Multi-source data integration for soil mapping using deep learning

<p>With the advances of new proximal soil sensing technologies, soil properties can be inferred by a variety of sensors, each having its distinct level of accuracy. This measurement error affects subsequent modelling and therefore must be integrated when calibrating a spatial prediction model....

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Bibliographic Details
Main Authors: A. M. J.-C. Wadoux, J. Padarian, B. Minasny
Format: Article
Language:English
Published: Copernicus Publications 2019-03-01
Series:SOIL
Online Access:https://www.soil-journal.net/5/107/2019/soil-5-107-2019.pdf