基于大數(shù)據(jù)分析的露天煤礦違法用地實(shí)時(shí)監(jiān)測技術(shù)研究
打開文本圖片集
關(guān)鍵詞：露天煤礦；違法用地；大數(shù)據(jù)；實(shí)時(shí)監(jiān)測；遙感；無人機(jī)；深度學(xué)習(xí)；地理信息系統(tǒng)（GIS）中圖分類號：TD325.4 文獻(xiàn)標(biāo)識碼：A 文章編號：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)
測的不足，還為生態(tài)環(huán)境保護(hù)和土地資源可持續(xù)利用提供有力支持，推動土地資源合理開發(fā)與生態(tài)修復(fù)。（剩余4047字）