Title :
Correlation between L-band SAR polarimetric parameters and LiDAR metrics over a forested area
Author :
Manabu Watanabe;Takeshi Motohka;Rajesh Bahadur Thapa;Masanobu Shimada
Author_Institution :
JAXA/EORC
fDate :
7/1/2015 12:00:00 AM
Abstract :
Correlations between L-band SAR polarimetric parameters obtained with airborne SAR (Pi-SAR-L2) and metrics obtained with airborne LiDAR were examined to identify the relationship between the full polarimetric parameters and forest parameters obtained for a natural forest in Indonesia. Values of a0HV and a0VV show good correlations with canopy height and 90th percentile metrics of LiDAR, with R2 values of 0.85-0.89. These correlations show higher R2 values than the value of 0.33 for a0HV vs. above-ground biomass. The results indicate that a0 shows a robust correlation with tree height weighted to taller trees. Polarimetric parameters estimated from a single tree also support the results. Entropy and anisotropy obtained from a single tree shows almost the same value, and a is about 45°, while the tree height ranges 2 m to 6 m. This indicates that these parameters are preferable for land cover classification.
Keywords :
"Laser radar","Vegetation","Correlation","Measurement","Biomass","Synthetic aperture radar","Entropy"
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
Electronic_ISBN :
2153-7003
DOI :
10.1109/IGARSS.2015.7326083