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11 IMSC Session Program<br />

guarantees the most robust results. In addition, the authors have developed a method<br />

for the derivation of continuous time-dependent probability density functions called<br />

structure-oriented time-series analysis which we will also explain.<br />

In addition to the above mention methods, the project will focus on two other<br />

important aspects. First of all, the quality of the climate projection data will be<br />

investigated thoroughly with the aid of DWD's comprehensive climate data archive.<br />

For the inference of future changes only those statistics will be used for which the<br />

control runs of the individual climate projections have been successfully evaluated<br />

before. Furthermore, geostatistical methods will be applied in order to determine the<br />

smallest spatial scale on which results are still statistically significant.<br />

[1] Beniston, M., D. Stephenson, O. Christensen, C. Ferro, C. frei, S. Goyette, K.<br />

Halsnaes, T. Holt, K. Jylhä, B. Koffi, J. Palutikof, R. Schöll, T. Semmler, and K.<br />

Woth, 2007: Future exteme events in European Climate: an exploration of regional<br />

climate models. Climatic Change, 81, 71-95. DOI 10.1007/s10584-006-9226-z<br />

[2] Umweltbundesamt, 2005: Climate Change 07/05 – Berechnung der<br />

Wahrscheinlichkeiten für das Eintreten von Extremereignissen durch<br />

Klimaänderungen – Schwerpunkt Deutschland – Aurthors: Jonas, M., T. Staeger, C.<br />

D. Schönwiese<br />

Abstracts 307

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