<?xml version="1.0" encoding="utf-8" standalone="no"?>
<!DOCTYPE article SYSTEM "http://www.clim-past.net/inc/cp/copernicus.dtd">
<article language="en">
	<journal>
		<journal_title>Climate of the Past</journal_title>
		<journal_url>www.clim-past.net</journal_url>
		<issn>1814-9324</issn>
		<eissn>1814-9332</eissn>
		<volume_number>3</volume_number>
		<issue_number>1</issue_number>
		<publication_year>2007</publication_year>
	</journal>
	<doi>10.5194/cp-3-169-2007</doi>
	<article_url>http://www.clim-past.net/3/169/2007/</article_url>
	<abstract_html>http://www.clim-past.net/3/169/2007/cp-3-169-2007.html</abstract_html>
	<fulltext_pdf>http://www.clim-past.net/3/169/2007/cp-3-169-2007.pdf</fulltext_pdf>
	<start_page>169</start_page>
	<end_page>180</end_page>
	<publication_date>2007-03-22</publication_date>
	<article_title content_type="html">Simulating sub-Milankovitch climate variations associated with vegetation dynamics</article_title>
	<authors>
		<author numeration="1" affiliations="1,2">
			<name>E. Tuenter</name>
			<email>tuenter@knmi.nl</email>
		</author>
		<author numeration="2" affiliations="1">
			<name>S. L. Weber</name>
		</author>
		<author numeration="3" affiliations="2">
			<name>F. J. Hilgen</name>
		</author>
		<author numeration="4" affiliations="2">
			<name>L. J. Lourens</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Royal Netherlands Meteorological Institute (KNMI), P.O. Box 201, 3730 AE De Bilt, The Netherlands</affiliation>
		<affiliation numeration="2" content_type="html">Department of Earth Sciences, Faculty of Geosciences, Utrecht University, Budapestlaan 4, 3584 CD Utrecht, The Netherlands</affiliation>
	</affiliations>
	<abstract content_type="html">Climate variability at sub-Milankovitch periods (between 2 and 15 kyr) is studied in a set of transient
simulations with a coupled atmosphere/ocean/vegetation model of intermediate complexity (CLIMBER-2). Focus is on
the region influenced by the African and Asian summer monsoon.  Pronounced variations at periods
of about 10 kyr (Asia and Africa) and about 5 kyr (Asia) are found in the monsoonal runoff in response to the
precessional forcing. In the model this is due to the following mechanism. For low summer insolation
(precession maximum) precipitation is low and desert expands at the expense of grass, while for high insolation
(precession minimum) precipitation is high and the tree fraction increases also reducing the grass fraction. This
induces sub-Milankovitch variations in the grass fraction and associated variations in the water holding capacity
of the soil. The runoff does not exhibit sub-Milankovitch variability when vegetation is kept fixed. High-latitude
vegetation also exhibits sub-Milankovitch variability under both obliquity and precessional
forcing. We thus hypothesize that sub-Milankovitch
variability can occur due to the dynamic response of the vegetation. However, this mechanism should be further tested
with more sophisticated climate/vegetation models.</abstract>
	<references>
		<reference numeration="1" content_type="text"> Becker, J., Lourens, L. J., Hilgen, F. J., van der Laan, F. J., Kouwenhoven, T. J., and Reichart, G. J.: Late pliocene climate variability on Milankovitch to millennial time scales: A high-resolution study of MIS100 from the Mediterranean., Palaeogeography, Palaeoclimatology, Palaeoecology, 228, 338&amp;ndash;360, 2005. </reference>
		<reference numeration="2" content_type="text"> Berger, A., Loutre, M. F., and Mélice, J. L.: Equatorial insolation: from precession harmonics to eccentricity frequencies, Clim. Past, 2, 131&amp;ndash;136, 2006. </reference>
		<reference numeration="3" content_type="text"> Berger, A L.: Long-term variations of daily insolation and Quaternary climatic changes, J. Atmos. Sci., 35, 2362&amp;ndash;2367, 1978. </reference>
		<reference numeration="4" content_type="text"> Broström, A., Coe, M., Harrison, S. P., Gallimore, R., Kutzbach, J. E., Foley, J., Prentice, I. C., and Behling, P.: Land surface feedbacks and palaeomonsoons in northern Africa, Geophys. Res. Lett., 25, 3615&amp;ndash;3618, 1998. </reference>
		<reference numeration="5" content_type="text"> Brovkin, V., Ganopolski, A., and Svirezhev, Y.: A continuous climate-vegetation classification for use in climate-biosphere studies, Ecological Modelling, 101, 251&amp;ndash;261, 1997. </reference>
		<reference numeration="6" content_type="text"> Claussen, M., Kubatzki, C., Brovkin, V., and Ganopolski, A.: Simulation of an abrupt change in Saharan vegetation in the mid-Holocene, Geophys. Res. Lett., 26, 2037&amp;ndash;2040, 1999. </reference>
		<reference numeration="7" content_type="text"> Claussen, M., Mysak, L. A., Weaver, A. J., Crucifix, M., Fichefet, T., Loutre, M.-F., Weber, S. L., Alcamo, J., Alexeev, V. A., Berger, A., Calov, R., Ganopolski, A., Goosse, H., Lohmann, G., Lunkeit, F., Mokhov, I. I., Petoukhov, V., Stone, P., and Wang, Z.: Earth system models of intermediate complexity: closing the gap in the spectrum of climate system models, Clim. Dyn., 18, 579&amp;ndash;586, 2002. </reference>
		<reference numeration="8" content_type="text"> Cramer, W., Bondeau, A., Woodward, F. I., Prentice, I. C., Betts, R. A., Brovkin, V., Cox, P. M., Fisher, V., Foley, J. A., Friend, A. D., Kucharik, C., Lomas, M. R., Ramankutty, N., Sitch, S., Smith, B., White, A., and Young-Molling, C.: Global response of terrestrial ecosystem structure and function to CO&lt;sub&gt;2&lt;/sub&gt; and climate change: results from six dynamic global vegetation models, Global Change Biology, 7, 357&amp;ndash;373, 2001. </reference>
		<reference numeration="9" content_type="text"> Crowley, T J., Kim, K.-Y., Mengel, J. G., and Short, D. A.: Modeling the 100,000-Year Climate Fluctuations in Pre-Pleistocene Time Series, Science, 255, 705&amp;ndash;707, 1992. </reference>
		<reference numeration="10" content_type="text"> Dickinson, R., Henderson-Sellers, A., Kennedy, P. J., and Wilson, M. F.: Biosphere-Atmosphere Transfer Scheme (BATS) for NCAR CCM, Tech. Rep. NCAR/TN-275-STR, National Center for Atmospheric Research, Boulder, Colo, USA, 69 pp, 1986. </reference>
		<reference numeration="11" content_type="text"> Doherty, R., Kutzbach, J., Foley, J., and Pollard, D.: Fully coupled climate/dynamical vegetation model simulations over Northern Africa during the mid-Holocene, Clim. Dyn., 16, 561&amp;ndash;573, 2000. </reference>
		<reference numeration="12" content_type="text"> Ganopolski, A., Kubatzki, C., Claussen, M., Brovkin, V., and Petoukhov, V.: The influence of vegetation-atmosphere-ocean interaction on climate during the mid-Holocene, Science, 280, 1916&amp;ndash;1919, 1998a. </reference>
		<reference numeration="13" content_type="text"> Ganopolski, A., Rahmstorf, S., Petoukhov, V., and Claussen, M.: Simulation of modern and glacial climates with a coupled global model of intermediate complexity, Nature, 391, 351&amp;ndash;356, 1998b. </reference>
		<reference numeration="14" content_type="text"> Ganopolski, A., Petoukhov, V., Rahmstorf, S., Brovkin, V., Claussen, M., Eliseev, A., and Kubatzki, C.: CLIMBER-2: a climate system model of intermediate complexity. Part II: model sensitivity, Clim. Dyn., 17, 735&amp;ndash;751, 2001. </reference>
		<reference numeration="15" content_type="text"> Hagelberg, T K., Bond, G., and deMenocal, P.: Milankovitch band forcing of sub-Milankovitch climate variability during the Pleistocene, Paleoceanography, 9, 545&amp;ndash;558, 1994. </reference>
		<reference numeration="16" content_type="text"> Heslop, D. and Dekkers, M J.: Spectral analysis of unevenly spaced climatic time series using CLEAN: signal recovery and derivation of significance levels using a Monte Carlo simulation, Phys. Earth Planet. Interiors, 130, 103&amp;ndash;116, 2002. </reference>
		<reference numeration="17" content_type="text"> Imbrie, J., Boyle, E. A., Clemens, S. C., Duffy, A., Howard, W. R., Kukla, G., Kutzbach, J., Martinsson, D. G., McIntyre, A., Mix, A. C., Molfino, B., Morley, J. J., Peterson, L. C., Pisias, N. G., Prell, W. L., Raymo, M. E., Shackleton, N. J., and Toggweiler, J. R.: On the structure and origin of major glaciation cycles 1. Linear responses to Milankovitch forcing, Paleoceanography, 7, 701&amp;ndash;738, 1992. </reference>
		<reference numeration="18" content_type="text"> Jackson, C S. and Broccoli, A J.: Orbital forcing of Arctic climate: mechanisms of climate response and implications for continental glaciation, Clim. Dyn., 21, 539&amp;ndash;557, doi:10.1007/s00382-003-0351-3, 2003. </reference>
		<reference numeration="19" content_type="text"> Kubatzki, C., Montoya, M., Rahmstorf, S., Ganopolski, A., and Claussen, M.: Comparison of the last interglacial climate simulated by a coupled global model of intermediate complexity and an AOGCM, Clim. Dyn., 16, 799&amp;ndash;814, 2000. </reference>
		<reference numeration="20" content_type="text"> Larrasoa&amp;ntilde;a, J C., Roberts, A. P., Rohling, E. J., Winkelhofer, M., and Wehausen, R.: Three million years of monsoon variability over the northern Sahara, Clim. Dyn., 21, 689&amp;ndash;698, doi:10.1007/s00382-003-0355-z, 2003. </reference>
		<reference numeration="21" content_type="text"> Le~Treut, H. and Ghil, M.: Orbital forcing, climatic interactions, and glaciation cycles, J. Geophys. Res., 88, 5167&amp;ndash;5190, 1983. </reference>
		<reference numeration="22" content_type="text"> McIntyre, A. and Molfino, B.: Forcing of Atlantic equatorial and subpolar millenial cycles by precession, Science, 274, 1867&amp;ndash;1870, 1996. </reference>
		<reference numeration="23" content_type="text"> Naidu, P D.: Driving forces of Indian summer monsoon on Milankovitch and sub-Milankovitch time scales: A review, Journal Geological Society of India, 52, 257&amp;ndash;272, 1998. </reference>
		<reference numeration="24" content_type="text"> Ortiz, J., Mix, A., Harris, S., and O&apos;Connell, S.: Diffuse spectral reflectance as a proxy for percent carbonate content in North Atlantic sediments, Paleoceanography, 14 , 171&amp;ndash;186, doi:10.1029/1998PA900021, 1999. </reference>
		<reference numeration="25" content_type="text"> Pestiaux, P., van der Mersch, I., and Berger, A.: Paleoclimate variability at frequencies ranging from 1 cycle per 10 000 years to 1 cycle per 1000 years: Evidence for nonlinear behaviour of the climate system, Climatic Change, 12, 9&amp;ndash;37, 1988. </reference>
		<reference numeration="26" content_type="text"> Petoukhov, V., Ganopolski, A., Brovkin, V., Claussen, M., Eliseev, A., Kubatzki, C., and Rahmstorf, S.: CLIMBER-2: a climate system model of intermediate complexity. Part I: model description and performance for present climate, Clim. Dyn., 16, 1&amp;ndash;17, 2000. </reference>
		<reference numeration="27" content_type="text"> Pokras, E M. and Mix, A C.: Earth&apos;s precession cycle and Quaternary climatic change in tropical Africa, Nature, 326, 486&amp;ndash;487, 1987. </reference>
		<reference numeration="28" content_type="text"> Roberts, D H., Lehar, J., and Dreher, J. W.: ime-Series Analysis with Clean. 1. Derivation of A Spectrum, Astronomical Journal, 93, 968&amp;ndash;989, 1987. </reference>
		<reference numeration="29" content_type="text"> Rodríguez-Tovar, F J. and Pardo-Ig\&apos;uzquiza, E.: Strong evidence of high-frequency (sub-Milankovitch) orbital forcing by amplitude modulation of Milankovitch signals, Earth Planet. Sci. Lett., 210, 179&amp;ndash;189, doi:10.1016/S0012-821X(03)00131-6, 2003. </reference>
		<reference numeration="30" content_type="text"> Saltzman, B. and Sutera, A.: A model of the internal feedback system involved in late Quaternary climatic variations, J. Atmos. Sci., 41, 736&amp;ndash;745, 1984. </reference>
		<reference numeration="31" content_type="text"> Short, D A., Mengel, J. G., Crowley, T. J., Hyde, W. T., and North, G. R.: Filtering of Milankovitch cycles by Earth&apos;s geography, Quat. Res., 35, 157&amp;ndash;173, 1991. </reference>
		<reference numeration="32" content_type="text"> Steenbrink, J., Kloosterboer-van Hoeve, M. L., and Hilgen, F. J.: Millennial-scale climate variations recorded in Early Pliocene colour reflectance time series from the lacustrine Ptolemais Basin (NW Greece), Global and Planetary Change, 36, 47&amp;ndash;75, 2003.  </reference>
		<reference numeration="33" content_type="text"> Stocker, T F., Wright, D. G., and Mysak, L. A.: A zonally averaged coupled ocean-atmosphere for paleoclimate studies, J. Climate, 5, 773&amp;ndash;797, 1992. </reference>
		<reference numeration="34" content_type="text"> Sun, J. and Huang, X.: Half-precessional cycles recorded in Chines loess: response to low-latitude insolation forcing during the last interglaciation, Quat. Sci. Rev., 25, 1065&amp;ndash;1072, 2006. </reference>
		<reference numeration="35" content_type="text"> Tuenter, E., Weber, S. L., Hilgen, F. J., and Lourens, L. J.: The response of the African summer monsoon to remote and local forcing due to precession and obliquity, Global and Planetary Change, 36, 219&amp;ndash;235, 2003. </reference>
		<reference numeration="36" content_type="text"> Tuenter, E., Weber, S. L., Hilgen, F. J., Lourens, L. J., and Ganopolski, A.: Simulation of climate phase lags in the response to precession and obliquity forcing and the role of vegetation, Clim. Dyn., 24, 279&amp;ndash;295, doi:10.1007/s00382-004-0490-1, 2005. </reference>
	</references>
</article>

