System-Level Smart Robotic Harvesting for High-Value Greenhouse Crops: A Review
综述188项研究，从具身智能视角分析温室高价值作物智能采收的系统集成瓶颈。
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9月14日 · 周一
20 条[预印本]Multi-Task Learning for Sparsely-Labeled Time Series: A Case Study on Cold-Hardiness Modeling
提出RNN多任务学习方法，用于标签稀疏的葡萄抗寒时间序列建模。
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[预印本]Simulating the Marginal Green Contribution of AI Modules in a Smart-Agriculture Platform: Evidence from Two Monte Carlo Experiments
用蒙特卡洛实验模拟智慧农业平台中AI模块对农药化肥减量与节水减排的边际绿色贡献。
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[预印本]Vision-language models know more about agriculture than they show and rubric-grounded verifications close the gap
构建农业图像基准，发现视觉语言模型已编码农业特征，但输出未充分体现。
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A real-time forecasting framework for emerging infectious diseases affecting animal populations
提出一个利用疫情早期数据实时预测牲畜传染病时空传播的通用建模框架。
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Quality Assessment of Scotch Bonnet Pepper (Capsicum Chinense Jacq) Using Image Processing Techniques
用图像处理和CNN/SVM/逻辑回归对苏格兰帽椒进行好坏二分类质量分级。
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An optimized machine learning approach for reliable agronomic parameter prediction in precision farming systems
提出优化机器学习框架，用土壤环境数据预测农艺参数并分类菠菜生长阶段。
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High-Precision Crop Yield Prediction Model Combining GANs and Random Forest
结合GAN数据增强与随机森林，构建高精度作物产量预测模型。
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System architecture and interactive LLM prompt framework for the integration of clinical and mitochondrial data in obesity: a software prototype and feasibility study
开发轻量本地软件原型与LLM提示框架，整合肥胖临床与线粒体数据。
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Deep Learning-Based Weed Classification, Detection, and Segmentation in Precision Agriculture: a Bibliometric and Comprehensive Review
对精准农业中深度学习杂草分类、检测与分割研究进行文献计量与综述分析。
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Role of Artificial Intelligence in Addressing Major Healthcare Access Challenges across Africa
综述AI在非洲医疗可及性挑战中的应用、成效与障碍。
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Empowering India's Digital Future through Artificial Intelligence in Geography
本文探讨地理空间人工智能（GeoAI）如何推动印度数字治理与可持续发展。
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Wheat Nitrogen Fertilizer Management Using GreenSeeker Handheld Crop Canopy Sensor
用GreenSeeker手持冠层传感器NDVI预测小麦产量并优化氮肥管理。
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Assessment of Seasonal Variations in Groundwater Quality Using Physicochemical Analysis and Water Quality Index in Panna, Madhya Pradesh, India: A Review
综述印度潘纳地区地下水质量的季节性变化，用理化分析与水质指数评估七个采样点。
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An ensemble version of fire potential index (eFPI) integrating seasonal variability in sub-pixel fuel composition
构建集成火灾潜力指数eFPI，融合亚像元燃料组成季节变化，评估南加州野火易发性。
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Spatio-temporal characteristics and driving factor identification of precipitation use efficiency: Based on machine learning and SHAP analysis
基于多源遥感与可解释机器学习，揭示东北寒区降水利用效率时空特征及驱动因子。
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Three decades of vegetation change in Jabel Marra: climate drivers and post-conflict vegetation dynamics
分析苏丹Jabel Marra地区1994–2024年植被变化及其气候驱动因素。
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Land Use and Land Cover Dynamics of Tertiary Institutions as Growth Poles in Zaria Urban Area, Nigeria
用GIS与遥感分析尼日利亚扎里亚高校1924-2024年土地利用变化，揭示其作为城市增长极的作用。
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Drone-based leak detection and real-time monitoring of urban water in Harare, Zimbabwe
用无人机热红外成像检测津巴布韦哈拉雷城市供水管网泄漏并实时监测。
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Carbon Farming in the Digital Era: Soil Carbon Sequestration, Permanence, Measurement, Reporting and Verification
综述数字时代碳农业的土壤固碳、持久性与MRV，强调混合验证与保守核算。
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