This dataset contains 1000 reflectance scans (350-2500 nm, 1nm bands) of 100 vegetation species and orthorectified surface reflectance (400-1000 nm, 326 bands, 4-10 cm GSD) collected around the ABoVE domain. Ground scans were collected with a SpectralEvolution PSR+ spectroradiometer and imagery was collected with a UAV-based Headwall Micro A-series VNIR imaging spectrometer. Both datasets were collected in July and August of 2019 and 2020. Most acquisitions for both sensors occurred during the acquisitions of the NASA AVIRIS-NG sensor so that the plant functional types (PFT) at fine taxonomic resolution (eg. species) within the UAV images can be used to train models using AVIRIS-NG reflectance to generate PFT maps for each AVIRIS-NG scene.