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Manuel Punzet, Frank Voß, Anja Voß, Ellen Kynast, and Ilona Bärlund

nonlinear properties in the regression model, were calculated with the Newton method iteratively. (ii) Regression models derived in Köppen–Geiger climate zones It is well known that regional climate plays a major role for thermal regime of freshwater systems. Therefore, the dataset was subdivided according to main regional climate zones. The division into climate zones hereby followed the updated Köppen–Geiger climates as presented by Kottek et al. (2006) . It is a quantitative classification of world

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