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1.
Ivana Tošić Ivana Hrnjak Milivoj B. Gavrilov Miroslava Unkašević Slobodan B. Marković Tin Lukić 《Theoretical and Applied Climatology》2014,117(1-2):331-341
Annual and seasonal variability of precipitation observed at 92 stations in Vojvodina (Serbia) were analyzed during the period 1946–2006. The rainfall series were examined by means of the empirical orthogonal functions (EOF). The first set of singular vectors explains from 68.8 % (in summer) to 81.8 % (in winter) of the total variance. The temporal variability of the time series associated with the main EOF configurations (the principal components, PCs) was examined using the Mann–Kendall test and the spectral analysis. The time series of PC1 revealed decreasing trend in the winter and spring precipitation and increasing trend in the autumn, summer, and annual precipitation. The relationships between the first PC and circulation patterns, such as the North Atlantic Oscillation (NAO), the East Atlantic (EA) pattern, and East Atlantic/West Russia pattern, were also investigated. The PC1, displaying temporal behavior of the first mode, demonstrated evident correspondence with the NAO index in analysis of the annual, winter, and autumn precipitation. Power spectra of the PC1 show statistically significant oscillations of about 3.3 years for the spring precipitation and about 8 and 15 years for the winter precipitation. Comparisons with spectral analysis of authors for some regions in Europe, most of them in the Mediterranean domain, show that similar periodicities are detected. 相似文献
2.
A spectral analysis of Iberian Peninsula monthly rainfall 总被引：2，自引：0，他引：2
J. A. García A. Serrano M. de la Cruz Gallego 《Theoretical and Applied Climatology》2002,71(1-2):77-95
Summary A spectral analysis of Iberian Peninsula monthly rainfall series was carried out. The data set consists of monthly precipitation
records from 40 meteorological observatories over 74 years (1919–1992). The stations are representative of most of the Iberian
Peninsula. The rainfall series were analyzed spatially by means of Principal Component Analysis (PCA) and temporally by means
of the Multi-Taper Method (MTM) of spectral analysis of by Monte-Carlo Singular Spectrum Analysis (MCSSA). The PCA gave six
dominant modes of variation which explain 75% of the variance with each component affecting a different region of the Peninsula.
The spectral analysis showed 7 year oscillations for the dominant pattern and 2.7 and 16 years for the third pattern. The
7-year oscillation seems to be related to other climatic oscillations recorded in the northern hemisphere while the 2.7-year
oscillation could be related to the ENSO phenomenon.
Received July 18, 2000 Revised April 19, 2001 相似文献
3.
R. Tomozeiu A. Busuioc V. Marletto F. Zinoni C. Cacciamani 《Theoretical and Applied Climatology》2000,67(3-4):193-200
Summary The main characteristics of the spatial and temporal variability of summer precipitation observed in 40 rainfall stations
of the Emilia-Romagna region in northern Italy, are analysed for the period 1922 to 1995. Non-parametric tests and Empirical
Orthogonal Function (EOF) analysis were used as tools in order to achieve the paper’s objective. The Pettitt and Mann-Kendall
tests detect shift points and trends in the precipitation time series, respectively, while the EOF analysis reveals the main
characteristics of spatial variability. The Standard Normal Homogeneity Test (SNHT) was used to detect the inhomogeneity of
the data set.
Almost all stations exhibit an increasing trend with a systematic significant upward shift around 1962. The climate signal
is more significant in the north-western, central and north-eastern part of the region, and the spatial extension strongly
depends on the network density and the time period analysed. The change in summer precipitation is mainly due to a change
during August and is confirmed by the SNHT test which does not reveal an inhomogeneity in the series.
The first EOF pattern indicates that a common large-scale process could be responsible for summer precipitation variability
in the Emilia-Romagna region. The second EOF pattern shows an opposite sign of climate variability between north-western and
south-eastern areas. The Apennine mountains show the largest climate variability in the summer precipitation field.
Received March 8, 2000 Revised July 17, 2000 相似文献
4.
基于东北区域1961—2019年245站逐日降水资料,利用经验正交函数方法（EOF）、累计距平方法、滑动t检验、小波分析和相关分析等分析了东北地区初夏（6月）和盛夏（7—8月）降水的时空特征。结果表明：东北盛夏降水主要集中于东北东南部地区,初夏北部和东北部降水量也较多。东北初夏和盛夏降水EOF第一和第四模态分别表现为全区一致和自北向南负—正—负（正—负—正）的变化特征。初夏降水在1972年和1995年左右发生了共两次突变。盛夏降水分别在1966年、1983年和1998年左右发生了共3次突变。东北初夏降水在20世纪80—90年代存在显著的准6 a振荡周期,90年代后期开始准3 a周期较为显著;盛夏降水存在12 a左右的主振荡周期,且20世纪90年代之后3—4 a左右的年际尺度振荡周期显著。通过分时段探讨与降水相关的环流场特征,发现了东北初夏降水受东北冷涡的影响增强,盛夏降水由主要受西太平洋副热带高压影响转为受中纬西风带系统影响为主的新特征。 相似文献
5.
利用中国气象局2 400余个台站观测资料制作的数据集CN05.1中的降水资料、美国国家大气海洋局气候预测中心(NOAA/CPC)扩展重建的海表温度资料(ERSST v4)及美国国家环境预报中心(NCEP)和美国国家大气研究中心(NCAR)联合制作的逐日再分析资料NECP-1中的500 hPa位势高度场资料、850 hPa风场资料及海平面气压场资料,采用经验正交函数分解、功率谱分析等方法,探讨了近50 a江苏省夏季降水变化特征及其与ENSO的关系。结果表明:(1)江苏夏季降水呈现出两种典型的空间分布模态,第一模态呈现了全省降水一致变化的空间分布格局;第二模态反映了江苏省降水南北反向变化的特征。(2)两种降水模态对应的时间序列具有不同的周期。第一模态对应的时间序列存在明显的年际振荡(主周期为4～5 a);而第二模态则存在显著的年代际振荡(主周期为16 a)。(3)El Niňo事件次年江苏省夏季降水整体增多;La Niňa年江苏省夏季降水呈现南涝北旱的空间格局。 相似文献
6.
青藏高原冬春雪深分布与中国夏季降水的关系 总被引：2，自引：0，他引：2
利用SSMR和SSM／I卫星遥感雪深反演资料,通过与高原测站雪深观测资料的对比分析,揭示了高原雪深的时空分布特征,在此基础上对积雪异常年中国夏季降水异常和大气环流进行了对比分析。结果表明,卫星遥感雪深资料可较真实反映出高原积雪的状况,并可反映出高原西部积雪的变化;高原冬、春季积雪EOF分解第1模态具有相同的空间分布,反映了高原冬、春季积雪分布具有相当的一致性,而春季积雪的第2模态则反映高原积雪的东西差异;冬、春季雪深EOF第1模态的时间序列与中国夏季降水的相关分析表明,大致以长江为界,我国东部地区呈现出南涝北旱的分布模态,春季高原东（西）部多（少）雪与东（西）部少（多）雪年的夏季,我国东部降水表现出长江以南（北）地区为大范围的降水偏多（少）。 相似文献
7.
使用观测和多模式集合平均的降水资料,评估全球气候模式对中国降水时空分布特征的模拟能力,并给出21世纪的预估。结果表明：全球气候模式在一定程度上能够再现中国地区降水的分布型,也能模拟出降水的区域性差异。对年降水10年、20年尺度上的周期变化模拟效果较好。21世纪SRES A1B情景下中国年及夏季降水主要模态以全国一致型为主,2045年前后由少雨型转为多雨型;冬季降水为少雨型与多雨型交替出现。 相似文献
8.
利用1965~2000年华北5省市及相邻省73个地面观测站逐月平均降水场及北半球500 hPa高度场、北太平洋海温场资料, 采用奇异值分解 (SVD)、奇异交叉谱 (SCSA) 分析方法, 将华北夏季降水场分别与1月北半球500 hPa高度场、冬季北太平洋海温场进行了诊断分析, 得出奇异向量分布型及相互作用的耦合周期信号。在对前4对奇异向量的分析中发现, 华北夏季降水全区域为正距平时与1月北半球500 hPa高度场PNA遥相关型关系非常密切。ENSO对华北夏季降水的影响确实存在, 但华北夏季降水全区域为正距平时与冬季北太平洋ENSO关系并不明显。同时还找出了华北降水与北半球500 hPa高度、北太平洋海温场相互作用的关键区。在华北各型降水与高度场、海温场关键区相互作用的耦合周期中, 前者以准2~7年振荡为主; 后者则周期较长, 最短周期仍为准2年振荡, 最长周期为准10~11年振荡。以上结论为进一步研究华北夏季降水短期气候预测方法, 提供了参考依据。 相似文献
9.
利用广东省25个台站1980年至2012年4-9月份的降水量资料,采用小波分析、EOF和REOF方法对夏半年降水量的周期振荡、空间异常特征以及时间变化规律进行诊断分析研究。结果表明：广东省夏半年降水总量存在显著的4a、7a和13a周期振荡,且4a周期振荡信号最强,为第一主周期,7a和13a分别为第二、第三主周期。其主要异常模态表现为一致偏少或一致偏多、沿海与内陆反向型。广东省夏半年降水量的异常敏感区域为粤西北区、粤西南区和粤东北区。三个区域近几年夏半年降水量均表现为减少趋势,其中粤东北区降水量减少幅度较大。 相似文献
10.
Summary ¶Trends and low frequency fluctuations relying on 14 observed temperature and precipitation series 1901–1998 from Hungarian sites are presented. The statistical significances of systematic changes are calculated by the t-test for the linear trends and the Mann-Kendall test. Characteristics of long-term fluctuations are investigated by spectrum analysis (Fisher-test), fitting optimum-ranked polynomials as well as illustrated by smoothed curves of 15-point Gauss-filter application.While the increase of mean temperature in Hungary during the 20th century is not significant, the annual precipitation totals have substantially decreased. In the first half of the century mainly the precipitation totals in the transitional seasons decreased. By the second half of the century the seasonal structure of the precipitation trends has altered significantly: there was practically no systematic change in the transitional seasons, but winter precipitation decreased dramatically. The paper makes some comparisons with the same type climatic characteristics of the surrounding geographical regions, the temperature changes of the Northern Hemisphere, as well as discusses the relationship between winter precipitation in Hungary and the North Atlantic oscillation.A significant 50-year oscillation was found in the summer mean temperatures and the annual sums of extreme positive daily temperature anomalies in Hungary. This oscillation seems to be in tune with other processes over the Euro-Atlantic region. A cycle of 3.6 years in the annual precipitation totals was found to be significant at the 0.10 level.Received May 27, 2002; revised October 7, 2002; accepted November 4, 2002
Published online June 4, 2003 相似文献
11.
青藏高原中东部夏季降水主要表现为东北和东南反位相变化的双极型特征。采用经验正交函数(empirical orthogonal function,EOF)分解方法,系统性地评估参与第五次耦合模式比较计划 (Coupled Model Intercomparison Project Phase 5,CMIP5)历史模拟试验的 47 个模式对青藏高原中东部夏季降水双极型变化特征的模拟能力。结果表明,大多数模式基本可以反映青藏高原中东部夏季降水东北部和东南部反位相的变化特征。模式间 EOF 分析结果表明在35°N 以南的东西向模拟偏差是 CMIP5 模式模拟降水空间型态的主要偏差,且大多数模式对时间系数的模拟效果差于空间型态。文中定义了一个综合评估指标 Snew 来定量描述模式对空间型态、时间系数以及方差贡献的综合模拟效果。由定量评估结果来看,MIROC-ESM、HadGEM2-CC 和 ACCESS1-0 (FIO-ESM、 HadGEM2-AO 和 MIROC-ESM-CHEM)模式对观测降水的 EOF1(EOF2)模态的综合模拟能力相对较好,而 GISS 系列模式、CESM1-CAM5 和 MPI-ESM-LR (CMCC-CESM、MPI-ESM-MR 和 GFDL- CM3)模式对观测降水的 EOF1(EOF2)模态的综合模拟效果较差。由 EOF1 和 EOF2 的综合评估结果来看,MIROC-ESM-CHEM模式对观测降水的 EOF1 和 EOF2 模态的综合模拟效果最好。 相似文献
12.
利用1971~2017年新疆100个气象观测站的逐日降雨资料,在降水分级的基础上,采用EOF分解、Mann-Kendall检验、小波分析等方法对新疆夏季降水特征进行研究,结果表明:受天山山脉影响,新疆夏季降水主要集中在天山山脉附近,呈由北向南递减的空间分布特征;近47年新疆区域平均的夏季降水呈持续增长趋势,存在明显的多时间尺度波动,并在1987年发生由少到多的突变;EOF分析的前四个模态依次反映出新疆夏季降水具有整体一致、南-北向相反、东-西向相反以及中部与周边地区相反的变化特征;从空间分布看,新疆夏季各级降水的雨量与雨日均呈现明显上升趋势,其气候变化趋势系数与夏季降水基本一致,表现出北疆大于南疆、西部大于东部、山区多于盆地和谷地的空间分布特征;从时间变化看,新疆区域平均的夏季各级降水的雨量与雨日以上升趋势为主,其中暴雨的上升趋势最为显著,大雨次之,小雨和中雨最弱;新疆区域平均的夏季各级降水均表现出多尺度周期振荡特征。 相似文献
13.
14.
Atmospheric water vapor content(WVC) is a critical factor for East Asian winter precipitation. This study investigates the dominant modes of interannual variability in WVC over East Asia during winter and their underlying mechanisms.Based on the empirical orthogonal function(EOF) method, the leading mode(EOF1, R~2 = 28.9%) of the interannual variability in the East Asian winter WVC exhibits a meridional dipole pattern characterized by opposite WVC anomalies over northeastern China and eastern China; the second mode(EOF2, R~2 = 24.3%) of the interannual variability in the East Asian winter WVC exhibits a monopole pattern characterized by consistent WVC anomalies over eastern China. EOF1 is mainly modulated by two anomalous zonal water vapor transport(WVT) branches over northeastern China and eastern China, which are associated with an anomalous atmospheric wave train over Eurasia affected by sea ice cover in the Kara Sea-Barents Sea(SIC-KSBS) area in the preceding October-November(ON). EOF2 is mainly modulated by an anomalous westerly WVT branch over eastern China, which is associated with a circumglobal atmospheric zonal wave train in the Northern Hemisphere. This circumglobal zonal wave train is modulated by concurrent central and eastern tropical Pacific sea surface temperature anomalies. The SIC-KSBS anomalies in ON and the concurrent SST anomalies over tropical Pacific may partially account for the interannual variability of EOF1 and EOF2 winter WVC, and thus may provide a theoretical basis for improving the prediction of winter climate over East Asia. 相似文献
15.
利用中国东部160个气象观测站1951年-2012年夏季（6-8月）的月平均降水资料,运用EOF分析方法,分析中国东部夏季降水的时空分布特征及其与西太平洋副热带高压的关系。结果表明:（1)夏季,中国东部降水大值区域从华南移到江淮流域,然后到达华北和东北地区。（2) 中国东部夏季降水EOF第一模态空间分布为长江以北与黄河以南地区之间存在一个降水大值雨带, EOF第二模态显示出整个东部沿海地区的降水量以长江为界,长江以南降水偏少,长江以北降水偏多,且江南与江北的降水呈反位相。（3)在西太平洋副热带高压较强的年份,江淮流域降水偏少,华北地区降水偏多;西太平洋副热带高压较弱的年份,江淮流域降水偏多,华南地区降水偏少。 相似文献
16.
Seasonality of the Interaction between Convection over the Western Pacific and General Circulation in the Northern Hemisphere 总被引：2，自引：0，他引：2
The seasonality of the interaction between convection over the western Pacific and general circulation in the Northern Hemisphere (NH) is analyzed in the present paper with singular value decomposition (SVD) and empirical orthogonal function (EOF) analysis approaches, based on 500 hPa monthly mean geopotential height data and high-cloud amount data. The analyses demonstrate that coupled dominant patterns in the interaction between the convection over the western Pacific and the general circulation in NH are different in various seasons. In spring, the convection over the western Pacific is closely related with the western Atlantic (WA) and North Pacific (NP) like patterns of the general circulation in NH, and some associations between the WA and NP like pat?terns and the El Ni?o / Southern Oscillation (ENSO) cycle are also existed. The Pacific Japan (PJ) pattern is the dom?inant pattern in the interaction between the interannual variabilities of the convection over the western Pacific and the general circulation in NH summer. The WA like pattern and 3-4 year period oscillation are also relatively obvious for the summer case. In autumn, the convection over the western Pacific is closely linked with the Eurasian (EU) like pattern and the Atlantic oscillation in the general circulation in NH, it is suggested that in autumn the vitiation of convective activity over the western Pacific is largely affected by the general circulation anomaly (cold air from high latitudes) through EU like teleconnection pattern. Abrupt change happened by the end of 1980’s in the autumn interaction. The strong interaction between the western Pacific (WP) and EU like patterns in the general circulation in NH and the convection over the western Pacific and a linear trend of increasing of this interaction are also suggested in winter. It is also demonstrated that the interaction in summer and winter is stronger than in the transition seasons (spring and autumn). 相似文献
17.
Summary ?The variability of the winter mean precipitation observed at 40 rainfall stations in Emilia-Romagna (a region in northern
Italy) from 1960 to 1995 is examined. The results are compared with those obtained for the whole of Italy using records from
32 stations. Temporal variability of the time series is investigated by means of Mann-Kendall and Pettitt tests, in order
to estimate the presence of trends and “change points”. Before analysis the original precipitation data set have been tested
to detect the inhomogeneity points, using the Standard Normal Homogeneity Test (SNHT). Almost all stations situated in Emilia
Romagna exhibit a significant decreasing trend in winter precipitation during the 1960–1995 period. The same characteristics
are revealed, more significant in the northern and central part of the region, when the stations for all Italy are analysed.
A significant downward shift in the winter precipitation is detected through the Pettitt test in Emilia Romagna, around 1980 at some stations, while the rest of the stations reveal the shift point occurrence around 1985. A significant downward shift in the winter precipitation is detected around 1985, when analysing the time series for all Italy. Spatial variability of winter precipitation is studied using the Empirical
Orthogonal Function. The first pattern indicates that a common large-scale process could be responsible for the winter precipitation
variability. The second EOF pattern shows an opposite sign of climate variability, which highlights the influence of relief
on the precipitation regime. The time series associated with the first precipitation pattern (PC1) at both scales emphasises
a significant decreasing trend and a downward shift point around 1985. The internal structure analysis of the North Atlantic
Oscillation (NAO) index during the 1960–1995 period reveals a significant increasing trend and an upward shift around 1980.
Strong correlation is also detected between PC1 (Emilia Romagna and at the scale of all Italy) and the NAO index. Thus, the
changes detected in the winter precipitation around 1985 could be due to an intensification of the positive phase of the [NAO],
especially after 1980.
Received March 23, 2001; revised February 20, 2002; accepted March 3, 2002 相似文献
18.
The relationships of variations of sea surface temperature anomalies (SSTA) in the South Pacific with ENSO and Southern Hemisphere Annular Mode (SAM) are examined in the present article by employing the NCEP-NCAR reanalysis from 1951 to 2006. Two principal modes of South Pacific SSTA are obtained using the EOF (Empirical Orthogonal Function) analysis for austral winter (June, July and August). Our results suggest that EOF1 is closely related with ENSO and EOF2 links to SAM. The EOF1 varies largely on an interannual and EOF2 on a decadal scale. The time series of coefficients of EOF1 is highly correlated simultaneously with Nino3 index. However, the time series of coefficients of EOF2 is significantly correlated with the March-April-May mean SAM index. Both the EOF1 and EOF2 are found in significant correlation to summer precipitation over China. With higher-than-normal SSTs in the eastern South Pacific and simultaneously lower SSTs in the western South Pacific in June-July-August, the summertime rainfall is found to be less than normal in northern China. As displayed in EOF2 of SSTA, in years with lower-than-normal SSTs in mid-latitude southern and equatorial eastern Pacific and higher-than-normal SSTs in the equatorial middle Pacific in March-April-May, the summer precipitation in August tends to be more than normal in regions south of Yangtze River. 相似文献
19.
20.
平流层30 hPa月平均高度场的气候特征 总被引：5，自引：4，他引：1
采用经验正交函数分解(EOF)方法对NCEP／NCAR全球再分析资料中1958—1997年共40年,30hPa月平均高度和月平均风场进行了分析,讨论了40年平流层的主要特征向量和相应时间系数的变化特征,发现高度场的EOF第一模态具有很好的空间整体性和明显的季节变化。在平流层中,北半球冬季为一较大的环极冷低压,夏季为一以整个半球为规模的环极暖高压。并以1月和7月代表冬、夏季,选取1月和7月的40年资料作为时间序列,用EOF分析了冬、夏季不同的空问振荡型的特征,运用小波分析方法考察了其年际及年代际变化周期。并据此定义了不同的振荡型指数,为以后分析平流层要素场与气候变化的关系奠定了基础。 相似文献