TY  -  
T1  - Detecting European Aspen (Populus tremula L.) in Boreal Forests Using Airborne Hyperspectral and Airborne Laser Scanning Data 
SN  -  /  
UR  - http://hdl.handle.net/10138/318577 
T3  -  
A1  - Viinikka, Arto; Hurskainen, Pekka; Keski-Saari, Sarita; Kivinen, Sonja; Tanhuanpää, Topi; Mäyrä, Janne; Poikolainen, Laura; Vihervaara, Petteri; Kumpula, Timo 
A2  -  
PB  -  
Y1  - 2020 
LA  - eng 
AB  - Sustainable forest management increasingly highlights the maintenance of biological diversity and requires up-to-date information on the occurrence and distribution of key ecological features in forest environments. European aspen (Populus tremulaL.) is one key feature in boreal forests contributing significantly to the biological diversity of boreal forest landscapes. However, due to their sparse and scattered occurrence in northern Europe, the explicit spatial data on aspen remain scarce and i... 
VO  -  
IS  -  
SP  -  
OP  -  
KW  - 1172 Environmental sciences; european aspen; boreal forest; 4112 Forestry; 1171 Geosciences; hyperspectral imaging; Airborne Laser Scanning; tree species classification; 113 Computer and information sciences; machine learning; hyperspectral imaging; airborne laser scanning; machine learning; tree species classification; European aspen; boreal forest; TREE SPECIES CLASSIFICATION; IMAGING SPECTROMETRY DATA; LIDAR DATA; SPATIAL-RESOLUTION; LEAF; BIODIVERSITY; CHLOROPHYLL; INVENTORIES; DISCRIMINATION; REFLECTANCE 
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PP  -  
ER  -