An assessment of the predictability of the East Asian Subtropical Westerly Jet based on TIGGE data   总被引：1，自引：0，他引：1  

Baiquan Zhou  Ruoyun Niu  Panmao Zhai 《大气科学进展》2015,32(3):401-412

The predictability of the position, spatial coverage and intensity of the East Asian subtropical westerly jet(EASWJ) in the summers of 2010 to 2012 was examined for ensemble prediction systems(EPSs) from four representative TIGGE centers,including the ECMWF, the NCEP, the CMA, and the JMA. Results showed that each EPS predicted all EASWJ properties well, while the levels of skill of all EPSs declined as the lead time extended. Overall, improvements from the control to the ensemble mean forecasts for predicting the EASWJ were apparent. For the deterministic forecasts of all EPSs, the prediction of the average axis was better than the prediction of the spatial coverage and intensity of the EASWJ. ECMWF performed best, with a lead of approximately 0.5–1 day in predictability over the second-best EPS for all EASWJ properties throughout the forecast range. For probabilistic forecasts, differences in skills among the different EPSs were more evident in the earlier part of the forecast for the EASWJ axis and spatial coverage, while they departed obviously throughout the forecast range for the intensity. ECMWF led JMA by about 0.5–1 day for the EASWJ axis, and by about 1–2 days for the spatial coverage and intensity at almost all lead times. The largest lead of ECMWF over the relatively worse EPSs, such as NCEP and CMA, was approximately 3–4 days for all EASWJ properties. In summary, ECMWF showed the highest level of skill for predicting the EASWJ, followed by JMA.  相似文献   

Impact of updraft on neutralized charge rate by lightning in thunderstorms: A simulation case study     

王飞  张义军  郑栋 《Acta Meteorologica Sinica》2015,29(6):997-1010

The rate of neutralized charge by lightning (RNCL) is an important parameter indicating the intensity of lightning activity. The total charging rate (CR), the CR of one kind of polarity (e.g., negative) charge (CROP), and the outflow rate of charge on precipitation (ORCP) are proposed as key factors impacting RNCL, based on the principle of conservation of one kind of polarity charge in a thunderstorm. In this paper, the impacts of updraft on CR and CROP are analyzed by using a 3D cloud resolution model for a strong storm that occurred in Beijing on 6 september 2008. The results show that updraft both promotes and inhibits RNCL at the same time. (1) Updraft always has a positive influence on CR. The correlation coefficient between the updraft volume and CR can reach 0.96. Strengthening of the updraft facilitates strengthening of RNCL through this positive influence. (2) Strengthening of the updraft also promotes reinforcement of CROP. The correlation coefficient between the updraft volume and CROP is high (about 0.9), but this promotion restrains the strengthening of RNCL because the strengthening of CROP will, most of the time, inhibit the increasing of RNCL. (3) Additionally, increasing of ORCP depresses the strengthening of RNCL. In terms of magnitude, the peak of ORCP is equal to the peak of CR. Because precipitation mainly appears after the lightning activity finishes, the depression effect of ORCP on RNCL can be ignored during the active lightning period.  相似文献   

ENSO-independent contemporaneous variations of anomalous circulations in the Northern and Southern Hemispheres: The polar-tropical seesaw mode     

唐卫亚  管兆勇 《Acta Meteorologica Sinica》2015,29(6):917-934

Using the NCEP/NCAR reanalysis and the ENSO indices from the Climate Prediction Center over the period 1978–2014, we have investigated the contemporaneous circulation variations in the Northern and Southern Hemispheres by performing the singular value decomposition analysis of sea level pressure anomalies (SLPA) after the ENSO signal is regressed out. It is found that there exists a polar-tropical seesaw mode (PTSM) that characterizes with the out of phase fluctuations of SLPA between the polar and tropical regions in the Northern and Southern Hemispheres in boreal winter. This PTSM explains 47.74% of the total covariance of SLPA and is almost independent of ENSO. It demonstrates a long-term trend and oscillation cycles of 2–3 and 4–6 yr. The long-term trend in PTSM indicates that the sea level pressure gradually decreases in the tropics and increases in the polar region with time. This PTSM looks roughly symmetric about the equator besides the seesaw pattern of SLPA between the tropics and polar region in each hemisphere. The disturbances in the geopotential height field in association with the PTSM shows baroclinic features in the tropics whereas equivalent barotropic features in the mid and high latitudes in the troposphere. The anomalous thermal forcing in the tropical region is possibly one of the factors facilitating the formation of this PTSM. Significant global precipitation and temperature anomalies related to the PTSM are observed. In the positive PTSM phase, precipitation and temperature are higher than normal in southern Europe and the Mediterranean and surrounding areas, but lower than normal in northern Europe and Siberia. Precipitation is higher than normal while temperature is lower than normal in Northeast Asia. Significant temperature and precipitation anomalies possibly occur in the regions of western China, northern India, parts of North America, parts of subtropical Africa, Maritime Continent, and Antarctic. These results are helpful for better understanding of the circulation variations and the mechanisms behind the interactions between the Northern and Southern Hemispheres and the related winter climate anomalies over globe.  相似文献   

低温雨雪过程的粒子群-神经网络预报模型   总被引：3，自引：0，他引：3       下载免费PDF全文

陆虹  翟盘茂  覃卫坚  金龙  谢敏  钱晰  赵华生 《应用气象学报》2015,26(5):513-524

利用逐日气温和降水量数据、NCEP/NCAR再分析资料以及预报场资料,通过分析提取我国南方区域持续性低温雨雪过程及其预报因子,使用粒子群-神经网络方法建立非线性的统计集合预报模型 (PSONN-EPM),对我国南方区域持续性低温雨雪过程进行预报试验。结果表明:以过程的冷湿程度及影响范围为标准,将低温雨雪过程分为一般过程和严重过程,并建立不同的预报模型效果较好。通过10 d独立样本预报试验看,基于粒子群-神经网络方法建立的集合预报模型比基于逐步回归方法建立的预报模型的预报平均相对误差小,对严重过程预报能力高于对一般过程预报,且这种非线性统计集合建模方法在建模过程中不需要调整神经网络参数,在实际预报业务中值得尝试。  相似文献   

2011—2012年广州高建筑物雷电磁场特征统计   总被引：2，自引：2，他引：0       下载免费PDF全文

王智敏  吕伟涛  陈绿文  齐奇  杨欣怡  张阳  马颖  陈绍东 《应用气象学报》2015,26(1):87-94

为研究不同高度的建筑物对雷电磁场的影响,对2011年7月—2012年8月广州高建筑物雷电观测试验中获取的雷电磁场波形数据进行统计分析,共选取击中14个高建筑物的40次雷电 (均为负极性雷电) 的磁场数据,结果表明:高建筑物对回击磁场峰值有增强作用,且建筑物越高对回击磁场峰值的增强作用越大,高度在200 m以上的建筑物上雷电首次回击磁场峰值的几何平均值是高度在200 m以下的建筑物上的2.4倍;高建筑物雷电回击的磁场波形呈多峰特征;观测到的20次击中200 m以下高建筑物的雷电中,有13次 (65%) 雷电首次回击的磁场波形出现后续峰值比初始峰值大的现象,击中200 m以上高建筑物的14次雷电中有8次 (57%) 出现该现象;40次高建筑物雷电中有22次 (55%) 为多回击雷电,135个回击间隔时间的几何平均值为69.1 ms, 多回击高建筑物雷电中有10次 (45%) 出现继后回击的磁场峰值大于首次回击磁场峰值的现象。  相似文献   

基于雷电临近预警技术的主动防雷应用          下载免费PDF全文

曾金全  朱彪  王颖波  张烨方 《应用气象学报》2015,26(5):610-617

为了使雷电临近预警技术在雷电灾害防御业务中更好地发挥作用,针对电子系统的雷电灾害特点,在传统被动防雷技术基础上,提出基于雷电临近预警的主动防雷技术,应用雷电临近预警和远程控制等技术,开发以B/S结构为架构的雷电临近预警应用系统。对2013年8月—2014年8月福建省泉州市4个无线电监测站的主动防雷应用效果进行两种方法的预警效果检验。检验结果表明:主动防雷技术是对被动防雷技术的一个较好的完善和补充。采用闪电数量对比分析,4个监测站的有效预警率为69%,采用预报评分方法对比分析,4个监测站的平均准确率为53%,对雷电活动发生较为集中的区域预警效果较好,对雷电活动发生较为零散的区域预警效果有所降低。  相似文献   

土壤湿度对卫星辐射率资料直接同化的影响     

杨袁慧  师春香 《大气科学》2015,39(1):37-46

本研究利用WRF模式及其三维变分同化系统实现了对NOAA-16 AMSU-A微波资料的直接同化,针对2010年6月19日江西地区的一次强降水过程开展模拟与同化试验,并利用中国区域土壤湿度同化系统(CLSMDAS—China Land Soil Moisture Data Assimilation System)输出的土壤湿度值替换NCEP(National Centers for Environmental Prediction)资料中的土壤湿度,研究土壤湿度初值对辐射率资料直接同化中观测场与背景场偏差调整的影响。结果表明:采用CLSMDAS输出土壤湿度初值条件下模拟的亮温值与实际观测值更为接近,经过质量控制和偏差订正后更多的观测资料能够进入到同化系统中,说明改进的土壤湿度初值条件下观测算子的计算值得到正的调整,对低层地表通道的改进效果明显,尤其以50.3 GHz的窗区通道3的结果最为理想;针对此次强降水过程中24 h累积降水分布的模拟结果,CLSMDAS输出土壤湿度初值条件下同化AMSU-A资料,能够较为准确的把握整个雨带的走向、大雨以上级别降水的落区范围、降水中心落区及强度等。说明准确的土壤湿度初值能够改进卫星辐射率资料的同化结果,进而提高数值模式的模拟预报能力。  相似文献   

毫米波云雷达功率谱密度数据的检验和 在弱降水滴谱反演中的应用研究   总被引：7，自引：2，他引：5  

刘黎平  谢蕾  崔哲虎 《大气科学》2014,38(2):223-236

本文首先利用数值模拟的方法,分析了利用毫米波云雷达功率谱密度反演雨滴谱时,降水粒子米散射效应、空气湍流、空气上升速度等对雨滴谱和液态水含量等参数反演的影响;建立了功率谱密度处理及其直接反演雨滴谱、液态水含量、降水强度和空气上升速度的方法;并利用2012年7月在云南腾冲观测的二次弱降水数据,采用毫米波雷达和Ku波段微降水雷达观测的回波强度、径向速度垂直廓线以及780 m高度上的功率谱密度对比的方法,以及毫米波云雷达观测的780 m高度上功率谱密度、回波强度与地面雨滴谱计算得到的这些量的对比方法,分析了毫米波雷达数据的可靠性;并将780 m高度上毫米波雷达反演的雨滴谱与地面雨滴谱数据进行了对比,分析了毫米波雷达反演的雨滴谱的准确性;分析了毫米波雷达回波强度偏弱的原因,讨论了该高度以下降水对毫米波雷达衰减的影响。结果表明:空气湍流对弱降水微物理参数反演影响不大,而空气上升速度和米散射效应均对反演结果有一定影响;毫米波雷达观测到的径向速度和功率谱密度与微降水雷达比较一致,回波强度的垂直廓线的形状与微降水雷达也比较一致,但毫米波雷达观测的回波强度偏弱;与雨滴谱计算值相比,毫米波雷达观测的低层的回波强度也偏弱,天线上的积水是造成毫米波雷达回波强度变弱的主要原因。毫米波雷达观测的低层的功率谱密度与地面雨滴谱观测的数据形状比较一致,但有一定的位移。毫米波雷达反演的雨滴谱与地面观测的谱型和粒子大小也比较一致。这些结果初步验证了毫米波雷达观测的功率谱密度及其反演方法的可靠性。  相似文献   

双偏振雷达差分传播相移的五种滤波方法对比分析     

魏庆  ;胡志群  ;刘黎平 《成都信息工程学院学报》2014,(6):596-602

为了对双线偏振雷达的差分传播相移ΦDP进行滤波降噪处理,提高双线偏振雷达识别粒子、估测降水的能力。通过对C波段双线偏振雷达差分传播相移分别采用滑动平均、中值滤波、FIR滤波、卡尔曼滤波和小波分析5种不同方法地介绍,利用中国气象科学研究院灾害天气国家重点实验室移动式C波段双线偏振雷达(POLC)2013年外场试验观测资料,对比分析了经5种方法处理后的差分传播相移ΦDP径向数据,及其分别在降水估测中应用的效果。结果表明:采用FIR滤波方法、卡尔曼滤波方法和小波分析方法对ΦDP径向数据进行处理的效果比传统的滑动平均和中值滤波方法好;其中小波分析处理的ΦDP径向数据波动最小,再经过变距离法拟合的KDP数据的负值能够得到最有效地抑制,最后应用到R(KDP)降水估测中的精度最高。  相似文献   

南支槽与孟加拉湾风暴结合对一次高原暴雪过程的影响   总被引：5，自引：2，他引：3  

索渺清  丁一汇 《气象》2014,40(9):1033-1047

利用NCEP/NcAR逐6 h 1°×1°。再分析资料与常规和非常规观测资料,对2007年11月云南德钦高原暴雪产生的原因进行了研究,探讨南支槽与孟加拉湾风暴结合对高原东南部强烈天气的影响过程。结果表明:(1)在南支槽和孟加拉湾风暴结合的天气尺度条件下,槽前偏南风低空急流受高原大地形阻挡产生的高原切变线是高原暴雪的直接影响系统;(2)由于地形和冷空气的作用,上升运动向北倾斜使高原对流层中上层首先出现上升运动,整层上升运动在高原切变线和次级环流上升支的共同作用下强烈发展。孟加拉湾风暴北上与南支槽结合、高原切变线北移和风暴低压临近使德钦上升运动出现三次增强;(3)南支槽前偏南风低空急流向北输送水汽,部分水汽被抬升到高空,部分水汽绕过高原东南角向下游输送。高空水汽经高原上空沿着高空西风急流向下游远距离输送。高、低空水汽通道不重合往往会影响高原及其下游强降水落区的预报。受高空水汽输送影响,高原东南部纵向岭谷区具有高层大气最先增湿的特征,近地层水汽通量长时间强烈辐合有利于高原暴雪的形成;(4)上游冷空气沿南支西风到达孟加拉湾,促使南支槽加深和维持有利于引导盂加拉湾风暴北上,南支槽前偏南风低空急流把暖湿空气输送上高原,同时横槽转竖冷空气从高原南下,冷暖空气在德钦交汇形成强锋区也是暴雪产生的一个有利条件。(5)高原暴雪的锋区结构具有中纬度锋面天气特征,在暴雪发生的锋区附近,满足倾斜位涡发展和条件性对称不稳定。  相似文献