Stacked Sparse Autoencoder Modeling Using the Synergy of Airborne LiDAR and Satellite Optical and SAR Data to Map Forest Above-Ground Biomass - Shao, Zhenfeng; Zhang, Linjing; Wang, Lei (IEEE journal of selected topics in applied earth observations and remote sensing, 2017)
Keywords: Back propagation networks; Biomass; Biomedical optical imaging; Computer simulation; Data; deep learning (DL); Density stratification; Detection; Forest biomass; Forest growth; Forest management; Forests; Image detection; Landsat; Landsat 8; Landsat satellites; Laser radar; Lidar; light detection and ranging (LiDAR); Machine learning; Mapping; Mathematical models; Model accuracy; Modelling; Neural networks; Optical imaging; Optical saturation; Policies; Prediction models; Reflectance; Remote sensing; SAR (radar); Satellite communication; Satellite imagery; Satellites; Sentinel-1A; stacked sparse autoencoder network (SSAE); Stock assessment; Stratification; Workflow