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

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
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
Series:Geoderma
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

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http://www.sciencedirect.com/science/article/pii/S0016706125000163

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