Mapping near-real-time soil moisture dynamics over Tasmania with transfer learning - Widyastuti, Marliana Tri; Padarian, José; Minasny, Budiman; Webb, Mathew; Taufik, Muh; Kidd, Darren (Soil, 2025)
Keywords: Accuracy; Agriculture; Algorithms; Calibration; Correlation coefficient; Correlation coefficients; Datasets; Decision making; Deep learning; Environmental monitoring; Land cover; Long short-term memory; Machine learning; Mapping; Meteorological data; Moisture content; Multilayer perceptrons; Real time; Remote sensing; Soil dynamics; Soil layers; Soil moisture; Soil properties; Soil sciences; Spatial discrimination learning; Spatial resolution; Surface layers; Temporal variations; Training; Transfer learning; Water; Australia; Tasmania Australia