A Knowledge‐Augmented Wearable System for Interpretable Plant Health Monitoring
提出知识增强可穿戴系统K-Wear，将植物传感信号转化为可解释诊断与建议。
全部动态 · 论文 · 农业人工智能与决策模型
10月1日 · 周四
5 条Species identification of crops and weeds in wheat fields using hyperspectral data and machine learning algorithms
利用高光谱数据与随机森林识别哈萨克斯坦东北部麦田作物与杂草，并分析误判的生物学原因。
Lecture 1: Quantum Computing Applied to Animal Nutrition and Agriculture: Emerging Opportunities and Practical Perspectives.
探讨量子计算在动物营养与农业中的应用前景，重点分析混合量子-经典方法解决组合优化等难题的潜力。
TOE Drivers and Farm Performance: The Mediating Role of AI Adoption in Omani Hydroponics—An Exploratory Sequential Mixed-Methods Study
基于TOE框架，用混合方法研究阿曼水培农场AI采纳的驱动因素及对绩效的中介作用。
Multi-Scale Texture-Attention Network for Automated Arecanut Disease Classification Using Explainable Deep Learning
提出MSTANet多尺度纹理注意力网络，实现槟榔九类病害自动分类。
9月30日 · 周三
5 条Reliability Auditing and Capacity-Constrained Review for Wheat-Yield Decision Support under Temporal and Spatial Shift
Reliability Auditing and Capacity-Constrained Review for Wheat-Yield Decision Support under Temporal and Spatial Shift。Research Square
Data Management in Agricultural Enterprises: A Framework for Data-Driven Decision Support
提出农业企业数据管理框架，实现数据从孤立采集到系统化决策支持。
Machine Learning Prediction of Soil Nutrients and pH in Tibetan Alpine Croplands: A Comparison of Nine Algorithms
比较九种机器学习算法预测青藏高原高寒农田土壤养分与pH，发现集成算法最优。
Evaluating Reference Evapotranspiration and Soil Moisture as Predictors for Machine Learning-Based Actual Evapotranspiration Estimation: Model Performance and Explainability
评估ET0与土壤湿度对机器学习估算实际蒸散的影响及可解释性。
PLANT FRUIT DISEASE SEVERITY ALERT NETWORK USING HYBRID DEEP LEARNING AND A RETRIEVAL-AUGMENTED GENERATION MODEL
提出PDANet网络，融合分割、联邦学习与RAG大模型，实现果实病害检测与严重度预警。
9月29日 · 周二
3 条AI-Driven Nutrient Optimization Systems for Precision Agriculture: A Data-Integrated Approach to Reducing Nutrient Runoff and Enhancing Soil Health in Agricultural Systems
研究AI驱动的养分优化系统，通过数据集成实现精准施肥，减少养分流失并改善土壤健康。
Development of a Decision Support System for Selecting College Majors Based on an Expert System Using the Forward Chaining Method
开发基于RIASEC性格与正向推理的专家系统，为高校专业选择提供决策支持。
A study on collaborative co-governance mechanisms for food enterprise quality and safety: a tripartite evolutionary game theory perspective
构建政府、食品企业与第三方参与的三方演化博弈模型，分析食品安全协同共治机制。
9月28日 · 周一
6 条4-Dimensional Chess: Acoustic Localisation Reveals Nested Spatio-temporal Strategies in an Arboreal Communication Network
用三维声学定位追踪非洲树蛙，揭示其跨时空尺度的嵌套行为策略。
Identifying ecosystem service drivers to inform land use scenario simulation: An InVEST-PLSR-PLUS framework for the Danjiangkou Reservoir Basin, China
构建InVEST-PLSR-PLUS框架，识别丹江口库区生态系统服务驱动因子并模拟2030年土地利用
A decision support tool for sustainable cropping pattern and irrigation management under water and nitrogen trade offs
集成DSSAT与多目标优化，为伊朗平原提供兼顾经济与水氮环境的种植决策工具。
A Hybrid Model for Crop Yield Prediction Using Recurrent Neural Networks and Explainable Artificial Intelligence
用LSTM结合可解释AI预测肯尼亚玉米产量，兼顾精度与透明度。
A decision-making method for light regulation of cucumber seedlings considering changes of temperature and CO2 in protected agriculture
构建数据驱动光调控决策框架，优化黄瓜幼苗光强与光谱以提升光合效率并降低能耗。
AquaCrop-derived surrogate model for crop yield response to monthly irrigation deficit
构建AquaCrop衍生的代理模型，快速映射月度灌溉亏缺与作物产量的非线性响应。
9月27日 · 周日
1 条Advancing pig lameness detection with a multi-task framework: Leveraging multi-view 3D pose estimation and wavelet convolution（多任务框架推进生猪跛行检测：利用多视角3D姿态估计与小波卷积）
提出PoseGait-MT多任务框架，用多视角3D姿态与小波卷积同时检测生猪跛行程度和患肢。