全球变暖背景下亚非典型干旱区降水变化及其与水汽输送的关系研究

分析比较了中蒙(35°N~50°N,75°E~105°E)、中亚(28°N~50°N,50°E~67°E)和北非(15°N~32°N,17°W~32°E)三个典型干旱区水汽输送特征的异同,及其1961~2010年间的降水时空变化,分析了水汽来源和输送变化及其可能原因。结果显示,由于受不同的气候系统影响,中蒙、北非和中亚干旱区的降水在年内变化上有着显著不同。中蒙和北非干旱区降水呈现夏季风降水的特征;而中亚干旱区降水则为更多受到冬季风的影响。1961~2010年,随着全球气温上升,中蒙干旱区冬季纬向水汽输送增加而经向输送减少,总水汽输送增加;中亚干旱区冬季纬向输送减少而经向增加,总水汽输送减少;北非干旱区冬季纬向输送增加而经向输送减少,总水汽输送增加。夏季中蒙和北非干旱区经向、纬向输送均减小,中亚干旱区夏季纬向输送减少而经向减少,总输送增加。相应的,中蒙干旱区年、冬季和夏季降水分别以4.2、1.3和1.0 mm/10 a的趋势增加;而中亚干旱区冬季(1.2 mm/10 a)和夏季(0.1 mm/10 a)降水增加,年降水则呈减少趋势(-0.8 mm/10 a);北非干旱区年降水和夏季降水分别以0.5 mm/10 a和0.1 mm/10 a的速率增加。冬季中蒙干旱区主要水汽来源是水汽经向输送,而中亚干旱区水汽主要为纬向输送,经纬向水汽均为净输出是北非干旱区降水极少的主要原因,平均总水汽输送量约为-9.48×104 kg/s。冬季低纬度和高纬度环流通过定常波影响干旱区冬季降水。中蒙和中亚干旱区冬季降水主要受西太平洋到印度洋由南向北的波列影响,北非干旱区冬季降水主要和北大西洋上空由北到南的波列相联系。各干旱区的降水对海温变化有着不同的响应:中蒙干旱区冬季降水与冬季太平洋西海岸和印度洋海温呈显著正相关,夏季与海温相关不显著;中亚干旱区与地中海和阿拉伯海温相关,且与阿拉伯海温为正相关。     

中国中东部区域TRMM降水产品降尺度研究及其时空特征分析

该研究以中国中东部区域(17°～50°N,98°～135°E)为研究范围,在前人研究基础上,根据水汽与降水之间的关系,基于MOD05水汽产品,采用偏最小二乘法,对中国中东部区域2001—2010年10 a平均TRMM3B43_V 7月降水产品进行降尺度,旨在得到空间分辨率为1 km×1 km的月降水空间分布。通过比较分析,发现该降尺度模型能大幅提高TRMM产品空间分辨率,估算结果平均相对误差为15.35%,与地面观测较接近,能体现中国中东部区域降水宏观分布趋势,且估算结果精度高于前人基于归一化植被指数(NDVI)的降尺度模型,能满足降水产品的精细化需求。     

Sensitivity studies of the RegCM3 simulation of summer precipitation, temperature and local wind field in the Caribbean Region

Summary We present a preliminary evaluation of the performance of three different cumulus parameterization schemes in the ICTP Regional Climate Model RegCM3 for two overlapping domains (termed “big” and “small”) and horizontal resolutions (50 and 25 km) in the Caribbean area during the summer (July–August–September). The cumulus parameterizations were the Grell scheme with two closure assumptions (Arakawa–Schubert and Fritsch–Chappell) and the Anthes-Kuo scheme. An additional sensitivity test was performed by comparing two different flux parameterization schemes over the ocean (Zeng and BATS). There is a systematic underestimation of air temperature and precipitation when compared with analyzed data over the big domain area. Greater (∼2 °C) and smaller (∼0.9 °C) negative temperature biases are obtained in Grell–FC and Kuo convective scheme, respectively, and intermediate values are obtained in Grell–AS. The small domain simulation produces results substantially different, both for air temperature and precipitation. Temperature estimations are better for the small domain, while the precipitation estimations are better for the big domain. An additional experiment showed that by using BATS to calculate the ocean fluxes in the big domain instead of the Zeng scheme, precipitation increases by 25% and the share of convective precipitation rose from 18% to 45% of the total, which implies a better simulation of precipitation. These changes were attributed to an increase of near surface latent heating when using BATS over the ocean. The use of BATS also reduces the cold bias by about 0.3–0.4 °C, associated with an increase of minimum temperature. The behavior of the precipitation diurnal cycle and its relation with sea breeze was investigated in the small domain experiments. Results showed that the Grell–Arakawa–Schubert closure describes better this circulation as compared with Grell–Fritsch–Chappell closure.     

北半球夏季对流性降水特征及其与厄尔尼诺的关系

利用2003—2014年6—8月CMORPH 3 h卫星降水资料,统计分析北半球夏季对流性降水的空间分布,发生的概率,日变化以及其对厄尔尼诺事件的响应等特征。结果表明,对流性降水在6—8月除了发生于热带辐合带等海域外,北美中部,东南亚和热带非洲等陆地区域更为突出。其降水强度发生在10~11 mm·h-1之间的概率最大,极端强对流性降水发生在陆地上的概率大于海洋。对流性降水的日变化表现为,陆地上于傍晚(18—20时)和夜间(22—01时)有两个峰值;海洋上对流性降水多出现于夜间到早晨这段时间,而下午出现的概率最低。厄尔尼诺发展年,海洋上对流性降水增强,而陆地上发生的概率总体偏小,衰减年则相反;中国东部,尤其是长江以南地区的非对流性降水在厄尔尼诺发展年,多于正常年,与对流性降水的响应不一致。     

Statistical analysis of daily maximum and monthly precipitation at Belgrade

Summary  A statistical analysis of monthly mean and daily maximum precipitation at Belgrade during the period 1888–1995 is presented. A very high correlation coefficient exists between the monthly and daily maximum precipitation. Weather types that are associated with the maximum daily precipitation at Belgrade are also analysed. Received July 19, 1999 Revised December 25, 1999     

超强厄尔尼诺事件对中国东部春夏季极端降水频率的影响

利用中国国家气象信息中心提供的中国地面逐日降水0.5°×0.5°格点数据集,研究了超强厄尔尼诺事件衰减年春、夏季中国东部极端降水发生概率的变化,并通过诊断超强厄尔尼诺自身及其衍生模态各自的水汽输送和垂直运动特征,探讨了超强厄尔尼诺事件对中国东部极端降水的影响机制。结果表明,超强厄尔尼诺事件衰减年春季,整个中国东部尤其是江淮以北地区,极端降水事件发生概率显著增大。同年夏季,长江流域极端降水发生概率比常规年份高出近1倍,而在华南和华北地区则相对减小。诊断分析显示,春季超强厄尔尼诺自身及其与热带太平洋地区年循环相互作用衍生出的组合模态（C-mode）均对降水的环流背景影响显著,热带太平洋西北部低空存在强盛的反气旋性异常环流,导致大量水汽在中国东部汇聚并上升,有利于该地区极端降水事件的发生。夏季,厄尔尼诺事件已经消亡,但与C-mode影响相关联的西北太平洋异常反气旋环流仍然存在,长江流域维持极端降水事件发生的有利条件。此外,研究也显示,超强厄尔尼诺事件衰减年春、夏季中国东部对流层中上层持续有异常经向风活动,频繁的南北冷暖气流交汇可能导致强对流事件发生次数增多,这也为该区域极端降水的频发提供了支持。      

Enhancement of the summer extreme precipitation over North China by interactions between moisture convergence and topographic settings

This study investigates the roles of atmospheric moisture transport under the influence of topography for summer extreme precipitation over North China (NC) during 1979–2016. Based on rain gauge precipitation data and a reanalysis, 38 extreme precipitation days in NC during the 38 years were selected and associated moisture fluxes estimated. The results show that there is a dominant moisture influx of 311.8 kg m−1 s−1 into NC along its southern boundary from tropical oceans, and a secondary influx of 107.9 kg m−1 s−1 across its western boundary carried by mid-latitude westerlies. The outflux across the eastern boundary is 206.9 kg m−1 s−1 and across the northern boundary is 76.0 kg m−1 s−1, giving a net moisture gain over NC of 136.8 kg m−1 s−1. During extreme precipitation days, the moisture flux convergence (MFC) was much larger, exceeding 4 × 10−5 kg m−1 s−1. The MFC maximum core, the pronounced moisture transport, and the striking extreme precipitation zone over NC are all anchored to the east of the steep slopes of the surrounding topography. Moreover, a remarkably high humidity and strong upward motion also occur near steep slopes, indicating the critical role of the adjacent topography on the extreme precipitations. Simulations with and without the topography in NC using the Weather and Research Forecasting model for six selected out of the 38 extreme precipitation days demonstrate that the surrounding topography reinforces the MFC over NC by 16% relative to the case without terrain, primarily through enhanced wind convergence and higher moisture content, as well as stronger vertical motion induced by diabatic heating. The interactions between moisture convergence and topographic settings strengthen the extreme precipitation over NC.     

The band characteristics of long-term variation of precipitation and water resources in east asia monsoon region

In this paper, by means of the “CWH” (circulation-weather and climate-agricultural harvest) analytical meth-od, drawing from the monthly mean long-term data of the global sea level pressure field and annual precipitation data and grain yield data of some regions in East Asia, the time-space characters of low-frequency fluctuation of East Asian precipitation with band distribution are analyzed.It is revealed that the band of 20-30 years quasi-periodic fluctuation is located in Southeast Asia and the coastal areas of South China. Moving forward to west and north, the period of fluctuation of precipitation tends to become longer, both bands, with about 40-yr and 60-80-yr quasi-periodic fluctuation are respectively situated in the middle-lower reaches of the Yangtze River and North or Southwest China. Furthermore, the relationships between the fluctuations of precipitation bands and large-scale circulations are analyzed. The relationships between precipita-tion and types of water resources are discussed as well. In addition, the tendency of long-term variation in rainfall is predicted.     

The frequency, intensity, and diurnal cycle of precipitation in surface and satellite observations over low- and mid-latitudes

Global precipitation data sets with high spatial and temporal resolution are needed for many applications, but they were unavailable before the recent creation of several such satellite products. Here, we evaluate four different satellite data sets of hourly or 3-hourly precipitation (namely CMORPH, PERSIANN, TRMM 3B42 and a microwave-only product referred to as MI) by comparing the spatial patterns in seasonal mean precipitation amount, daily precipitation frequency and intensity, and the diurnal and semidiurnal cycles among them and with surface synoptic weather reports. We found that these high-resolution products show spatial patterns in seasonal mean precipitation amount comparable to other monthly products for the low- and mid-latitudes, and the mean daily precipitation frequency and intensity maps are similar among these pure satellite-based precipitation data sets and consistent with the frequency derived using weather reports over land. The satellite data show that spatial variations in mean precipitation amount come largely from precipitation frequency rather than intensity, and that the use of satellite infrared (IR) observations to improve sampling does not change the mean frequency, intensity and the diurnal cycle significantly. Consistent with previous studies, the satellite data show that sub-daily variations in precipitation are dominated by the 24-h cycle, which has an afternoon–evening maximum and mean-to-peak amplitude of 30–100% of the daily mean in precipitation amount over most land areas during summer. Over most oceans, the 24-h harmonic has a peak from midnight to early morning with an amplitude of 10–30% during both winter and summer. These diurnal results are broadly consistent with those based on the weather reports, although the time of maximum in the satellite precipitation is a few hours later (especially for TRMM and PERSIANN) than that in the surface observations over most land and ocean, and it is closer to the phase of showery precipitation from the weather reports. The TRMM and PERSIANN precipitation shows a spatially coherent time of maximum around 0300–0600 local solar time (LST) for a weak (amplitude <20%) semi-diurnal (12-h) cycle over most mid- to high-latitudes, comparable to 0400–0600 LST in the surface data. The satellite data also confirm the notion that the diurnal cycle of precipitation amount comes mostly from its frequency rather than its intensity over most low and mid-latitudes, with the intensity has only about half of the strength of the diurnal cycle in the frequency and amount. The results suggest that these relatively new precipitation products can be useful for many applications.     

基于多源数据的“利奇马”台风大气环流、云及降水特征分析

利用NCEP/NCAR再分析资料、FY-4A静止卫星资料对“利奇马”生命过程的大气环流特征、云宏观特征进行了分析。针对“利奇马”超强台风期间的一次降水过程,利用GPM卫星的双频降水雷达(Dual-frequency Precipitation Radar,DPR)资料对其进行了宏微观特征分析。结果表明:在“利奇马”生命过程中,西太平洋副热带高压、40°N以北的高空槽脊、(35°N,80°E)的高压以及“罗莎”台风对“利奇马”的发展、移动均产生了重要的影响;其云系分布先后表现为螺旋状、逗点状、中心对称结构以及不规则形状,其南北两侧的云区范围、云顶高度也不断变化;在“利奇马”超强台风期间的一次降水过程中,近地表降水率大致呈环状分布,降水粒子浓度以及降水粒子半径的南北分布与东西分布相差较大,除了云墙降水为对流降水外,其他部分的降水以层云降水为主,层云降水对应的雨顶高度在4.5~12 km,主要集中在5.5~10 km;对流降水对应的雨顶高度在1~12 km,主要集中在2~5 km和6~11 km。     

厄尔尼诺对长江中下游地区夏季持续性降水结构的影响及其可能机理

根据中国国家气象信息中心提供的1961-2016年2400多站的逐日降水观测数据,分析了厄尔尼诺对长江中下游地区夏季持续性降水结构的影响。发现长江中下游地区的降水主要以5 d及以内的降水事件为主,其强度主要分布在4-24 mm/d;5 d以上降水所占比例相对较小,而其强度主要分布在12-24 mm/d。其中,长江中下游地区夏季大于5 d的降水事件（长持续性降水事件）所占比例和强度在长江以南地区要大于长江以北地区。同时,在厄尔尼诺的影响下,长江以南地区的降水结构从2-5 d持续性降水事件（短持续性降水事件）和1 d的降水事件（非持续性降水事件）向长持续性降水事件转变,且其强度增加。而长江以北地区,以湖北为主,降水结构存在从非持续性向短持续性降水事件转变的现象,短持续性降水事件的强度也略有增强。因此,厄尔尼诺使得长江中下游地区的降水事件更多地以持续性降水为主,不同持续性降水事件的强度加强。进一步分析发现厄尔尼诺次年西太平洋副热带高压西伸加强,与其相关的东南季风所输送的水汽也有所加强。同时,中高纬度阻塞高压环流形势稳定维持。受这些因子的共同作用,最终导致长江中下游地区夏季降水持续性延长和降水强度加强。而这将给长江中下游地区的农作物种植和经济发展等带来较严重的影响,使防洪、防涝工作面临严峻的挑战。      

Temperature and precipitation of Alaska: 50 year trend analysis

Summary  Temperature and precipitation records from 1949 to 1998 were examined for 25 stations throughout the State of Alaska. Mean, maxima, and minima temperatures, diurnal temperature range, and total precipitation were analyzed for linear trends using least squares regressions. Annual and seasonal mean temperature increases were found throughout the entire state, and the majority were found to be statistically significant at the 95% level or better. The highest increases were found in winter in the Interior region (2.2 °C) for the 50 year period of record. Decreases in annual and seasonal mean diurnal temperature range were also found, of which only about half were statistically significant. A state-wide decrease in annual mean diurnal temperature range was found to be 0.3 °C, with substantially higher decreases in the South/Southeastern region in winter. Increases were found in total precipitation for 3 of the 4 seasons throughout most of Alaska, while summer precipitation showed decreases at many stations. Few of the precipitation trends were found to be statistically significant, due to high interannual variability. Barrow, our only station in the Arctic region, shows statistically significant decreases in annual and winter total precipitation. These findings are largely in agreement with existing literature, although they do contradict some of the precipitation trends predicted by the CO₂-doubling GCM’s. Received August 30, 1999/Revised March 21, 2000     

Diurnal phase of late-night against late-afternoon of stratiform and convective precipitation in summer southern contiguous China

Using the tropical rainfall measuring mission (TRMM) Precipitation Radar (PR) observations combined with the surface rain gauge data during 1998–2006, the robust diurnal features of summer stratiform and convective precipitation over the southern contiguous China are revealed by exploring the diurnal variations of rain rate and precipitation profile. The precipitation over the southern contiguous China exhibits two distinguishing diurnal phases: late-night (2200–0600 LST) and late-afternoon (1400–2200 LST), dependent on the location, precipitation type and duration time. Generally, the maximum rain rate and the highest profile of stratiform precipitation occur in the late-afternoon (late-night) over the southeastern (southwestern) China, while most of the stratiform short-duration rain rate tends to present late-afternoon peaks over the southern China. For convective precipitation, the maximum rain rate and the highest profile occur in the late-afternoon over most of the southern contiguous China, while the convective long-duration rain rate exhibits late-night peaks over the southwestern China. Without regional dependence, the convective precipitation exhibits much larger amplitude of diurnal variations in both near surface rain rate and vertical extension compared with stratiform precipitation and the convective rain top rises most rapidly between noon and afternoon. However, there are two distinctive sub-regions. The diurnal phases of precipitation there are very weakly dependent on precipitation type and duration time. Over the eastern periphery of the Tibetan Plateau, the maximum rain rate and the highest profile of either convective or stratiform precipitation occur in the late-night. Over the southeastern coastal regions, both the near surface rain rate and rain top of convective and stratiform precipitation peak in the late-afternoon.     

近54 a江苏梅雨演变特征及2014年梅雨监测分析

通过对1961-2014年江苏省56个常规气象观测站降水及历年5-8月太平洋副热带高压资料进行了整理、订正及分析,揭示了江苏省梅雨入出梅日期、梅雨量、梅雨强度等特征量的变化趋势及年代际变化差异,并对2014年江苏省梅雨异常进行了分析。研究表明：长江以北和长江以南站点均表现出梅雨强度增强,梅雨期内降水频次和强降水事件频次增多的趋势,其中长江以南的梅雨强度、降水频次和强降水事件频次的变化趋势分别为0.18/（10a）、0.75 d/（站·10a）和0.25 d/（站·10a）较长江以北的变化趋势0.07/（10a）、0.01 d/（站·10a）和0.08 d/（站·10 a）更为明显,年代际变化特征也不尽相同。从2014年梅雨监测来看,长江以北处于空梅年份,长江以南则出现了长度为11 d的梅雨。     

中国区域高分辨率多源降水观测产品的融合方法试验

高质量、高分辨率降水产品研制对于数值天气模式检验、水文陆面模拟、山洪地质灾害监测有着重要意义。利用中国近4万自动气象站逐时降水资料、中国雷达定量降水估计和CMORPH卫星反演降水产品,开展0.05°×0.05°和0.01°×0.01°两种高分辨率下的三源降水融合方法研究试验,探讨如何有效引入雷达高分辨率信息来提高降水产品质量。一方面,在0.05°分辨率上,先以自动气象站观测降水数据为基准,采用概率密度函数（PDF）匹配法订正雷达和卫星估测降水产品的系统偏差,将雷达降水产品的偏差从-0.05 mm/h降至-0.008 mm/h;再采用贝叶斯模型平均（BMA）方法融合雷达和卫星降水产品,形成0.05°分辨率的中国区域覆盖完整且最优的联合降水背景场。此外,在0.01°分辨率上,以0.05°分辨率的卫星-雷达贝叶斯模型平均联合降水产品为背景,采用1 km雷达估测降水的空间结构信息进行降尺度,亦能有效提高0.01°分辨率背景场的质量。然后,分别以不同分辨率的卫星-雷达联合降水产品为背景,采用统计方法量化误差估计,再采用最优插值方法融入地面观测。通过2419个中国国家级气象台站的独立样本检验,评估了多种类型的降水资料及融合试验产品在中国地区的质量。结果表明,两种分辨率的三源融合试验产品的精度均优于任何单一来源的降水产品,特别是在站点稀疏地区,降水精度均较融合前有显著提高,达到了较好的融合效果,其中在0.05°分辨率上采用“概率密度函数+贝叶斯模型平均+最优插值”方法的三源融合降水产品整体质量最好,而0.01°分辨率上基于“概率密度函数+贝叶斯模型平均+降尺度+最优插值”方法的三源融合降水产品在强降水监测上更有优势。      

The Siberian High and climate change over middle to high latitude Asia

Summary The Siberian High is the most important atmospheric centre of action in Eurasia during the winter months. Here its variability and relationship with temperature and precipitation is investigated for the period 1922 to 2000. The pronounced weakening of the Siberian High during the last ∼ 20 years is its most remarkable feature. Mean temperature, averaged over middle to high latitude Asia (30° E–140° E, 30° N–70° N), is correlated with the Siberian High central intensity (SHCI) with correlation coefficient of − 0.58 (1922–1999), and for precipitation, the correlation coefficient is − 0.44 (1922–1998). Taking the Arctic Oscillation (AO), the SHCI, the Eurasian teleconnection pattern (EU), and the Southern Oscillation (SO) index into account, 72 percent of the variance in temperature can be explained for the period 1949–1997 (for precipitation the variance is 26 percent), with the AO alone explaining 30 percent of the variance, and the Siberian High contributing 24 percent. The precipitation variance explained by the Siberian High is only 9.8 percent of the total. Received January 2, 2001 Revised November 24, 2001     

Ningaloo Niño/Niña与华南冬季降水异常的联系

利用1979—2017年逐月平均的NOAA ERSST V3b海表温度资料、CN05.1降水资料以及NCEP/NCAR大气再分析资料,分析了Ningaloo Niño/Niña的基本特征及其与华南冬季降水异常的联系。结果表明,Ningaloo Niño/Niña是副热带东印度洋海温异常EOF第一模态,具有明显的年际变化特征和季节锁相特性。在扣除El Niño/La Niña的影响后,Ningaloo Niño/Niña与华南冬季降水异常存在着密切的联系,即Ningaloo Niño(Niña)年时,华南地区冬季降水增多(减少)。这种影响的可能机制是:Ningaloo Niño/Niña通过影响南支槽的强度变化进而影响华南冬季降水异常。Ningaloo Niño年冬季,澳大利亚西侧海表温度升高,对流增强,使南半球80°~100°E附近的Hadley环流上升支增强,造成经向环流异常,北半球低纬度地区形成一个异常的反环流圈,导致南支槽的增强。南支槽的强度与华南冬季降水呈正相关关系,南支槽强度偏强时,活跃的扰动向下游传播,槽前盛行的西南气流使得充足的水汽自孟加拉湾由西南向东北方向输入,为华南冬季降水偏多提供了条件,Ningaloo Niña年份的情形则与之相反。     

The role of ocean thermodynamics and dynamics in Asian summer monsoon changes during the mid-Holocene

Studies of climate change 6,000 years before present using atmospheric general circulation models (AGCMs) suggest the enhancement and northward shift of the summer Asian and African monsoons in the Northern Hemisphere. Although enhancement of the African monsoonal precipitation by ocean coupling is a common and robust feature, contradictions exist between analyses of the role of the ocean in the strength of the Asian monsoon. We investigated the role of the ocean in the Asian monsoon and sought to clarify which oceanic mechanisms played an important role using three ocean coupling schemes: MIROC, an atmosphere–ocean coupled general circulation model [C]; an AGCM extracted from MIROC coupled with a mixed-layer ocean model [M]; and the same AGCM, but with prescribed sea surface temperatures [A]. The effect of “ocean dynamics” is quantified through differences between experiments [C] and [M]. The effect of “ocean thermodynamics” is quantified through differences between experiments [M] and [A]. The precipitation change for the African and Asian monsoon area suggested that the ocean thermodynamics played an important role. In particular, the enhancement of the Asian monsoonal precipitation was most vigorous in the AGCM simulations, but mitigated in early summer in ocean coupled cases, which were not significantly different from each other. The ocean feedbacks were not significant for the precipitation change in late summer. On the other hand, in Africa, ocean thermodynamics contributed to the further enhancement of the precipitation from spring to autumn, and the ocean dynamics had a modest impact in enhancing precipitation in late summer.     

CMIP5多模式模拟两类El Niño海表盐度分布及与降水的关系

利用CMIP5提供的25个工业革命前控制试验（piControl）模拟数据评估了热带太平洋两类El Ni?o（即东部EP和中部CP型El Ni?o）的海表盐度（SSS）空间结构差异及其与海表温度（SST）和降水的关系。结果表明:（1）大部分模式能够模拟出EP和CP型空间结构,两类El Ni?o中的SST、降水和SSS的空间技巧评分依次减小,其中,EP型SST和降水水平分布的模拟能力强于CP型,SSS则为CP型强于EP型,CP型模拟的SST、SSS和降水异常中心位置较EP型偏西且强度偏弱;（2）CP型SST、降水和SSS三者空间分布的线性一致性比EP型好,即在CP型中,SST影响降水,进而影响SSS,同时SSS对SST调制的反馈机制较显著,而对于EP型,由于海洋水平平流和非局地效应等因素,使得SST与SSS空间对应较差;（3）依据多模式模拟的SSS空间技巧评分高低将CMIP5模式分为两类,技巧评分低（高）的模式模拟的SST、SSS和降水异常值的中心位置偏西（偏东）,引起中心位置偏移的原因与模式模拟赤道太平洋冷舌的位置有关,即赤道太平洋冷舌西伸显著,导致发生El Ni?o时SST异常变暖西伸显著,进而使得降水异常和SSS异常位置偏西。同时,技巧评分低的模式还易出现向东南延伸的负SSS异常,原因是双赤道辐合带的东南分支过于明显,即降水偏多,导致SSS偏淡。SSS变化会影响ENSO的发生发展。因此,探讨两类El Ni?o盐度分布的差异及相关物理场的关系,为提高模式的气候模拟和预测提供有益的借鉴。     

Projection and possible causes of summer precipitation in eastern China using self-organizing map

Self-organizing map (SOM) is used to simulate summer daily precipitation over the Yangtze–Huaihe river basin in Eastern China, including future projections. SOM shows good behaviors in terms of probability distribution of daily rainfall and spatial distribution of rainfall indices, as well as consistency of multi-model simulations. Under RCP4.5 Scenario, daily rainfall at most sites (63%) is projected to shift towards larger values. For the early 21st century (2016–2035), precipitation in the central basin increases, yet decreases occur over the middle reaches of the Yangtze River as well as a part of its southeast area. For the late 21st century (2081–2100), the mean precipitation and extreme indices experience an overall increase except for a few southeast stations. The total precipitation in the lower reaches of the Yangtze River and in its south area is projected to increase from 7% at 1.5 °C global warming to 11% at 2 °C, while the intensity enhancement is more significant in southern and western sites of the domain. A clustering allows to regroup all SOM nodes into four distinct regimes. Such regional synoptic regimes show remarkable stability for future climate. The overall intensification of precipitation in future climate is linked to the occurrence-frequency rise of a wet regime which brings longitudinally closer the South Asia High (eastward extended) and the Western Pacific Subtropical High (westward extended), as well as the reduction of a dry pattern which makes the two atmospheric centers of action move away from each other.