ArticleScientific reports2020
Portable Raman leaf-clip sensor for rapid detection of plant stress.
Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
43 citing papers in PubMed.
- Rice straw sample preparation protocol for cell wall major constituent analysis via Raman spectroscopy.STAR protocols · 2026Article
- Evaluation of MgO Nanoparticle Foliar Treatment on the Early Stages of Sweet Basil (Plants (Basel, Switzerland) · 2026Article
- Specificity of Arsenic Stress Detection by Raman Spectroscopy During Co-Occurrences of Nitrogen Deficiency and Narrow Brown Leaf Spot.Analytical chemistry · 2026Article
- Raman spectroscopy enables non-destructive quantification of nitrate in C3 and C4 plants.Frontiers in plant science · 2026Article
- Advances in surface-enhanced Raman scattering applications for precision agriculture: monitoring plant health and crop quality.RSC advances · 2025Review
- Nanofabrication of silk microneedles for high-throughput micronutrient delivery and continuous sap monitoring in plants.Nature nanotechnology · 2025Article
- Time-resolved Raman spectroscopy using a CMOS SPAD array to remove fluorescent and fibre Raman backgrounds.Biomedical optics express · 2025Article
- Raman spectroscopy as a tool for assessing plant growth in space and on lunar regolith simulants.NPJ microgravity · 2025Article
- Advances in mercury ion sensing using BODIPY-based compounds: a sexennial update.RSC advances · 2025Review
- Cutting-Edge Sensor Design: MIP Nanoparticle-Functionalized Nanofibers for Gas-Phase Detection of Limonene in Predictive Agriculture.Polymers · 2025Article
- Decellularized Persian walnut leaf (Frontiers in bioengineering and biotechnology · 2025Article
- Early detection of fungal infection of Arabidopsis and brassica by Raman spectroscopy.Frontiers in plant science · 2025Article
- Integrating Raman spectroscopy and optical meters for nitrogen management in broccoli seedlings.Frontiers in plant science · 2025Article
- Unveiling the Molecular Secrets: A Comprehensive Review of Raman Spectroscopy in Biological Research.ACS omega · 2024Review
- In-vivo Raman microspectroscopy reveals differential nitrate concentration in different developmental zones in Arabidopsis roots.Plant methods · 2024Article
- Design and fabrication of a dual laser Raman spectrometer with a single one-dimensional CCD detector.Scientific reports · 2024Article
- Terahertz Spectra of Mannitol and Erythritol: A Joint Experimental and Computational Study.Molecules (Basel, Switzerland) · 2024Article
- Harnessing Raman spectroscopy for the analysis of plant diversity.Scientific reports · 2024Article
- Article
- Contemporary applications of vibrational spectroscopy in plant stresses and phenotyping.Frontiers in plant science · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Precision agriculture requires new technologies for rapid diagnosis of plant stresses, such as nutrient deficiency and drought, before the onset of visible symptoms and subsequent yield loss. Here, we demonstrate a portable Raman probe that clips around a leaf for rapid, in vivo spectral analysis of plant metabolites including carotenoids and nitrates. We use the leaf-clip Raman sensor for early diagnosis of nitrogen deficiency of the model plant Arabidopsis thaliana as well as two important vegetable crops, Pak Choi (Brassica rapa chinensis) and Choy Sum (Brassica rapa var. parachinensis). In vivo measurements using the portable leaf-clip Raman sensor under full-light growth conditions were consistent with those obtained with a benchtop Raman spectrometer measurements on leaf-sections under laboratory conditions. The portable leaf-clip Raman sensor offers farmers and plant scientists a new precision agriculture tool for early diagnosis and real-time monitoring of plant stresses in field conditions.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.