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	<journal>
		<journal_title>Biogeosciences</journal_title>
		<journal_url>www.biogeosciences.net</journal_url>
		<issn>1726-4170</issn>
		<eissn>1726-4189</eissn>
		<volume_number>5</volume_number>
		<issue_number>3</issue_number>
		<publication_year>2008</publication_year>
	</journal>
	<doi>10.5194/bg-5-913-2008</doi>
	<article_url>http://www.biogeosciences.net/5/913/2008/</article_url>
	<abstract_html>http://www.biogeosciences.net/5/913/2008/bg-5-913-2008.html</abstract_html>
	<fulltext_pdf>http://www.biogeosciences.net/5/913/2008/bg-5-913-2008.pdf</fulltext_pdf>
	<start_page>913</start_page>
	<end_page>924</end_page>
	<publication_date>2008-06-11</publication_date>
	<article_title content_type="html">Carbon isotope discrimination of C3 vegetation in Central Asian grassland as related to long-term and short-term precipitation patterns</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>M. H. O. M. Wittmer</name>
		</author>
		<author numeration="2" affiliations="1">
			<name>K. Auerswald</name>
			<email>auerswald@wzw.tum.de</email>
		</author>
		<author numeration="3" affiliations="2">
			<name>R. Tungalag</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>Y. F. Bai</name>
		</author>
		<author numeration="5" affiliations="1">
			<name>R. Schäufele</name>
		</author>
		<author numeration="6" affiliations="1">
			<name>H. Schnyder</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Lehrstuhl für Grünlandlehre, Technische Universität München, Am Hochanger 1, 85350 Freising-Weihenstephan, Germany</affiliation>
		<affiliation numeration="2" content_type="html">National University of Mongolia, Ikh surguulin gudalmj &amp;ndash; 1, Baga toiruu, Sukhbataar district, Ulaanbaatar, Republic of Mongolia</affiliation>
		<affiliation numeration="3" content_type="html">Laboratory of Quantitative Vegetation Ecology, Institute of Botany, The Chinese Academy of Sciences, 20 Nanxincu, Xiangshan, Beijing, 100093, People&apos;s Republic of China</affiliation>
	</affiliations>
	<abstract content_type="html">The relationship between carbon isotope discrimination (&lt;sup&gt;13&lt;/sup&gt;&amp;Delta;) of C3
vegetation and long-term (30 years) and short-term (growing period)
precipitation was investigated. Different species of &lt;i&gt;Stipa&lt;/i&gt;, a
dominant grass genus in the (semi-)arid Asian steppes, and other C3 species
were collected along aridity gradients in Inner Mongolia in 2005 (11 sites,
71 samples) and in the Republic of Mongolia in 2006 (40 sites, 45 samples).
The data set was expanded with published and unpublished data of
&lt;i&gt;Stipa&lt;/i&gt; and other C3 species (11 studies covering 8 years, including
64 observations of &lt;i&gt;Stipa&lt;/i&gt;, and 103 observations of other C3 species)
and C3 community bulk-samples (11 samples). Weather data were
geostatistically interpolated for all sampling sites and years. &lt;sup&gt;13&lt;/sup&gt;&amp;Delta;
 of &lt;i&gt;Stipa&lt;/i&gt; followed different relationships for the individual years
when related to mean annual precipitation due to large anomalies between
annual and long-term average precipitation patterns. However, the
&lt;sup&gt;13&lt;/sup&gt;&amp;Delta; response to rainfall converged when the (long-term) mean
annual precipitation was replaced by year-specific mean daily precipitation
during the growing period (&lt;i&gt;&lt;span style=&quot;border-top: 1px solid #000;&quot;&gt;P&lt;/span&gt;&lt;sub&gt;G&lt;/sub&gt;&lt;/i&gt;). Remarkably, the &lt;sup&gt;13&lt;/sup&gt;&amp;Delta;-response to (&lt;i&gt;&lt;span style=&quot;border-top: 1px solid #000;&quot;&gt;P&lt;/span&gt;&lt;sub&gt;G&lt;/sub&gt;&lt;/i&gt;) for C3 species as a whole (including herbaceous
dicots, semi-shrubs and grasses) and also the C3 community-level response
were virtually identical to that of &lt;i&gt;Stipa&lt;/i&gt;. The relation was also
valid outside the geographical and climatic range where it was developed,
giving proof of its robustness.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Allison, C. E., Francey, R. J., and Krummel, P. B.: $\delta ^13$C in CO&lt;sub&gt;2&lt;/sub&gt; from sites in the CSIRO Atmospheric Research GASLAB air sampling network, Trends: A Compendium of Data on Global Change, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, TN, USA, 2003. </reference>
		<reference numeration="2" content_type="text"> Cerling, T. E. and Harris, J. M.: Carbon isotope fractionation between diet and bioapatite in ungulate mammals and implication for ecological and paleoecological studies, Oecologica, 120, 347&amp;ndash;363, 1999. </reference>
		<reference numeration="3" content_type="text"> Chen, S. P., Bai, Y. F., and Han, X. G.: Variation of Water-Use Efficiency of \textitLeymus chinensis and \textitCleistogenes squarrosa in different plant communities in Xilin River Basin, Nei Mongol, Acta Bot. Sin., 44, 1484&amp;ndash;1490, 2002. </reference>
		<reference numeration="4" content_type="text"> Chen, S. P., Bai, Y. F., Guanghui, L., and Han, X. G.: Variations in life-form composition and foliar carbon isotope discrimination among eight plant communities under different soil moisture conditions in the Xilin River Basin, Inner Mongolia, China, Ecol. Res., 20, 167&amp;ndash;176, 2005. </reference>
		<reference numeration="5" content_type="text"> Condon, A. G., Farquhar, G. D., and Richards, R. A.: Genotypic variation in carbon isotope discrimination and transpiration efficiency in wheat &amp;ndash; leaf gas-exchange and whole plant studies, Aust. J. Plant Physiol., 17, 9&amp;ndash;22, 1990. </reference>
		<reference numeration="6" content_type="text"> Conway, T. J., Tans, P. P., and Waterman, L. S.: Atmospheric CO&lt;sub&gt;2&lt;/sub&gt; records from sites in the NOAA/CMDL air sampling network, Trends &apos;93: A Compendium of Data on Global Change, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, TN, USA, 1994. </reference>
		<reference numeration="7" content_type="text"> Daly, C., Gibson, W. P., Taylor, G. H., Johnson, G. L., and Pasteris, P.: A~knowledge-based approach to the statistical mapping of climate, Climate Res., 22, 99&amp;ndash;113, 2002. </reference>
		<reference numeration="8" content_type="text"> Ehleringer, J. R., Phillips, S. L., and Comstock, J. P.: Seasonal variation in the carbon isotopic composition of desert plants, Funct. Ecol., 6, 396&amp;ndash;404, 1992. </reference>
		<reference numeration="9" content_type="text"> Farquhar, G. D., Ehleringer, J. R., and Hubick, K. T.: Carbon isotope discrimination and photosynthesis, Annu. Rev. Plant Phys., 40, 503&amp;ndash;537, 1989. </reference>
		<reference numeration="10" content_type="text"> Francey, R. J., Allison, C. E., Etheridge, D. M., Trudinger, C. M., Enting, I. G., Leuenberger, M., Langenfelds, R. L., Michel, E., and Steele, L. P.: A 1000-year high precision record of $\delta ^13$C in atmospheric CO&lt;sub&gt;2&lt;/sub&gt;, Tellus B, 51, 170&amp;ndash;193, 1999. </reference>
		<reference numeration="11" content_type="text"> Friedli, H., Lötscher, H., Oeschger, H., Siegenthaler, U., and Stauffer, B.: Ice core record of the C-13/C-12 ratio of the atmospheric CO&lt;sub&gt;2&lt;/sub&gt; in the past 2 centuries, Nature, 324, 237&amp;ndash;238, 1986. </reference>
		<reference numeration="12" content_type="text"> Garten, C. T. and Taylor, G. E.: Foliar $\delta ^13$C within a temperate deciduous forest: spatial, temporal and species sources of variation, Oecologia, 90, 1&amp;ndash;7, 1992. </reference>
		<reference numeration="13" content_type="text"> Gat, J. R., Mook, W. G., and Meijer, H. A. J.: Environmental isotopes in the hydrological cycle, principles and applications, Vol. II, Atmospheric water, http://www.iaea.org/programmes/ripc/ih/volumes/volume2.htm, 2001. </reference>
		<reference numeration="14" content_type="text"> Geist, J., Auerswald, K., and Boom, A.: Stable carbon isotopes in freshwater mussel shells: Environmental record or marker for metabolic activity?, Geochim. Cosmochim. Ac., 69, 3545&amp;ndash;3554, 2005. </reference>
		<reference numeration="15" content_type="text"> Ghannoum, O., von Caemmerer, S., and Conroy, J. P.: The effect of drought on plant water use efficiency of nine NAD-ME and nine NADP-ME Australian C4 grasses, Funct. Plant Biol., 29, 1337&amp;ndash;1348, 2002. </reference>
		<reference numeration="16" content_type="text"> Golluscio, R. A. and Oesterheld, M.: Water use efficiency of twenty-five co-existing Patagonian species growing under different soil water availability, Oecologia, 54, 207&amp;ndash;217, 2007. </reference>
		<reference numeration="17" content_type="text"> Gong, D. Y., Shi, P. J., and Wang, J. A.: Daily precipitation changes in the semi-arid region over northern China, J. Arid Environ., 59, 771&amp;ndash;778, 2004. </reference>
		<reference numeration="18" content_type="text"> Gong, X., Brueck, H., Giese, M., Limeng, Z., Sattelmacher, B., and Shan, L.: Slope direction has effects on productivity and species composition of hilly Grassland in the Xilin River Basin, Inner Mongolia, J. Arid Environ., 72, 483&amp;ndash;493, 2008. </reference>
		<reference numeration="19" content_type="text"> Google Earth: Google Inc. CA 94043, USA, Version 4.2.0205.5730, 2007. </reference>
		<reference numeration="20" content_type="text"> Handley, L. L., Odee, D., and Scrimgeour, C. M.: $\delta ^15$N and $\delta ^13$C patterns in savannah vegetation: dependence on water availability and disturbance, Funct. Ecol., 8, 306&amp;ndash;314, 1994. </reference>
		<reference numeration="21" content_type="text"> Ivanov, L. A., Ivanova, L. A., Ronzhina, D. A., Ziegler, H., Deigele, K., Gunin, P. D., and Pyankov, V. I.: Effects of interspecific competition on functional properties of plants in mountain-steppe communities of the Gobi, Russ. Plant Physiol., 38, 155&amp;ndash;160, 2007. </reference>
		<reference numeration="22" content_type="text"> Kaplan, J. O., Prentice, I. C., and Buchmann, N.: The stable carbon isotope composition of the terrestrial biosphere: modelling at scales from the leaf to the globe, Global Biogeochem. Cy., 16, 1060, doi:10.1029/2001GB001403, 2002. </reference>
		<reference numeration="23" content_type="text"> Keeling, C. D., Mook, W. G., and Tans, P. P.: Recent trends in the C-13-C-12 ratio of atmospheric carbon-dioxide, Nature, 277, 121&amp;ndash;123, 1979. </reference>
		<reference numeration="24" content_type="text"> Kerven, C., Channon, J., and Behnke, R.: Planning and policies on extensive livestock development in Central Asia, Overseas Development Institute, Working Paper 91, London, Overseas Development Institute, 1996. </reference>
		<reference numeration="25" content_type="text"> Körner, C., Farquhar, G. D., and Roksandic, Z.: A global survey of carbon isotope discrimination in plants from high-altitude, Oecologia, 74, 623&amp;ndash;632, 1988. </reference>
		<reference numeration="26" content_type="text"> Li, Y. B., Chen, T., Zhang, Y. F., and An, L. Z.: The relation of seasonal pattern in stable carbon composition to meteorological variables in the leaves of \textitSabina przewalskii Kom. and \textitSabina chinensis (Lin.) Ant., Environ. Geol., 51, 1279&amp;ndash;1284, 2007 </reference>
		<reference numeration="27" content_type="text"> Liu, X. Q., Wang, R. Z., and Li, Y. Z.: Photosynthetic pathway types in rangeland plant species from Inner Mongolia, North China, Photosynthetica, 42, 339&amp;ndash;344, 2004. </reference>
		<reference numeration="28" content_type="text"> Liu, W. G., Feng, X. H., Ning, Y. F., Zhang, Q. L., Cao, Y. N., and An, Z. S.: $\delta ^13$C variation of C&lt;sub&gt;3&lt;/sub&gt; and C&lt;sub&gt;4&lt;/sub&gt; plants across an Asian monsoon rainfall gradient in arid northwestern China, Glob. Change Biol., 11, 1094&amp;ndash;1100, 2005. </reference>
		<reference numeration="29" content_type="text"> Ma, J. Y., Chen, T., Qiang, W. Y., and Wang, G.: Correlations between foliar stable isotope composition and environmental factors in desert plant \textitReaumuria soongorica (Pall.), Maxim. J. Integr. Plant Biol., 47, 1065&amp;ndash;1073, 2005. </reference>
		<reference numeration="30" content_type="text"> Männel, T. T., Auerswald, K., and Schnyder, H.: Altitude gradients of Grassland carbon and nitrogen isotope composition are recorded in hair of grazers, Global Ecol. Biogeogr., 16, 583&amp;ndash;592, 2007. </reference>
		<reference numeration="31" content_type="text"> Meinzer, F. C., Rundel, P. W., Goldstein, G., and Sharifi, M. R.: Carbon isotope composition in relation to leaf gas-exchange and environmental-conditions in Hawaiian metrosideros-polymorpha populations, Oecologia 91, 305&amp;ndash;311, 1992. </reference>
		<reference numeration="32" content_type="text"> Mole, S., Joern, A., O&apos;Leary, M. H., and Madhaven, S.: Spatial and temporal variation in carbon-isotope discrimination in prairie graminoids, Oecologia, 97, 316&amp;ndash;321, 1994. </reference>
		<reference numeration="33" content_type="text"> Nielsen, D. R. and Wendroth, O.: Spatial and temporal statistics &amp;ndash; Sampling field soils and their vegetation, Catena Verlag, Reiskirchen, 398 pp., 2003. </reference>
		<reference numeration="34" content_type="text"> NOAA NCDC Climate Data Online: http://cdo.ncdc.noaa.gov/CDO/cdo,2007. </reference>
		<reference numeration="35" content_type="text"> O&apos;Leary, M. H.: Carbon isotope fractionation in plants, Phytochemistry, 20, 553&amp;ndash;567, 1981. </reference>
		<reference numeration="36" content_type="text"> Pyankov, V. I., Gunin, P. D., Tsoog, S., and Black, C. C.: C-4 plants in the vegetation of Mongolia: their natural occurrence and geographical distribution in relation to climate, Oecologia, 123, 15&amp;ndash;31, 2000. </reference>
		<reference numeration="37" content_type="text"> R Development Core Team: R: A language and environment for statistical computing, R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-07-0, http://www.R-project.org, 2007. </reference>
		<reference numeration="38" content_type="text"> Randerson, J. T., Collatz, G. J., Fessenden, J. E., Munoz, A. D., Still, C. J., Berry, J. A., Fung, I. Y., Suits, N., and Denning, A. S.: A possible global covariance between terrestrial gross primary production and C-13 discrimination: Consequences for the atmospheric C-13 budget and its response to ENSO, Global Biogeochem. Cy., 16(4), 1136, doi:10.1029/2001GB001845, 2002. </reference>
		<reference numeration="39" content_type="text"> Retzer, V.: Forage competition between livestock and Mongolian pika, Basic Appl. Ecol., 8, 147&amp;ndash;157, 2007. </reference>
		<reference numeration="40" content_type="text"> Reuters: Water sources for China Yellow River dry up Xinhua, Reuters News Service, Beijing, China, http//www.planetark.org/dailynewsstory.cfm/newsid/12711/story.htm, 10 Oct 2001. </reference>
		<reference numeration="41" content_type="text"> Ribeiro, P. J. and Diggle, P. J.: geoR: a package for geostatistical analysis, R-NEWS, 1, 15&amp;ndash;18, 2001. </reference>
		<reference numeration="42" content_type="text"> Sachs, L. and Hedderich, J.: Angewandte Statistik, Springer, Berlin, 2006 </reference>
		<reference numeration="43" content_type="text"> Schnute, J., Boers, N., Haigh, R., et al.: PBSmapping: PBS Mapping 2.54, R package version 2.54, 2007. </reference>
		<reference numeration="44" content_type="text"> Schnyder, H., Schwertl, M., Auerswald, K., and Schäufele, R.: Hair of grazing cattle provides an integrated measure of the effects of the site conditions and interannual weather variability on $\delta ^13$C of temperate humid Grassland, Glob. Change Biol., 12, 1&amp;ndash;15, 2006. </reference>
		<reference numeration="45" content_type="text"> Schulze, E. D., Ellis, R., Schulze, W., and Trimborn, P.: Diversity, metabolic types and delta C-13 carbon isotope ratios in the grass flora of Namibia in relation to growth form, precipitation and habitat conditions, Oecologia, 106, 352&amp;ndash;369, 1996. </reference>
		<reference numeration="46" content_type="text"> Schulze, E. D., Turner, N. C., Nicolle, D., and Schumacher, J.: Species differences in carbon isotope ratios, specific leaf area and nitrogen concentrations in leaves of Eucalyptus growing in a common garden compared with along an aridity gradient, Physiol. Plantarum, 127, 434&amp;ndash;444, 2006. </reference>
		<reference numeration="47" content_type="text"> Smedley, M. P., Dawson, T. E., Comstock, J. P., Donovan, L. A., Sherrill, D. E., Cook, C. S., and Ehleringer, J. R.: Seasonal carbon isotope discrimination in a Grassland community, Oecologia 85, 314&amp;ndash;320, 1991. </reference>
		<reference numeration="48" content_type="text"> Sparks, J. P. and Ehleringer, J. R.: Leaf carbon isotope discrimination and nitrogen content for riparian trees along elevational transects, Oecologia, 109, 362&amp;ndash;367, 1997. </reference>
		<reference numeration="49" content_type="text"> Still, C. J., Berry, J. A., Ribas-Carbo, M., and Helliker, B. R.: The contribution of C&lt;sub&gt;3&lt;/sub&gt; and C&lt;sub&gt;4&lt;/sub&gt; plants to the carbon cycle of a tallgrass prairie: an isotopic approach, Oecologia, 136, 347&amp;ndash;359, 2003. </reference>
		<reference numeration="50" content_type="text"> Tans, P. P. and Conway, T. J.: Monthly atmospheric CO&lt;sub&gt;2&lt;/sub&gt; mixing ratios from the NOAA CMDL Carbon Cycle Cooperative Global Air Sampling Network, 1968&amp;ndash;2002. A Compendium of Data on Global Change, Carbon Dioxide Information Analysis Center, Oak Ridge National Laboratory, US Department of Energy, Oak Ridge, TN, USA, 2005. </reference>
		<reference numeration="51" content_type="text"> The Climate Source LLC: Corvallis, OR, USA, PRISM spatial climate datasets for Mongolia and Inner Mongolia, 2002. </reference>
		<reference numeration="52" content_type="text"> Tsialtas, J. T., Handley, L. L., Kassioumi, M. T., Veresoglou, D. S., and Gagianas, A. A.: Interspecific variation in potential water-use efficiency and its relation to plant species abundance in a water-limited Grassland, Funct. Ecol., 15, 605&amp;ndash;614, 2001. </reference>
		<reference numeration="53" content_type="text"> Wallis de Vries, M. F., Manibazar, N., and Dügerlham, S.: The vegetation of the forest-steppe region of Hustain Nuruu, Mongolia. Plant Ecol., 122, 11&amp;ndash;127, 1996. </reference>
		<reference numeration="54" content_type="text"> Wang, G., Han, J. M., and Liu, D.: The carbon isotope composition of C3 herbaceous plants in loess area of Northern China, Sci. Chin. Ser. D, 46, 1069&amp;ndash;1076, 2003. </reference>
		<reference numeration="55" content_type="text"> Wang, G. A., Han, J. M., Zhou, L. P., Xiong, X. G., and Wu, Z.: Carbon isotope ratios of plants and occurrences of C&lt;sub&gt;4&lt;/sub&gt; species under different soil moisture regimes in arid region of Northwest China, Physiol. Plantarum, 125, 74&amp;ndash;81, 2005. </reference>
		<reference numeration="56" content_type="text"> Warren, C. R., McGrath, J. F., and Adams, M. A.: Water availability and carbon isotope discrimination in conifers, Oecologia, 127, 476&amp;ndash;486, 2001. </reference>
		<reference numeration="57" content_type="text"> Webster, R. and Oliver, M.: Geostatistics for environmental scientists, Statistics in Practice, Wiley &amp; Sons, Chichester, ISBN 0-471-96553-7, 2004. </reference>
		<reference numeration="58" content_type="text"> Xiao, X., Ojima, D. S., Parton, W. J., Chen, Z., and Chen, D.: Sensitivity of Inner Mongolian Grasslands to climate change, J. Biogeogr., 22, 643&amp;ndash;648, 1995a. </reference>
		<reference numeration="59" content_type="text"> Xiao, X., Wang, Y. F., Jiang, S., Ojima, D. S., and Bonham, C. D.: Interannual variation in the Climate and aboveground biomass of \textitLeymus chinense Steppe and \textitStipa grandis steppe in the Xilin River Basin, Inner-Mongolia, China, J. Arid Environ., 31, 283&amp;ndash;299, 1995b. </reference>
		<reference numeration="60" content_type="text"> Zheng, S. X. and Shangguan, Z. P.: Foliar $\delta ^13$C values of nine dominant species in the Loess Plateau of China, Photosynthetica, 45, 110&amp;ndash;119, 2007. </reference>
	</references>
</article>

