Compressing soil structural information into parameterized correlation functions

Soil structure is highly interconnected to all of its properties and functions. The structure for most soils is very complex and hierarchical in nature. Considering the fact that a truly multiscale digital 3D soil structure model for a single genetic horizon, even with the resolution not finer than...

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Veröffentlicht in:	European journal of soil science 2021-03, Vol.72 (2), p.561-577
Hauptverfasser:	Karsanina, Marina V., Lavrukhin, Efim V., Fomin, Dmitry S., Yudina, Anna V., Abrosimov, Konstantin N., Gerke, Kirill M.
Format:	Artikel
Sprache:	eng
Schlagworte:	Agriculture Basis functions clustering analysis Complexity Compressing compression Computation Correlation analysis correlation functions Information management Learning algorithms least squares fitting Life Sciences & Biomedicine Machine learning Microtomography Parameters Physical properties Pores Probability theory Science & Technology Soil Soil analysis Soil Science Soil structure soil structure digital model Soils Structural hierarchy Three dimensional models X‐ray microtomography
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