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1.
1960~2014年淮河流域极端气温和降水时空变化特征 总被引：4，自引：1，他引：3
基于淮河流域33个气象站点1960~2014年逐日气温和降水数据,利用Mann-Kendall检验和克里金插值法分析了极端气温、降水指数的时空变化规律。结果表明：① 近55 a来,冷极值呈显著下降趋势,暖极值表现为波动上升趋势;日较差（DTR）呈显著下降趋势,这与最低气温的增加幅度比最高气温大有关;② 总降水量（PRCPTOT）和强降水日数（R10,R20）表现为缓慢下降趋势,1 d最大降水量（RX1day）、连续5 d最大降水（RX5day）以及降水强度（SDII）呈缓慢上升趋势,但变化趋势均不显著;③ 空间变化上来看,霜冻日数（FD0）、冷夜日数（TN10p）、热夜日数（TR20）和暖夜日数（TN90p）在流域大部分地区变化趋势显著,而降水极值在全流域未表现出一致上升或下降趋势,且变化趋势在全流域均不显著;④ 基于流域当前气象站点数据,极端气温、降水指数变化趋势未表现出高程相依性;⑤ 流域大部分极端气温、降水指数变化趋势介于中国南北方流域之间,表现出一定的南北过渡带特色。 相似文献
2.
基于格点数据的1961-2012年祁连山面雨量特征分析 总被引：1，自引：0，他引：1
基于国家气象信息中心发布的全国0.5°×0.5°逐日降水量数据集和气象站点日降水量实测资料,利用主成分分析（PCA）和回归分析,研究了1961-2012年祁连山面雨量年际变化以及面雨量距平与干旱累计强度的关系。结果表明,该套格点数据能够很好地反映出祁连山及其周边区域降水的时空分布格局,山区降水量大于平原区降水量,山区东段降水量大于西段降水量。1961-2012年祁连山面雨量的多年平均值为724.9×108 m3,其中,春、夏、秋、冬的面雨量分别为118.9×108 m3、469.4×108 m3、122.5×108 m3、14.1×108 m3,夏季面雨量最大,占全年的64.76%。除春季外,其他季节面雨量都呈现逐年增加趋势,夏季增幅最大,平均每年增加1.7×108 m3。山区面雨量与祁连山及其周边区域的干湿程度表现出较好的相关性,干旱累计强度与面雨量表现出负相关性,山区面雨量较多时这一地区的干旱强度也较弱。 相似文献
3.
基于高分辨率格点数据的1961-2013年青藏高原雪雨比变化 总被引：1，自引：0，他引：1
基于国家气象信息中心发布的1961-2013年全国0.5° × 0.5°逐日降水量和日平均气温格点数据集以及气象站点日降水量和日平均气温实测资料,采用森斜率,M-K突变分析,IDW空间插值以及小波分析等方法,对近53年来青藏高原的降水量,降雨量,降雪量以及雪雨比的时空变化,突变和周期等特征进行了分析.结果表明:① 从时间尺度上看,青藏高原的降水量和降雨量总体呈增加趋势,增加幅度分别为0.6 mm·a-1(p < 0.05)和1.3 mm·a-1(p < 0.001);而降雪量和雪雨比均呈下降趋势,下降幅度分别为0.6 mm·a-1(p < 0.01)和0.5% a-1(p < 0.001).② 从空间分布上看,青藏高原的大部分地区降水量和降雨量呈增加趋势,而降雪量却呈现减少趋势.因此,雪雨比在青藏高原相应呈现减少趋势.③ 突变和周期分析表明,青藏高原降水量,降雨量,降雪量和雪雨比的突变时间分别出现在2005,2004,1996和1998年左右,而周期变化集中为5年,10年,16年,20年左右.④ 青藏高原降水量倾向率和降雨量倾向率均随海拔的升高呈现出先降低后升高的变化趋势,降雪量倾向率随海拔的升高而降低,雪雨比倾向率随海拔的升高呈微弱的下降趋势. 相似文献
4.
Jie Wang Mingjun Zhang Shengjie Wang Zhengguo Ren Yanjun Che Fang Qiang Deye Qu 《地理学报(英文版)》2016,26(9):1277-1288
On the basis of two gridded datasets of daily precipitation and temperature with a spatial resolution of 0.5°×0.5°, and meteorological station data released by the National Meteorological Information Center (NMIC) during 1961–2013, the spatial and temporal variations of total amount of precipitation, amount of rainfall, amount of snowfall and snowfall/rainfall ratio (S/R) in the Tibetan Plateau (TP) are analyzed using Sen’s slope, the Mann–Kendall mutation test, Inverse Distance Weighting (IDW) and the Morlet wavelet. Total amount of precipitation and amount of rainfall generally show statistically significant increasing trends of 0.6 mm·a–1 and 1.3 mm·a–1, respectively, while amount of snowfall and S/R have significant decreasing trends of–0.6 mm·a–1 and–0.5% a–1, respectively. In most regions, due to significant increasing trends in total amount of precipitation and amount of rainfall, and significant decreasing trends in amount of snowfall, S/R shows a decreasing trend in the TP. Abrupt changes in total amount of precipitation, amount of rainfall, amount of snowfall and S/R are detected for 2005, 2004, 1996 and 1998, respectively. Total amount of precipitation, amount of rainfall, amount of snowfall and S/R are concentrated in cycles of approximately 5 years, 10 years, 16 years and 20 years, respectively. The trend magnitudes for total amount of precipitation and amount of rainfall all show decreasing-to-increasing trends with elevation, while amount of snowfall and S/R show decreasing trends. 相似文献
5.
Estimation of areal precipitation in the Qilian Mountains based on a gridded dataset since 1961 总被引：1，自引：1，他引：0
Fang Qiang Mingjun Zhang Shengjie Wang Yangmin Liu Zhengguo Ren Xiaofan Zhu 《地理学报(英文版)》2016,26(1):59-69
Based on a 0.5°×0.5° daily gridded precipitation dataset and observations in meteorological stations released by the National Meteorological Information Center, the interannual variation of areal precipitation in the Qilian Mountains during 1961-2012 is investigated using principal component analysis (PCA) and regression analysis, and the relationship between areal precipitation and drought accumulation intensity is also analyzed. The results indicate that the spatial distribution of precipitation in the Qilian Mountains can be well reflected by the gridded dataset. The gridded data-based precipitation in mountainous region is generally larger than that in plain region, and the eastern section of the mountain range usually has more precipitation than the western section. The annual mean areal precipitation in the Qilian Mountains is 724.9×108 m3, and the seasonal means in spring, summer, autumn and winter are 118.9×108 m3, 469.4×108 m3, 122.5×108 m3 and 14.1×108 m3, respectively. Summer is a season with the largest areal precipitation among the four seasons, and the proportion in summer is approximately 64.76%. The areal precipitation in summer, autumn and winter shows increasing trends, but a decreasing trend is seen in spring. Among the four seasons, summer have the largest trend magnitude of 1.7×108 m3×a-1. The correlation between areal precipitation in the mountainous region and dry-wet conditions in the mountains and the surroundings can be well exhibited. There is a negative correlation between drought accumulation intensity and the larger areal precipitation is consistent with the weaker drought intensity for this region. 相似文献
6.
On the basis of the summer daily-precipitation meteorological data collected from weather stations across Northwest China from 1957 to 2016, this study evaluated the trends in 12-daily precipitation indices in the summer season and their relations with air temperature. Precipitation-event intensity, which was averaged over the total study area, increased in recent decades although the total precipitation continuously decreased. In particular, intensity generally decreased in the northern and eastern parts and increased in the southern and western parts of the study area. None of the 12 precipitation indices was significantly correlated with temperature in Xinjiang; R95 N(number of events with precipitation greater than the long-term95 th percentile), RX1 day(greatest 1-day total precipitation), PI(simple daily intensity), and R10(number of heavy-precipitation days) were significantly and positively correlated with temperature in Qinghai–Gansu. However, low correlation coefficients were observed. In the Loess Plateau, P(total precipitation), WS(maximum number of consecutive wet days),R95 N, and WD(number of wet days) were significantly and negatively correlated with temperature, whereas Gini(gini concentration index) and DS(maximum number of consecutive dry days) were significantly and positively correlated with temperature. Results of the study suggested that climate shift was evident in terms of daily precipitation, and the study area faced new challenges involving precipitation-event intensity increasing in the southwestern part and unevenly dispersing in the northwest. 相似文献
7.
The total precipitation of the highest 1 day, 3 day, 5 day and 7 day precipitation amount （R1 D, R3D, R5D and R7D） in the Yangtze River basin was analyzed with the help of linear trend analysis and continuous wavelet transform method. The research results indicated that： 1） Spatial distribution of RID is similar in comparison with that of R3D, R5D and R7D. The Jialingjiang and Hanjiang river basins are dominated by decreasing trend, which is significant at 〉95% confidence level in Jialingjiang River basin and insignificant at 〉95% confidence level in Hanjiang River basin. The southern part of the Yangtze River basin and the western part of the upper Yangtze River basin are dominated by significant increasing trend of RID extreme precipitation at 〉95% confidence level. 2） As for the R3D, R5D and R7D, the western part of the upper Yangtze River basin is dominated by significant increasing trend at 〉95% confidence level. The eastern part of the upper Yangtze River basin is dominated by decreasing trend, but is insignificant at 〉95% confidence level. The middle and lower Yangtze River basin is dominated by increasing trend, but insignificant at 〉95% confidence level. 3） The frequency and intensity of extreme precipitation events are intensified over time. Precipitation anomalies indicated that the southeastern part, southern part and southwestern part of the Yangtze River basin are dominated by positive extreme precipitation anomalies between 1993-2002 and 1961-1992. The research results of this text indicate that the occurrence probability of flash flood is higher in the western part of the upper Yangtze River basin and the middle and lower Yangtze River basin, esp. in the southwestern and southeastern parts of the Yangtze River basin. 相似文献
8.
近45年雅鲁藏布江流域极端气候事件趋势分析 总被引：23，自引：2，他引：21
利用雅鲁藏布江流域10个气象台站1961-2005年逐日最高气温、最低气温和日降水量资料,分析了该流域气温和降水等气候极端事件的变化趋势.研究表明:近45年以来,雅鲁藏布江流域夜间和白天极端低温日数分别以1.94和0.97天/10年的趋势在显著减少,夜间极端低温日数减少在冬季最明显,白天极端低温日数在秋季减少最明显:夜间极端高温日数和白天极端高温日数分别以3.03和1.26天/10年的速度显著增加,夜间极端高温日数增加在夏季最明显,白天极端高温日数增加在冬季最明显;日较差以0.11℃/10a的速度在显著减少,主要发生在冬季:最大的1天降水总量和逐年连续无降水天数有减少趋势,最大的5天降水总量、中雨天数、逐年平均降水强度和逐年连续降水天数有增加趋势,90年代以来增加趋势明显,与该地区经向风与水汽通量增加有关. 相似文献
9.
The present study aims to identify regions of extreme precipitation in mainland Portugal and to create a single index of extreme precipitation susceptibility (EPSI). For this purpose, twelve extreme precipitation indices were selected from the Expert Team on Climate Change Detection and Indices between 1950 and 2003. By considering only six extreme precipitation indices: R×1day, R×5day, SDII, R20, CWD and R95PTOT for the 10-year return period, between 1950 and 2003, the EPSI was developed to both annual data and meteorological season. The regionalization of extreme precipitation in Portugal were determined using a principal component analysis in T-mode. The results, show three spatial regions obtained from PCA. The three regions were analyzed separate. In the annual EPSI, the highest susceptibility areas are the mountainous regions in northern (e.g. Gerês, Peneda, Alvão, Marão and Montesinho) and central Portugal (e.g. Serra da Estrela), as well as in the Algarve (southern Portugal). Conversely, the lower susceptibility classes are in municipalities of the northeast, Alentejo and along the central-western coast. The results of EPSI show similar results in autumn and winter. In spring, however, the high susceptibility class increases in the Lisbon region and in the Sado Basin. In summer, there is an increase in susceptibility in the northeast, while susceptibility is low over much of Alentejo and Algarve, where precipitation is neglectful. This work presents a first attempt to implement this type of index for mainland Portugal. The first results are very promising, showing a consistent representation of the overall spatial distribution of extreme precipitation susceptibility. The combination of this information by municipalities can be of foremost relevance to civil protection and risk management. 相似文献
10.
伊朗由于其独特的地理位置和脆弱的生态环境一直以来都是气候变化研究的热点区域,降水作为伊朗水资源的重要来源对生态环境和社会经济发展尤为重要,因此评估降水数据集的适用性是进行科学研究的基础。本文利用伊朗1988—2017年103个观测站的年降水数据（OBS）,以平均偏差（Mean Error,ME）、均方根误差（Root Mean Square Error,RMSE）、相关系数（correlation coefficient,R）对Global Precipitation Climatology Centre（GPCC）V2020、Climatic Research Unit（CRU）TS 4.05、Terrestrial Air Temperature and Precipitation: Monthly and Annual Time Series（UDEL）V5.01和NOAA's Precipitation Reconstruction over Land（PREC）四套全球网格降水数据集在伊朗的适用性进行评估,并进一步分析了地形对不同数据集精度的影响。研究结果显示：① GPCC降水数据偏差最小,与观测数据相关性最高,最适合伊朗现代气候变化研究。② GPCC、CRU、和UDEL均能反映伊朗降水的基本特征,但普遍会低估降水高值,PREC数据不能准确反映伊朗降水的空间分布模态,因此使用PREC数据分析伊朗降水特征时应当谨慎。③ 海拔和坡度对ME、RMSE以及R有一定影响,坡向对数据集精度影响不大。以上结论可为四套数据的订正及其在伊朗地区气候变化研究中的应用提供科学依据。 相似文献
11.
陕北黄土高原区极端降水时空变化特征及其影响因素 总被引：1，自引：0，他引：1
基于1970—2017年逐日降水数据,辅以趋势分析、空间分析和小波相干等气候诊断方法,对陕北黄土高原区极端降水时空变化特征进行分析,探讨不同海区海温异常与降水变化的响应关系。结果表明：① 1970—2017年,陕北地区气温波动上升,降水增加,半干旱界线明显向西北方向移动;② 1970—2017年,陕北地区降水呈现极端化。具体表现为,弱降水日数减少,强降水日数增加,降水持续时间呈现破碎化,1日最大降水量、5日最大降水量和降水强度均表现出显著的上升趋势;③ 在影响因素上,陕北地区极端降水变化受赤道太平洋中西部海温影响明显于东部,受赤道太平洋北侧影响明显于南侧,受海温年代周期变化影响（14~16a）明显于中长期周期（4~8a）。同时,NINO W区可作为区域极端降水响应的关键海区。当NINO W区海温异常偏高时,陕北地区降水普遍偏高,降水强度和持续时间增加,易发生雨涝灾害。 相似文献
12.
本文利用1961—2010年北疆地区20个气象台站的逐日降水量、最高气温、最低气温及平均气温资料,采用国际气候诊断与指数小组(ETCDDMI)所提供极端降水和气温事件的各种指标,对极端气候事件时空变化规律进行分析。结果表明:近50年,北疆地区极端降水和气温事件有显著的增加趋势;在北疆不同气候区极端降水指标变化趋势表现不同,其中准噶尔盆地地区增长趋势最慢;冷夜(日) 指数呈现下降趋势,为-4.05 d/10a(-1.51 d/10a),暖夜(日)指数呈现增加趋势,为4.36 d/10a (1.64 d/10a)。线性趋势分析发现,在20世纪80年代后极端降水事件有明显的增加趋势;应用M-K检测年最高气温和年最低气温,发现大多数站点在20世纪80年代后年最高气温和年最低气温也呈现显著增加。这表明在20世纪80年代后,北疆地区的极端气候事件增加趋势更加显著。 相似文献
13.
Changing features of extreme precipitation in the Yangtze River basin during 1961-2002 总被引：1，自引：0，他引：1
The total precipitation of the highest 1 day, 3 day, 5 day and 7 day precipitation amount (R1D, R3D, R5D and R7D) in the Yangtze River basin was analyzed with the help of linear trend analysis and continuous wavelet transform method. The research results indi-cated that: 1) Spatial distribution of R1D is similar in comparison with that of R3D, R5D and R7D. The Jialingjiang and Hanjiang river basins are dominated by decreasing trend, which is significant at >95% confidence level in Jialingjiang River basin and insignificant at >95% con-fidence level in Hanjiang River basin. The southern part of the Yangtze River basin and the western part of the upper Yangtze River basin are dominated by significant increasing trend of R1D extreme precipitation at >95% confidence level. 2) As for the R3D, R5D and R7D, the western part of the upper Yangtze River basin is dominated by significant increasing trend at >95% confidence level. The eastern part of the upper Yangtze River basin is dominated by decreasing trend, but is insignificant at >95% confidence level. The middle and lower Yangtze River basin is dominated by increasing trend, but insignificant at >95% confidence level. 3) The frequency and intensity of extreme precipitation events are intensified over time. Pre-cipitation anomalies indicated that the southeastern part, southern part and southwestern part of the Yangtze River basin are dominated by positive extreme precipitation anomalies be-tween 1993–2002 and 1961–1992. The research results of this text indicate that the occurrence probability of flash flood is higher in the western part of the upper Yangtze River basin and the middle and lower Yangtze River 相似文献
14.
1961-2016年渭河流域极端降水事件研究 总被引：1，自引：1，他引：0
基于1961-2016 年渭河流域26 个气象站点的逐日降水数据,选取与极端降水事件密切相关的9 个指数,利用线性趋势法、Mann-Kendall突变点检验和方差分析等方法,揭示渭河流域极端降水事件的变化趋势、突变情况以及渭河流域上、中、下游降水情况的差异特征,对研究区未来极端降水事件提供科学预测和理论参考。结果表明：① 渭河流域上、中、下游地区及整个流域的年总降水量分别以16.588 mm/10a、8.319 mm/10a、6.703 mm/10a和9.544 mm/10a的速率下降,表明渭河流域56 a来降水总量存在逐年减少的趋势,整个渭河流域地区呈现变干的趋势。② 降水强度(SDII)、强降水总量(R95PTOT)和极端降水总量(R99PTOT)在整体上均呈现上升趋势,极端降水总量的上升趋势高于强降水总量,上游地区的上升趋势高于中下游地区,表明渭河流域极端降水强度有所增强,极端降水事件发生频率有所增大。③ 渭河流域出现极端降水事件的年份集中在20世纪90年代和21世纪初期,且降水情况的年际差异较大,中游地区的变化更为明显。④ 相关分析显示中下游地区对整个流域极端降水事件的发生情况起到较大的贡献。 相似文献
15.
在全球气候变化背景下,近60 a江淮流域梅雨特征量及梅雨期分级降水的时空变化特征还不明晰。论文采用江淮流域1961—2020年239个气象站逐日降水、气温和NCEP/NCAR再分析资料识别梅雨过程,研究梅雨入出梅日期等特征量及梅雨期不同量级的雨日数等指标的时空特征,计算城市化对梅雨期强降水的贡献。结果表明：Ⅰ区(江南区)平均入出梅最早,Ⅱ区(长江中下游区)次之,Ⅲ区(江淮区)入出梅最晚,梅雨期长度依次为30、30和24 d,入出梅日和梅雨期长度趋势性均不明显。Ⅰ区平均梅雨雨强最大(367.6 mm),Ⅱ区次之(298.4 mm),Ⅲ区最小(253.5mm);Ⅱ区梅雨雨强显著增加、平均梅雨强度指数最大,最易发生暴力梅,Ⅲ区梅雨强度指数变化最剧烈。江淮流域梅雨量Ⅰ、Ⅱ区中部较大,Ⅰ区雨日数最多,Ⅱ区次之,Ⅲ区最少。梅雨期小雨日数最多、降水发生率最高,中雨、大雨和暴雨依次减少。绝大多数站点小雨、中雨日数趋势性不明显,Ⅱ区中东部大雨、暴雨日数显著增加。绝大多数站点大雨、暴雨降水发生率趋势性不明显,Ⅱ区较多站点小雨、中雨发生率显著下降是其东部梅雨期降水发生率显著减少的原因。暴雨量占梅雨量比例最大... 相似文献
16.
基于SPEI和SDI指数的云南红河流域气象水文干旱演变分析 总被引：2，自引：1，他引：1
本文基于红河流域43个气象站1961-2012年逐月降水、气温数据以及干支流2个水文站1956-2013年逐月流量数据,采用标准化降水蒸散指数(SPEI)和径流干旱指数(SDI)分析流域气象水文干旱的演变特征,并探讨水文干旱对气象干旱的响应。结果表明：①1961-2012年期间,流域总体上表现出干旱化的趋势,季节变化上春季有变湿的趋势,而夏、秋、冬三季有变干的趋势,但趋势并不显著。干旱频率季节空间分布差异较大,春旱和冬旱发生频率较高。从干旱范围来看,春旱范围呈缩小的趋势,夏旱、秋旱和冬旱范围表现出不同程度的增大趋势;②1956-2013年期间,流域水文干旱表现出加剧的趋势,其中1958-1963、1975-1982、1987-1993、2003-2006和2009-2013年为水文干旱多发期,近10年来频率明显增加;③流域水文干旱滞后于气象干旱1~8个月,气象和水文干旱事件的干旱历时、严重程度和强度之间具有紧密的相关性,流域气象干旱是水文干旱的主要驱动力。 相似文献
17.
塔克拉玛干沙漠周边地区极端弱降水的时空变化特征 总被引：3，自引：1，他引：2
选用塔克拉玛干沙漠周边40个气象站1961-2009年日降水资料和4个极端弱降水指标,分析该地区极端弱降水的时空变化特征。采用M-K法和F检验对各站点降水指标的变化趋势及变化率进行检验和计算,并利用Monte Carlo模拟进行区域显著性检验。由 Copula函数得到两降水指标的联合分布,计算两降水指标的联合重现期。结果表明：（1）年最长连续无降水日数（CDD）多为80～100 d,呈显著减少趋势;出现频率最高的每年日降水量小于降水日序列25%分位数的日数（D25）为0～10 d,呈显著增加趋势;每年日降水量小于降水日序列25%分位数的总降水量（P25）的值集中在0～1.5 mm,2～3 mm的 P25从2000年才开始出现;出现频率最高的每年日降水量小于降水日序列25%分位数的日平均降水量（I25）为0.1～0.3 mm,I25超过0.4 mm的情况极少出现。（2）CDD与D25和P25各自五年一遇值的空间分布相反。除CDD和D25均大于各自五年一遇值的联合重现期较长外,其余各类型联合重现期较短。沙漠周边地区发生不同类型极端弱降水事件的概率不同。 相似文献
18.
干旱指标在陕西省应用的敏感性分析 总被引：4，自引：2，他引：2
利用陕西省1961—2005年各气象站旬气象资料、33个农气旬报站土壤相对湿度及2001年6月13日NOAA-16极轨气象卫星资料,分析了降水距平百分率、Z指数、Palmer干旱指数、土壤相对湿度对干旱的发生、发展、变化的敏感性,描述干旱发生的范围、程度的差异,并将反映出的旱情与同时段用遥感监测得到的旱情进行比较。结果表明:降水距平百分率、Z指数对旱情的变化具有很高的敏感性,各干旱指标都能反应出区域内干旱的发生,但各指标反映出的干旱程度和范围不同;与同时段遥感监测得到的旱情相比,遥感监测的旱情更加细致,并与地表状况有关。干旱是一个累积过程,同时与影响对象有密切关系,使用干旱指标分析旱情时需要根据受旱对象选用不同的干旱指标,综合考虑前期的水分状况与旱情发生、发展有关的因素。 相似文献
19.
The suspected impact of climate warming on precipitation distribution is examined in the Yangtze River Basin. Daily precipitation data for 147 meteorological stations from 1961–2000 and monthly discharge data for three stations in the basin have been analyzed for temporal and spatial trends. The methods used include the Mann–Kendall test and simple regression analysis. The results show (1) a significant positive trend in summer precipitation at many stations especially for June and July, with the summer precipitation maxima in the middle and lower Yangtze River basin in the 1990s; (2) a positive trend in rainstorm frequency that is the main contributor to increased summer precipitation in the basin; and (3) a significant positive trend in flood discharges in the middle and lower basin related to the spatial patterns and temporal trends of both precipitation and individual rainstorms in the last 40 years. The rainstorms have aggravated floods in the middle and lower Yangtze River Basin in recent decades. The observed trends in precipitation and rainstorms are possibly caused by variations of atmospheric circulation (weakened summer monsoon) under climate warming. 相似文献
20.
A total of 12 indices of temperature extremes and 11 indices of precipitation ex-tremes at 111 stations in southwestern China at altitudes of 285-4700 m were examined for the period 1961-2008. Significant correlations of temperature extremes and elevation in-cluded the trends of diurnal temperature range, frost days, ice days, cold night frequency and cold day frequency. Regional trends of growing season length, warm night frequency, coldest night and warmest night displayed a statistically significant positive correlation with altitude. These characteristics indicated the obvious warming with altitude. For precipitation extreme indices, only the trends of consecutive dry days, consecutive wet days, wet day precipitation and the number of heavy precipitation days had significant correlations with increasing alti-tude owing to the complex influence of atmospheric circulation. It also indicated the increased precipitation mainly at higher altitude areas, whereas the increase of extreme precipitation events mainly at lowers altitude. In addition, the clearly local influences are also crucial on climate extremes. The analysis revealed an enhanced sensitivity of climate extremes to ele-vation in southwestern China in the context of recent warming. 相似文献