Title :
Inversion of the PROFLAIR leaf-canopy reflectance model for retrieval of forest canopy parameters
Author :
White, H. Peter ; Omari, K. ; Staenz, Karl ; King, Douglas J.
Author_Institution :
Canada Centre for Remote Sensing, Ottawa, ON, Canada
Abstract :
The PROFLAIR (PROSPECT + FLAIR) model was used to invert hyperspectral (EO-1 Hyperion) data using a look up table (LUT) approach to retrieve canopy leaf area index (LAI), leaf chlorophyll content (Ca+b) and canopy integrated chlorophyll content (LAI × Ca+b) of a forest stand impacted by mine tailings pond discharge. The LUT was populated by simulating the model in forward mode using a space of realization generated using a specific distribution of input parameters based on a priori information obtained during a field campaign. Estimated parameters were then compared to field measurements. The results demonstrate a capacity to retrieve canopy LAI and leaf chlorophyll content across the site at accuracies similar to that reported by other wellknown radiative transfer models.
Keywords :
forestry; information retrieval; table lookup; LAI; LUT approach; PROFLAIR leaf-canopy reflectance model; canopy integrated chlorophyll content; canopy leaf area index; forest canopy parameters retrieval; hyperspectral data; leaf chlorophyll content; look up table approach; mine tailings pond discharge; parameter estimation; radiative transfer models; Biological system modeling; Data models; Hyperspectral imaging; Reflectivity; Table lookup; environmental impacts; mine tailings; radiative transfer modelling;
Conference_Titel :
Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2012 4th Workshop on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4799-3405-8
DOI :
10.1109/WHISPERS.2012.6874229