GeoVersa
Design-Based Residual-Correction Forests for Digital Soil Mapping
Implements DB-TARF (Design-Based Targeted Adaptive Residual Forest) for large-scale digital soil and ecological mapping evaluated under the design-based paradigm of Wadoux et al. (2021) <doi:10.1016/j.ecolmodel.2021.109692>. A random forest is augmented by a cross-fitted, out-of-fold-selected residual correction (residual forests, ordinary kriging, recalibration), together with design-based conformal prediction intervals.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.3.0 |
rolling linux/jammy R-4.5 | GeoVersa_0.3.0.tar.gz |
122.0 KiB |
0.3.0 |
rolling linux/noble R-4.5 | GeoVersa_0.3.0.tar.gz |
122.0 KiB |
0.3.0 |
rolling source/ R- | GeoVersa_0.3.0.tar.gz |
20.5 KiB |
0.3.0 |
latest linux/jammy R-4.5 | GeoVersa_0.3.0.tar.gz |
122.0 KiB |
0.3.0 |
latest linux/noble R-4.5 | GeoVersa_0.3.0.tar.gz |
122.0 KiB |
0.3.0 |
latest source/ R- | GeoVersa_0.3.0.tar.gz |
20.5 KiB |
0.3.0 |
2026-04-23 source/ R- | GeoVersa_0.3.0.tar.gz |
0 B |