ReviewBiosensors2023
Early-Stage Detection of Biotic and Abiotic Stress on Plants by Chlorophyll Fluorescence Imaging Analysis.
Review in Biosensors, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 43 papers, 1 of them a synthesis that pooled it.
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, 1 synthesis or guideline pooled it, 102 citations in OpenAlex.
- A systematic review of multi-mode analytics for enhanced plant stress evaluation.Frontiers in plant science · 2025Pooled it
- Tomato Leaf Color Diversity as a Functional Trait: Molecular Mechanisms, Physiological Significance, and Environmental Responses.International journal of molecular sciences · 2026Review
- Development of a New Handheld Device for Measuring Photosynthetic Carbon Dioxide Assimilation in Plant Leaves.Plants (Basel, Switzerland) · 2026Article
- Comparison of biomass and antioxidant phenolic compound of kale under supplemental UV-A and deep-blue LED lights.BMC plant biology · 2026Article
- Molecular Mechanisms of Plant Stress Tolerance: From Stress Perception to Phytohormonal Crosstalk and Transcriptional Regulation.Current issues in molecular biology · 2026Review
- Discovery of farnesal from a wild cucumber landrace enables eco-compatible biopesticide development against aphids.Nature communications · 2026Article
- Photosystem II Responses at the Whole-Potato-Leaf Level After Colorado Potato Beetle Feeding.Plants (Basel, Switzerland) · 2026Article
- Molecular Mechanisms and Experimental Strategies for Understanding Plant Drought Response.Plants (Basel, Switzerland) · 2026Review
- Real-time chlorophyll fluorescence monitoring reveals dynamic acclimation of lettuce to temperature and light stress in controlled environments.Frontiers in plant science · 2026Article
- Experimental Warming Does Not Change Fluctuating Asymmetry in Three Willow Species.Ecology and evolution · 2025Article
- Physiological and Biochemical Indicators of Urban Environmental Stress inPlants (Basel, Switzerland) · 2025Article
- From traditional to deep learning approaches in whole slide image registration: A methodological review.Journal of pathology informatics · 2025Review
- The Compensatory Response of Photosystem II Photochemistry to Short-Term Insect Herbivory Is Suppressed Under Water Deficit.Insects · 2025Article
- Plant Stress Detection via Molecular Communication: Modeling BVOC-Based Inter-Plant Signaling for Agricultural Monitoring.Plants (Basel, Switzerland) · 2025Article
- Assessment of drought tolerance in peach × almond hybrids to identify promising rootstocks.BMC plant biology · 2025Article
- Volumetric Deep Learning-Based Precision Phenotyping of Gene-Edited Tomato for Vertical Farming.Plant phenomics (Washington, D.C.) · 2025Article
- Short- and Long-Term Effects of Ca(OH)Materials (Basel, Switzerland) · 2025Article
- Molecular Mechanisms of Plant Abiotic Stress Tolerance.International journal of molecular sciences · 2025Article
- Responses of Tomato Photosystem II Photochemistry to Pegylated Zinc-Doped Ferrite Nanoparticles.Nanomaterials (Basel, Switzerland) · 2025Article
- Optimal cultivation concentration of duckweed for pollutant removal from biogas slurry.Scientific reports · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Most agricultural land, as a result of climate change, experiences severe stress that significantly reduces agricultural yields. Crop sensing by imaging techniques allows early-stage detection of biotic or abiotic stress to avoid damage and significant yield losses. Among the top certified imaging techniques for plant stress detection is chlorophyll
Indexed as
Identifiers
What Socratic 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 Socratic graph.