TY  -  
T1  - Comparison of Laser and Stereo Optical, SAR and InSAR Point Clouds from Air- and Space-Borne Sources in the Retrieval of Forest Inventory Attributes 
SN  -  /  
UR  - http://hdl.handle.net/10138/175356 
T3  -  
A1  - Yu, Xiaowei; Hyyppä, Juha; Karjalainen, Mika; Nurminen, Kimmo; Karila, Kirsi; Vastaranta, Mikko; Kankare, Ville; Kaartinen, Harri; Holopainen, Markus; Honkavaara, Eija; Kukko, Antero; Jaakkola, Anttoni; Liang, Xinlian; Wang, Yunsheng; Hyyppä, Hannu; Katoh, Masato 
A2  -  
PB  -  
Y1  - 2015 
LA  - eng 
AB  - It is anticipated that many of the future forest mapping applications will be based on three-dimensional (3D) point clouds. A comparison study was conducted to verify the explanatory power and information contents of several 3D remote sensing data sources on the retrieval of above ground biomass (AGB), stem volume (VOL), basal area (G), basal-area weighted mean diameter (D-g) and Lorey's mean height (H-g) at the plot level, utilizing the following data: synthetic aperture radar (SAR) Interferome... 
VO  -  
IS  -  
SP  -  
OP  -  
KW  - forest inventory; 3D technique; point cloud; airborne laser scanning; photogrammetry; radargrammetry; InSAR; BOREAL FORESTS; SCANNER DATA; RADAR INTERFEROMETRY; SMALL-FOOTPRINT; TIMBER VOLUME; HEIGHT MODELS; TREE HEIGHT; STEM VOLUME; TANDEM-X; BIOMASS; 4112 Forestry 
N1  -   
PP  -  
ER  -