Organizers 组织者

Abstract / 摘要

• This forum focuses on AI-driven smart agriculture and precision agriculture computing, aiming to establish a multidisciplinary platform for academic exchange and technological innovation. With the rapid development of computer vision, remote sensing big data, multimodal perception, large language models, and intelligent agricultural equipment, agricultural production is shifting from experience-based management toward data-driven perception, predictive modeling, and intelligent decision-making.
• The forum will address critical challenges related to food security, resource constraints, climate change, and pest and disease risks. It will cover cutting-edge research on crop and soil monitoring, agricultural remote sensing, knowledge-based decision support, intelligent pest and disease diagnosis, UAV and robotic applications, agricultural product quality inspection and traceability, climate and yield prediction, and agricultural supply chain optimization, promoting the integration of artificial intelligence into precision agriculture and sustainable agricultural development.

人工智能驱动的智慧农业与精准农业计算正成为农业数字化转型的重要支撑。随着计算机视觉、遥感大数据、多模态感知、大语言模型和智能装备的发展，农业生产正由经验管理转向数据感知、模型预测与智能决策。面对粮食安全、资源约束、气候变化和病虫害风险等挑战，本分论坛旨在搭建跨学科交流平台，围绕作物与土壤监测、农业遥感分析、知识问答与决策支持、病虫害识别、无人机/机器人作业、质量检测溯源、气候与产量预测及供应链优化等方向展开研讨，推动人工智能赋能精准农业与现代农业高质量发展。

Topics 主题征稿范围

The following topics are within the scope of this special session, but are not limited to: 以下为本分论坛征稿范围，但不限于：

• Computer Vision for Crop and Soil Monitoring
  作物与土壤监测的计算机视觉
• Agricultural Remote Sensing and Big Data Analytics
  农业遥感大数据分析
• Large Language Models for Agricultural Knowledge Question Answering and Decision Support
  基于大语言模型的农业知识问答与决策支持
• Intelligent Recognition and Prediction of Crop Diseases and Pests
  病虫害智能识别与预测
• Autonomous Operations of Agricultural UAVs and Robots
  农业无人机/机器人自主作业
• Agricultural Product Quality Inspection and Traceability
  农产品质量检测与溯源
• Agricultural Climate and Crop Yield Prediction Models
  农业气候与产量预测模型
• Agricultural Supply Chain Optimization
  农业供应链优化