Biophysical parameter estimation of crops from polarimetric synthetic aperture radar imagery with data-driven polynomial chaos expansion and global sensitivity analysis

Understanding the Temporal Dynamics of Coherence and Backscattering Using Sentinel-1 Imagery for Crop-Type Mapping

“…In recent years, the utility of SAR in the realm of agriculture has been substantiated, encompassing a spectrum of applications including crop monitoring [12], [13], [14], crop classification [15], [16], [17], crop rotation identification [18], crop change detection [19] and so on. These extensive research efforts and applications indicate that SAR imagery not only provides surface information but also rich internal structural details.…”