This paper looks at the level of persistence in temperature anomalies series 114 European cities. Once this has been identified, time trend coefficients are estimated and results indicate that most examined display positive trends, supporting thus climate warming. Moreover, obtained confirm hypothesis long-memory behaviour cannot be neglected study series, changing, therefore, effect global