Machine learning classification techniques for smart agriculture: a review of disease detection and crop recommendation
综述2023-2026年30篇文献，评估物联网与机器学习在作物病害检测和推荐中的应用。
数字农业与前沿技术
浏览数字农业与前沿技术相关政策、产业动态与研究。
技术筛选 · 已选 1 项
156 篇内容清除全部筛选
China’s changing diets improve human health but increase environmental pressures
分析1990-2021年中国城乡膳食转型对健康与环境的权衡，并模拟优化路径。
An Automata-Driven Cognitive Explainable Artificial Intelligence Framework for Climate-Adaptive Precision Agriculture and Environmental Sustainability
An Automata-Driven Cognitive Explainable Artificial Intelligence Framework for Climate-Adaptive Precision Agriculture and Environmental Sustainability。Cureus Journal of Computer Science.
An agronomically informed framework for temporally transferable yield prediction
提出农学知情框架，结合最优物候期与密度产量制图，实现跨季节可迁移的产量预测。
Factors influencing digital technology investments on French farms
Factors influencing digital technology investments on French farms。Precision Agriculture
Approaches to forecast soil nutrient dynamics for precision agriculture and sustainable fertiliser management: A review
综述土壤养分动态预测的统计与机器学习方法，比较精度与局限。
Constructing the Comprehensive Intelligent Monitoring System based on Wireless Sensor Networks (WSNs) for Mango Crop Precision Agriculture
Constructing the Comprehensive Intelligent Monitoring System based on Wireless Sensor Networks (WSNs) for Mango Crop Precision Agriculture。Research Square
One Toolchain, Six Domains: A Multiple-Case, Document-Based Study of Rapid IoT Prototypes Built in a One-Week Immersive Course on a Master’s Program in Applied Artificial Intelligence
基于六组一周IoT课程原型文档，分析其架构、AI集成与安全模式。
Zenodo (CERN European Organization for Nuclear Research)·9月22日 · 周二71 分 论文农业AI与大模型农业人工智能与决策模型2 个信源同时报道 阅读 2
Design and Implementation of an Ensemble Learning Based Decision Support Model for Crop Selection in Precision Agriculture
提出SCR-XGB五层框架，用梯度提升树集成从土壤和气候参数推荐作物。
Zenodo (CERN European Organization for Nuclear Research)·9月22日 · 周二78 分 论文农业AI与大模型智慧农业 / 农业物联网2 个信源同时报道 阅读 2
A Systematic Study of Supervised and Ensemble Learning Approaches for Crop Selection in Smart Agriculture
系统综述2016-2026年24项作物推荐研究，比较四类机器学习方法并指出基准精度已趋饱和。
International Journal of Innovative Research in Engineering·9月21日 · 周一59 分 论文农业AI与大模型智慧农业 / 农业物联网阅读 3
Artificial Intelligence in Plant Disease Detection: An Introduction to Intelligent and Automated Crop Health Monitoring
综述AI在植物病害检测中的应用，涵盖图像采集到模型评估全流程及未来趋势。
International Journal of Science Engineering and Technology·9月21日 · 周一70 分 论文农业AI与大模型智慧农业 / 农业物联网2 个信源同时报道 阅读 3
Influence of Sound Frequencies on Plant Growth and Physiological Development
构建声频刺激植物生长实验框架，分析不同频率对生理指标的影响并推荐最优频率。
Spatial variability of soil fertility indicators using GIS for sustainable land management in Banaskantha district western India
用GIS与多元统计评估印度半干旱区Banaskantha土壤肥力指标的空间变异。
Detecting diurnal dynamics of cotton leaf inclination angle under water-salt stress
提出CAPLA无人机点云融合方法，监测水盐胁迫下棉花叶倾角昼夜动态。
A comprehensive review of deep learning methods for weed classification in precision agriculture
综述2018-2025年深度学习杂草分类方法，分析技术瓶颈并给出改进建议。
Advances in Bioacoustics Sensing and Signal Processing Technologies
综述生物声学传感与信号处理进展，涵盖医疗、生态与农业应用。
AI-enabled UAV-based Soil Organic Carbon Mapping in Arid Environments: A Pilot Study Protocol
提出一套无人机高光谱结合AI的干旱区土壤有机碳制图标准化试点方案。
Deep learning-driven multisource remote sensing image fusion: Advances, challenges, and future directions
综述深度学习多源遥感图像融合方法、挑战与未来方向。
A Hybrid CNN–Transformer–LSTM Deep Learning Framework for Automated Cotton Disease Detection
提出CNN-Transformer-LSTM混合框架，实现棉花叶片病害自动识别。
Field-scale prediction and spatial mapping of tractor tractive efficiency in tillage operations using machine learning
Field-scale prediction and spatial mapping of tractor tractive efficiency in tillage operations using machine learning。Precision Agriculture