Detection of Fir Trees (Abies sibirica) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning

• Published in: Remote Sensing
• Main Authors: Safonova, Anastasiia, Tabik, Siham, Alcaraz Segura, Domingo, Rubtsov, Alexey, Maglinets, Yuriy, Herrera Triguero, Francisco
• Format: Article in Journal/Newspaper
• Language: English
• Published: MDPI 2019
• Subjects: Multi-class classification; Drone; Aerial photography; Siberian fir; Siberia; Deep learning; Convolutional neural networks; Forest health; Stolby; Sibirica
• Online Access: http://hdl.handle.net/10481/61827; https://doi.org/10.3390/rs11060643

We are very grateful to the reviewers for their valuable comments that helped to improve the paper. We appreciate the support of a vice-director of the “Stolby” State Nature Reserve, Anastasia Knorre. We also thank two Ph.D. students Egor Trukhanov and Anton Perunov from Siberian Federal University...