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<front>
<journal-meta>
<journal-id journal-id-type="publisher">BG</journal-id>
<journal-title-group>
<journal-title>Biogeosciences</journal-title>
<abbrev-journal-title abbrev-type="publisher">BG</abbrev-journal-title>
<abbrev-journal-title abbrev-type="nlm-ta">Biogeosciences</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1726-4189</issn>
<publisher><publisher-name>Copernicus Publications</publisher-name>
<publisher-loc>Göttingen, Germany</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.5194/bg-11-4271-2014</article-id>
<title-group>
<article-title>Carbon cycle uncertainty in the Alaskan Arctic</article-title>
</title-group>
<contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Fisher</surname>
<given-names>J. B.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Sikka</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Oechel</surname>
<given-names>W. C.</given-names>
<ext-link>https://orcid.org/0000-0002-3504-026X</ext-link>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Huntzinger</surname>
<given-names>D. N.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Melton</surname>
<given-names>J. R.</given-names>
<ext-link>https://orcid.org/0000-0002-9414-064X</ext-link>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Koven</surname>
<given-names>C. D.</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ahlström</surname>
<given-names>A.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Arain</surname>
<given-names>M. A.</given-names>
</name>
<xref ref-type="aff" rid="aff7">
<sup>7</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Baker</surname>
<given-names>I.</given-names>
</name>
<xref ref-type="aff" rid="aff8">
<sup>8</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Chen</surname>
<given-names>J. M.</given-names>
<ext-link>https://orcid.org/0000-0002-8682-1293</ext-link>
</name>
<xref ref-type="aff" rid="aff9">
<sup>9</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ciais</surname>
<given-names>P.</given-names>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Davidson</surname>
<given-names>C.</given-names>
</name>
<xref ref-type="aff" rid="aff11">
<sup>11</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Dietze</surname>
<given-names>M.</given-names>
</name>
<xref ref-type="aff" rid="aff12">
<sup>12</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>El-Masri</surname>
<given-names>B.</given-names>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
</contrib>
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<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff14">
<sup>14</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Huntingford</surname>
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</name>
<xref ref-type="aff" rid="aff15">
<sup>15</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Jain</surname>
<given-names>A. K.</given-names>
<ext-link>https://orcid.org/0000-0002-4051-3228</ext-link>
</name>
<xref ref-type="aff" rid="aff13">
<sup>13</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Levy</surname>
<given-names>P. E.</given-names>
<ext-link>https://orcid.org/0000-0002-8505-1901</ext-link>
</name>
<xref ref-type="aff" rid="aff16">
<sup>16</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Lomas</surname>
<given-names>M. R.</given-names>
</name>
<xref ref-type="aff" rid="aff17">
<sup>17</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Poulter</surname>
<given-names>B.</given-names>
<ext-link>https://orcid.org/0000-0002-9493-8600</ext-link>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Price</surname>
<given-names>D.</given-names>
</name>
<xref ref-type="aff" rid="aff18">
<sup>18</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Sahoo</surname>
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</name>
<xref ref-type="aff" rid="aff19">
<sup>19</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Schaefer</surname>
<given-names>K.</given-names>
</name>
<xref ref-type="aff" rid="aff20">
<sup>20</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Tian</surname>
<given-names>H.</given-names>
<ext-link>https://orcid.org/0000-0002-1806-4091</ext-link>
</name>
<xref ref-type="aff" rid="aff21">
<sup>21</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Tomelleri</surname>
<given-names>E.</given-names>
</name>
<xref ref-type="aff" rid="aff22">
<sup>22</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Verbeeck</surname>
<given-names>H.</given-names>
<ext-link>https://orcid.org/0000-0003-1490-0168</ext-link>
</name>
<xref ref-type="aff" rid="aff23">
<sup>23</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Viovy</surname>
<given-names>N.</given-names>
<ext-link>https://orcid.org/0000-0002-9197-6417</ext-link>
</name>
<xref ref-type="aff" rid="aff10">
<sup>10</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Wania</surname>
<given-names>R.</given-names>
</name>
<xref ref-type="aff" rid="aff24">
<sup>24</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Zeng</surname>
<given-names>N.</given-names>
<ext-link>https://orcid.org/0000-0002-7489-7629</ext-link>
</name>
<xref ref-type="aff" rid="aff25">
<sup>25</sup>
</xref>
</contrib>
<contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Miller</surname>
<given-names>C. E.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group><aff id="aff1">
<label>1</label>
<addr-line>Jet Propulsion Laboratory, California Institute of Technology, 4800 Oak Grove Drive, Pasadena, CA, 91109, USA</addr-line>
</aff>
<aff id="aff2">
<label>2</label>
<addr-line>Global Change Research Group, Department of Biology, San Diego State University, San Diego, CA, 92182, USA and the Department of Environment, Earth, and Ecosystems, The Open University, Milton Keynes, UK</addr-line>
</aff>
<aff id="aff3">
<label>3</label>
<addr-line>School of Earth Sciences &amp; Environmental Sustainability, Northern Arizona University, P.O. Box 5694, Flagstaff, AZ, 86011, USA</addr-line>
</aff>
<aff id="aff4">
<label>4</label>
<addr-line>Canadian Centre for Climate Modelling and Analysis, Environment Canada, Victoria, BC, V8W 2Y2, Canada</addr-line>
</aff>
<aff id="aff5">
<label>5</label>
<addr-line>Earth Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, 94708, USA</addr-line>
</aff>
<aff id="aff6">
<label>6</label>
<addr-line>Department of Physical Geography and Ecosystem Science, Lund University, Sölvegatan 12, 223 62, Lund, Sweden</addr-line>
</aff>
<aff id="aff7">
<label>7</label>
<addr-line>School of Geography &amp; Earth Sciences and McMaster Centre for Climate Change, McMaster University, Hamilton, ON, Canada</addr-line>
</aff>
<aff id="aff8">
<label>8</label>
<addr-line>Atmospheric Science Department, Colorado State University, Fort Collins, CO, 80523-1371, USA</addr-line>
</aff>
<aff id="aff9">
<label>9</label>
<addr-line>Department of Geography, University of Toronto, 100 St. George Street, Toronto, Ontario, M5S 3G3, Canada</addr-line>
</aff>
<aff id="aff10">
<label>10</label>
<addr-line>Laboratoire des Sciences du Climat et l&apos;Environnement, Orme des Merisiers, bat. 701 &amp;ndash; Point courier 129, 91191 Gif Sur Yvette, France</addr-line>
</aff>
<aff id="aff11">
<label>11</label>
<addr-line>Program in Ecology, Evolution, and Conservation Biology, University of Illinois at Urbana-Champaign, 505 S. Goodwin Ave, Urbana, IL, 61801, USA</addr-line>
</aff>
<aff id="aff12">
<label>12</label>
<addr-line>Department of Earth and the Environment, Boston University, 675 Commonwealth Ave, Boston, MA, 02215, USA</addr-line>
</aff>
<aff id="aff13">
<label>13</label>
<addr-line>Department of Atmospheric Sciences, University of Illinois, Urbana, IL, 61801, USA</addr-line>
</aff>
<aff id="aff14">
<label>14</label>
<addr-line>Climate Change Science Institute and Environmental Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, 37831-6301, USA</addr-line>
</aff>
<aff id="aff15">
<label>15</label>
<addr-line>Centre for Ecology and Hydrology, Benson Lane, Wallingford, OX10 8BB, UK</addr-line>
</aff>
<aff id="aff16">
<label>16</label>
<addr-line>Centre for Ecology and Hydrology, Penicuik, Midlothian, EH26 0QB, UK</addr-line>
</aff>
<aff id="aff17">
<label>17</label>
<addr-line>Centre for Terrestrial Carbon Dynamics, University of Sheffield, Dept. of Animal &amp; Plant Sciences, Western Bank, Sheffield, S10 2TN, UK</addr-line>
</aff>
<aff id="aff18">
<label>18</label>
<addr-line>Natural Resources Canada, Northern Forestry Centre, 5320 – 122 Street Northwest, Edmonton, Alberta, T6H 3S5, Canada</addr-line>
</aff>
<aff id="aff19">
<label>19</label>
<addr-line>Department of Civil and Environmental Engineering, Princeton University, Princeton, New Jersey, 08544, USA</addr-line>
</aff>
<aff id="aff20">
<label>20</label>
<addr-line>National Snow and Ice Data Center, Cooperative Institute for Research in Environmental Sciences, University of Colorado at Boulder, Boulder, CO, 80309, USA</addr-line>
</aff>
<aff id="aff21">
<label>21</label>
<addr-line>School of Forestry and Wildlife Sciences, Auburn University, 602 Duncan Drive, Auburn, AL, 36849, USA</addr-line>
</aff>
<aff id="aff22">
<label>22</label>
<addr-line>Biogeochemical Model-Data Integration Group, Max Planck Institute for Biogeochemistry, Hans-Knöll-Str. 10, 07745, Jena, Germany</addr-line>
</aff>
<aff id="aff23">
<label>23</label>
<addr-line>Laboratory of Plant Ecology, Faculty of Bioscience Engineering, Ghent University, Coupure Links 653, 9000 Ghent, Belgium</addr-line>
</aff>
<aff id="aff24">
<label>24</label>
<addr-line>Institut des Sciences de l&apos;Evolution (UMR5554, CNRS), Université Montpellier 2, Place Eugène Bataillon, 34090 Montpellier, France</addr-line>
</aff>
<aff id="aff25">
<label>25</label>
<addr-line>Department of Atmospheric and Oceanic Science, University of Maryland, 2417 Computer and Space Sciences Building, College Park, MD, 20742-2425, USA</addr-line>
</aff>
<pub-date pub-type="epub">
<day>14</day>
<month>08</month>
<year>2014</year>
</pub-date>
<volume>11</volume>
<issue>15</issue>
<fpage>4271</fpage>
<lpage>4288</lpage>
<permissions>
<copyright-statement>Copyright: &#x000a9; 2014 J. B. Fisher et al.</copyright-statement>
<copyright-year>2014</copyright-year>
<license license-type="open-access">
<license-p>This work is licensed under the Creative Commons Attribution 3.0 Unported License. To view a copy of this licence, visit <ext-link ext-link-type="uri"  xlink:href="https://creativecommons.org/licenses/by/3.0/">https://creativecommons.org/licenses/by/3.0/</ext-link></license-p>
</license>
</permissions>
<self-uri xlink:href="https://bg.copernicus.org/articles/11/4271/2014/bg-11-4271-2014.html">This article is available from https://bg.copernicus.org/articles/11/4271/2014/bg-11-4271-2014.html</self-uri>
<self-uri xlink:href="https://bg.copernicus.org/articles/11/4271/2014/bg-11-4271-2014.pdf">The full text article is available as a PDF file from https://bg.copernicus.org/articles/11/4271/2014/bg-11-4271-2014.pdf</self-uri>
<abstract>
<p>Climate change is leading to a disproportionately large warming in the high
northern latitudes, but the magnitude and sign of the future carbon balance
of the Arctic are highly uncertain. Using 40 terrestrial biosphere models for
the Alaskan Arctic from four recent model intercomparison projects – NACP
(North American Carbon Program) site and regional syntheses, TRENDY (Trends
in net land atmosphere carbon exchanges), and WETCHIMP (Wetland and Wetland
CH&lt;sub&gt;4&lt;/sub&gt; Inter-comparison of Models Project) – we provide a baseline of
terrestrial carbon cycle uncertainty, defined as the multi-model standard
deviation (σ) for each quantity that follows. Mean annual absolute
uncertainty was largest for soil carbon (14.0 ± 9.2 kg C m&lt;sup&gt;−2&lt;/sup&gt;),
then gross primary production (GPP)
(0.22 ± 0.50 kg C m&lt;sup&gt;−2&lt;/sup&gt; yr&lt;sup&gt;&amp;minus;1&lt;/sup&gt;), ecosystem respiration (Re)
(0.23 ± 0.38 kg C m&lt;sup&gt;−2&lt;/sup&gt; yr&lt;sup&gt;&amp;minus;1&lt;/sup&gt;), net primary production (NPP)
(0.14 ± 0.33 kg C m&lt;sup&gt;−2&lt;/sup&gt; yr&lt;sup&gt;&amp;minus;1&lt;/sup&gt;), autotrophic respiration (Ra)
(0.09 ± 0.20 kg C m&lt;sup&gt;−2&lt;/sup&gt; yr&lt;sup&gt;&amp;minus;1&lt;/sup&gt;), heterotrophic respiration
(Rh) (0.14 ± 0.20 kg C m&lt;sup&gt;−2&lt;/sup&gt; yr&lt;sup&gt;&amp;minus;1&lt;/sup&gt;), net ecosystem exchange
(NEE) (−0.01 ± 0.19 kg C m&lt;sup&gt;−2&lt;/sup&gt; yr&lt;sup&gt;&amp;minus;1&lt;/sup&gt;), and CH&lt;sub&gt;4&lt;/sub&gt; flux
(2.52 ± 4.02 g CH&lt;sub&gt;4&lt;/sub&gt; m&lt;sup&gt;−2&lt;/sup&gt; yr&lt;sup&gt;&amp;minus;1&lt;/sup&gt;). There were no
consistent spatial patterns in the larger Alaskan Arctic and boreal regional
carbon stocks and fluxes, with some models showing NEE for Alaska as a strong
carbon sink, others as a strong carbon source, while still others as carbon
neutral. Finally, AmeriFlux data are used at two sites in the Alaskan Arctic
to evaluate the regional patterns; observed seasonal NEE was captured within
multi-model uncertainty. This assessment of carbon cycle uncertainties may be
used as a baseline for the improvement of experimental and modeling
activities, as well as a reference for future trajectories in carbon cycling
with climate change in the Alaskan Arctic and larger boreal region.</p>
</abstract>
<counts><page-count count="18"/></counts>
</article-meta>
</front>
<body/>
<back>
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