大地电磁自适应正则化反演算法   总被引：36，自引：11，他引：36       下载免费PDF全文

陈小斌  赵国泽  汤吉  詹艳  王继军 《地球物理学报》2005,48(4):937-946

针对大地电磁正则化反演中正则化因子的选取困难问题提出了自适应正则化反演算法（Adaptive Regularized Inversion Algorithm, ARIA）. 在该算法中， ①提出了一种新的数据方差处理方法：数据方差规范化，使得数据方差的大小只对数据的拟合发生影响，不对数据目标函数和模型约束目标函数的权重产生影响，从而减少了正则化因子取值的影响因素；②提出了粗糙度核矩阵的概念，并给出了由基本结构插值基函数计算粗糙度核矩阵的公式，使得模型目标函数的构建更为简便、直接；③根据数据目标函数、模型约束目标函数和正则化因子之间的关系，提出了两种正则化因子自适应调节方法. 本文详细阐述了最平缓模型约束下的大地电磁一维连续介质反演的ARIA实现，以几个算例的分析比较来说明ARIA的有效性.  相似文献   

A derived probability distribution approach to stormwater quality modeling     

Jieyun Chen  Barry J. Adams 《Advances in water resources》2007

The closed-form analytical stormwater quality models are developed for simulating urban catchment pollutant buildup and washoff processes. By integrating the rainfall–runoff transformation with pollutant buildup and washoff functions, stormwater quality measures, such as the cumulative distribution functions (CDFs) of pollutant loads, the expected value of pollutant event mean concentrations (EMCs) and the average annual pollutant load can be derived. This paper presents methodologies and major procedures for the development of urban stormwater quality models based on derived probability distribution theory. In order to investigate the spatial variation in model parameters and its impact on stormwater pollutant buildup and washoff processes as well as pollutant loads to receiving waters, an extended form of the original rainfall–runoff transformation which is based on lumped runoff coefficient approach is proposed to differentiate runoff generation mechanisms between the impervious and pervious areas of the catchment. In addition, as a contrast to the aggregated pollutant buildup models formulated with a single lumped buildup parameter, the disaggregated form of the pollutant buildup model is proposed by introducing a number of physically-based parameters associated with pollutant buildup and washoff processes into the pollutant load models. The results from the case study indicate that analytical urban stormwater management model are capable of providing results in good agreement with the field measurements, and can be employed as alternatives to continuous simulation models in the evaluation of long-term stormwater quality measures.  相似文献   

土地利用数据综合中的聚合与融合   总被引：17，自引：1，他引：17  

艾廷华  刘耀林 《武汉大学学报(信息科学版)》2002,27(5):486-492

针对土地利用图中多边形地块具有全覆盖、无重叠、语义上多层次的特点对土地利用数据综合中的地块合并给出了多边形聚合与多边形融合两种操作；前者针对具有同属性的语义邻近地块的合并，后者针对不同属性的拓扑邻近地块的合并；两种操作的区分是基于同时顾及空间、语义特征的邻近分析，算法的实现均建立在Delaunay三角网模型上由骨架线支持；详细讨论了两种操作的算法过程并给出了实际数据的实验结果。  相似文献   

北京及邻区断层形变综合信息函数研究     

樊智勇  武安绪  杨明波  宋治平 《地震地磁观测与研究》2001,22(1):18-22

应用综合信息函数的理论和方法，根据形变观测点的空间非均匀分布和首都圈地区几次强震前形变场的变化规律，考虑各测点的不同地球物理性质，利用近20年来的形变资料，计算了首都圈及邻近地区1995年以来的综合信息函数值，动态地显示了在局部区域内中强地震前，形变异常的演化特征。  相似文献   

Fast Nearest Neighbor Classification Methods for Multispectral Imagery     

Perry J. Hardin  Curtis N. Thomson 《The Professional geographer》1992,44(2):191-202

Nearest neighbor classifiers have not been widely used by remote sensing practitioners. The lack of acceptance of these classifiers may be partially due to their notoriously slow speed of execution which makes them impractical for the classification of mega-pixel images. However, training data reduction, distance measure optimization, and neighbor searching algorithms based on the modified k-d tree can speed nearest neighbor classification substantially.  相似文献   

SAINF: A toolbox for analyzing the effect of point-like,line-like and polygon-like infrastructural features on the distribution of point-like non-infrastructural features     

Atsuyuki?OkabeEmail author  Tohru?Yoshikawa 《Journal of Geographical Systems》2003,5(4):407-413

This paper introduces a GIS-based toolbox, called SAINF, for analyzing the effects of infrastructural features on the distribution of non-infrastructural features. One of the distinct characteristics of SAINF is that it can deal not only with point-like infrastructural features but also line-like (e.g. railways) and polygon-like (e.g. big parks) features. SAINF analyzes these effects with the conditional nearest neighbor distance method and the cross K-function method. First, the paper briefly refers to these methods. Second, the paper illustrates how to use SAINF with an actual example. SAINF can be downloaded via the Internet without charge for non-profit uses.We express our thanks to Exceed Co. Ltd. for helping us program SAINF, and to Miki Arimoto for making the data of high-class apartment buildings and parks in Kiba. This development was partly supported by Grant-in-aid for Scientific Research No. 10202201 (Spatial information science for human and social sciences) and No. 14350327 (Regional supporting network planning for the elderly) by the Ministry of Education, Culture, Sports, Science and Technology of Japan.  相似文献   

基于直方图的遥感图像相似性检索方法比较   总被引：7，自引：0，他引：7  

包倩  郭平 《遥感学报》2006,10(6):893-900

相似性度量是用于研究多源数据之间相似程度的，是对空间数据进行模式识别的基础。通过单波段遥感图像的检索对两组直方图相似性检索方法进行了实验研究，即基于特征向量的相似性度量和基于概率的相似性度量。实验中发现第一组相似度量中有两种以往较少用于遥感图像检索的方法表现出色，它们分别是，统计距离和相似夹角余弦度量。第二组实验中，针对其中包含较明显的目标物体且背景较为单一的遥感图像（其直方图可看作混合高斯分布），在类别可分离判据的基础上，根据K-近邻法则提出了一种计算该类图像之间相似值的方法。实验结果表明基于K-近邻法则的计算方法行之有效。所得出的结论将对多源数据分析中相似性度量的理解与选择有积极意义。  相似文献   

A coupling of mixed and continuous Galerkin finite element methods for poroelasticity II: the discrete-in-time case     

Phillip Joseph Phillips  Mary F. Wheeler 《Computational Geosciences》2007,11(2):145-158

In this paper, we formulate a finite element procedure for approximating the coupled fluid and mechanics in Biot’s consolidation model of poroelasticity. Here, we approximate the pressure by a mixed finite element method and the displacements by a Galerkin method. Theoretical convergence error estimates are derived in a discrete-in-time setting. Of particular interest is the case when the lowest-order Raviart–Thomas approximating space or cell-centered finite differences are used in the mixed formulation and continuous piecewise linear approximations are used for displacements. This approach appears to be the one most frequently applied to existing reservoir engineering simulators.  相似文献   

A coupling of mixed and continuous Galerkin finite element methods for poroelasticity I: the continuous in time case     

Phillip Joseph Phillips  Mary F. Wheeler 《Computational Geosciences》2007,11(2):131-144

In this paper, we formulate a finite element procedure for approximating the coupled fluid and mechanics in Biot’s consolidation model of poroelasticity. Here, we approximate the pressure by a mixed finite element method and the displacements by a Galerkin method. Theoretical convergence error estimates are derived in a continuous in-time setting for a strictly positive constrained specific storage coefficient. Of particular interest is the case when the lowest-order Raviart–Thomas approximating space or cell-centered finite differences are used in the mixed formulation, and continuous piecewise linear approximations are used for displacements. This approach appears to be the one most frequently applied to existing reservoir engineering simulators.  相似文献   

对2005年盛夏十堰市一次连续强降水天气过程的分析     

朱明  姚道强  徐远波  谭永秀  董如根  王立华 《湖北气象》2007,26(3):236-240

使用2005年8月14～23日各层(850、700、500 hPa等)天气图资料,以及有关物理量场资料、雷达回波资料和卫星云图资料,采取天气诊断分析方法,对2005年盛夏十堰市一次连续强降水天气过程进行了分析。结果表明:此次过程是在西太平洋副热带高压、"珊瑚"台风、东南急流、南支低槽、中低层低涡切变线等系统共同影响下形成的;贝加尔湖低槽持续分裂冷空气与副热带高压边缘暖湿气流对峙是该过程能够维持的基本条件;短带状强回波与新生的强对流窄回波带相叠加并维持较长时间,中-β尺度云团在本地发展为中-α尺度云团且受地形作用维持近5 h,使得灾情更趋严重。  相似文献