Mapping wind erosion hazard with regression-based machine learning algorithms
Abstract Land susceptibility to wind erosion hazard in Isfahan province, Iran, was mapped by testing 16 advanced regression-based machine learning methods: Robust linear regression (RLR), Cforest, Non-convex penalized quantile regression (NCPQR), Neural network with feature extraction (NNFE), Monoto...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2020-11-01
|
| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-020-77567-0 |