卫星重力梯度恢复地球重力场的频谱分析

根据仪器功率谱密度和重力位系数阶方差的定义,本文建立了卫星重力梯度测量噪声功率谱密度与重力场模型的误差阶方差的直接对应关系,并基于此讨论了重力梯度测量精度、卫星轨道高度以及运行时间对地球重力场恢复精度的影响.相比于传统的基于最小二乘法评估卫星载荷噪声对地球重力场恢复精度的影响而言,本文提出的方法简单、直接,有助于快速设计和确定卫星重力测量计划的有关参数.     

Spectral analysis for recovering the Earth's gravity potential by satellite gravity gradients

根据仪器功率谱密度和重力位系数阶方差的定义,本文建立了卫星重力梯度测量噪声功率谱密度与重力场模型的误差阶方差的直接对应关系,并基于此讨论了重力梯度测量精度、卫星轨道高度以及运行时间对地球重力场恢复精度的影响.相比于传统的基于最小二乘法评估卫星载荷噪声对地球重力场恢复精度的影响而言,本文提出的方法简单、直接,有助于快速设计和确定卫星重力测量计划的有关参数.     

重力和重力梯度数据联合聚焦反演方法

重力数据包含较多的低频信息,重力梯度数据包含较多的高频信息,将重力数据和重力梯度数据进行联合反演得到的结果更加可信.本文基于聚焦反演方法,实现了这一过程.因为联合反演中分量种类增加,所以计算灵敏度矩阵所需要的时间增加,为此,本文提出了一种快速计算灵敏度矩阵的方法.因为联合反演对内存的要求增大,本文选择有限内存BFGS拟牛顿法求解反演问题.本文通过再加权的方法实现深度加权.文中利用单一分量的反演结果来预测异常体的埋深信息,随后将埋深信息结合到深度加权函数中,将其用于多分量组合反演计算.给出了模型试验,发现预测得到的异常体的埋深信息与其实际埋深存在偏差,但是将这一信息应用到反演计算,能够得到与真实模型一致的结果.之后,本文通过模型试验来探究重力和重力梯度联合反演的优势,发现将重力和重力梯度数据联合,能够识别出额外的噪声,反演得到的模型更加合理.但是,对于不同分量组合得到的反演结果是相近的,反演模型的提高很小.最后,将联合反演方法应用到美国路易斯安那州Vinton岩丘的实际数据中,结果显示,将重力和重力梯度数据联合反演,反演模型得到了提高,反演得到的结果与地质资料吻合.     

引入地壳均衡模型的重力梯度图的制备方法

针对目前世界范围内实测重力梯度数据匮乏的现状,文章在原有通过地形制备重力梯度基准图的方法之上,引入了目前两种主流地壳均衡模型:普拉特模型、艾里模型,旨在进一步完善重力梯度基准图的制备.因为充分考虑了地壳密度及厚度的不均匀,所以使得制图更加精确.由于缺乏实测重力梯度数据.因此文章决定通过与实测重力数据比对来验证方法的可行性.实验表明,引入地壳均衡模型制备的重力图与实测数据更加一致,其中,引入普拉特模型后的制图精度要比引入艾里模型的高;另外通过比对实验地区的地壳厚度可知,若在已知地形数据的前提下,通过比较引入普拉特模型制备的局部地区重力异常图与实测重力图,可初步快速准确的估计出该地区的平均地壳厚度.     

卫星重力梯度观测数据L1级构建方法

高精度重力梯度观测数据 L1 级构建的系统方法是推进我国自主重力卫星任务重要的基础数据处理技术.本文以GOCE卫星L1 级数据预处理技术和关键载荷原始数据为参考,面向我国发展的梯度测量卫星的任务需要,系统研究并初步实现了卫星重力梯度观测数据 L1 级构建方法,主要包括加速度计电压数据转换、多星敏感器联合姿态数据的角速度重建、卫星重力梯度分量构建等技术内容.计算结果表明,加速度计超灵敏轴精度为 10－10～10－11 m·s－2·Hz－1/2 ,达到重力梯度仪设计精度要求;多星敏感器联合解算最佳姿态角速度wy 、wz 在 10～100 mHz内精度约提升 1 个量级,其精度约达到 10－5 rad·s－1·Hz－1/2量级,能够有效抑制低精度角速度分量在坐标系转换中导致的噪声传播;基于维纳滤波方法恢复的角速度在 5～100 mHz频段内的平方根功率谱密度提升了(5.21～6.56)×10－11 rad·s－1·Hz－1/2 ,显示了基于高精度角速度解算重力梯度分量的必要性;构建重力梯度各分量计算值与全球重力场和海洋环流探测器(GOCE)官方公布的重力梯度分量精度相当,其梯度张量的迹在 20～100 mHz频段范围内约为10 mE·Hz－1/2 ,验证了本文构建方法的有效性.研究工作可为下一步我国推进实施民用重力梯度测量卫星任务提供自主的原始数据处理技术支撑与储备.     

基于深度学习的重力异常与重力梯度异常联合反演

高效高精度的反演算法在重力大数据时代背景下显得尤为重要,受深度学习卓越的非线性映射能力的启发,本文提出了一种基于深度学习的重力异常及重力梯度异常的联合反演方法.文中首先提出了一种基于网格点几何格架的重力异常及重力梯度异常的空间域快速正演算法,这为本文深度学习反演算法的实现奠定了基础;其次对大量的不同密度模型进行正演计算获得样本数据集;然后设计了一种端到端的深度学习网络结构(GraInvNet),再利用样本数据对该网络结构进行训练;最后进行反演预测.组合模型试验表明,多维度数据联合反演相比单一分量反演其结果更“聚焦”,且与模型边界高度吻合,并且对于复杂模型的姿态与物性预测具有极为显著的优势,以及对于含噪声数据的反演,其质量也不会降低;Vinton岩丘实测重力数据也验证了文中方法的有效性;从而证明了深度学习在重力数据的高效高精度反演方面具有的巨大潜力.     

基于重力梯度张量数据的欧拉反演在梅山铁矿的应用

随着在石油勘查、矿产勘查、构造研究等地质工作中提出的应用位场异常研究规模相对较小的地质体及其细节的要求不断提高,传统重力方法在精度和分辨率方面已不能满足要求.重力梯度张量作为重力位二次导数,较之重力异常,能够更直观地反映地下密度体的赋存状态,基于重力梯度张量数据的反演能够提高地质体的定量模拟质量.但是由于受国内仪器的发展水平限制,直接获取实测的重力张量数据难度较大,目前对于重力张量数据的获取主要是通过数值计算的方法,把重力异常测量值变换成张量信息.本文是在样条理论的基础上,提出新的重力梯度张量计算方法,利用三次样条插值方法拟合重力异常,进一步地通过积分导数关系求取样条函数系数,实现了由重力异常求取重力梯度张量的数据计算.在此基础上,利用张量数据进行欧拉反演计算,对比常规欧拉反演结果,进一步分析张量欧拉反演精度.球体及水平板状体模型试验结果显示,张量欧拉反演更能有效地完成目标体的反演,其结果更加准确.最后,将张量欧拉反演应用到梅山铁矿区重力实测数据解释中,准确地反演出梅山主矿体的水平投影范围及矿体中心埋深.同时,相比常规欧拉反演,张量欧拉反演在刘家村附近、梅山村南部及黄林库—吴家洼地段显示出有更加收敛的欧拉解,这为梅山地区进一步找矿工作提供了重要的理论支撑.     

近地表密度估计的重力贝叶斯分析方法及在云南地区的应用

基于布格重力异常相对于地形起伏光滑分布的约束条件,从一维自由空气重力异常数据出发,采用贝叶斯方法估算近地表岩石密度,同时采用三次B样条函数拟合布格重力异常,获取光滑分布的布格重力异常.数据拟合和光滑约束之间的权重采用Akaike贝叶斯准则(ABIC准则)自动确定.均匀剖分模型和不均匀剖分模型数据试验都验证了该方法的有效性.相关参数评价表明,足够多的样条系数可以提高估计结果的准确性,样条系数的个数接近测点数时可获得较稳定的估计结果.增大异常的噪声水平时,ABIC准则可有效地自动增大先验光滑约束的权重.云南地区两条重力剖面应用结果表明,剖面沿线的近地表密度值起伏变化明显(达2.45~2.8g·cm^-3),前寒武纪和古生代地层密度相对较高(主要为2.53~2.75g·cm^-3),而中生代密度较低(2.45~2.73g·cm^-3);本文估计的近地表密度结果与区域物性资料及地表地质特征较吻合;估计的剖面布格重力异常具有光滑性;红河断裂两侧近地表密度差异较大,可达0.4g·cm^-3.本文获得的两条剖面近地表密度结构和布格重力异常为该区深部结构与构造研究提供更可靠的重力基础数据.     

东北地区重力均衡异常特征的初步研究

本文利用地面实测重力资料和地形高程资料,采用普拉特-海福特(Pratt-ttayford)重力均衡理论模型,取1°×1°方格网,通过使用现成改正表格查取改正值与个别计算点用理论公式计算作校核的方法,计算了我国东北地区75个计算点的均衡重力异常值;并对局部第四系覆盖较厚地区作了第四系密度改正;在此基础上,构制了我国东北N39°—49°,E121°—131°大部分地区的均衡重力异常图;结合区域布格重力异常和区域空间重力异常特征以及莫霍界面的起伏特点作了对比分析和讨论     

重力－重力梯度边值问题的准解

依据超定边值问题的准解理论，推导出关于重力－重力梯度边值问题的准解，其简洁易算的解析形式给联合重力和卫星重力梯度数据精化地球重力场提供了一种新方法．     

A priori models and inversion of gravity gradient data in hilly terrain

The increased popularity of airborne measurements of the gravity gradient tensor for resource studies and geological mapping has resulted in a new awareness of the importance of terrain effects. In these measurements, the terrain effect often overwhelms that of the underlying crust and it becomes important to formulate a strategy for taking it into account when presenting the data and when inverting the data into density models. Using newly acquired data from Northern Sweden, we first attempted to estimate a variable terrain density model by inverting the data using a terrain model with a laterally varying density. Using data weights related to the topography variations, we find the best estimate of the lateral variation of the terrain density. We translate this model into a full three-dimensional model such that all columns have the same vertical centre of mass as estimated from inspecting the radially averaged power spectrum of the area. This then defines a reference model for subsequent three-dimensional inversion of the gravity gradient tensor dataset. We tested this approach first on synthetic data calculated from the measured topography including two density anomalies before we applied it to the measured data. The result is a model in which the surface density variations are propagated downwards in a systematic manner now in better agreement with measured densities of rock samples in the area.     

preliminary discussion on horizontal gravity gradient and its application to seismic gravity precursor research

In this paper, according to the synthetic gravity anomaly of a horizontally infinite cylindrical geologic body, gravity gradient in horizontal direction was calculated by potential field discrete cosine transformation in frequency domain. In the calculation, the minimum curvature method was used to extend edge lines. We found that the gravity gradient field from the potential field transformation was dependable by comparison with synthetic gravity gradient, except the data in the edges. Then, the accumulative horizontal gravity gradients before Lushan M_S7.0 earthquake were calculated for the accumulative gravity anomaly from September 2010 to October 2012. In the north-south direction, gravity gradient in Daofu-Kangding-Shimian and Markang-Lixian-Lushan exhibited a positive high value, and the strike of the high value zone was in line with the strike of Xianshuihe Faults and Markang Faults. In the east-west direction, high value zone was not as obvious as that in the north-south direction. Gravity gradients in the direction along and vertical to the strike of Longmenshan Faults were calculated by the definition of directional derivative. In the along-strike direction, high gravity gradient values appeared in Markang-Lixian areas along Markang Faults and Daofu-Kangding-Shimian areas along Xianshuihe Faults, and extremum appeared in Kangding-Shimian and the area nearby Lixian. In the direction vertical to the strike of Longmenshan fault zone, high gravity gradient values appeared in Lixian-Lushan-Kangding-Shimian areas, and the extremum appeared in the area nearby Kangding. The results indicate that gravity gradient in the direction along and vertical to the strike of faults can better show the relative gravity change on the two sides of faults. Lushan M_S7.0 earthquake is located at the transition zone between the two high value zones of gravity gradient. The total horizontal gravity gradient shows that the location and strike of the high value zone are basically consistent with regional faults, and the extremums of total horizontal gravity gradient appeared nearby Lixian, Kangding and Shimian.     

Reconstructing the gravity gradient anomaly field from surveys with wide line spacing using equivalent source processing: an error analysis

When anomalous gravity gradient signals provide a large signal‐to‐noise ratio, airborne and marine surveys can be considered with wide line spacing. In these cases, spatial resolution and sampling requirements become the limiting factors for specifying the line spacing, rather than anomaly detectability. This situation is analysed by generating known signals from a geological model and then sub‐sampling them using a simulated airborne gravity gradient survey with a line spacing much wider than the characteristic anomaly size. The data are processed using an equivalent source inversion, which is used subsequently to predict and grid the field in‐between the survey lines by means of forward calculations. Spatial and spectral error analysis is used to quantify the accuracy and resolution of the processed data and the advantages of acquiring multiple gravity gradient components are demonstrated. With measurements of the full tensor along survey lines spaced at 4 × 4 km, it is shown that the vertical gravity gradient can be reconstructed accurately over a bandwidth of 2 km with spatial root‐mean square errors less than 30%. A real airborne full‐tensor gravity gradient survey is presented to confirm the synthetic analysis in a practical situation.     

应用多种来源重力异常编制中国海陆及邻区空间重力异常图及重力场解读

本文通过分析陆地实测空间重力异常数据、海洋船载测量空间重力异常数据、卫星测高重力异常,布格重力异常数据、EGM2008地球重力模型数据等多种来源数据的性质和精度,并对相关数据进行对比,研究了编制1:500万中国海陆空间重力异常图的数据使用方案和技术方法.在地形较为平坦、实测数据分布均匀的陆区,使用实测数据,在地形复杂,实测数据稀少以及没有实测数据的陆区或岛屿,利用布格重力异常反推空间异常的方法合成平均空间重力数据,西藏地区的数据对比实验证明合成平均空间重力异常数据是一种有效的数据补充.利用三观测列方差分解法在南海地区对船载测量空间重力数据和美国SS系列及丹麦DNSC08GRA卫星重力数据进行了方差分解计算,结果表明不同来源的卫星测高重力数据具有很大的一致性,数据精度较以往有了很大的提高.海区空间重力数据使用原则是在船载重力测量数据校准下,全面使用卫星测高重力数据进行编图.海陆过渡区的异常处理应以EGM2008地球重力模型重力场为基准参考场,实现海陆异常平缓过渡,无缝连接.对中国海陆空间重力异常场进行了小波变换处理,对空间重力异常场进行了解读,勾画出三横四竖的一级重力梯级带及其所围限的8个一级重力异常区,并划分了二级重力异常区和梯级带,为块体构造学体系中大地构造格架的建立提供了地球物理证据.     

High-precision gravity correction methods for loess plateau areas, a case study

黄土塬区地形起伏大,地表黄土切割剧烈。地形起伏导致黄土厚度巨大变化,由于黄土密度与下伏地层之间存在较大的密度差异,由此产生了具有一定幅值的高频重力异常,并给重力勘探资料的处理、解释带来了困难。在SHJZ构造带高精度重力勘探中,综合运用了地形校正和黄土校正技术,有效地克服了由于地形起伏和黄土厚度变化对重力勘探产生的不利影响,取得了精确的重力资料。并将该重力异常,结合其它物探资料进行综合解释,对圈定局部构造发挥了积极的作用。     

Full gravity gradient tensors from vertical gravity by cosine transform

We present a method to calculate the full gravity gradient tensors from pre-existing vertical gravity data using the cosine transform technique and discuss the calculated tensor accuracy when the gravity anomalies are contaminated by noise. Gravity gradient tensors computation on 2D infinite horizontal cylinder and 3D ??Y?? type dyke models show that the results computed with the DCT technique are more accurate than the FFT technique regardless if the gravity anomalies are contaminated by noise or not. The DCT precision has increased 2 to 3 times from the standard deviation. In application, the gravity gradient tensors of the Hulin basin calculated by DCT and FFT show that the two results are consistent with each other. However, the DCT results are smoother than results computed with FFT. This shows that the proposed method is less affected by noise and can better reflect the fault distribution.     

黄土塬区高精度重力勘探的校正技术

黄土塬区地形起伏大,地表黄土切割剧烈。地形起伏导致黄土厚度巨大变化,由于黄土密度与下伏地层之间存在较大的密度差异,由此产生了具有一定幅值的高频重力异常,并给重力勘探资料的处理、解释带来了困难。在SHJZ构造带高精度重力勘探中,综合运用了地形校正和黄土校正技术,有效地克服了由于地形起伏和黄土厚度变化对重力勘探产生的不利影响,取得了精确的重力资料。并将该重力异常,结合其它物探资料进行综合解释,对圈定局部构造发挥了积极的作用。     

Determination of gravity anomaly at sea level from inversion of satellite gravity gradiometric data

Gravity gradients can be used to determine the local gravity field of the Earth. This paper investigates downward continuation of all elements of the disturbing gravitational tensor at satellite level using the second-order partial derivatives of the extended Stokes formula in the local-north oriented frame to determine the gravity anomaly at sea level. It considers the inversion of each gradient separately as well as their joint inversion. Numerical studies show that the gradients T_zz, T_xx, T_yy and T_xz have similar capability of being continued downward to sea level in the presence of white noise, while the gradient T_yz is considerably worse than the others. The bias-corrected joint inversion process shows the possibility of recovering the gravity anomaly with 1 mGal accuracy. Variance component estimation is also tested to update the observation weights in the joint inversion.