Does digital soil mapping prediction performance of soil texture improve when adding uncertain field texture estimates? A study based on clay content

Does digital soil mapping prediction performance of soil texture improve when adding uncertain field texture estimates? A study based on clay content

Hand-feel soil texture observations (HFST) are less accurate, yet much more numerous, than laboratory measurements of soil texture (LAST). Therefore, it is tempting to incorporate both LAST and HFST information as calibration data in digital soil mapping (DSM) of particle-size distribution. We used...

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Bibliographic Details
Main Authors: Anne C. Richer-de-Forges, Songchao Chen, Gerard B.M. Heuvelink, Stephan van der Westhuizen, Thomas G. Orton, Hocine Bourennane, Dominique Arrouays
Format: Article
Language:English
Published: Elsevier 2025-04-01
Series:Geoderma
Subjects:
Hand-feel soil texture
Uncertainty
Quantile regression forest
Prediction maps
Particle-size distribution
Laboratory measurements
Online Access:http://www.sciencedirect.com/science/article/pii/S0016706125001156
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http://www.sciencedirect.com/science/article/pii/S0016706125001156

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