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(cè)技術(shù)研究

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關(guān)鍵詞：露天煤礦；違法用地；大數(shù)據(jù)；實(shí)時(shí)監(jiān)測(cè)；遙感；無(wú)人機(jī)；深度學(xué)習(xí)；地理信息系統(tǒng)（GIS）中圖分類(lèi)號(hào)：TD325.4 文獻(xiàn)標(biāo)識(shí)碼：A 文章編號(hào)：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(cè)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(dòng)土地資源合理開(kāi)發(fā)與生態(tài)修復(fù)。（剩余4047字）