Fuzzy neural network models for liquefaction prediction

Integrated fuzzy neural network models are developed for the assessment of liquefaction potential of a site. The models are trained with large databases of liquefaction case histories. A two-stage training algorithm is used to develop a fuzzy neural network model. In the preliminary training stage, the training case histories are used to determine initial network parameters. In the final training stage, the training case histories are processed one by one to develop membership functions for the network parameters. During the testing phase, input variables are described in linguistic terms such as ‘high’ and ‘low’. The prediction is made in terms of a liquefaction index representing the degree of liquefaction described in fuzzy terms such as ‘highly likely’, ‘likely’, or ‘unlikely’. The results from the model are compared with actual field observations and misclassified cases are identified. The models are found to have good predictive ability and are expected to be very useful for a preliminary evaluation of liquefaction potential of a site for which the input parameters are not well defined.     

由GPS观测结果推导中国大陆现今水平应变场

以中国大陆及周边近400个GPS测站的水平运动速率为基础，给出了现今地壳水平应变场结果表明:①中国大陆水平应变为西强东弱，剪应变数值大于正应变数值(绝对值)，应变量级一般为10-8/a，局部区域达到10-7/a，但应变分布不均匀；②南北向应变最突出的部位为中国西南部西段的喜马拉雅条带、西北部的36N~42N段及柴达木断块的北缘；③东西向应变西边缘变化最大．此外，由西向东还具有正负交替的变化特征；④REN(东-北向剪切应变)与Rmax(最大剪切应变)数值较大的区域分别是喜马拉雅条带、西北部的36N～42N段、柴达木断块的西部、川滇菱形块体，以及阿拉善、祁连及塔里木断块的交界区；⑤青藏块体周边以面收缩为主，内部则以面膨胀为主．其以北的地区以面收缩为主．西界数值最大，东部数值最小(除燕山构造带外)；⑥西部西区主压应变为南北向，主张应变为东西向．西部东缘区主压应变为近东西向，主张应变为近南北向．川滇菱形块体主应变的方向发生了很大的变化，北部地区为东西压南北张，南部地区则恰好相反；⑦中国大陆的应变模式可能是断块模式与连续模式的组合．此外，小尺度优势应变可能是剪切应变．造成上述结果除与印度板块的碰撞及边界耦合有关外，还与深部物质的活动及地壳介质的物性有密切的关系．必须指出，由于GPS测站在空间上分布的不均匀性，那么，由此而来的应变场，其应变尺度也不一样．      

中国与美国西部平均构造剪应力值的比较

提出了一种估计一个地区平均构造剪应力值的方法．用这种方法，选取哈佛大学公布的1977～1999年共15 993次地震的矩张量数据，估计了美国西部19个地区、中国和邻区43个地区(每个地区为1010范围)的平均环境剪应力值．结果表明，美国西部南加州西部海域和南加州应力最高，达13.7和12.0 MPa，然后向北、向南和向东逐渐递减，但最小也达8.7 MPa，是最高值的63%．中国新疆西北部地区和西藏察隅地区应力水平最高，达17.2和12.9 MPa，比美国高．中国的华北、云南、四川、台湾和美国南加州的应力水平差不多．中国南北地震带的应力水平为13 MPa左右，比南加州略高．两个重要地区的平均剪应力值分布图，提供了地学的基本数据．这些结果可为研究地震活动的大背景提供依据，对研究强地面运动参数(如峰值加速度及反应谱等)的衰减关系也是有用的．      

中国台湾南部及其周边岛屿现今地壳形变的位错模型

通过建立非震形变的位错模型,用混合全局反演方法,拟合了中国台湾南部1990-1995年间的GPS观测资料.根据地质构造和地震观测,构筑了包括6个刚性块体和19个断层的简单模型.反演结果表明,菲律宾海板块以(69±2)mm/a,方向为317°±2°的速度与欧亚板块会聚,其中约一半的会聚率在台东纵谷消耗掉,另外部分则平均分配在其西边的块体交界处.菲律宾海板块和中央山脉地质区均向西北方向挤压,过了中央山脉后,块体运动呈扇形分布,与应力方向一致.西部麓山地质区与滨海平原地质区交界处的断层均以逆冲分量为主,由南向北倾角逐渐变小,断层宽度一般为10km左右,均表现为强锁定,历史上的大地震多发生在这个地区.     

Development of site-specific design ground motions in Western and Eastern North America

This paper presents results recently obtained for generating site-specific ground motions needed for design of critical facilities. The general approach followed in developing these ground motions using either deterministic or probabilistic criteria is specification of motions for rock outcrop or very firm soil conditions followed by adjustments for site-specific conditions. Central issues in this process include development of appropriate attenuation relations and their uncertainties, differences in expected motions between Western and Eastern North America, and incorporation of site-specific adjustments that maintain the same hazard level as the control motions, while incorporating uncertainties in local dynamic material properties. For tectonically active regions, such as the Western United States (WUS), sufficient strong motion data exist to constrain empirical attenuation relations for M up to about 7 and for distances greater than about 10–15 km. Motions for larger magnitudes and closer distances are largely driven by extrapolations of empirical relations and uncertainties need to be substantially increased for these cases.

For the Eastern United States (CEUS), due to the paucity of strong motion data for cratonic regions worldwide, estimation of strong ground motions for engineering design is based entirely on calibrated models. The models are usually calibrated and validated in the WUS where sufficient strong motion data are available and then recalibrated for applications to the CEUS. Recalibration generally entails revising parameters based on available CEUS ground motion data as well as indirect inferences through intensity observations. Known differences in model parameters such as crustal structure between WUS and CEUS are generally accommodated as well. These procedures are examined and discussed.     

Screening model for volatile pollutants in dual porosity soils

This paper develops mass fraction models for transport and fate of agricultural pollutants in structured two-region soils. Mass fraction index models, based on a semi-infinite domain solution, are derived that describe leaching at depth, vapor losses through soil surface, absorption, and degradation in the dynamic- and stagnant-water soil regions. The models predict that leaching is the result of the combined effect of the upward vapor-phase transport relative to downward advection, residence time relative to half-life, dispersion, and lateral diffusive mass transfer. Simulations show that leached fraction of volatile compounds does not always decrease monotonically with increased residence time relative to the pollutant half-life, as a result of complex interactions among the different physical and biochemical processes. The results show that leaching, volatilization, and degradation losses can be affected significantly by lateral diffusive mass transfer into immobile-water regions and advection relative to dispersion (i.e. Peclet number) in the mobile-water regions. It is shown that solute diffusion into the immobile phase and subsequent biochemical decay reduces leaching and vapor losses through soil surface. Potential use of the modified leaching index for the screening of selected pesticides is illustrated for different soil textures and infiltration rates. The analysis may be useful to the management of pesticides and the design of landfills.     

2001年昆仑山口8.1级巨震后中国大陆、云南地震趋势研究

分析研究了2001年11月14日昆仑山口8．1级巨震对中国大陆云南未来几年地震趋势的影响，指出巨震后6年大陆可能仍然处于地震活跃期，其间大陆西部发生7．0级以上大震可能性较大；受2000－2001年欧亚带东南段大震活动过程及巨震调整影响，未来1－3年云南省可能进入新的活跃期，6．5级以上强震危险性增加。     

中国城市与城市发展理论的历史

论述中国自周期以来的城市概念和理论，指出中国城市性质和城市结构的自有特点及其与西方发展经验为基础的城市概念和理论不同，将中国漫长的演变历史分为封建时代，中华人民共和国建立至1978年和1978年以后的改革开放3个时期。3个时期所形成的城市概念和理论，都有中国特色，是中国城市及城市化向前发展的重要的理解和指导基础。     

试论经济全球化对非洲华人经济的影响

经济全球化使越来越多的国家和地区，甚至是一个经济体和一个经济单位都主动或被动地参与到世界经济中来，非洲的华人经济也不例外。鉴于目前有关华人经济的文章主要集中在东南亚地区和美国与欧洲，很少有人探讨过非洲华人经济的情况，所以本文试图通过经济全球化条件下的非洲经济、中非经济关系和华商对非洲的投资，来论述经济全球化对非洲华人经济的影响。     

中外饭店区域集团化特征对比研究

随着饭店业全球化进程的发展，饭店之间的竞争日趋激烈，国际饭店集团的出现使国际旅游市场和饭店业都发生了极大的变化。与中国饭店集团相比，国际饭店集团具有诸多竞争优势，本文将以世界饭店集团300强为例，与中国饭店区域集团化特征进行对比分析，从而为中国饭店业借鉴国际饭店集团成功经验，应对其挑战提供启示。