This dataset is associated with the paper entitled « The thermal plumbing system of Stromboli volcano, Aeolian Islands (Italy) inferred from electrical conductivity and induced polarization tomography” by A. Revil, A. Finizola, T. Johnson, T. Ricci, M. Gresse, E. Delcher, S. Barde-Cabusson, P.A. Duvillard, and M. Ripepe submitted to Journal of Geophysical Research-Solid Earth (one of the leading journals of the American Geophysical Union). The dataset comprised 6 datasets. 1. Remote sensing data acquired in 2013 for the Island of Stromboli. 2. Self-potential data for the Island of Stromboli acquired between 2004 and 2013. 3. Temperature data for the Island of Stromboli acquired between 2004 and 2013. 4. CO2 concentration data for the Island of Stromboli acquired between 2004 and 2013. 5. Induced polarization data along a profile crossing the volcano of Stromboli acquired in 2008. 6. Electrical resistivity data for the 3D electrical resistivity tomography of the volcano of Stromboli acquired between 2003 and 2013