An Intelligent LLM–Fuzzy Decision Support and Digital Twin Framework for Adaptive Agricultural Robotics Systems
提出LLM-模糊决策与数字孪生框架，用于自适应农业机器人协同决策。
数字农业与前沿技术
浏览数字农业与前沿技术相关政策、产业动态与研究。
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Sustainability intelligence: Integrating Artificial Intelligence, the Internet of Things, and Digital Twins for resource-efficient and climate-resilient systems
综述AI、物联网与数字孪生融合的可持续性智能，提出七层SIF框架。
Use of artificial intelligence (AI) in vegetable crops: A review
综述人工智能在蔬菜作物生产中的应用，涵盖监测、诊断、灌溉、产量预测与采收机器人。
A multiplexed wearable microfluidic platform for non-invasive sweat-inspired monitoring of plant guttation biomarkers
开发可穿戴微流控电化学平台PlantIonics，实时无创监测植物吐水液生物标志物。
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。
THE IMPACT OF MODERN TECHNOLOGICAL INNOVATIONS ON FOOD
实证研究尼日利亚技术型农场中现代技术创新与粮食安全的关系。
YOLOv8-MST: a lightweight and efficient real-time detection and counting deep learning algorithm for double-grain peanut seeding
提出YOLOv8-MST轻量算法，实现双粒花生播种实时检测与计数。
UAV-based RGB imagery and supervised–unsupervised machine learning for estimating sorghum biomass and grain yield under water and nitrogen stress
用无人机RGB影像与机器学习估算水分氮胁迫下高粱生物量和产量。
Zenodo (CERN European Organization for Nuclear Research)·9月30日 · 周三69 分 论文农业AI与大模型农业人工智能与决策模型2 个信源同时报道 阅读 3
Artificial Intelligence for Sustainable Development: Opportunities, Innovations, and Systemic Risks
综述AI在可持续发展目标中的应用机遇、创新与系统性风险。
Leveraging on Artificial Intelligence Technology in Boosting Cassava Production in Nigeria: The Gains and Constraints
分析AI在尼日利亚木薯生产中的应用收益与制约因素。
Modeling the productive potential of coffee trees in the Cerrado of Minas Gerais through hierarchical landscape analysis and remote sensing data
基于景观指标与NDVI构建模型，对巴西塞拉多咖啡树生产潜力进行分级分类。
FROM FARM DATA TO MARKET VALUE: A SYSTEMATİC REVİEW OF PRECİSİON AGRİCULTURE TECHNOLOGİES AND DATA-DRİVEN MARKETİNG STRATEGİES
系统综述精准农业数据生态如何转化为市场价值，提出FDMV模型。
International Journal of Pattern Recognition and Artificial Intelligence·9月30日 · 周三76 分 论文物联网传感与边缘计算智慧农业 / 农业物联网阅读 1
InResKolArno_SCO: An Efficient Plant Disease Classification Framework for IoT-Enabled Smart Agriculture
提出InResKolArno_SCO混合框架，用于物联网智慧农业中的植物病害分类。
Machine learning classification techniques for smart agriculture: a review of disease detection and crop recommendation
综述2023-2026年30篇文献，评估物联网与机器学习在作物病害检测和推荐中的应用。
China’s changing diets improve human health but increase environmental pressures
分析1990-2021年中国城乡膳食转型对健康与环境的权衡，并模拟优化路径。
An Automata-Driven Cognitive Explainable Artificial Intelligence Framework for Climate-Adaptive Precision Agriculture and Environmental Sustainability
An Automata-Driven Cognitive Explainable Artificial Intelligence Framework for Climate-Adaptive Precision Agriculture and Environmental Sustainability。Cureus Journal of Computer Science.
An agronomically informed framework for temporally transferable yield prediction
提出农学知情框架，结合最优物候期与密度产量制图，实现跨季节可迁移的产量预测。
Factors influencing digital technology investments on French farms
Factors influencing digital technology investments on French farms。Precision Agriculture
Approaches to forecast soil nutrient dynamics for precision agriculture and sustainable fertiliser management: A review
综述土壤养分动态预测的统计与机器学习方法，比较精度与局限。
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