SynthesisSensors (Basel, Switzerland)2023
Recent Advancements and Challenges of AIoT Application in Smart Agriculture: A Review.
Synthesis in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 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
15 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Microbial-driven nature-based solutions for environmental antimicrobial resistance and emerging contaminants: mechanisms, platform trade-offs, and decision framework.Frontiers in microbiology · 2026Pooled it
- Trust-Aware Environmental State Consensus for Smart Agriculture with TEE-Enabled Sensing and Byzantine-Resilient Blockchain Coordination.Sensors (Basel, Switzerland) · 2026Article
- Smart farming approaches in medicinal plant cultivation: a review of techniques, benefits, and sustainability.Planta · 2026Review
- Integration of LLMs and VLMs in plant stress phenotyping: From trait recognition to decision support.Plant phenomics (Washington, D.C.) · 2026Review
- Explainable AI-driven interpretation of environmental drivers of tomato fruit expansion in smart greenhouses using IoT sensing.Scientific reports · 2025Article
- Multi-Sensor Monitoring, Intelligent Control, and Data Processing for Smart Greenhouse Environment Management.Sensors (Basel, Switzerland) · 2025Review
- Nanomaterials in Agriculture: A Pathway to Enhanced Plant Growth and Abiotic Stress Resistance.Plants (Basel, Switzerland) · 2025Review
- Advancing common bean (Phaseolus vulgaris L.) disease detection with YOLO driven deep learning to enhance agricultural AI.Scientific reports · 2024Article
- Robust Intelligent Monitoring and Measurement System toward Downhole Dynamic Liquid Level.Sensors (Basel, Switzerland) · 2024Article
- Multimodal Environmental Sensing Using AI & IoT Solutions: A Cognitive Sound Analysis Perspective.Sensors (Basel, Switzerland) · 2024Article
- A novel single-channel edge computing LoRa gateway for real-time confirmed messaging.Scientific reports · 2024Article
- Emerging Technologies in Edge Computing and Networking.Sensors (Basel, Switzerland) · 2024Article
- Design of a hazard prediction system with intelligent multimodal fusion based on artificial intelligence & internet of things technology: taking a crib as an example.PeerJ. Computer science · 2024Article
- Advancing horizons in vegetable cultivation: a journey from ageold practices to high-tech greenhouse cultivation-a review.Frontiers in plant science · 2024Review
- AI-Enabled Traffic Control Prioritization in Software-Defined IoT Networks for Smart Agriculture.Sensors (Basel, Switzerland) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
As the most popular technologies of the 21st century, artificial intelligence (AI) and the internet of things (IoT) are the most effective paradigms that have played a vital role in transforming the agricultural industry during the pandemic. The convergence of AI and IoT has sparked a recent wave of interest in artificial intelligence of things (AIoT). An IoT system provides data flow to AI techniques for data integration and interpretation as well as for the performance of automatic image analysis and data prediction. The adoption of AIoT technology significantly transforms the traditional agriculture scenario by addressing numerous challenges, including pest management and post-harvest management issues. Although AIoT is an essential driving force for smart agriculture, there are still some barriers that must be overcome. In this paper, a systematic literature review of AIoT is presented to highlight the current progress, its applications, and its advantages. The AIoT concept, from smart devices in IoT systems to the adoption of AI techniques, is discussed. The increasing trend in article publication regarding to AIoT topics is presented based on a database search process. Lastly, the challenges to the adoption of AIoT technology in modern agriculture are also discussed.
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.