The use of lidar and radar instruments to measure forest structure attributes such as height and biomass are being considered for future Earth Observation satellite missions. Combined use of lidar sampling data and complete global coverage of L-band SAR data for vegetation 3D structure mapping requires some new data processing and fusion technologies. In this study, the potential information on biomass from a lidar waveform and the required lidar samples for reliable biomass estimation were investigated using both model and real data. First, the Laser Vegetation Imaging Sensor (LVIS) data was used to generate an above-ground biomass map of the study site. The map was considered to represent the true biomass of the area. Then random samples were taken from the biomass image and the correlation between biomass and co-located SAR signature was studied. The proper model was used to extend the biomass from lidar samples into all forested areas in the study area. The new biomass map was compared with the original biomass map derived from LVIS data. The results showed the potential of the combined use of lidar samples and radar imagery for forest biomass mapping.
['Guoqing Sun', 'K. Jon Ranson']
Forest biomass retrieval from lidar and radar