基于Bagging集成学习算法的地震事件性质识别分类

地震台网在监测地震的同时记录到的非天然震动事件会对后续的科研和预报工作造成较大的影响,因此快速准确的对天然震动事件与非天然震动事件加以区分就显得尤为重要.本文针对传统人工方法识别地震事件性质的不足之处,采用Bagging机器学习算法对地震事件性质进行区分.首先选取震中距范围在80～200km内的地震数据,之后采用AIC算法自动识别P波到时,进而用处理后的数据训练模型,最后使用测试数据对模型进行评估,准确率可达85%以上.因此,本文提出的方法可以有效地对天然震动事件与非天然震动事件加以区分.     

An improved input energy spectrum verified by the shake table tests

Input energy is the principal component of the energy balance equation. It is beneficial to determine, through its components, how the recoverable and irrecoverable energies are distributed within the structural elements. Several equations and attenuation relations to define mass-normalized input energy spectra exist in the literature. They are mainly proposed for elastic systems subjected to far-fault EQs. There is a lack of experimental verification of these proposed spectra. In this paper, experimental assessment was performed to the existing spectra, and further improvements were accomplished. For this purpose, steel cantilever columns were tested on the shake table for two specific historical EQs coincidently having similar spectral acceleration values. Based on the experimental results, a three-part mass-normalized relative input energy spectrum was formulated including soil type, EQ (corner period, intensity, duration, spectral acceleration, and velocity), and structural behavioral characteristics (period and structural damping). The proposed input energy spectrum was experimentally calibrated and numerically validated for various EQs featuring near- and far-field types. Analytical and experimental comparisons were made between the previously developed spectrum and the newly proposed one. The validation studies and the statistical evaluations exposed that the proposed spectrum yielded better agreement with the experimental and numerical results.     

涉县地震台水管倾斜仪常见干扰分析

对于涉县地震台水管倾斜仪观测资料,根据地球物理数据跟踪分析方法,将干扰源按照自然因素、场地环境因素、观测系统、地球物理事件等类型进行分析,并给出数据处理建议。     

长江中华绒螯蟹的资源与养殖现状及其种质保护

根据中华绒螯蟹的资源及其养殖现状,分析了我国目前各水系河蟹的种质变异及其河蟹幼蟹培育和成蟹养殖中存在的问题,针对中华绒螯蟹 种质保护的要求,就防止河蟹幼蟹性早熟及和蟹养殖的遗传污染与种质混杂等问题,提出了对长江河蟹品质保持的初步设想。     

地理空间信息网格特征解析

地理空间信息网格这一重要的基础设施具有物理特征、基本特征和多方参与性等若干特征。详细分析、讨论地理空间信息网格的这些特征,对地理空间信息网格技术研究、地理空间信息资源共享、更加广泛地应用以及地理空间信息网格建设具有重要意义。     

准噶尔盆地车排子凸起新近系沙湾组油藏特征及成藏主控因素

对准噶尔盆地车排子凸起新近系沙湾组已发现油藏从层位、规模、油性、物性、物源、类型等方面进行了梳理和总结。沙湾组共发育岩性、断层-岩性、断鼻三类圈闭,储层特征与油藏规模存在差异,油性分布较复杂。在明确沙湾组复杂油藏特征的基础上,结合典型油藏解剖,认为长期继承性的古隆起、高效的毯状砂体输导层、断层纵横向的封闭性、储集层物性的差异、多源多期成藏过程及不同的保存条件是沙湾组油气藏类型多样、油性复杂的主要控制因素。根据上述认识,预测毯状砂体侧向尖灭带为有利的油气聚集区,从实钻效果看,该区带内油气显示丰富,展现出较好的勘探前景。     

地理科学的价值与地理学者的情怀

本文强调了前辈地理学家提出的关于地理学是介于自然科学和社会科学之间的交叉学科的观点。从中国国家需求及当代国际地理学的发展趋势,从理论与实践的结合上论述了地理科学的学科对象、学科性质及区域性、综合性、知识结构等方面的特点,特别突出地阐述了地理科学与纯自然科学或纯社会科学的诸多不同点。提倡地理学家要十分关注中国的环境变化及带来的严重的可持续发展问题,并发挥综合和交叉研究的优势。此外还指出中国地理学面临着重要的发展机遇,也出现了深刻的危机。     

A procedure for simulating synthetic accelerograms compatible with correlated and conditional probabilistic response spectra

The modeling of seismic load is a major topic that has to be addressed thoroughly in the framework of performance based seismic analysis and design. In this paper, a simple procedure for simulating artificial earthquake accelerograms matching the statistical distribution of response spectra, as given by median ground motion prediction equations, the standard deviation and correlation coefficients, is proposed. The approach follows the general ideas of the (natural) ground motion selection algorithms proposed by Baker [4] and Wang [43] but using simulated (artificial) “spectrum-compatible” accelerograms. This allows to simulate spectrum-compatible accelerograms featuring variability similar to the one of recorded accelerograms when the match of median and ±1 standard-deviation response spectra is imposed by the regulator. The procedure is illustrated by an application to the NGA ground motion data and models.     

中国数字地震台网的现状和近期发展

中国数字地震台网（CDSN）自20世纪80年代建成并投入运行以来, 有力地促进了我国的数字地震学研究, 扩大并加深了我们对地壳、 地球内部构造和地震震源过程的认识, 从而有助于地震预报和减轻地震灾害的研究工作. 随着世界科学技术的发展, 中美双方于1992年~2001年,对CDSN进行了二期技术改造.本文综述了CDSN二期技术改造的目标和技术内容;ldquo;新一代rdquo;CDSN的技术特性和运行状况;基于CDSN二期技术改造建立的CDSN数据通信系统,研发CDSN数字地震实时分析系统的进展.      

祁连山北缘冲断带西段构造特征

祁连山北缘冲断带是中国较早发现油田的地区之一,近几年来该区油气勘探又获得进一步突破。文中根据近几年得到的地震、钻井、地面露头资料,结合前人研究成果,分析了祁连山北缘冲断带西段的构造特征。祁连山北缘冲断带具有中国西部山前冲断带的共同特征:构造主要定型于喜山期;断层相关褶皱、冲断构造体系发育;冲断带分段分带明显;构造复杂。除此之外,祁连山北缘冲断带西段也有独特的构造特征。由于不同性质盆地的叠合,冲断带走向方向地层组成变化大;冲断带的分段性受控于古构造格局;主要发育横向叠置的多重冲断构造体系。这些特征造成了北缘冲断带油气勘探的复杂性。