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1.
运用一种基于神经网络的非线性主成分分析法(NLPCA)对中国1951-2003年53 a春季气温距平场进行分析,结果表明,春季气温异常变率具有显著的非线性特征,当非线性主元u分别取最大值和最小值时,对应的空间气温异常分布型具有显著的非对称性。  相似文献   

2.
运用一种基于神经网络的非线性主成分分析法(nonlinear principal component analysis,NLP-CA)对中国1951—2003年53 a四季气温距平场(surface air temperature anomaly,SATA)进行分析,NLPCA第一模态结果显示中国四季气温异常具有一定的非线性特征,并且具有显著的季节性差异,即春、夏两季的非线性较强,秋、冬两季较弱。一维NLPCA对原始气温距平场的近似比一维PCA(principal component analysis)更好地反映了气温场的实际分布情况。  相似文献   

3.
利用中国东部1990~2000年旬平均土壤湿度、降水和气温观测资料,通过对0~50 cm层次土壤湿度进行旋转主分量分析 (REOF),重点分析了淮河流域土壤湿度的时空分布特征, 并初步研究了土壤湿度与前期、同期和后期不同时段降水与气温的关系。发现春季以30 cm为界,30 cm以上各层土壤湿度异常的第一旋转空间模态十分相似, 其大值中心主要位于淮河流域,而30 cm以下 (30~50 cm) 各层的第二旋转空间模态与之亦十分类似, 因此称该模态为“淮河型”,而夏季和秋季虽然该模态也很显著, 但特征不如春季突出。该模态在各层次土壤中具有明显的持续性特征,均存在40旬左右的显著周期;并与前期和同期降水(气温)呈显著正 (负) 相关关系,与约半年后的降水 (气温) 呈负 (正) 相关关系。  相似文献   

4.
青海高原春季气温异常成因及低温过程诊断分析   总被引:2,自引:0,他引:2  
申红艳  李林  李红梅  张调风  李万志 《气象》2015,41(7):872-880
文章利用1961—2012年青海省气温观测数据、NCEP月平均再分析资料集、国家气候中心74项环流特征量,以及美国国家海洋局和大气管理局的52项气候指数,分析探讨青海高原春季气温异常特征及其影响因子。结果表明:青海高原春季气温呈显著上升趋势,并具有明显的年代际变化特征;北半球冬季欧亚(EU)遥相关型对次年春季青海高原气温异常具有很好的指示意义,当符合EU型分布时,青海春季气温易于偏低;春季乌拉尔山高压脊、东亚大槽、北半球副热带高压和极涡、高原高度场对春季气温具有一定的影响;同时,春季气温对北印度洋的索马里—阿拉伯海—孟加拉湾地区、西北太平洋及赤道中太平洋海温异常具有很好的响应,当上述关键海区海温偏冷(暖)时,易引起冷(暖)春。青海春季的持续低温过程是导致春季气温偏低的直接原因,造成低温过程频发的主要影响系统为贝加尔湖以南地区的低压明显发展时,青海高原处于槽后脊前西北气流中,高原高度场偏低,受频繁性冷空气影响易出现持续性低温过程,而相反该地区高压异常强盛时,青海高原多盛行下沉气流,以晴好天气为主,不利于低温过程的出现。  相似文献   

5.
黄仪方  李跃清 《高原气象》2003,22(Z1):32-39
应用奇异值分解(SVD)技术,研究了青藏高原地面加热场与东亚地区上空500 hPa高度场及其东侧川渝地区春季气温场的时空联系和冷暖异常成因.结果表明前期冬季青藏高原地面加热场与后期春季高度场的第一模态代表了两场间的主要耦合特征,具有显著的时空相关;前期冬季青藏高原地面加热场通过影响后期春季500 hPa高度场,导致高原东侧川渝地区春季气温异常;冬季高原地面加热场强度偏强(弱),则后期春季东亚上空500 hPa高度场偏高(低),川渝地区春季气温偏高(低);加热场-高度场-气温场之间的这种非同步联系,表明冬季青藏高原地面加热场异常,通过影响未来春季大气环流变化,是造成高原东侧川渝地区春季气温异常的重要原因.  相似文献   

6.
我国夏季气温、降水场的时空特征分析   总被引:16,自引:0,他引:16       下载免费PDF全文
黄嘉佑 《大气科学》1991,15(3):124-132
本文用主分量及转动主分量分析方法对我国夏季气温及降水量场(1951—1985年期间)的时空特征进行了研究。从所提取的空间模式中发现气温的解释方差较降水的大,且具有较好的均匀性;从对应的时间分量分析发现气温与降水均具有2—3年的主要变化周期,与东亚大气环流的关系分析中以气温表现较为密切。 对气温和降水场时空特征的稳定性分析表明,无论在持续性、周期性及与东亚大气环流的关系上,进入70年代后均有较明显的变化。比较表明气温场的稳定性较降水为好。 气温场与降水场相互关系分析发现它们有显著的反相关,表现显著的地区为长江中下游、华南及华北等。  相似文献   

7.
采有英国Hadley中心的GISST海冰面积资料,NCFP/NCAR再分析资料以及中国160站气温和降水资料,分析了春季格陵兰海冰面积与夏季中国区域气温和降水的关系。初步研究表明,春季格陵兰海冰面积变化和随后夏季我国黄河长江中下游之间地区气温以及8月份华北和西南地区降水呈明显正相关,而和6月黄河中上游地区降水则具有明显的负相关。同时,春季格陵兰海冰异常时期对应着北半球大气环流的明显主为化,表明海冰与我国气温及降水之间的联系具有一定的环流背景。  相似文献   

8.
徐同  郭品文 《气象与减灾研究》2007,30(4):9-13,F0002
运用一双排套装的非线性神经网络统计模型,讨论了中国冬季气温对ENSO事件的非线性响应特征。结果表明,响应具有较明显的非线性特征,且这种非线性主要表现在振荡强度的差异上,即气温对El Nino事件的响应程度强于对La Nina事件的响应。El Nino位相下,气温的正距平中心主要出现在东北、江淮、福建以及新疆南部;La Nina位相下,上述地区气温出现负距平中心,但振荡强度较弱。气温对ENSO的响应可分为线性响应部分和非线性响应部分,其中非线性响应解释的方差约占线性响应的2/5,因此非线性响应的作用不可忽视。  相似文献   

9.
非线性主成分分析在中国四季降水异常分布中的应用   总被引:1,自引:0,他引:1  
利用中国160站逐月降水资料,运用一种基于前馈型人工神经网络的非线性主成分分析方法(nonlinear principal component analysis,NLPCA)研究了中国近50 a四季降水异常分布的非线性特征.结果表明,NLPCA有能力表示出更一般的低维结构特征.四季降水的异常分布都具有一定的非线性相关空间结构,其中春夏季节非线性较强,秋冬季节稍弱;四季降水距平的一维NLPCA近似在非线性主成分取极端相反位相时,对应的空间分布型表现出明显的不对称性.四季降水异常的一维NLPCA近似都比传统一维PCA的近似逼真,且存在季节变化.  相似文献   

10.
郭艳君  倪允琪 《气象》1998,24(6):11-16
利用月平均OLR、降水和气温资料,研究了ENSO期间赤道太平洋对流活动与我国夏季降水和气温的关系。结果表明:春季、夏季中、西太平洋对流活动异常与我国夏季江淮地区的降水有密切关系;春季和前一年冬季西太平洋对流活动异常与东北地区夏季降水有显著相关。前一年冬季中、西太平洋对流活动异常与我国降水的显著相关区是不同的,前者为华南、西南地区,后者为东北至内蒙古一带。气温与同期中、西太平洋对流活动的相关不显著。  相似文献   

11.
The spatial and temporal variations of daily maximum temperature(Tmax), daily minimum temperature(Tmin), daily maximum precipitation(Pmax) and daily maximum wind speed(WSmax) were examined in China using Mann-Kendall test and linear regression method. The results indicated that for China as a whole, Tmax, Tmin and Pmax had significant increasing trends at rates of 0.15℃ per decade, 0.45℃ per decade and 0.58 mm per decade,respectively, while WSmax had decreased significantly at 1.18 m·s~(-1) per decade during 1959—2014. In all regions of China, Tmin increased and WSmax decreased significantly. Spatially, Tmax increased significantly at most of the stations in South China(SC), northwestern North China(NC), northeastern Northeast China(NEC), eastern Northwest China(NWC) and eastern Southwest China(SWC), and the increasing trends were significant in NC, SC, NWC and SWC on the regional average. Tmin increased significantly at most of the stations in China, with notable increase in NEC, northern and southeastern NC and northwestern and eastern NWC. Pmax showed no significant trend at most of the stations in China, and on the regional average it decreased significantly in NC but increased in SC, NWC and the mid-lower Yangtze River valley(YR). WSmax decreased significantly at the vast majority of stations in China, with remarkable decrease in northern NC, northern and central YR, central and southern SC and in parts of central NEC and western NWC. With global climate change and rapidly economic development, China has become more vulnerable to climatic extremes and meteorological disasters, so more strategies of mitigation and/or adaptation of climatic extremes,such as environmentally-friendly and low-cost energy production systems and the enhancement of engineering defense measures are necessary for government and social publics.  相似文献   

12.
Observed daily precipitation data from the National Meteorological Observatory in Hainan province and daily data from the National Centers for Environmental Prediction/National Center for Atmospheric Research (NCEP/NCAR) reanalysis-2 dataset from 1981 to 2014 are used to analyze the relationship between Hainan extreme heavy rainfall processes in autumn (referred to as EHRPs) and 10–30 d low-frequency circulation. Based on the key low-frequency signals and the NCEP Climate Forecast System Version 2 (CFSv2) model forecasting products, a dynamical-statistical method is established for the extended-range forecast of EHRPs. The results suggest that EHRPs have a close relationship with the 10–30 d low-frequency oscillation of 850 hPa zonal wind over Hainan Island and to its north, and that they basically occur during the trough phase of the low-frequency oscillation of zonal wind. The latitudinal propagation of the low-frequency wave train in the middle-high latitudes and the meridional propagation of the low-frequency wave train along the coast of East Asia contribute to the ‘north high (cold), south low (warm)’ pattern near Hainan Island, which results in the zonal wind over Hainan Island and to its north reaching its trough, consequently leading to EHRPs. Considering the link between low-frequency circulation and EHRPs, a low-frequency wave train index (LWTI) is defined and adopted to forecast EHRPs by using NCEP CFSv2 forecasting products. EHRPs are predicted to occur during peak phases of LWTI with value larger than 1 for three or more consecutive forecast days. Hindcast experiments for EHRPs in 2015–2016 indicate that EHRPs can be predicted 8–24 d in advance, with an average period of validity of 16.7 d.  相似文献   

13.
Based on the measurements obtained at 64 national meteorological stations in the Beijing–Tianjin–Hebei (BTH) region between 1970 and 2013, the potential evapotranspiration (ET0) in this region was estimated using the Penman–Monteith equation and its sensitivity to maximum temperature (Tmax), minimum temperature (Tmin), wind speed (Vw), net radiation (Rn) and water vapor pressure (Pwv) was analyzed, respectively. The results are shown as follows. (1) The climatic elements in the BTH region underwent significant changes in the study period. Vw and Rn decreased significantly, whereas Tmin, Tmax and Pwv increased considerably. (2) In the BTH region, ET0 also exhibited a significant decreasing trend, and the sensitivity of ET0 to the climatic elements exhibited seasonal characteristics. Of all the climatic elements, ET0 was most sensitive to Pwv in the fall and winter and Rn in the spring and summer. On the annual scale, ET0 was most sensitive to Pwv, followed by Rn, Vw, Tmax and Tmin. In addition, the sensitivity coefficient of ET0 with respect to Pwv had a negative value for all the areas, indicating that increases in Pwv can prevent ET0 from increasing. (3) The sensitivity of ET0 to Tmin and Tmax was significantly lower than its sensitivity to other climatic elements. However, increases in temperature can lead to changes in Pwv and Rn. The temperature should be considered the key intrinsic climatic element that has caused the "evaporation paradox" phenomenon in the BTH region.  相似文献   

14.
Storms that occur at the Bay of Bengal (BoB) are of a bimodal pattern, which is different from that of the other sea areas. By using the NCEP, SST and JTWC data, the causes of the bimodal pattern storm activity of the BoB are diagnosed and analyzed in this paper. The result shows that the seasonal variation of general atmosphere circulation in East Asia has a regulating and controlling impact on the BoB storm activity, and the “bimodal period” of the storm activity corresponds exactly to the seasonal conversion period of atmospheric circulation. The minor wind speed of shear spring and autumn contributed to the storm, which was a crucial factor for the generation and occurrence of the “bimodal pattern” storm activity in the BoB. The analysis on sea surface temperature (SST) shows that the SSTs of all the year around in the BoB area meet the conditions required for the generation of tropical cyclones (TCs). However, the SSTs in the central area of the bay are higher than that of the surrounding areas in spring and autumn, which facilitates the occurrence of a “two-peak” storm activity pattern. The genesis potential index (GPI) quantifies and reflects the environmental conditions for the generation of the BoB storms. For GPI, the intense low-level vortex disturbance in the troposphere and high-humidity atmosphere are the sufficient conditions for storms, while large maximum wind velocity of the ground vortex radius and small vertical wind shear are the necessary conditions of storms.  相似文献   

15.
正While China’s Air Pollution Prevention and Control Action Plan on particulate matter since 2013 has reduced sulfate significantly, aerosol ammonium nitrate remains high in East China. As the high nitrate abundances are strongly linked with ammonia, reducing ammonia emissions is becoming increasingly important to improve the air quality of China. Although satellite data provide evidence of substantial increases in atmospheric ammonia concentrations over major agricultural regions, long-term surface observation of ammonia concentrations are sparse. In addition, there is still no consensus on  相似文献   

16.
《大气和海洋科学快报》2014,7(6):F0003-F0003
AIMS AND SCOPE
Atmospheric and Oceanic Science Letters (AOSL) publishes short research letters on all disciplines of the atmosphere sciences and physical oceanography. Contributions from all over the world are welcome.  相似文献   

17.
《大气和海洋科学快报》2014,(5):F0003-F0003
AIMS AND SCOPE Atmospheric and Oceanic Science Letters (AOSL) pub- lishes short research letters on all disciplines of the atmos- phere sciences and physical oceanography. Contributions from all over the world are welcome.  相似文献   

18.
19.
正Aims Scope Advances in Atmospheric Sciences(AAS)is an international journal on the dynamics,physics,and chemistry of the atmosphere and ocean with papers across the full range of the atmospheric sciences,co-published bimonthly by Science Press and Springer.The journal includes Articles,Note and Correspondence,and Letters.Contributions from all over the world are welcome.  相似文献   

20.
Editorial          下载免费PDF全文
As we will soon celebrate the 90th anniversary of the founding of the Chinese Meteorological Society (CMS),Acta Meteorologica Sinica (AMS),which was originally named as Bulletin of the Chinese Meteorological Society,has gone through 89 years of development and excitement since her first issue in July 1925.According to archived documents (CMS Editorial Committee,1925),AMS was founded to report the research findings of Chinese meteorologists,record their recommendations for improving meteorological services,and share their common meteorological interests in order to promote the growth of AMS such that more members could be inspired to conduct atmospheric research and meteorological knowledge would be better disseminated to and benefit the general public.By upholding and carrying forward this purpose,AMS has published many highly valuable scientific papers.Some could be treated as classical articles,which have produced important influences on both domestic and international meteorological communities and the related fields.  相似文献   

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