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Application of Time-Domain Full Waveform Inversion to Cross-Hole Radar Data Measured at Xiuyan Jade Mine China

机译:时域全波形反演在修岩玉矿跨孔雷达数据测量中的应用

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摘要

Xiuyan Jade, produced in Xiuyan County, Liaoning Province, China is one of the four famous jade in China. King Jade, which is deemed the largest jade body of the world, was broken out from a hill. The local government planned to build a tourism site based on the jade culture there. The purpose of the investigation was to evaluate the stability of subsurface foundation, and the possible positions of mined-out zones to prevent the further rolling of the jade body. Cross-hole radar tomography is the key technique in the investigation. Conventional travel time and attenuation tomography based on ray tracing theory cannot provide high-resolution images because only a fraction of the measured information is used in the inversion. Full-waveform inversion (FWI) can provide high-resolution permittivity and conductivity images because it utilizes all the information provided by the radar signals. We deduce the gradient expression of the time-domain FWI with respect to the permittivity and conductivity using a method that is different from that of the previous work and realize the FWI algorithm that can simultaneously update the permittivity and conductivity by using the conjugate gradient method. Inverted results from synthetic data show that time-domain FWI can significantly improve the resolution compared with the ray-based tomogram methods. FWI can distinguish targets that are as small as one-half to one-third wavelength and the inverted physical values are closer to the real ones than those provided by the ray tracing method. We use the FWI algorithm to the field data measured at Xiuyan jade mine. Both the inverted permittivity and conductivity can comparably delineate four mined-out zones, which exhibit low-permittivity and low-conductivity characteristics. Furthermore, the locations of the interpreted mined-out zones are in good agreement with the existing mining channels recorded by geological data.
机译:秀岩玉,产于中国辽宁省秀岩县,是中国四大名玉之一。玉皇被认为是世界上最大的玉身,是从山上挖出来的。当地政府计划根据那里的玉文化建设一个旅游景点。研究的目的是评估地下基础的稳定性,以及开采区域的可能位置,以防止玉体进一步滚动。跨孔雷达层析成像是研究的关键技术。基于射线追踪理论的常规行进时间和衰减层析成像无法提供高分辨率图像,因为在反演中仅使用了一部分测量信息。全波形反演(FWI)可以提供高分辨率的介电常数和电导率图像,因为它利用了雷达信号提供的所有信息。我们使用不同于先前工作的方法推导了时域FWI关于介电常数和电导率的梯度表达式,并通过使用共轭梯度法实现了可以同时更新介电常数和电导率的FWI算法。综合数据的反演结果表明,与基于射线的层析成像方法相比,时域FWI可以显着提高分辨率。 FWI可以分辨出小至二分之一至三分之一波长的目标,并且与射线追踪方法所提供的目标值相比,倒置的物理值更接近真实值。我们使用FWI算法对修岩玉矿的实地数据进行了测量。反向介电常数和电导率都可以比较地描绘出四个采出区,它们表现出低介电常数和低电导率特性。此外,解释的采空区的位置与地质数据记录的现有采矿通道非常吻合。

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