数字自动测量方法用于岩石质量结构的地质信息
Shuangfeng Guo1,2, Runen Qi3, Peng Zhang4
1College of Transportation Engineering, Nanjing Tech University, Nanjing, 211816, China. shuangfengguo@njtech.edu.cn.
Scientific reports
|July 2, 2025
概括
本研究介绍了一种使用ISODATA集群的自动化方法,从激光点云数据中提取岩石质量结构平面. 这种数字化方法改善了用于岩石质量分级的地质信息测量.
科学领域:
- 地质地质地质地质地质地
- 地质技术工程 地质技术工程
- 计算机科学 计算机科学
背景情况:
- 关于岩石质量结构的准确地质信息对于质量分级和分区至关重要.
- 从点云中提取结构平面的传统方法与复杂的地质条件作斗争.
- 现有的自动测量缺乏全面的地质信息提取.
研究的目的:
- 为岩石质量结构平面提出数字自动提取方法.
- 开发一种数字测量方法,用于结构平面的态度,轨迹和距离.
- 为了实现岩石质量结构的地质信息的自动测量.
主要方法:
- 使用ISODATA集群算法,根据几何特征自动提取结构平面.
- 开发使用点云数据进行态度,轨迹和距离的数字测量技术.
- 使用ArcGIS进行数据处理和地质信息测量.
主要成果:
- 通过ISODATA集群算法成功提取了岩石质量结构平面.
- 可实现结构平面的态度,轨迹和距离的数字测量.
- 实现了岩石质量结构的地质信息的自动数字测量.
结论:
- 拟议的数字自动提取方法提高了地质信息采集的准确性和效率.
- 该方法在复杂的地质条件下是可靠的,正如在现实世界的道项目中验证的那样.
- 这种方法推进了岩石质量结构地质信息的数字测量.
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