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        <dc:title>Spatial Analysis of Weather-induced Annual and&#13;
Decadal Average Yield Variability as Modeled by EPIC&#13;
for Rain-fed Wheat in Europe</dc:title>
        <dc:creator>Khabarov, N.</dc:creator>
        <dc:creator>Balkovic, J.</dc:creator>
        <dc:creator>Schmid, E.</dc:creator>
        <dc:creator>Schwartz, A.</dc:creator>
        <dc:creator>Azevedo, L.</dc:creator>
        <dc:creator>Obersteiner, M.</dc:creator>
        <dc:description>In our analysis we evaluate the accuracy of near-term (decadal) average crop yield assessments as supported by the biophysical crop growth model EPIC. A spatial assessment of averages and variability has clear practical implications for agricultural producers and investors concerned with an estimation of the basic stochastic characteristics of a crop yield distribution. &#13;
As a reliable weather projection for a time period of several years will apparently remain a challenge in the near future, we have employed the existing gridded datasets on historical weather as a best proxy for the current climate. Based on different weather inputs to EPIC, we analyzed the model runs (as implemented by IIASA and BOKU) for the rain-fed wheat for 1968-2007 employing AgGRID/GGCMIii) simulations that use harmonized inputs and assumptions (weather datasets: GRASP and Princeton).</dc:description>
        <dc:date>2017-02-27</dc:date>
        <dc:type>Conference or Workshop Item</dc:type>
        <dc:type>NonPeerReviewed</dc:type>
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        <dc:language>en</dc:language>
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        <dc:identifier>https://pure.iiasa.ac.at/id/eprint/14455/1/Poster-Khabarov-EPIC-Yields-Variability-TallA0-09.pdf</dc:identifier>
        <dc:identifier>  Khabarov, N. &lt;https://pure.iiasa.ac.at/view/iiasa/151.html&gt; ORCID: https://orcid.org/0000-0001-5372-4668 &lt;https://orcid.org/0000-0001-5372-4668&gt;, Balkovic, J. &lt;https://pure.iiasa.ac.at/view/iiasa/23.html&gt; ORCID: https://orcid.org/0000-0003-2955-4931 &lt;https://orcid.org/0000-0003-2955-4931&gt;, Schmid, E., Schwartz, A. &lt;https://pure.iiasa.ac.at/view/iiasa/275.html&gt;, Azevedo, L. &lt;https://pure.iiasa.ac.at/view/iiasa/21.html&gt;, &amp; Obersteiner, M. &lt;https://pure.iiasa.ac.at/view/iiasa/219.html&gt; ORCID: https://orcid.org/0000-0001-6981-2769 &lt;https://orcid.org/0000-0001-6981-2769&gt;  (2017).  Spatial Analysis of Weather-induced Annual and Decadal Average Yield Variability as Modeled by EPIC for Rain-fed Wheat in Europe.   In: IIASA Institutional Evaluation 2017, 27 February-1 March 2017, IIASA, Laxenburg, Austria.     </dc:identifier></oai_dc:dc>
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