Soil type recognition as improved by genetic algorithm-based variable selection using near infrared spectroscopy and partial least squares discriminant analysis

Soil types have traditionally been determined by soil physical and chemical properties, diagnostic horizons and pedogenic processes based on a given classification system. This is a laborious and time consuming process. Near infrared (NIR) spectroscopy can comprehensively characterize soil propertie...

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Detalles Bibliográficos
Autores principales: Xie, Hongtu, Zhao, Jinsong, Wang, Qiubing, Sui, Yueyu, Wang, Jingkuan, Yang, Xueming, Zhang, Xudong, Liang, Chao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2015
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4650675/
https://www.ncbi.nlm.nih.gov/pubmed/26086823
http://dx.doi.org/10.1038/srep10930

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4650675/
https://www.ncbi.nlm.nih.gov/pubmed/26086823
http://dx.doi.org/10.1038/srep10930

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