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Observed climate changes in Croatia Climate change scenario

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and elongated) <strong>in</strong>dicates the need of dynamical downscal<strong>in</strong>g with even f<strong>in</strong>er horizontal resolution<br />

than the current 35 km.<br />

In summer, a relative decrease of total precipitation along the eastern Adriatic coast and<br />

its <strong>in</strong>land is larger than <strong>in</strong> spr<strong>in</strong>g and autumn, as total precipitation is smallest <strong>in</strong> summer. For a<br />

major part of our Adriatic coast and its <strong>in</strong>land a relative decrease of total precipitation <strong>in</strong> summer<br />

is over 20%, while <strong>in</strong> autumn and spr<strong>in</strong>g deficit is lower than 15%. This is <strong>in</strong>directly confirmed <strong>in</strong><br />

Fig. 2-5, where shaded areas of t-test <strong>in</strong>dicate statistical significance <strong>in</strong> total precipitation <strong>change</strong><br />

at the 95% confidence level. In summer, a decrease of total precipitation along the eastern<br />

Adriatic coast and <strong>in</strong>land is statistically significant (Fig. 2-5c), while <strong>in</strong> spr<strong>in</strong>g (Fig. 2-5b) and<br />

autumn (Fig. 2-5d) precipitation decrease <strong>in</strong> future <strong>climate</strong> is significant only <strong>in</strong> the southern part<br />

of the eastern Adriatic coast. It is <strong>in</strong>terest<strong>in</strong>g to notice that precipitation <strong>in</strong>crease <strong>in</strong> w<strong>in</strong>ter is not<br />

significant. It could be concluded therefore that <strong>in</strong> future <strong>climate</strong> <strong>in</strong> most of the year there will be<br />

a deficit <strong>in</strong> precipitation <strong>in</strong> western and southern <strong>Croatia</strong>, while the <strong>in</strong>crease <strong>in</strong> w<strong>in</strong>ter is not<br />

reliable. In northern parts of the country there will be no significant <strong>change</strong> <strong>in</strong> total precipitation <strong>in</strong><br />

future <strong>climate</strong>. Change <strong>in</strong> <strong>in</strong>terannual variation of precipitation described by the variation<br />

coefficient, <strong>in</strong>dicates an <strong>in</strong>crease <strong>in</strong> variability <strong>in</strong> future <strong>climate</strong>. It is pronounced ma<strong>in</strong>ly <strong>in</strong> the<br />

Mediterranean (mostly <strong>in</strong> summer, least <strong>in</strong> w<strong>in</strong>ter) and it is very weak north of 45 °N (not shown).<br />

The comparison of <strong>climate</strong> <strong>change</strong> <strong>in</strong> total precipitation <strong>in</strong> Fig. 2-4 with the results of<br />

global model <strong>in</strong>dicates the follow<strong>in</strong>g: the structure of anomaly fields <strong>in</strong> Fig. 2-4 generally<br />

co<strong>in</strong>cides with those from global model (compare with Giorgi and Coppola, 2007, and Branković<br />

et al. 2010); however, <strong>in</strong> Fig. 2-4 there are clearly details at a f<strong>in</strong>er scale, which cannot be seen<br />

<strong>in</strong> global model. In w<strong>in</strong>ter, the amplitude of positive anomaly (<strong>in</strong>crease of total precipitation) <strong>in</strong><br />

the littoral <strong>Croatia</strong> is slightly higher <strong>in</strong> RegCM (Fig. 2-4a), than <strong>in</strong> global model, where the result<br />

is mostly neutral. In summer, a decrease of total precipitation is slightly more evident <strong>in</strong> the<br />

littoral <strong>Croatia</strong> and its h<strong>in</strong>terland <strong>in</strong> RegCM model, while <strong>in</strong> global model it is more pronounced <strong>in</strong><br />

the northern <strong>Croatia</strong>. Therefore, model results should be <strong>in</strong>terpreted cautiously, as they could<br />

<strong>in</strong>dicate the opposite effects, particularly <strong>in</strong> the analysis at smaller scales (see comment <strong>in</strong><br />

2.1.4).<br />

(ii) Snow<br />

It is expected that the <strong>change</strong> <strong>in</strong> the coverage (spatial distribution) and height of snow<br />

cover <strong>in</strong> Europe will occur <strong>in</strong> association with global warm<strong>in</strong>g <strong>in</strong> w<strong>in</strong>ter (Fig. 2-2a). A large<br />

decrease of snow cover <strong>in</strong> future <strong>climate</strong>, more than 30 mm (but less than 50 mm) of equivalent<br />

water, can be found <strong>in</strong> the Alps (Fig. 2-6a). In other mounta<strong>in</strong>ous areas of middle and southern<br />

Europe (the Carpathians, the Balkan mounta<strong>in</strong>s, the Pyrenees) there will be a reduction of snow<br />

cover as well, and also <strong>in</strong> the lowlands of Germany, Poland and Russia. In our areas, the<br />

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