Combining 3D Radiative Transfer Model and Convolutional Neural Network to Accurately Estimate Forest Canopy Cover From Very High-Resolution Satellite Images - Jin, Decai; Qi, Jianbo; Huang, Huaguo; Li, Linyuan (IEEE journal of selected topics in applied earth observations and remote sensing, 2021)
Keywords: Artificial intelligence; Artificial neural networks; Biological system modeling; Canopies; Canopy; convolutional neural network (CNN); Convolutional neural networks; Data models; Datasets; FCC; forest canopy cover (FCC); Forestry; High resolution; Hydrology; Image resolution; Learning; Neural networks; Plant cover; Radiative transfer; Remote sensing; Resolution; Satellite imagery; Simulation; Solid modeling; Spaceborne remote sensing; Three dimensional models; Three-dimensional (3-D) radiative transfer model; Three-dimensional displays; Training; Transfer learning