Predictability of the summer East Asian upper-tropospheric westerly jet in ENSEMBLES multi-model forecasts     

Chaofan Li  Zhongda Lin 《大气科学进展》2015,32(12):1669-1682

The interannual variation of the East Asian upper-tropospheric westerly jet(EAJ) significantly affects East Asian climate in summer. Identifying its performance in model prediction may provide us another viewpoint,from the perspective of uppertropospheric circulation,to understand the predictability of summer climate anomalies in East Asia. This study presents a comprehensive assessment of year-to-year variability of the EAJ based on retrospective seasonal forecasts,initiated from1 May,in the five state-of-the-art coupled models from ENSEMBLES during 1960–2005. It is found that the coupled models show certain capability in describing the interannual meridional displacement of the EAJ,which reflects the models' performance in the first leading empirical orthogonal function(EOF) mode. This capability is mainly shown over the region south of the EAJ axis. Additionally,the models generally capture well the main features of atmospheric circulation and SST anomalies related to the interannual meridional displacement of the EAJ. Further analysis suggests that the predicted warm SST anomalies in the concurrent summer over the tropical eastern Pacific and northern Indian Ocean are the two main sources of the potential prediction skill of the southward shift of the EAJ. In contrast,the models are powerless in describing the variation over the region north of the EAJ axis,associated with the meridional displacement,and interannual intensity change of the EAJ,the second leading EOF mode,meaning it still remains a challenge to better predict the EAJ and,subsequently,summer climate in East Asia,using current coupled models.  相似文献   

黄淮地区夏季日降水分区概率预报方法研究     

赵琳娜  董航宇  吴亮  王彬雁  白雪梅  党皓飞 《气象》2015,41(12):1503-1513

利用我国黄淮地区1961—2010年50年6—8月的日降水资料,采用REOF和t检验的方法,将中国黄淮地区夏季降水分成Ⅰ—Ⅴ区。5个区域进行差异性t检验表明5个区域之间（彼此）差异显著,说明了区域划分的正确性。在此基础上利用1999—2007年6—8月站点日降水资料以及CFSv2模式后预报的日降水资料建立了5个区域内共5个代表站点的夏季日降水概率预报方程,并进行了确定性、概率性预报检验和业务试用检验。对各区域内5个代表站日降水量的确定性预报检验表明：Logistic回归降水概率预报方程的TS评分要高于CFSv2模式预报和T213的集合预报平均,空报率也低于CFSv2模式预报和T213集合预报平均,但是漏报率却略高。各区域代表站日降水量的概率预报Brier评分检验表明：Brier评分均不超过0.2,大大低于T213集合预报所得概率预报的Brier评分分值,说明本文Logistic回归方程的概率预报较为可靠。Brier技巧评分表明：Logistic回归降水概率预报方程各站的BSS技巧评分都大于0.0,说明各站的预报技巧高于检验样本气候概率的预报技巧,且高于T213集合预报的Brier技巧评分,说明在分区基础上建立Logistic回归降水概率预报方程的方法是有预报意义的。  相似文献   

“频率匹配法”在集合降水预报中的应用研究   总被引：8，自引：1，他引：7  

李俊  杜钧  陈超君 《气象》2015,41(6):674-684

基于“频率匹配法”的思路,采用两种方法进行了集合降水预报的订正研究,一种方法是利用集合成员降水频率订正简单集合平均平滑效应的“概率匹配平均”法,另一种方法是利用实况降水频率订正集合成员降水预报系统偏差的“预报偏差订正”法,通过个例和批量试验,结果表明:(1)概率匹配平均法可以矫正简单集合平均的平滑作用所造成的小量级降水分布范围增大而强降水被削弱的负作用,这种改进对强降水区更显著,并且集合系统离散度越大这种改进也越大;但该方法对预报区域内总降水量的预报没有改进作用,不能改善预报的系统性偏差.(2)虽然预报偏差订正法对降水落区预报的改进有限,但可以订正模式降水预报的系统性误差,改进雨量预报以及集合预报系统的离散度特征和概率预报技巧;直接对集合平均预报进行偏差订正的效果优于单个成员偏差订正后的简单算术平均.(3)在对每个集合成员的降水预报进行偏差订正后,概率匹配平均仍可改善其简单平均的效果,因此在实际业务中,应该综合采用上述两种方法,以获得在消除系统性偏差的同时各量级降水分布又合理的集合平均降水预报.  相似文献   

MJO预报研究进展   总被引：9，自引：5，他引：4       下载免费PDF全文

任宏利  吴捷  赵崇博  刘颖  贾小龙  张培群 《应用气象学报》2015,26(6):658-668

热带大气季节内振荡 (Madden-Julian oscillation,MJO) 是次季节-季节时间尺度气候变率的支配模态。它不仅对低纬度地区天气气候产生重要影响,还能够通过经向传播和激发大气遥相关波列对中高纬度地区产生影响,是延伸期尺度最重要的可预报性来源。因此,MJO预报是次季节-季节气候预测中极为重要的部分,近年来受到国际学术界广泛关注。该文回顾了MJO预报发展历史,概述了当前国际上主要科研业务机构的MJO预报发展现状。目前基于统计方法和气候模式的MJO预报研究取得了较大进展,特别是多个耦合气候模式和一种基于时空投影方法的统计模型均能够显著提升MJO预报技巧 (有效预报可达20 d以上)。该文还介绍了中国气象局国家气候中心在MJO预报技术发展和业务系统研制方面的新进展,当前基于第2代大气环流模式的MJO业务预报填补了国内空白,技巧为16~17 d,而耦合气候模式试验的技巧已达到约20 d。总体来看,利用耦合模式预报MJO是未来发展的主要方向,其中,面向MJO的模式初始化和集合预报新方法研究将是关注重点。  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   

IMPACT OF ENSO ON THE PRECIPITATION OVER CHINA IN WINTER HALF-YEARS     

李天然  张人禾  温敏 《热带气象学报(英文版)》2015,21(2):161-170

In this paper, the impact of ENSO on the precipitation over China in the winter half-year is investigated diagnostically. The results show that positive precipitation anomalies with statistical significance appear over southern China in El Nio episodes, which are caused by the enhanced warm and humid southwesterlies along the East Asian coast in the lower troposphere. The enhanced southwesterlies transport more water vapor to southern China, and the convergence of water vapor over southern China increases the precipitable water and specific humidity. In La Nia episodes,although atmospheric elements change reversely, they are not statistically significant as those in El Nio periods. The possible physical mechanism of the different impact of ENSO cycle on the precipitation over southern China is investigated by analyzing the intraseasonal oscillations(ISOs) in El Nio and La Nia winter half-years, respectively. By comparing the characteristics of ISOs in El Nio and La Nia, a physical mechanism is proposed to explain the different responses of the precipitation over China to ENSO in the winter half-year. In El Nio episodes, over western North Pacific(WNP) and South China Sea(SCS) the ISOs are inactive and exert little effect on water vapor transport and convergence, inducing positive precipitation anomalies with statistical significance over southern China in El Nio episodes. In La Nia episodes, however, the ISOs are active, which weaken the interannual variation signals of ENSO over WNP and southern China and lead to the insignificance of the interannual signals related to ENSO. Therefore, the different responses of precipitation over China to ENSO in the winter half-year are possibly caused by the difference of intraseasonal oscillations over WNP and SCS between El Nio and La Nia.  相似文献   

利用IGS星历预报GPS卫星轨道   总被引：1，自引：0，他引：1  

何仕强  吴斌  陈俊平 《中国科学院上海天文台年刊》2011,(0)

在动力学轨道拟合以及轨道积分的基础上,提出了基于IGS精密星历的GPS卫星轨道预报方法。该方法首先利用已知的IGS精密星历作为虚拟观测值,采用动力学方法拟合出GPS卫星的初始轨道和动力学参数,然后再通过积分来预报GPS卫星的轨道。主要讨论了基于不同弧段的IGS星历时,该方法对GPS卫星轨道的拟合和预报情况。研究结果显示:对于6 d弧段以内的IGS精密星历,其拟合轨道与IGS精密星历差值的三维RMS值均优于4 cm,随着拟合弧段的增加,拟合残差变大;当利用2～6 d弧段的IGS星历来预报GPS轨道时,大部分卫星第1天、第7天和第30天的三维预报精度可优于0.1 m、3 m和100 m。其中,2d弧段的IGS星历对GPS卫星第1天和第7天的预报结果最好,5 d弧段的IGS星历对GPS卫星第30天的预报结果最好。  相似文献   

马氏珠母贝(Pinctada fucata)组织蛋白酶L基因的克隆与表达分析     

王忠良  简纪常  鲁义善  丁燏  王蓓  陈刚  吴灶和 《海洋与湖沼》2013,44(6):1604-1611

根据已构建的溶藻弧菌(Vibro alginolyticus)诱导的马氏珠母贝(Pinctada fucata)血淋巴cDNA差减文库得到的ESTs序列, 应用cDNA末端快速扩增(RACE)技术成功克隆了其组织蛋白酶L基因(PFCatL), 并对其进行了生物信息学分析; 应用实时荧光定量PCR (Real-time PCR)技术, 研究了PFCatL基因在溶藻弧菌刺激前后马氏珠母贝足、外套膜、鳃、闭壳肌等8个组织中的表达变化。结果表明, PFCatL基因cDNA全长2004bp, 其中5′非编码区(5′-UTR)50bp, 3′非编码区(3′-UTR)865bp, 开放阅读框(ORF)1089bp, 编码362个氨基酸, 其分子量计算值(MW)为40.52kDa, 理论等电点(IP)为5.20; 生物信息学分析表明, PFCatL含有16个氨基酸残基组成的信号肽序列以及组织蛋白酶前体抑制功能域I29; Clustalw2多重比对发现PFCatL氨基酸序列在催化三联体Cys-His-Asn、底物结合位点以及二硫键形成相关的半胱氨酸残基位点高度保守; Real-time PCR研究发现, PFCatL在马氏珠母贝各组织中均有表达, 但各组织间的表达量存在差异, 其中以肾和闭壳肌中的表达量最高; 溶藻弧菌感染4h后, 外套膜、鳃以及血淋巴中PFCatL基因的表达较感染前显著上调。  相似文献   

拟穴青蟹(Scylla paramamosain)蛋白二硫键异构酶基因的分子克隆与表达分析     

曾祥兰  刘元婧  曾慧  黄辉洋  叶海辉  王桂忠 《海洋与湖沼》2013,44(6):1512-1518

蛋白二硫键异构酶(PDI)是内质网中的关键酶, 参与蛋白合成过程中二硫键的形成、还原和异构。本文首次从拟穴青蟹(Scylla paramamosain)克隆获得了PDI基因cDNA全长, 该序列长度为2015bp, 开放阅读框为1452bp, 编码483个氨基酸。荧光定量PCR检测发现PDI存在于拟穴青蟹的多个组织中; 在拟穴青蟹卵巢发育过程中, PDI基因的表达量在前4个时期逐渐上升, 到了第5期(成熟期)表达量则下降, 表明PDI参与了卵巢发育的蛋白合成过程。免疫组化表明, 拟穴青蟹卵母细胞存在PDI阳性反应, 进一步为该分子参与卵巢发育提供了形态学证据。  相似文献   

El Niño and decadal effects on sea‐level variability in northern New Zealand: A wavelet analysis     

Derek G. Goring  Robert G. Bell 《新西兰海洋与淡水研究杂志》2013,47(4):587-598

Sea‐level data from two sites in northern New Zealand, along with the Southern Oscillation Index (SOI), are analysed for interannual and decadal variability using wavelets. The analysis shows, using statistically significant wavelet power, there is a significant relationship between mean sea level (MSL) and SOI. However, the relationship is highly variable, both in magnitude and in the range of time‐scales over which it occurs. This non‐stationarity necessitates the use of techniques such as wavelets for analysis. An interdecadal response in MSL around northern New Zealand has been isolated, with shifts occurring in 1950 and the late 1970s. This behaviour in MSL appears to coincide with shifts in the Pacific Decadal Oscillation, thought previously to be largely centred in the North Pacific. A strong correlation between SOI and sea surface temperature (SST) is also demonstrated. This relationship appears to be stable in magnitude (a large change in SOI produces a large change in SST) and to occur over the same range of time‐scales. More SST and MSL data are required for other parts of New Zealand to determine whether these findings apply elsewhere.  相似文献