南海到西太平洋地区水汽输送和山东夏季降水量奇异值分解分析   总被引：5，自引：4，他引：1  

王庆刘诗军  陈延玲周晓英 《气象科技》2003,31(1):11-17

利用奇异值分解(SVD)方法和山东省26个代表站1951～2000年6～8月降水量、NCEP／NCAR再分析1958～1998年1～12月925～300hPa5层月平均比湿和风场资料,分析了山东夏季降水与前期(冬季、春季)及同期(夏季)南海到西太平洋地区水汽输送之间相关场的分布型,从中找出了遥相关的“关键区”,并对找到的“关键区”的可靠性进行了验证。研究表明,山东夏季降水与前期(冬季、春季)和同期(夏季)南海到西太平洋地区水汽输送相关较好,春季的相关程度最高,冬季次之,夏季最小。  相似文献   

A consistent derivation of the wave-energy equation from basic hydrodynamic principles     

Andreas?MalcherekEmail author 《Ocean Dynamics》2003,53(3):302-308

Based on a decomposition of the velocity into mean flow, turbulent and wave components, momentum and hereafter a wave-energy equation is derived. It contains a turbulent energy dissipation term which is closed by applying a wave-related mixing length model and linear wave theory solutions. This closure produces a non-linear turbulent wave-energy dissipation including the wave energy in a 5/2 power law. The theory is able to predict correctly the shape of deep-water wave spectra according to Phillips' similarity law.Responsible Editor: Hans Burchard  相似文献   

A technique to improve the empirical mode decomposition in the Hilbert-Huang transform   总被引：2，自引：0，他引：2  

陈扬波  冯青 《地震工程与工程振动(英文版)》2003,2(1):75-85

The Hilbert-based time-frequency analysis has promising capacity to reveal the time-variant behaviors of a system. To admit well-behaved Hilbert transforms, component decomposition of signals must be performed beforehand. This was first systematically implemented by the empirical mode decomposition (EMD) in the Hilbert-Huang transform, which can provide a time-frequency representation of the signals. The EMD, however, has limitations in distinguishing different components in narrowband signals commonly found in free-decay vibration signals. In this study, a technique for decomposing components in narrowband signals based on waves’ beating phenomena is proposed to improve the EMD, in which the time scale structure of the signal is unveiled by the Hilbert transform as a result of wave beating, the order of component extraction is reversed from that in the EMD and the end effect is confined. The proposed technique is verified by performing the component decomposition of a simulated signal and a free decay signal actually measured in an instrumented bridge structure. In addition, the adaptability of the technique to time-variant dynamic systems is demonstrated with a simulated time-variant MDOF system.  相似文献   

Short and long memory unobserved components in hydrological time series     

Marcella Corduas  Domenico Piccolo 《Physics and Chemistry of the Earth》2006,31(18):1099-1106

In this paper a semiparametric approach is introduced to decompose an ARFIMA model in the long memory and short memory unobserved components. The procedure is based on the DECOMEL method which produces a statistical decomposition by minimizing the Euclidean distance between the spectrum of the aggregated series and the sum of the parametric spectra of the components. The extension to long memory stationary models is achieved defining an approximate model where the fractional operator is replaced by the ratio of two polynomials of order one. The feasibility and performance of the proposed procedure are discussed through a case study.  相似文献   

小波分析在重力界面反演中的应用   总被引：1，自引：0，他引：1  

张会战  方剑  张子占 《武汉大学学报(信息科学版)》2006,31(3):233-236

基于Parker-Oldenburg反演方法，分析了低通滤波器B（K）的不同阈值对位场分离的影响。分别采用小波变换和低通滤波对青藏高原地区布格重力异常进行了位场分解和莫霍面反演，并将反演结果与地震资料作比较。结果表明，在重力位场分解中小波多尺度分解可以代替低通滤波器B（K），避免了闻值的选取。  相似文献   

基于植被-土壤二向反射模型的土壤含水量遥感   总被引：1，自引：0，他引：1  

宋承运  邓孺孺  王中挺 《国土资源遥感》2006,17(3):29-31

以北京地区为例，利用像元信息分解法，定量提取出区域植被盖度，由植被盖度得到区域叶面积指数，在只考虑一次散射的情况下，利用植被-土壤二向反射模型，提取出下层湿润土壤反射率。通过引入粗糙度因子建立起粗糙地表下土壤反射率与叶面积指数的函数关系，进而得出土壤含水量。  相似文献   

基于小波分解和最小二乘支持向量机的西太平洋副高预测模型   总被引：1，自引：1，他引：1       下载免费PDF全文

刘科峰  张韧  于鹏  王彦磊  余丹丹 《热带气象学报》2007,23(5):491-496

用小波分解（WT）和最小二乘支持向量机（LS-SVM）相结合的方法,建立西太平洋副热带高压面积指数的预报模型。该方法首先将西太平洋副热带面积指数（SI）分解为相对简单的带通分量信号,利用LS-SVM建立各分量信号的独立预报模型,然后对预报结果进行集成。为了评估和比较该方法的预报效果和技术优势,最后比较了在同等条件下WT～LS-SVM模型和神经网络、线性回归模型的独立检验预报效果。试验结果表明,该方法具有泛化能力强、预报精度高、训练速度快、稳定性好、便于建模等优点,具有良好的应用前景。  相似文献   

两种坐标转换模型的精度比较     

陈兆林  张书毕  闵珊 《四川测绘》2007,30(5):224-227

本文介绍了两种常用的坐标转换模型和最小二乘配置坐标转换方法,并以徐州市基础测绘北京54和西安80平面坐标的转换为例,比较了二维多项式变换模型和相似变换模型的精度。最后分析了两种模型的优劣。同时,提出了利用QR矩阵分解法来解决最小二乘法矩阵求逆导致的数值不稳定问题。  相似文献   

北半球高纬地区年际尺度循环过程中的气-海-冰相互作用关系     

刘喜迎刘海龙  李薇张学洪  宇如聪俞永强 《气象学报》2007,65(3):384-392

基于一个全球气-海-冰耦合模式数值模拟结果,对北半球高纬度地区年际尺度的气-海-冰相互作用进行了分析。在所使用的全球气-海-冰耦合模式中,大气环流模式和陆面过程模式来自国家气候中心,海洋环流模式和海冰模式来自中国科学院大气物理研究所大气科学和地球流体力学数值模拟国家重点实验室。采用一种逐日通量距平耦合方案实现次网格尺度海冰非均匀条件下大气环流模式和海洋环流模式在高纬地区的耦合。只对50 a模拟结果中的后30 a结果进行了分析。在分析中,首先对滤波后的北半球高纬度地区海平面气压、表面大气温度、海表面温度、海冰密集度及海表面感热通量的标准化距平做联合复经验正交函数分解,取第一模进行重建,然后讨论了在一个循环周期(约4 a)中北半球高纬度地区气-海-冰的作用关系。结果表明:(1)当北大西洋涛动处于正位相时,格陵兰海出现南风异常,使表面大气温度升高,海洋失去感热通量减少,海洋表面温度升高,海冰密集度减小;当北大西洋涛动处于负位相时,格陵兰海出现北风异常,使表面大气温度降低,海洋失去感热通量增多,海洋表面温度降低,海冰密集度增加。巴伦支海变化特点与格陵兰海相似,但在时间上并不完全一致。(2)多年平均而言,北冰洋内部靠近极点区域为冷中心。当北冰洋内部为低压异常时,因异常中心偏向太平洋一侧,使北冰洋内部靠近太平洋部分为暖平流异常,靠近大西洋一侧为冷平流异常。伴随着暖、冷平流异常,这两侧分别出现暖异常和冷异常,海表面给大气的感热通量分别偏少和偏多,上述海区海表面温度分别偏高和偏低,海冰密集度分别偏小和偏大。当北冰洋内部为高压异常时特点正好与上述相反。由上述分析结果可知,在海洋、大气年际循环中,大尺度大气环流变率起主导作用,海洋表面温度和海冰密集度变化主要是对大气环流变化的响应。  相似文献   

Application of statistical method in pollution episode analyses     

Kuang-Jung Hsu  Ching-Chi Wu 《Journal of Atmospheric Chemistry》2007,57(1):19-40

Observed pollutants are of both primary and secondary origins, influenced by local topography and meteorology. Identifying sources and relative contribution often require vast detailed data collection and complicated models. This study applied a statistical time series analysis to two selected pollution events, spring and fall, at two sites in northern Taiwan. Vector moving average representations were used to quantitatively examine relationships among chemical pollutants and estimate their lifetimes. Results from impulse responses show that wind direction change alters the characteristic of pollution observed in opposite sites of Taipei City, from chemical dominant system to transport dominant one and vice versa. Chemicals are clearly separated into photochemical pollutants and primary pollutants. Results pointed out that Taipei City is the major source of photochemical smog, but not these primary pollutants. Derived chemical lifetimes at same location vary from 20% to four times under different meteorological condition. Estimated concentrations of hydroxyl radical range between 2 to 8 × 10⁷ cm⁻³. Photochemical pollutants are responsible for parts of PM10 collected in both station observed. Oxidation of SO₂ is only important in PM10 observed at one station. This study provides a simpler tool to derive information usually from complex models, therefore, is suitable as complement in decision-making process.  相似文献