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	<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>5</volume_number>
		<issue_number>2</issue_number>
		<publication_year>2009</publication_year>
	</journal>
	<doi>10.5194/cp-5-147-2009</doi>
	<article_url>http://www.clim-past.net/5/147/2009/</article_url>
	<abstract_html>http://www.clim-past.net/5/147/2009/cp-5-147-2009.html</abstract_html>
	<fulltext_pdf>http://www.clim-past.net/5/147/2009/cp-5-147-2009.pdf</fulltext_pdf>
	<start_page>147</start_page>
	<end_page>156</end_page>
	<publication_date>2009-04-09</publication_date>
	<article_title content_type="html">Climate reconstruction from pollen and &amp;delta;&lt;sup&gt;13&lt;/sup&gt;C records using inverse vegetation modeling &amp;ndash; Implication for past and future climates</article_title>
	<authors>
		<author numeration="1" affiliations="1">
			<name>C. Hatté</name>
			<email>christine.hatte@lsce.ipsl.fr</email>
		</author>
		<author numeration="2" affiliations="2,3">
			<name>D.-D. Rousseau</name>
		</author>
		<author numeration="3" affiliations="4,5">
			<name>J. Guiot</name>
		</author>
	</authors>
	<affiliations>
		<affiliation numeration="1" content_type="html">Laboratoire des Sciences du Climat et de l&apos;Environnement, UMR CEA-CNRS-UVSQ 1572, Domaine du CNRS, 91198 Gif-sur-Yvette, France</affiliation>
		<affiliation numeration="2" content_type="html">Ecole Normale Supérieure, Laboratoire de Météorologie Dynamique, UMR CNRS 8539, 24 rue Lhomond, 75231 Paris cedex, France</affiliation>
		<affiliation numeration="3" content_type="html">Lamont-Doherty Earth Observatory of Columbia University, Palisades, NY 10964, USA</affiliation>
		<affiliation numeration="4" content_type="html">CEREGE, CNRS/Aix-Marseille Université UMR 6635, BP 80, 13545 Aix-en-Provence cedex, France</affiliation>
		<affiliation numeration="5" content_type="html">ECCOREV, CNRS/Aix-Marseille Université FR 3098, BP 80, 13545 Aix-en-Provence cedex, France</affiliation>
	</affiliations>
	<abstract content_type="html">An improved inverse vegetation model has been designed to better specify
both temperature and precipitation estimates from vegetation descriptions.
It is based on the BIOME4 vegetation model and uses both vegetation &amp;delta;&lt;sup&gt;13&lt;/sup&gt;C and biome as constraints. Previous inverse models based on only
one of the two proxies were already improvements over standard
reconstruction methods such as the modern analog since these did not take
into account some external forcings, for example CO&lt;sub&gt;2&lt;/sub&gt; concentration.
&lt;br&gt;&lt;br&gt;
This new approach makes it possible to describe a potential &quot;isotopic
niche&quot;
defined by analogy with the &quot;climatic niche&quot; theory. Boreal and temperate
biomes simulated by BIOME4 are considered in this study. We demonstrate the
impact of CO&lt;sub&gt;2&lt;/sub&gt; concentration on biome existence domains by replacing a
&quot;most likely biome&quot; with another with increased CO&lt;sub&gt;2&lt;/sub&gt; concentration.
Additionally, the climate imprint on &amp;delta;&lt;sup&gt;13&lt;/sup&gt;C between and within
biomes is shown: the colder the biome, the lighter its potential isotopic
niche; and the higher the precipitation, the lighter the &amp;delta;&lt;sup&gt;13&lt;/sup&gt;C.
&lt;br&gt;&lt;br&gt;
For paleoclimate purposes, previous inverse models based on either biome or
&amp;delta;&lt;sup&gt;13&lt;/sup&gt;C did not allow informative paleoclimatic reconstructions of
both precipitation and temperature. Application of the new approach to the
Eemian of La Grande Pile palynological and geochemical records reduces the
range in precipitation values by more than 50% reduces the range in
temperatures by about 15% compared to previous inverse modeling
approaches. This shows evidence of climate instabilities during Eemian
period that can be correlated with independent continental and marine
records.</abstract>
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