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。
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AI 农业
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。
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。
Backdoor-Trigger Evaluation for Computer Agriculture Disease-Detection Models Under Third-Party Pretrained Checkpoints: An Artificial Intelligence Poisoning-Rate Audit
将后门触发器视为预训练检查点供应链属性，量化微调后后门存活的投毒率。
Unlocking digital agriculture through new quality productive forces: nonlinear thresholds and spatial spillovers in China
基于中国284个地级市面板数据，检验新质生产力对农业数字化的促进、空间溢出与门槛效应。
Assessing Land Use and Land Cover Change in the Jamanxim River Region (Brazilian Amazon) from 2015 to 2025 Using CBERS-4/PAN Imagery
用CBERS-4/PAN影像分析亚马逊Jamanxim河流域2015-2025年土地利用变化。
Land cover change and soil salinization in Mozambique: A counterfactual analysis over two decades (2001−2022)
量化莫桑比克2001-2022年土地覆盖变化对土壤盐渍化的贡献。
Wetland vegetation dynamics and its linkage with climatic, hydrological, and land-use/ land cover changes in the Foket floodplain of the Fetam River Watershed, Northwestern Ethiopia
分析埃塞俄比亚Foket洪泛湿地植被动态及其气候、水文与土地利用驱动因素。
Improving alfalfa nitrogen estimation with canopy structural priors from DSSAT–PROSAIL and UAV hyperspectral data
构建MALENet融合DSSAT-PROSAIL结构先验与无人机高光谱，提升苜蓿氮浓度估算精度。
Potential erosion risk assessment of Kanak stream basin (Sivas, Sarkisla) with the ICONA model
用ICONA模型评估土耳其Kanak流域潜在侵蚀风险并列出防治措施。
Temporal Multi-Scale Spatio-Temporal Network (TMST): Polarization–Temporal Feature Selection and Multi-Scale Spatiotemporal Fusion for Crop Mapping
提出TMST网络，融合SAR与多光谱时序数据实现作物制图。
A four-decadal (1981–2024) quality-assured ground-based soybean phenology dataset from Northeast China: a FAIR-compliant resource for climate impact and agricultural adaptation studies
发布东北大豆1981–2024年44年地面物候数据集，含8个物候期与6个间隔期。
Capturing Spatial Heterogeneity Using UAV-Derived Multispectral Phenotypes and Random Regression Models Improves Genetic Evaluation in Alfalfa Breeding Trials
用无人机多光谱时序表型和随机回归模型校正田间空间异质性，提升苜蓿育种遗传评估精度。
Zenodo (CERN European Organization for Nuclear Research)·10月21日 · 周三71 分 论文设施园艺与植物工厂农业遥感与作物表型2 个信源同时报道 阅读 0
Accelerated Precision Cultivation of Coffea arabica in a Vertical Hybrid Greenhouse Unit Integrated with Non-Thermal Dielectric Barrier Discharge Plasma Seed Priming
提出并优化等离子体种子预处理+四阶段垂直混合温室单元，加速咖啡室内栽培。
Zenodo (CERN European Organization for Nuclear Research)·10月21日 · 周三56 分 论文数字农业与前沿技术智慧农业 / 农业物联网阅读 0
AI-Powered Early Detection of Crop Diseases and Pest Infestations: A New Paradigm for Plantation Risk Management
综述AI（CNN、ViT、无人机遥感、物联网）用于作物病虫害早期检测并融入种植园风险管理。
International Journal for Research in Applied Science and Engineering Technology·10月21日 · 周三65 分 论文农业AI与大模型智慧农业 / 农业物联网阅读 0
Smart AI-Based Agriculture Decision Support System (AgriSens)
构建AgriSens全栈智慧农业决策支持平台，集成作物推荐、病害诊断、施肥优化与灌溉模拟。
Estimation of Soil Water Content in Winter Wheat Field at Jointing Stage Using Multi-Source Features and Machine Learning
融合WCM物理特征与多源遥感，用机器学习估算冬小麦拔节期土壤含水量。
Improving farm productivity and profitability through AI diffusion: evidence from Punjab, Pakistan
基于巴基斯坦旁遮普省101份农户调查，分析AI技术扩散与农场生产力、盈利能力的关系。
AI Powered IoT-Based System for Weed and Pest Control in Agriculture Using Deep Learning
提出AI+IoT系统，用深度学习和激光机器人实现杂草与害虫识别及自动清除。
Zenodo (CERN European Organization for Nuclear Research)·10月21日 · 周三0 分 论文物联网传感与边缘计算智慧农业 / 农业物联网2 个信源同时报道 阅读 0
IoT Security Challenges and Solutions: Threats, Standards and Layered Protection
综述物联网安全挑战，结合学术与NIST、OWASP标准提出分层防护模型。