The dike-pond system (DPS) is the integration of a natural or man-made pond and crop cultivation on dikes, widely distributed in Pearl River Delta Jianghan plain China. It plays key role preserving biodiversity, enhancing nutrient cycle, increasing production. However, DPS rarely mapped at large scale with satellite data, due to limitations training dataset traditional classification methods. T...