A comprehensive study of deep learning for soil moisture prediction - Wang, Yanling; Shi, Liangsheng; Hu, Yaan; Hu, Xiaolong; Song, Wenxiang; Wang, Lijun (Hydrology and earth system sciences, 2024)
Keywords: Additives; Agricultural production; Analysis; Boundary conditions; Correlation analysis; Deep learning; Design; Embedding; Feature extraction; Hybrid structures; Hydrologic cycle; Hydrological cycle; Hydrology; Long short-term memory; Machine learning; Moisture content; Network design; Neural networks; Nonlinear systems; Nonlinearity; Performance evaluation; Precipitation; Predictions; Radiation; Soil; Soil dynamics; Soil moisture; Soil moisture dynamics; Soil texture; Soil water; Time series; Water transport