Multi-omics and artificial intelligence for climate-resilient and nutrient-enriched food crops: advances, applications and future perspectives
综述AI赋能多组学、基因编辑与精准农业，培育气候韧性与营养强化作物。
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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17日 · 周四
12 条What drives household income among smallholder livestock farming households? Evidence from communal farming systems in South Africa
基于南非社区农户调查，用多元回归分析小农畜牧家庭收入的决定因素。
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Technology adoption, varietal preferences and disease resistance: A systems perspective on management decisions in Australian grain production
Technology adoption, varietal preferences and disease resistance: A systems perspective on management decisions in Australian grain production。Agricultural Systems
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Synergizing process-based modeling and data-driven learning for precision nitrogen optimization in winter wheat
Synergizing process-based modeling and data-driven learning for precision nitrogen optimization in winter wheat。Agricultural Systems
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Spatiotemporal mismatches in China's grain production under dual perspectives of regional comparability and global benchmarking
Spatiotemporal mismatches in China's grain production under dual perspectives of regional comparability and global benchmarking。Agricultural Systems
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A deep learning-enhanced vision system for precision target spraying in chinese cabbage cultivation
A deep learning-enhanced vision system for precision target spraying in chinese cabbage cultivation。Precision Agriculture
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Design and field validation of a full-flow weighing-type grain mass flow sensor for combine harvesters
设计并田间验证了一种用于联合收割机的全流量称重式谷物质量流量传感器。
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Mastitis detection in dairy cows with varying postures using infrared thermography based on YOLOv8n-improved and random forest models
用改进YOLOv8n与随机森林，通过红外热成像实现奶牛不同姿态下的乳腺炎自动检测。
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Dynamic ROI-constrained UAV multispectral estimation of single-plant LAI in trellis-trained kiwifruit
提出动态ROI约束框架，用无人机多光谱影像估算棚架猕猴桃单株LAI。
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Multi-agent cooperative control for unmanned distributed-drive electric agricultural vehicle in paddy fields: tracking, stability, and energy-aware torque allocation
提出多智能体协同控制框架，实现水田分布式驱动电动农机路径跟踪、稳定性与能耗统一优化。
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A low-cost RGB image and point cloud integrated scanning system for wheat phenotyping
开发低成本RGB与点云融合扫描系统，用于小麦表型测量。
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Boundary-aware dual-stream network for topology restoration and automated mapping of fragmented mulch films in UAV imagery
提出边界感知双流网络，从无人机影像中恢复破碎地膜拓扑并自动制图。
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9月16日 · 周三
8 条新质生产力赋能农村基层数字治理的困境与路径
探讨新质生产力赋能农村基层数字治理的困境与路径。
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AgroVisNet: A lightweight Convolutional Network and the BD-PlantDX Expert-Validated Benchmark for Radish, Potato and Pointed Gourd Disease Classification
提出轻量卷积网络AgroVisNet及专家验证的萝卜、马铃薯和尖瓜病害图像基准BD-PlantDX。
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无人机遥感在水稻高通量表型分析中的研究进展 系统综述
系统综述199项研究，梳理无人机遥感在水稻高通量表型分析中的应用进展与瓶颈。
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整合人工智能、物联网与遥感技术的大田作物智能灌溉管理 综述
综述AI、物联网与遥感在大田作物智能灌溉调度中的应用与成效。
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AI Framework Estimates Crop Water Stress from Satellite Data in Egypt's Nile Delta
用MODIS数据与机器学习框架估算埃及尼罗河三角洲农田水分胁迫。
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Agricultural Visual Recognition: A Novel Privacy-Preserving Framework Based on 4D Chaos and Mamba Networks
提出结合四维混沌加密与Mamba网络的隐私保护作物病害识别框架。
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YOLO-Based Deep Learning Pipeline for Detecting Nutrient Deficiency Symptoms in Roselle (Hibiscus sabdariffa L.)
用YOLO系列模型检测玫瑰茄钙钾铁磷缺乏的视觉症状。
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Effects of Noise on the Accuracy of Estimating Rootzone Total Soil Moisture Using a Non‐Linear Autoregressive Exogenous Machine Learning Model for Precision Agriculture
该论文评估了测量噪声对NARX机器学习模型估算根区土壤水分动态精度的影响。
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