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Sensor for Rapid In-Field Classification of Cannabis Samples Based on Near-Infrared Spectroscopy

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/cem.2609openalex-snapshot

Partial least squares discriminant analysis: taking the magic away

inferredcites →https://doi.org/10.1002/dta.2865openalex-snapshot

Discrimination of legal and illegal Cannabis spp. according to European legislation using near infrared spectroscopy and chemometrics

inferredcites →https://doi.org/10.1002/hlca.202300052openalex-snapshot

Cloud‐Enabled Handheld NIR Spectroscopy: A Transformative Approach for Real‐Time Forensic Analysis of Cannabis Specimens

inferredcites →https://doi.org/10.1002/pca.2886openalex-snapshot

Gas chromatographic analysis of naturally occurring cannabinoids: A review of literature published during the past decade

inferredcites →https://doi.org/10.1007/978-3-030-69186-8openalex-snapshot

Cannabinoids and Pain

inferredcites →https://doi.org/10.1007/978-3-319-54564-6openalex-snapshot

Cannabis sativa L. - Botany and Biotechnology

inferredcites →https://doi.org/10.1016/j.aca.2011.03.006openalex-snapshot

Variable selection in near-infrared spectroscopy: Benchmarking of feature selection methods on biodiesel data

inferredcites →https://doi.org/10.1016/j.chemolab.2008.09.005openalex-snapshot

Calculation of the reliability of classification in discriminant partial least-squares binary classification

inferredcites →https://doi.org/10.1016/j.csda.2003.09.008openalex-snapshot

Discrimination on latent components with respect to patterns. Application to multicollinear data

inferredcites →https://doi.org/10.1016/j.forsciint.2014.06.008openalex-snapshot

Simultaneous quantification of delta-9-THC, THC-acid A, CBN and CBD in seized drugs using HPLC-DAD

inferredcites →https://doi.org/10.1016/j.indcrop.2022.115007openalex-snapshot

NIR spectroscopy for rapid measurement of moisture and cannabinoid contents of industrial hemp (Cannabis sativa)

inferredcites →https://doi.org/10.1016/j.jpba.2021.114150openalex-snapshot

New perspective for the in-field analysis of cannabis samples using handheld near-infrared spectroscopy: A case study focusing on the determination of Δ9-tetrahydrocannabinol

inferredcites →https://doi.org/10.1016/j.saa.2020.119422openalex-snapshot

Mid-infrared spectroscopy as process analytical technology tool for estimation of THC and CBD content in Cannabis flowers and extracts

inferredcites →https://doi.org/10.1016/j.talo.2023.100260openalex-snapshot

Critical evaluation of analytical methodologies for the discrimination of hemp and drug-type cannabis

inferredcites →https://doi.org/10.1016/s0003-2670(97)00032-9openalex-snapshot

PLS-NIR determination of total sugar, glucose, fructose and sucrose in aqueous solutions of fruit juices

inferredcites →https://doi.org/10.1016/s0169-7439(01)00155-1openalex-snapshot

PLS-regression: a basic tool of chemometrics

inferredcites →https://doi.org/10.1016/s0379-0738(99)00004-3openalex-snapshot

A contribution to the improvement of accuracy in the quantitation of THC

inferredcites →https://doi.org/10.1021/acs.analchem.2c01629openalex-snapshot

Rapid In Situ Detection of THC and CBD in Cannabis sativa L. by 1064 nm Raman Spectroscopy

inferredcites →https://doi.org/10.1021/acs.langmuir.3c00601openalex-snapshot

Real-Time Monitoring of a Sol–Gel Reaction for Polysilane Production Using Inline NIR Spectroscopy

inferredcites →https://doi.org/10.1039/c9ra08225eopenalex-snapshot

Confirmatory non-invasive and non-destructive differentiation between hemp and cannabis using a hand-held Raman spectrometer

inferredcites →https://doi.org/10.1071/ch20380openalex-snapshot

A Simple Isocratic HPLC Method for the Quantitation of 17 Cannabinoids

inferredcites →https://doi.org/10.1080/10739149.2021.1887213openalex-snapshot

Design and implementation of an electronic nose system for real-time detection of marijuana

inferredcites →https://doi.org/10.1109/isriti56927.2022.10053031openalex-snapshot

Dry Cannabis Detection by Using Portable Electronic Nose

inferredcites →https://doi.org/10.1117/12.2508985openalex-snapshot

Compact FTIR engine made through MOEMS technology

inferredcites →https://doi.org/10.1366/0003702001949500openalex-snapshot

Interval Partial Least-Squares Regression ( i PLS): A Comparative Chemometric Study with an Example from Near-Infrared Spectroscopy

inferredcites →https://doi.org/10.31887/dcns.2020.22.3/mcrocqopenalex-snapshot

History of cannabis and the endocannabinoid system

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.5370710openalex-extracted

inferred← citeshttps://doi.org/10.1016/j.fsisyn.2026.100701openalex-snapshot

Interpol review of forensic drug chemistry, 2022-2025

inferred← citeshttps://doi.org/10.1016/j.jpba.2026.117673openalex-snapshot

Biosensing technologies for cannabinoid monitoring in pain management: Current methods, clinical needs, and translational challenges

inferred← citeshttps://doi.org/10.1016/j.microc.2025.115155openalex-snapshot

Adhered microchemical residues (AMRs) as forensic signatures in polyethylene packaging: FTIR-Chemometric approach for enhanced source discrimination

inferred← citeshttps://doi.org/10.1016/j.saa.2026.127892openalex-snapshot

Quantification of cannabinoids in medicinal Cannabis oils using bench-top mid-infrared (MIR), near-infrared (NIR), and portable NIR spectroscopy with chemometric analysis

inferred← citeshttps://doi.org/10.3390/molecules30030490openalex-snapshot

Chromatographic and Spectroscopic Analyses of Cannabinoids: A Narrative Review Focused on Cannabis Herbs and Oily Products

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