遥感数据挖掘技术在智能地理信息系统中的应用  

Application of Remote Sensing Data Mining Technology in Intelligent Geographic Information System

作　　者：孙傲 修明军 梁瑶 SUN Ao;XIU Mingjun;LIANG Yao(Jinan Academy of Surveying and Mapping,Jinan,Shandong 250101,China;Shandong Ding'an Testing Technology Co.,Ltd.,Jinan,Shandong 250032,China)

机构地区：[1]济南市勘察测绘研究院,山东济南250101 [2]山东鼎安检测技术有限公司,山东济南250032

出　　处：《自动化应用》2025年第4期89-91,共3页Automation Application

摘　　要：旨在探索遥感数据挖掘技术在智能地理信息系统(GIS)中的应用。通过集成先进的特征提取与分类算法,构建了一个高效的智能GIS平台。结果表明,所设计的系统在分类精度、结果可靠性及处理速度等方面较传统GIS有显著提升。该系统可有效支持资源监测、灾害评估等应用场景,为空间决策提供了智能化支持,展示了集成化智能GIS的广阔前景。This study aims to explore the application of remote sensing data mining technology in intelligent Geographic Information Systems(GIS).By integrating advanced feature extraction and classification algorithms,an efficient intelligent GIS platform has been constructed.The results show that the designed system has significantly improved classification accuracy,result reliability,and processing speed compared to traditional GIS.This system can effectively support application scenarios such as resource monitoring and disaster assessment,providing intelligent support for spatial decision-making and demonstrating the broad prospects of integrated intelligent GIS.

关 键 词：遥感数据挖掘 智能地理信息系统 分类算法 空间决策 

分 类 号：TP751[自动化与计算机技术—检测技术与自动化装置]