A Review of Agricultural Intelligent Architecture: The Application and Challenges of Artificial Intelligence in Agricultural Perception, Decision-Making, and Execution（MDPI Applied Sciences 2026, 16(12), 5865）
综述农业人工智能在感知、决策、执行中的应用与挑战，提出未来研究方向。
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数字农业与前沿技术 · 细分方向
农业AI与大模型
人工智能算法、大模型与决策支持系统
687 篇内容
切换同领域方向
Children and young people assessed by ambulance clinicians in a sparsely populated circumpolar region: non-conveyance and subsequent healthcare contacts in Northern Sweden
研究瑞典北部偏远地区儿童青少年经救护车评估后未转运的情况及后续医疗接触。
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Land Cover Classification using Hyperspectral Imagery: A Deep Learning Approach
利用高光谱影像和深度学习模型对印度两地区进行土地覆盖分类，比较CNN、ResNet-18和VGG-1
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An Integrated AI-Based Crop Prediction and Advisory Platform for Precision Agriculture
提出SmartCrop AI平台，集成机器学习预测、土壤评估、AI咨询和市场价格信息，辅助精准农业决
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Human-Centric, AI-Enabled Concurrent Engineering: Towards a cross-domain framework
提出人本AI并发工程框架，跨领域应用于农业等六场景。
精选79 分
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Identifying mounting behaviour in boars using deep learning-based instance segmentation and binary classification - a pilot study
提出基于Mask R-CNN和SVM的猪爬跨行为自动检测方法，实现群养公猪连续监测。
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Deep learning and computer vision framework for tomato insect classification with XAI insights
提出ResNet50-Fusion(ViT)混合深度学习模型，用于番茄害虫精准识别，准确率达97%。
精选76 分
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RAVA: a robust recurrent active vision agent for plant disease diagnosis under severe environmental noise
提出RAVA，一种循环主动视觉智能体，通过主动观察应对环境噪声，提升植物病害诊断鲁棒性。
精选79 分
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Integrating Geospatial Information and Artificial Intelligence for Irrigation Planning in Kwali Area Council, Federal Capital Territory, Nigeria
结合地理空间与AI评估尼日利亚Wako灌区适宜性，划分灌溉分区。
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From behavioural monitoring to decision support in aquaculture: an interpretable analytical framework
From behavioural monitoring to decision support in aquaculture: an interpretable analytical framework。Biosystems Engineering
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Design Of A Decision Support System For Prioritizing Village Infrastructure Development Using The SAW Method
构建基于ROC和SAW的决策支持系统，用于村庄基础设施发展优先级排序。
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Cross-Layer Energy Management in Embedded AIoT Sensor Networks: A Structured Review, Full-Cycle Energy Model, and Break-Even Analysis
综述嵌入式AIoT传感器网络的跨层能量管理，提出全周期能量模型和盈亏平衡分析。
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Artificial Intelligence and Large Language Models in Agricultural Extension: Critical Synthesis of Adoption, Efficacy, and Equity in Smallholder Advisory Systems
综述AI与LLM在农业推广中的应用，评估其采纳、效果与公平性，尤其关注小农户。
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Lightweight Near-Infrared Spectral Reconstruction from Red UAV Imagery Using Artificial Intelligence for Low-Cost Remote Sensing
用仅含609个参数的MLP从UAV红光波段重建近红外波段，低成本替代多光谱相机。
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Machine Learning-Based Assessment of Land-Use Change, Forest Recovery, and Landscape Connectivity in Islamabad
利用机器学习评估伊斯兰堡1991-2021年土地利用变化、森林恢复及景观连通性。
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PAT: An Image Analysis Tool for Automated Scoring of Pollen in Alexander-Stained Anthers
开发了花粉分析工具PAT，自动化评估花粉活力，并用于发现新的减数分裂抑制因子。
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Deep Learning-Based Crop Disease Detection Using EfficientNet-B3 for Smart Agriculture
Deep Learning-Based Crop Disease Detection Using EfficientNet-B3 for Smart Agriculture。Research Square
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Integrating Artificial Intelligence and IoT for Precision Farming: A Review of Agriculture 4.0 Technologies, Applications, and Challenges
综述AI与IoT在精准农业中的集成技术、应用与挑战，提出未来研究方向。
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Research Bulletin 2026, Vol 3, Issue 1
该公告展示了计算机应用系在AI、网络安全、医疗分析、物联网等方向的研究成果与创新。
2 个信源阅读 1
VGG21 Deep Learning + Drone Multispectral Imagery Detects Wheat Waterlogging Stress and Silicon Fertilizer Effects
用无人机多光谱和VGG21深度学习检测小麦涝害并评估硅肥效果。
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