The MauveDB project is motivated by the tremendous increase in the number of distributed measurement infrastructures such as wireless sensor networks that continuously generate invaluable data about our everyday world. However, the potential of this data has been hard to realize mainly because of the typically incomplete, imprecise, erroneous, and uncertain nature of the data generated. The MauveD