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融合Deep-ResUnet和PS-InSAR的城市道路网形变灾害监测方法——以合肥市为例
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作者 邹鑫 王磊 +4 位作者 李靖宇 滕超群 黄金中 李忠 李世保 《测绘通报》 CSCD 北大核心 2023年第8期67-71,共5页
针对城市道路网变形监测存在的高分辨率影像获取难、道路人工提取效率低、传统变形监测工作量大等难题,本文提出了一种基于融合Deep-ResUnet和PS-InSAR的城市道路网形变监测方法。主要思路为:首先对目标区的哨兵-1A(Sentinel-1A)影像数... 针对城市道路网变形监测存在的高分辨率影像获取难、道路人工提取效率低、传统变形监测工作量大等难题,本文提出了一种基于融合Deep-ResUnet和PS-InSAR的城市道路网形变监测方法。主要思路为:首先对目标区的哨兵-1A(Sentinel-1A)影像数据进行伪彩色变换建立道路数据集;然后训练深度残差网络(Deep-ResUnet)模型并对道路网栅格进行提取;最后利用永久散射体干涉测量(PS-InSAR)技术获取PS点形变信息与道路网栅格融合。研究结果表明,Sentinel-1A影像经过伪彩色处理后,能提高城市道路网提取的完整性,交并比提高6%~9%,道路提取精度平均提高10%左右,得到的城市道路网形变信息专题图能为城市道路变形监测和健康状况评估提供科学依据。 展开更多
关键词 永久散射体雷达干涉 语义分割 道路提取 道路形变 哨兵-1A
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Roadway layout for recycling residual coal pillar in room-and-pillar mining of thick coal seam 被引量:2
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作者 Jin Gan Wang Lianguo +2 位作者 Zhang Jihua Hu Minjun Duan Ning 《International Journal of Mining Science and Technology》 SCIE EI CSCD 2015年第5期729-734,共6页
In the context of a room-and-pillar mining gob in Shanxi province in China,this paper numerically investigates the stress distribution and deformation rules of roadway surrounding rocks at various locations of residua... In the context of a room-and-pillar mining gob in Shanxi province in China,this paper numerically investigates the stress distribution and deformation rules of roadway surrounding rocks at various locations of residual coal pillars in room-and-pillar mining gobs using software FLAC3 D.It is found that the concentrated stress beneath coal pillars distributes in a shape of ellipse.A reasonable roadway layout is then proposed.In this design,it is indicated that roadways should be designed to avoid the supporting zones of pillars with increasing compression and take into account the roof falling and crushing in the upper gob.According to the surrounding rock deformation characteristics and mining roadway locations as well as the supporting principles of timely support,rock reinforcing,piecewise management and suiting local conditions,a new asymmetric shield supporting plan is proposed.The field surveying results show that this supporting plan can effectively control the roadway rock deformation,thus guarantee the safe and smooth construction of roadways. 展开更多
关键词 Room-and-pillar mine Residual coal pillar Repeated mining Roadway layout Asymmetric support
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