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�ų��  ������  ������  ����  ��Ԫ� 《大地测量与地球动力学》2014,34(6):148-156

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吉林春旱期降水潜在影响因子的分离时间尺度分析   总被引：1，自引：0，他引：1       下载免费PDF全文

吴香华  牛生杰  金德镇  孙海燕 《大气科学学报》2014,37(5):548-557

基于1960—2012年的地面常规气象指标、大尺度气候指数和NOAA气候分析产品,利用功率谱周期分析、时间尺度分离分析和交叉检验的逐步回归分析等,把吉林省春旱期(4—5月)降水量分离成不同时间尺度的值,并在年代际尺度和年际尺度下分别找到显著相关的影响因子。结果表明:吉林春旱期降水存在着2~4 a的年际变化和10 a左右的年代际变化。在年代际尺度上,4月降水与前期3月南半球环球状态指数以及俄罗斯东部高纬地区的低空经向风有关,5月降水与同期北半球环球状态指数和前期4月太平洋中高纬环流有关;在年际尺度上,4月降水与前期3月混合ENSO指数和同期当地相对湿度、华东华北沿海地区的低层经向风有关,5月降水与同期北大西洋涛动指数以及局地相对湿度、地面气压有关。利用选出的影响因子对降水进行预报,估计值和真实值的相关系数分别为0.67(4月)和0.81(5月),且选择合适的影响因子比模型结构更加重要。  相似文献   

Decadal modes of sea surface salinity and the water cycle in the tropical Pacific Ocean: The anomalous late 1990s     

《Deep Sea Research Part I: Oceanographic Research Papers》2014

Limitations in sea surface salinity (SSS) observations and timescale separation methods have led to an incomplete picture of the mechanisms of SSS decadal variability in the tropical Pacific Ocean, where the El Niño Southern Oscillation (ENSO) dominates. Little is known regarding the roles of the North Pacific Gyre Oscillation (NPGO) and the Pacific Decadal Oscillation (PDO) in the large-scale SSS variability over the tropical basin. A self-organizing map (SOM) clustering analysis is performed on the intrinsic mode function (IMF) maps, which are decomposed from SSS and other hydrological fields by ensemble empirical mode decomposition (EEMD), to extract their asymmetric features on decadal timescales over the tropical Pacific. For SSS, an anomalous pattern appeared during 1997 to 2004, a period referred to as the anomalous late 1990s, when strong freshening prevailed in large areas over the southwestern basin and moderate salinization occurred in the western equatorial Pacific. During this period, the precipitation and surface currents were simultaneously subjected to anomalous fluctuations: the precipitation dipole and zonal current divergence along the equator coincided with the SSS increase in the far western equatorial Pacific, while the weak zonal current convergence in the southwestern basin and large-scale southward meridional currents tended to induce SSS decreases there. The dominant decadal modes of SSS and sea surface temperature (SST) in the tropical Pacific both resemble the NPGO but occur predominantly during the negative and positive NPGO phases, respectively. The similarities between the NPGO and Central Pacific ENSO (CP-ENSO) in their power spectra and associated spatial patterns in the tropics imply their dynamical links; the correspondence between the NPGO-like patterns during negative (positive) phases and the CP La Niña (CP El Niño) patterns for SSS is also discussed.  相似文献   

Robust and reliable metamodels for mechanized tunnel simulations     

《Computers and Geotechnics》2014

The main objective of this paper is to construct a robust and reliable metamodel for the mechanized tunnel simulation in computationally expensive applications. To accomplish this, four metamodeling approaches have been implemented and their performance has been systematically evaluated through a comparative study utilizing pure mathematical test functions. These metamodels are quadratic polynomial regression, moving least squares, proper orthogonal decomposition with radial basis functions, and an extended version of the latest approach. This extended version has been proposed by the authors and named proper orthogonal decomposition with extended radial basis functions. After that, a system identification study for mechanized tunneling has been conducted through the back analysis of synthetic measurements. In this study, the best performing metamodel, that is the one suggested by the authors, has been employed to surrogate a complex and computationally expensive 3D finite element simulation of the mechanized tunnel. The obtained results demonstrate that the proposed metamodel can reliably replace the finite element simulation model and drastically reduce the expensive computation time of the back analysis subroutine.  相似文献   

基于二维经验模态分解的地磁基准图制备边界补偿方法          下载免费PDF全文

赵玉新  常帅  李旺 《地球科学》2014,39(11):1617-1624

针对采用矩谐分析方法构建地磁基准图的边界震荡问题, 提出一种基于二维经验模态分解的区域地磁异常数据边界补偿方法.采用二维经验模态分解方法对区域地磁异常数据进行多尺度分解, 对分解所得小尺度本征模态函数分量, 利用总体Hilbert变换法进行瞬时频率和瞬时幅值特征提取, 通过自采样和特征匹配进行边界补偿; 将大尺度分量之和作为趋势项, 利用三角函数方法建立模型并计算边界之外的大尺度磁异常值.实验证明, 相比当前已有方法, 可以更加有效地抑制对区域地磁异常数据进行矩谐分析的边界震荡问题, 稳定提高构建地磁基准图的准确性.   相似文献   

基于热重分析的菱镁矿分解动力学解析     

张强  何宏平  陶奇 《岩石矿物学杂志》2014,33(2):391-396

本文利用热重(TG)分析方法,探讨了菱镁矿的热分解过程。根据热微商(DTG)曲线峰顶温度,结合Kissinger及Ozawa-Doyle方法拟合计算得到菱镁矿热分解的活化能和指前因子(lgA)分别为211.55 kJ/mol和11.07s-1。依次采用单曲线拟合、多元非线性拟合及Malek方法判定得出菱镁矿热分解过程属于三维相界反应模型(R3),其动力学方程为:dα/d T=(1011.07/β)·e-211.55×103/(8.314×T)·3(1-α)2/3。  相似文献   

1470—2008年中国西北干旱地区旱涝变化特征分析   总被引：1，自引：0，他引：1       下载免费PDF全文

万金红  吕娟  刘和平  刘建刚  杨志勇  陈方舟 《水科学进展》2014,25(5):625-631

研究西北干旱地区的旱涝变化规律对于区域抗旱减灾具有重要的现实意义。建立区域综合旱涝指数模型,利用西北4省区19个站点的旱涝等级序列,建立区域综合旱涝指数序列。发现区域在1470—2008年间呈现出干旱频发的态势,且区域内的西部比东部、高海拔地区较低海拔地区更易发生干旱灾害。利用经验模态分解方法处理区域综合旱涝指数序列,发现区域综合旱涝指数变化存在2.5年、7.5年、13.1年、25.7年、77.0年和134.8年等准周期变化。且近539年来,西北干旱地区区域综合旱涝指数呈减小趋势,未来区域干旱综合强度有减轻态势。  相似文献   

贵州省近30a秋风的气候特征分析     

李忠燕  吴战平 《贵州气象》2014,(1):5-9

利用1981—2010年30 a贵州省78站逐日日平均气温数据和NCEP/NCAR逐日的再分析资料,采用合成、EOF分解、傅立叶滤波等方法,分析了贵州省秋风的气候特征。结果表明:贵州省秋风天气强度有自西向东部或向东南部、东北部递减的分布规律。贵州省异常秋风过程次数的空间分布表现为全省各站呈同位相变化,进入2000年后,秋风过程次数由全省秋风偏弱偏少型转为全省秋风偏多偏强型。在环流场上,纬向西风在不断东移的过程中不断分裂出短波槽引导冷空气南下影响贵州,形成秋风天气过程,因而造成的秋风过程时间较长,强度较大。对秋风过程的环流场进行滤波表明:1波对于秋风过程有着十分显著的影响,而1波、2波在时间上的配合对于秋风过程也非常重要。  相似文献   

基于比例整体最小二乘的GPS高程拟合     

楚彬  范东明 《测绘工程》2014,(4):37-39

针对GPS高程拟合过程中GPS基线观测量和水准高程观测量含有误差且残差中误差不相同的情况,在整体最小二乘(TLS)基础上引入比例因子λ来确定残差中误差的大小,即比例整体最小二乘(STLS)。实例计算表明,STLS比TLS和LS能够得到更好的估计参数,高程异常值拟合精度也相应提高。  相似文献   

Towards a comprehensive approach to parameter estimation in land surface parameterization schemes     

Rafael Rosolem  Hoshin V. Gupta  W. James Shuttleworth  Luis Gustavo Gonçalves de Gonçalves  Xubin Zeng 《水文研究》2013,27(14):2075-2097

In climate models, the land–atmosphere interactions are described numerically by land surface parameterization (LSP) schemes. The continuing improvement in realism in these schemes comes at the expense of the need to specify a large number of parameters that are either directly measured or estimated. Also, an emerging problem is whether the relationships used in LSPs are universal and globally applicable. One plausible approach to evaluate this is to first minimize uncertainty in model parameters by calibration. In this paper, we conduct a comprehensive analysis of some model diagnostics using a slightly modified version of the Simple Biosphere 3 model for a variety of biomes located mainly in the Amazon. First, the degree of influence of each individual parameter in simulating surface fluxes is identified. Next, we estimate parameters using a multi‐operator genetic algorithm applied in a multi‐objective context and evaluate simulations of energy and carbon fluxes against observations. Compared with the default parameter sets, these parameter estimates improve the partitioning of energy fluxes in forest and cropland sites and provide better simulations of daytime increases in assimilation of net carbon during the dry season at forest sites. Finally, a detailed assessment of the parameter estimation problem was performed by accounting for the decomposition of the mean squared error to the total model uncertainty. Analysis of the total prediction uncertainty reveals that the parameter adjustments significantly improve reproduction of the mean and variability of the flux time series at all sites and generally remove seasonality of the errors but do not improve dynamical properties. Our results demonstrate that error decomposition provides a meaningful and intuitive way to understand differences in model performance. To make further advancements in the knowledge of these models, we encourage the LSP community to adopt similar approaches in the future. Copyright © 2012 John Wiley & Sons, Ltd.  相似文献