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...

Descripción completa

Detalles Bibliográficos
Autores principales: Parent, Elizabeth Jeanne, Parent, Serge-Étienne, Parent, Léon Etienne
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8291647/
https://www.ncbi.nlm.nih.gov/pubmed/34283823
http://dx.doi.org/10.1371/journal.pone.0233242

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8291647/
https://www.ncbi.nlm.nih.gov/pubmed/34283823
http://dx.doi.org/10.1371/journal.pone.0233242

Ejemplares similares