The 13 rice cultivars were divided into different categories according to manual measurements of yield. (a) Open field site for hyperspectral image data collection. (b) Map of the field. In total, 13 rice cultivars were divided into three categories (class A, class B, and class C) according to the manual measurement of yield. (c) Lot IDs and corresponding rice variety, lodging, yield, and category information.