近51年川滇地区气候暖干化与旱涝灾害趋势判断

为揭示川滇地区气候特征与旱涝灾害趋势，以川滇地区70个气象站点1961～2011年的逐月气温、降水资料为基础,采用线性回归、五年滑动平均、M K突变检验、反距离加权空间插值、Z指数法、Morlet小波变换等方法，对川滇地区气候变化特征与旱涝灾害进行了分析。结果表明：近51 a川滇地区气温以021℃/10 a的速率增加；降水量以1076 mm/10 a的速率减少；尤其是20世纪90年代末期以来正经历着以增温和变干为趋势的气候变化特征，气候暖干化趋势明显。近51 a川滇地区年旱涝灾害总的趋势是向干旱发展，以2000年为转折点，2000年以前该区多涝灾，2000年后多旱灾，这与该区的气温与降水变化一致，气候暖干化的结果直接导致了旱灾加剧。川滇地区春、冬两季旱涝年际周期变化规律强，Z指数呈上升趋势，降水量增加；夏季旱涝周期变化十分显著，旱涝灾害程度加剧，干旱化趋势明显；秋季旱涝变化周期性不强，呈弱干旱化趋势发展     

近几十年三峡库区主要气象灾害变化趋势

利用三峡库区33站1961～2006年逐日降水量、平均气温、最高气温、雾、雷暴资料，分析了库区干旱、洪涝、连阴雨、高温、雾、雷暴主要气象灾害的变化趋势。统计结果表明：近46年来，三峡库区平均年干旱日数呈不明显的增加趋势，春、夏、冬季干旱日数的年际间基本没有变化趋势，但秋季干旱日数年际间有明显的增多趋势，增多速率为41 d/10 a；春、夏季雨涝日数变化趋势不明显，秋季雨涝日数有微弱的减少趋势；三峡库区年平均连阴雨过程次数有微弱的减少趋势，连阴雨日数的减少趋势较明显；近34年三峡库区年雷暴日数呈明显减少趋势，减少速度为29 d/10 a；库区平均年雾日数没有明显变化趋势,但1999年以来减少趋势明显；近46年三峡库区平均年高温日数、危害性高温日数有微弱的减少趋势，平均年极端最高气温均没有明显变化趋势。     

2003~2009年鄱阳湖流域土壤水分时空变化特征及影响因素

鄱阳湖流域水文过程是区域研究的热点问题,但相对于其它水文要素而言,土壤水分的时空分布特征及其影响因素尚缺乏系统研究,成为流域水文过程研究不确定性的主要来源之一。采用AMSR E土壤水分数据,从流域、子流域及地表覆被等不同的空间尺度,阐明了鄱阳湖流域2003～2009年土壤水分的年际与年内变化特征,并分析其影响因素。研究表明：在流域尺度上,土壤水分总体呈现中心低、周边高的“漏斗式”空间分布形态,但夏、秋季节空间差异性减弱,年际土壤水分呈现较强的下降趋势,其中以湖区下降速度最大;在地表覆被尺度上,林地土壤水分最高、年际下降速度最低,表明其在年际尺度上对干旱具有较强的调节作用,不同地表覆被类型的土壤水分年内差异较明显,但在6、7及10月差异较小,地表覆被对土壤水分的调节作用减弱;在影响因素方面,降水是土壤水分的主要影响因素,气温、灌溉等则一定程度上影响了土壤水分的变化特征。研究结果不仅有利于加强对流域水文过程的理解与认识,同时可为水资源管理及防旱抗旱等提供科学的辅助依据     

Increasing extremes of heat and drought associated with recent severe wildfires in southern Greece

Mountains of the northern Mediterranean basin face two major threats under global change. Aridity and available fuel are both expected to increase because of climatic and land-use changes, increasing fire danger. There may already be signs of such effects in the case of the Pinus nigra and Abies cephalonica forests on Mt. Taygetos (southern Greece). We reconstructed climate (mid- to late-fire-season drought) using tree-rings for the last 150 years and compared it with the mountain’s fire history reconstructed from P. nigra fire scars. Seven, out of the ten, large fires Mt. Taygetos experienced were associated with below-normal precipitation (P) or above-normal maximum temperature (T _max). The largest fires occurred in late summer of 1879, 1944, 1998, and 2007. However, only the recent fires (1998 and 2007) had both low P and high T _max, also confirmed from long-term meteorological data. The synergy between climate and fuel availability may explain the very high intensity of 1998 and 2007 fires that burned mostly as stand-replacing crown fires. The other two large fire events (1879 and 1944) most likely occurred under reduced availability in burning fuel and were related to above-normal T _max. Our findings are among the first based on long-term and site-specific empirical data to support the prediction that Mediterranean mountainous areas will face a very large threat from wildfires in the twenty-first century, if socioeconomic changes leading to land abandonment and thus burning fuel accumulation are combined with the drought intensification projected for the region under global warming.     

基于SPEI的西南农业区气象干旱时空演变特征

干旱已成为西南农业区的具有一定破坏力的自然灾害,研究干旱的时空变化对该区干旱的评估、预测具有重要的现实意义。根据西南农业区1962~2012年月气象资料,利用Penman-Monteith公式计算蒸散发和标准化降水蒸散指数(SPEI)值;采用线性回归、Mann-Kendall方法、小波分析和旋转经验正交函数(REOF)等方法分析了西南农业区干旱时空变化。研究结果表明:(1)西南农业区整体呈干旱化趋势;2000年以来年、四季变干趋势更加明显;秋季变干趋势显著;年均SPEI指数不存在显著突变点;年和四季干湿变化均存在2~8 a左右的振荡周期。(2)根据REOF分解的前6个空间模态,将西南农业区划分成6个干湿特征区域:云南高原东部区、汉中盆地区、东部山地区、云南高原西部区、四川盆地区、贵州高原区;其中云南高原东部区变干趋势显著,汉中盆地区和东部山地区有变湿润趋势,但并不明显;6个分区干湿变化普遍存在2~6 a左右的振荡周期。研究结果可为西南农业区防旱、抗旱提供科学参考。     

基于CHIRPS卫星降水的雅砻江流域干湿时空演变分析

雅砻江流域是我国水电开发的重点区域之一，在全球气候变化背景下探究流域干湿时空演变规律有利于合理规划和充分利用水资源，为流域内农业生产活动提供科学指导。基于1981~2017年雅砻江流域内及周边16个气象站月气象数据，采用Penman-Monteith（PM）公式计算各站逐月潜在蒸散量ET0，基于气象站降水校正CHIRPS卫星降水产品，从而获得更高空间分辨率的降水数据，以此计算标准化降水蒸散SPEI指数，采用云模型、Mann-Kendall（MK）趋势检验法分析流域年代际、年、季尺度的干湿时空分布特征与变化趋势。结果表明：（1）对CHIRPS卫星降水产品进行偏差校正不但提高了精度，而且能够获得更高空间分辨率的降水；（2）流域春季呈湿润化趋势，其余时间尺度均呈现干旱化趋势，以冬季干旱化速率最快。年尺度下干湿变化不均匀度的稳定性最差，秋季稳定性相对最好。春、冬两季SPEI空间分布的不均匀度弱于时间分布；（3）同一时间尺度下的流域各级别干湿相对面积近似呈正态分布，流域干湿变化趋势空间分布差异较大；（4）流域各级别干旱与湿润高发区无明显区域分布规律，发生干旱与湿润的最高频率在20%左右，且随着干湿程度的加重，频率变化范围逐渐缩小；（5）不同年代干湿频率差异较为显著，年平均干旱频率变化趋势为减-增-减，湿润频率变化趋势为增-减-减，湿润频率高值区呈现由下游向上游转移的趋势。     

近几十年三峡库区主要气象灾害变化趋势

利用三峡库区33站1961～2006年逐日降水量、平均气温、最高气温、雾、雷暴资料，分析了库区干旱、洪涝、连阴雨、高温、雾、雷暴主要气象灾害的变化趋势。统计结果表明：近46年来，三峡库区平均年干旱日数呈不明显的增加趋势，春、夏、冬季干旱日数的年际间基本没有变化趋势，但秋季干旱日数年际间有明显的增多趋势，增多速率为41 d/10 a；春、夏季雨涝日数变化趋势不明显，秋季雨涝日数有微弱的减少趋势；三峡库区年平均连阴雨过程次数有微弱的减少趋势，连阴雨日数的减少趋势较明显；近34年三峡库区年雷暴日数呈明显减少趋势，减少速度为29 d/10 a；库区平均年雾日数没有明显变化趋势,但1999年以来减少趋势明显；近46年三峡库区平均年高温日数、危害性高温日数有微弱的减少趋势，平均年极端最高气温均没有明显变化趋势。     

The viticultural system and climate change: coping with long-term trends in temperature and rainfall in Roussillon,France

Mediterranean viticulture could suffer from hotter and drier growing seasons over the coming decades. The present article focuses on the wine-producing area Côtes-du-Roussillon-Villages near Perpignan, in southern France. We used observational daily data (1925–2010) from Perpignan weather station and daily outputs (2001–2060) of the regional climate model ARPEGE-RETIC-V4 from Météo-France with scenarios A2, A1B and B1, to assess the exposure of the regional wine system to changes in temperature and precipitation, both in the recent past and the coming decades (1925–2060). Temperatures during the growing season and summer temperature extremes have been increasing continuously since the mid-1980s and are projected to increase faster from the mid-2040s. Precipitation is highly variable and very low in summer, and projections suggest greater uncertainty, and more extreme drought events could be expected. The analysis of climate data was complemented by thirty-two in-depth interviews with local actors of the wine industry to assess the impacts of climate change on their activities and potential adaptive options. Producers reported negative impacts of recent changes in climate in conjunction with a difficult economic situation. Analyses of historical, social and economic backgrounds are important to fully conceptualize the nature and extent of climate change risks in the region. This case study provides important insights into the roles of non-climatic factors in the generation of vulnerability for Mediterranean agricultural systems facing rapid climate change.     

Spatiotemporal characteristics of wildfire frequency and relative area burned in larch-dominated forests of Central Siberia

Wildfire frequency, relative area burned, and fire return intervals (FRI) have been studied in larchdominated forests along the transect from the southern (45° N) to the northern (73° N) distribution limits of larch stands based on analysis of satellite imagery (NOAA/AVHRR, Terra/MODIS; 1996–2015) and collection of tree cross cuts with fire scars. A significant increasing trend in fire extent (R² = 0.50, p < 0.05) has been revealed. Histograms of fire extent and frequency are bimodal in the southern and middle taiga (with peaks in spring–summer and late summer–autumn periods) but become unimodal toward the north (>55° N). The length of FRI increases from 80 years at 62° N to ~200 years at the Arctic Circle and reaches ~300 years near the northern limit of larch stands, showing a significant inverse correlation with the length of fire season (r =–0.69). In turn, the length of fire season, area burned and FRI are closely correlated with latitudinal variation in solar irradiance (r = 0.97, 0.81, and –0.95, respectively).     

基于NDVI的重庆市植被覆盖变化及其对气候因子的响应

运用美国NASA发布的MOD13Q1级产品16d最大值合成数据结合重庆市34个气象站点的气候资料,分析2000～2011年重庆市植被变化状况以及NDVI与主要气候因子温度、降水的相互关系。结果表明：12 a来重庆市年均NDVI呈增长趋势,但空间时间尺度上有所差异,从空间尺度上看NDVI增长区域主要分布在东北、东南、西南部区域,NDVI降低区域主要分布在重庆主城区、区县城区及长江沿岸、三峡库区消落带;从时间尺度上看,春季、秋季NDVI有一定幅度的增长,夏季NDVI趋于稳定,冬季NDVI有所下降;NDVI在年际尺度上与温度和降水相关并不显著,但在月份尺度上与气温降水均呈显著相关关系,且与气温相关性大于降水     

秦岭南部地区农业气候资源的变化及其对油菜的影响

秦岭南部地区地形及气候条件复杂,作为油菜主要种植区之一,研究其农业气候资源的变化特征及其对油菜的影响,可以为该区有效利用农业气候资源、合理安排农事活动提高油菜生产提供实践参考。以1960~2014年秦岭南部33个站点的逐日气象数据和近25a各省市统计年鉴资料,通过滑动平均、线性倾向估计、灰色关联分析等方法,研究秦岭南部农业气候资源的时空变化特征及对油菜产量的影响。结果表明:(1)近55a来,秦岭南部地区油菜生长季内平均气温和≥5℃积温呈上升趋势,平均速率分别为0.2、29.3℃/10 a,冻害指数、降水量、开花期降水量和相对湿度与日照时数都呈减少趋势,平均每10 a分别减少0.3、14.8 mm、1.4 mm、0.6%、32.2 h。(2)近55a来研究区油菜生长季内平均气温与≥5℃积温的多年平均空间分布都表现为由西南向东北方向递减,冻害指数的空间变化与二者相反,表明越冬期极端最低气温值在空间上由西南向东北逐渐减小;其水资源指标多年平均空间分布由南向北递减,日照时数则由西南向东北递增。(3)1960~2014年秦岭南部油菜生长季内平均气温与≥5℃积温在空间上均呈极显著的增加趋势,研究区西部变化幅度较小,东部变化幅度较大,冻害指数的空间变化趋势与二者相同;水资源与日照时数在空间上均呈极显著的减少趋势,只有少数站点表现为极显著的增加趋势,而日照时数在研究区东部变化幅度相对较大,其余区域变化幅度相对较小。总体上,平均气温和≥5℃积温高值区的变化幅度小,低值区变化幅度大,其他指标与之相反。(4)近25a来秦岭南部油菜气候产量呈不明显的上升趋势,平均速率为3.79 kg/(a·hm~2),其空间变化幅度差异大,且大部分站点的变化趋势均不显著;由关联度得作用于各区域油菜气候产量的主要影响因子存在差异。各农业气候资源指标的变化幅度越大,对油菜单产的可能影响相对较大。     

基于TRMM卫星资料分析三峡蓄水前后的局地降水变化

为揭示三峡蓄水对局地气候的影响，利用TRMM 3B42卫星降水产品分析了三峡蓄水前后（以2003年为分界）库区的局地降水变化。分析表明，蓄水以后，库区西北部年累积降水量增加，东南部年累积降水量减少，这种降水变化是大尺度上降水变化的区域体现。蓄水对干流附近降水产生了一定影响，干流站点间降水量差别增大，但整个大库区平均的年累积降水量无明显变化。蓄水之后的降水变化具有季节差异。冬季几乎整个库区的降水量都有所增加；春季降水量在干流的上游个别地区和下游减少，中游增加；夏季除库区下游部分地区外，大部分库区降水量有所减少；秋季，库区的上游和中游降水增加，下游降水减少。区域平均的季节降水量无明显年际趋势。结果表明，三峡蓄水带来的降水变化空间尺度只局限在近库区，对整个大库区降水变化的影响可忽略不计     

马尾松树轮早材、晚材年表对气候因子响应的敏感性分析

为探究亚热带地区树木年轮早材、晚材宽度指标用于气候变化分析的敏感性差异,及全球气候变暖背景下亚热带不同地区马尾松径向生长可能受到的影响。在马尾松(Pinus massoniana)主要分布区的大致西缘、南缘、中心区、北缘和东缘5个典型的亚热带地区建立起马尾松早材、晚材宽度指标的树轮年表,与各地记录的标准化降水蒸发指数、降水、月均温、月最高温、月最低温5个气候因子多年的单月值及多月值数据进行相关分析。结果发现:(1)所有地点的马尾松早材年表和晚材年表的平均敏感度均较高(0.185～0.273),可用于气候重建工作。(2)同一样区早材和晚材年表的相关性较高,但早材对气候的敏感性高于晚材年表。(3)马尾松树轮宽度对气候要素的响应在不同的地域存在一定的差异与联系。生长季早期的气温升高会对西缘、南缘、中心区和东缘样区马尾松的径向生长产生有利影响,但在较为干旱的北样区,马尾松径向生长则易受到升温造成的水分抑制作用。(4)在不区分上一年或当年条件下,夏季的降水对5个样区马尾松径向生长具有高湿制约作用,秋冬季降水对马尾松径向生长具有有利作用。     

Multi-GCM projections of future drought and climate variability indicators for the Mediterranean region

Future climate conditions for the Mediterranean region based on an ensemble of 16 Global Climate Models are expressed and mapped using three approaches, giving special attention to the intermodel uncertainty. (1) The scenarios of mean seasonal temperature and precipitation agree with the projections published previously by other authors. The results show an increase in temperature in all seasons and for all parts of the Mediterranean with good intermodel agreement. Precipitation is projected to decrease in all parts and all seasons (most significantly in summer) except for the northernmost parts in winter. The intermodel agreement for the precipitation changes is lower than for temperature. (2) Changes in drought conditions are represented using the Palmer Drought Severity Index and its intermediate Z-index product. The results indicate a significant decrease in soil moisture in all seasons, with the most significant decrease occurring in summer. The displayed changes exhibit high intermodel agreement. (3) The climate change scenarios are defined in terms of the changes in parameters of the stochastic daily weather generator calibrated with the modeled daily data; the emphasis is put on the parameters, which affect the diurnal and interdiurnal variability in weather series. These scenarios indicate a trend toward more extreme weather in the Mediterranean. Temperature maxima will increase not only because of an overall rise in temperature means, but partly (in some areas) because of increases in temperature variability and daily temperature range. Increased mean daily precipitation sums on wet days occurring in some seasons, and some parts of the Mediterranean may imply higher daily precipitation extremes, and decreased probability of wet day occurrence will imply longer drought spells all across the Mediterranean.     

秦岭南北地区农业气候资源时空变化特征

利用秦岭南北地区1960~2016年47个气象站点的观测资料，运用气候倾向率、Mann-Kendall趋势检验、相关分析与反距离加权插值等方法分析了秦岭南北地区光、热、水等农业气候资源的时空变化特征。结果表明：1960年以来，秦岭南北地区气温、≥10℃活动积温呈显著增加趋势，1995年后气温快速上升，并在2002年增温达到显著水平。春、冬、秋季增温明显，空间上秦岭以北增温倾向率大于秦岭以南。 1960~2016年，秦岭南北地区降水量总体呈微弱下降趋势，从时间上看，1995年前降水量以下降为主，1995年后降水量转为上升趋势；从空间上看，1960~2016年，下降较明显地区为秦岭以北、嘉陵江沿线，其次为汉水流域丹江口水库区域；部分地区呈现微弱上升趋势，主要分布在巴巫谷地、汉水流域大巴山等山地段和秦岭南坡东部。相对湿度呈微弱下降趋势；日照时数呈显著下降趋势，四季下降程度为夏>冬>秋>春，下降显著地区为研究区东部平原、汉中盆地、关中盆地及巴巫谷地。 关键词： 农业气候资源，时空变化，秦岭南北地区     

The ecological implications of land use change in the Source Regions of the Yangtze and Yellow Rivers, China

The alpine ecosystems in permafrost regions are extremely sensitive to climate change. The headwater regions of Yangtze River and Yellow River of the Qinghai-Tibet Plateau are on the permafrost area. Aerial photos of the Source Regions of the Yangtze and Yellow River taken in 1968 and three phases of TM images acquired from 1986, 2000, and 2008 were used to analyze the spatial alterations of the land cover and corresponding effects on the environment guided by landscape ecology theory. Firstly, land cover types were divided into three classes and 11 subclasses. Analysis results revealed the trends and magnitude of the eco-environmental changes in the regions over the past four decades and showed a continuous degradation of grasslands and the extension of desertification and salinization. Secondly, five landscape pattern indices (i.e., NP, MPS, PR, SHEI, CONTAG) commonly used in landscape ecological studies were calculated, and results showed that this region had become more centralized and diversified. Finally, the factors causing the degradation of alpine grasslands were analyzed. The regional climate exhibited a tendency toward significant warming and desiccation with the air temperature increased by 0.03 °C per year and relative stable precipitation over the last 40 years. And the temperature of permafrost in 0–20 cm soil layer obviously raised by 0.2–0.3 °C in the last 40 years. The combined effects of climate warming and permafrost variation were the major drivers for the changes of landscape in alpine ecosystems.     

Two thresholds determine climatic control of forest fire size in Europe and northern Africa

Fire weather indices predict fire extent from meteorological conditions assuming a monotonic function; this approach is frequently used to predict future fire patterns under climate change scenarios using linear extrapolation. However, the relationship between weather and fire extent may potentially depend on the existence of fuel moisture content thresholds above which this relationship changes dramatically, challenging this statistical approach. Here, we combine the continuous and the threshold approaches to analyze satellite-detected fires in Europe during 2001–2010 in relation to meteorological conditions, showing that fire size response to decreasing fuel moisture content follows a ramp function, i.e., with two plateaus separated by a phase of monotonic increase. This study confirms that at continental and high-resolution temporal scales, large fires are very unlikely to occur under moist conditions, but it also reveals that fire size stops to be controlled by fuel moisture content above a given threshold of dryness. Thus, fuel moisture content control only applies when fire is not limited by other factors such as fuel load, as large fires were virtually absent during the considered period in dry regions with less than 500 mm of average annual precipitation, i.e., low-productive areas where fuel amount would be scarce and discontinuous. In regions with sufficient fuel, other factors such as fire suppression or fuel discontinuity can impede large fires even under very dry weather conditions. These findings are relevant under current climatic trends in which the fire season length, in terms of number of days with drought code values above the observed thresholds (break points), is increasing in many parts of the Mediterranean, while it is decreasing in eastern Europe and remains unchanged in central Europe.     

鄱阳湖流域1960～2018年极端气温变化及其与大气环流的关系

为进一步揭示鄱阳湖流域极端气温事件变化及其影响因素,基于鄱阳湖流域24个气象站点连续59年观测资料,选取8个极端气温指数,分析鄱阳湖流域极端气温动态变化,并探讨了大气环流与极端气温变化的联系.结果表明:(1)鄱阳湖流域极端气温暖指数(暖昼天数、暖夜天数和夏日天数)及极值指数(日最低气温最小值和日最高气温最大值)均呈增加趋势;冷指数(冷昼天数、冷夜天数和霜冻天数)均呈逐渐减少趋势.(2)从空间分布来看,极端气温空间变化趋势与年际变化一致,极端气温暖指数和极值指数呈增加趋势,冷指数均呈减少趋势,但在不同地区变化趋势存在差异.流域各站点霜冻天数和冷昼天数均呈显著下降趋势,但在赣北地区下降趋势最显著.大部分站点(23/24)暖夜天数、夏日天数和日最低气温最小值均呈显著增加趋势;(3)鄱阳湖流域极端气温指数的变化与大气环流的变化存在相关性,其中西太平洋副高强度指数、夏季东亚季风指数、亚洲区极涡强度指数和北极涛动指数对极端气温事件影响显著.研究结果可为极端气候风险评估、灾害预警提供参考.     

Assessment of regional climate change impacts on Hungarian landscapes

The assessment of regional climate change impacts combined with the sensitivity of landscape functions by predictive modelling of hazardous landscape processes is a new fundamental field of research. In particular, this study investigates the effects of changing weather extremes on meso-regional-scale landscape vulnerability. Climatic-exposure parameter analysis was performed on a predicted climate change scenario. The exposure to climate change was analysed on the basis of the original data of the meso-scale IPCC A1B climate scenario from the REMO and ALADIN regional models for the periods of 2021–2050 and 2071–2100, and the regional types of climate change impacts were calculated by using cluster analysis. Selected climate exposure parameters of the REMO and ALADIN models were analysed, in particular, for extreme events (days with precipitation greater than 30 mm, heat waves, dry periods, wet periods) and for daily temperature and precipitation. The landscape functions impacted by climate change are proxies for the main recent and future problematic processes in Hungary. Soil erosion caused by water, drought, soil erosion caused by wind, mass movement and flash floods were analysed for the time periods of 1961–1990, 2021–2050 and 2071–2100. Based on the sensitivity thresholds for the impact assessments, the landscape functional sensitivity indicators were interpreted, and an integrative summary of the five indicators was made, differentiating the regions facing only a few or multiple sensitivities. In Central Hungary, the increasing exposure and sensitivity to droughts will be a serious problem when following the REMO scenario. In several regions, most indicators will change the sensitivity threshold from a tolerable risk to an increased or very high risk.     

24个CMIP5模式对长江流域模拟能力评估

根据1961~2005年长江流域气象站点的实测月降水量和气温数据,采用第5期全球耦合模式比较计划CMIP5(the Fifth Phase of Coupled Model Intercomparison Project)中24个全球气候模式(GCM)的模拟结果,通过计算模拟变量和观测变量平均值的相对误差、归一化的均方根误差、时间和空间相关系数,采用M-K趋势分析方法,分别选用在长江流域模拟气温和降水较好的5个模式进行集合平均,从时间的演变规律和空间的分布特征两方面,检验该模式集合对长江流域模拟气温和降水的能力。研究结果表明:各个模式模拟气温的能力要明显好于模拟降水的能力,但模拟气温较好的模式模拟降水的能力并不一定突出;模式集合的结果表明:在时间尺度上,模式集合平均结果与观测值拟合程度较好,且模式集合的结果振荡幅度较观测值小;在空间尺度上,模式集合的空间分布趋势与观测值大致相同,说明采用的模式集合结果用于预估未来长江流域降水的时空分布特征和演变规律是可行的。