Moisture-adaptive corrections of NIR for the rapid simultaneous analysis of 70 chemicals in tobacco: A case study on tobacco

Guo, Junwei; Zhao, Le; Liang, Youyan; Wang, Di; Shang, Pingping; Li, Huaiqi; Wang, Hongbo; Liu, Shaofeng; Zhang, Nuohan; Liu, Huimin

doi:10.1016/j.microc.2023.108522

Microchemical Journal

2023

DOI: 10.1016/j.microc.2023.108522

|View full text |Cite

Moisture-adaptive corrections of NIR for the rapid simultaneous analysis of 70 chemicals in tobacco: A case study on tobacco

Junwei Guo

Le Zhao

Youyan Liang

et al.

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

Supporting

Mentioning

Contrasting

Year Published

2024

2025

Publication Types

Select...

Article5

Relationship

Self Cite0

Independent5

Authors

Journals

Cited by 6 publications

(1 citation statement)

References 25 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…Near-infrared (NIR) spectroscopy combined with chemometric analysis methods is rapid, nondestructive, environmentally friendly, and easy to use. 13 It has been mostly used in the quality analysis and control of food, [14][15][16] TCM, 16,17 and tobacco 18,19 in recent years. The research on the use of NIR technology for quality control of raw TCM materials is relatively mature.…”

mentioning

confidence: 99%

Nondestructive discrimination of Potentilla anserina L. from different production areas based on near‐infrared spectroscopy

Ma,

Hai,

Zhang

et al. 2024

Phytochemical Analysis

View full text Add to dashboard Cite

IntroductionThe traditional Chinese medicine (TCM) Potentilla anserina L. can use both as food and medicine. At present, the market mainly depends on experience to identify the species and determine the production areas of P. anserina. To ensure the quality of P. anserina, it is essential to improve the level of quality control.ObjectiveWe aimed to establish a rapid and nondestructive discrimination model to identify P. anserina from different production areas by near‐infrared spectroscopy.MethodsThe spectra of complete P. anserina medicinal materials and their powder of the same variety from four production areas were collected, and principal component analysis discriminant analysis and partial least squares discriminant analysis (PLS‐DA) were conducted based on different pretreatment methods and band selection methods. Then, the spectra of complete medicinal materials were converted into the spectra of medicinal powder for nondestructive identification.ResultsThe correct recognition rate (CRR) of the PLS‐DA discriminant model was the best after spectral preprocessing using autoscaling and competitive adaptive reweighted sampling for band selection. The CRRs of the calibration set and validation set were 100%, the CRRs of the external test set were 95%, 90%, 82%, and 88%, respectively, and the CRRs of the transfer external test set were 84%, 80%, 82%, and 86%, respectively.ConclusionWe realized the nondestructive and effective identification of P. anserina from different origins and laid a foundation for the industrialization and upgrading of TCM.

show abstract

mentioning

confidence: 99%

Nondestructive discrimination of Potentilla anserina L. from different production areas based on near‐infrared spectroscopy

Ma,

Hai,

Zhang

et al. 2024

Phytochemical Analysis

View full text Add to dashboard Cite

show abstract

Additive patterns in near-infrared diffuse reflectance spectra: Implications for product formulation and analysis

Zhao,

Liang,

Zhang

et al. 2024

Food Control

View full text Add to dashboard Cite

Protective effects of seed oil from Nicotiana tabacum L. On D-galactose induced liver and brain damages of mice by regulating PI3K/Akt/Nrf2 signaling pathway

Gu,

Wang,

Xiao

et al. 2025

Journal of Functional Foods

View full text Add to dashboard Cite

scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.

Contact Info

customersupport@researchsolutions.com

10624 S. Eastern Ave., Ste. A-614

Henderson, NV 89052, USA

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Blog Terms and Conditions API Terms Privacy Policy Contact Cookie Preferences Do Not Sell or Share My Personal Information

Made with 💙 for researchers

Part of the Research Solutions Family.

Moisture-adaptive corrections of NIR for the rapid simultaneous analysis of 70 chemicals in tobacco: A case study on tobacco

Cited by 6 publications

References 25 publications

Nondestructive discrimination of Potentilla anserina L. from different production areas based on near‐infrared spectroscopy

Nondestructive discrimination of Potentilla anserina L. from different production areas based on near‐infrared spectroscopy

Additive patterns in near-infrared diffuse reflectance spectra: Implications for product formulation and analysis

Protective effects of seed oil from Nicotiana tabacum L. On D-galactose induced liver and brain damages of mice by regulating PI3K/Akt/Nrf2 signaling pathway

Contact Info

Product

Resources

About