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Evaluation of Machine Learning Approaches to Predict Soil Organic Matter and pH Using vis-NIR Spectra

Soil organic matter (SOM) and pH are essential soil fertility indictors of paddy soil in the middle-lower Yangtze Plain. Rapid, non-destructive and accurate determination of SOM and pH is vital to preventing soil degradation caused by inappropriate land management practices. Visible-near infrared (v...

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Detalles Bibliográficos
Autores principales: Yang, Meihua, Xu, Dongyun, Chen, Songchao, Li, Hongyi, Shi, Zhou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359233/
https://www.ncbi.nlm.nih.gov/pubmed/30641879
http://dx.doi.org/10.3390/s19020263