AgriSphere: A Smart Agriculture Framework Integrating IoT and Artificial Intelligence for Adaptive Crop Selection
提出IoT与AI融合框架，结合实时土壤数据与天气预报推荐适宜作物。
物联网传感与边缘计算
农业传感器、物联网组网与边缘计算
技术筛选
161 篇内容
A systematic review of data handling and management techniques in edge computing for IoT
系统综述2022-2025年IoT边缘计算数据处理与管理优化技术，涵盖存储、缓存、聚合与完整性四类。
Communication-efficient Federated Transfer Learning for real-time intrusion detection in agricultural IoT systems
提出联邦迁移学习入侵检测方法，将流量转灰度图复用轻量视觉模型，实现农业物联网实时检测。
Ambient RF energy harvesting using voltage doubler rectifier for battery-free agricultural sensor networks: Design, statistical analysis, and machine learning validation
设计多频段环境RF能量收集系统，为无电池农业传感器网络供电并验证。
STEM Education and AI Applications in Chemistry Teaching: From Pedagogical Ecosystems to the Self-Efficacy of Secondary School Teachers
构建化学STEM教学框架，以“化肥与智慧农业”案例融合AI与物联网，提升教师自我效能。
International Journal for Research in Applied Science and Engineering Technology·9月10日 · 周四75 分 论文水资源与灌溉智慧农业 / 农业物联网阅读 5
AIOT in Predictive Agriculture - IoT and AI Integration for Real-Time Soil Monitoring and Smart Irrigation in Predictive Agriculture
提出AIoT框架，用LSTM预测土壤湿度实现智能灌溉，节水并延长节点续航。
Connecting the Canopy: C-Band and Ku-Band Satellite Technologies for Sustainable Oil Palm Plantation Management in Indonesia—A Review
综述C波段与Ku波段卫星技术在印尼油棕可持续种植管理中的应用与选择。
IoT-Enhanced forecasting and early warning system for whitefly incidence in greenhouses
构建物联网增强的温室白粉虱发生预测预警系统。
Optimized Inception-v4 CNN Combined with YOLOv8 andXGBoost for Tomato Plant Disease Recognition and Classification
提出YOLOv8+Inception-v4+XGBoost混合模型，实现番茄叶片病害精准检测与分类。
Bridging Governance and Empirical Threat Intelligence: An Integrated Framework for Cybersecurity in Smart Farming
提出融合数据治理与蜜网威胁情报的智慧农业网络安全框架。
A comprehensive survey on connectivity for IoT sensor networks
综述物联网传感器网络连接性，涵盖应用、约束、能量管理及部署挑战。
Deep learning technique for rice leaf disease classification and severity level identification via Hybrid ResConvolutional Neural Network
提出混合Res卷积神经网络用于水稻叶部病害分类与严重度识别，结合物联网数据采集。
AN ADAPTIVE FEDERATED DEEP LEARNING FRAMEWORK FOR SECURE AND PRIVACY PRESERVING PRECISION AGRICULTURE IN DISTRIBUTED IOT NETWORKS | Kashf Journal of Multidisciplinary Research
AN ADAPTIVE FEDERATED DEEP LEARNING FRAMEWORK FOR SECURE AND PRIVACY PRESERVING PRECISION AGRICULTURE IN DISTRIBUTED IOT NETWORKS | Kashf Journal of Multidisciplinary Research。OpenAlex
From perception to reaction: an RLCC-engine-driven cybersecurity framework for smart agricultural ecosystems
提出一个由RLCC引擎驱动的智慧农业网络安全框架，从感知到反应，保护农业生态系统。
Continuous nitrate and ammonium monitoring under different VPD conditions in hydroponic cultivation via IoT environmental control and ion sensing
利用物联网环境控制和离子传感，在水培中连续监测不同VPD条件下的硝酸盐和铵浓度。
International Journal of Artificial Intelligence and Machine Learning 2026, 6(9s): 1668-1689·9月5日 · 周六77 分 论文物联网传感与边缘计算农业人工智能与决策模型阅读 3
IoT-Enabled Evidence-Fusing Graph Neural Network With Attention-Based Feature Engineering For Uncertainty-Aware Crop Recommendation（IJAIML Vol.6 No.9s 1668-1689）
提出IoT-AM-EFGNN框架，结合IoT传感与图神经网络实现高精度作物推荐。
Zenodo (CERN European Organization for Nuclear Research)·9月5日 · 周六0 分 论文物联网传感与边缘计算智慧农业 / 农业物联网2 个信源同时报道 阅读 0
Based on Blockchain Distributed Sensor Network
提出基于区块链的分布式传感器网络，增强数据安全与共享。
Integrating Artificial Intelligence and IoT for Precision Farming: A Review of Agriculture 4.0 Technologies, Applications, and Challenges
综述AI与IoT在精准农业中的集成技术、应用与挑战，提出未来研究方向。
Bridging challenges with technology: A scientometric and systematic study on sustainability in smart agriculture
通过科学计量和系统综述，评估智能农业中技术整合的研究格局与优势。
International Journal of Creative and Open Research in Engineering and Management·9月3日 · 周四56 分 论文物联网传感与边缘计算智慧农业 / 农业物联网阅读 2
Autonomous Multi-Crop Weeding and Nutrient Management
提出一种集成AI、IoT和嵌入式系统的自主多作物除草与养分管理机器，实现精准农业。