Application of LW-NIR for rapid prediction of primary nutrients cropland by chemometrics: Comparison among preprocessing and machine learning algorithm approaches

Rapid analytical approaches are necessary for accurate decision-making on the suitability of soil nutrients and types of plants to be cultivated on its cropland. Therefore, in the present study, the potential of long-wave near-infrared spectroscopy (LW-NIRs) as a rapid and nondestructive tool to pre...

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Bibliographic Details
Main Authors: Devianti, Sufardi, Ramayanty Bulan, Nurlaili, Oscar Haris
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Case Studies in Chemical and Environmental Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666016423001597