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<article language="en">
	<journal>
		<journal_title>Atmospheric Chemistry and Physics Discussions</journal_title>
		<journal_url>www.atmos-chem-phys-discuss.net</journal_url>
		<issn>1680-7367</issn>
		<eissn>1680-7375</eissn>
		<volume_number>11</volume_number>
		<issue_number>9</issue_number>
		<publication_year>2011</publication_year>
	</journal>
	<doi>10.5194/acpd-11-27031-2011</doi>
	<article_url>http://www.atmos-chem-phys-discuss.net/11/27031/2011/</article_url>
	<abstract_html>http://www.atmos-chem-phys-discuss.net/11/27031/2011/acpd-11-27031-2011.html</abstract_html>
	<fulltext_pdf>http://www.atmos-chem-phys-discuss.net/11/27031/2011/acpd-11-27031-2011.pdf</fulltext_pdf>
	<start_page>27031</start_page>
	<end_page>27105</end_page>
	<publication_date>2011-09-29</publication_date>
	<article_title content_type="html">Earth&apos;s energy imbalance and implications</article_title>
	<authors>
		<author numeration="1" affiliations="1,2">
			<name>J. Hansen</name>
			<email>jhansen@giss.nasa.gov</email>
		</author>
		<author numeration="2" affiliations="1,2">
			<name>M. Sato</name>
		</author>
		<author numeration="3" affiliations="1,2">
			<name>P. Kharecha</name>
		</author>
		<author numeration="4" affiliations="3">
			<name>K. von Schuckmann</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">NASA Goddard Institute for Space Studies, New York, NY 10025, USA</affiliation>
		<affiliation numeration="2" content_type="html">Columbia University Earth Institute, New York, NY 10027, USA</affiliation>
		<affiliation numeration="3" content_type="html">Centre National de la Recherche Scientifique, LOCEAN Paris, hosted by Ifremer, Brest, France</affiliation>
	</affiliations>
	<abstract content_type="html">Improving observations of ocean heat content show that
Earth is absorbing more energy from the sun than it is radiating to space as
heat, even during the recent solar minimum. The inferred planetary energy
imbalance, 0.59 Â± 0.15 W m&lt;sup&gt;âˆ’2&lt;/sup&gt; during the 6-year period 2005â€“2010,
confirms the dominant role of the human-made greenhouse effect in driving
global climate change. Observed surface temperature change and ocean heat
gain together constrain the net climate forcing and ocean mixing rates. We
conclude that most climate models mix heat too efficiently into the deep
ocean and as a result underestimate the negative forcing by human-made
aerosols. Aerosol climate forcing today is inferred to be
âˆ’1.6 Â± 0.3 W m&lt;sup&gt;âˆ’2&lt;/sup&gt;, implying substantial aerosol indirect climate forcing via cloud
changes. Continued failure to quantify the specific origins of this large
forcing is untenable, as knowledge of changing aerosol effects is needed to
understand future climate change. We conclude that recent slowdown of ocean
heat uptake was caused by a delayed rebound effect from Mount Pinatubo
aerosols and a deep prolonged solar minimum. Observed sea level rise during
the Argo float era is readily accounted for by ice melt and ocean thermal
expansion, but the ascendency of ice melt leads us to anticipate
acceleration of the rate of sea level rise this decade.
&lt;br&gt;&lt;br&gt;
Humanity is potentially vulnerable to global temperature change, as
discussed in the Intergovernmental Panel on Climate Change (IPCC, 2001,
2007) reports and by innumerable authors. Although climate change is driven
by many climate forcing agents and the climate system also exhibits unforced
(chaotic) variability, it is now widely agreed that the strong global
warming trend of recent decades is caused predominantly by human-made
changes of atmospheric composition (IPCC, 2007).
&lt;br&gt;&lt;br&gt;
The basic physics underlying this global warming, the greenhouse effect, is
simple. An increase of gases such as CO&lt;sub&gt;2&lt;/sub&gt; makes the atmosphere more
opaque at infrared wavelengths. This added opacity causes the planet&apos;s heat
radiation to space to arise from higher, colder levels in the atmosphere,
thus reducing emission of heat energy to space. The temporary imbalance
between the energy absorbed from the sun and heat emission to space, causes
the planet to warm until planetary energy balance is restored.
&lt;br&gt;&lt;br&gt;
The planetary energy imbalance caused by a change of atmospheric composition
defines a climate forcing. Climate sensitivity, the eventual global
temperature change per unit forcing, is known with good accuracy from
Earth&apos;s paleoclimate history. However, two fundamental uncertainties limit
our ability to predict global temperature change on decadal time scales.
&lt;br&gt;&lt;br&gt;
First, although climate forcing by human-made greenhouse gases (GHGs) is
known accurately, climate forcing caused by changing human-made aerosols is
practically unmeasured. Aerosols are fine particles suspended in the air,
such as dust, sulfates, and black soot (Ramanathan et al., 2001). Aerosol
climate forcing is complex, because aerosols both reflect solar radiation to
space (a cooling effect) and absorb solar radiation (a warming effect). In
addition, atmospheric aerosols can alter cloud cover and cloud properties.
Therefore, precise composition-specific measurements of aerosols and their
effects on clouds are needed to assess the aerosol role in climate change.
&lt;br&gt;&lt;br&gt;
Second, the rate at which Earth&apos;s surface temperature approaches a new
equilibrium in response to a climate forcing depends on how efficiently heat
perturbations are mixed into the deeper ocean. Ocean mixing is complex and
not necessarily simulated well by climate models. Empirical data on ocean
heat uptake are improving rapidly, but still suffer limitations.
&lt;br&gt;&lt;br&gt;
We summarize current understanding of this basic physics of global warming
and note observations needed to narrow uncertainties. Appropriate
measurements can quantify the major factors driving climate change, reveal
how much additional global warming is already in the pipeline, and help
define the reduction of climate forcing needed to stabilize climate.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Barnett, T. P., Pierce, D. W., AchutaRao, K. M., Gleckler, P. J., Santer, B. D., Gregory, J. M., and Washington, W. M.: Penetration of human-induced warming into the world&apos;s oceans, Science, 309, 284â€“287, 2005. </reference>
		<reference numeration="2" content_type="text"> Beltrami, H.: Climate from borehole data: Energy fluxes and temperatures since 1500, Geophys. Res. Lett., 29, 2111, http://dx.doi.org/10.1029/2002GL015702doi:10.1029/2002GL015702, 2002. </reference>
		<reference numeration="3" content_type="text"> Beltrami, H., Smerdon, J. E., Pollack, H. N., and Huang, S.: Continental heat gain in the global climate system, Geophys. Res. Lett., 29, 1167, http://dx.doi.org/10.1029/2001GL014310doi:10.1029/2001GL014310, 2002. </reference>
		<reference numeration="4" content_type="text"> Bleck, R.: An oceanic general circulation model framed in hybrid isopycnic-Cartesian coordinates, Ocean Model., 4, 55â€“88, 2002. </reference>
		<reference numeration="5" content_type="text"> Bromwich, D. H. and Nicolas, J. P.: Ice-sheet uncertainty, Nature Geosci., 3, 596â€“597, 2010. </reference>
		<reference numeration="6" content_type="text"> Bryan, K.: A numerical model for the study of the circulation of the world ocean, J. Comp. Phys., 3, 347â€“376, 1969. </reference>
		<reference numeration="7" content_type="text"> Calgovic, J., Albert, C., Arnold, F., Beer, J., Desorgher, L., and Fluedkiger, E. O.: Sudden cosmic ray decreases: No change of global cloud cover, Geophys. Res. Lett., 37, L03802, http://dx.doi.org/10.1029/2009GL041327doi:10.1029/2009GL041327, 2010. </reference>
		<reference numeration="8" content_type="text"> Canuto, V. M. Howard, A. M., Cheng, Y., MÃ¼ller, C. J., Leboissetier, A., Jayne, S .R.: Ocean turbulence, III: New GISS vertical mixing scheme, Ocean Model., 34, 70â€“91, http://dx.doi.org/10.1038/nature07080doi:10.1038/nature07080, 2010. </reference>
		<reference numeration="9" content_type="text"> Charney, J. G., Arakawa, A., Baker, D., Bolin, B., Dickenson, R., Goody, R., Leith, C., Stommel, H., and Wunsch, C.: Carbon Dioxide and Climate: A Scientific Assessment, Natl. Acad. Sci. Press, Washington DC, USA, 33~pp., 1979. </reference>
		<reference numeration="10" content_type="text"> Cox, M. D.: A primitive equation, three dimensional model of the ocean, GFDL Ocean Group Tech. Rep. 1, Princeton NJ, USA, 143~pp. 1984 </reference>
		<reference numeration="11" content_type="text"> Delworth, T. L., Stouffer, R. J., Dixon, K. W., Spelman, M. J., Knutson, T. R., Broccoli, A. J., Kushner, P. J., and Wetherald, R. T.: Review of simulations of climate variability and change with the GFDL R30 coupled climate model, Clim. Dyn., 19, 555â€“574, 2002 </reference>
		<reference numeration="12" content_type="text"> Domingues, C. M., Church, J. A., White, N. J., Gleckler, P. J., Wijffels, S. E., Barker, P. M., and Dunn, J. R.: Improved estimates of upper-ocean warming and multi-decadal sea-level rise, Nature, 453, 1090â€“1093, http://dx.doi.org/10.1038/nature/07080doi:10.1038/nature/07080, 2008. </reference>
		<reference numeration="13" content_type="text"> Forest, C. E., Stone, P. H., and Sokolov, A. P.: Estimated PDFs of climate system properties including natural and anthropogenic forcings, Geophys. Res. Lett., 33, L01705, http://dx.doi.org/10.1029/2005GL023977doi:10.1029/2005GL023977, 2006. </reference>
		<reference numeration="14" content_type="text"> FrÃ¶hlich, C. and Lean, J.: The Sun&apos;s total irradiance: Cycles and trends in the past two decades and associated climate change uncertainties, Geophys. Res. Let., 25, 4377â€“4380, 1998. </reference>
		<reference numeration="15" content_type="text"> Gordon, C., Cooper, C., Senior, C. A., Banks, H., Gregory, J. M., Johns, T. C., Mitchell, J. F. B., and Wood, R. A.: The simulation of SST, sea ice extents and ocean heat transports in a version of the Hadley Centre coupled model without flux adjustments, Clim. Dyn., 16, 147â€“168, 2000 </reference>
		<reference numeration="16" content_type="text"> Gregory, J. M., Ingram, W. J., Palmer, M. A., Jones, G. S., Stott, P. A., Thorpe, R. B., Lowe, J. A., Johns, T. C., and Williams, K. D.: A new method for diagnosing radiative forcing and climate sensitivity, Geophys. Res. Lett., 31, L03205, doi:10.1029/2003GL018747 2004: </reference>
		<reference numeration="17" content_type="text"> Handler, P.: Possible association between the climatic effects of stratospheric aerosols and sea surface temperatures in the eastern tropical Pacific Ocean, J. Climatol., 6, 31â€“41, 1986. </reference>
		<reference numeration="18" content_type="text"> Hansen, J. E.: A slippery slope: How much global warming constitutes &quot;dangerous anthropogenic interference&quot;? An editorial essay, Climatic Change, 68, 269â€“279, 2005. </reference>
		<reference numeration="19" content_type="text"> Hansen, J.: Climate threat to the planet: implications for energy policy and intergenerational justice, Bjerknes lecture, American Geophysical Union, San Francisco, 17 December, available at: http://www.columbia.edu/~jeh1/presentations.shtml, 2008. </reference>
		<reference numeration="20" content_type="text"> Hansen, J.: Storms of My Grandchildren: The Truth about the Coming Climate Catastrophe and Our Last Chance to Save Humanity, Bloomsbury, 304~pp., 2009. </reference>
		<reference numeration="21" content_type="text"> Hansen, J. E.: Scientific reticence and sea level rise. Environ. Res. Lett., 2, 024002, 6 pp., 2007. </reference>
		<reference numeration="22" content_type="text"> Hansen, J. E. and Lacis, A. A.: Sun and dust versus greenhouse gases: An assessment of their relative roles in global climate change, Nature, 346, 713â€“719, http://dx.doi.org/10.1038/346713a0doi:10.1038/346713a0, 1990. </reference>
		<reference numeration="23" content_type="text"> Hansen, J. and Sato, M.: Greenhouse gas growth rates, Proc. Natl. Acad. Sci., 101, 16109â€“16114, 2004. </reference>
		<reference numeration="24" content_type="text"> Hansen, J. and Sato, M.: Paleoclimate implications for human-made climate change, Proc. Natl. Acad. Sci., 101, 16109â€“16114, 2011. </reference>
		<reference numeration="25" content_type="text"> Hansen, J., Russell, G., Lacis, A., Fung, I., Rind, D., and Stone, P.: Climate response times: dependence on climate sensitivity and ocean mixing, Science, 229, 857â€“859, 1985. </reference>
		<reference numeration="26" content_type="text"> Hansen, J., Rossow, W., and Fung, I.: Long-term Monitoring of Global Climate Frocings and Feedbacks, NASA Conf. Publ. 3234, Goddard Institute for Space Studies, New York, USA, 1992. </reference>
		<reference numeration="27" content_type="text"> Hansen, J., Sato, M., Ruedy, R., Lacis, A., Asamoah, K., Borenstein, S., Brown, E., Cairns, B., Caliri, G., Campbell, M., Curran, B., de Castro, S., Druyan, L., Fox, M., Johnson, C., Lerner, J., McCormick, M. P., Miller, R. L., Minnis, P., Morrison, A., Pandolfo, L., Ramberran, I., Zaucker, F., Robinson, M., Russell, P., Shah, K., Stone, P., Tegen, I., Thomason, L., Wilder, J., and Wilson, H.: A Pinatubo climate modeling investigation, in: The Mount Pinatubo Eruption: Effects on the Atmosphere and Climate, NATO ASI Series, Vol. I 42, edited by: Fiocco, G., Fua, D., and Visconti, G., Springer-Verlag, 233â€“272, 1996. </reference>
		<reference numeration="28" content_type="text"> Hansen, J., Sato, M., Ruedy, R., Lacis, A., Asamoah, K., Beckford, K., Borenstein, S., Brown, E., Cairns, B., Carlson, B., Curran, B., de Castro, S., Druyan, L., Etwarrow, P., Ferede, T., Fox, M., Gaffen, D., Glascoe, J., Gordon, H., Hollandsworth, S., Jiang, X., Johnson, C., Lawrence, N., Lean, J., Lerner, J., Lo, K., Logan, J., Luckett, A., McCormick, M. P., McPeters, R., Miller, R. L., Minnis, P., Ramberran, I., Russell, G., Russell, P., Stone, P., Tegen, I., Thomas, S., Thomason, L., Thompson, A., Wilder, J., Willson, R., and Zawodny, J.: Forcings and chaos in interannual to decadal climate change, J. Geophys. Res., 102, 25679â€“25720, 1997. </reference>
		<reference numeration="29" content_type="text"> Hansen, J., Sato, M., Ruedy, R., Lacis, A., and Oinas, V.: Global warming in the twenty-first century: An alternative scenario, Proc. Natl. Acad. Sci. U. S. A., 97, 9875â€“9880, 2000.  </reference>
		<reference numeration="30" content_type="text"> Hansen, J., Nazarenko, L., Ruedy, R., Sato, M., Willis, J., Del Genio, A., Koch, D., Lacis, A., Lo, K., Menon, S., Novakov, T., Perlwitz, J., Russell, G., Schmidt, G. A., and Tausnev, N.: Earth&apos;s energy imbalance: Confirmation and implications, Science, 308, 1431â€“1435, http://dx.doi.org/10.1126/science.1110252doi:10.1126/science.1110252, 2005a. </reference>
		<reference numeration="31" content_type="text"> Hansen, J., Sato, M., Ruedy, R., Nazarenko, L., Lacis, A., Schmidt, G. A., Russell, G., Aleinov, I., Bauer, M., Bauer, S., Bell, N., Cairns, B., Canuto, V., Chandler, M., Cheng, Y., Del Genio, A., Faluvegi, G., Fleming, E., Friend, A., Hall, T., Jackman, C., Kelley, M., Kiang, N. Y., Koch, D., Lean, J., Lerner, J., Lo, K., Menon, S., Miller, R. L., Minnis, P., Novakov, T., Oinas, V., Perlwitz, J. P., Perlwitz, J., Rind, D., Romanou, A., Shindell, D., Stone, P., Sun, S., Tausnev, N., Thresher, D., Wielicki, B., Wong, T., Yao, M., and Zhang, S.: Efficacy of climate forcings, J. Geophys. Res., 110, D18104, http://dx.doi.org/10.1029/2005JD005776doi:10.1029/2005JD005776, 2005b. </reference>
		<reference numeration="32" content_type="text"> Hansen, J., Sato, M., Ruedy, R., Kharecha, P., Lacis, A., Miller, R. L., Nazarenko, L., Lo, K., Schmidt, G. A., Russell, G., Aleinov, I., Bauer, S., Baum, E., Cairns, B., Canuto, V., Chandler, M., Cheng, Y., Cohen, A., Del Genio, A., Faluvegi, G., Fleming, E., Friend, A., Hall, T., Jackman, C., Jonas, J., Kelley, M., Kiang, N. Y., Koch, D., Labow, G., Lerner, J., Menon, S., Novakov, T., Oinas, V., Perlwitz, J. P., Perlwitz, J., Rind, D., Romanou, A., Schmunk, R., Shindell, D., Stone, P., Sun, S., Streets, D., Tausnev, N., Thresher, D., Unger, N., Yao, M., and Zhang, S.: Climate simulations for 1880â€“2003 with GISS modelE, Clim. Dynam., 29, 661â€“696, http://dx.doi.org/10.1007/s00382-007-0255-8doi:10.1007/s00382-007-0255-8, 2007. </reference>
		<reference numeration="33" content_type="text"> Hansen, J., Sato, M., Kharecha, P., Beerling, D., Berner, R., Masson-Delmotte, V., Pagani, M., Raymo, M., Royer, D. L., and Zachos, J. C.: Target atmospheric CO&lt;sub&gt;2&lt;/sub&gt;: where should humanity aim? Open Atmos. Sci. J., 2, 217â€“231, 2008. </reference>
		<reference numeration="34" content_type="text"> Hansen, J., Ruedy, R., Sato, M., and Lo, K.: Global surface temperature change, Rev. Geophys., 48, RG4004, 29~pp., 2010. </reference>
		<reference numeration="35" content_type="text"> Harrison, D. E. and Carson, M.: Is the World Ocean warming? Upper-ocean temperature trends: 1950â€“2000, J. Phys. Oceanogr., 37, 174â€“187, 2007. </reference>
		<reference numeration="36" content_type="text"> Haywood, J. M., Jones, A., Clarisse, L., Bourassa, A., Barnes, J., Telford, P., Bellouin, N., Boucher, O., Agnew, P., Clerbaux, C., Coheur, P., Degenstein, D., and Braesicke, P.: Observations of the eruption of the Sarychev volcano and simulations using the HadGEM2 climate model, J. Geophys. Res. 115, D21212, http://dx.doi.org/10.1029/2010JD014447doi:10.1029/2010JD014447, 2010. </reference>
		<reference numeration="37" content_type="text"> Held, I. M., Winton, M., Takahashi, K., Delworth, T., Zeng, F., and Vallis, G. K.: Probing the fast and slow components of global warming b returning abruptly to preindustrial forcing, J. Clim., 23, 2418â€“2427, 2010. </reference>
		<reference numeration="38" content_type="text"> Huang, S.: 1851â€“2004 annual heat budget of the continental landmass, Geophys. Res. Lett., 33, L04707, http://dx.doi.org/10.1029/2005GL025300doi:10.1029/2005GL025300, 2006. </reference>
		<reference numeration="39" content_type="text"> Intergovernmental Panel on Climate Change (IPCC), Climate Change 2001: The Scientific Basis, edited by: Houghton, J. T., Ding, Y., Griggs, D. J., Noguer, M., van der Linden, P. J., Dai, X., Maskell, K., and Johnson, C. A.: Cambridge University Press, UK, 881~pp., 2001. </reference>
		<reference numeration="40" content_type="text"> Intergovernmental Panel on Climate Change (IPCC), Climate Change 2007: The Physical OlScience Basis, Solomon, S., Dahe, Q., Manning, M., Chen, Z., Marquis, M., Averyt, K. B.,Tignor, M., and Miller, H. L.: Cambridge Univ. Press, 996~pp., 2007. </reference>
		<reference numeration="41" content_type="text"> Jacobson, M. Z.: Global direct radiative forcing due to multicomponent anthropogenic and natural aerosols, J. Geophys. Res., 106, 1551â€“1568, 2001. </reference>
		<reference numeration="42" content_type="text"> Kiehl, J. T., Shields, C. A., Hack, J. J., and Collins, W. D.: ~The climate sensitivity of the Community Climate System Model version 3 (CCSM3), J. Climate, 19, 2584â€“2596, 2006. </reference>
		<reference numeration="43" content_type="text"> Kirkby, J., Curtius, J., Almeida, J., Dunne, E., Duplissy, J., Ehrhart, S., Franchin, A., Gagn$\acute\rm e$, S., Ickes, L., KuÃ¼rten, A., Kupc, A., Metzger, A., Riccobono, F., Rondo, L., Schobesberger, S., Tsagkogeorgas, G., Wimmer, D., Amorim, A., Bianchi, F., Breitenlechner, M., David, A., Dommen, J., Downard, A., Ehn, M., Flagan, R. C., Haider, S., Hansel, A., Hauser, D., Jud, W., Junninen, H., Kreissl, F., Kvashin, A., Laaksonen, A., Lehtipalo, K., Lima, J., Lovejoy, E. R., Makhmutov, V., Mathot, S., MikkilÃ¤, J., Minginette, P., Mogo S., Nieminen, T., Onnela, A., Pereira, P., PetÃ¤jÃ¤, T., Schnitzhofer, R., J. H. Seinfeld, SipilÃ¤, M., Stozhkov, Y., Stratmann, F., Tom$\acute\rm e$, A., Vanhanen, J., Viisanen, Y., Vrtala, A., Wagner, P. E., Walther, H., Weingartner, E., Wex, H., Winkler, P. M., Carslaw, K. S., Worsnop, D. R., Baltensperger, U., and Kulmala, M.: Role of sulphuric acid, ammonia and galactic cosmic rays in atmospheric aerosol nucleation, Nature, 476, 429â€“433, 2011. </reference>
		<reference numeration="44" content_type="text"> Knutti, R.: Why are climate models reproducing the observed global surface warming so well?, Geophys. Res. Lett., 35, L18704, http://dx.doi.org/10.1029/2008GL034932doi:10.1029/2008GL034932, 2008. </reference>
		<reference numeration="45" content_type="text"> Koch, D.: Transport and direct radiative forcing of carbonaceous and sulfate aerosols in the GISS GCM, J. Geophys. Res., 106, 20311â€“20332, 2001. </reference>
		<reference numeration="46" content_type="text"> Kulmala, M., Riipinen, I., Nieminen, T., Hulkkonen, M., Sogacheva, L., Manninen, H. E., Paasonen, P., PetÃ¤jÃ¤, T., Dal Maso, M., Aalto, P. P., Viljanen, A., Usoskin, I., Vainio, R., Mirme, S., Mirme, A., Minikin, A., Petzold, A., Hõrrak, U., Plaß-DÃ¼lmer, C., Birmili, W., and Kerminen, V.-M.: Atmospheric data over a solar cycle: no connection between galactic cosmic rays and new particle formation, Atmos. Chem. Phys., 10, 1885â€“1898, http://dx.doi.org/10.5194/acp-10-1885-2010doi:10.5194/acp-10-1885-2010, 2010. </reference>
		<reference numeration="47" content_type="text"> Leuliette, E. W. and Miller, L.: Closing the sea level budget with altimetry, Argo, and GRACE, Geophys. Res. Lett., 36, L04608, http://dx.doi.org/10.1029/2008GL036010doi:10.1029/2008GL036010, 2009. </reference>
		<reference numeration="48" content_type="text"> Levitus, S. and Boyer, T. P.: Temperature, World Ocean Atlas 1994, Temperature, 4, NOAA Atlas NESDIS 3, 99~pp., 1994. </reference>
		<reference numeration="49" content_type="text"> Levitus, S., Antonov, J. I., Boyer, T. P., and Stephens, C.: Warming of the world ocean, Science, 287, 225â€“2229, 2000. </reference>
		<reference numeration="50" content_type="text"> Levitus, S., Antonev, J. I., Wang, J., Delworth, T. L., Dixon, K. W., and Broccoli, A. J.: Anthropogenic warming of earth&apos;s climate system, Science, 292, 267â€“270, 2001. </reference>
		<reference numeration="51" content_type="text"> Levitus, S., Antonov, J., and Boyer, T.: Warming of the world ocean, Geophys. Res. Lett., 32, L02604, http://dx.doi.org/10.1029/2004GL021592doi:10.1029/2004GL021592, 2005. </reference>
		<reference numeration="52" content_type="text"> Levitus, S., Antonov, J., Boyer, T., Locarnini, R. A., Garcia, H. E., and Mishonov, A. V.: Global ocean heat content 1955â€“2008 in light of recently revealed instrumentation problems, Geophys. Res. Lett., 36, L07608, http://dx.doi.org/10.1029/2008GL037155doi:10.1029/2008GL037155, http://www.nodc.noaa.gov/OC5/3M_HEAT_CONTENT/basin_data.html, 1955â€“2010, 2009. </reference>
		<reference numeration="53" content_type="text"> Loeb, N. G., Wielicki, B. A., Doelling, D. R., Smith, G. L., Keyes, D. F., Kato, S., Manalo-Smith, N., and Wong, T.: Toward optimal closure of the Earth&apos;s top-of-atmosphere radiation budget, J. Clim., 22, 748â€“766, 2009. </reference>
		<reference numeration="54" content_type="text"> Lyman, J. M.: to appear in: Surveys in Geophysics, Springer, 2011. </reference>
		<reference numeration="55" content_type="text"> Lyman, J. M. and Johnson, G. C.: Estimating annual global upper-ocean heat content anomalies despite irregular in situ ocean sampling, J. Clim., 21, 5629â€“5641, 2008. </reference>
		<reference numeration="56" content_type="text"> Lyman, J. M., Willis, J. K., and Johnson, G. C.: Recent cooling in the upper ocean, Geophys. Res. Ltt., 33, L18604, http://dx.doi.org/10.1029/2006GL027033doi:10.1029/2006GL027033, 2006. </reference>
		<reference numeration="57" content_type="text"> Lyman, J. M., Good, S. A., Gouretski, V. V., Ishii, M., Johnson, G. C., Palmer, M. D., Smith, D. A., and Willis, J. K.,: Robust warming of the global upper ocean, Nature, 465, 334â€“337, http://dx.doi.org/10.1038/nature09043doi:10.1038/nature09043, 2010. </reference>
		<reference numeration="58" content_type="text"> McCormick, M. P., Thomason, L. W., and Trepte, C. R.: Atmospheric effects of Mt. Pinatubo eruption, Nature, 373, 399â€“404, 1995 </reference>
		<reference numeration="59" content_type="text"> Meier, M. F., Dyurgerov, M. B., Rick, U. K., O&apos;Neel, S., Pfeffer, W. T., Anderson, R. S., Anderrson, S. P., and Glazovsky, A. F.: Glaciers dominate eustatic sea-level rise in the 21st century, Science, 317, 1064â€“1067, 2007. </reference>
		<reference numeration="60" content_type="text"> Mishchenko, M. I. and Geogdzhayev, I. V.: Satellite remote sensing reveals regional tropospheric aerosol trends, Opt. Express, 15, 7423â€“7438, http://dx.doi.org/10.1364/OE.15.007423doi:10.1364/OE.15.007423, 2007. </reference>
		<reference numeration="61" content_type="text"> Mishchenko, M. I., Cairns, B., Kopp, G., Schueler, C. F., Fafaul, B. A., Hansen, J. E., Hooker, R. J., Itchkawich, T., Maring, H. B., and Travis, L. D.: Accurate monitoring of terrestrial aerosols and total solar irradiance: Introducing the Glory mission, Bull. Amer. Meteorol. Soc., 88, 677â€“691, http://dx.doi.org/10.1175/BAMS-88-5-677doi:10.1175/BAMS-88-5-677, 2007a. </reference>
		<reference numeration="62" content_type="text"> Mishchenko, M. I., Geogdzhayev, I. V., Rossow, W. B., Cairns, B., Carlson, B. E., Lacis, A. A., Liu, L., and Travis, L. D.: Long-term satellite record reveals likely recent aerosol trend, Science, 315, 1543, http://dx.doi.org/10.1126/science.1136709doi:10.1126/science.1136709, 2007b. </reference>
		<reference numeration="63" content_type="text"> Milly, P. C. C., Cazenave, A., Famiglietti, J. S., Gornitz, V., Laval, K., Lettenmaier, D. P., Sahagian, D. L., Wahr, J. M., and Wilson, C. R.: Terrestrial water-storage contributions to sea-level rise and variability, in: Understanding Sea-Level Rise and Variability, edited by: Church, J. A., Woodworth, P. L., Aarup, T. and Wilson, W. S., Wiley Blackwell, Wiley Blackwell, 226â€“255, 2010. </reference>
		<reference numeration="64" content_type="text"> Munk, W.: Twentieth century sea level: an enigma, Proc. Natl. Acad. Sci., 99, 6550â€“6555. 2002 </reference>
		<reference numeration="65" content_type="text"> Munk, W.: Ocean Freshening, Sea Level Rising, Science, 300, 2041â€“2043, 2003. </reference>
		<reference numeration="66" content_type="text"> Murphy, D. M., Solomon, S., Portmann, R. W., Rosenlof, K. H., Forster, P. M., and Wong, T.: An observationally based energy balance for the Earth since 1950, J. Geophys. Res., 114, D17107, http://dx.doi.org/10.1029/2009JD012105doi:10.1029/2009JD012105, 2009. </reference>
		<reference numeration="67" content_type="text"> Nerem, R. S., Leuliette. E., and Cazenace A.: Present-day sea-level change: A review, C. R. Geoscience, 338, 1077â€“1083, 2006. </reference>
		<reference numeration="68" content_type="text"> Novakov, T., Ramanathan, V., Hansen, J. E., Kirschstetter, T. W., Sato, M., Sinton, J. E., and Sathaye, J. A.: Large historical changes of fossil-fuel black carbon aerosols, Geophys. Res. Lett., 30, 1324, http://dx.doi.org/10.1029/2002GL016345doi:10.1029/2002GL016345, 2003. </reference>
		<reference numeration="69" content_type="text"> Pacanowski, R., Dixon, K., and Rosati, A.: The GFDL Modular Ocean Model users guide version 1, GFDL Ocean Group Tech. Rep. 2, 44~pp., Available from NOAA/Geophysical Fluid Dynamics Laboratory, Princeton University, Rt. 1, Forrestal Campus, Princeton NJ 08542, 1991. </reference>
		<reference numeration="70" content_type="text"> Pierce, D. W., Barnett, T. P., AchutaRao, K. N., Gleckler, P. J., Gregory, J. M., and Washington, W. M.: Anthropogenic warming of the oceans: observations and model results, J. Clim., 19, 1873â€“1900, 2006. </reference>
		<reference numeration="71" content_type="text"> Pope, V. D., Gallani, M. L., Rowntree, P. R., and Stratton, R. A.,: The impact of new physical parameterizations in the Hadley Centre climate model â€“ HadAM3, Clim. Dyn., 16, 123â€“146, 2000. </reference>
		<reference numeration="72" content_type="text"> Purkey, S. G. and Johnson, G. C.: Warming of global abyssal and deep southern ocean between the 1990s and 2000s: contributions to global heat and sea level rise budgets, J. Clim., 23, 6336â€“6351, 2010. </reference>
		<reference numeration="73" content_type="text"> Rahmstorf, S., Cazenave, A., Church, J. A., Hansen, J. E., Keeling, R. F., Parker, D. E., and Somerville, R. C. J.: Recent climate observations compared to projections, Science, 316, p 709, 2007. </reference>
		<reference numeration="74" content_type="text"> Ramanathan, V., Crutzen, P. J., Kiehl, J. T., and Rosenfeld, D.: Aerosols, climate, and the hydrological cycle, Science, 294, 2119â€“2124, 2001 </reference>
		<reference numeration="75" content_type="text"> Ramaswamy, V., Boucher, O., Haigh, J., Hauglustaine, D., Haywood, J., Myhre, G., Nakajima, T., Shi, G. Y., and Solomon, S.: Radiative forcing of climate change, in: Climate Change 2001: The scientific basis, edited by: Houghton, J. T., Ding, Y., Griggs, D. J., Noguer, M., van der Linden, P. J., Dai, X., Maskell, K., and Johnson, C. A., Cambridge University Press, 349â€“416, 2001. </reference>
		<reference numeration="76" content_type="text"> Randall, D. A., Wood, R. A., Bony, S., Colman, R., Fichefet, T., Fyfe, J., Kattsov, V., Pitman, A., Shukla, J., Srinivasan, J., Stouffer, R. J., Sumi, A., and Taylor, K. E.: Climate Models and Their Evaluation, in: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change, edited by: Solomon, S., Qin, D., Manning, M., Chen, Z., Marquis, M., Averyt, K. B., Tignor, M., and Miller, H. L., Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, 2007. </reference>
		<reference numeration="77" content_type="text"> Rignot, E., Velicogna, I., van den Brooke, M. R., Monaghan, A., and Lenarts, J. T. M.: Acceleration of the contribution of the Greenland and Antarctic ice sheets to sea level rise, Geophys. Res. Lett., 38, L05503, http://dx.doi.org/10.1029/2011GL046583doi:10.1029/2011GL046583, 2011. </reference>
		<reference numeration="78" content_type="text"> Robock, A.: Volcanic eruptions and climate, Rev. Geophys., 38, 191â€“219, 2000, </reference>
		<reference numeration="79" content_type="text"> Roemmich, D. and Gilson, J.: The 2004â€“2008 mean and annual cycle of temperature, salinity, and steric height in the global ocean from the Argo Program, Prog. Oceanogr., 82, 81â€“100, 2009. </reference>
		<reference numeration="80" content_type="text"> Rothrock, D. A., Percival, D. B., and Wensnahan, M.: The decline in arctic sea-ice thickness: separating the spatial, annual, and interannual variability in a quarter century of submarine data, J. Geophys. Res., 113, C05003, http://dx.doi.org/10.1029/2007JC004252doi:10.1029/2007JC004252, 2008. </reference>
		<reference numeration="81" content_type="text"> Russell, G. L., Miller, J. R., and Rind, D.: A coupled atmosphere-ocean model for transient climate change studies. Atmos.-Ocean, 33, 683â€“730, 1995. </reference>
		<reference numeration="82" content_type="text"> Sato, M., Hansen, J. E., McCormick, M. P., and Pollack, J. B.: Stratospheric aerosol optical depths, 1850â€“1990, J. Geophys. Res., 98, 22987â€“22994, http://dx.doi.org/10.1029/93JD02553doi:10.1029/93JD02553, 1993. </reference>
		<reference numeration="83" content_type="text"> Schmidt, G. A., Ruedy, R., Hansen, J. E., Aleinov, I., Bell, N., Bauer, M., Bauer, S., Cairns, B., Canuto, V., Cheng, Y., Del Genio, A., Faluvegi, G., Friend, A. D., Hall, T. M., Hu, Y., Kelley, M., Kiang, N. Y., Koch, D., Lacis, A. A., Lerner, J., Lo, K. K., Miller, R. L., Nazarenko, L., Oinas, V., Perlwitz, J. P., Perlwitz, J., Rind, D., Romanou, A., Russell, G. L., Sato, M., Shindell, D. T., Stone, P. H., Sun, S., Tausnev, N., Thresher, D., and Yao, M.-S.: Present day atmospheric simulations using GISS ModelE: comparison to in-situ, satellite and reanalysis data, J. Clim., 19, 153â€“192, 2006. </reference>
		<reference numeration="84" content_type="text"> Shepherd, A., Wingham, D., Wallis, D., Giles, K., Laxon, S., Sundal, A. V.: Recent loss of floating ice and the consequent sea level contribution, Geophys. Res. Lett., 37, L13503, http://dx.doi.org/10.1029/2010GL042496doi:10.1029/2010GL042496, 2010. </reference>
		<reference numeration="85" content_type="text"> Shindell, D., Schmidt, G. A., Miller, R. L., and Rind, D.: Northern Hemisphere winter climate response to greenhouse gas, volcanic, ozone and solar forcing, J. Geophys. Res., 106, 7193â€“7210, 2001. </reference>
		<reference numeration="86" content_type="text"> Solomon, S., Daniel, J. S., Neely, R. R., Vernier, J. P., Dutton, E. G., and Thomason, L. W.: The persistently variable &quot;background&quot; stratospheric aerosol layer and global climate change, Science, 333, 866â€“870, 2011. </reference>
		<reference numeration="87" content_type="text"> Sorensen, L. S. and Forsberg, R.: Greenland ice sheet mass loss from GRACE monthly models, in: Gravity, Geoid and Earth Observations, edited by: Mertikas, S. P., Iag. Symp., 135, doi:10.1007/978-3-10634-7_70, 2010. </reference>
		<reference numeration="88" content_type="text"> Stott, P. A. and Forest, C. E.: Ensemble climate predictions using climate models and observational constraints, Phil. Trans. R. Soc. A, 365, 2029â€“2052, 2007. </reference>
		<reference numeration="89" content_type="text"> Svensmark, H., Bondo, T., and Svensmark, J.: Cosmic ray decreases affect atmospheric aerosols and clouds, Geophys. Lett., 36, L15101, http://dx.doi.org/10.1029/2009GL038429doi:10.1029/2009GL038429, 2009. </reference>
		<reference numeration="90" content_type="text"> Trenberth, K. E.: An imperative for climate change planning: tracking Earth&apos;s global energy, Curr. Opin. Environ. Sustainability, 1, 19â€“27, 2009. </reference>
		<reference numeration="91" content_type="text"> Trenberth, K. E.: The ocean is warming, isn&apos;t it? Nature, 465, 304, 2010. </reference>
		<reference numeration="92" content_type="text"> Trenberth, K. E. and Fasullo, J. T.: Tracking Earth&apos;s energy, Science, 328, 316â€“317, 2010. </reference>
		<reference numeration="93" content_type="text"> Tung, K. K., Zhou, J., and Camp, C. D.: Constraining model transient climate response using independent observations of solar-cycle forcing and response, Geophys. Res. Lett., 35, L17707, http://dx.doi.org/10.1029/2008GL034240doi:10.1029/2008GL034240, 2008. </reference>
		<reference numeration="94" content_type="text"> Velicogna, I.: Increasing rates of ice mass loss from the Greenland and Antarctic ice sheets revealed by GRACE, Geophys. Res. Lett., 36, L19503, http://dx.doi.org/10.1029/2009GL040222doi:10.1029/2009GL040222, 2009. </reference>
		<reference numeration="95" content_type="text"> von Schuckmann, K. and Le Traon, P.-Y.: How well can we derive Global Ocean Indicators from Argo data?, Ocean Sci. Discuss., 8, 999â€“1024, http://dx.doi.org/10.5194/osd-8-999-2011doi:10.5194/osd-8-999-2011, 2011. </reference>
		<reference numeration="96" content_type="text"> von Schuckmann, K., Gaillard, F., and Le Traon, P. Y.: Global hydrographic variability patterns during 2003â€“2008, J. Geophys. Res., 114, C09007, http://dx.doi.org/10.1029/2008JC005237doi:10.1029/2008JC005237, 2009. </reference>
		<reference numeration="97" content_type="text"> Washington, W. M., Weatherly, J. W., Meehl, G. A., Semtner, A. J., Bettge, T. W., Craig, A. P., Strand, W. G., Arblaster, J., Wayland, V. B., James, R., and Zhang, Y.: Parallel climate mmodel (PCM) control and transient simulations, Clim. Dyn., 16, 755â€“774, 2000. </reference>
		<reference numeration="98" content_type="text"> White, W. B., Lean, J., Cayan, D. R., and Dettinger, M. D.: Response of global upper ocean temperature to changing solar irradiance, J. Geophys. Res., 102, 3255â€“3266, 1997. </reference>
		<reference numeration="99" content_type="text"> White, W. B., Cayan, D. R., and Lean, J.: Global upper ocean heat storage response to radiative forcing from changing solar irradiance and increasing greenhouse gas/aerosol concentrations, J. Geophys. Res., 103, 21355â€“21366, 1998. </reference>
		<reference numeration="100" content_type="text"> Whittington, A. G., Hofmeister, A. M., and Nabelek, P. I.: Temperature-dependent thermal diffusivity of the Earth&apos;s crust and implications for magmatism, Nature, 458, 319â€“321, http://dx.doi.org/10.1038/nature07818doi:10.1038/nature07818, 2009. </reference>
		<reference numeration="101" content_type="text"> Wijffels, S. E., Willis, J., Domingues, C. M., Barker, P., White, N. J., Gronell, A., Ridgway, K., and Church, J. A.: Changing expendable bathythermograph fall rates and their impact on estimes of thermosteric sea level rise, J. Clim., 21, 5657â€“5672, 2008. </reference>
		<reference numeration="102" content_type="text"> Willis, J. K., Lyman, J. M., Johnson, G. C., and Gilson, J.: Correction to &quot;Recent cooling of the upper ocean&quot;, Geophys. Res. Lett., 34, L16601, http://dx.doi.org/10.1029/2007GL030323doi:10.1029/2007GL030323, 2007. </reference>
		<reference numeration="103" content_type="text"> Winton, M., Takahashi, K., and Held, I. M.: Importance of ocean heat uptake efficiency to transient climate change, J. Clim., 23, 2333â€“2344, 2010. </reference>
		<reference numeration="104" content_type="text"> Wong, T., Wielicki, B. A., Lee, R. B., Smith, G. L., Bush, K. A., and Willis, J. K.: Reexamination of the observed decadal variability of Earth radiation budget using altitude-corrected ERBE/ERBS nonscanner WFOV data, J. Clim., 19, 4028â€“4040, 2005. </reference>
		<reference numeration="105" content_type="text"> Wu, X., Heflin, M. B., Schotman, H., Vermeersen, B. L. A., Dong, D., Gross, R. S., Ivins, E. R., Moore, A. W., and Owen, S. E.: Simultaneous estimation of global present-day water transport and glacial isostatic adjustment, Nature Geosci., 3, 642â€“646, 2010. </reference>
		<reference numeration="106" content_type="text"> Wunsch, C., Ponte, R. M., and Heimbach, P.: Decadal trends in sea level patters: 1993â€“2004, J. Clim., 20, 5889â€“5911, 2007. </reference>
		<reference numeration="107" content_type="text"> Zwally, H. J., Li, J., Brenner, A. C., Beckley, M., Cornejo, H. G., Dimarzio, J., Giovinetto, M. B., Neumann, T. A., Robbins, J., Saba, J. L., Yi, D., and Wang, W.: Greenland ice sheet mass balance: distribution of increased mass loss with climate warming: 2003-07 versus 1992-2002, J. Glaciol., 57, 1â€“15, 2011. </reference>
	</references>
</article>

