Modelling machine-induced soil deformation in forest soils using stump proximity and machine learning

1000 Functional Connectomes Project 2026 Dataset Open access

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Authors: Gunta Grube, Stefano Grigolato, Jari Ala‐Ilomäki, Johanna Routa, Harri Lindeman, Rasmus Astrup, Bruce Talbot
DOI: 10.25430/researchdata.cab.unipd.it.00001722
Cited by: 0

Abstract

This data collection supports the study “Modelling machine-induced soil deformation in forest soils using stump proximity and machine learning.” It includes manually measured rut-depth reference data and rut-depth estimates derived from UAV imagery, together with processed predictor variables used as input for Random Forest modelling.

Publication details

Journal / source
1000 Functional Connectomes Project
Publication date
1 January 2026
Document type
Dataset