基于大数据分析的露天煤矿违法用地实时监测技术研究

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关键词：露天煤矿；违法用地；大数据；实时监测；遥感；无人机；深度学习；地理信息系统（GIS）中图分类号：TD325.4 文献标识码：A 文章编号：1008-9500(2025)06-0070-03DOI: 10.3969/j.issn.1008-9500.2025.06.019

Research on Real-Time Monitoring Technology for Illegal Land Use in Open-Pit Coal Mines Based on Big Data Analysis

LI Ting

(Guoneng Beidian Shengli Energy Company Limited,Xilinhot O26ooo,China)

Abstract:This paper proposesareal-time monitoring technology forillegal landuse inopen-pitcoal minesbasedonbig dataanalysis,which integratesremotesensing,drones,deeplearning,andGeographic Information System (GIS)toachieve dynamic monitoringandintellgentanalysisoflanduseinminingareas.Thistechnologyobtains miningarea information through high-resolutionremotesensing imagesanddrones,automaticallyidentifies illgallandusebehaviorbyusing deep learningalgorithms,andusesGISforvisualmanagement.Ithastheadvantagesofhigheficiency,real-timeperforance, andlowcost,educingtheostofecologicalrestorationandshorteningthereclamationtime.Inthefuture,itisnecessaryto focus on multi-sourcedata fusionand intelligent decisionsupport,thusasisting inthegreendevelopmentof miningand ecological protection.

Keywords:open-pitcoal mine;illegal landuse;big data;real-time monitoring;remote sensing;drones;deep learning; Geographic Information System (GIS)

测的不足，还为生态环境保护和土地资源可持续利用提供有力支持，推动土地资源合理开发与生态修复。（剩余4047字）