A framework for optimizing environmental covariates to support model interpretability in digital soil mapping
Kasraei, Babak, Schmidt, Margaret G., Zhang, Jin, Bulmer, Chuck E., Filatow, Deepa S., Arbor, Adrienne, Pennell, Travis, Heung, Brandon
Published in Geoderma (01.05.2024)
Published in Geoderma (01.05.2024)
Get full text
Journal Article
A framework for recalibrating pedotransfer functions using nonlinear least squares and estimating uncertainty using quantile regression
Arbor, Adrienne, Schmidt, Margaret, Saurette, Daniel, Zhang, Jin, Bulmer, Chuck, Filatow, Deepa, Kasraei, Babak, Smukler, Sean, Heung, Brandon
Published in Geoderma (01.11.2023)
Published in Geoderma (01.11.2023)
Get full text
Journal Article
Filling the gaps in soil data: A multi-model framework for addressing data gaps using pedotransfer functions and machine-learning with uncertainty estimates to estimate bulk density
Arbor, Adrienne, Schmidt, Margaret, Zhang, Jin, Bulmer, Chuck, Filatow, Deepa, Kasraei, Babak, Smukler, Sean, Heung, Brandon
Published in Catena (Giessen) (01.10.2024)
Published in Catena (Giessen) (01.10.2024)
Get full text
Journal Article