Using boosted regression trees to explore key factors controlling saturated and near-saturated hydraulic conductivity

What determines the strength of preferential transport in undisturbed soil under steady-state flow?

(2013) John Koestel et al.   GEODERMA

Soil properties and susceptibility to preferential solute transport in tilled topsoil at the catchment scale

(2013) A. Ghafoor et al.   JOURNAL OF HYDROLOGY

Empirically-derived pedotransfer functions for predicting bulk density in European soils

(2011) J. M. Hollis et al.   EUROPEAN JOURNAL OF SOIL SCIENCE

Artificial neural networks for predicting unsaturated soil hydraulic characteristics at different applied tensions

(2011) Ali Akbar Moosavi et al.   Archives of Agronomy and Soil Science

Empirical comparison of tree ensemble variable importance measures

(2010) Lidia Auret et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Using Pedotransfer Functions to Estimate the van Genuchten–Mualem Soil Hydraulic Properties: A Review

(2010) H. Vereecken et al.   VADOSE ZONE JOURNAL

Revisiting Vereecken Pedotransfer Functions: Introducing a Closed-Form Hydraulic Model

(2009) M. Weynants et al.   VADOSE ZONE JOURNAL

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY

Tillage effects on soil hydraulic properties in space and time: State of the science

(2008) M STRUDLEY et al.   SOIL & TILLAGE RESEARCH

Near-Saturated Hydraulic Properties of Macroporous Soils

(2008) Nicholas Jarvis   VADOSE ZONE JOURNAL