2013/2014年东亚冬季风异常偏弱的可能成因

2005年之后东亚冬季风连续7年强度偏强,而2013/2014年冬季,东亚冬季风强度突然由强转弱,原因可能与前期秋季北极海冰的异常有关,受2013年秋季北极海冰异常影响,冬季西伯利亚高压偏弱,进而导致东亚冬季风偏弱以及我国气温偏高。季内,东亚冬季风强度变化显著,前冬偏弱,后冬偏强。受冬季风季节内变化影响,我国前冬暖、后冬冷;此外,前冬暖、后冬冷还受到北太平洋上空阻塞高压的异常活动影响,北太平洋地区的阻塞高压加强西移至日界线以西,导致东亚地区经向型环流加强,改变了前冬以纬向型为主的环流,前冬高纬地区堆积的冷空气向东亚地区侵袭。加之,前冬我国气温偏高,导致后冬我国多地降温显著,气温由偏高转偏低。而阻塞高压的西移可能与平流层环流的异常活动有关。     

Investigating the Changes in Air Pollutant Emissions over the Beijing-Tianjin-Hebei Region in February from 2014 to 2019 through an Inverse Emission Method

In recent years, China has implemented several measures to improve air quality. The Beijing-Tianjin-Hebei(BTH)region is one area that has suffered from the most serious air pollution in China and has undergone huge changes in air quality in the past few years. How to scientifically assess these change processes remain the key issue in further improving the air quality over this region in the future. To evaluate the changes in major air pollutant emissions over this region, this paper employs ens...     

TBO的原因－异常东亚冬季风与ENSO循环的相互作用

基于对 ＮＣＥＰ／ ＮＣＡＲ再分析资料以及其他资料（ＯＬＲ，降水和气温等）的分析研究，结果表明东亚和西北太平洋地区的对流层环流和气候变化都有明显的准两年振荡（ＴＢＯ）特征。同时，异常东亚冬季风可以影响次年夏季的大气环流和气候变化，特别是在东亚地区；而异常东亚冬季风和ＥＮＳＯ循环间又有明显相互作用：持续的强（弱）东亚冬季风通过海─气相互作用可以激发 Ｅｌ Ｎｉ　ｏ（Ｌａ Ｎｉ　ａ）， Ｅｌ Ｎｉ　ｏ（Ｌａ Ｎｉ　ａ）反过来又可通过遥相关或遥响应而导致东亚冬季风偏弱（强）。强或弱的冬季风和ＥＮＳＯ循环是相互衔接在一起的，因此可以认为异常东亚冬季风与ＥＮＳＯ循环的相互作用是ＴＢＯ对流层准两年振荡）的基本原因。     

Influence of Major Stratospheric Sudden Warming on the Unprecedented Cold Wave in East Asia in January 2021

An unprecedented cold wave intruded into East Asia in early January 2021 and led to record-breaking or historical extreme low temperatures over vast regions.This study shows that a major stratospheric sudden warming(SSW)event at the beginning of January 2021 exerted an important influence on this cold wave.The major SSW event occurred on 2 January 2021 and subsequently led to the displacement of the stratospheric polar vortex to the East Asian side.Moreover,the SSW event induced the stratospheric warming signal to propagate downward to the mid-to-lower troposphere,which not only enhanced the blocking in the Urals-Siberia region and the negative phase of the Arctic Oscillation,but also shifted the tropospheric polar vortex off the pole.The displaced tropospheric polar vortex,Ural blocking,and another downstream blocking ridge over western North America formed a distinct inverted omega-shaped circulation pattern(IOCP)in the East Asia-North Pacific sector.This IOCP was the most direct and impactful atmospheric pattern causing the cold wave in East Asia.The IOCP triggered a meridional cell with an upward branch in East Asia and a downward branch in Siberia.The meridional cell intensified the Siberian high and low-level northerly winds,which also favored the invasion of the cold wave into East Asia.Hence,the SSW event and tropospheric circulations such as the IOCP,negative phase of Arctic Oscillation,Ural blocking,enhanced Siberian high,and eastward propagation of Rossby wave eventually induced the outbreak of an unprecedented cold wave in East Asia in early January 2021.     

云南夏季旱涝与前期冬季环流变化的关系

夏季气候异常的前期信号特征分析一直是短期气候预测工作的重点。利用1948—2004年NCEP/NCAR月平均再分析资料、1961—2004年云南124个站的月平均降水和1948—2003年英国Hadley中心的月平均海温资料, 分析了云南夏季旱涝的时空特征, 探讨了云南夏季旱涝与前期大气环流和大气热力状态变化的关系, 发现云南夏季旱涝前冬12月—1月, 特别是1月东亚中高纬度地区的大气环流变化和赤道附近高低层大气的热力状态对云南夏季旱涝有重要的指示意义, 当前冬东亚大槽强 (弱), 冬季风强 (弱), 赤道附近高低层大气温度偏低 (高) 时, 后期云南夏季降水偏多 (少)。同时, 初步探讨了东亚冬夏季风环流变化的相互联系及热带海温变化的可能影响, 指出冬季到夏季印度洋和赤道西太平洋地区持续的海温异常有可能通过改变夏季海陆的热力对比, 进而影响夏季风活动和云南夏季降水的变化。     

不同年代际背景下AO与冬季中国东北气温的关系

采用1951—2006年北极涛动指数序列、NCEP/NCAR再分析资料和我国160站气温资料,利用滑动相关分析研究了不同年代际背景下北极涛动与冬季中国东北气温年际异常关系的变化情况。结果表明,两者的关系在20世纪60年代中后期显著增强,在80年代中后期减弱。不同年代际背景下,与AO相关联的中高纬度大气环流异常发生的明显改变是AO与东北冬季气温关系发生年代际变化的原因。强相关年代,西伯利亚高压与阿留申低压均明显减弱,东亚冬季风偏弱,对流层中下层异常东南风控制东北地区,对流层中层东亚大槽明显减弱,环流的经向性减弱,使该地区冬季气温偏高;相关较弱的年代则以上表现不明显。     

京津冀平原区冬季大气环境容量变化:观测与预估

本文基于ERA5再分析数据,探究了京津冀地区冬季大气环境容量(Atmosphere Environmental Capacity,AEC)的时空变化特征以及相关影响因子。结果表明,冬季AEC在京津冀地区表现为西南部低,北部高的分布特征,其低值集中在平原区。京津冀平原区AEC变化与东亚冬季风、边界层高度、边界层内平均风速以及通风强度密切相关。东亚冬季风强、边界层高度高、边界层内平均风速大以及通风强度强,使得AEC偏高,反之亦然。进一步利用区域气候模式RegCM4对3个CMIP5全球气候模式的动力降尺度进行模拟,预估了京津冀平原区冬季AEC在RCP4.5和RCP8.5情景下的变化。结果显示,与1986—2005年相比,两种情景下京津冀平原区冬季AEC在21世纪中、末期都将下降,其中末期下降幅度高于中期、RCP8.5情景下的变化大于RCP4.5情景。上述变化与东亚冬季风减弱、东亚西风急流北移、边界层高度降低以及边界层内平均风速减小有关。     

Interdecadal change in North Korean winter mean rainfall

In the present study, it was found that there was a significant climate regime shift in 1993 from average rainfall amounts in winter (December of a year and January and February of the next year) in North Korea over the last 30 years (1982–2011). This significant climate regime shift in 1993 also appeared in empirical orthogonal function analysis conducted using the winter mean rainfall amounts observed at 26 weather observation stations in North Korea. The reason why winter mean rainfall amounts in North Korea were smaller during the period of 1994–2011 than during the period of 1982–1994 was that anomalous anticyclone was reinforced in regions near Lake Baikal while anomalous cyclone was reinforced on the sea on the east of Japan so that the winter pressure system pattern (west high-east low pattern) appeared and thus anomalous cold and dry northerlies were reinforced in most East Asian regions including North Korea. To figure out the reason why anomalous anticyclone was reinforced further in the East Asian continent in winters during the period of 1994–2011, differences in water equivalent of accumulated snow depths between the two periods were analyzed. As a result, more snow was observed in most East Asian regions during the period of 1994–2011. Therefore, anomalous anticyclone could be further reinforced in the East Asian continent because surface air temperature dropped further due to snow-albedo effect. The surface air temperature cooling deepened further in the East Asian continent during the period of 1994–2011 due to snow-albedo effect was identified through differences in sensible heat net flux between the two periods.     

亚澳季风异常与ENSO准四年变化的联系分析

分析了赤道地区纬向风的年际变化特征，以及亚澳季风与ENSO在各个位相的联系。结果表明：赤道纬向风变化与中东太平洋海温变化在准四年周期上是强烈耦合的；在El Eino期间东亚冬季风弱，夏季风强，而南亚夏季风弱，反之，在La Nina期间东亚冬季风强，夏季风弱，而南亚夏季风强；东亚地区的异常北风有利于西太平洋西风异常爆发，使得东太平洋海温升高，但只有随后在中东太平洋出现持续性西风异常，El Nino才能发展，其中来自太平洋中部的异常北风（并不是来自东亚大陆地区）和南太平洋中部的异常南风的辐合对中东太平洋出现持续性西风异常起重要的作用，尤其是澳大利亚东北部的季风异常的影响更为显。     

东亚夏季风与澳洲冬季风强弱互补变化联系及其异常环流特征

利用NCEP/NCAR再分析资料、Hadley中心海温资料及CMAP降水资料等,通过亚澳季风联合指数挑选异常年份,对东亚夏季风和澳洲冬季风强度反相变化特征进行研究。结果表明,当东亚夏季风偏强、澳洲冬季风偏弱时,南北半球中低纬地区都出现了复杂的异常环流系统。在热带地区对流层低层,西北太平洋为异常反气旋式环流系统所控制,与南太平洋赤道辐合带的异常反气旋环流在赤道地区发生耦合,形成赤道异常东风,而在南北印度洋上则存在两个异常气旋式环流系统。在这两对异常环流之间的海洋性大陆地区,出现赤道以南为反气旋环流而赤道以北为气旋式环流。在东亚季风区,东南沿海的东侧海洋上存在反气旋异常,中国东南地区受异常反气旋西南侧的东南风影响。此外,澳洲北部受异常西风影响。这就形成了东亚夏季风偏强、澳洲冬季风偏弱的情形,从而东亚夏季风和澳洲冬季风活动出现了强弱互补的变化特征。当东亚夏季风偏弱、澳洲冬季风偏强时,南北半球的环流特征则出现与上述相反的环流特征。总体而言,当东亚夏季风偏强、澳洲冬季风偏弱时,东亚—澳洲季风区在南北半球呈现出不同的气候异常分布特征,即北半球降水北少南多、气温北高南低,南半球降水西多东少、气温西高东低。     

亚洲—太平洋夏季风系统的基本模态特征分析

亚洲—太平洋季风区各季风子系统间的相互作用对季风区甚至全球的气候变化都有着显著的影响.整个亚洲—太平洋夏季风系统都处于高层辐散、低层辐合的庞大辐散环流中,从高层辐散中心流出的三支气流分别对推动印度夏季风、东亚副热带夏季风和南海夏季风起着重要的作用,很好地表现了亚洲—太平洋夏季风系统的整体性特征.季风区多种气象要素的基本模态在年代际和年际尺度上都表现出较为一致的变化特征:年代际尺度上亚洲—太平洋夏季风系统整体呈现减弱趋势;年际尺度上存在准2年和准4年的两个周期,其中准2年振荡特征表现为若印度西南季风偏强,则印度季风雨带偏强偏北,导致印度大陆中北部地区降水偏多;同时,由于西太平洋副热带高压的北移和偏强的印度西南季风显著向东延伸,10°N~30°N范围内的西北太平洋地区则表现为异常的气旋性环流,而30°N~50°N之间为反气旋性环流异常,对应东亚夏季风偏强,季风雨带能够北推至我国华北地区.也就是说,当亚洲夏季风中某一季风子系统表现为异常偏强时,另一季风子系统在这一年中也将表现为异常偏强,反之亦然.准2年的振荡周期可能是亚洲—太平洋夏季风系统的一种固有振荡,它从年际尺度上反映了亚洲—太平洋夏季风受热带太平洋—印度洋海温的强迫表现出明显的整体一致特征.     

The possible influence of stratospheric sudden warming on East Asian weather

By analyzing the linkage of the Northern Annular Mode （NAM） anomaly to the East Asian jet and the East Asian trough during Stratospheric Sudden Warming （SSW）, the influence of SSW on East Asian weather is studied. The results show that the East Asian jet is strengthened and the East Asian trough is deepened during SSW. With the downward propagation of SSW, the strengthened East Asian jet and the East Asian trough would move southward, expand westward and gradually influence the area of north and northeastern China. This implies that the winter monsoon tends to be enhanced over East Asia during SSW.     

Subseasonal reversal of haze pollution over the North China Plain

China has been frequently suffering from haze pollution in the past several decades. As one of the most emission-intensive regions, the North China Plain (NCP) features severe haze pollution with multiscale variations. Using more than 30 years of visibility measurements and PM_2.5 observations, a subseasonal seesaw phenomenon of haze in autumn and early winter over the NCP is revealed in this study. It is found that when September and October are less (more) polluted than the climatology, haze tends to be enhanced (reduced) in November and December. The abrupt turn of anomalous haze is found to be associated with the circulation reversal of regional and large-scale atmospheric circulations. Months with poor air quality exhibit higher relative humidity, lower boundary layer height, lower near-surface wind speed, and southerly anomalies of low-level winds, which are all unfavorable for the vertical and horizontal dispersion and transport of air pollutants, thus leading to enhanced haze pollution over the NCP region on the subseasonal scale. Further exploration indicates that the reversal of circulation patterns is closely connected to the propagation of midlatitude wave trains active on the subseasonal time scale, which is plausibly associated with the East Atlantic/West Russia teleconnection synchronizing with the transition of the North Atlantic SST. The seesaw relation discussed in this paper provides greater insight into the prediction of the multiscale variability of haze, as well as the possibility of efficient short-term mitigation of haze to meet annual air quality targets in North China.摘要中国近几十年来频受雾霾污染问题困扰, 其中华北平原作为排放最密集的区域之一, 常遭遇不同尺度的严重雾霾污染. 本文利用30余年的能见度和颗粒物 (PM_2.5) 观测数据, 发现了华北平原地区在秋季和早冬时雾霾污染在次季节尺度上“跷跷板式”反向变化的关系. 研究发现, 当9–10月污染较轻 (重) 时, 11–12月的污染倾向于加重 (减轻) . 这种突然的变化与局地和大尺度环流的反向变化有关. 污染较重的月份常伴随有更高的相对湿度, 更低的边界层高度和近地面风速以及低层的南风异常, 均不利于污染的垂直和水平扩散和传输, 从而导致了次季节尺度上霾污染的加重. 进一步的研究发现环流场的突然转向与在次季节尺度上活跃的中纬度波列的传播密切相关, 而此波列可能主要与大西洋海温转变及引起的EA/WR遥相关型有关. 这一次季节反向变化为霾污染多尺度变率预测提供了新的理解, 同时为华北地区年度空气质量达标的短期目标提供了具有可行性的参考方法.     

2020/2021年冬季大范围低温寒潮过程中一种典型的平流层—对流层耦合演变模态

平流层爆发性增温（SSW）超前于对流层环流异常,是延长冬季寒潮低温预报时效的重要途径之一。然而强SSW事件前后地面温度响应的区域和时间存在不确定性,其中涉及的平流层—对流层耦合过程和机理也不十分清楚。本文采用1979～2021年ERA5再分析数据集,研究了2020/2021年冬季“偏心型”强SSW事件前后中高纬度地区地面温度异常的演变特征,并分析了其与等熵大气经向质量环流平流层—对流层分支的耦合演变模态的动力联系。结果表明,伴随此次强SSW事件,亚洲和北美中纬度地区的寒潮低温事件分别在绕极西风反转为东风之前和再次恢复为西风之后发生。SSW前后大气经向质量环流的平流层向极地暖支与对流层高层向极暖支、低层向赤道冷支之间呈现出三个阶段的耦合演变模态: 同位相“加强—加强”、反位相“加强—减弱”以及反位相“减弱—加强”。加强的质量环流对流层向赤道冷支是SSW前后寒潮低温事件的主要原因,而加强的向极地平流层暖支是SSW发生及其伴随的北极涛动负位相持续加强的主要原因。大气经向质量环流不同的垂直耦合模态取决于行星波槽脊在对流层顶和对流层中低层两个关键等熵面上的西倾角异常。西倾角异常表征大气波动的斜压性,主要通过影响关键等熵面以上向极地的净质量输送和其下向赤道的净质量输送进行调控。尤其在SSW发生后的极涡恢复期,对流层顶处异常偏弱的斜压性会加强对流层向极地暖支,进而加强向赤道冷支,有利于寒潮低温的发生。本次SSW事件前后大气经向质量环流三支的耦合演变模态,与历年平流层北半球环状模（NAM）负事件中极区平流层温度异常信号下传滞后的平流层—对流层耦合演变类型相一致,其在波动尺度方面也存在共同特征,即SSW事件或NAM负事件前期对流层一波加强且上传,后期对流层二波加强但较难上传。     

东亚冬季风气候变异和机理以及平流层过程的影响

本文综述了近几年来关于东亚冬季风变异特征和机理方面的研究,特别对平流层过程对东亚冬季风和气候异常的可能影响作了回顾和进一步分析.东亚冬季风的变异除了季风强弱变化外,还有东亚冬季风的路径变化;研究表明,前者往往对应全国气温一致的变化,而后者可以引起我国气温的南北反相振荡,并导致东亚冬季风变异存在南北两个子系统.此外,进入本世纪后,东亚冬季风的建立推迟,并且东亚冬季风在盛期明显减弱,但冬季风活动在早春比以往要更为活跃,这些变化与冬季气温南北反相变化也有密切的联系.进一步的分析揭示出东亚气温的南北反相变化是东亚冬季风变异的主要模态之一,而且它与平流层极涡强度密切相关.当异常的平流层极涡向下传播时,可以引起对流层低层北极涛动(AO)的异常以及西伯利亚高压的异常,并在东亚地区出现南北反相的温度变化.有关东亚冬季风变异的成因研究表明,上世纪70年代中后期以后,热带厄尔尼诺—南方涛动(ENSO)的影响变弱,而中高纬的北太平洋涛动(NPO)和乌拉尔地区阻塞强度的影响显著增强,相关研究还揭示了这些变化的原因.此外,东亚冬季风在1987年以后的持续减弱主要与准定常行星波活动年代际变化有关,行星波活动通过波流相互作用可以影响AO以及西伯利亚高压和阿留申低压,从而导致冬季风异常.最后,本文还讨论了太阳活动11年周期变化对东亚冬季气候异常的可能影响和过程.     

Source identification of PM2.5 particles measured in Gwangju, Korea

The UNMIX and Chemical Mass Balance (CMB) receptor models were used to investigate sources of PM_2.5 aerosols measured between March 2001 and February 2002 in Gwangju, Korea. Measurements of PM_2.5 particles were used for the analysis of carbonaceous species (organic (OC) and elemental carbon (EC)) using the thermal manganese dioxide oxidation (TMO) method, the investigation of seven ionic species using ion chromatography (IC), and the analysis of twenty-four metal species using Inductively Coupled Plasma (ICP)-Atomic Emission Spectrometry (AES)/ICP-Mass Spectrometry (MS). According to annual average PM_2.5 source apportionment results obtained from CMB calculations, diesel vehicle exhaust was the major contributor, accounting for 33.4% of the measured PM_2.5 mass (21.5 μg m^− 3), followed by secondary sulfate (14.6%), meat cooking (11.7%), secondary organic carbon (8.9%), secondary nitrate (7.6%), urban dust (5.5%), Asian dust (4.4%), biomass burning (2.8%), sea salt (2.7%), residual oil combustion (2.6%), gasoline vehicle exhaust (1.9%), automobile lead (0.5%), and components of unknown sources (3.4%). Seven PM_2.5 sources including diesel vehicles (29.6%), secondary sulfate (17.4%), biomass burning (14.7%), secondary nitrate (12.6%), gasoline vehicles (12.4%), secondary organic carbon (5.8%) and Asian dust (1.9%) were identified from the UNMIX analysis. The annual average source apportionment results from the two models are compared and the reasons for differences are qualitatively discussed for better understanding of PM_2.5 sources.Additionally, the impact of air mass pathways on the PM_2.5 mass was evaluated using air mass trajectories calculated with the Hybrid Single-Particle Lagrangian Integrated Trajectory (HYSPLIT) backward trajectory model. Source contributions to PM_2.5 collected during the four air mass patterns and two event periods were calculated with the CMB model and analyzed. Results of source apportionment revealed that the contribution of diesel traffic exhaust (47.0%) in stagnant conditions (S) was much higher than the average contribution of diesel vehicle exhaust (33.4%) during the sampling period. During Asian dust (AD) periods when the air mass passed over the Korean peninsula, Asian dust and secondary organic carbon accounted for 25.2 and 23.0% of the PM_2.5 mass, respectively, whereas Asian dust contributed only 10.8% to the PM_2.5 mass during the AD event when the air mass passed over the Yellow Sea. The contribution of biomass burning to the PM_2.5 mass during the biomass burning (BB) event equaled 63.8%.     

Influence of soil moisture in eastern China on the East Asian summer monsoon

The sensitivity of the East Asian summer monsoon to soil moisture anomalies over China was investigated based on ensembles of seasonal simulations(March–September) using the NCEP GCM coupled with the Simplified Simple Biosphere Model(NCEP GCM/SSi B). After a control experiment with free-running soil moisture, two ensembles were performed in which the soil moisture over the vast region from the lower and middle reaches of the Yangtze River valley to North China(YRNC) was double and half that in the control, with the maximum less than the field capacity. The simulation results showed significant sensitivity of the East Asian summer monsoon to wet soil in YRNC. The wetter soil was associated with increased surface latent heat flux and reduced surface sensible heat flux. In turn, these changes resulted in a wetter and colder local land surface and reduced land–sea temperature gradients, corresponding to a weakened East Asian monsoon circulation in an anomalous anticyclone over southeastern China, and a strengthened East Asian trough southward over Northeast China. Consequently, less precipitation appeared over southeastern China and North China and more rainfall over Northeast China. The weakened monsoon circulation and strengthened East Asian trough was accompanied by the convergence of abnormal northerly and southerly flow over the Yangtze River valley, resulting in more rainfall in this region.In the drier soil experiments, less precipitation appeared over YRNC. The East Asian monsoon circulation seems to show little sensitivity to dry soil anomalies in NCEP GCM/SSi B.     

一个反映中国大陆冬季气温变化的东亚冬季风指数的统计预测方法

利用中国160个站逐月温度、NCEP再分析和NOAA-CIRES20世纪再分析等资料, 采用统计分析方法, 就反映中国 东部大陆冬季一致性气温变化模态的能力方面, 对多种东亚冬季风指数进行了评估, 探讨了影响东亚冬季风强弱的主要前期因子及其相应的影响过程, 并据此建立了一个预测冬季风指数的预测模型。研究结果表明:1981 年前、后两个阶段, 朱艳峰 2008年定义的东亚冬季风指数都可以很好地反映中国东部大部分地区的冬季气温异常;北美大陆西侧北太平洋中纬度地区 (35°-50°N,145°-130°W)的前期秋季(9-10月)海温、北极喀拉海地区(75°-82°N,65°-85°E)的前秋海冰密集度和东亚中 纬度地区(30°-50°N,80°-140°E)的前秋高空(300-200hPa)温度异常都具有较强的持续性, 异常信号可从前秋一直持续到 冬季, 进而影响东亚冬季风的强度;根据上述3个前期因子建立了东亚冬季风统计预测模型, 评估发现该模型具有较强的预测 能力, 可用于冬季风强度以及相应的中国东部大陆冬季气温的定性预测。     

北极涛动、极涡活动异常对北半球欧亚大陆冬季气温的影响

利用1951-2012年NCEP/NCAR全球月平均500 hPa高度场、气温场等再分析资料,北极涛动（AO）指数,北半球及其4个分区的极涡指数等资料,分析极涡和AO对北半球特别是欧亚大陆冬季气温异常分布的影响。北半球极涡面积指数与北半球气温相关场呈由北向南的“+、-”分布,显著正相关中心位于极区,显著负相关中心位于欧亚大陆中高纬度地区;AO指数与气温的相关场分布与此反位相。极涡各分区面积指数体现与各大洲气温显著相关的地域特征,尤其是亚洲极涡面积指数比AO的相关区域更偏向亚洲和中国东部及沿海地区,能表征亚洲大陆冬季风向中低纬度爆发的某些特征。2006年以来AO指数呈较明显的下降趋势,北半球、亚洲区极涡面积指数呈显著的上升趋势,这是有利于欧亚大陆近几年连续冬季气温异常偏低的年代际背景;2009-2011年北半球欧亚大陆冬季大范围低温事件,不仅与冬季AO负位相明显变强有关（2011年除外）,与北半球以及亚洲区极涡面积指数偏大联系更为密切,亦表明该区域冬季变冷的自然变率明显增强。     

Predictability of South China Sea Summer Monsoon Onset

Predicting monsoon onset is crucial for agriculture and socioeconomic planning in countries where millions rely on the timely arrival of monsoon rains for their livelihoods. In this study we demonstrate useful skill in predicting year-to-year variations in South China Sea summer monsoon onset at up to a three-month lead time using the GloSea5 seasonal forecasting system. The main source of predictability comes from skillful prediction of Pacific sea surface temperatures associated with El NiÑo and La NiÑa. The South China Sea summer monsoon onset is a known indicator of the broadscale seasonal transition that represents the first stage of the onset of the Asian summer monsoon as a whole. Subsequent development of rainfall across East Asia is influenced by subseasonal variability and synoptic events that reduce predictability, but interannual variability in the broadscale monsoon onset for East Asian summer monsoon still provides potentially useful information for users about possible delays or early occurrence of the onset of rainfall over East Asia.