Title :
Canopy vertical structure using MODIS Bidirectional Reflectance data
Author :
Wang, Zhuosen ; Schaaf, Crystal B. ; Philip, Lewis ; Knyazikhin, Yuri ; Schull, Mitchell A. ; Strahler, Alan H. ; Myneni, Ranga B. ; Chopping, Mark
Author_Institution :
Center for Remote Sensing, Boston Univ., Boston, MA, USA
Abstract :
Canopy spectral invariant variables, escape probability and recollision probability, are wavelength independent and intrinsic canopy structure properties. They provide a physical interpretation of the correlation between canopy architecture and multi-angle spectral data. The 500m Moderate resolution Imaging Spectroadiometer (MODIS) Bidirectional Reflectance Distribution Function (BRDF) product from study sites at Howland Forest, Maine are used to develop multivariate linear regression models to estimate canopy vertical structure using both escape probabilities and directional reflectance. These are compared with canopy height information which has been retrieved from the airborne Laser Vegetation Imaging Sensor (LVIS) at a finer scale spatial resolution. Both the escape probability and the directional reflectance approaches achieve similar results with correlation coefficients of 0.63-0.66. This suggests that the MODIS 500m BRDF data can be useful in extrapolating limited lidar information on canopy vertical structure to larger regional areas.
Keywords :
atmospheric boundary layer; optical radar; radiometry; regression analysis; vegetation mapping; Bidirectional Reflectance Distribution Function; Howland Forest; MODIS BRDF data; MODIS bidirectional reflectance data; Maine; Moderate resolution Imaging Spectroadiometer; USA; airborne Laser Vegetation Imaging Sensor; canopy architecture; canopy height information; canopy spectral invariant variables; canopy vertical structure; correlation coefficients; directional reflectance; escape probabilities; intrinsic canopy structure properties; lidar information; multiangle spectral data; multivariate linear regression models; recollision probability; spatial resolution; wavelength independent; Bidirectional control; Laser radar; MODIS; Mathematical model; Photonics; Reflectivity; Remote sensing; LVIS; MODIS BRDF; canopy vertical structure;
Conference_Titel :
Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2010 2nd Workshop on
Conference_Location :
Reykjavik
Print_ISBN :
978-1-4244-8906-0
Electronic_ISBN :
978-1-4244-8907-7
DOI :
10.1109/WHISPERS.2010.5594952