Machine Learning-Based Prediction of Fall Armyworm (Spodoptera frugiperda) Outbreaks in Maize Production Systems of Northern Nigeria Using Climate and Remote Sensing Data
用气候与遥感数据构建机器学习模型预测尼日利亚北部玉米草地贪夜蛾暴发。
阅读 3
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
685 篇内容
切换同领域方向
Sustainable soil governance pathways toward zero food gap
综述土壤科学、地球观测、AI与决策支持，提出可持续土壤治理实现零食物缺口的整合框架。
阅读 1
The use of artificial intelligence in agriculture: Global practice
综述2022-2026年AI在农业的应用趋势、成效与各国推广障碍。
阅读 2
AI-Powered Crop Protection: Transforming Pest Surveillance and Decision-Making Through Digital Agriculture
综述AI与数字农业在害虫监测、预测及决策支持中的应用与挑战。
阅读 2
An ensemble deep learning approach for soil pH classification leveraging GLCM-based texture features and neural networks
提出融合GLCM纹理特征与CNN的集成深度学习框架，实现土壤pH等级图像分类。
阅读 0
An Adaptive AI-DSS Framework for Real-Time Image Analysis and Decision-Making in Precision Agriculture
提出自适应AI决策支持系统，用轻量网络与特征优化实现精准农业实时图像分析与决策。
阅读 2
Trustworthy AutoML indicators for climate-smart agriculture: A sustainability-governance framework for decision support
提出面向气候智慧型农业的可信AutoML指标体系与可持续治理框架，用于决策支持。
阅读 3
Smart crop recommendation: fusing nutrient and climate data with Krill Herd Optimization and explainable AI
提出融合养分与气候数据、KHO优化和可解释AI的作物推荐框架，Tab Transformer精度达0
阅读 2
Decision support in recirculating aquaculture systems (RAS): A case study of a human–AI interface in prawn hatchery operation
用大语言模型辅助人类专家，解决罗氏沼虾RAS育苗中幼体高死亡率问题。
阅读 4
Two Decades of Computer Vision in Precision Livestock Farming: an Umbrella Review of Applications, Benchmarking Evidence, and the Performance-to-Deployment Gap Across Cattle, Pig, and Poultry Systems
伞式综述112篇综述，梳理牛猪禽精准养殖计算机视觉应用与部署差距。
精选87 分
阅读 3
Mitigating artificial intelligence-related animal welfare risks in animal farming
探讨如何缓解动物养殖中人工智能应用带来的动物福利风险。
阅读 4
KRISHI.AI: an explainable machine learning framework for data-driven crop recommendation
提出可解释AI框架KRISHI.AI，基于土壤和气候数据推荐作物，并解释推荐原因。
阅读 2
Evaluating the thermal impacts of urban corridor redevelopment and greening interventions in Addis Ababa using multi-temporal satellite data and machine learning
评估亚的斯亚贝巴走廊改造与绿化对地表温度的影响，发现建成区扩张导致升温5.06°C，绿化无法抵消。
阅读 2
Identifying the influencing factors of lake surface greenhouse gas concentrations using sentinel-2 remote sensing and machine learning: A case study of bird Island, Qinghai Lake
利用Sentinel-2遥感与机器学习识别青海湖鸟岛湖面温室气体浓度的影响因素。
阅读 0
An Interpretable BO-TCBDA Deep Learning Framework for Winter Wheat Yield Estimation Using Multi-Source Remote Sensing Data
提出BO-TCBDA深度学习框架，融合多源遥感数据估算冬小麦产量，兼具高精度与可解释性。
阅读 4
Hydrochemistry and modeling nitrate concentration in farmland groundwater under different hydrological seasons by integrating hybrid quantum-classical ML, virtual sample generation and AlphaEarth Foundation
提出集成混合量子-经典机器学习、虚拟样本生成和遥感基础模型的框架，预测雄安农田地下水硝酸盐浓度。
阅读 1
Green Artificial Intelligence Framework for EnergyEfficient Smart Agriculture in Tropical Environments
提出绿色AI框架，提升热带智慧农业能效与资源利用。
阅读 1
Advances in artificial intelligence and geomatics technology for the transformation of global agri-food systems: A review
综述AI与地理空间技术在全球农业食品系统转型中的应用，分析2004-2025年文献，识别可持续农业实
阅读 1
Real-time hass avocado ripeness detection using close-range UAV imagery and YOLO-based deep learning
用无人机近景图像和YOLO深度学习实时检测哈斯鳄梨成熟度，实现精准农业应用。
阅读 3
Knowledge-guided deep learning improves estimation of rice aboveground biomass
提出知识引导的深度学习模型，提高水稻地上生物量估算精度。
阅读 3