The importance of climate-smart agriculture for small millets through legume intercropping
评估小粒谷物与豆类间作的生产性能和能量动态，筛选最优行比。
全部动态 · 论文 · 智慧农业 / 农业物联网
10月4日 · 周日
14 条From pixels to runoff: integrating high-resolution remote sensing and deep learning for hydrologically meaningful urban land-use classification
比较高分辨率遥感分类精度与水文模拟效果，发现像素精度不足以判断土地利用图的水文适用性。
AI-Driven Computer Vision for Pavement Distress Classification and Structural Degradation Mapping in Urban Highway Networks
提出YOLO车载视觉框架，实现路面病害实时检测、PCI估算与GIS退化制图。
A new vegetation–thermal integrated approach (NNL-SM) for high-resolution soil moisture estimation
提出NNL-SM模型，融合NDMI、NDVI和LST将SMAP土壤水分从9km降尺度至1km。
A Hybrid Single-Shot Vision-AI and Geospatial Framework for Multimodal Infrastructure Degradation Mapping in Urban Networks
提出融合YOLO、边缘计算与数字孪生的框架，实现城市交通基础设施缺陷实时检测与可视化。
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。
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。
Being Granular, Becoming Sustainable:
从瑞士智慧农业行动者视角，探讨数字化与可持续性如何通过颗粒化数据实践结合。
A multilevel living lab using a digital-twin-based modelling environment for sustainability education and decision support
研究将区域供热数字孪生模型环境融入多层级生活实验室，用于可持续教育并支持决策。
Smart Agriculture Technology: A Review of Robotic Platforms, Sensing Modalities, Artificial Intelligence, Datasets, Evaluation Metrics, and Future Research Directions
系统综述智慧农业机器人、传感、AI、数据集与评估指标，指出落地瓶颈并展望方向。
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。
Intelligent defense at the edge: a comprehensive survey of federated learning, TinyML and explainable AI for intrusion detection in IoT and IIoT ecosystems
综述联邦学习、TinyML与可解释AI在IoT/IIoT入侵检测中的进展，并提出统一框架。
Adoption of Improved Pigeonpea (Cajanus cajan) Production Technologies in India-Status, Constraints and Opportunities: A Review
综述印度木豆改良技术采用现状、制约因素与机遇，指出推广不均导致产量差距。
A collaborative perception framework for green jujube: from lightweight key point detection to posture-aware harvest analysis
提出RDA-YOLO与SAM2协同感知框架，实现青枣采摘点定位与姿态分析。
10月3日 · 周六
6 条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。
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。
Examining perceived heat stress: health and livelihood effects on auto-rickshaw drivers in Satara city (India) of the South Asia Region
调查印度萨塔拉市107名三轮车司机在高温下的健康与生计影响，结合遥感指数分析热暴露。
International Journal for Research in Applied Science and Engineering Technology·9月30日 · 周三0 分 论文智慧农业 / 农业物联网阅读 1
GRID PATROL COPILOT: An AI-Powered Patrol Intelligence Framework for Transmission Line Fault Localization and Field Response Optimization
提出AI巡检智能框架，将故障信息转为可执行的现场巡检建议。
Journal of Contemporary Issues in Open Distance and E-Learning·10月1日 · 周四62 分 论文单产提升与粮食安全智慧农业 / 农业物联网阅读 2
African Pathways to the Three Zeros: Operationalizing Yunus Social Business Principles for Sustainable Development
构建非洲废弃物-食物-气候社会企业框架，将三零目标转化为可操作路径。