23.11.2012 Aufrufe

Mitteilungen der Gesellschaft für Pflanzenbauwissenschaften Band 23

Mitteilungen der Gesellschaft für Pflanzenbauwissenschaften Band 23

Mitteilungen der Gesellschaft für Pflanzenbauwissenschaften Band 23

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impact assessment revealed that climate change will reduce crop yields which will,<br />

however, differ depending on the crop and region. Simulated climate change impacts<br />

were more pronounced for spring as compared to winter crops. Consi<strong>der</strong>ation of the<br />

effects of increasing CO2 concentration and technology development resulted in yield<br />

increases as compared to the baseline for all crops except maize, and differed<br />

depending on the scenario and the region. Our simulations also suggest some<br />

increase in yield variability due to climate change which, however, is less pronounced<br />

than the differences among scenarios which are particularly large when the effects of<br />

CO2 concentration and technology development are taken into account. Our results<br />

clearly stress the need for region-specific calibration of crop models used for pan-<br />

European assessments. We conclude that future work should focus on obtaining<br />

better data and improved methods for model calibration to account for spatial<br />

differences but also temporal changes in development and growth parameters as<br />

used in crop models.<br />

a. b. c.<br />

Fig. 1: Comparison between observed and simulated yields from three calibration<br />

methods; (a) phenology only, (b) using a yield correction factor, and (c) an extended<br />

calibration of selected growth parameters of winter wheat for 533 climate zones in<br />

Europe in the period from 1983 to 2006. See text for explanation of calibration<br />

methods.<br />

References<br />

JRC 1998: Estimation of the phenological calendar, Kc-curve and temperature sums for cereals, sugar<br />

beet, potato, sunflower and rapeseed across Pan Europe, Turkey and the Maghreb countries by<br />

means of transfer procedures. In: Willekens, A., J. van Orshoven, J. Feyen (eds.) European Commission<br />

(JRC-SAI) Agrometeorological transfer procedures: Vol. 1-3.<br />

Ittersum van, M.K., F. Ewert, T. Heckelei, J. Wery, J. Alkan Olsson, E. An<strong>der</strong>sen, I. Bezlepkina, F.<br />

Brouwer, M. Donatelli, G. Flichman et al. 2008: Integrated assessment of agricultural systems-A<br />

component-based framework for the European Union (SEAMLESS). Agric. Syst. 96:150-165.<br />

Therond, O., H. Hengsdijk, E. Casellas, D. Wallach, M. Adam, H. Belhouchette, R. Oomen, D. Russell,<br />

F. Ewert, J. Bergez, S. Janssen, J. Wery, M.K. van Ittersum 2011: Using a cropping system model at<br />

regional scale: Low-data approaches for crop management information and model calibration. Agric.<br />

Ecosyst. Environ. (in press).

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