ReviewNanotechnology, science and applications2026
Green Nanoparticles in Precision Agriculture: A Critical Review of Smart Crop Management, Nano-Enabled Delivery Systems, and Sustainable Farming.
Review in Nanotechnology, science and applications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Sustainable agricultural production requires approaches that improve resource-use efficiency while limiting environmental burdens. This critical review examines green-synthesized Nanoparticles (NPs) in precision agriculture, covering sustainable synthesis, smart crop management, nano-enabled delivery systems, nano-biosensors, plant-nanoparticle interactions, environmental risks, circular agriculture, and digital technologies. The NPs derived from Plant, microbial, biomolecule, and waste shows potential for targeted nutrient delivery, crop protection, stress management, and improved monitoring. However, reported performance varies with NP size, surface properties, concentration, formulation, crop type, soil, and environmental conditions. The review therefore critically considers both benefits and risks, including phytotoxicity, effects on beneficial microorganisms, persistence, bioaccumulation, and long-term ecosystem impacts. Waste-derived NPs and circular nanomanufacturing offer opportunities for resource recovery and agricultural waste valorization, but their scalability and economic feasibility remain uncertain. The integration with Artificial Intelligence (AI), Internet of Things (IoTs), Unmanned Aerial Vehicles (UAVs), remote sensing, and smart decision-support systems may improve site-specific management. The review also examines technology readiness, commercialization pathways, manufacturing consistency, cost, and regulatory requirements. The green NPs shows promise for sustainable precision agriculture, but wider adoption requires stronger field validation, standardized characterization, environmental risk assessment, reproducible manufacturing, economic evaluation, and responsible regulatory development.
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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.