A continental-scale dataset of ground beetles with high-resolution images and validated morphological trait measurements.

Thu, 01 Jan 2026 00:00:00 +0100

S. M. Rayeed , Mridul Khurana, Alyson East, Isadora E. Fluck, Elizabeth G. Campolongo, Samuel Stevens, Iuliia Zarubiieva, Scott C. Lowe, Michael W. Denslow, Evan Donoso, Jiaman Wu, Michelle Ramirez, Benjamin Baiser, Charles V. Stewart, Paula M. Mabee, Tanya Y. Berger-Wolf, Anuj Karpatne, Hilmar Lapp , Robert P. Guralnick, Graham W. Taylor, Sydne Record:
A continental-scale dataset of ground beetles with high-resolution images and validated morphological trait measurements. CoRR abs/2601.10687 (2026)