ReviewPlant biotechnology journal2024
Wearable sensor supports in-situ and continuous monitoring of plant health in precision agriculture era.
Review in Plant biotechnology journal, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 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
18 citing papers in PubMed.
- Carbon quantum dots in plant photosynthesis: from material design to agricultural performance.RSC advances · 2026Review
- Phytohormone dynamics in tomato leaves due to in-situ continuous wearing of sensors.Plant methods · 2026Article
- Intelligent agricultural machinery navigation and pose estimation in plantation/nursery environments integrating improved RANSAC and lightweight YOLOv11.Scientific reports · 2026Article
- Precision Farming with Smart Sensors: Current State, Challenges and Future Outlook.Sensors (Basel, Switzerland) · 2026Review
- Breaking the snapshot barrier: electrochemical biosensors for real-time in-vivo abscisic acid (ABA) tracking in dynamic environments.Mikrochimica acta · 2026Review
- VOC biomarker-based wearable gas sensors for real-timeFrontiers in plant science · 2026Review
- Noninvasive Sensing of Foliar Moisture in Hydroponic Crops Using Leaf-Based Electric Field Energy Harvesters.Biosensors · 2025Article
- Let's Get Real: Are Wearable Plant Sensors Ready for Crop Monitoring?ACS sensors · 2025Review
- Ion-selective electrodes: innovations for precision in vivo plant ion monitoring.Mikrochimica acta · 2025Review
- Stoma Detection in Soybean Leaves and Rust Resistance Analysis.Plants (Basel, Switzerland) · 2025Article
- Advancing Wearable VOC Sensors: A Roadmap for Sustainable Agriculture and Real-Time Plant Health Monitoring.Chem & bio engineering · 2025Review
- Flexible and Wearable Tactile Sensors for Intelligent Interfaces.Materials (Basel, Switzerland) · 2025Review
- Sustainable Wearable Sensors for Plant Monitoring and Precision Agriculture.Analytical chemistry · 2025Review
- Smart Chip Technology for the Control and Management of Invasive Plant Species: A Review.Plants (Basel, Switzerland) · 2025Review
- Impact of carbon nanodot uptake on complex impedance charge transport and energy storage mechanism in aloe vera leaves.Scientific reports · 2025Article
- Surface-enhanced spectroscopy technology based on metamaterials.Microsystems & nanoengineering · 2025Review
- Article
- Highly Stretchable and Reliable Graphene-Based Strain Sensor for Plant Health Monitoring and Deep Learning-Assisted Crop Recognition.Research (Washington, D.C.) · 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
6 authors.
Funding
Abstract
Plant health is intricately linked to crop quality, food security and agricultural productivity. Obtaining accurate plant health information is of paramount importance in the realm of precision agriculture. Wearable sensors offer an exceptional avenue for investigating plant health status and fundamental plant science, as they enable real-time and continuous in-situ monitoring of physiological biomarkers. However, a comprehensive overview that integrates and critically assesses wearable plant sensors across various facets, including their fundamental elements, classification, design, sensing mechanism, fabrication, characterization and application, remains elusive. In this study, we provide a meticulous description and systematic synthesis of recent research progress in wearable sensor properties, technology and their application in monitoring plant health information. This work endeavours to serve as a guiding resource for the utilization of wearable plant sensors, empowering the advancement of plant health within the precision agriculture paradigm.
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.