为深入探讨人工智能赋能农业科技创新的前沿趋势、关键技术与产业实践，加强国际学术交流与合作，中国农业大学将于2026年7月在北京举办第九届智慧农业创新发展国际研讨会（ICSAID 2026）。本次大会并行设置四个分会，其中第二分会日程如下：
一、会议主题：农业信息智能感知
二、会议时间：2026年7月11日（周六）
三、会议地点：中国农业大学新图书馆培训室1
四、日程安排：
Session 2: Intelligent Sensing of Agricultural Information 第二分会：农业信息智能感知 | |
July 11, 2026 (Saturday) Room 1, New Library, CAU 2026年7月11日 中国农业大学新图书馆培训室1 | |
Moderator: Junhui Li, Professor, China Agricultural University 主持人：李军会，中国农业大学教授 | |
09:00-09:15 | Field-Scale Intelligent Crop Monitoring Using Space-Air-Ground Remote Sensing Wenjuan Li Professor, Chinese Academy of Agricultural Sciences (CAAS) , China
田块尺度作物空天地遥感智能监测 李文娟 中国农业科学院研究员 |
09:15-09:30 | Research and Development of Plant Photosynthesis Measurement Technology and Its Application in Smart Agriculture Qingfeng Song Associate Professor, Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences (CAS), China
植物光合测算技术研发与智慧农业应用 宋青峰 中国科学院分子植物科学卓越创新中心副研究员 |
09:30-09:45 | Research on Intelligent Remote Sensing Monitoring of Rice Pests and Diseases Yao Zhang Associate Professor, China Agricultural University, China
水稻病虫害遥感智能监测研究 张瑶 中国农业大学副教授 |
09:45-10:00 | Exploration on System Integration of Distributed Flexible Crop-Soil Sensors Dong Zhou Associate Professor, Nanjing Agricultural University, China 分布式柔性作物-土壤传感器系统集成探索
周栋 南京农业大学副教授 |
10:00-10:15 | External Quality Inspection of Post-harvest Fruits using Computational Intelligence Methods Luis Enrique Chuquimarca Jiménez Tenured Lecturer and Researcher, Universidad Estatal Península de Santa Elena (UPSE), Ecuador
基于计算智能方法的采后水果外观品质检测 Luis Enrique Chuquimarca Jiménez 厄瓜多尔圣埃莱娜半岛国立大学（UPSE）研究员 |
10:15-10:30 | Photograph and Tea Break 合影、茶歇 |
Moderator: Dong Zhou, Associate professor, Nanjing Agricultural University 周栋，南京农业大学副教授 | |
10:30-10:45 | Research and Application of Crop Phenotyping Detection Empowered by Multimodal Knowledge Xiuchao Guo Associate professor, Shandong Agricultural University, China 多模态知识赋能作物表型检测研究与应用 郭旭超 山东农业大学副教授 |
10:45-11:00 | Land Surface Temperature Retrieval Considering Angular Effects and Its Application in Farmland Remote Sensing Monitoring Xin Ye Associate professor, China Agricultural University, China 考虑角度效应的农田地表温度反演及遥感监测应用 叶昕 中国农业大学副教授 |
11:00-11:15 | In-Situ Moisture Monitoring and Dynamic Distribution Tomography of Field Maize Ears Lifeng Fan Associate professor, China Agricultural University, China 田间在体玉米穗水分监测与分布动态成像 范利锋 中国农业大学副教授 |
11:15-11:30 | Research on Multi-scale Precision Detection and Prediction Technology for Rice Blast in Field Shuai Feng Assistant professor, Shenyang Agricultural University 面向田间稻瘟病的多尺度精准检测与预测技术研究 冯帅 沈阳农业大学讲师 |
11:30-11:45 | Intelligent Classification and Detection of Rural Road Scenarios Empowered by Beidou High-Precision Positioning Wei Song Postdoctoral Researcher, China Agricultural University 北斗高精度定位赋能农村道路场景智能分类检测 宋伟 中国农业大学博士后 |
11:45-12:00 | Hyperspectral-Based Intelligent Estimation of Chili Pepper Leaf Area Index Haiyang Zhang Postdoctoral Researcher, China Agricultural University 辣椒叶面积指数高光谱智能反演 张海洋 中国农业大学 博士后 |
12:00-13:30 | Lunch, 23rd Floor, International Conference Center (Jinma Hotel), China Agricultural University 午餐，中国农业大学国际会议中心（金码大厦）23层 |
Moderator: Miao Zhang, Associate professor, China Agricultural University 主持人：张淼，中国农业大学副教授 | |
14:00-14:15 | Animal On-Body Sensor Key Technologies and Applications for Disease Diagnosis & Early Warning Guo Zhao Associate professor, Nanjing Agricultural University, China 动物本体式传感器关键技术及其在疾病诊断预警中的应用 赵国 南京农业大学 副教授 |
14:15-14:30 | Toward Automated Potato Irrigation Management: Potato Crop Water Stress Detection Using a Portable Device Yuxin Wang Doctoral Candidate, China Agricultural University, China 面向马铃薯灌溉自动化管理：基于便携式设备的马铃薯作物水分胁迫检测 王雨欣 中国农业大学博士研究生 |
14:30-14:45 | Research on Multi-source Perception and Intelligent Identification Method for Key Connection States of Reliable Operation of Grain Combine Harvesters Meng Fang Doctoral Candidate, Jiangsu University, China 谷物联合收获机可靠作业的关键连接状态多源感知与智能识别方法研究 方梦 江苏大学博士研究生 |
14:45-15:00 | UN-PMF: A Dual-Branch Physics-Guided Fusion Network for Continuous Crop Monitoring under Prolonged Optical Data Gaps Fanghui Tong Doctoral Candidate, China Agricultural University, China UN-PMF:一种物理引导的双分支融合网络，用于在光学数据长期缺失的情况下进行连续作物监测 仝方慧 中国农业大学博士研究生 |
15:00-15:15 | Development of In-situ Sensing System for Crop Leaf Moisture Based on Modulation and Demodulation of Active Light Source Fan Wu Doctoral Candidate, China Agricultural University, China 基于主动光源调制解调的作物叶片水分原位传感系统研制 吴凡 中国农业大学博士研究生 |
15:15-15:30 | Research on a Nonlinear Safe-Distance Control Method for Heterogeneous Agricultural Machinery Platoons on Farm Roads Xingyu Gao Doctoral Candidate, China Agricultural University, China 机耕道异质农机队列非线性安全距离控制方法研究 高星宇 中国农业大学博士研究生 |
15:30-15:45 | When Hyperspectral Remote Sensing Encounters Label Scarcity: An Optimization-Based Meta-Learning Approach for Few-Shot Crop Classification Jian Zhu Doctoral Candidate China Agricultural University, China 当高光谱遥感遭遇“标签稀缺”——基于优化的元学习农作物 小样本分类方法 朱健 中国农业大学博士研究生 |
15:45-16:00 | Tea Break and Open Discussion 茶歇、自由交流 |
Moderator: Ruicheng Qiu, Associate Professor, China Agricultural University 主持人：仇瑞承，中国农业大学副教授 | |
16:00-16:15 | Construction and Statistical Analysis of a Benchmark Dataset for Cropland Parcel Boundary Perception in China Based on High-Resolution Imagery Jiahao Zhang Master Student, China Agricultural University, China 基于高分影像的中国农田地块边界感知基准数据集构建与统计分析 张佳豪 中国农业大学硕士研究生 |
16:15-16:30 | Development of a Portable Multi-band Active Spectral Crop Nutrient Detector Jianlei Liu Master Student, China Agricultural University, China
便携式多波段主动光谱作物养分检测仪开发 刘健蕾 中国农业大学硕士研究生 |
16:30-16:45 | Molecular Point-of-Care Test for Early Stage Diagnosis of Plant Disease Mingyu Yan Master Student, China Agricultural University, China
基于分子诊断的作物健康智能感知方法 闫明宇 中国农业大学硕士研究生 |
16:45-17:00 | FovealNet Inspired by Human Eyes: A Bionic Foveal Network for Long-Tailed Plant Disease Recognition Zhouxing Xie Master Student, Beijing Institute of Petrochemical Technology, China
受人眼启发的FovealNet：用于长尾植物病害识别与严重程度评估 谢周星 北京石油化工学院硕士研究生 |
17:00-17:15 | Study on Interference Analysis and Correction Method for Soil Nutrient Spectral Prediction Xiyuan Chen Master Student, Shandong University of Technology, China 土壤养分光谱预测的干扰解析与校正方法研究 陈熙远 山东理工大学硕士研究生 |
17:15-17:30 | 3D Morphological Phenotype Extraction Method for Grape Based on Point Cloud Reconstruction Zhenyi Deng/Yue Li Undergraduate Student, China Agricultural University, China/Associate Professor, China Agricultural University, China 基于点云重建的葡萄三维形态表型提取方法机遇 邓珍奕/李玥 中国农业大学本科生/中国农业大学副教授 |
17:30-19:30 | Dinner, 23rd Floor, International Conference Center (Jinma Hotel), China Agricultural University 晚餐，中国农业大学国际会议中心（金码大厦）23层 |
我们诚挚期待国内外智慧农业领域的专家学者、科研人员及产业界同仁齐聚北京，共话人工智能赋能农业创新的前沿趋势与未来发展！
