Real-Time IoT-Integrated Ensemble LSTM–Bi-LSTM Framework for Greenhouse Microclimate Forecasting
提出物联网集成LSTM与Bi-LSTM加权集成框架，实时预测温室微气候。
设施园艺与植物工厂
设施化保护地生产与植物工厂、无土栽培、都市农业
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SMART GREENHOUSE MEASUREMENT AND MONITORING SYSTEM BASED ON IOT AND COMPUTER VISION
集成物联网与计算机视觉的智能温室系统，实现非破坏性植物生长监测与远程管控。
Intelligent greenhouse irrigation control via multilayer perceptron neural network climate prediction integrated with fuzzy logic control
提出MLP-ANN预测温室微气候并驱动自适应模糊控制器，实现预测性智能灌溉。
Model-based optimization of dynamic photon allocation for maximizing biomass production under a fixed total light integral in vertical farming
在固定总光照积分下，用模型优化垂直农业中动态光子分配以最大化生物量。
ASAS-NANP SYMPOSIUM: MATHEMATICAL MODELING IN ANIMAL NUTRITION: The Evolution of Large Language Models and Their Impact on Animal Sciences
综述大语言模型在动物科学中的应用、风险与负责任使用路径。
TB-YOLOv8n: an improved YOLOv8n-based model for tip-burn detection in plant factory-grown pakchoi under LED lighting
提出轻量模型TB-YOLOv8n，在植物工厂LED光下检测小白菜干烧心。
Machine Learning-Based Decision Support System for Greenhouse Crop Management Under Mite Infestation Conditions
为斯里兰卡温室农户开发基于机器学习的决策支持系统，预测螨害并优化作物管理。
Full shuffle and p-rectified semi-inner powerful IoU-based chili pepper flower recognition with environment-aware YOLO11
基于YOLO11改进，实现温室辣椒花精准检测。
中国农业大学马韫韬教授团队:攻克温室黄瓜冠层点云分割难题 助力设施数字化精准管理
构建Cuc-HiSeg框架，实现温室黄瓜冠层点云高精度叶片实例分割。
Continual Learning Model Evaluation for Hyperspectral-Based Tomato Bacterial Spot Detection in Greenhouse
评估持续学习框架用于温室高光谱番茄细菌性斑点病冠层检测。
ERG-Mask: An edge–region collaborative instance segmentation model for greenhouse table-grape clusters
提出ERG-Mask模型，用于温室鲜食葡萄串的实例分割，提升边缘与区域协同精度。