ReviewACS omega2021
Emerging Technologies for Monitoring Plant Health in Vivo.
Review in ACS omega, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 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
22 citing papers in PubMed.
- Sustainable Wearable Sensors for Plant Monitoring and Precision Agriculture.Analytical chemistry · 2025Review
- Rapid detection of soybean nutrient deficiencies with YOLOv8s for precision agriculture advancement.Scientific reports · 2025Article
- A Biohydrogel-Enabled Microneedle Sensor for In Situ Monitoring of Reactive Oxygen Species in Plants.ACS sensors · 2025Article
- Cutting-Edge Sensor Design: MIP Nanoparticle-Functionalized Nanofibers for Gas-Phase Detection of Limonene in Predictive Agriculture.Polymers · 2025Article
- Integration of smart sensors and IOT in precision agriculture: trends, challenges and future prospectives.Frontiers in plant science · 2025Review
- Review
- Electrochemical microfluidic sensing platforms for biosecurity analysis.Analytical and bioanalytical chemistry · 2024Review
- Sustainable Agriculture with LEAFS: a Low-cost Electrochemical Analyzer of Foliage Stress.Sensors & diagnostics · 2024Article
- Recent advances of microneedles biosensors for plants.Analytical and bioanalytical chemistry · 2024Review
- Field Plant Monitoring from Macro to Micro Scale: Feasibility and Validation of Combined Field Monitoring Approaches from Remote to in Vivo to Cope with Drought Stress in Tomato.Plants (Basel, Switzerland) · 2023Article
- Explorative Image Analysis of Methylene Blue Interactions with Gelatin in Polypropylene Nonwoven Fabric Membranes: A Potential Future Tool for the Characterization of the Diffusion Process.Gels (Basel, Switzerland) · 2023Article
- Biomass-Derived Carbon Dots as Nanoprobes for Smartphone-Paper-Based Assay of Iron and Bioimaging Application.ACS omega · 2023Article
- Extraction of phytochemicals from the pomegranate (RSC advances · 2023Article
- Classification of Plant Endogenous States Using Machine Learning-Derived Agricultural Indices.Plant phenomics (Washington, D.C.) · 2023Article
- A SiPM-Enabled Portable Delayed Fluorescence Photon Counting Device: Climatic Plant Stress Biosensing.Biosensors · 2022Article
- Field-Effect Transistor-Based Biosensors for Environmental and Agricultural Monitoring.Sensors (Basel, Switzerland) · 2022Review
- Non-destructive Technologies for Plant Health Diagnosis.Frontiers in plant science · 2022Review
- Challenges and advances in measuring sap flow in agriculture and agroforestry: A review with focus on nuclear magnetic resonance.Frontiers in plant science · 2022Review
- Specific Bacterial Pathogen Phytosensing Is Enabled by a Synthetic Promoter-Transcription Factor System in Potato.Frontiers in plant science · 2022Article
- Plant Wearable Sensors Based on FBG Technology for Growth and Microclimate Monitoring.Sensors (Basel, Switzerland) · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
In the coming decades, increasing agricultural productivity is all-important. As the global population is growing rapidly and putting increased demand on food supply, poor soil quality, drought, flooding, increasing temperatures, and novel plant diseases are negatively impacting yields worldwide. One method to increase yields is plant health monitoring and rapid detection of disease, nutrient deficiencies, or drought. Monitoring plant health will allow for precise application of agrichemicals, fertilizers, and water in order to maximize yields. In vivo plant sensors are an emerging technology with the potential to increase agricultural productivity. In this mini-review, we discuss three major approaches of in vivo sensors for plant health monitoring, including genetic engineering, imaging and spectroscopy, and electrical.
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.