丘陵山区耕地变化智能监测技术研究  

Study on Intelligent Monitoring Technology of Cultivated Land Change in Hilly and Mountainous Areas

作　　者：周嵩山 谢秋昌 ZHOU Songshan;XIE Qiuchang(Jiangxi Provincial Institute of Land and Space Survey and Planning,Nanchang 330025,China)

机构地区：[1]江西省国土空间调查规划研究院,江西南昌330025

出　　处：《测绘与空间地理信息》2025年第3期124-127,135,共5页Geomatics & Spatial Information Technology

摘　　要：耕地变化智能监测对于耕地保护和粮食安全生产具有重要意义。本文以丘陵山区耕地为研究对象,基于深度学习、知识图谱、人工智能等新技术,提出了一种通过环境搭建、底图数据预处理、样本库构建、智能解译和结果验证的切实可行的监测技术路线和方法,对关键技术进行了研究,并提出了相应处理方法,为实现耕地变化智能监测,服务耕地“进出平衡”、耕地“非粮化”管控,落实最严格的耕地保护制度奠定了良好的技术基础。The intelligent monitoring of cultivated land change is of great significance to the protection of cultivated land and the safety of food production.Based on deep learning,knowledge mapping,artificial intelligence and other new technologies,this paper takes cultivated land in hilly and mountainous areas as the research object,this paper presents a practical and feasible monitoring technology route and method through environment construction,base data pre-processing,sample database construction,intelligent interpretation and result verification,and studies the key technologies,in order to realize the intelligent monitoring of cultivated land change and serve the management and control of"In-out balance"and"Non-grain"of cultivated land,the implementation of the strictest cultivated land protection system has laid a good technical foundation.

关 键 词：丘陵山区 耕地变化 智能监测 深度学习 耕地保护 

分 类 号：P237[天文地球—摄影测量与遥感]