PeerJ Author 35 Points Contributions by role Preprint Author 35 Contributions by subject area Computer Education Toshikazu Seto PeerJ Author Summary Spatial & Geographic Information Systems Past or current institution affiliations University of Tokyo Websites Google Scholar PeerJ Contributions Preprints 1 September 16, 2018 - Version: 1 Development and operation of GIS exercise materials for undergraduate students Hiroyuki Yamauchi, Takashi Oguchi, Yuichi S Hayakawa, Toshikazu Seto https://doi.org/10.7287/peerj.preprints.27219v1