地质灾害的非线性数据处理与建模技术   总被引：3，自引：1，他引：2  

许强  黄润秋 《山地学报》2000,18(Z1):123-127

本文简略地介绍了几种地质灾害数据处理与建模的非线性方法,主要包括GMDH自组织建模技术、神经网络方法。GMDH是一种高阶非线性回归建模方法,它是以简单的二元二次回归方程为基础,通过"代复一代"的"生产"过程,客观、自动地求得实际资料的非线性模型。而神经网络则是用工程技术手段模拟生物神经网络的结构特征和功能特征的一类人工系统。与常规统计方法相比,神经网络最突出的优点为它是通过对网络的学习和训练,来掌握变量之间的非线性关系。因此,其处理复杂问题的能力更强大。实例检验效果表明,这些非线性数据处理与建模技术考虑了地质灾害问题的非线性特性,其比基于常规统计理论的数据处理方法的精度要高得多。  相似文献   

Research on the security of national geospatial data clearinghouse based on ASP     

ZHANG Li GONG Jianya ZHU QingZHANG Li  Ph.D.Candidate  National Laboratory for Information Engineering in Surveying  Mapping  Remote Sensing  WTUSM  Luoyu Road  Wuhan  China 《地球空间信息科学学报》2000,3(3):47-51

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MIDAS-W: a workstation-based incoherent scatter radar data acquisition system     

J. M. Holt  P. J. Erickson  A. M. Gorczyca  T. Grydeland 《Annales Geophysicae》2000,18(9):1231-1241

The Millstone Hill Incoherent Scatter Data Acquisition System (MIDAS) is based on an abstract model of an incoherent scatter radar. This model is implemented in a hierarchical software system, which serves to isolate hardware and low-level software implementation details from higher levels of the system. Inherent in this is the idea that implementation details can easily be changed in response to technological advances. MIDAS is an evolutionary system, and the MIDAS hardware has, in fact, evolved while the basic software model has remained unchanged. From the earliest days of MIDAS, it was realized that some functions implemented in specialized hardware might eventually be implemented by software in a general-purpose computer. MIDAS-W is the realization of this concept. The core component of MIDAS-W is a Sun Microsystems UltraSparc 10 workstation equipped with an Ultrarad 1280 PCI bus analog to digital (A/D) converter board. In the current implementation, a 2.25 MHz intermediate frequency (IF) is bandpass sampled at 1 s intervals and these samples are multicast over a high-speed Ethernet which serves as a raw data bus. A second workstation receives the samples, converts them to filtered, decimated, complex baseband samples and computes the lag-profile matrix of the decimated samples. Overall performance is approximately ten times better than the previous MIDAS system, which utilizes a custom digital filtering module and array processor based correlator. A major advantage of MIDAS-W is its flexibility. A portable, single-workstation data acquisition system can be implemented by moving the software receiver and correlator programs to the workstation with the A/D converter. When the data samples are multicast, additional data processing systems, for example for raw data recording, can be implemented simply by adding another workstation with suitable software to the high-speed network. Testing of new data processing software is also greatly simplified, because a workstation with the new software can be added to the network without impacting the production system. MIDAS-W has been operated in parallel with the existing MIDAS-1 system to verify that incoherent scatter measurements by the two systems agree. MIDAS-W has also been used in a high-bandwidth mode to collect data on the November, 1999, Leonid meteor shower.  相似文献   

A modified ISBA surface scheme for modeling the hydrology of Athabasca River Basin with GCM-scale data     

Ernst Kerkhoven  Thian Yew Gan 《Advances in water resources》2006

A soil–vegetation–atmosphere transfer model (SVAT), interactions between the soil–biosphere–atmosphere (ISBA) of Météo France, is modified and applied to the Athabasca River Basin (ARB) to model its water and energy fluxes. Two meteorological datasets are used: the archived forecasts from the Meteorological Survey of Canada’s Global Environmental Multiscale Model (GEM) and the European Centre for Mid-range Weather Forecasts global re-analysis (ERA-40), representing spatial scales typical of a weather forecasting model and a global circulation model (GCM), respectively. The original treatment of soil moisture and rainfall in ISBA (OISBA) is modified to statistically account for sub-grid heterogeneity of soil moisture and rainfall to produce new, highly non-linear formulations for surface and sub-surface runoff (MISBA). These new formulations can be readily applied to most existing SVATs. Stand alone mode simulations using the GEM data demonstrate that MISBA significantly improves streamflow predictions despite requiring two fewer parameters than OISBA. Simulations using the ERA-40 data show that it is possible to reproduce the annual variation in monthly, mean annual, and annual minimum flows at GCM scales without using downscaling techniques. Finally, simulations using a simple downscaling scheme show that the better performance of higher resolution datasets can be primarily attributed to improved representation of local variation of land cover, topography, and climate.  相似文献   

Feature based image processing methods applied to bathymetric measurements from airborne remote sensing in fluvial environments   总被引：1，自引：0，他引：1  

Patrice E. Carbonneau  Stuart N. Lane  Normand Bergeron 《地球表面变化过程与地形》2006,31(11):1413-1423

Bathymetric maps produced from remotely sensed imagery are increasingly common. However, when this method is applied to fluvial environments, changing scenes and illumination variations severely hinder the application of well established empirical calibration methods used to obtain predictive depth–colour relationships. In this paper, illumination variations are corrected with feature based image processing, which is used to identify areas in an image with a near‐zero water depth. This information can then be included in the depth–colour calibration process, which results in an improved prediction quality. The end product is an automated bathymetric mapping method capable of a 4 m² spatial resolution with a precision of ±15 cm, which allows for a more widespread application of bathymetric mapping. Copyright © 2006 John Wiley & Sons, Ltd.  相似文献   

Efficient seismic response data storage and transmission using ARX model‐based sensor data compression algorithm     

Yunfeng Zhang  Jian Li 《地震工程与结构动力学》2006,35(6):781-788

This paper presents a linear predictor (LP)‐based lossless sensor data compression algorithm for efficient transmission, storage and retrieval of seismic data. Auto‐Regressive with eXogenous input (ARX) model is selected as the model structure of LP. Since earthquake ground motion is typically measured at the base of monitored structures, the ARX model parameters are calculated in a system identification framework using sensor network data and measured input signals. In this way, sensor data compression takes advantage of structural system information to maximize the sensor data compression performance. Numerical simulation results show that several factors including LP order, measurement noise, input and limited sensor number affect the performance of the proposed lossless sensor data compression algorithm concerned. Generally, the lossless data compression algorithm is capable of reducing the size of raw sensor data while causing no information loss in the sensor data. Copyright © 2005 John Wiley & Sons, Ltd.  相似文献   

Influence of long‐period filter cut‐off on elastic spectral displacements     

Sinan Akkar  Julian J. Bommer 《地震工程与结构动力学》2006,35(9):1145-1165

The effect of the long‐period filter cut‐off, T_c, on elastic spectral displacements is investigated using a strong ground‐motion database from Europe and the Middle East. The relation between the filter and oscillator responses is considered to observe the influence of T_c for both analogue and digital records, and the variations with site classification, magnitude, filter order and viscous damping. Robust statistics are derived using the re‐processed European data to generalize the effects of the long‐period filter cut‐off on maximum oscillator deformation demands as a function of these seismological and structural features. Statistics with a 95% confidence interval are derived to suggest usable period ranges for spectral displacement computations as a function of T_c. The results indicate that the maximum period at which spectral displacements can be confidently calculated depend strongly on the site class, magnitude and filter order. The period range where reliable long‐period information can be extracted from digital accelerograms is twice that of analogue records. Copyright © 2006 John Wiley & Sons, Ltd.  相似文献   

基于分布式地质图空间数据库的数据交换策略     

杨林  杜小平  周顺平 《地球科学》2006,31(5):659-662,692

为了解决分布式地质图空间数据库之间的数据共享和一致性维护问题,在MAPGIS7 .0面向地理实体的空间数据模型的基础上,根据地质图空间数据组织和分布的特点设计了一种“横向网格、纵向多级”的分布式多级服务器组网方案,结合该方案提出了一种以地质空间要素类为单位,面向服务的数据交换策略.该策略在国家地质调查空间数据库管理系统中的应用表明:以要素类为基本数据交换单位可以有效地维护分布式地质数据的空间、拓扑和语义的一致性;以服务的方式操作使数据交换能够跨平台、跨操作系统以及适合异构数据库.实践证明,这种策略是适合于分布式地质图空间数据库的一体化组织与管理的.  相似文献   

西南三江南段地球化学数据不同方法处理及应用效果   总被引：4，自引：0，他引：4  

李文昌  李丽辉  尹光候 《矿床地质》2006,25(4):501-510

文章对西南三江南段1∶20万区域地球化学测量数据进行了衬度值、泛克里格、地球化学块体、多重分形(S_A法)、变化及统一背景等多方法处理,计算了Cu、Pb、Zn、Au、Ag等元素异常及相关分析,取得了较好的效果。认为对矿产资源评价靶区的优选和工作部署,多重分形和泛格里格法较为合适,宏观上研究区域地质构造的地球化学特征,宜选择较大半径的衬值异常和泛格里格异常。“变化背景”的异常信息量丰富,对寻找隐伏矿、深埋藏矿有利,对于基性火山岩发育区的高Cu背景,多重分形法不失为一种提取有用信息、压制干扰的有效方法之一。  相似文献   

Multi-offset phase analysis of surface wave data (MOPA)   总被引：1，自引：0，他引：1  

Claudio Strobbia  Sebastiano Foti   《Journal of Applied Geophysics》2006,59(4):300-313

Inaccuracy in the shear wave velocity profile inverted from surface wave data manifests from both modelling error and data uncertainty. An alternative method for dispersion curve evaluation by weighted linear regression of phase-offset data can be applied to both equispaced and non-equispaced data for objective identification of these often overlooked error sources.From field data, near-field effects are noted to at most half a wavelength and lateral discontinuities identified by marked changes in wavenumber with offset. Transition frequencies to dominant higher modes appear lower than when identified from standard plane-wave transform methods. Effects can be discriminated by their frequency, position or offset dependence.When a non-corrupt dispersion curve is extracted, the errors are up to 5% at low frequency. Through theoretical Gaussian error propagation analysis, the resulting shear wave velocity profile shows up to 18% uncertainty at depth.  相似文献