Semi-supervised DNN regression on airborne hyperspectral imagery for improved spatial soil properties prediction - Ou, Depin; Tan, Kun; Lai, Jian; Jia, Xiuping; Wang, Xue; Chen, Yu; Li, Jie (Geoderma, 2021)
Keywords: absorption; adsorption; algorithms; arsenic; China; chromium; data collection; digital elevation models; frozen soils; Heavy metals; Hyperspectral imagery; land management; prediction; rain; Semi-supervised deep neural network regression; snowmelt; Soil organic matter; Spatial transportation and aggregation; streams; VNIR-SWIR spectroscopy; China; Soil organic matter; Semi-supervised deep neural network regression; Hyperspectral imagery; Spatial transportation and aggregation; VNIR-SWIR spectroscopy; Heavy metals