IHerbSpec
  • IHerbSpec Protocol
    • Home - IHerbSpec Protocol
    • Preface
    • Changes Since Last Version
    • Part 1 – Overview
    • Part 2 – Workflow
    • Part 3 – Filenames
    • Part 4 – Metadata
    • Part 5 – Instrumentation
    • Part 6 – Tissue Selection
    • References
    • Appendix I
    • Appendix II
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Contributions to Herbarium-based Spectral Science

White, D. M., F. Durgante, M. Austin, J. A. Guzmán Q., J. Kennedy, C. Nichodemus, N. Ahlstrand, C. Baraloto, B. Bektaş, K. Boughalmi, W. Cardinal-McTeague, T. L. P. Couvreur, R. Fortier, R. Fuller, O. Grace, R. Jackson, K. Karbstein, S. Kothari, A. Lee, J. Lira Viana, E. Martinez-Victoria, J. E. Meireles, T. Murphy, C. Rodriguez Vaz, D. Spalink, H. Tuomisto, C. Vasconcelos, J. Cavender-Bares. A Protocol for Standardizing Measurements and Enabling Global Harmonization of Herbarium Leaf Reflectance Spectra. EcoEvoRxiv (2026). https://doi.org/10.32942/X2SD4D


Boughalmi, K., P.G. Santacruz Endara, L.A. Bennett, M. Ecarnot, S. Bazan, D. Bastianelli, L. Bonnal, T.L.P Couvreur. Discrimination of Annonaceae using herbarium leaf reflectance spectra under limited sample size conditions. bioRxiv (2026). https://doi.org/10.1101/2025.09.02.673631


Cavender-Bares, J., D.M. White, N.I. Ahlstrand, M. Austin, D. Bastianelli, S. Bazan, K. Boughalmi, W. Cardinal-McTeague, E. Chacón-Madrigal, T.L.P. Couvreur, C.C. Davis, F.M. Durgante, O.M. Grace, J.A. Guzmán Q., K. Hansen, M.S. Hernández-Leal, M.J.G. Hopkins, R. Jackson, S. Kothari, A.K. Lee, É. Léveillé-Bourret, J. Pinto-Ledezma, N.L.Q. Casaverde, J.E. Meireles, B. Neto-Bradley, C.O. Nichodemus, R.H. Ree, M. Schmull, D.E. Soltis, P.S. Soltis, H. Tuomisto, S. Ustin, C.C. Vasconcelos. Next-generation specimen digitization: capturing reflectance spectra from the world’s herbaria for modeling plant biology across time, space, and taxa. New Phytologist (2025). https://doi.org/10.1111/nph.70645


Neto-Bradley, B.M., P. Bonnet, H. Goëau, A. Joly, J. Cavender-Bares, D.A. Coomes. Using reflectance spectra and Pl@ntNet to identify herbarium specimens: A case study with Lithocarpus. New Phytologist (2025). https://doi.org/10.1111/nph.70258


White, D.M., J. Cavender-Bares, C.C. Davis, J.A. Guzmán Q., S. Kothari, J.M. Robles, J.E. Meireles. Seeing herbaria in a new light: Leaf reflectance spectroscopy unlocks trait and classification modeling in plant biodiversity collections. New Phytologist (2025). https://doi.org/10.1111/nph.70357