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<article language="en">
	<journal>
		<journal_title>Hydrology and Earth System Sciences</journal_title>
		<journal_url>www.hydrol-earth-syst-sci.net</journal_url>
		<issn>1027-5606</issn>
		<eissn>1607-7938</eissn>
		<volume_number>12</volume_number>
		<issue_number>4</issue_number>
		<publication_year>2008</publication_year>
	</journal>
	<doi>10.5194/hess-12-1111-2008</doi>
	<article_url>http://www.hydrol-earth-syst-sci.net/12/1111/2008/</article_url>
	<abstract_html>http://www.hydrol-earth-syst-sci.net/12/1111/2008/hess-12-1111-2008.html</abstract_html>
	<fulltext_pdf>http://www.hydrol-earth-syst-sci.net/12/1111/2008/hess-12-1111-2008.pdf</fulltext_pdf>
	<start_page>1111</start_page>
	<end_page>1120</end_page>
	<publication_date>2008-08-14</publication_date>
	<article_title content_type="html">Mapping and attribution of change in streamflow in the coterminous United States</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>N. Y. Krakauer</name>
			<email>niryk@berkeley.edu</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>I. Fung</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">University of California at Berkeley, USA</affiliation>
	</affiliations>
	<abstract content_type="html">An increasing trend in global streamflow has been variously
attributed to
global warming, land use, and a reduction in plant transpiration under higher
CO&lt;sub&gt;2&lt;/sub&gt; levels. To separate these influences for the coterminous United States,
we use a set of over 1000 United States Geological Survey stream gauges
primarily from small, minimally disturbed watersheds to estimate annual
streamflow per unit area since 1920 on a uniform grid. We find that changing
precipitation, which is not clearly correlated with greenhouse gas
concentrations or global warming, explains most of the interannual and longer
term variability in streamflow. While streamflow has indeed increased since
1920, this increase has not been steady but rather concentrated in the late
1960s, when precipitation increased. Since the early 1990s, both
precipitation and streamflow show nonsignificant declining trends. Multiple
regression of streamflow against precipitation, temperature and CO&lt;sub&gt;2&lt;/sub&gt; suggests that higher CO&lt;sub&gt;2&lt;/sub&gt; levels may increase streamflow, presumably from
lower transpiration due to the physiological plant response to CO&lt;sub&gt;2&lt;/sub&gt;, but that
this positive response is offset by concomitant increasing evaporation due to
global warming. The net impact of the opposing climate and physiological
effects of CO&lt;sub&gt;2&lt;/sub&gt; emissions for streamflow is close to zero for the
coterminous United States taken as a whole, but shows regional variation.
Streamflow at a given amount of annual precipitation has decreased in the
Pacific west, where most precipitation occurs in winter. Suppression of plant
transpiration through higher CO&lt;sub&gt;2&lt;/sub&gt; levels may be particularly important for
sustaining high streamflow in recent decades in the Great Plains, where
precipitation is concentrated during the growing season.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Baines, P G. and Folland, C G.: Evidence for a rapid global climate shift across the late 1960s, J. Climate, 20, 2721–2744, \doi10.1175/JCLI4177.1, 2007. </reference>
		<reference numeration="2" content_type="text"> Betts, R., Boucher, O., Collins, M., Cox, P., Falloon, P., Gedney, N., Hemming, D., Huntingford, C., Jones, C., Sexton, D., et~al.: Projected increase in continental runoff due to plant responses to increasing carbon dioxide., Nature, 448, 1037–41, 2007. </reference>
		<reference numeration="3" content_type="text"> Bretherton, C S., Widmann, M., Dymnikov, V P., Wallace, J M., and Bladé, I.: The effective number of spatial degrees of freedom of a time-varying field, J. Climate, 12, 1990–2009, 1999. </reference>
		<reference numeration="4" content_type="text"> Buermann, W., Lintner, B R., Koven, C D., Angert, A., and Pinzon, J E.: The changing carbon cycle at Mauna Loa Observatory, Proceedings of the National Academy of Sciences, 104, 4249–4254, 2007. </reference>
		<reference numeration="5" content_type="text"> Cressie, N A.: Statistics for Spatial Data, Wiley, revised edn., 1993. </reference>
		<reference numeration="6" content_type="text"> Dai, A., Trenberth, K E., and Qian, T.: A global data set of Palmer Drought Severity Index for 1870-2002: Relationship with soil moisture and effects of surface warming, J. Hydrometeorol., 5, 1117–1130, 2004. </reference>
		<reference numeration="7" content_type="text"> Douglas, E M., Vogel, R M., and Kroll, C N.: Trends in floods and low flows in the United States: impact of spatial correlation, Journal of Hydrology, 240, 90–105, prefixhttp://www.sciencedirect.com/science/article/B6V6C-41T1F8V-6/% 1/f1fa3af54563a94311ab29cbf2b9bbc9, 2000. </reference>
		<reference numeration="8" content_type="text"> Enting, I., Wigley, T. M L., and Heimann, M.: Future Emissions and Concentrations of Carbon Dioxide: Ocean/Atmosphere/Land Analyses, Technical Paper no. 31, CSIRO Division of Atmospheric Research, 1994. </reference>
		<reference numeration="9" content_type="text"> Fekete, B M., Vörösmarty, C J., and Grabs, W.: High resolution fields of global runoff combining observed river discharge and simulated water balances, Global Biogeochem. Cycles, 16, 1042, \doi10.1029/1999GB001254, 2002. </reference>
		<reference numeration="10" content_type="text"> Garbrecht, J., Liew, M V., and Brown, G O.: Trends in precipitation, streamflow, and evapotranspiration in the Great Plains of the United States, Journal of Hydrologic Engineering, 9, 360–367, \doi10.1061/(ASCE)1084-0699(2004)9:5(360), 2004. </reference>
		<reference numeration="11" content_type="text"> Garbrecht, J D. and Rossel, F E.: Decade-scale precipitation increase in Great Plains at end of 20th century, Journal of Hydrologic Engineering, 7, 64–75, \doi10.1061/(ASCE)1084-0699(2002)7:1(64), 2002. </reference>
		<reference numeration="12" content_type="text"> Gedney, N., Cox, P M., Betts, R A., Boucher, O., Huntingford, C., and Stott, P A.: Detection of a direct carbon dioxide effect in continental river runoff records, Nature, 439, 835–838, \doi10.1038/nature04504, 2006. </reference>
		<reference numeration="13" content_type="text"> Golubev, V., Groisman, P., Speranskaya, N., Zhuravin, S., Menne, M., Peterson, T., and Malone, R.: Evaporation changes over the contiguous United States and the former USSR: A reassessment, Geophysical Research Letters, 28, 2665–2668, 2001. </reference>
		<reference numeration="14" content_type="text"> Groisman, P Y., Knight, R W., and Karl, T R.: Heavy precipitation and high streamflow in the contiguous United States: Trends in the twentieth century, B. Am. Meteor. Soc., 82, 219–246, 2001. </reference>
		<reference numeration="15" content_type="text"> Handcock, M S. and Stein, M L.: A Bayesian analysis of kriging, Technometrics, 35, 403–410, 1993. </reference>
		<reference numeration="16" content_type="text"> Jones, P D. and Moberg, A.: Hemispheric and large-scale surface air temperature variations: An extensive revision and an update to 2001, J. Climate, 16, 206–223, 2003. </reference>
		<reference numeration="17" content_type="text"> Kitanidis, P K.: Quasi-linear geostatistical theory for inversing, Water Resources Research, 31, 2411–2420, 1995. </reference>
		<reference numeration="18" content_type="text"> Labat, D., Godderis, Y., Probst, J L., and Guyot, J L.: Evidence for global runoff increase related to climate warming, Advances in Water Resources, 27, 631–642, 2004. </reference>
		<reference numeration="19" content_type="text"> Legates, D., Lins, H., and McCabe, G.: Comments on &quot;Evidence for global runoff increase related to climate warming&quot; by Labat et al., Advances in Water Resources, 28, 1310–1315, 2005. </reference>
		<reference numeration="20" content_type="text"> Lettenmaier, D P., Wood, E F., and Wallis, J R.: Hydro-climatological trends in the continental United States, 1948-88, J. Climate, 7, 586–607, 1994. </reference>
		<reference numeration="21" content_type="text"> Lins, H F. and Slack, J R.: Streamflow trends in the United States, Geophys. Res. Lett., 26, 227–230, \doi10.1029/1998GL900291, 1999. </reference>
		<reference numeration="22" content_type="text"> McCabe, G J. and Wolock, D M.: A step increase in streamflow in the conterminous United States, Geophys. Res. Lett., 29, 2185, \doi10.1029/2002GL015999, 2002. </reference>
		<reference numeration="23" content_type="text"> New, M., Hulme, M., and Jones, P.: Representing twentieth-century space-time climate variability. Part I: Development of a 1961–90 mean monthly terrestrial climatology, J. Climate, 12, 829–856, 1999. </reference>
		<reference numeration="24" content_type="text"> Peterson, T C. and Vose, R S.: An overview of the Global Historical Climatology Network temperature data base, Bulletin of the American Meteorological Society, 78, 2837–2849, 1997. </reference>
		<reference numeration="25" content_type="text"> Piao, S., Friedlingstein, P., Ciais, P., de~Noblet-Ducoudre, N., Labat, D., and Zaehle, S.: Changes in climate and land use have a larger direct impact than rising CO&lt;sub&gt;2&lt;/sub&gt; on global river runoff trends, Proceedings of the National Academy of Sciences, 104, 15 242–15 247, \doi10.1073/pnas.0707213104, 2007. </reference>
		<reference numeration="26" content_type="text"> Probst, J L. and Tardy, Y.: Long range streamflow and world continental runoff fluctuations since the beginning of this century, J. Hydrol., 94, 289–311, \doi10.1016/0022-1694(87)90057-6, 1987. </reference>
		<reference numeration="27" content_type="text"> Probst, J.-L. and Tardy, Y.: Global runoff fluctuations during the last 80 years in relation to world temperature change, American Journal of Science, 289, 267–285, 1989. </reference>
		<reference numeration="28" content_type="text"> Schneider, T.: Analysis of incomplete climate data: Estimation of mean values and covariance matrices and imputation of missing values, Journal of Climate, 14, 853–871, \doi10.1175/1520-0442(2001)014&lt;0853:AOICDE&gt;2.0.CO;2, 2001. </reference>
		<reference numeration="29" content_type="text"> Slack, J R. and Landwehr, J M.: Hydro-Climatic Data Network (HCDN): A U.S. Geological Survey Streamflow Data Set for the United States for the Study of Climate Variations, 1874-1988, Tech. rep., USGS Open-File Report 92–129, prefixhttp://pubs.usgs.gov/wri/wri934076/, 1992. </reference>
		<reference numeration="30" content_type="text"> Wigley, T. M L., Briffa, K R., and Jones, P D.: Atmospheric carbon dioxide: Predicting plant productivity and water resources, Nature, 312, 102–103, \doi10.1038/312102a0, 1984. </reference>
	</references>
</article>

