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。
全部动态 · 论文
10月23日 · 周五
11 条PENINGKATAN KAPASITAS PENGELOLA KEBUN SMART EXFARM MELALUI PELATIHAN DAN PENDAMPINGAN BUDIDAYA SAYURAN
通过培训与陪伴提升Smart Exfarm菜园管理者的蔬菜种植与经营管理能力。
International Journal of Economy Energy and Environment·10月21日 · 周三60 分 论文社会化服务与规模经营智慧农业 / 农业物联网阅读 0
Enhancing Agricultural Resilience Through Climate-Smart Practices: A Case Study of Smallholder Farmers in Horro Guduru Wallaga Zone, Hababo Guduru Woreda
研究埃塞俄比亚小农户采用气候智慧型农业实践如何提升农业韧性。
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。
Introducing UK-grown dried beans into households in England: a practice-based analysis of a sustainable food intervention
通过家庭干预研究英国家庭如何学习并接纳本土种植的干豆。
The impact of digital transformation on agricultural green total factor productivity: moderating and threshold effects of farmland scale operation
基于中国省级面板数据，检验农业数字化转型对农业绿色全要素生产率的影响及土地规模经营的调节与门槛效应。
Regulation penetrating the countryside and the persistence of habitus: governance tensions and smallholder practices in the modernisation of the Enshi tea industry
研究恩施茶产业现代化中政府标准化治理与小农实践之间的结构性张力。
New path for agricultural carbon governance: the emission reduction effect and mechanism of green finance
用省级面板数据检验绿色金融对农业碳排放的减排效应与机制。
Effects of functionally diverse seed mixtures on dry matter yield and forage quality of a central European grassland
在模拟草地管理中测试四种富含豆科与杂草的种子混合对产量和牧草品质的影响。
From cost paradox to co-evolution: a study on governance mechanisms for food delivery waste in Chinese universities
构建平台、商家、学生三方演化博弈模型，研究高校外卖食物浪费治理机制。
Dynamic lighting strategies for crop growth and electricity use in lettuce plant factories: an integrated growth–energy balance modelling study
Dynamic lighting strategies for crop growth and electricity use in lettuce plant factories: an integrated growth–energy balance modelling study。Biosystems Engineering
10月22日 · 周四
9 条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。
Differential-Privacy Evaluation for Computer Agriculture Cooperative Yield Aggregation Under Smallholder Re-Identification Risk: An Artificial Intelligence Membership-Inference Audit
用成员推断审计评估小农户合作社产量聚合的差分隐私预算与可检测效应。
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。