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Determining soil particle-size distribution from infrared spectra using machine learning predictions: Methodology and modeling

Accuracy of infrared (IR) models to measure soil particle-size distribution (PSD) depends on soil preparation, methodology (sedimentation, laser), settling times and relevant soil features. Compositional soil data may require log ratio (ilr) transformation to avoid numerical biases. Machine learning...

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Détails bibliographiques
Publié dans:PLoS One
Auteurs principaux: Parent, Elizabeth Jeanne, Parent, Serge-Étienne, Parent, Léon Etienne
Format: Artigo
Langue:Inglês
Publié: Public Library of Science 2021
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC8291647/
https://ncbi.nlm.nih.gov/pubmed/34283823
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0233242
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