Conversion between Soil Texture Classification Systems using the Random Forest Algorithm
This study focuses on the reclassification of a soil texture system following a hybrid approach in which the conventional particle-size distribution (PSD) models are coupled with a random forest (RF) algorithm for achieving more generally applicable and precise outputs. The existing parametric PSD m...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
SAGE Publishing
2015-01-01
|
| Series: | Air, Soil and Water Research |
| Online Access: | https://doi.org/10.4137/ASWR.S31924 |