Multi-grained image-text retrieval in farmland remote sensing via multimodal large language models
提出农田遥感图文跨模态检索任务，构建数据集并提出FarmMGR框架实现语言驱动检索。
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
1166 篇内容清除全部筛选
Plastic Greenhouse Extraction Based on Index-Guided Three-Stage Large-Factor Remote Sensing Image Super-Resolution Reconstruction
提出APGI引导的三阶段12倍超分框架，从Sentinel-2影像重建塑料大棚结构并提升提取精度。
Gazi Üniversitesi Fen Bilimleri Dergisi Part C Tasarım ve Teknoloji·9月10日 · 周四66 分 论文农业AI与大模型农业遥感与作物表型阅读 3
A Hybrid Transfer Learning Framework for Seasonal Classification of Satellite Images
提出混合迁移学习框架，用预训练模型提取特征并结合机器学习分类器实现卫星图像季节分类。
Estimating field-scale net ecosystem exchange by coupling high-resolution remote sensing with a crop carbon model
Estimating field-scale net ecosystem exchange by coupling high-resolution remote sensing with a crop carbon model。Agricultural and Forest Meteorology
Zenodo (CERN European Organization for Nuclear Research)·9月10日 · 周四84 分 论文设施园艺与植物工厂农业遥感与作物表型2 个信源同时报道 阅读 1
National Carbon Stock and Greenhouse Gas Baseline Assessment for Liberia: Integrating Forest, Blue Carbon, Soil Carbon, and Sectoral Emissions
整合森林、蓝碳、土壤碳与部门排放，完成利比里亚国家碳储量与温室气体基线评估。
An Optimized Temporal Attention-based Deep Learning Framwork for Accurate Crop Yield Prediction from Multi-source Agricultural Data
提出TA-ABC-Bi-LSTM模型，用多源农业数据精准预测水稻产量。
Remote sensing, fairness and institutional capacity in European agricultural governance
Remote sensing, fairness and institutional capacity in European agricultural governance。Nature Food
EfficientNet-CBAM-prototype: an attention-guided EfficientNet framework with dynamic prototype representation for tomato disease classification
提出ECP-Net，用注意力与动态原型提升番茄病害分类精度与可解释性。
Ambient RF energy harvesting using voltage doubler rectifier for battery-free agricultural sensor networks: Design, statistical analysis, and machine learning validation
设计多频段环境RF能量收集系统，为无电池农业传感器网络供电并验证。
STEM Education and AI Applications in Chemistry Teaching: From Pedagogical Ecosystems to the Self-Efficacy of Secondary School Teachers
构建化学STEM教学框架，以“化肥与智慧农业”案例融合AI与物联网，提升教师自我效能。
An adaptive deep learning framework for multi-temporal crop and drought stress monitoring in precision agriculture
提出CNN+ViT混合深度学习框架，利用多时相Sentinel-2影像监测作物分类与干旱胁迫。
From Farm to Fork: Integrating Smart Farming Data with Isotopic and Spectroscopic Analysis for Food Authentication and Traceability
综述将精准农业采前数据与光谱、同位素分析结合，构建从农场到餐桌的食品溯源与真伪鉴别框架。
Zenodo (CERN European Organization for Nuclear Research)·9月10日 · 周四76 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
AI in energy and water conservation
提出卡塔尔国家AI水智能平台NAWIP，整合多源数据实现水预测、优化与协调。
International Journal for Research in Applied Science and Engineering Technology·9月10日 · 周四75 分 论文水资源与灌溉智慧农业 / 农业物联网阅读 5
AIOT in Predictive Agriculture - IoT and AI Integration for Real-Time Soil Monitoring and Smart Irrigation in Predictive Agriculture
提出AIoT框架，用LSTM预测土壤湿度实现智能灌溉，节水并延长节点续航。
Connecting the Canopy: C-Band and Ku-Band Satellite Technologies for Sustainable Oil Palm Plantation Management in Indonesia—A Review
综述C波段与Ku波段卫星技术在印尼油棕可持续种植管理中的应用与选择。
Digital village construction, rural governance, and public safety: institutional foundations for sustainable digital agricultural service ecosystems in China
研究中国数字乡村试点与县级记录犯罪率的关系，发现试点使犯罪案件减少约7.8%。
IoT-Enhanced forecasting and early warning system for whitefly incidence in greenhouses
构建物联网增强的温室白粉虱发生预测预警系统。
A source-side trait-mediated framework for dynamic maize yield prediction using UAV multispectral imagery
提出基于无人机多光谱的源端性状中介框架，实现玉米动态产量预测。
EdgeHatch: Detection of chicken hatching stages using machine learning on an edge device
提出EdgeHatch，在边缘设备上用机器学习检测鸡蛋孵化阶段。
《绿色算力建设驱动农业数字化绿色化协同发展的机制研究》 249地级市3 237观测值渐进DID
以国家绿色数据中心试点为准自然实验，检验绿色算力建设对农业数字化绿色化协同发展的影响。