Vaughn Shirey, Elise Larsen, Andra Doherty, Clifford A. Kim, Faisal T. Al-Sulaiman, Jomar D. Hinolan, Micael Gabriel A. Itliong, Mark Arcebal K. Naive, Minji Ku, Michael Belitz, Grace Jeschke, Vijay Barve, Gerardo Lamas, Akito Y. Kawahara, Robert Guralnick, Naomi E. Pierce, David J. Lohman, Leslie Ries. (2022) Lep Traits 1.0: Butterfly Traits 1.0: A globally comprehensive dataset of butterfly traits. Scientific Data 9:382