Robust and transparent crop-row detection from RGB field imagery for vision-based agricultural guidance systems
Robust and transparent crop-row detection from RGB field imagery for vision-based agricultural guidance systems。Precision Agriculture
智慧农业总论
智慧农业总体路径、模式与数字化转型
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PLANT-GPK v2.7: Spatial Heterogeneity and Predictive Digital Twin for Plant Phenotyping
将植物图像分3x3网格反演ODE参数，构建空间生理热图与预测数字孪生。
Entomopathogenic nematode recent applications in precision agriculture: Methods, challenges, and future perspectives
Entomopathogenic nematode recent applications in precision agriculture: Methods, challenges, and future perspectives。Journal of Invertebrate Pathology
Barley head detection using UAV imagery and YOLOv10
Barley head detection using UAV imagery and YOLOv10。Precision Agriculture
Platform for Smart Agriculture -Research and Technological Innovation PlaSmA Research Group (PRG) Platform for Smart Agriculture -Research and Technological Innovation
Platform for Smart Agriculture -Research and Technological Innovation PlaSmA Research Group (PRG) Platform for Smart Agriculture -Research and Technological Innovation。OpenAlex
[预印本]植物病害数据集的数据中心综述:分类、关键分析、环境变异性与精准农业启示(A Data-Centric Review of Plant Disease Datasets: Taxonomy, Critical Analysis, Environmental Variability, and Implications for Precision Agriculture)
综述植物病害数据集分类与不平衡问题，提出融合环境参数的方向。
智慧农业的区域经济效益感知:AI采纳的动态能力与领导力视角(Perceived Regional Economic Benefits of Smart Agriculture: A Dynamic Capability and Leadership Perspective on AI Adoption)
基于452份中国涉农组织调查，检验AI采纳与变革型领导力如何通过智慧农业提升区域经济效益。
Digital Technology for Climate Smart Agriculture: A Comprehensive Review
Digital Technology for Climate Smart Agriculture: A Comprehensive Review。OpenAlex
A Graph Attention–Mamba Framework Utilizing Chinese Pangolin Optimization for Cross-Domain Plant Disease Recognition and Severity Estimation
提出图注意力-Mamba框架并用中华穿山甲算法优化，实现跨域植物病害识别与严重度估计。
A data-centric multi-modal ai framework for weed detection and classification in smart agriculture
A data-centric multi-modal ai framework for weed detection and classification in smart agriculture。Discover Applied Sciences
A Situational Awareness-Driven Human-Machine Interface Framework for Enhancing Operators’ Performance in Agricultural Robotic Teleoperation
提出基于态势感知理论的农机遥操作人机界面框架，提升非专业操作者表现。
Zenodo (CERN European Organization for Nuclear Research)·9月26日 · 周六66 分 论文智慧农业总论智慧农业 / 农业物联网2 个信源同时报道 阅读 3
EXPLAINABLE EDGE AI FOR EARLY DETECTION OF PLANT DISEASES IN SMART AGRICULTURE USING LIGHTWEIGHT MOBILENETV2 WITH GRADIENT SALIENCY
提出轻量MobileNetV2结合梯度显著性实现边缘端植物病害早期可解释检测。
Efficient and explainable attention-based multitask learning for fruit type, ripeness, and disease classification
提出轻量多任务模型，同时分类水果种类、成熟度和病害，并具可解释性。
A hybrid PCA and 1D-CNN approach with regional priors for accurate agricultural monitoring: a case study with EuroCropsML
A hybrid PCA and 1D-CNN approach with regional priors for accurate agricultural monitoring: a case study with EuroCropsML。Precision Agriculture
AI-generated advice as a reinforcement layer in climate-smart agriculture
随机试验检验AI生成建议能否缩小农户覆盖作物种植的意图-行动差距。
A Study of Explainable AI In Smart Agriculture
探讨可解释人工智能在智慧农业中的应用与挑战。
A comprehensive survey on machine vision applications in precision agriculture: current trends and future perspectives
综述机器视觉在精准农业中的应用现状与未来趋势。
Agentic, Autonomous and Explainable AI in Smart Agriculture: A Systematic Literature Review（MDPI Agronomy 2026, 16(17), 1690）
系统综述2016-2026年智慧农业中代理式、自主与可解释AI研究，揭示可解释性主导、自主性不足及验
Journal of Biological Regulators and Homeostatic Agents/Journal of Biological Regulators & Homeostatic Agents·9月4日 · 周五72 分 论文智慧农业总论农业遥感与作物表型阅读 2
A hawk-inspired metaheuristic for trajectory optimization of UAVs in precision agriculture
提出鹰启发式元启发算法HITO，优化无人机在精准农业中的全覆盖轨迹，降低路径长度和能耗。
MRC-Net: a reliable plant disease classification framework with multi-frequency state-space enhancement and conformal prediction
提出可靠植物病害分类框架，结合多频状态空间增强与保形预测，提升复杂场景识别精度与可靠性。