A nonlinear multiparameter prestack seismic inversion method based on hybrid optimization approach     

Qiang Guo  Hongbing Zhang  Jingbo Tian  Lifeng Liang  Zuoping Shang 《Arabian Journal of Geosciences》2018,11(3):48

Multiparameter prestack seismic inversion is one of the most powerful techniques in quantitatively estimating subsurface petrophysical properties. However, it remains a challenging problem due to the nonlinearity and ill-posedness of the inversion process. Traditional regularization approach can stabilize the solution but at the cost of smoothing valuable geological boundaries. In addition, compared with linearized optimization methods, global optimization techniques can obtain better results regardless of initial models, especially for multiparameter prestack inversion. However, when solving multiparameter prestack inversion problems, the application of standard global optimization algorithms maybe limited due to the issue of high computational cost (e.g., simulating annealing) or premature convergence (e.g., particle swarm optimization). In this paper, we propose a hybrid optimization-based multiparameter prestack inversion method. In this method, we introduce a prior constraint term featured by multiple regularization functions, intended to preserve layered boundaries of geological formations; in particular, to address the problem of premature convergence existing in standard particle swarm optimization algorithm, we propose a hybrid optimization strategy by hybridizing particle swarm optimization and very fast simulating annealing to solve the nonlinear optimization problem. We demonstrate the effectiveness of the proposed inversion method by conducting synthetic test and field data application, both of which show encouraging results.  相似文献   

Experimental study of the mechanical properties of expansive soil with added nanomaterials     

Yanliang Shang  Yingchun Fu 《Arabian Journal of Geosciences》2018,11(8):180

The main purpose of this paper is to describe ways to improve the microstructure of expansive soil by adding nanomaterials. Mechanical tests were done to explore the changes in shear strength and compression index of expansive soil that was modified by adding different amounts of two kinds of nanomaterials (nano-alumina and nano-silica). The test results show that adding 1.2% nano-alumina and about 2% nano-silica to expansive soil provides the optimal compression index. The test results show that adding 1.2% nano-alumina and about 1.5% nano-silica to expansive soil provides the optimal unconfined compression stress. Scanning electron microscopy of the microstructure of expansive soil modified by nanomaterials provided a deeper understanding of the effects of nanomaterials on improving expansive soil.  相似文献   

基于BP神经网络的溶洞规模预测及应用   总被引：2，自引：1，他引：1  

刘振华  范宏运  朱宇泽  柳尚 《中国岩溶》2018,37(1):139-145

复杂岩溶地区的溶洞发育规模受地质构造、地区岩性、地下水动力系统等多种因素的影响,具有高度复杂性和非线性的特征。通过对岩溶区溶洞的赋存规律研究,确定影响溶洞发育规模的控制因素进行定量处理,收集已探明溶洞的样本数据。为克服已有研究对溶洞发育规模定性描述的模糊性,文章利用BP（Back Propagation）神经网络对自组织、自适应特性对数据样本的非线性关系揭示的能力,实现对溶洞发育规模的预测,并基于MATLAB实现BP神经网络结构的设计、训练、预测,其结果表明:BP神经网络模型对溶洞规模预测的精度高、收敛性能好。   相似文献   

Identifying the determinants of access to agricultural credit in Southern Punjab of Pakistan     

Zulfiqar  Farah  Shang  Jie  Zada  Muhammad  Alam  Qamar  Rauf  Tariq 《GeoJournal》2021,86(6):2767-2776

Based on the survey data of 250 farmers from the Multan district of Southern region of Punjab, Pakistan this study aims to empirically examine the determinants of access to agricultural credit. This study used the probit model to analyze the data. The results revealed that formal education, farm size, level of farm mechanization, farm revenue and landholding size positively and significantly influenced access to agricultural credit while the age of the farmer’s, distance, and off- farm income negatively and insignificantly influenced farmer’s accessibility to agricultural credit. The findings of the current study offer a policy guideline to streamline national policy on agricultural finance. This study also recommends that ZaraiTaraqiati Bank (ZTBL) and other Commercial Banks should improve their agricultural credit schemes to fulfil the diversified needs of small farm holders.

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塔里木盆地周缘新元古代冰期事件与古老烃源岩发育     

李王鹏  王毅  李慧莉  杨伟利  张仲培  蔡习尧  刘少峰 《地质论评》2021,67(Z1):67z1114-67z1114

正四川盆地震旦系含油气系统已被证实为我国新元古界第一个具有商业价值的原生型气藏,而与扬子板块在同时期具有亲缘性的塔里木盆地新元古界油气资源一直未取得突破。塔里木盆地新元古界埋藏较深,钻遇南华系-震旦系的井位非常少,盆地深部层系的成像品质较差,同时新元古界本身缺乏可进行有效对比的古生物化石。诸多因素造成塔里木盆地新元古界划分与对比关系不清,地层格架模糊,直接导致后续深入研究无法进行。然而,  相似文献   

黔中隆起北缘五峰-龙马溪组页岩元素地球化学特征及其地质意义          下载免费PDF全文

李琪琪  蓝宝锋  李刚权  徐尚  刘婷  苟启洋  王雨轩 《地球科学》2021,46(9):3172-3188

为探讨黔中隆起北缘五峰—龙马溪组富有机质页岩的沉积环境和物源区背景,对区内两口井的样品进行了有机碳含量、微量元素和稀土元素地球化学测试和分析.结果表明,研究区五峰—龙马溪组页岩在沉积时以贫氧—厌氧环境为主,富氧环境也偶尔存在,且龙马溪组沉积水体还原程度比五峰组高.La_N/Yb_N值的变化反映沉积速率为:龙马溪组下部 < 五峰组 < 观音桥段,表明五峰—龙马溪组页岩沉积时存在沉积速率先变快后变缓的过程.Mo/TOC值显示五峰组页岩沉积时盆地滞留程度较强,进入志留纪相对减弱,盆地滞留程度对有机质富集的正向影响可能不大,海平面升降造成的氧化还原条件以及生产力条件的变化或许控制了有机质的富集.微量和稀土元素组合及比值特征,反映研究区五峰—龙马溪组沉积时的原始物质来自上地壳,五峰组沉积时存在混合物源,而龙马溪组沉积时物源相对单一,总体上源岩以长英质（花岗岩）为主.源区构造背景以主动大陆边缘为主,受到一定热液活动的影响,同时也表现出一定的大陆岛弧构造背景的特征.   相似文献   

新疆及中亚地区斜坡灾害研究现状与展望     

伊学涛  尚彦军  李守定  崔振东  孟和  曹小红 《新疆地质》2021,(1):156-161

新疆和中亚五国山河相连,都是“一带一路”建设的重要支点,但也是滑坡、泥石流等斜坡灾害的高发区,且两地的地质灾害发育有着明显的共性。本文对新疆和中亚地区的斜坡灾害研究现状进行综述,分析了两地斜坡灾害形成机理、发育规律,即中高山地分布集中,受降雨和冰雪融水影响很大,黄土滑坡发育。新疆的斜坡灾害研究多围绕公路、水利等工程设施;中亚地区的斜坡灾害研究以自然灾害居多,且在很大程度上受地震作用控制。最后,分析了新疆及中亚地区斜坡灾害研究的发展趋势,建议建立现代化的灾害监测预警系统,加强“一带一路”沿线国家地质灾害研究的国际合作。  相似文献   

Spatial-Temporal Ground Deformation Study of BaotouBased on the PS-InSAR Method     

GE Weili  LI Yuanjie  WANG Zhichao  ZHANG Chunming  YANG Honglei 《《地质学报》英文版》2021,95(2):674-683

Ground subsidence is an emerging geological hazard in Baotou,Inner Mongolia.Four areas of Baotou with relatively large subsidence range and rate were selected for analysis.Focusing on investigation of ground subsidence using PS-InSAR technology,a total of 43 frames of ALOS PALSAR images yielded a SAR data span from December 2006 to January 2011,allowing ground subsidence scope,subsidence velocity,time-series deformation to be obtained.Major causes and influencing factors of the ground subsidence are closely related to soft soil consolidation and compaction and the decrease in the level of groundwater caused by increased development and utilization of groundwater.  相似文献   

Calculating actual crop evapotranspiration under soil water stress conditions with appropriate numerical methods and time step     

Songhao Shang 《水文研究》2012,26(22):3338-3343

Calculation of actual crop evapotranspiration under soil water stress conditions is crucial for hydrological modeling and irrigation water management. Results of actual evapotranspiration depend on the estimation of water stress coefficient from soil water storage in the root zone, which varies with numerical methods and time step used. During soil water depletion periods without irrigation or precipitation, the actual crop evapotranspiration can be calculated by an analytical method and various numerical methods. We compared the results from several commonly used numerical methods, including the explicit, implicit and modified Euler methods, the midpoint method, and the Heun's third‐order method, with results of the analytical method as the bench mark. Results indicate that relative errors of actual crop evapotranspiration calculated with numerical methods in one time step are independent of the initial soil water storage in the range of soil water stress. Absolute values of relative error decrease with the order of numerical methods. They also decrease with the number of time step, which can ensure the numerical stability of successive simulation of soil water balance. Considering the calculation complexity and calculation errors caused by numerical approximation for different time step and maximum crop evapotranspiration, the explicit Euler method is recommended for the time step of 1 day (d) or 2 d for maximum crop evapotranspiration less than 5 mm/d, the midpoint method or the modified Euler method for the time step of up to one week or 10 d for maximum crop evapotranspiration less than 5 mm/d, and the Heun's third‐order method for the time step of up to 15 d. Copyright © 2011 John Wiley & Sons, Ltd.  相似文献   

华北晚古生代聚煤盆地造盆构造述略   总被引：11，自引：0，他引：11  

尚冠雄 《中国煤田地质》1995,7(2):1-6,17

本文从盆地基底、盆地基盘及盆地发育期构造演化三个层次讨论了华北晚古生代聚煤盆地的造盆构造特征。文中提出了盆地基盘概念，阐述释了华北地台晚古生代积活动肇始的构造机理，对华力西阶段华北板块板缘活动及其板内地层记录进行了对应研究。  相似文献