Large-scale mapping of soil particle size distribution using legacy data and machine learning-based pedotransfer functions

Large-scale maps of particle size fractions (i.e., sand, silt, and clay contents) were created for a case study based on the newly developed Profile-level Database of the Hungarian Large-Scale Soil Mapping (Hungarian acronym: NATASA). This database combines data from previous surveys, offering poten...

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Bibliographic Details

Published in:	Geoderma
Main Authors:	Piroska Kassai, Mihály Kocsis, Gábor Szatmári, András Makó, János Mészáros, Annamária Laborczi, Zoltán Magyar, Katalin Takács, László Pásztor, Brigitta Szabó
Format:	Article
Language:	English
Published:	Elsevier 2025-02-01
Subjects:	Soil particle size distribution Upper limit of soil plasticity Pedotransfer function Random forest kriging Digital soil mapping
Online Access:	http://www.sciencedirect.com/science/article/pii/S0016706125000163