software · Zenodo (CERN European Organization for Nuclear Research)
Digital soil mapping pipeline for a five-depth Soil Fertility Index (SFI) across three bioclimatic regions of Madagascar (Central Highlands, Northwest, Southeast). Random Forest models are tuned per depth layer through nested cross-validation with Optuna, cross-checked against a regression-kriging correction on the residuals, interpreted with permutation importance, and predicted wall-to-wall on GPU via cuML's Forest Inference Library.
This page summarises published work. The authoritative version sits with the publisher.
DOI: 10.5281/zenodo.22068537
Is something wrong with this record? Report it or request removal.
Discussion
Have you built on this work, tried to replicate it, or seen it applied in practice? Share what you know. Verified researchers and MARATTO™ domain experts can open a discussion, and any member can reply. Contributions are reviewed before they appear.
No discussion yet. Open the first thread.
New to MARATTO™? Create a free account.
