High-Efficiency Solar-Piezo Hybrid Energy Harvester for Long-Term Autonomous Operation of Smart Agriculture Sensor Nodes
设计太阳能-压电混合能量收集系统，为智慧农业无线传感器节点提供长期免维护供电。
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An AI-Driven Smart Farming System for Crop Recommendation and Plant Disease Detection
提出融合机器学习、深度学习和物联网的智能农场系统，实现作物推荐与植物病害检测。
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Automated System for Plant Health Monitoring and Stress Diagnosis Using IoT and Machine Learning
设计并验证了基于ESP32与随机森林的物联网闭环灌溉系统，实现植物胁迫自动诊断。
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Безпілотні літальні апарати та Інтернет речей у сільському господарстві: систематичний огляд технологічних напрямів і перспектив розвитку
系统综述2024-2026年198篇无人机与物联网农业应用文献，划分七类技术方向并指出发展瓶颈。
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UNMANNED AERIAL VEHICLES AND THE INTERNET OF THINGS IN AGRICULTURE: A SYSTEMATIC REVIEW OF TECHNOLOGICAL DIRECTIONS AND DEVELOPMENT PROSPECTS
系统综述2024-2026年198篇无人机与物联网农业应用文献，划分七类技术方向并指出发展重点。
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Development and Field Validation of a Solar-Powered Smart Buoy for Saltwater Intrusion Monitoring
开发并田间验证太阳能智能浮标，实时监测农业运河盐水入侵并手机报警。
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Energy-Aware Reinforcement-Driven Clustering Framework with Adaptive Processing for Sustainable IoT Sensor Networks
提出RECAP框架，用强化学习动态聚类与自适应处理延长农业物联网传感器网络寿命。
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Development of a Blockchain-Internet of Things (IoT) Security Framework
开发并评估基于区块链与物联网的农业数据安全框架，保障土壤湿度与气象站数据。
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F.A.R.M. (Field Analysis Revenue Management): An IoT and ML Integrated Solution
提出F.A.R.M.系统，用IoT传感与机器学习实现作物推荐、价格预测和产量估算。
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An Intelligent IoT-Enabled Machine Learning Framework for Smart Irrigation in Climate-Resilient Agriculture
An Intelligent IoT-Enabled Machine Learning Framework for Smart Irrigation in Climate-Resilient Agriculture。Research Square
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Smart Agriculture with Machine Learning and Internet of Things Techniques: Literature Review and Bibliometric Analysis
综述机器学习与物联网在智慧农业中的应用并做文献计量分析。
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RPL-AER: An LSTM-Enhanced Energy-Aware and Secure Routing Protocol for Sustainable Agricultural IoT
提出LSTM增强的RPL路由协议RPL-AER，用于农业物联网节能安全路由。
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Integration of digital twin and IoT for virtual greenhouse management
提出VR-DT-IoT框架，实现虚拟温室实时同步与沉浸式控制。
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Cybersecurity and Privacy in AI-Enabled Agricultural IoT Ecosystems: A Systematic Review of Threats, Safeguards, and Resilience Gaps
系统综述2015-2025年农业物联网的网络安全、隐私威胁与防护措施及证据缺口。
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Functional photonic and optoelectronic materials and devices for climate-resilient smart agriculture: a review
综述光子与光电子材料器件结合物联网和机器学习，支撑气候韧性智慧农业的作物与土壤监测。
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Constructing the Comprehensive Intelligent Monitoring System based on Wireless Sensor Networks (WSNs) for Mango Crop Precision Agriculture
Constructing the Comprehensive Intelligent Monitoring System based on Wireless Sensor Networks (WSNs) for Mango Crop Precision Agriculture。Research Square
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One Toolchain, Six Domains: A Multiple-Case, Document-Based Study of Rapid IoT Prototypes Built in a One-Week Immersive Course on a Master’s Program in Applied Artificial Intelligence
基于六组一周IoT课程原型文档，分析其架构、AI集成与安全模式。
2 个信源阅读 6
AI-Driven Precision Agriculture and Crop Resilience: Integrating Artificial Intelligence, IoT and Remote Sensing for Climate-Resilient Indian Agriculture: A Vision for Viksit Bharat 2047
提出AI+物联网+遥感驱动的精准农业概念框架，提升印度气候韧性作物生产。
2 个信源阅读 5
Integrating Material Flow Cost Accounting and IoT-Based Monitoring for Eco-Efficient Goat Farm Management
开发集成物联网监测与物料流成本核算的山羊养殖数字平台GEMBALA。
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Solar-powered irrigation adoption in South Asia: opportunities, challenges, and policy implications
综述南亚太阳能灌溉的技术、政策与社会环境影响，指出其可持续性取决于制度与监管框架。
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