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SLIC-UAV: A Method for monitoring recovery in tropical restoration projects through identification of signature species using UAVs [article]

Jonathan Williams, Carola-Bibiane Schönlieb, Tom Swinfield, Bambang Irawan, Eva Achmad, Muhammad Zudhi, Habibi, Elva Gemita, David A. Coomes
2020 arXiv   pre-print
To demonstrate SLIC-UAV, support vector machines and random forests were used to predict the species of hand-labelled crowns in a restoration concession in Indonesia.  ...  Here we present a new pipeline, SLIC-UAV, for processing Unmanned Aerial Vehicle (UAV) imagery to map early-successional species in tropical forests.  ...  Automated Species Mapping With SLIC-UAV The challenge in tracking biodiversity recovery during forest restoration is producing species classification methods that generalise over large contiguous areas  ... 
arXiv:2006.06624v1 fatcat:vx3as6joofa4vpzqhz3dkexare