Differentiating seasonal trends and environmental responses in wheat through longitudinal chlorophyll a fluorescence phenotyping
用纵向叶绿素荧光表型分析小麦不同基因型，区分季节性趋势与环境响应。
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从最新政策到前沿研究，查找你关心的农业进展。
9月11日 · 周五
20 条Sustainable soil governance pathways toward zero food gap
综述土壤科学、地球观测、AI与决策支持，提出可持续土壤治理实现零食物缺口的整合框架。
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A Decision Support System (DSS) for Fraud Detection Using Genetic Support Vector Machine (GSVM)
用遗传算法优化SVM构建财务欺诈检测决策支持系统，在制造业面板数据上验证。
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The use of artificial intelligence in agriculture: Global practice
综述2022-2026年AI在农业的应用趋势、成效与各国推广障碍。
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“Space-sky-ground-Lake” four-dimensional monitoring technology for water quality in Baiyangdian - a new model for future environmental monitoring
构建“天-空-地-湖”四维水质监测系统，实现白洋淀水质立体化智能监控。
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Optimized Inception-v4 CNN Combined with YOLOv8 andXGBoost for Tomato Plant Disease Recognition and Classification
提出YOLOv8+Inception-v4+XGBoost混合模型，实现番茄叶片病害精准检测与分类。
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Assessing urban heat island patterns in Bharatpur metropolitan city of Nepal using multi-temporal remote sensing and machine learning
用多时相遥感和机器学习评估尼泊尔巴拉特普尔市2000-2024年城市热岛动态并预测2030年情景。
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AI-Powered Crop Protection: Transforming Pest Surveillance and Decision-Making Through Digital Agriculture
综述AI与数字农业在害虫监测、预测及决策支持中的应用与挑战。
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Adaptive Ensemble Machine Learning Framework for Robust Prediction, Classification, and Intelligent Decision Support Across Heterogeneous Data Domains
提出自适应异构动态集成框架AHDE-DS，实现跨异构数据的鲁棒预测、分类与智能决策支持。
智慧农业 / 农业物联网农业人工智能
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Climate-Smart Rice Production through Integrated Water and Carbon Management: Methane Mitigation, Biochar and Yield Resilience
综述评估水稻甲烷减排、水分管理、生物炭与产量韧性的整合策略，提出以水分管理为主的分层管理框架。
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Bridging Governance and Empirical Threat Intelligence: An Integrated Framework for Cybersecurity in Smart Farming
提出融合数据治理与蜜网威胁情报的智慧农业网络安全框架。
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An ensemble deep learning approach for soil pH classification leveraging GLCM-based texture features and neural networks
提出融合GLCM纹理特征与CNN的集成深度学习框架，实现土壤pH等级图像分类。
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Smart Farms, Unequal Fields: The Social and Technical Issues of Climate-Smart Agriculture
Smart Farms, Unequal Fields: The Social and Technical Issues of Climate-Smart Agriculture。Food Ethics
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Climate Change and Agricultural Insect Pests: Ecological Mechanisms, Crop Productivity Impacts and Climate Adaptation Strategies
综述气候变化对农业害虫生态机制、作物生产力影响及气候适应策略。
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An Adaptive AI-DSS Framework for Real-Time Image Analysis and Decision-Making in Precision Agriculture
提出自适应AI决策支持系统，用轻量网络与特征优化实现精准农业实时图像分析与决策。
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Trustworthy AutoML indicators for climate-smart agriculture: A sustainability-governance framework for decision support
提出面向气候智慧型农业的可信AutoML指标体系与可持续治理框架，用于决策支持。
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Spatial Assessment of Biophysical Suitability for Climate-Smart Agriculture across Nigeria
Spatial Assessment of Biophysical Suitability for Climate-Smart Agriculture across Nigeria。Research Square
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Smart crop recommendation: fusing nutrient and climate data with Krill Herd Optimization and explainable AI
提出融合养分与气候数据、KHO优化和可解释AI的作物推荐框架，Tab Transformer精度达0
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Family farm development, agricultural technical efficiency and farmers’ income
基于中国地级市面板数据，检验家庭农场发展对农民收入的关联及农业技术效率的中介作用。
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Multi-objective water–energy–food–environment Nexus optimization for wheat production in the North China plain
构建农场尺度水-能-粮-环境耦合优化模型，比较五种情景以优化华北平原小麦生产的可持续性。
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