铁道标准设计2025，Vol.69Issue(3)：30-39,10.DOI:10.13238/j.issn.1004-2954.202407240001
陆路交通工程智能遥感地质调查技术体系研究
Study on the Intelligent Remote Sensing Geological Survey Technology System for Land Transportation Engineering
摘要
Abstract
By investigating the current application of artificial intelligence(AI)technology in remote sensing geological survey for land transportation engineering,this study aims to achieve the intelligent upgrading of remote sensing geological survey technologies and develop an intelligent remote sensing geological survey technology system for land transportation engineering.Based on the China National Knowledge Infrastructure(CNKI)database,a visual analysis was conducted using bibliometric methods,providing a comprehensive overview of the application status and development trends of remote sensing geological survey technologies from multiple perspectives,including publication volume,research hotspots,and research institutions.VOSviewer software was used to analyze high-frequency keywords and their correlations between AI technology and multi-source remote sensing geological survey technologies.A quantitative analysis through classification statistics revealed the research hotspots,correlations,and development trends.The results indicate that remote sensing geological survey technologies have gradually shifted from"image measurement"to"image and geometric measurement."The new generation of AI algorithms,along with advancements in unmanned aerial vehicle remote sensing technologies,has become the most prominent research direction in this field,promoting the intelligent development of remote sensing geological survey technologies.In the future,remote sensing geological survey technologies for land transportation engineering will inevitably focus on"space-air-ground"collaborative applications.This will involve integrated research on the application of various AI algorithms in remote sensing interpretation scenarios,tailored to the characteristics of different remote sensing image data.Therefore,this paper employs a systematic analysis method to outline the intelligent upgrading process and algorithm mapping relationships of remote sensing geological surveys for land transportation engineering.Based on five key technological aspects:data governance,interpretation knowledge base creation,intelligent interpretation models,intelligent verification,and result integration management,an intelligent remote sensing geological survey technology system for land transportation engineering is established.关键词
陆路交通工程/遥感地质调查/人工智能/文献计量/中国知网(CNKI)数据库Key words
land transportation engineering/remote sensing geological survey/artificial intelligence/bibliometrics/China National Knowledge Infrastructure(CNKI)database分类
交通运输引用本文复制引用
张凯翔,姚洪锡,柏华军,谢浩,李慈航,马俊..陆路交通工程智能遥感地质调查技术体系研究[J].铁道标准设计,2025,69(3):30-39,10.基金项目
国家重点研发计划项目(2021YFB2600400) （2021YFB2600400）
中国铁建股份有限公司科技重大专项(2022-A02) （2022-A02）
