Introduction The urgency of global biodiversity assessment is driving the application of reflectance spectroscopy as a broadly informative technology for advancing systematic knowledge of plant diversity at scales ranging from molecules to continents (Serbin et al., 2014; Cavender-Bares et al., 2017, 2025; Meireles et al., 2020a).