<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.earth-syst-sci-data-discuss.net/inc/essdd/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Earth System Science Data Discussions</journal_title>
		<journal_url>www.earth-syst-sci-data-discuss.net</journal_url>
		<eissn>1866-3591</eissn>
		<volume_number>2</volume_number>
		<issue_number>1</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/essdd-2-421-2009</doi>
	<article_url>http://www.earth-syst-sci-data-discuss.net/2/421/2009/</article_url>
	<abstract_html>http://www.earth-syst-sci-data-discuss.net/2/421/2009/essdd-2-421-2009.html</abstract_html>
	<fulltext_pdf>http://www.earth-syst-sci-data-discuss.net/2/421/2009/essdd-2-421-2009.pdf</fulltext_pdf>
	<start_page>421</start_page>
	<end_page>475</end_page>
	<publication_date>2009-10-13</publication_date>
	<article_title content_type="html">CARINA data synthesis project: pH data scale unification and cruise adjustments</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>A. Velo</name>
			<email>avelo@iim.csic.es</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>F. F. Pérez</name>
		</author>
		<author numeration="3" affiliations="2">
			<name>X. Lin</name>
		</author>
		<author numeration="4" affiliations="2">
			<name>R. M. Key</name>
		</author>
		<author numeration="5" affiliations="3">
			<name>T. Tanhua</name>
		</author>
		<author numeration="6" affiliations="1">
			<name>M. de la Paz</name>
		</author>
		<author numeration="7" affiliations="4">
			<name>S. van Heuven</name>
		</author>
		<author numeration="8" affiliations="5">
			<name>S. Jutterström</name>
		</author>
		<author numeration="9" affiliations="1">
			<name>A. F. Ríos</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Instituto de Investigaciones Marinas, CSIC, Eduardo Cabello, 6, 36208 Vigo, Spain</affiliation>
		<affiliation numeration="2" content_type="html">Atmospheric and Oceanic Sciences Program, Princeton University, Princeton, NJ, USA</affiliation>
		<affiliation numeration="3" content_type="html">Leibniz-Institute für Meereswissenschaften, Marine Biogeochemie, Kiel, Germany</affiliation>
		<affiliation numeration="4" content_type="html">Netherlands Institute for Sea Research, Texel, The Netherlands</affiliation>
		<affiliation numeration="5" content_type="html">Institutionen för kemi, Göteborgs universitet, Göteborg, Sweden</affiliation>
	</affiliations>
	<abstract content_type="html">Data on carbon and carbon-relevant hydrographic and hydrochemical parameters
from previously non-publicly available cruise data sets in the Artic
Mediterranean Seas (AMS), Atlantic and Southern Ocean have been retrieved
and merged to a new database: CARINA (CARbon IN the Atlantic).

&lt;br&gt;&lt;br&gt;
These data have gone through rigorous quality control (QC) procedures to
assure the highest possible quality and consistency. The data for most of
the measured parameters in the CARINA database were objectively examined in
order to quantify systematic differences in the reported values, i.e.
secondary quality control. Systematic biases found in the data have been
corrected in the data products, i.e. three merged data files with measured,
calculated and interpolated data for each of the three CARINA regions; AMS,
Atlantic and Southern Ocean. Out of a total of 188 cruise entries in the
CARINA database, 59 reported pH measured values.

&lt;br&gt;&lt;br&gt;
Here we present details of the secondary QC on pH for the CARINA database.
Procedures of quality control, including crossover analysis between cruises
and inversion analysis of all crossover data are briefly described.
Adjustments were applied to the pH values for 21 of the cruises in the
CARINA dataset. With these adjustments the CARINA database is consistent
both internally as well as with GLODAP data, an oceanographic data set based
on the World Hydrographic Program in the 1990s. Based on our analysis we
estimate the internal accuracy of the CARINA pH data to be 0.005 pH units.
The CARINA data are now suitable for accurate assessments of, for example,
oceanic carbon inventories and uptake rates and for model validation.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Bates, R. and Vijh, A.: Determination of pH: Theory and practice, J. Electrochem. Soc., 120, 263C, 1973. </reference>
		<reference numeration="2" content_type="text"> Caldeira, K. and Wickett, M.: Anthropogenic carbon and ocean pH, Nature, 425, 365–365, 2003. </reference>
		<reference numeration="3" content_type="text"> Clayton, T. D. and Byrne, R. H.: Spectrophotometric seawater pH measurements: total hydrogen ion concentration scale calibration of m-cresol purple and at-sea results, Deep-Sea Res., 40, 2115–2129, 1993. </reference>
		<reference numeration="4" content_type="text"> Dickson, A. and Riley, J.: The estimation of acid dissociation constants in seawater media from potentiometric titrations with strong base. I. The ionic product of water (Kw), Mar. Chem., 7, 89–99, 1979. </reference>
		<reference numeration="5" content_type="text"> Dickson, A.: pH scales and proton-transfer reactions in saline media such as sea water, Name: Geochim. Cosmochim. Acta, 1984. </reference>
		<reference numeration="6" content_type="text"> Dickson, A. and Millero, F.: A comparison of the equilibrium constants for the dissociation of carbonic acid in seawater media, Deep-Sea Res., 34, 1733–1743, 1987. </reference>
		<reference numeration="7" content_type="text"> Dickson, A.: Standard potential of the reaction: AgCl (s)+1/2H&lt;sub&gt;2&lt;/sub&gt; (g)=Ag (s)+HCl (aq), and the standard acidity constant of the ion HSO$_4^-$ in synthetic sea water from 273.15 to 318.15 K, J. Chem. Thermodyn., 22, 113–127, 1990. </reference>
		<reference numeration="8" content_type="text"> Dickson, A. G.: The measurement of sea water pH, Mar. Chem., 44, 131–142, 1993. </reference>
		<reference numeration="9" content_type="text"> Friis, K., Körtzinger, A., and Wallace, D.: Spectrophotometric pH measurement in the ocean: Requirements, design, and testing of an autonomous charge-coupled device detector system, Limnol. Oceanogr.: Methods, 2, 126–136, 2004. </reference>
		<reference numeration="10" content_type="text"> Hansson, I.: A new set of pH scales and standard buffers for sea water, Deep-Sea Res., 20, 471–491, 1973. </reference>
		<reference numeration="11" content_type="text"> 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., submitted, 2009 </reference>
		<reference numeration="12" content_type="text"> Lewis, E., Wallace, D., and Allison, L.: Program developed for CO&lt;sub&gt;2&lt;/sub&gt; system calculations, ORNL/CDIAC-105, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, Tennessee, 1998. </reference>
		<reference numeration="13" content_type="text"> Mehrbach, C., Culberson, C., Hawley, J., and Pytkowicz, R.: Measurement of the apparent dissociation constants of carbonic acid in seawater at atmospheric pressure, Limnol. Oceanogr., 897–907, 1973. </reference>
		<reference numeration="14" content_type="text"> Millero, F., Zhang, J., Fiol, S., Sotolongo, S., Roy, R., Lee, K., and Mane, S.: The use of buffers to measure the pH of seawater, Mar. Chem., 44, 143–152, 1993. </reference>
		<reference numeration="15" content_type="text"> Morris, A. and Riley, J.: The bromide/chlorinity and sulphate/chlorinity ratio in sea water, Deep-Sea Res., 13, 699–705, 1966. </reference>
		<reference numeration="16" content_type="text"> Olafsson, J., Olafsdottir, S., Benoit-Cattin, A., Danielsen, M., and Takahashi, T.: North Atlantic Ocean acidification from time series measurements, IOP Conf. Ser.: Earth Environ. Sci., 6, 462005, 2009, </reference>
		<reference numeration="17" content_type="text"> Pérez, F. and Fraga, F.: The pH measurements in seawater on NBS scale, Marine Chemistry, 21, 315–327, 1987. </reference>
		<reference numeration="18" content_type="text"> Pierrot, D., Lewis, E., and Wallace, D. W. R.: MS Excel Program Developed for CO&lt;sub&gt;2&lt;/sub&gt; System Calculations, ORNL/CDIAC-105. Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, Tennessee, 2006. </reference>
		<reference numeration="19" content_type="text"> Raven, J., Caldeira, K., Elderfield, H., Hoegh-Guldberg, O., Liss, P., Riebesell, U., Shepherd, J., Turley, C., and Watson, A.: Ocean acidification due to increasing atmospheric carbon dioxide, The Royal Society, London, 2005. </reference>
		<reference numeration="20" content_type="text"> Riley, J.: The occurrence of anomalously high fluoride concentrations in the North Atlantic, Deep-Sea Res., 12, 219–220, 1965. </reference>
		<reference numeration="21" content_type="text"> Sørensen, S.: Enzymstudien II. Über die Messung und die Bedeutung der Wasserstoffionen-Konzentration bei enzymatischen Prozessen, Biochem. Z., 21, 131–199, 1909. </reference>
		<reference numeration="22" content_type="text"> Takahashi, T., Williams, R., and Bos, D.: Carbonate chemistry, GEOSECS Pacific Expedition, 3, 1973–1974, 1982. </reference>
		<reference numeration="23" content_type="text"> 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, 2009. </reference>
		<reference numeration="24" content_type="text"> van Heuven, S., Pierrot, D., Lewis, E., and Wallace, D.: MATLAB Program developed for CO&lt;sub&gt;2&lt;/sub&gt; system calculations, ORNL/CDIAC-105b, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, Tennessee, 2009. </reference>
		<reference numeration="25" content_type="text"> Zeebe, R. and Wolf-Gladrow, D.: CO2 in seawater: equilibrium, kinetics, isotopes, Elsevier Science, 2001.  </reference>
	</references>
</article>

