ReviewNature plants2021
Nanotechnology and artificial intelligence to enable sustainable and precision agriculture.
Review in Nature plants, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 65 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
65 citing papers in PubMed, 1 synthesis or guideline pooled it, 416 citations in OpenAlex.
- Exploring the Potential of Agro-Nanotechnology in African Agriculture: A Path to Sustainable Development-Systematic Review.TheScientificWorldJournal · 2025Pooled it
- Narrative Review of Nanomaterial Interactions in Plants with a Focus on Multi-Omics and Epigenetic Remodeling.Plants (Basel, Switzerland) · 2026Review
- Understanding the regulatory mechanisms of nanomaterials on carbon metabolism in plants.Fundamental research · 2026Review
- Green Oil-in-Water Nanoemulsions for Delivery of Phytochemicals With Pesticidal Activity for Sustainable Food Production and Safety.Comprehensive reviews in food science and food safety · 2026Review
- Nanoparticle-Induced Cross-Tolerance: A Review of Mechanisms for Concurrent Biotic and Abiotic Stress Mitigation in Crops.Plants (Basel, Switzerland) · 2026Review
- Microalgae-Driven Circular Agriculture: System Integration, Nutrient Recovery, and AI-Assisted Optimization.Microorganisms · 2026Review
- Cellulose-based sensors for decentralized monitoring in precision agriculture.Nature communications · 2026Review
- Porphyrin-Linked Antifungal Nanocarrier Promotes Plant Growth via UV RESISTANCE LOCUS 8-Mediated Light Signalling Activation.Plant biotechnology journal · 2026Article
- ROS-responsive nanoliposomes loaded with anti-oomycetes medium-chain fatty acids for shuttling delivery in plant disease control.Journal of nanobiotechnology · 2026Article
- Nanopesticides by Design: A Review of Delivery Platforms, Environmental Fate, and Standards for Safe and Sustainable Crop Protection.Molecules (Basel, Switzerland) · 2026Review
- Negatively but Not Positively Charged Nanoceria Promoted Lateral Root Growth via Modulating the Distribution of Reactive Oxygen Species Rather than Auxin.Global challenges (Hoboken, NJ) · 2025Article
- Nanoherbicides for Efficient, Safe, and Sustainable Weed Management: A Review.Nanomaterials (Basel, Switzerland) · 2025Review
- Metallic Nitride Microfluidic e-Tongue: A Novel Selective Approach for the Detection of Macronutrients in Soil.ACS sensors · 2025Article
- A unimolecule nanopesticide delivery system applied in field scale for enhanced pest control.Nature communications · 2025Article
- Nanofabrication Techniques for Enhancing Plant-Microbe Interactions in Sustainable Agriculture.Nanomaterials (Basel, Switzerland) · 2025Review
- Characterising Dissolution Dynamics of Engineered Nanomaterials: Advances in Analytical Techniques and Safety-by-Design.Small (Weinheim an der Bergstrasse, Germany) · 2025Article
- Gel-Based Approaches to Vegan Leather: Opportunities and Challenges in Mimicking Leather Properties.Gels (Basel, Switzerland) · 2025Review
- The Role of Artificial Intelligence in Drug Discovery and Pharmaceutical Development: A Paradigm Shift in the History of Pharmaceutical Industries.AAPS PharmSciTech · 2025Review
- Induction of Chirality in MXene Nanosheets and Derived Quantum Dots: Chiral Mixed-Low-Dimensional TiSmall (Weinheim an der Bergstrasse, Germany) · 2025Article
- Agricultural nanotechnology for a safe and sustainable future: current status, challenges, and beyond.Journal of the science of food and agriculture · 2025Review
5 more citing papers are in PubMed but not listed here.
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 at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Climate change, increasing populations, competing demands on land for production of biofuels and declining soil quality are challenging global food security. Finding sustainable solutions requires bold new approaches and integration of knowledge from diverse fields, such as materials science and informatics. The convergence of precision agriculture, in which farmers respond in real time to changes in crop growth with nanotechnology and artificial intelligence, offers exciting opportunities for sustainable food production. Coupling existing models for nutrient cycling and crop productivity with nanoinformatics approaches to optimize targeting, uptake, delivery, nutrient capture and long-term impacts on soil microbial communities will enable design of nanoscale agrochemicals that combine optimal safety and functionality profiles.
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.