Comparison between Random Forests, Artificial Neural Networks and Gradient Boosted Machines Methods of On-Line Vis-NIR Spectroscopy Measurements of Soil Total Nitrogen and Total Carbon

Accurate and detailed spatial soil information about within-field variability is essential for variable-rate applications of farm resources. Soil total nitrogen (TN) and total carbon (TC) are important fertility parameters that can be measured with on-line (mobile) visible and near infrared (vis-NIR...

Descripción completa

Detalles Bibliográficos
Autores principales: Nawar, Said, Mouazen, Abdul M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677209/
https://www.ncbi.nlm.nih.gov/pubmed/29064411
http://dx.doi.org/10.3390/s17102428

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5677209/
https://www.ncbi.nlm.nih.gov/pubmed/29064411
http://dx.doi.org/10.3390/s17102428

Ejemplares similares