基于塔吉克斯坦46个气象站的数据,运用集合模态分解、趋势分析和小波分析等方法,对该国1971—2013年降水量和气温时空变化进行了研究。结果表明:① 时间变化上,年降水量和平均气温都呈增加趋势,其中,年降水量存在3 a、6 a、14 a和27 a的变化周期,平均气温存在3 a、7.5 a、12~13 a和32 a的变化周期。② 近43 a塔吉克斯坦平均年降水量大致呈自中部向四周逐渐减少的分布特征,在空间上增势明显,其平均降水量倾向率为15.2 mm·(10a)-1;降水量季节变化差异明显,春、夏、秋、冬四季降水量倾向率分别为-1.7 mm·(10a)-1、1.3 mm·(10a)-1、1.1 mm·(10a)-1和4.4 mm·(10a)-1;年代尺度降水量空间距平表明,1970s降水量最少,在1980s和1990s持续增加,并在2000s达到年代最大值。过去的43 a间塔吉克斯坦年平均气温在空间上随着海拔的增高逐渐降低,在变化趋势上,气温均呈增加趋势〔平均气温倾向率为0.26 ℃·(10a)-1〕且自南向北增幅逐渐增大。四季平均气温也呈增加趋势,增势从大到小依次为:冬季、春季、秋季、夏季。年代变化上,总体经历了低温期—高温期—低温期—高温期的变化过程,其中,1970s和1990s气温相对较低,1980s气温东部相对较低、西部相对较高,2000s气温相对较高,2001—2013年年平均气温比多年平均值高0.4~0.7 ℃。③ 塔吉克斯坦气温和降水呈明显的共振负相关。
This paper analyzes the spatial-temporal variations of precipitation and temperature using the data from 46 meteorological stations from 1971 to 2013 based on the methods of EEMD,trends analysis and wavelet analysis. The results showed that:① In temporal variations,the annual precipitation and average temperature all have increasing trend,annual precipitation presented periodicities of 3 a,6 a,14 a and 27 a,and temperature presented periodicities of 3 a,7.5 a,12-13 a and 32 a,respectively. ② In spatial variations,the annual precipitation was significantly increased at the tendency rate of 15.2 mm·(10a)-1,and the distribution characteristics of average annual precipitation were gradually reduced from the central to the borders. The change trend of seasonal precipitation presented significantly difference,at the rate of -1.7 mm·(10a)-1 (spring),1.3 mm·(10a)-1 (summer),1.1 mm·(10a)-1 (autumn) and 4.4 mm·(10a)-1 (winter),respectively. There was a decadal variation of precipitation: the annual precipitation was relatively low in the 1970s,kept increasing in the 1980s and 1990s,and achieved the maximum in the 2000s. The annual average temperature was significantly increased (average temperature tendency rate is 0.26 ℃·(10a)-1 and the tendency rate gradually increased from the south to north. The seasonal average temperature all showed increasing trend and the order of increasing from stronger to weaker is winter,spring,autumn and summer. The temperature experienced a period of “low-high-low-high” in the decadal variations; the average temperature was relatively low in the 1970s and 1990s,relatively low in the eastern but high in the western in 1980s,and relatively high in 2000s,and the average temperature from 2000 to 2013(0.4-0.7 ℃) is higher than that from 1971 to 2013. ③ The temperature and precipitation presents obvious resonance negative correlation in Tajikistan.
〔1〕 Pokivailov A A.Patterns of the Orthoptera distribution in the Sou-thwestern Tajikistan landscapes〔J〕.Entomological Review,2015,95(1):38-48.
〔2〕 Malsy M,aus der Beek T,Flrke M.Evaluation of large-scale precipitation data sets for water resources modelling in Central Asia〔J〕.Environmental Earth Sciences,2014,73(2):787-799.
〔3〕 Gan R,Luo Y,Zuo Q,et al.Effects of projected climate change on the glacier and runoff generation in the Naryn River Basin,Central Asia〔J〕.Journal of Hydrology,2015,523:240-251.
〔4〕 Groll M,Opp C,Kulmatov R,et al.Water quality,potential conflicts and solutions-an upstream-downstream analysis of the transnational Zarafshan River(Tajikistan,Uzbekistan)〔J〕.Environmental Earth Sciences,2015,73(2):743-763.
〔5〕 White C J,Tanton T W,Rycroft D W.The impact of climate change on the water resources of the Amu Darya basin in central Asia〔J〕.Water Resources Management,2014,28(15):5 267-5 281.
〔6〕 朱利凯,蒙吉军.内蒙古中部地区近40年来降水时空变化〔J〕.干旱区研究,2010,26(4):536-544.〔Zhu Likai,Meng Jijun.Spatiotemporal variation of precipitation in the central Inner Mongolia in recent 43 years〔J〕.Arid Zone Research,2010,26(4):536-544.〕
〔7〕 张翀,李晶,任志远.西北地区1962年至2000年降水量变化的时空特征分析〔J〕.资源科学,2010,33(12):2 298-2 304.〔Zhang Chong,Li Jing,Ren Zhiyuan.Spatial and temporal characteristics of precipitation changes from 1962 to 2000 in Northwestern China〔J〕.Resources Science,2010,33(12):2 298-2 304.〕
〔8〕 刘梅,彭晓燕,李进喜,等.1961年至2007年江苏省高温气候特征分析〔J〕.资源科学,2011,33(10):1 991-1 998.〔Liu Mei,Peng Xiaoyan,Li Jinxi,et al.Climatic characteristics of high temperatures in Jiangsu Province in recent 50 years〔J〕.Resources Science,2011,33(10):1 991-1 998.〕
〔9〕 赵一飞,张勃,汪宝龙,等.近54 a来甘肃省河东地区气候时空变化特征〔J〕.干旱区研究,2012,29(6):956-964.〔Zhao Yifei,Zhang Bo,Wang Baolong,et al.Spatiotemporal climate change in the Hedong region in Gansu Province in recent 54 years〔J〕.Arid Zone Research,2012,29(6):956-964.〕
〔10〕 Harris I,Jones P D,Osborna T J,et al.Updated high-resolution grids of monthly climatic observations-the CRU TS3.10 Dataset〔J〕.International Journal of Climatology,2014,34:623-642.
〔11〕 Wu Zhaohua,Huang Norden E.Ensenble empirical mode decomposition:A noise-assisted data analysis method〔J〕.Advance in Adaptive Data Analysis,2009,1(1):1-4.
〔12〕 Yang Zhensheng,Yu Zhonghua,Wu Haixi,et al.Laser-induced thermal damage detection in metallic materials via acoustic emission and ensemble empirical mode decomposition〔J〕.Journal of Materials Processing Technology,2014,3:1 617-1 626.
〔13〕 Yang Zhensheng,Yu Zhonghua,Xie Chao.Application of Hilbert-Huang transform to acoustic emission signals for burn feature extraction in surface grinding process〔J〕.Measurement,2014,47:14-21.
〔14〕 Rivera J A,Penalba O C.Trends and spatial patterns of drought affected area in Southern South America〔J〕.Climate,2014,2:264-278.
〔15〕 刘引鸽.陕北黄土高原降水的变化趋势分析〔J〕.干旱区研究,2007,24(1):49-55.〔Liu Yinge.Analysis on the change trend of precipitation in North Shaanxi Province in the Loess Plateau〔J〕.Arid Zone Research,2007,24(1):49-55.〕
〔16〕 贺振,贺俊平.1960年至2012年黄河流域极端降水时空变化〔J〕.资源科学,2014,36(3):490-501.〔He Zhen,He Junping.Temporal and spatial variation of extreme precipitation in the Yellow River Basin from 1960 to 2012〔J〕.Resources Science,2014,36(3):490-501.〕
〔17〕 范娜,谢高地,张昌顺,等.2001年至2010年澜沧江流域植被覆盖动态变化分析〔J〕.资源科学,2012,34(7):1 222-1 231.〔Fan Na,Xie Gaodi,Zhang Changshun,et al.Spatial-temporal dynamic changes of vegetation cover in Lancang river Basin during 2001-2010〔J〕.Resources Science,2012,34(7):1 222-1 231.〕
〔18〕 Valdés-Galicia J F,Velasco V M.Variations of mid-term periodicities in solar activity physical phenomena〔J〕.Advances in Space Research,2008,41(2):297-305.
〔19〕 刘莉红,翟盘茂,郑祖光,等.中国北方夏半年干旱的时空变化〔J〕.地理科学进展,2011,30(11):1 380-1 386.〔Liu Lihong,Zhai Panmao,Zheng Zuguang,et al.Temporal and spatial variations of the drought in the warm half year over Northern China〔J〕.Progress in Geography,2011,30(11):1 380-1 386.〕
〔20〕 刘新华,徐海量,凌红波,等.阿克苏河源流区径流量与降水量丰枯变化和相关性研究〔J〕.冰川冻土,2013,35(3):741-750.〔Liu Xinhua,Xu Hailiang,Ling Hongbo,et al.Research on the high-low flow variation and the correlation between runoff the headwaters of the Aksu River〔J〕.Journal of Glaciology and Geocryology,2013,35(3):741-750.〕