State estimation of tidal hydrodynamics using ensemble Kalman filter

This paper presents a coupling of an ensemble Kalman filter (EnKF) with a discontinuous Galerkin-based, two-dimensional circulation model (DG ADCIRC-2DDI) to improve the state estimation of tidal hydrodynamics including water surface elevations and depth-integrated velocities. The methodology in this paper using EnKF perturbs the modeled hydrodynamics and bottom friction parameterization in the model while assimilating data with inherent error, and demonstrates a capability to apply EnKF within DG ADCIRC-2DDI for data assimilation. Parallel code development presents a unique aspect of the approach taken and is briefly described in the paper, followed by an application to a real estuarine system, the lower St. Johns River in north Florida, for the state estimation of tidal hydrodynamics. To test the value of gauge observations for improving state estimation, a tide modeling case study is performed for the lower St. Johns River successively using one of the four available tide gauging stations in model-data comparison. The results are improved simulations of water surface elevations and depth-integrated velocities using DG ADCIRC-2DDI with EnKF, both locally where data are available and non-locally where data are not available. The methodology, in general, is extensible to other modeling and data applications, for example, the use of remote sensing data, and specifically, can be readily applied as is to study other tidal systems.     

泥浆在地层中的渗透特性试验研究

保持开挖孔（槽）的稳定性是泥浆在地下连续墙、钻孔灌注桩及泥水盾构工法等工程中最重要的作用,是通过泥浆在地层表面形成泥皮,使得泥浆压力平衡地层的土水压力实现的。其中,泥皮的形成是泥浆在地层中的渗透问题。为了探讨泥浆在地层中的渗透规律,采用多组性质不同的泥浆在多种渗透性不同的地层中开展泥浆在地层中的渗透试验,系统地展示了泥浆在地层中不同的渗透现象。渗透完成后泥浆颗粒在地层表面的堆积形态可以分为：泥皮型、泥皮+渗透带型、无泥皮或渗透带3种类型,并且泥浆在地层中的渗透曲线的类型与泥浆颗粒在地层表面的堆积形态的类型有一定的对应关系。泥浆在地层中的渗透试验过程中渗透流量的大小,不仅可以反映泥浆的渗透类型,还可以作为判断是否形成泥皮的标准。     

探地雷达空气回波特点与处理方法

探地雷达发射的电磁波在整个空间传播,存在空气中回波,空气中回波可分为以下3种：直达波、系统振铃、反射回波。直达波位于探地雷达记录的初期很小时间段,对识别地下介质反射影响不大,系统振铃和地表反射体的回波是探地雷达探地工作的主要干扰。空气中反射体的反射回波时距曲线一般有两种形式：双曲线型、线型。可以通过计算介质中电磁波波速来识别反射回波是空气中反射体形成的,还是地下介质反射形成的。应用水平背景移除、二维滤波可以有效滤除探测剖面中的水平和倾斜同向轴干扰信号;利用地下介质和空气中雷达波速进行偏移处理的资料进行对比解释可以有效提高解释的正确性。     

沈阳春夏季大气冰核浓度的观测研究

为了解沈阳地区大气冰核浓度的时空分布状况,2010年起开始对沈阳地区的大气冰核浓度分布进行观测和研究.地面采用Bigg型混合云室法和滤膜法进行冰核气溶胶的采样测量,高空利用辽宁省人工影响天气办公室租用的人工增雨飞机进行滤膜法采样.采样滤膜的处理都是统一在活化温度-15℃及冰面过饱和度20％、水面过饱和度3％的湿度条件下进行的.根据取得的部分观测资料,给出了沈阳春夏季大气冰核的浓度及冰核温度谱分布参数,分析了冰核浓度在3～6月各月以及在不同天气状况下的分布特征,初步给出了大气冰核浓度的尺度谱分布及其随高度的变化.     

卡尔曼滤波在滑坡监测中的应用

针对滑波变形的特点,将滑坡体上的监测点视为一运动点场,提出一种以运动方程为核心、以卡尔曼滤波技术为工具的变形观测数据处理方法,使滑坡的预报成为可能.     

高分辨率SAR影像斑点噪声滤除方法的研究

SAR影像中一般都存在着斑点噪声,它严重干扰了地物信息的提取与SAR影像的应用,影响了地物的判读,因此,抑制SAR影像斑点噪声对SAR影像的应用有着重要意义。本文首先分析了斑点噪声的产生机理及数学模型,然后介绍了滤除斑点噪声的方法,重点介绍了几种局域统计自适应滤波,总结了SAR斑点噪声滤除的两种数学模型作为构造SAR斑点噪声滤除方法的基础,然后针对几种典型的滤波算法进行了对比试验,最后提出了一套对这些滤波斑点噪声滤除效果的定量化评价指标,并运用到试验中,指导SAR影像斑点噪声的滤除以及滤波算法的构造。     

Time-domain identification of dynamic properties of layered soil by using extended Kalman filter and recorded seismic data

A novel time-domain identification technique is developed for the seismic response analysis of soil-structure interaction. A two-degree-of-freedom (2DOF) model with eight lumped parameters is adopted to model the frequency-dependent behavior of soils. For layered soil, the equivalent eight parameters of the 2DOF model arc identified by the extended Kalman filter (EKF) method using recorded seismic data. The polynomial approximations for derivation of state estimators are applied in the EKF procedure. A realistic identification example is given for the layered-soil of a building site in Anchorage, Alaska in the United States. Results of the example demonstrate the feasibility and practicality of the proposed identification technique. The 2DOF soil model and the identification technique can be used for nonlinear response analysis of soil-structure interaction in the time-domain for layered of complex soil conditions. The identified parameters can be stored in a database for use in other similar soil conditions. If a universal database that covers information related to most soil conditions is developed in the future, engineers could conveniently perform time history analyses of soil-structural interaction.     

用一种新滤波函数进行CT图像的局部重建

本文阐述了用一种新型滤波函数进行CT图象局部重建的原理,并给出了这种重建的二次误差估计.本文选用一种新的滤波函数,它的旁瓣衰减很快,经证明在可能选取的滤波函数中,它的衰减是最快的.新滤波函数由于空域的迅速衰减性,因此具有良好的局部重建性质.同时保持该滤波函数的其它特性,能够有效地抑制噪声,补偿混迭效应,并缓解Gibbs效应.应用新滤波函数,忽略远离计算点的数据,从而直接用CBP实现图像局部重建.在计算机上对模拟和实测数据进行局部重建的实验结果表明本文建议的图像局部重建算法简便快速,重建图象Gibbs效应减小并与用全部数据的CBP重建图像比较仍具有较高的空间及密度分辨率.     

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