.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.62251-formula1273"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-1470231x18.png"  xlink:type="simple"/></disp-formula><p>In Equation (5), the carbonate ion <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x19.png" xlink:type="simple"/></inline-formula> is counted twice because it has a double negative charges. The CA is the part of the TA, which includes boron compounds and more:</p><disp-formula id="scirp.62251-formula1274"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/2-1470231x20.png"  xlink:type="simple"/></disp-formula><p>Unfortunately, the concentrations of the individual species of the carbon dioxide system in solution cannot be measured directly. The Equations (2), (3), (4) and (5) have six unknown variables (i.e. CO<sub>2</sub>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x21.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x21.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x22.png" xlink:type="simple"/></inline-formula>, [H<sup>+</sup>], [DIC] and [CA]) and only four variables (i.e. [CO<sub>2</sub>], [H<sup>+</sup>], [DIC] and [TA]) can be measured directly. The system is determined when two variables at least are known and all the parameters can then be calculated with ancillary information. That allows to get a complete description of the carbon dioxide system in seawater [<xref ref-type="bibr" rid="scirp.62251-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.62251-ref25">25</xref>] .</p><p>Moreover, oceanic fCO<sub>2</sub> was estimated from TA and DIC using the different dissociation constants. In order to choose the best dissociation constants, measured fCO<sub>2</sub> [<xref ref-type="bibr" rid="scirp.62251-ref26">26</xref>] are compared with the values calculated from TA and DIC during the EGEE 3 cruise. The dissociation constants of [<xref ref-type="bibr" rid="scirp.62251-ref27">27</xref>] refitted by [<xref ref-type="bibr" rid="scirp.62251-ref28">28</xref>] , present small values of the root mean square error (~7 &#181;atm) and mean bias error (~ +4 &#181;atm). Thereafter, they will be used to calculate the oceanic fCO<sub>2</sub>.</p><p>For each year, the relationships established by [<xref ref-type="bibr" rid="scirp.62251-ref13">13</xref>] were used to estimate fCO<sub>2</sub> of FOCAL 6, CITHER 1 and EQUALANT 99 cruises (<xref ref-type="table" rid="table3">Table 3</xref>). These authors found that fCO<sub>2</sub> ranged between 330 &#181;atm and 420 &#181;atm in the GG even if it could exist extreme values associated to the equatorial upwelling [<xref ref-type="bibr" rid="scirp.62251-ref29">29</xref>] . The fugacity of CO<sub>2</sub> was estimated during three cruises carried out in boreal winter (January-February 1984 and January-March 1993) and in boreal summer (July-August 1999) using these relationships. Although measured fCO<sub>2</sub> data were few, the values of the fugacity of CO<sub>2</sub> were well reproduced [<xref ref-type="bibr" rid="scirp.62251-ref13">13</xref>] and the mean estimated fCO<sub>2</sub> was very close to the mean measured fCO<sub>2</sub> during these three cruises.</p><p>The annual and monthly fluxes of CO<sub>2</sub> in GG (6˚N - 10˚S; 10˚E - 10˚W) derived from the [<xref ref-type="bibr" rid="scirp.62251-ref13">13</xref>] relationships were calculated at a 1˚ &#215; 1˚ spatial resolution using the SST data of the TMI (Tropical Rainfall Measuring Mission Microwave Imager). The climatological and others mean air-sea CO<sub>2</sub> fluxes were calculated using the CO<sub>2</sub> gas transfer velocity relationship of [<xref ref-type="bibr" rid="scirp.62251-ref21">21</xref>] . The gridded mean air-sea CO<sub>2</sub> fluxes (mmol・m<sup>−2</sup>・d<sup>−1</sup>) for each day was computed by multiplying daily mean values of and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x23.png" xlink:type="simple"/></inline-formula>. The daily mean value of K was obtained</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Mean fCO<sub>2</sub> computed by using the relationship of [<xref ref-type="bibr" rid="scirp.62251-ref13">13</xref>] during three cruises</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle"  colspan="3"  >Cruises</th></tr></thead><tr><td align="center" valign="middle" >fCO<sub>2</sub> (μatm)</td><td align="center" valign="middle" >FOCAL 6 (January - February 84)</td><td align="center" valign="middle" >CITHER 1 (January - March 93)</td><td align="center" valign="middle" >EQUALANT 99 (July - August 99)</td></tr><tr><td align="center" valign="middle" >Measured</td><td align="center" valign="middle" >373 &#177; 23</td><td align="center" valign="middle" >370 &#177; 30</td><td align="center" valign="middle" >398 &#177; 30</td></tr><tr><td align="center" valign="middle" >Calculated</td><td align="center" valign="middle" >377 &#177; 8</td><td align="center" valign="middle" >373 &#177; 5</td><td align="center" valign="middle" >403 &#177; 11</td></tr></tbody></table></table-wrap><p>by dividing its weekly (resp. monthly) mean value by seven (resp. by 30 days). [<xref ref-type="bibr" rid="scirp.62251-ref11">11</xref>] noted a low seasonal variability of the mean values of K in the tropical Atlantic belt (14˚N - 14˚S). The mean zonal flux was computed by multiplying the gridded air-sea CO<sub>2</sub> fluxes by the surface representing each grid. Furthermore, the spatial mean air-sea CO<sub>2</sub> fluxes (in Pg-C y<sup>−1</sup>) was the sum of the air-sea CO<sub>2</sub> fluxes of each grid.</p></sec></sec><sec id="s3"><title>3. Characteristics of the Study Area</title><p>The study area (6˚N - 10˚S; 10˚E - 10˚W) was divided in two regions (see <xref ref-type="fig" rid="fig1">Figure 1</xref>(a)) according to the ocean circulation (<xref ref-type="fig" rid="fig1">Figure 1</xref>(b)). The first region from 6˚N to the Equator (0˚) was characterized by low concentrations of TA, DIC and fCO<sub>2</sub> [<xref ref-type="bibr" rid="scirp.62251-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.62251-ref13">13</xref>] . During EGEE cruises periods (<xref ref-type="fig" rid="fig2">Figure 2</xref>), the high GPCP precipitations (black bars) due to the position of the Intertropical Convergence Zone on the tropical Atlantic Ocean could affect the concentration of the CO<sub>2</sub> parameters in the north-west. Then, these low concentrations were transported eastwards in the ocean basin by the Guinea Current (GC), which is the prolongation of the North Equatorial Counter Current (NECC) [<xref ref-type="bibr" rid="scirp.62251-ref30">30</xref>] . In the second region (0˚ - 10˚S), where low GPCP precipitations (green bars) were observed during EGEE cruises, equatorial upwelling occurs slightly at the south of the Equator and extends zonally throughout the Atlantic. The mechanisms that explain the upwelling are local wind forcing and remote forcing west of the gulf of Guinea [<xref ref-type="bibr" rid="scirp.62251-ref29">29</xref>] [<xref ref-type="bibr" rid="scirp.62251-ref30">30</xref>] . The equatorial upwelling appears between April and May when there is an intensification of the winds at the south of the Equator [<xref ref-type="bibr" rid="scirp.62251-ref31">31</xref>] [<xref ref-type="bibr" rid="scirp.62251-ref32">32</xref>] . This intensification is important in boreal summer during which the cold tongue appears from June to the beginning of October [<xref ref-type="bibr" rid="scirp.62251-ref33">33</xref>] [<xref ref-type="bibr" rid="scirp.62251-ref34">34</xref>] . The upwelling brings cold water rich in CO<sub>2</sub> to the surface and then, this water mass is advected westwards by the South Equatorial Current (SEC) [<xref ref-type="bibr" rid="scirp.62251-ref1">1</xref>] .</p><p>According to [<xref ref-type="bibr" rid="scirp.62251-ref35">35</xref>] , high chlorophyll a values (5 - 10 mg・m<sup>−3</sup>) were observed in the Congo River delta (at the eastern tropical Atlantic) during the year. The Congo plume reached its maximum extent and the chlorophyll a concentration coincided with the development of the maximum offshore of chlorophyll a from May to September. The distribution of fluorescence recorded in the ocean basin is shown in <xref ref-type="fig" rid="fig3">Figure 3</xref>. These values were quite similar to those obtained by [<xref ref-type="bibr" rid="scirp.62251-ref35">35</xref>] , with maximum values higher in June than in September in EGEE 3 (<xref ref-type="fig" rid="fig3">Figure 3</xref>(c)). During all cruises, the fluorescence values were still lower around 0.2 mg・m<sup>−3</sup>. The maximum (~0.87 mg・m<sup>−3</sup>) was detected westward at 1˚N; 10˚W far from the Congo River mouth in June 2005 (<xref ref-type="fig" rid="fig1">Figure 1</xref>(c)). The value (~0.58 mg・m<sup>−3</sup>) recorded at 5.35˚S; 10.65˚E in June 2006 could be associated to the signature of the Congo River during EGEE 3 cruise which reached this River delta. However, the biological activity in the eastern tropical Atlantic was quite low due to the fact that the Typical Tropical Structure that characterizes this area has a low chlorophyll a and anutrient-depleted upper mixed [<xref ref-type="bibr" rid="scirp.62251-ref36">36</xref>] . <xref ref-type="fig" rid="fig4">Figure 4</xref> shows a case of vertical profiles of the fluorescence and nitrates during the upwelling season at 1˚S and along the transect 10˚W. In this upwelling season, the samples of seawater were done during all the cruises. The fluorescence reached 0.1 mg・m<sup>−3</sup> (resp. 0.35 mg・m<sup>−3</sup>) at the surface in June 2006 (resp. in June 2005 and 2007). The values were high at the subsurface for the three years. The profiles of nitrates were similar to those of the fluorescence, but high fluorescence was associated to a decrease of the nitrate. Moreover, nitrates were mostly consumed at the depth of the subsurface chlorophyll maximum and very low surface values were measured. This induces a weak impact of the biological activity on the oceanic CO<sub>2</sub> variability.</p></sec><sec id="s4"><title>4. Variability of the Air-Sea CO<sub>2</sub> Fluxes</title><p>Before computing TA and DIC, it is useful to remind and understand the processes, which impact the distribution of these carbon components in the ocean. Air-sea exchange of CO<sub>2</sub> changes the content of the inorganic carbon species in seawater but leaves TA unaltered. TA is the equivalent of all bases that can accept a proton to the</p><fig id="fig2"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref></label><caption><title> GPCP rainfall averaged over 10˚W - 10˚E; 6˚N - 0˚ (black) and over 10˚W - 10˚E; 0˚ - 10˚S (green) during (top) 2005, (middle) 2006 and (bottom) 2007</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/2-1470231x24.png"/></fig><fig id="fig3"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref></label><caption><title> Distribution of the fluorescence (mg・m<sup>−</sup><sup>3</sup>) at the surface during the EGEE cruises</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/2-1470231x25.png"/></fig><fig id="fig4"  position="float"><label><xref ref-type="fig" rid="fig4">Figure 4</xref></label><caption><title> Vertical profiles of (left panel) the fluorescence and (right panel) the nitrates during the upwelling season at 1˚S; 10˚W in 2005, 2006 and 2007</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/2-1470231x26.png"/></fig><p>carbonic acid endpoint. Bicarbonate and carbonate are roughly 98% of TA at pH = 8.1 [<xref ref-type="bibr" rid="scirp.62251-ref15">15</xref>] [<xref ref-type="bibr" rid="scirp.62251-ref35">35</xref>] [<xref ref-type="bibr" rid="scirp.62251-ref37">37</xref>] . Around 1% of CO<sub>2</sub>, 0.002% of carbonic acid (H<sub>2</sub>CO<sub>3</sub>), 9% of carbonate (<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x27.png" xlink:type="simple"/></inline-formula>) and 90% of bicarbonate (<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x27.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/2-1470231x28.png" xlink:type="simple"/></inline-formula>) make up the DIC [<xref ref-type="bibr" rid="scirp.62251-ref15">15</xref>] . TA and DIC were calculated in the eastern equatorial Atlantic with regression relationships DIC- SSS-SST and TA-SSS [<xref ref-type="bibr" rid="scirp.62251-ref13">13</xref>] using climatological SSS field from the World Ocean Atlas [<xref ref-type="bibr" rid="scirp.62251-ref38">38</xref>] , and monthly SST from TRMM over the 2005-2007 period. The standard errors reached respectively &#177;7.2 &#181;mol・kg<sup>−1</sup> and &#177;16.6 &#181;mol・kg<sup>−1</sup> on the predicted TA and DIC.</p><sec id="s4_1"><title>4.1. Seasonal and Interannual Variability</title><p><xref ref-type="fig" rid="fig5">Figure 5</xref> shows the seasonal cycle of the air-sea CO<sub>2</sub> fluxes in both regions (6˚N - 0˚ and 0˚ - 10˚S) in 2006, since the patterns were quite similar in 2005 and 2007 (not shown). Low values (resp. high values) were noted in January - May (resp. July - October). In the 6˚N - 0˚ area (resp. 0˚ - 10˚S area), the mean air-sea CO<sub>2</sub> fluxes ranges between −0.16 &#177; 0.66 mmol・m<sup>−2</sup>・d<sup>−1</sup> (resp. 0.78 &#177; 0.89 mmol・m<sup>−2</sup>・d<sup>−1</sup>) in March to 3.76 &#177; 1.12 mmol・m<sup>−2</sup>・d<sup>−1</sup> (resp. 4.76 &#177; 1.90 mmol・m<sup>−2</sup>・d<sup>−1</sup>) in August. When looking at the two areas, a north-south gradient was observed in the distribution of the air-sea CO<sub>2</sub> fluxes in the Gulf of Guinea. Not surprisingly the ocean CO<sub>2</sub> source was higher in south of the Equator than in the north. This gradient was due to the GC, which allowed transporting eastward−unsalted waters due to precipitations, and contributed to the dilution and the decrease of CO<sub>2</sub> in the northern region. Furthermore, at the south of the Equator, upwelled waters that made the air-sea CO<sub>2</sub> fluxes mainly driven by the oceanic fCO<sub>2</sub> supply the CO<sub>2</sub>.</p><p>The <xref ref-type="table" rid="table4">Table 4</xref> shows the air-sea CO<sub>2</sub> fluxes during the EGEE cruises. Each year has been divided into two semesters to take into account the non-upwelling (January - June) and the upwelling (included in July - December) periods in the GG. The air-sea CO<sub>2</sub> fluxes was higher (~2.5 times) in July - December in January - June for all the three years (2005, 2006 and 2007). The upwelled water was responsible for the high CO<sub>2</sub> out gassing from July to September, which increased the air-sea CO<sub>2</sub> fluxes. Low year-to-year variability of CO<sub>2</sub> fluxes was also observed for each semester. However, a slight drop appeared in 2006 compared to 2005 and 2007. This could be explained by the relative high SST in 2006, which was due to the time shift in the development of the cold tongue and the intensity of the upwelling [<xref ref-type="bibr" rid="scirp.62251-ref39">39</xref>] . Moreover, [<xref ref-type="bibr" rid="scirp.62251-ref26">26</xref>] found that the low concentration of CO<sub>2</sub> in 2006 could be caused by the transport of water, which was in contact with the atmosphere long time enough to come close to equilibrium.</p><p>To remove the seasonal and interannual variability, the anomalies of the air-sea CO<sub>2</sub> fluxes were computed</p><fig id="fig5"  position="float"><label><xref ref-type="fig" rid="fig5">Figure 5</xref></label><caption><title> Monthly air-sea CO<sub>2</sub> fluxes (mmol・m<sup>−2</sup>・d<sup>−1</sup>) estimated in the eastern equatorial Atlantic (east of 10˚W) in the north (6˚N-Equator, black line) and in the south (Equator/10˚S, dashed line). Positive (resp. negative) values represent ocean carbon source (resp. sink). Standard deviations (&#177;1σ) are indicated by vertical bars</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/2-1470231x29.png"/></fig><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> The mean seasonal CO<sub>2</sub> fluxes (mmol・m<sup>−2</sup>・d<sup>−1</sup>) for three years in the EGEE cruises</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle"  colspan="2"  >CO<sub>2</sub> fluxes (mmol・m<sup>−2</sup>・d<sup>−1</sup>)</th></tr></thead><tr><td align="center" valign="middle" >Year</td><td align="center" valign="middle" >January - June</td><td align="center" valign="middle" >July - December</td></tr><tr><td align="center" valign="middle" >2005</td><td align="center" valign="middle" >1.58 &#177; 1.16</td><td align="center" valign="middle" >4.08 &#177; 1.61</td></tr><tr><td align="center" valign="middle" >2006</td><td align="center" valign="middle" >1.39 &#177; 1.06</td><td align="center" valign="middle" >3.75 &#177; 1.47</td></tr><tr><td align="center" valign="middle" >2007</td><td align="center" valign="middle" >1.52 &#177; 1.17</td><td align="center" valign="middle" >4.01 &#177; 1.54</td></tr></tbody></table></table-wrap><p>and standardized for 2005, 2006 and 2007. During these periods, no relationship was found between ENSO index and the air-sea CO<sub>2</sub> fluxes (not shown). The Hovm&#246;ller diagram (<xref ref-type="fig" rid="fig6">Figure 6</xref>) shows a slight variation of the CO<sub>2</sub> fluxes in the south of the Equator. At 5˚S, the ocean behavior was not homogenous because of the local drop of the SST (~26˚C), which could create a sink of the CO<sub>2</sub> fluxes. At the northern part of the Equator, a significant year-to-year variability of the costal upwelling appeared during the monsoon period. The coldest months were observed in 2005 and consequently imply a high value (&gt;2 mmo・m<sup>−2</sup>・d<sup>−1</sup>) of the air-sea CO<sub>2</sub> fluxes.</p></sec><sec id="s4_2"><title>4.2. Comparison with Other Data Fluxes Estimations</title><p>This sub-section highlights the differences between the CO<sub>2</sub> fluxes estimated during EGEE 3 in 2006, the climatology of [<xref ref-type="bibr" rid="scirp.62251-ref40">40</xref>] , and the FOCAL 4 (F4, see <xref ref-type="table" rid="table2">Table 2</xref>) and FOCAL 8 (F8, see <xref ref-type="table" rid="table2">Table 2</xref>) cruises. EGEE 3 is chosen because it is the cruise during which fCO<sub>2</sub> were measured underway (see <xref ref-type="fig" rid="fig1">Figure 1</xref>(c)). The climatology of [<xref ref-type="bibr" rid="scirp.62251-ref40">40</xref>] was referenced to the year 2000 and has been built by averaging the CO<sub>2</sub> fluxes in our study area previously defined. The mean climatological fluxes in the northern (resp. in the southern) region reached 0.56 &#177; 0.24 mmol・m<sup>−2</sup>・d<sup>−1</sup> (resp. 0.74 &#177; 0.33 mmol・m<sup>−2</sup>・d<sup>−1</sup>). The weak difference between the northern and the southern fluxes (~0.18 mmol・m<sup>−2</sup>・d<sup>−1</sup>) implied that the north-south gradient was not well reproduced by the climatology of [<xref ref-type="bibr" rid="scirp.62251-ref40">40</xref>] . This could be due to the coarse resolution (4˚ latitude &#215; 5˚ longitude) used in the climatology, which</p><fig id="fig6"  position="float"><label><xref ref-type="fig" rid="fig6">Figure 6</xref></label><caption><title> Hovmoller diagram for the standardized anomalies CO<sub>2</sub> fluxes</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/2-1470231x30.png"/></fig><p>tended to smooth the difference between northern and southern waters. In the case of F4 and F8, the comparison is made by averaging the CO<sub>2</sub> fluxes between 5˚N - 5˚S and along 4˚W where data were available.</p><p>From June to December, the climatology of [<xref ref-type="bibr" rid="scirp.62251-ref40">40</xref>] (<xref ref-type="fig" rid="fig7">Figure 7</xref>), F4 and F8 mean fluxes reached 0.95 &#177; 0.5 mmol・m<sup>−2</sup>・d<sup>−1</sup>, 0.56 &#177; 1.33 mmol・m<sup>−2</sup>・d<sup>−1 </sup>and 0.82 &#177; 1.96 mmol・m<sup>−2</sup>・d<sup>−1 </sup>respectively. Our estimated fluxes by using EGEE 3 (see <xref ref-type="fig" rid="fig7">Figure 7</xref>) were 2.30 &#177; 1.55 mmol・m<sup>−2</sup>・d<sup>−1</sup>. It was two times higher than that of the climatology of Takahashi et al. [<xref ref-type="bibr" rid="scirp.62251-ref40">40</xref>] and four times higher than that of the F4 cruise and finally, three times higher than that of F8. This difference of fluxes values could be explained by the local phenomena that were not taken into account by the coarse horizontal resolution of the climatology of [<xref ref-type="bibr" rid="scirp.62251-ref40">40</xref>] . During January - May, the mean fluxes from the climatology of [<xref ref-type="bibr" rid="scirp.62251-ref40">40</xref>] were almost constant and remained on average around 0.5 mmol・m<sup>−2</sup>・d<sup>−1</sup>. From June to December, the climatological mean fluxes had the same value (~1 mmol・m<sup>−2</sup>・d<sup>−1</sup>), then falls to 0.5 mmol・m<sup>−2</sup>・d<sup>−1</sup>. Over the same period, our estimated fluxes were higher than 1 mmol・m<sup>−2</sup>・d<sup>−1</sup>.</p><p>During F4 and F8 cruises, the fluxes reached −0.25 &#177; 0.79 mmol・m<sup>−2</sup>・d<sup>−1</sup> and −0.16 &#177; 1.27 mmol・m<sup>−2</sup>・d<sup>−1</sup> (resp. 1.28 &#177; 1.32 mmol・m<sup>−2</sup>・d<sup>−1</sup> and 1.71 &#177; 2.09 mmol・m<sup>−2</sup>・d<sup>−1</sup>) in the north (resp. in the south). The weak values in the north implied an equilibrium state with the atmosphere, while the high values in the south indicated that the region was a source. The climatology of [<xref ref-type="bibr" rid="scirp.62251-ref40">40</xref>] and the EGEE 3 estimated fluxes during the same months as F4 and F8, showed positive values indicating that both regions were sources. The evolution of the northern region from an equilibrium state (FOCAL, in 1983-1984) to a source area (EGEE 3 cruises, in 2006) is in agreement with the works of [<xref ref-type="bibr" rid="scirp.62251-ref41">41</xref>] . This author showed the increase of oceanic fCO<sub>2</sub> faster than the atmospheric CO<sub>2</sub> in the southern ocean. This fact implied the decrease of the oceanic CO<sub>2</sub> sink.</p></sec></sec><sec id="s5"><title>5. Conclusions</title><p>The purpose of this paper is to 1) assess the best annual air-sea CO<sub>2</sub> fluxes estimates and 2) quantify its seasonal and interannual variability in the Gulf of Guinea. EGEE data from June 2005 to September 2007 were used to realize this work.</p><p>The relationships established by [<xref ref-type="bibr" rid="scirp.62251-ref13">13</xref>] were validated over the year in comparison of measured and calculated fCO<sub>2</sub> from FOCAL 6, CITHER 1 and EQUALANT 99 cruises. These relationships were used to map monthly fields of TA and DIC on a 1˚ &#215; 1˚ grid [<xref ref-type="bibr" rid="scirp.62251-ref42">42</xref>] from which, fCO<sub>2</sub> and monthly air-sea CO<sub>2</sub> fluxes were calculated</p><fig id="fig7"  position="float"><label><xref ref-type="fig" rid="fig7">Figure 7</xref></label><caption><title> Evolution of climatological mean air-sea CO<sub>2</sub> fluxes (red line) and EGEE fluxes in 2006 (blue line) between 6˚N - 10˚S, 10˚W - 10˚E</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/2-1470231x31.png"/></fig><p>since the biological activity had a weak impact on the variability of the oceanic CO<sub>2</sub>.</p><p>The ocean CO<sub>2</sub> source was higher in the south of the Equator than in the north. This was due to the upwelling system that transports DIC rich water at the surface. A north-south gradient was also observed in the distribution of the air-sea CO<sub>2</sub> fluxes in the Gulf of Guinea. The Guinea Current that allowed transporting eastward-unsalted waters due to precipitations and contributed to the dilution and the decrease of CO<sub>2</sub> in the north induces this gradient. In both regions, the air-sea CO<sub>2</sub> fluxes presented a clear seasonality with low values in January - May and high values in July - October. When using the same gas transfer coefficient [<xref ref-type="bibr" rid="scirp.62251-ref21">21</xref>] , the climatology of [<xref ref-type="bibr" rid="scirp.62251-ref40">40</xref>] underestimated the CO<sub>2</sub> fluxes in comparison to our estimated fluxes. The differences were explained by the north-south gradient that was not well reproduced by the climatology of [<xref ref-type="bibr" rid="scirp.62251-ref40">40</xref>] . The coarse resolution of this climatology tended to smooth the difference between northern and southern waters. On an annual basis, the Gulf of Guinea was found to be a CO<sub>2</sub> source of the atmosphere. Although fCO<sub>2</sub> was calculated in this work, it could be interested to 1) include these complementary observations in fCO<sub>2</sub> data synthesis to better estimate the air-sea CO<sub>2</sub> fluxes in the tropical Atlantic and 2) study the temporal evolution of fCO<sub>2</sub>.</p></sec><sec id="s6"><title>Acknowledgements</title><p>We thank the crew members of the N/O Ant&#233;a for their help during the cruise and particularly Bernard Bourles (IRD member), the coordinator of the EGEE/AMMA project. Grateful thank to Fidel Yoroba and Michel Agba for their advices. TMI data are available at www.remss.com. QuikScat (or SeaWinds) data are produced by Remote Sensing Systems and sponsored by the NASA Ocean Vector Winds Science Team. Data are available at www.remss.com. DIC and TA analyses have been performed by the service national d’analyses des param&#232;tres du CO<sub>2</sub> (SNAPO-CO<sub>2</sub>) at the LOCEAN laboratory.</p></sec><sec id="s7"><title>Cite this paper</title><p>UrbainKoffi,GeorgesKouadio,Yves K.Kouadio, (2016) Estimates and Variability of the Air-Sea CO<sub>2</sub> Fluxes in the Gulf of Guinea during the 2005-2007 Period. Open Journal of Marine Science,06,11-22. doi: 10.4236/ojms.2016.61002</p></sec><sec id="s8"><title>NOTES</title></sec></body><back><ref-list><title>References</title><ref id="scirp.62251-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Andrié, C., Oudot, C., Genthon, C. and Merlivat, L. (1986) CO2 Fluxes in the Tropical Atlantic during FOCAL Cruises. 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