<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.biogeosciences.net/inc/bg/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Biogeosciences</journal_title>
		<journal_url>www.biogeosciences.net</journal_url>
		<issn>1726-4170</issn>
		<eissn>1726-4189</eissn>
		<volume_number>6</volume_number>
		<issue_number>10</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/bg-6-2121-2009</doi>
	<article_url>http://www.biogeosciences.net/6/2121/2009/</article_url>
	<abstract_html>http://www.biogeosciences.net/6/2121/2009/bg-6-2121-2009.html</abstract_html>
	<fulltext_pdf>http://www.biogeosciences.net/6/2121/2009/bg-6-2121-2009.pdf</fulltext_pdf>
	<start_page>2121</start_page>
	<end_page>2133</end_page>
	<publication_date>2009-10-08</publication_date>
	<article_title content_type="html">Technical Note: Approaches and software tools to investigate the impact of ocean acidification</article_title>
	<authors>
		<author numeration="1" affiliations="1,2">
			<name>J.-P. Gattuso</name>
			<email>gattuso@obs-vlfr.fr</email>
		</author>
		<author numeration="2" affiliations="1,2">
			<name>H. Lavigne</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">CNRS-INSU, Laboratoire d&apos;Océanographie de Villefranche, BP 28, 06234 Villefranche-sur-Mer Cedex, France</affiliation>
		<affiliation numeration="2" content_type="html">Université Pierre et Marie Curie-Paris 6, Observatoire Océanologique de Villefranche, 06230 Villefranche-sur-Mer Cedex, France</affiliation>
	</affiliations>
	<abstract content_type="html">Although future changes in the seawater carbonate chemistry are well
constrained, their impact on marine organisms and ecosystems remains
poorly known. The biological response to ocean acidification is
a recent field of research as most purposeful experiments have only
been carried out in the late 1990s. The potentially dire consequences
of ocean acidification attract scientists and students with a limited
knowledge of the carbonate chemistry and its experimental
manipulation. Hence, some guidelines on carbonate chemistry
manipulations may be helpful for the growing ocean acidification
community to maintain comparability. Perturbation experiments are one
of the key approaches used to investigate the biological response to
elevated pCO&lt;sub&gt;2&lt;/sub&gt;. They are based on measurements of
physiological or metabolic processes in organisms and communities
exposed to seawater with normal or altered carbonate
chemistry. Seawater chemistry can be manipulated in different ways
depending on the facilities available and on the question being
addressed. The goal of this paper is (1) to examine the benefits and
drawbacks of various manipulation techniques and (2) to describe a new
version of the R software package &lt;i&gt;seacarb&lt;/i&gt; which includes new
functions aimed at assisting the design of ocean acidification
perturbation experiments. Three approaches closely mimic the on-going
and future changes in the seawater carbonate chemistry: gas bubbling,
addition of high-CO&lt;sub&gt;2&lt;/sub&gt; seawater as well as combined additions of
acid and bicarbonate and/or carbonate.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Agegian, C R.: The biogeochemical ecology of \textitPorolithon gardineri (Foslie), Ph.D. thesis, University of Hawaii, 1985. </reference>
		<reference numeration="2" content_type="text"> Ben-Yaakov, S. and Goldhaber, M.: The influence of sea water composition on the apparent constants of the carbonate system, Deep-Sea Res., 20, 87–99, 1973. </reference>
		<reference numeration="3" content_type="text"> Borowitzka, M A.: Photosynthesis and calcification in the articulated coralline red algae \textitAmphiroa anceps and \textitA. foliacea, Mar. Biol., 62(1), 17–23, 1981. </reference>
		<reference numeration="4" content_type="text"> Bouxin, H.: Action des acides sur le squelette des larves de l&apos;oursin \textitParacentrotus lividus. Influence du pH, C. R. Soc. Biol., 94, 453–455, 1926. </reference>
		<reference numeration="5" content_type="text"> Delille, B., Harlay, J., Zondervan, I., Jacquet, S., Chou, L., Wollast, R., Bellerby, R. G J., Frankignoulle, M., Borges, A V., Riebesell, U., and Gattuso, J.-P.: Response of primary production and calcification to changes of p\chemCO_2 during experimental blooms of the coccolithophorid \textitEmiliania huxleyi, Global Biogeochem. Cy., 19, GB2023, doi:10.1029/2004GB002318, 2005. </reference>
		<reference numeration="6" content_type="text">Dickson, A. G. and Riley, J. P.: The estimation of acid dissociation constants in seawater media from potentiometric titrations with strong base. I. The ionic product of water, Mar. Chem., 7, 89–99, 1979. </reference>
		<reference numeration="7" content_type="text"> Dickson, A G., Sabine, C L., and Christian, J R.: Guide to best practices for ocean \chemCO_2 measurements, PICES Special Publication, 3, 1–191, 2007. </reference>
		<reference numeration="8" content_type="text"> DOE: Handbook of methods for the analysis of the various parameters of the carbon dioxide system in sea water, version 2, ORNL/CDIAC; location is Oak Ridge, Tennessee, 1994. </reference>
		<reference numeration="9" content_type="text"> Engel, A., Delille, B., Jacquet, S., Riebesell, U., Rochelle-Newall, E., Terbrggen, A., and Zondervan, I.: Transparent exopolymer particles and dissolved organic carbon production by \textitEmiliania huxleyi exposed to different \chemCO_2 concentrations: a mesocosm experiment, Aquat. Microb. Ecol., 34(1), 93–104, 2004. </reference>
		<reference numeration="10" content_type="text"> Feng, Y., Warner, M., Zhang, Y., Sun, J., Fu, F., Rose, J., and Hutchins, D.: Interactive effects of increased p\chemCO_2, temperature and irradiance on the marine coccolithophore \textitEmiliania huxleyi (Prymnesiophyceae), Eur. J. Phycol., 43, 87–98, 2008. </reference>
		<reference numeration="11" content_type="text"> Garcia, H., Locarnini, R., Boyer, T., and Antonov, J.: World Ocean Atlas 2005. Volume 4: Nutrients (phosphate, nitrate, silicate), in: NOAA Atlas NESDIS 64, edited by: Levitus, S., 1–396, US Government Printing Office, Washington, DC, 2006. </reference>
		<reference numeration="12" content_type="text"> Gattuso, J.-P., Frankignoulle, M., Bourge, I., Romaine, S., and Buddemeier, R W.: Effect of calcium carbonate saturation of seawater on coral calcification, Global Planet Change, 18, 37–46, 1998. </reference>
		<reference numeration="13" content_type="text"> Iglesias-Rodriguez, M., Halloran, P., Rickaby, R., Hall, I., Colmenero-Hidalgo, E., Gittins, J., Green, D., Tyrrell, T., Gibbs, S., von Dassow, P., Rehm, E., Armbrust, E., and Boessenkool, K.: Phytoplankton calcification in a high-\chemCO_2 world, Science, 320, 336–340, 2008a. </reference>
		<reference numeration="14" content_type="text"> Iglesias-Rodriguez, M D., Buitenhuis, E T., Raven, J A., Schofield, O., Poulton, A J., Gibbs, S., Halloran, Paul, R., and de~Baar, H. J W.: Response to Comment on Phytoplankton calcification in a high-\chemCO_2 world, Science, 322, 1466c–1466c, 2008b. </reference>
		<reference numeration="15" content_type="text"> Keeling, R., Piper, S., Bollenbacher, A., and Walker, J.: Atmospheric \chemCO_2 records from sites in the SIO air sampling network, in: Trends: a compendium of data on global change, Oak Ridge National Laboratory, US Department of Energy, 2008. </reference>
		<reference numeration="16" content_type="text"> Kleypas, J A., Feely, R A., Fabry, V J., Langdon, C., Sabine, C L., and Robbins, L L.: Impacts of ocean acidification on coral reefs and other marine calcifiers: a guide for future research, Institute for the Study of Society and Environment (ISSE) of the University Corporation for Atmospheric Research (UCAR), Boulder, Colorado, 2006. </reference>
		<reference numeration="17" content_type="text"> Langdon, C.: Review of experimental evidence for effects of \chemCO_2 on calcification of reef builders, in: Proceedings of the 9th International Coral Reef Symposium, 1091–1098, Bali, 2000. </reference>
		<reference numeration="18" content_type="text"> Langdon, C., Takahashi, T., Marubini, F., Atkinson, M., Sweeney, C., Aceves, H., Barnett, H., Chipman, D., and Goddard, J.: Effect of calcium carbonate saturation state on the rate of calcification of an experimental coral reef, Global Biogeochem. Cy., 14, 639–654, 2000. </reference>
		<reference numeration="19" content_type="text"> Lavigne, H., Proye, A., and Gattuso, J.-P.: seacarb 2.0, an R package to calculate parameters of the seawater carbonate system, online available at: prefixhttp://cran.r-project.org/web/packages/seacarb/index.html, 2008. </reference>
		<reference numeration="20" content_type="text"> Lueker, T J., Dickson, A., and Keeling, C D.: Ocean p\chemCO_2 calculated from dissolved inorganic carbon, alkalinity, and equations for K1 and K2: validation based on laboratory measurements of \chemCO_2 in gas and seawater at equilibrium, Mar. Chem., 70(1–3), 105–119, 2000. </reference>
		<reference numeration="21" content_type="text"> MARGO Project Members: Constraints on the magnitude and patterns of ocean cooling at the Last Glacial Maximum, Nat. Geosci., 2, 127–132, 2009. </reference>
		<reference numeration="22" content_type="text"> Marubini, F. and Thake, B.: Bicarbonate addition promotes coral growth, Limnol. Oceanogr., 44(3), 716–720, 1999. </reference>
		<reference numeration="23" content_type="text"> Naki\&apos;cenovi\&apos;c, N. and Swart, R. (eds.): Special report on emissions scenarios : a special report of Working Group III of the Intergovernmental Panel on Climate Change, Cambridge University Press, Cambridge, 2000. </reference>
		<reference numeration="24" content_type="text"> Paul, A. and Schäfer-Neth, C.: Modeling the water masses of the Atlantic Ocean at the Last Glacial Maximum, Paleoceanography, 18, 1058, doi:10.1029/2002PA000783, 2003. </reference>
		<reference numeration="25" content_type="text">Perez, F. F., and Fraga, F.:Association constant of fluoride and hydrogen ions in seawater, Mar. Chem., 21, 161–168, 1987. </reference>
		<reference numeration="26" content_type="text"> Petit, J R., Jouzel, J., Raynaud, D., Barkov, N., Barnola, J.-M., Basile, I., Bender, M., Chappellaz, J., Davis, J., Delaygue, G., Delmotte, M., Kotlyakov, V., Legrand, M., Lipenkov, V., Lorius, C., Pépin, L., Ritz, C., Saltzman, E., and Stievenard, M.: Vostok ice core data for 420,000 years, vol. Contribution Series #2001-076, NOAA/NGDC Paleoclimatology Program, 2001. </reference>
		<reference numeration="27" content_type="text"> Plattner, G., Joos, F., Stocker, T., and Marchal, O.: Feedback mechanisms and sensitivities of ocean carbon uptake under global warming, Tellus B, 53, 564–592, 2001. </reference>
		<reference numeration="28" content_type="text"> Proye, A. and Gattuso, J.-P.: seacarb, an R package to calculate parameters of the seawater carbonate system, prefixhttp://cran.r-project.org/web/packages/seacarb/index.html, 2003. </reference>
		<reference numeration="29" content_type="text"> R Development Core Team: R: A Language and Environment for Statistical Computing, R Foundation for Statistical Computing, Vienna, Austria, online available at: prefixhttp://www.R-project.org, ISBN 3-900051-07-0, 2008.  </reference>
		<reference numeration="30" content_type="text"> Riebesell, U., Bellerby, R. G J., Engel, A., Fabry, V J., Hutchins, D A., Reusch, T. B H., Schulz, K G., and Morel, F. M M.: Comment on \qutPhytoplankton calcification in a high-\chemCO_2 world, Science, 322, 1466b–1466b, 2008. \bibitem[Roy et~al.(1993)Roy, Roy, Vogel, Porter-Moore, Pearson, Good, Millero, and Campbell] Roy1993Roy, R N., Roy, L N., Vogel, K M., Porter-Moore, C., Pearson, T., Good, C E., Millero, F J., and Campbell, D M.: The dissociation constants of carbonic acid in seawater at salinities 5 to 45 and temperatures 0 to 45\degreeC, Mar. Chem., 44, 249–267, 1993. </reference>
		<reference numeration="31" content_type="text"> Sabine, C., Feely, R., Gruber, N., Key, R., Lee, K., Bullister, J., Wanninkhof, R., Wong, C., Wallace, D., Tilbrook, B., Millero, F., Peng, T., Kozyr, A., Ono, T., and Rios, A.: The oceanic sink for anthropogenic \chemCO_2, Science, 305(5682), 367–371, 2004. </reference>
		<reference numeration="32" content_type="text"> Schneider, K. and Erez, J.: The effect of carbonate chemistry on calcification and photosynthesis in the hermatypic coral \textitAcropora eurystoma, Limnol. Oceanogr., 51, 1284–1293, 2006. </reference>
		<reference numeration="33" content_type="text"> Sciandra, A., Harlay, J., Lefèvre, D., Lemée, R., Rimmelin, P., Denis, M., and Gattuso, J.-P.: Response of the coccolithophorid \textitEmiliania huxleyi to elevated partial pressure of \chemCO_2 under nitrate limitation, Mar. Ecol.-Prog. Ser., 261, 111–122, 2003.  </reference>
		<reference numeration="34" content_type="text">Shi, D., Xu, Y., and Morel, F. M. M.: Effects of the pH/$p$CO&lt;sub&gt;2&lt;/sub&gt; control method on medium chemistry and phytoplankton growth, Biogeosciences, 6, 1199–1207, 2009. </reference>
		<reference numeration="35" content_type="text"> Smith, A D. and Roth, A A.: Effect of carbon dioxide concentration on calcification in the red coralline alga \textitBossiella orbigniana, Mar. Biol., 52, 217–225, 1979. </reference>
		<reference numeration="36" content_type="text"> Swift, E. and Taylor, W R.: The effect of pH on the division rate of the coccolithophorid \textitCricosphaera elongata, J. Phycol., 2, 121–125, 1966. </reference>
		<reference numeration="37" content_type="text"> Trimborn, S., Langer, G., and Rost, B.: Effect of varying calcium concentrations and light intensities on calcification and photosynthesis in \textitEmiliania huxleyi, Limnol. Oceanogr., 52, 2285–2293, 2007. </reference>
		<reference numeration="38" content_type="text"> Wolf-Gladrow, D A., Zeebe, R E., Klaas, C., Körtzinger, A., and Dickson, A G.: Total alkalinity: The explicit conservative expression and its application to biogeochemical processes, Mar. Chem., 106, 287–300, 2007. </reference>
		<reference numeration="39" content_type="text"> Zeebe, R E. and Wolf-Gladrow, D A.: \chemCO_2 in seawater: equilibrium, kinetics, isotopes, Elsevier, Amsterdam, 2001. </reference>
	</references>
</article>

