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Airborne gravimetry data sparse reconstruction via L1-norm convex quadratic programming
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作者 杨亚鹏 吴美平 唐刚 《Applied Geophysics》 SCIE CSCD 2015年第2期147-156,273,共11页
In practice, airborne gravimetry is a sub-Nyquist sampling method because of the restrictions imposed by national boundaries, financial cost, and database size. In this study, we analyze the sparsity of airborne gravi... In practice, airborne gravimetry is a sub-Nyquist sampling method because of the restrictions imposed by national boundaries, financial cost, and database size. In this study, we analyze the sparsity of airborne gravimetry data by using the discrete Fourier transform and propose a reconstruction method based on the theory of compressed sensing for large- scale gravity anomaly data. Consequently, the reconstruction of the gravity anomaly data is transformed to a Ll-norm convex quadratic programming problem. We combine the preconditioned conjugate gradient algorithm (PCG) and the improved interior-point method (IPM) to solve the convex quadratic programming problem. Furthermore, a flight test was carried out with the homegrown strapdown airborne gravimeter SGA-WZ. Subsequently, we reconstructed the gravity anomaly data of the flight test, and then, we compared the proposed method with the linear interpolation method, which is commonly used in airborne gravimetry. The test results show that the PCG-IPM algorithm can be used to reconstruct large-scale gravity anomaly data with higher accuracy and more effectiveness than the linear interpolation method. 展开更多
关键词 Compressed sensing interior-point method sub-Nyquist sampling airborne gravimetry Fourier transform
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Effect and Prospect of Basic Geological Survey Based on Airborne Gravimetry in China 被引量:11
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作者 LI Wenyong ZHOU Jianxin +4 位作者 XIONG Shengqing GUO Zhihong LU Wenfen XU Jianchun LIU Yanxu 《Acta Geologica Sinica(English Edition)》 SCIE CAS CSCD 2012年第1期38-47,共10页
The airborne gravimetry was an important leap and innovation in the world's history of geophysical exploration. China's first test of the airborne gravity geological survey in the onshoreoffshore transitional area o... The airborne gravimetry was an important leap and innovation in the world's history of geophysical exploration. China's first test of the airborne gravity geological survey in the onshoreoffshore transitional area of the western and southern part of the Bohai Sea was successful and effective in geology. Based on the airborne gravity data, and combining previous ground gravity, seismic and drilling data etc., we carried out the geological interpretation by forward and inverse methods. The result shows that the airborne Bouguer gravity anomaly was clear, the fracture interpretation was reliable, and the inversion depth of the main geological interfaces was relatively accurate. This airborne gravity geological survey not only filled the exploring gaps in the onshore- offshore transitional area, and realized the geological and tectonic junction between the sea and the land, but also discovered four local gravity anomalies, 11 fractures and three sags or subsags, and so on. The good geological effect of airborne gravimetry not restricted by terrain condition shows that it can be served as a new geophysical method in the exploration of complex terrain physiognomy area such as mountain, jungle, desert, marsh, onshore-offshore transitional area and so on, and has an extensive application prospect in China in the future. 展开更多
关键词 airborne gravimetry geological survey potential application onshore-offshoretransitional area
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Downward continuation of airborne gravimetry data based on Poisson integral iteration method 被引量:1
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作者 Xiaogang Liu Zhongmiao Sun +1 位作者 Kang Xu Mingda Ouyang 《Geodesy and Geodynamics》 2017年第4期273-277,共5页
The research and application of airborne gravimetry technology has become one of the hottest topics in gravity field in recent years. Downward continuation is one of the key steps in airborne gravimetry data processin... The research and application of airborne gravimetry technology has become one of the hottest topics in gravity field in recent years. Downward continuation is one of the key steps in airborne gravimetry data processing, and the quality of continuation results directly influence the further application of surveying data. The Poisson integral iteration method is proposed in this paper, and the modified Poisson integral discretization formulae are also introduced in the downward continuation of airborne gravimerty data. For the test area in this paper, compared with traditional Poisson integral discretization formula, the continuation result of modified formulae is improved by 10.8 mGal, and the precision of Poisson integral iteration method is in the same amplitude as modified formulae. So the Poisson integral iteration method can reduce the discretization error of Poisson integral formula effectively. Therefore, the research achievements in this paper can be applied directly in the data processing of our country's airborne scalar and vector gravimetry. 展开更多
关键词 airborne gravimetry Downward continuation Poisson integral Gravity anomaly Discretization
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Calculation and Spectra Analysis of Horizontal Acceleration Correction(HACC)for Airborne Gravimetry
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作者 SHI Pan SUN Zhongmiao XIAO Yun 《Geo-Spatial Information Science》 2004年第3期204-209,共6页
On the basis of a sinusoidal model of the disturbed horizontal acceleration,the spectrum characteristics of misaligned angle and horizontal acceleration correction are analyzed.In an airborne gravimetry test,the misal... On the basis of a sinusoidal model of the disturbed horizontal acceleration,the spectrum characteristics of misaligned angle and horizontal acceleration correction are analyzed.In an airborne gravimetry test,the misaligned angle of platform and horizontal acceleration correction are calculated.They are 5′and 3 mGal,respectively,when the flight is stable. 展开更多
关键词 airborne gravimetry airborne gravimeter horizontal acceleration correction misaligned angle of the platform GPS
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Cross-Coupling Correction for LaCoste & Romberg Airborne Gravimeter
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作者 SUN Zhongmiao XIA Zheren LI Yingchun 《Geo-Spatial Information Science》 2007年第3期163-167,共5页
Abstract The cross-coupling corrections for the LaCoste & Romberg airborne gravimeter are computed as a linear combination of 5 so-called cross-coupling monitors. The weight factors (coefficients) determined from m... Abstract The cross-coupling corrections for the LaCoste & Romberg airborne gravimeter are computed as a linear combination of 5 so-called cross-coupling monitors. The weight factors (coefficients) determined from marine gravity data by the factory are obviously not optimal for airborne application. These coefficients are recalibrated by minimizing the difference between airborne data and upward continued surface data (external calibration) and by minimizing the errors at line crossings (internal calibration) respectively. An integrating method to recalibrate the above-mentioned coefficients and the beam scale factor simultaneously is also presented. Experimental results show that the systemic errors in the airborne gravity anomalies can be greatly reduced by using any of the recalibrated coefficients. For example, the systemic error is reduced from 4.8 mGal to 1.8 mGal in Datong test. 展开更多
关键词 airborne gravimetry cross-coupling correction airborne gravimeter systemic error
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The first airborne scalar gravimetry system based on SINS/DGPS in China 被引量:13
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作者 CAI ShaoKun WU MeiPing +1 位作者 ZHANG KaiDong CAO JuLiang 《Science China Earth Sciences》 SCIE EI CAS 2013年第12期2198-2208,共11页
China has developed an airborne gravimetry system based on SINS/DGPS named SGA-WZ, the first system in which a strap- down inertial navigation system (SINS) has been used for airborne gravimetry in China. This gravi... China has developed an airborne gravimetry system based on SINS/DGPS named SGA-WZ, the first system in which a strap- down inertial navigation system (SINS) has been used for airborne gravimetry in China. This gravity measurement system consists of a strap-down inertial navigation system and a differential global positioning system (DGPS). In April 2010, a flight test was carried out in Shandong Province of China to test the accuracy of this system. The test was designed to assess the re- peatability and accuracy of the system. Two repeated flights and six grid flights were made. The flying altitude was about 400 m. The average flying speed was about 60 m/s, which corresponds to a spatial resolution of 4.8 km when using 160-s cutoff low-pass filter. This paper describes the data processing of the system. The evaluation of the internal precision is based on repeated flights and differences in crossover points. Gravity results in this test from the repeated flight lines show that the re- peatability of the repeat lines is 1.6 mGal with a spatial resolution of 4.8 kin, and the internal precision of grid flight data is 3.2 mGal with a spatial resolution of 4.8 km. There are some systematic errors in the gravity results, which can be modeled using trigonometric function. After the systematic errors are compensated, the precision of grid flight data can be better than 1 mGal. 展开更多
关键词 strap-down airborne gravimetry strap-down inertial navigation system differential global positioning system flight test data processing ACCURACY
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