Reference health

Identifying Cadmium Contaminated Leafy Vegetables Using Hyperspectral Imaging and Machine Learning

https://doi.org/10.2139/ssrn.4095061
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9/9 checkable references clean · checked 2026-08-28

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a retraction, withdrawal, or removal notice.

12 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 9 checked references that resolve
resolves10.1039/C8MT00247A
Cadmium in plants: uptake, toxicity, and its interactions with selenium fertilizers
resolves10.1016/j.jplph.2012.10.001
Cadmium in white lupin nodules: Impact on nitrogen and carbon metabolism
resolves10.3389/fpls.2021.624656
Identification of Metal Stresses in Arabidopsis thaliana Using Hyperspectral Reflectance Imaging
resolves10.1214/aos/1016218223
Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)
resolves10.1016/bs.agron.2015.06.005
Soil Biogeochemistry, Plant Physiology, and Phytoremediation of Cadmium-Contaminated Soils
resolves10.3389/fpls.2019.00798
Detection of Cadmium Risk to the Photosynthetic Performance of Hybrid Pennisetum
resolves10.1016/S1360-1385(98)01213-8
Visible and near-infrared reflectance techniques for diagnosing plant physiological status
resolves10.1016/0198-0149(88)90024-6
Chlorophyll α specific absorption and fluorescence excitation spectra for light-limited phytoplankton
resolves10.1016/j.isprsjprs.2007.02.001
Red edge shift and biochemical content in grass canopies
The 12 references without a DOI — listed, not checked
no DOI — not checkedLeveraging highthroughput hyperspectral imaging technology to detect cadmium stress in two leafy green crops and accelerate soil remediation efforts
no DOI — not checkedref3
no DOI — not checkedLeveraging highthroughput hyperspectral imaging technology to detect cadmium stress in two leafy green crops and accelerate soil remediation efforts
no DOI — not checkedPhysical and physiological basis for the reflectance of visible and nearinfrared radiation from vegetation
no DOI — not checkedref7
no DOI — not checkedMonitoring stress levels on rice with heavy metal pollution from hyperspectral reflectance data using wavelet-fractal analysis
no DOI — not checkedEstimation of the spatial distribution of heavy metal in agricultural soils using airborne hyperspectral imaging and random forest
no DOI — not checkedIntegrating a hybrid back propagation neural network and particle swarm optimization for estimating soil heavy metal contents using hyperspectral data
no DOI — not checkedThe Feature Selection Problem: Traditional Methods and a New Algorithm
no DOI — not checkedref13
no DOI — not checkedPerformance comparison between neural network and SVM for terrain classification of legged robot
no DOI — not checkedHyperspectral selection based algorithm for plant classification
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

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