Development of pedotransfer functions for estimation of soil hydraulic parameters using support vector machines

Agriculture & Biology

• pedotransfer functions 100%
• support vector machines 73%
• fluid mechanics 53%
• soil 28%
• saturated hydraulic conductivity 17%
• water flow 14%
• water content 13%
• soil properties 12%
• saturated flow 11%
• vadose zone 11%
• soil hydraulic properties 10%
• hydrologic models 9%
• saturated conditions 9%
• soil water retention 9%
• porous media 8%
• field methods 8%
• laboratory techniques 7%
• hydraulic conductivity 7%
• soil management 7%
• neural networks 6%
• solutes 6%
• bulk density 6%
• root growth 5%
• bioactive properties 5%
• climate change 5%
• researchers 5%
• water 5%
• prediction 4%
• heat 3%
• methodology 3%

Earth & Environmental Sciences

• pedotransfer function 78%
• support vector machine 55%
• hydraulics 37%
• soil 24%
• parameter 19%
• hydraulic conductivity 17%
• water content 14%
• water retention 13%
• soil property 11%
• agricultural modeling 10%
• water flow 10%
• laboratory method 7%
• field method 7%
• soil management 7%
• pattern recognition 7%
• agricultural practice 6%
• hydraulic property 6%
• water flux 6%
• biological activity 6%
• vadose zone 6%
• bulk density 6%
• artificial neural network 5%
• heat flux 5%
• management practice 5%
• global climate 5%
• solute 5%
• porous medium 5%
• soil water 5%
• human activity 4%
• climate change 3%
• methodology 3%
• program 3%
• prediction 3%