The adopted RF [RandomForest] machine-learning approach was shown to reproduce the Landsat-8 reference LAI with high accuracy… based on a relatively limited suite of spectral variables…. This was despite the fact that a more spectrally enhanced dataset, including critical bands in the shortwave infrared domain, was needed for the Landsat-based LAI retrieval in order to reproduce observed multi-day features with sufficient accuracy