The Excesses Over Threshold (EOT)(cf. [1]) techniques have been applied in another researches over environmental data set with good results. They have been used for the creation of model of periods of drought (cf. [2]), hurricanes (cf. [3]), air pollution(cf. [4]),... . In this paper the series of wind speed are fitness with EOT techniques. Another magnitudes associated are also studied, the duration of wind squall or the maximum wind in the squall, for example. The techniques EOT are applied to wind speed data in the Ebro Valley.
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