The LiDAR and hyperspectral data set were acquired during two missions with a Riegl LMS-Q780 sensor and a HYSPEX imaging spectrometer (400 nm to 1,000 nm; 158 bands). The first campaign was flown between March 25 to March 27 2015 and covered the study area below 2,500 m a.s.l, the second between November 10 and November 13 2016 and covered the remaining study plots. To read more about the LiDAR data please refer: doi:10.3390/rs14030786.