Spatial distribution estimation by considering the cross-correlation between components with indirect data using Gaussian process regression

Generally, soil properties are measured only at limited locations. To rationally estimate the spatial distribution of soil properties, it is preferable to effectively use all available measurement data, including indirect data. We propose a Gaussian process regression with multiple random fields tha...

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Bibliographic Details
Main Authors: Yuto Tsuda, Ikumasa Yoshida, Shinichi Nishimura
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Soils and Foundations
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Online Access:http://www.sciencedirect.com/science/article/pii/S0038080625000587
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