This deliverable focuses on the collection and processing of weather data from different weather stations to generate a reliable database of physical parameters used to correct bias in future climate datasets. It also includes a systematic study aimed at identifying the most effective method for incorporating the Urban Heat Island (UHI) effect into weather data.