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Blair, J.; Weiser, M. D.; Kaspari, M.; Miller, M.; Siler, C.; Marshall, K. E. 2020. Robust and simplified machine learning identification of pitfall trap-collected ground beetles at the continental scale. Ecology and Evolution 10 (23): 13143-13153. https://doi.org/10.1002/ece3.6905
Additional NEON samples (not yet archived at the Biorepository) were used in this research: full list of occurrences used.
This dataset includes 3 records.
NEON Biorepository Data Portal. 2024. Blair et al. 2020: Machine learning identification of ground beetles (repackaging of occurrences published by the NEON Biorepository Data Portal) Environmental Data Initiative. https://doi.org/10.6073/pasta/c9495d20407828932666c2311dd88b61 (Accessed via the NEON Biorepository Data Portal, https://biorepo.neonscience.org/, 2024-10-07).