The models of the moisture retention capacity study (OMG_VPO_2021_020).

Dataset

Abstract

The models for the various PTFs developed in the study "Estimation of soil moisture retention capacity based on soil and land use characteristics" (OMG_VPO_2021_020). The models are available as pickle files. This zip-file contains pickle files for all model types developed in the study (three levels and their variants (macro, meso, and micro), two types (parametric and point), and three formatting techniques (MLR, SVR, and RF). The MLR-based models are also available in Excel format.

Date made available	2026
Publisher	Departement Omgeving

Research outputs

Eindrapport 'Inschatting van de vochtretentiecapaciteit van bodems op basis van bodem- en landgebruikskenmerken.
Thant, S., Nachtergaele, S., Debusscher, B., Cornelis, W., Volckaert, M., Janssens, P. & Verellen, J., 2026, 125 p.
Research output: Book/Report › Report

Datasets

The presentation of the webinar of the Environment departement of the government of Flanders about the moisture retention capacity study (OMG_VPO_2021_020)
Thant, S. (Creator), Nachtergaele, S. (Creator), Cornelis, W. (Creator), Verellen, J. (Creator), Volckaert, M. (Creator), Janssens, P. (Creator) & Debusscher, B. (Creator), Departement Omgeving, 2026
Dataset
Excel tool that implements the Multiple Linear Regression based PTFs.
Thant, S. (Creator), Nachtergaele, S. (Creator), Debusscher, B. (Creator), Cornelis, W. (Creator), Volckaert, M. (Creator), Janssens, P. (Creator) & Verellen, J. (Creator), Departement Omgeving, 2026
Dataset
The figures of the moisture retention capacity study (OMG_VPO_2021_020)
Thant, S. (Creator), Nachtergaele, S. (Creator), Cornelis, W. (Creator), Verellen, J. (Creator), Volckaert, M. (Creator), Janssens, P. (Creator) & Debusscher, B. (Creator), Departement Omgeving, 2026
Dataset
Scripts used for data analysis and preparation of the PTFs (OMG_VPO_2021_020).
Thant, S. (Creator), Nachtergaele, S. (Creator), Cornelis, W. (Creator), Verellen, J. (Creator), Volckaert, M. (Creator), Janssens, P. (Creator) & Debusscher, B. (Creator), Departement Omgeving, 2026
Dataset
The results and figures used for validation in the moisture retention capacity study (OMG_VPO_2021_020)
Thant, S. (Creator), Nachtergaele, S. (Creator), Cornelis, W. (Creator), Verellen, J. (Creator), Volckaert, M. (Creator), Janssens, P. (Creator) & Debusscher, B. (Creator), Departement Omgeving, 2026
Dataset
The results of the sampling campaign of the moisture retention capacity study (OMG_VPO_2021_020)
Thant, S. (Creator), Nachtergaele, S. (Creator), Cornelis, W. (Creator), Verellen, J. (Creator), Volckaert, M. (Creator), Janssens, P. (Creator) & Debusscher, B. (Creator), Departement Omgeving, 2026
Dataset

Projects

Estimating the moisture retention capacity of soils based on soil and land-use characteristics.
Deproost , P. (PI)
1/02/22 → 30/09/25
Project: Research