Use of the nonparametric nearest neighbor approach to estimate soil hydraulic properties - Nemes, A; Rawls, W.J; Pachepsky, Y.A (Soil Science Society of America journal, 2006)
Keywords: Agricultural production; Agronomy. Soil science and plant productions; Algorithms; Biological and medical sciences; bulk density; Earth sciences; Earth, ocean, space; estimation; Exact sciences and technology; Fundamental and applied biological sciences. Psychology; Hydraulic properties; Hydrogeology; Hydrology; Hydrology. Hydrogeology; mathematical models; model validation; Neural networks; Organic matter; pedotransfer functions; Physical properties; Physics, chemistry, biochemistry and biology of agricultural and forest soils; soil density; soil matric potential; soil organic matter; Soil properties; Soil science; Soil sciences; Soil texture; soil water characteristic; soil water retention; Water and solute dynamics; Lazy programming; physical properties; Nearest neighbour; mathematical models; Characteristic; neural networks; Property of soil; Non parametric method; Statistical estimation; Earth science; hydrogeology; soil moisture retention curve; Pedotransfer function; Soil water properties; Scientific computation; Applied mathematics; Soil science; statistical analysis; Learning algorithm; Water holding capacity; Hydraulic properties