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The purpose of this work is to study the Etesian
winds in the Saroniko Gulf to understand the complicate
physical processes that generate the windstorms in the Saroniko
Gulf. It is developed a study of the weather patterns
characteristic of the Saroniko Gulf and a comparisons of the
wind data measured on land by the station of Helliniko airport
(years: 1990–2000) and at sea by a buoy (years: 2000–
2002) during the month of August. It is presented a statistical
model that shows, as a probability of occurrence, the
variations of the wind speed in function of the variations of
the wind direction. Finally the statistical model is compared
with the RAMS limited area model during a test case in August
2004; the now-casting results obtained using these two
different methods are compared to data measured by station
of the automatic weather network of the HNMS
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