Colby Brungard

Machine learning for predicting soil classes in three semi-arid landscapes

Colby Brungard, Janis L. Boettinger, Michael C. Duniway et al. · Geoderma · 2014 · 382 citations

Precision Agriculture, Engineering, Machine Learning +10

POLARIS: A 30-meter probabilistic soil series map of the contiguous United States

Nathaniel W. Chaney, Eric F. Wood, Alex B. McBratney et al. · Geoderma · 2016 · 275 citations · Full text

Soil Pedology, Cartography, Geospatial Mapping +11

Soil Property and Class Maps of the Conterminous United States at 100‐Meter Spatial Resolution

Amanda Ramcharan, Tomislav Hengl, Travis Nauman et al. · Soil Science Society of America Journal · 2018 · 260 citations · Full text

POLARIS Soil Properties: 30‐m Probabilistic Maps of Soil Properties Over the Contiguous United States

Nathaniel W. Chaney, Budiman Minasny, Jonathan D. Herman et al. · Water Resources Research · 2019 · 195 citations

Engineering, Land Use, Land Degradation +18

Updating soil survey maps using random forest and conditioned Latin hypercube sampling in the loess derived soils of northern Iran

Mohammad Reza Pahlavan Rad, Norair Toomanian, Farhad Khormali et al. · Geoderma · 2014 · 123 citations

Soil Pedology, Precision Agriculture, Engineering +14