Comprehensive analysis on soil nitrogen prediction using near-infrared spectroscopy: Models, methods, and insights for precision agriculture

Near-infrared spectroscopy (NIRS), as an indirect measurement technology, employs chemometric methods to establish calibration models for the quantitative analysis of unknown samples. This review synthesized the standard of soil sample information, NIR spectrometer type, spectral preprocessing and e...

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Bibliographic Details
Main Authors: Xiaoyu Wang, Zhiyou Zhang, Yujiao Li, Jie Li, Qing Yang, Qiqi Liu, Zhijie Gong, Mengling Zhang, Xu Wang, Guanghui Xie
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Results in Chemistry
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Online Access:http://www.sciencedirect.com/science/article/pii/S2211715625003996
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