农村数字经济能否提升农业绿色全要素生产率？基于双重机器学习的实证研究
用双重机器学习检验农村数字经济对农业绿色全要素生产率的影响。
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Replacing blanket agronomic recommendations with agroecology-specific decision support: a simulation-based framework for irrigated dry-season rice production in coastal deltas
用APSIM模拟35年气候，为沿海盐渍稻区定制播期与品种决策。
International Journal of Computational Intelligence Systems·10月22日 · 周四84 分 论文农业AI与大模型农业人工智能与决策模型阅读 0
ExplainableCropAI: Interpretable Deep Learning for Agricultural Disease Diagnosis and Decision Support
构建可解释水稻病害诊断系统，融合归因、不确定性与自然语言解释。
RGB UAV Imagery for Crop Monitoring and Decision Support in Precision Agriculture
用无人机RGB影像提取植被指数监测小麦和油菜长势并生成精准干预区。
Structural Reorganization of Water Use Efficiency Drivers in the Hanjiang River Basin Under the South-to-North Water Diversion: Spatiotemporal Deep Learning and Pixel-Level Attribution
用ConvGRU与积分梯度量化南水北调后汉江流域WUE驱动因子的像素级重组。
Object Detection in Computer Vision: A Comprehensive Review of Algorithms, Datasets, and Evaluation Techniques
系统综述目标检测三十年演进，从传统方法到深度学习、Transformer与大模型。
Trends in soil organic carbon prediction research using geospatial technologies and artificial intelligence: an exploratory bibliometric analysis (2005-2025)
用文献计量分析2005-2025年地理空间技术与AI预测土壤有机碳的研究趋势。
INSTITUTIONAL CONSTRAINTS ON THE DIGITAL TRANSFORMATION OF UKRAINIAN AGRICULTURAL SECTOR
研究乌克兰农业数字化转型的制度约束，构建数字成熟度评估指标体系。
INOVASI DIGITAL PENGELOLAAN HAMA DAN PENYAKIT PADI: IMPLEMENTASI DIGIFARMING PADA KOMUNITAS PETANI MILENIAL WIJA PAGGALUNG, KECAMATAN BARANTI, KABUPATEN SIDRAP
在印尼南苏拉威西稻农社区实施DiGiFarming传感器监测系统，提升农户病虫害数字化管理能力。
AI-Enabled Smart and Precision Agriculture: Smart Sensors, IoT, Deep Learning, Computer Vision, and Decision Support: A Comprehensive Survey
综述AI赋能精准农业的传感、物联网、深度学习与决策支持，并提出参考架构。
Digital Twins in Irrigation Optimization: Advantages, Opportunities, and Challenges
综述数字孪生在灌溉优化中的应用、机遇与挑战。
Zenodo (CERN European Organization for Nuclear Research)·10月21日 · 周三69 分 论文社会化服务与规模经营农业人工智能与决策模型阅读 0
Evaluation of Concept-Rank Collapse Audits for Computer Vision Agriculture Disease Classifiers Under Low-Label Regimes: An Interpretability Capacity Bound for Smallholder Fungicide Selectivity
提出可解释性容量上界，评估低标签下概念秩崩溃审计的可靠性。
Hierarchical Conformal Risk Control for Artificial Intelligence Agriculture Irrigation Scheduling Under Unmodeled Infiltration: A Computer Safety-Guarantee Evaluation
提出分层保形风险控制，为未建模入渗下的灌溉调度提供安全保证。
Zenodo (CERN European Organization for Nuclear Research)·10月21日 · 周三70 分 论文社会化服务与规模经营农业人工智能与决策模型阅读 0
Evaluation of Concept-Probe Temporal-Stability Audits for Computer Vision Agriculture Disease Classifiers Under Seasonal Phenology Drift: An Interpretability Decay Bound for Smallholder Fungicide Timing
提出概念探针时间稳定性审计与可解释性衰减界，判断何时需重新审计。
Conformal-Risk Evaluation for Artificial Intelligence Agriculture Spray-Nozzle Fault Detection Under Label-Delay Feedback: A Computer Coverage Audit
将标签延迟反馈建模为共形分数分布偏移，推导覆盖率界并审计喷雾喷嘴故障检测器。
Certified Temporal Fusion of Artificial Intelligence Climate Analytics for Crop Failure Early Warning Under Sparse Agricultural Sensors: Error Bounds and Famine Relief Targeting
提出带误差界的时间融合框架，在稀疏传感器下用气候分析预警作物歉收。
Calibration-Shift Inference for Computer Vision Agriculture Yield Models Under Retrofit Sensor Replacement: An Artificial Intelligence Post-Deployment Recalibration Guarantee
提出改造传感器替换后视觉产量模型校准漂移的检测与置信区间保证方法。
Contrastive Self-Supervised Pretraining for Artificial Intelligence Agriculture Weed Detection Under Label Scarcity: A Computer Transfer-Robustness Evaluation
提出对比自监督预训练在杂草检测跨域迁移中何时有效的理论框架与评估协议。
Distributionally-Robust Evaluation of Computer Vision Agriculture Disease Classifiers Under Climate-Driven Pathogen Range Shifts: An Artificial Intelligence Worst-Case Generalization Bound
提出气候校准的分布鲁棒评估准则，替代i.i.d.假设评价作物病害视觉分类器。
Active-Labeling Evaluation for Computer Agriculture Nematode-Cyst Detection Under Sparse Soil-Sample Ground Truth: An Artificial Intelligence Annotation-Efficiency Bound
推导稀疏土壤样本真值下主动学习标注效率的理论上界。