“…RS is widely used in precision agricultural (PA) applications as it is considered a reliable source for extracting phenological information about crops [ 7 , 8 , 9 , 10 ]. The availability of high spectral, spatial, and temporal RS data, including multi-spectral [ 11 , 12 ], hyperspectral [ 13 ], and synthetic aperture radar (SAR) [ 6 , 14 , 15 , 16 , 17 ] have opened new possibilities in crop-type mapping [ 3 , 18 , 19 , 20 , 21 ], crop health [ 22 ] and yield estimation [ 4 , 23 , 24 , 25 ]. In the early 21st century, Landsat and moderate resolution imaging spectroradiometer (MODIS) multi-spectral data were relied on for crop types [ 26 ].…”