Artificial neural network forward modelling and inversion of electrokinetic logging data     

N. Ardjmandpour  C. Pain  J. Singer  J. Saunders  E. Aristodemou  J. Carter 《Geophysical Prospecting》2011,59(4):721-748

An artificial neural network method is proposed as a computationally economic alternative to numerical simulation by the Biot theory for predicting borehole seismoelectric measurements given a set of formation properties. Borehole seismoelectric measurements are simulated using a finite element forward model, which solves the Biot equations together with an equation for the streaming potential. The results show that the neural network method successfully predicts the streaming potentials at each detector, even when the input pressures are contaminated with 10% Gaussian noise. A fast inversion methodology is subsequently developed in order to predict subsurface material properties such as porosity and permeability from streaming potential measurements. The predicted permeability and porosity results indicate that the method predictions are more accurate for the permeability predictions, with the inverted permeabilities being in excellent agreement with the actual permeabilities. This approach was finally verified by using data from a field experiment. The predicted permeability results seem to predict the basic trends in permeabilities from a packer test. As expected from synthetic results, the predicted porosity is less accurate. Investigations are also carried out to predict the zeta potential. The predicted zeta potentials are in agreement with values obtained through experimental self potential measurements.  相似文献   

Hydropower licensing and climate change: Insights from cooperative game theory   总被引：3，自引：0，他引：3  

Kaveh Madani 《Advances in water resources》2011,34(2):174-183

Cooperative game theory solutions can provide useful insights into how parties may use water and environmental resources and share any benefits of cooperation. Here, a method based on Nash and Nash-Harsanyi bargaining solutions is developed to explore the Federal Energy Regulatory Commission (FERC) relicensing process, in which owners of non-federal hydropower projects in the United States have to negotiate their allowable operations, with other interest groups (mainly environmental). Linkage of games to expand the feasible solution range and the “strategic loss” concept are discussed and a FERC relicensing bargaining model is developed for studying the bargaining stage (third stage) of the relicensing process. Based on the suggested solution method, how the lack of incentive for cooperation results in long delay in FERC relicensing in practice is explained. Further, potential effects of climate change on the FERC relicensing are presented and how climate change may provide an incentive for cooperation among the parties to hasten the relicensing is discussed. An “adaptive FERC license” framework is proposed, based on cooperative game theory, to improve the performance and adaptability of the system to future changes with no cost to the FERC, in face of uncertainty about future hydrological and ecological conditions.  相似文献   

安徽铜陵狮子山矿田铜、金共生与分离的热力学研究   总被引：4，自引：0，他引：4       下载免费PDF全文

徐晓春  楼金伟  谢巧勤  肖秋香  梁建锋  褚平利 《地质学报》2011,85(5):731-743

狮子山矿田是安徽铜陵矿集区内最具代表性的大型铜金多金属矿田.矿田内铜、金矿床或矿体既各自独立产出,义相互共生或伴生,铜矿化和金矿化在时间上和空间上存在既共生又分离的现象.本文选择矿田内代表性铜矿床和金矿床开展系统的流体包裹体地球化学研究,并进行成矿流体中铜、金溶解度的热力学理论计算和1分析,探索铜、金共生与分离的机制和...  相似文献   

基于模糊理论和典型线路的地质灾害评价的GIS方法研究   总被引：1，自引：0，他引：1  

胡圣武 《测绘科学》2011,36(4):86-88,65

根据影响区域地质灾害发生的地质因素、地形因素、诱发因素和人为因素,建立区域地质灾害评价指标体系,对典型线路穿越的评价试验区进行地质灾害区域评价.由于地质灾害数据不仅含有不确定性而且还有复杂的模糊性,因而选用模糊评价方法.本文主要通过选取典型线路,采用模糊综合评判,利用GIS来进行,该研究结果表明是科学的、合理的和客观的...  相似文献   

基于力学思想的空间聚类有效性评价     

刘启亮  邓敏  彭东亮  王佳璆 《武汉大学学报(信息科学版)》2011,(8):982-986,990

从力学的角度来考虑空间聚类问题,并结合地理学基本规律提出了一种基于力学思想的空间聚类有效性评价指标(简称SCV)。实验分析表明,本文提出的评价指标能够更准确、高效地对二维地理空间数据的硬聚类结果进行有效性评价。  相似文献   

渭北台塬县级城市空间扩张的分形研究     

邢海虹  马彩虹 《地域研究与开发》2015,(2):91-95

基于RS与GIS技术,采用分形理论对渭北台塬县级城市空间扩张特征进行分析。结果表明:1990—2010年台塬区县级城市加速扩张,总面积扩大了2.86倍,年均增长率达8.7%。1990,2000,2010年县级城市空间形态分维值均值分别为1.08,1.09,1.21,变异系数分别为3.06,3.09,3.93,城市空间形态总体简单但渐趋复杂且不断分化。异速生长模型标度因子b值均小于1,人均城市空间较为合理但远未达到最优状态。1990—2000年城市以填充型扩张为主,2000—2010年以外延型扩张为主,用地集约性呈下降趋势。空间上,铜川塬、宝鸡塬扩张较快,人地关系较差;咸阳塬扩张最快,人地关系一般;渭南塬扩张相对较慢,人地关系较优。总体上,亟待加强城市规划以构建节约型城市空间增长模式。  相似文献   

基于“点—轴系统”理论的城市群边界识别   总被引：9，自引：3，他引：6  

高晓路  许泽宁  牛方曲 《地理科学进展》2015,34(3)

合理界定城市群的边界是认识和研究城市群的必然要求,也是通过空间规划落实区域功能空间布局和发展指向的基础条件。然而,社会各界对城市群的概念尚未达成统一的认识,对城市群空间范围的理解更是莫衷一是。为此,本文从经济地理学的"点—轴系统"理论出发,对城市群的概念进行了梳理,并提出判别城市群边界的4个步骤:一是分析对象区域是否存在若干发育良好的中心城市;二是分析这个区域的城市体系是否健全,是否具有较好的资源和环境条件;三是分析城市之间是否具有较强的社会经济联系,使之具有一体化发展的社会经济基础;四是通过对城市群实际生长边界的判别,对"点—轴系统"的发育程度进行评估,从而对该区域是否已经形成城市群进行判断。较之以往的学术研究,强调城市群的发育程度也应该作为城市群判别的重要条件,同时,也通过POI数据的Densi-Graph分析提出了判别城市群发育程度的方法。基于此,对京津冀及全国主要地区城市群的形成和发育进行了分析。结果表明,长三角城市群和珠三角城市群发展较为成熟,京津冀城市群一体化程度较之偏低,长江中游城市群和成渝城市群则尚处于形成阶段。这些结论对于客观认识城市群以及制定城市群未来发展的目标和战略具有重要意义,可为多层次的空间规划和管理政策提供参考。  相似文献   

Determination of allowable subgrade frost heave with the pavement roughness index in numerical analysis     

HongYan M  Feng Zhang  DeCheng Feng  Bo Lin 《寒旱区科学》2015,7(5):587-593

Frost heave is an upward swelling of soil during cryogenic conditions in cold regions. It is caused by the accumulation of ice crystals in subgrade soil, which grow upwards when freezing temperatures penetrate into the subgrade. This study establishes the allowable soil subgrade frost heave based on the roughness standard of asphalt pavement in China, and aims to balance the pavement design and frost heave resistance of subgrades in cold regions. We formulated a mechanical model of pavement supported by the boundary conditions of differential frost heave, based on the elastic layered system theory. The differential soil subgrade frost heave was modeled as a sinusoidal function, and the allowable frost heave and the roughness index were modeled as the displacement boundaries for the top and bottom of the pavement structure. Then the allowable frost heave was back-calculated according to the roughness standard. Numerical results show that the allowable frost heave depends on the pavement structure, material properties, the highway grade, and other factors. In order to ensure that the actual soil subgrade frost heave is lower than the allowable frost heave, pavement structures and materials need to be selected and designed carefully. The numerical method proposed here can be applied to establish the frost heave resistance of subgrade when the pavement structure and materials are determined.  相似文献   

水平轴潮流能叶轮尖速比特性分析研究   总被引：1，自引：1，他引：0  

王兵振  廖微  张巍 《海洋工程》2015,33(6):100-105

针对设计尖速比对水平轴潮流能叶轮动力特性的影响问题开展研究工作。基于叶素-动量理论建立叶轮动力特性仿真模型,以叶片数量分别为2、3、4的叶轮为对象,考察设计尖速比对叶轮的功率系数的影响。研究结果表明:设计尖速比越大的叶轮,其最大效率也越高;叶片数量多的叶轮,其功率系数略优于叶片数量少的叶片。结合分析结果,给出了水平轴潮流能叶轮的设计尖速比的选择建议。  相似文献   

应用描述词汇约简的OGC地理信息服务演绎推理   总被引：1，自引：1，他引：0  

苗立志  胥婕  周亚  程文超 《测绘学报》2015,44(9):1029-1035

针对OGC地理信息服务在地理空间知识的有效组织和表达方面的能力比较弱,缺乏对服务信息的描述,数据丰富而知识缺乏,致使已有的数据在知识的表示和检索上存在缺陷,通过引入地理本体,按照基础地理信息要素分类,对地理信息服务的关键描述词汇进行提取,构建了地理信息服务本体库和实例数据库,应用粗糙集理论建立关键描述词汇约简模型,基于该模型实现了对地理信息服务实例数据库进行知识约简,形成最优实例数据库。最后应用地理信息服务本体库和实例数据库,基于演绎推理模型开发实例原型系统,实现了对地理信息服务对象的语义检索和推理,并通过试验从查全率和查准率两个指标验证了该方法的可行性、有效性和准确性。  相似文献