TY  - JOUR 
AU  - Safonova, Anastasiia
AU  - Tabik, Siham
AU  - Alcaraz Segura, Domingo
AU  - Rubtsov, Alexey
AU  - Maglinets, Yuriy
AU  - Herrera Triguero, Francisco
PY  - 2019
UR  - http://hdl.handle.net/10481/61827
AB  - Invasion of the Polygraphus proximus Blandford bark beetle causes catastrophic damage to forests with firs (Abies sibirica Ledeb) in Russia, especially in Central Siberia. Determining tree damage stage based on the shape, texture and colour of tree...
LA  - eng
PB  - MDPI
KW  - Multi-class classification
KW  - Drone
KW  - Aerial photography
KW  - Siberian fir
KW  - Siberia
KW  - Deep learning
KW  - Convolutional neural networks
KW  - Forest health
TI  - Detection of Fir Trees (Abies sibirica) Damaged by the Bark Beetle in Unmanned Aerial Vehicle Images with Deep Learning
DO  - 10.3390/rs11060643
ER  -