<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "https://jats.nlm.nih.gov/nlm-dtd/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="3.0" xml:lang="en">
<front>
<journal-meta>
<journal-id journal-id-type="publisher">ESSD</journal-id>
<journal-title-group>
<journal-title>Earth System Science Data</journal-title>
<abbrev-journal-title abbrev-type="publisher">ESSD</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Earth Syst. Sci. Data</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1866-3516</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/essd-1-87-2009</article-id>
<title-group>
<article-title>CARINA oxygen data in the Atlantic Ocean</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Stendardo</surname>
<given-names>I.</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>Gruber</surname>
<given-names>N.</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>Körtzinger</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Institute of Biogeochemistry and Pollutant Dynamics, ETH Zurich, Zürich, Switzerland</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Leibniz Institute for Marine Sciences (IFM-GEOMAR), Chemical Oceanography, Kiel, Germany</addr-line>
</aff>
<pub-date pub-type="epub">
<day>23</day>
<month>12</month>
<year>2009</year>
</pub-date>
<volume>1</volume>
<issue>1</issue>
<fpage>87</fpage>
<lpage>100</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2009 I. Stendardo et al.</copyright-statement>
<copyright-year>2009</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://essd.copernicus.org/articles/1/87/2009/essd-1-87-2009.html">This article is available from https://essd.copernicus.org/articles/1/87/2009/essd-1-87-2009.html</self-uri>
<self-uri xlink:href="https://essd.copernicus.org/articles/1/87/2009/essd-1-87-2009.pdf">The full text article is available as a PDF file from https://essd.copernicus.org/articles/1/87/2009/essd-1-87-2009.pdf</self-uri>
<abstract>
<p>In the CARINA (Carbon dioxide in the Atlantic Ocean) project, a new dataset with many previously unpublished
hydrographic data from the Atlantic, Arctic and Southern Ocean was assembled
and subjected to careful quality control (QC) procedures. Here, we
present the dissolved oxygen measurements in the Atlantic region of the
dataset and describe in detail the secondary QC procedures that aim to
ensure that the data are internally consistent. This is achieved by a cross-over
analysis, i.e. the comparison of deep ocean data at places that were sampled
by different cruises at different times. Initial adjustments to the
individual cruises were then determined by an inverse procedure that computes
a set of adjustments that requires the minimum amount of adjustment and at
the same time reduces the offsets in an optimal manner. The initial
adjustments were then reviewed by the CARINA members, and only those that
passed the following two criteria were adopted: (i) the region is not subject to
substantial temporal variability, and (ii) the adjustment must be based on at
least three stations from each cruise. No adjustment was recommended for
cruises that did not fit these criteria. The final CARINA-Oxygen dataset has
103414 oxygen samples from 9491 stations obtained during 98 cruises covering
three decades. The sampling density of the oxygen data is particularly good
in the North Atlantic north of about 40&amp;deg; N especially after 1987. In
contrast, the sample density in the South Atlantic is much lower. Some
cruises appear to have poor data quality, and were subsequently omitted from
the adjusted dataset. Of the data included in the adjusted dataset, 20%
were adjusted with a mean adjustment of 2%. Due to the achieved internal consistency,
the resulting product is well suited to produce an improved climatology or to study long-term
changes in the oxygen content of the ocean. However, the adjusted dataset is not necessarily
better suited than the unadjusted data to address questions that require a high level of accuracy,
such as the computation of the saturation state.</p>
</abstract>
<counts><page-count count="14"/></counts>
</article-meta>
</front>
<body/>
<back>
<ref-list>
<title>References</title>
<ref id="ref1">
<label>1</label><mixed-citation publication-type="other" xlink:type="simple">Bindoff, N.&amp;nbsp;L. and McDougall, T.&amp;nbsp;J.: Decadal changes along an Indian ocean section at 32 degrees S and their interpretation, J. Phys. Oceanogr., 30, 1207–1222, 2000.</mixed-citation>
</ref>
<ref id="ref2">
<label>2</label><mixed-citation publication-type="other" xlink:type="simple">Bopp, L., Le &amp;nbsp;Quéré, C., Heimann, M., Manning, A.&amp;nbsp;C., and Monfray, P.: Climate-induced oceanic oxygen fluxes: Implications for the contemporary carbon budget, Global Biogeochem. Cy., 16, 1022, &lt;a href=&quot;http://dx.doi.org/10.1029/2001GB001445&quot;&gt;https://doi.org/10.1029/2001GB001445&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref3">
<label>3</label><mixed-citation publication-type="other" xlink:type="simple">Deutsch, C., Emerson, S., and Thompson, L.: Fingerprints of climate change in North Pacific oxygen, Geophys. Res. Lett., 32, L16604, &lt;a href=&quot;http://dx.doi.org/10.1029/2005GL023190&quot;&gt;https://doi.org/10.1029/2005GL023190&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref4">
<label>4</label><mixed-citation publication-type="other" xlink:type="simple">Emerson, S., Mecking, S., and Abell, J.: The biological pump in the subtropical North Pacific Ocean: Nutrient sources, Redfield ratios, and recent changes, Global Biogeochem. Cy., 15, 535–554, 2001.</mixed-citation>
</ref>
<ref id="ref5">
<label>5</label><mixed-citation publication-type="other" xlink:type="simple">Gouretski, V.&amp;nbsp;V. and Jancke, K.: Systematic errors as the cause for an apparent deep water property variability: global analysis of the WOCE and historical hydrographic data, Prog. Oceanogr., 48, 337–402, 2001.</mixed-citation>
</ref>
<ref id="ref6">
<label>6</label><mixed-citation publication-type="other" xlink:type="simple">Gruber, N. and Sarmiento, J.&amp;nbsp;L.: Larg-scale Biogeochemical/Physical Interactions in Elemental Cycles, in: THE SEA: Biological-Physical Interactions in the Oceans, edited by: Robinson, A., McCarthy, J., and Rothschild, B., Vol.&amp;nbsp;12, 337–399, John Wiley and Sons, New York, 2002.</mixed-citation>
</ref>
<ref id="ref7">
<label>7</label><mixed-citation publication-type="other" xlink:type="simple">Gruber, N., Gloor, M., Fan, S.&amp;nbsp;M., and Sarmiento, J.&amp;nbsp;L.: Air-sea flux of oxygen estimated from bulk data: Implications for the marine and atmospheric oxygen cycles, Global Biogeochem. Cy., 15, 783–803, 2001.</mixed-citation>
</ref>
<ref id="ref8">
<label>8</label><mixed-citation publication-type="other" xlink:type="simple">Hamme, R.&amp;nbsp;C. and Keeling, R.&amp;nbsp;F.: Ocean ventilation as a driver of interannual variability in atmospheric potential oxygen, Tellus B, 60, 706–717, &lt;a href=&quot;http://dx.doi.org/10.1111/j.1600-0889.2008.00376.x&quot;&gt;https://doi.org/10.1111/j.1600-0889.2008.00376.x&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref9">
<label>9</label><mixed-citation publication-type="other" xlink:type="simple">Hoffmann, M. and Schellnhuber, H.-J.: Oceanic acidification affects marine carbon pump and triggers extended marine oxygen hole, PNAS, 106, 3017–3022, 2009.</mixed-citation>
</ref>
<ref id="ref10">
<label>10</label><mixed-citation publication-type="other" xlink:type="simple">Johnson, G.&amp;nbsp;C. and Gruber, N.: Decadal water mass variations along 20 degrees W in the Northeastern Atlantic Ocean, Progr. Oceanogr., 73, 277–295, &lt;a href=&quot;http://dx.doi.org/10.1016/j.pocean.2006.03.022&quot;&gt;https://doi.org/10.1016/j.pocean.2006.03.022&lt;/a&gt;, 2007.</mixed-citation>
</ref>
<ref id="ref11">
<label>11</label><mixed-citation publication-type="other" xlink:type="simple">Johnson, G.&amp;nbsp;C., Robbins, P.&amp;nbsp;E., and Hufford, G.&amp;nbsp;E.: Systematic adjustments of hydrographic sections for internal consistency, J. Atmos. Ocean. Tech., 18, 1234–1244, 2001.</mixed-citation>
</ref>
<ref id="ref12">
<label>12</label><mixed-citation publication-type="other" xlink:type="simple">Johnson, G.&amp;nbsp;C., Bullister, J.&amp;nbsp;L., and Gruber, N.: Labrador Sea Water property variations in the northeastern Atlantic Ocean, Geophys. Res. Lett., 32, L07602,  &lt;a href=&quot;http://dx.doi.org/10.1029/2005GL022404&quot;&gt;https://doi.org/10.1029/2005GL022404&lt;/a&gt;, 2005.</mixed-citation>
</ref>
<ref id="ref13">
<label>13</label><mixed-citation publication-type="other" xlink:type="simple">Keeling, R.&amp;nbsp;F., Körtzinger, A., and Gruber, N.: Ocean deoxygengation in a warming world, Annu. Rev. Mar. Sci., 2, &lt;a href=&quot;http://dx.doi.org/10.1146/annurev.marine.010908.163855&quot;&gt;https://doi.org/10.1146/annurev.marine.010908.163855&lt;/a&gt;, 2010.</mixed-citation>
</ref>
<ref id="ref14">
<label>14</label><mixed-citation publication-type="other" xlink:type="simple">Key, R.&amp;nbsp;M., Kozyr, A., Sabine, C.&amp;nbsp;L., Lee, K., Wanninkhof, R., Bullister, J.&amp;nbsp;L., Feely, R.&amp;nbsp;A., Millero, F.&amp;nbsp;J., Mordy, C., and Peng, T.&amp;nbsp;H.: A global ocean carbon climatology: Results from Global Data Analysis Project (GLODAP), Global Biogeochem. Cy., 18, GB4031, &lt;a href=&quot;http://dx.doi.org/10.1029/2004GB002247&quot;&gt;https://doi.org/10.1029/2004GB002247&lt;/a&gt;, 2004.</mixed-citation>
</ref>
<ref id="ref15">
<label>15</label><mixed-citation publication-type="other" xlink:type="simple">Key, R. M., Tanhua, T., Olsen, A., Hoppema, M., Jutterström, S., Schirnick, C., van Heuven, S., Kozyr, A., Lin, X., Velo, A., Wallace, D. W. R., and Mintrop, L.: The CARINA data synthesis project: introduction and overview, Earth Syst. Sci. Data Discuss., 2, 579–624, 2009.</mixed-citation>
</ref>
<ref id="ref16">
<label>16</label><mixed-citation publication-type="other" xlink:type="simple">Körtzinger, A., Riser, S.&amp;nbsp;C., and Gruber, N.: Oceanic oxygen: the oceanographer&apos;s canary bird of climate change, ARGO Newsletter, 7, 2–3, 2006.</mixed-citation>
</ref>
<ref id="ref17">
<label>17</label><mixed-citation publication-type="other" xlink:type="simple">Lamb, M.&amp;nbsp;F., Sabine, C.&amp;nbsp;L., Feely, R.&amp;nbsp;A., Wanninkhof, R., Key, R.&amp;nbsp;M., Johnson, G.&amp;nbsp;C., Millero, F.&amp;nbsp;J., Lee, K., Peng, T.&amp;nbsp;H., Kozyr, A., Bullister, J.&amp;nbsp;L., Greeley, D., Byrne, R.&amp;nbsp;H., Chipman, D.&amp;nbsp;W., Dickson, A.&amp;nbsp;G., Goyet, C., Guenther, P.&amp;nbsp;R., Ishii, M., Johnson, K.&amp;nbsp;M., Keeling, C.&amp;nbsp;D., Ono, T., Shitashima, K., Tilbrook, B., Takahashi, T., Wallace, D. W.&amp;nbsp;R., Watanabe, Y.&amp;nbsp;W., Winn, C., and Wong, C.&amp;nbsp;S.: Consistency and synthesis of Pacific Ocean CO&lt;sub&gt;2&lt;/sub&gt; survey data, Deep-Sea Res. Pt. II, 49, 21–58, 2002.</mixed-citation>
</ref>
<ref id="ref18">
<label>18</label><mixed-citation publication-type="other" xlink:type="simple">Matear, R.&amp;nbsp;J., Hirst, A.&amp;nbsp;C., and McNeil, B.&amp;nbsp;I.: Changes in dissolved oxygen in the Southern Ocean with climate change, Geochem. Geophys. Geosyst., 1, 2000GC000086, 2000.</mixed-citation>
</ref>
<ref id="ref19">
<label>19</label><mixed-citation publication-type="other" xlink:type="simple">Oschlies, A., Schulz, K.&amp;nbsp;G., Riebesell, U., and Schmittner, A.: Simulated 21st century&apos;s increase in oceanic suboxia by CO2-enhanced biotic carbon export, Global Biogeochem. Cy., 22, GB4008, &lt;a href=&quot;http://dx.doi.org/10.1029/2007GB003147&quot;&gt;https://doi.org/10.1029/2007GB003147&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref20">
<label>20</label><mixed-citation publication-type="other" xlink:type="simple">Pierrot, D., Brown, P., van Heuven, S., Tanhua, T., Schuster, U., Wanninkhof, R., and Key, R.&amp;nbsp;M.: CARINA TCO&lt;sub&gt;2&lt;/sub&gt; data in the Atlantic Ocean, Earth Syst. Sci. Data Discuss., in press, 2009.</mixed-citation>
</ref>
<ref id="ref21">
<label>21</label><mixed-citation publication-type="other" xlink:type="simple">Plattner, G.&amp;nbsp;K., Joos, F., and Stocker, T.&amp;nbsp;F.: Revision of the global carbon budget due to changing air-sea oxygen fluxes, Global Biogeochem. Cy., 16, 1096, &lt;a href=&quot;http://dx.doi.org/10.1029/2001GB001746&quot;&gt;https://doi.org/10.1029/2001GB001746&lt;/a&gt;, 2002.</mixed-citation>
</ref>
<ref id="ref22">
<label>22</label><mixed-citation publication-type="other" xlink:type="simple">Sabine,C.&amp;nbsp;L., Key, R.&amp;nbsp;M., Kozyr, A., Feely, R.&amp;nbsp;A., Wanninkhof,R., Millero, F.&amp;nbsp;J., Peng,T.-H., Bullister,J.&amp;nbsp;L., and Lee, K.: Global Ocean Data Analysis Project (GLODAP): Results and data, Rep. ORNL/CDIAC-145/NDP-083,1096, Carbon Dioxide Inf. Anal. Cent., Oak Ridge Natl. Lab., U.S. Dep. of Energy, Oak Ridge, Tenn., 2005.</mixed-citation>
</ref>
<ref id="ref23">
<label>23</label><mixed-citation publication-type="other" xlink:type="simple">Sarmiento, J.&amp;nbsp;L. and Gruber, N.: Oncean Biogeochemical Dynamics, Princeton University Press, Princeton, New Jersey, 08540, 2006.</mixed-citation>
</ref>
<ref id="ref24">
<label>24</label><mixed-citation publication-type="other" xlink:type="simple">Steinfeldt, R., Tanhua, T., Bullister, J. L., Key, R. M., Rhein, M., and Köhler, J.: Atlantic CFC data in CARINA, Earth Syst. Sci. Data Discuss., 2, 27–61, 2009.</mixed-citation>
</ref>
<ref id="ref25">
<label>25</label><mixed-citation publication-type="other" xlink:type="simple">Stramma, L., Johnson, G.&amp;nbsp;C., Sprintall, J., and Mohrholz, V.: Expanding oxygen-minimum zones in the tropical oceans, Science, 320, 655–658, &lt;a href=&quot;http://dx.doi.org/10.1126/science.1153847&quot;&gt;https://doi.org/10.1126/science.1153847&lt;/a&gt;, 2008.</mixed-citation>
</ref>
<ref id="ref26">
<label>26</label><mixed-citation publication-type="other" xlink:type="simple">Tanhua, T., Steinfeldt, R., Key, R. M., Brown, P., Gruber, N., Wanninkhof, R., Perez, F., Körtzinger, A., Velo, A., Schuster, U., van Heuven, S., Bullister, J. L., Stendardo, I., Hoppema, M., Olsen, A., Kozyr, A., Pierrot, D., Schirnick, C., and Wallace, D. W. R.: Atlantic Ocean CARINA data: overview and salinity adjustments, Earth Syst. Sci. Data Discuss., 2, 241–280, 2009a.</mixed-citation>
</ref>
<ref id="ref27">
<label>27</label><mixed-citation publication-type="other" xlink:type="simple">Tanhua, T., van Heuven, S., Key, R. M., Velo, A., Olsen, A., and Schirnick, C.: Quality control procedures and methods of the CARINA database, Earth Syst. Sci. Data Discuss., 2, 205–240, 2009b.</mixed-citation>
</ref>
<ref id="ref28">
<label>28</label><mixed-citation publication-type="other" xlink:type="simple">Tanhua, T., Brown, P. J., and Key, R. M.: CARINA: nutrient data in the Atlantic Ocean, Earth Syst. Sci. Data, 1, 7–24, 2009c.</mixed-citation>
</ref>
<ref id="ref29">
<label>29</label><mixed-citation publication-type="other" xlink:type="simple">Velo, A., Perez, F. F., Brown, P., Tanhua, T., Schuster, U., and Key, R. M.: CARINA alkalinity data in the Atlantic Ocean, Earth Syst. Sci. Data, 1, 45–61, 2009.</mixed-citation>
</ref>
</ref-list>
</back>
</article>