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BP神经网络方法在地下水动态监测网质量评价中的应用 总被引：3，自引：1，他引：3
本文运用BP神经网络方法构建了地下水动态监测网的质量评价模型，并以甘肃省武威盆地的地下水位监测网为例进行了实例研究。研究表明，在武威和清源附近地下水监测点密度大于0．09／km^2的三个区域，需要进一步调整地下水监测点结构。武威以东、双城以南的地下水位漏斗区和武威以西的山前地带，需要增加地下水监测点。其它地下水监测点密度小于0．03／km^2的地区，则需要根据实际情况而决定。 相似文献
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Establishment of ICL Italian network 总被引：1，自引：1，他引：0
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Hydraulic and mechanical properties of rock masses are largely dependent upon the distribution and variation of fracture areas. Consequently, it is essential to develop good models for analysing the spatial geometric characteristics of fracture fields. The latter, however, may be ascertained only by measuring open cuts or boreholes. The most important factor from the analysis of areas is to be able to determine spatial networks. Without an exhaustive and expensive inventory, the classical methods involving measurements of dip and strike do not provide either a correct estimation of fracture orientations in space, or a good estimation of their distribution. At present, automatic analysis of linear traces on large plane areas is used by several authors1,2 and the field strike and dip measurements are applied only for verification purposes. This method of computing spatial networks is especially suitable because of the nature of data so obtained, since it permits various simulations on computed networks. It is based upon classical methods of vector geometry that involve a measurements data matrix and provide a means of solving a double system of equations. Results are the directional spatial fracture densities. The object of this paper is to define the geometric parameters of this problem and the computation method, to present an example and, finally, to conclude with critical comments supported by certain proposals for a variety of applications. 相似文献
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本文通过对数字台网记录的地震震相和波形的分析,初步比较了模拟台网与数字台网记录波形,认为数字台网地震波震相具有高频成份表现突出,及初动清晰的特点,并对此作了进一步的探讨。 相似文献
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Discontinuities such as fractures or cracks are common in geo-materials. Connectivity is a comprehensive parameter that includes the influence of length, orientation and density of the discontinuities. The main objectives of this paper are to define connectivity based on the statistical geometrical parameters of a network of random discontinuities and to quantify the hydraulic properties of the network using connectivity. An analytical method is first proposed to evaluate connectivity through the density of degree of freedom (DDOF). The analytically estimated DDOF is verified using numerical analysis. DDOF increases with the increases in the mean length, relative orientation and density of the random discontinuity network. Connectivity becomes better and the permeability becomes larger with increasing DDOF. The representative element volume (REV) of a random discontinuity network can be estimated based on connectivity. When a discontinuity network is poorly connected, a REV does not exist when the size of the discontinuity network is smaller than 10 times of the mean length of the discontinuities. When a discontinuity network is normally connected, a REV exists when the REV size is smaller than 10 times of the mean length of the discontinuities. When the discontinuity network is highly connected, the REV size is only 2–4 times of the mean length of the discontinuities. The results indicate that DDOF is a good indicator to quantify the connectivity of a random discontinuity network and the relationship between connectivity and permeability. 相似文献
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地下水观测井网优化设计 总被引：1，自引：0，他引：1
本文比较系统地论述克立金方法的基本思想，结合数学规划方法，推导出克立金方程组，并以现有的神头电厂贮灰场地下水观测井网的质量评价为基础，考虑观测井网优化设计中目的和经费投入量，拟定备选方案，分别计算出估计误差方差分布，经比较分析，选取一个最佳方案，分析结果表明，应用克立金方法可以解决地下水观测井网的优化问题。 相似文献
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用神经网络评价边坡稳定性 总被引：21，自引：0，他引：21
影响边坡稳定性因素是复杂且具有随机和模糊特性。神经网络的性能特征使适用于解决非性的边坡稳定性评价问题，本文建立了边坡稳定性评价的复合网络模型，并利用边坡工程的失稳及稳定实例对网络进行了训练和测试，计算分析表明，网络模型对于评价边坡的稳定性有较好的适用性。 相似文献
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The biogeography of Cretaceous Australian dinosaur fauna has been characterized variously as endemic, cosmopolitan or closely related to other Gondwanan faunas. Over the past decade, a large number of new Australian dinosaur taxa have been described and included in phylogenetic analyses, allowing for new insights into their biogeographical affinities to be obtained. Here, I combine the latest phylogenies of Australian dinosaurs into a supertree that includes as many Australian taxa as possible and apply it to the construction of biogeographical networks of Cretaceous dinosaurs. The results show that the Cretaceous dinosaurs of Australia have a strong connection with South American dinosaurs and to those of other Gondwanan continents via South America. Community detection algorithms indicate that the Gondwanan continents form a community within Cretaceous dinosaur biogeographical networks. The biogeographical affinities between Australia and Laurasia detected in previous studies were largely due to the scarce dinosaur fossil record of Gondwana at that time and to the unstable phylogenetic position of Australian dinosaurs because of the fragmentary nature of their fossils. Continuing discoveries of new Australian taxa and refinement of resulting phylogenetic analyses can further deepen our understanding of the biogeographical history of Australia. 相似文献
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The protection of critical infrastructure from natural and intentional events is a key component of any national security agenda. Protection schemes need to be readily identifiable and adaptable to complex changing environments. In this paper, we identify strategic geographic characteristics that impact the location of detection resources (e.g. sensors) towards the defense of regional critical infrastructure. Specifically, we seek to estimate the relationship between the results of a variation of the traditional shortest path network interdiction problem and geographical characteristics of the transportation infrastructure and the urban environment. Experiments conducted on three distinct transportation networks of different shapes and granularities (New York City—grid, Houston—radial, Boston—hybrid) underline the importance of geographic characteristics such as the proximity to resource location, attacker entry points as well as network coverage. Insights gained from this work are relevant to policy and decision makers to facilitate the development of analytical and decision-support tools capable of identifying resource allocation strategies. We discuss a heuristic-based framework that prioritizes the selection of detection resources, reflecting the importance of geographic characteristics. The findings underline the importance of geographical characteristics for the allocation of resources in a regional setting. 相似文献