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1.
Dryness and wetness variations on different time scales in Shanghai were analyzed using the Standardized Precipitation Index (SPI) based on monthly precipitation data for 1873-2005. The SPI on scales of 3, 6, 12 and 24 months has been calculated. The SPI on 3, 6, 12 and 24 months present 4 wet periods prevailed during 1873-1885, 1904-1923, 1938-1960 and 1983-2005, and 3 dry episodes during 1888-1903, 1924-1937 and 1961-1982. Significant periods of higher wavelet power in the SPI-24 months occurred on the time scales of 2-7-year band in around 1880-1890, 1910-1950 and 1970-1990, and at 8-15-year band in 1920-1960 and 1965-2000 respectively. Periodicities in the SOI and ENSO indices are similar to those in SPI-24 months with little difference, namely, in the SPI-24 months, there are significant periods at the 2-7- and 8-15-year bands during 1930-1940. The periodicity components in individual SPI-24 months, SOI and ENSO indices are more complicated, showing the wetness and dryness variability in Shanghai is controlled by more than one physical factors. The research results indicate that the Shanghai area has experienced dryness and wetness variability on different time scales during the past 133 years. 相似文献
2.
Dryness and wetness variations on different time scales in Shanghai were analyzed using the Standardized Precipitation Index
(SPI) based on monthly precipitation data for 1873–2005. The SPI on scales of 3, 6, 12 and 24 months has been calculated.
The SPI on 3, 6, 12 and 24 months present 4 wet periods prevailed during 1873–1885, 1904–1923, 1938–1960 and 1983–2005, and
3 dry episodes during 1886–1903, 1924–1937 and 1961–1982. Significant periods of higher wavelet power in the SPI-24 months
occurred on the time scales of 2–7-year band in around 1880–1890, 1910–1950 and 1970–1990, and at 8–15-year band in 1920–1960
and 1965–2000 respectively. Periodicities in the SOI and ENSO indices are similar to those in SPI-24 months with little difference,
namely, in the SPI-24 months, there are significant periods at the 2–7- and 8–15-year bands during 1930–1940. The periodicity
components in individual SPI-24 months, SOI and ENSO indices are more complicated, showing the wetness and dryness variability
in Shanghai is controlled by more than one physical factors. The research results indicate that the Shanghai area has experienced
dryness and wetness variability on different time scales during the past 133 years.
Foundation: Frontier Project of Nanjing Institute of Geography and Limnology, CAS, No.CXNIGLAS200814; National Forestry Science and Technique
Foundation during the 11th Five-Year Plan Period, No.2006BAD03A1601; Project of Huaihe River Basin, No.HRM200708; National
Climate Center, China Meteorological Administration, No.CCSF2007-35
Author: Zhang Zengxin (1977–), Ph.D, specialized in climatic changes. 相似文献
3.
1960—2017年中国北方气候干湿变化及其与ENSO的关系 总被引：1，自引：0，他引：1
基于中国北方424个气象站实测数据，应用FAO Penman-Monteith模型计算潜在蒸散（Potential evapotranspiration，ET0），使用降水和潜在蒸散数据计算得到标准化降水蒸散发指数（SPEI），以此研究了1960—2017年中国北方干湿时空变化特征，分析了ENSO对北方气候干湿变化的影响。结果表明：中国北方干湿变化的线性趋势总体不显著，四季中春季和冬季变湿趋势明显。空间上，西北西部存在明显的变湿趋势，干旱化趋势主要发生在黄土高原、内蒙古东部和东北东部地区。全区各级干旱事件呈减少趋势，各级湿润事件呈增加趋势，其中以中等干旱的减少最为显著。西北西部中等干旱和极端干旱明显减少，东北北部和新疆部分地区极端湿润明显增加。全区四季3类干旱事件均表现为减少的趋势，3类湿润事件均表现为增加的趋势，西北西部四季3类干旱事件均呈减少趋势。ENSO对北方干湿的影响存在一定程度的滞后性。El Ni?o翌年气候湿润，La Nina翌年气候干旱。在年际和春季2个尺度上，SSTA与翌年SPEI存在显著的正相关关系。 相似文献
4.
提高干旱预测精度能为流域干旱应对及风险防范提供可靠数据支撑,构建比选合适的干旱模型是当前研究的热点。研究以4个时间尺度（3、6、9、12月）标准化降水指数（SPI）为表征指标,利用小波神经网络（WNN）、支持向量回归（SVR）、随机森林（RF）三种机器学习算法分别构建了海河北系干旱预测模型,利用Kendall、K-S、MAE三种检验方法判定模型表现及其稳定性。研究表明：（1） WNN、SVR模型呈现结果在不同时间尺度SPI存在差异,WNN最适合12个月尺度SPI干旱预测;SVR最适合6个月尺度SPI干旱预测。（2） 对3、12个月尺度SPI,RF预测性能最优（Kendall>0.898,MAE<0.05）;对6、9个月尺度SPI,SVR预测性能最优（Kendall>0.95,MAE<0.04）。（3） 模型预测性能稳定性存在区别,RF预测稳定性最高,其次为SVR。（4） 构建的三种模型表现异同主要是因为SVR转为凸优化问题解决了WNN易陷入局部最优解的不足,从而提高了模型预测性能,RF集成多样化回归树,降低了弱学习器的负面影响,提高了模型预测准确率及稳定性,同时,RF处理包含噪声的降水数据的能力更强。 相似文献
5.
6.
《自然地理学》2013,34(1):76-96
Regions based on seasonal precipitation variability for Hawaii are determined using a principal components analysis applied to 124 stations for the period 1971-2000. Nine regions are delineated and are consistent with known precipitation patterns; leeward and windward stations are in separate regions on all islands. Within each region, the relationship between precipitation and the El Niño-Southern Oscillation (ENSO) is examined using a correlation analysis with the Southern Oscillation Index (SOI), and the Niño 3.4 and Niño 1+2 indices. Precipitation is most frequently correlated with ENSO in the different regions using SOI and Niño 3.4. Using several nonparametric statistical tests, it is determined that while average precipitation received in Hawaii during El Niño events is significantly different from average precipitation (1971-2000) and from precipitation received during La Niña events, the relationship between precipitation and individual ENSO events within regions is rarely significant. Finally, during El Niño or La Niña events, average precipitation receipt across the regions co-varies during winter and summer under concurrent conditions and a one-season lag. Synoptic patterns are examined and indicate a deviation from average conditions during ENSO events that affects subsidence and precipitation patterns. 相似文献
7.
选取1951~2013年韶关市分月降雨量数据,采用月降雨侵蚀力模型计算降雨侵蚀力,分析ENSO（厄尔尼诺-南方涛动）对韶关市降雨侵蚀力的影响。研究表明：① 韶关市降雨侵蚀力年际变化和年内变化较大,总体呈现波动上升趋势;② 降雨侵蚀力与赤道太平洋SST距平值呈现极显著相关,降雨侵蚀力随SST距平值增加呈现先增加后递减的趋势。ENSO冷暖事件发生时降雨侵蚀力较小,在其它土壤侵蚀因素不变的条件下,此时期的土壤侵蚀相对较轻;③ 降雨侵蚀力与SOI存在显著相关,降雨侵蚀力随着SOI增加而减小;④ 降雨侵蚀力与MEI呈现极显著的正相关关系。 相似文献
8.
北京地区旱涝变化规律及其预测试验 总被引：6，自引：1，他引：5
本文提出用年旱涝指数来研究气候变化规律,具有一定的物理意义及代表性。对北京地区旱涝变化规律分析表明:有5年及22年周期变化规律。 在旱涝预测方面,本文还提出一种新的时间序列预测方法——周期模式法,它较之传统的方差分析方法具有较多的优越性。用它对北京地区年度旱涝趋势作预测试验。 相似文献
9.
Although studies have demonstrated significant associations between ENSO events and dengue fever, few have explored regional impacts on dengue fever of separate events. This study explores the impacts of two ENSO events on regional patterns of dengue/ dengue haemorrhagic fever (DHF) incidence in Indonesia. Data consist of monthly cases of dengue/DHF from 1992 to 2001 for each of Indonesia's 27 provinces, and monthly figures for rainfall, rainfall anomalies, temperature, relative humidity and the Southern Oscillation Index (SOI). We conducted Pearson correlation analyses for each independent variable against dengue/DHF incidence, using a direct month‐by‐month correlation and applying a lag of between one and six months to each variable with respect to dengue/DHF incidence. Based on the SOI value, we identified two ENSO events between 1992 and 2001. To explore each event, we created two dummy variables and in regression analyses for eight provinces. The variance of between 12.9 per cent and 24.5 per cent in provincial dengue/DHF incidence is explained by two or three climate variables in each of the provinces (p < 0.01 to 0.1). During the 1997/98 event, the explained variance increased by between 7 per cent and 15 per cent in provinces whose climate regimes were most affected by this event. This study demonstrates that indicators of ENSO such as the SOI may assist in the forecast of potential dengue/DHF incidence and distribution in Indonesia. 相似文献
10.
淮河流域洪涝特征初步研究 总被引：20，自引：3，他引：17
本文以《中国近五百年旱涝分布图集》为基础,采用一定的洪涝指标计算方法,建立了淮河流域近500年洪涝序列。在此基础上,从统计特征、时序特征和分形特征等方面讨论了淮河流域洪涝的基本特征。分析表明,淮河流域各等级洪涝具有较高的发生频次,且具有相对集中性特点和一定的持续发生机率;淮河流域洪涝具有不同长度的阶段性或周期性,存在约460年、150年和60-80年的周期及一些更小尺度的波动;淮河流域洪涝具有一定标度范围内的统计分形特征,时间分维值随洪涝强度的增加而降低,与洪涝周期呈反相关关系。时间分维是描述洪涝特征的一个较好的物理量,可能对揭示洪涝规律和进行有效预报具有重要作用。 相似文献
11.
宁夏降水变化及其与ENSO事件的关系 总被引：21，自引：7，他引：14
分析1959~2001年的月降水数据发现:20世纪60~80年代宁夏降水有较明显的干旱趋势,但90年代降水较80年代有所增加。功率谱分析表明,ENSO和宁夏降水具有一致的变化周期,即14年、3.75年、准2年和1.5年。宁夏降水对EL Nino事件达到最显著响应需要滞后2~4个月,而对LA Nina事件的响应比对EL Nina迅速,只需滞后1~2个月便达到最显著响应。ENSO对宁夏不同季节降水的影响差异很大。EL Nino发生4个月后,春、夏、秋三个季节降水都偏少,但冬季降水却是增加了。LA Nina发生1个月后,夏、秋、冬三个季节降水都偏多,但春季降水减少了。EL Nino事件发生期间,宁夏年降水偏少28 mm,占常年降水量的10%,而LA Nina发生期间,年降水偏多24 mm,占年降水量9%。 相似文献
12.
本研究利用1979—2012年欧洲中期天气预报中心(ECMWF)的ORAP5(Ocean Reanalysis Pilot 5)海洋/海冰再分析资料和ERA-Interim气象再分析资料,采用回归分析方法,分1979—1998年和1999—2012年两个时间段探讨了南半球热带外地区气候变化对两种不同形态ENSO的响应特征。结果表明,南半球热带外区域气候在1999年前后两个时段对ENSO的响应表现出了较大的年代际变化特征。1979—1998年南半球热带外气候变量对Nio3指数在时间上的相关性和空间上的响应强度都普遍大于Nio4指数,说明这一时段东部型ENSO对南半球热带外区域气候变化的影响要更强一些。在1999—2012年,不同形态ENSO与气候变量的相关性大小并无明显的规律,而且空间响应场的差异性并不大。海平面气压、风场和气温对ENSO变化的响应在南半球冬季表现最为强烈,在夏季最弱。三者在1999—2012年秋季对Nio3指数和Nio4指数的响应场中出现了纬向三波数结构。1999—2012年冬季,有异于海平面气压和风场,在罗斯海和阿蒙森海海域海表气温对Nio4变化的正响应明显强于对Nio3的响应,该特征在混合层温度中也有体现,表明海表气温随ENSO的变化受海洋特征变化影响较大。混合层深度和混合层温度的响应场之间存在很大的相关性,混合层温度响应在秋季表现最强,春季最弱,混合层深度响应与之相反。在1979—1998年,海冰密集度对不同Nio指数变化的响应差异主要出现在海冰结冰季节,而海冰厚度对不同Nio指数变化的响应差异在夏季表现较强。海冰密集度和厚度对Nio3变化响应的年代际差异在秋冬季节更加明显,对Nio4变化响应的年代际差异在秋、冬、春季都较明显。 相似文献
13.
黄河流域不同时间尺度干旱对ENSO事件的响应 总被引：1，自引：1，他引：0
利用黄河流域1963-2012年逐月气温和降水量数据,计算了各气象站点不同时间尺度的标准化降水蒸散指数(SPEI),通过对不同时间尺度SPEI与Niño 3.4区海洋表面温度距平(SSTA)的时空相关性进行分析,揭示不同时间尺度干旱对ENSO事件的响应及ENSO事件对黄河流域不同区域降水量和气温的影响。结果表明:(1)黄河流域1、3、6个月时间尺度的干旱在各时间段均有发生,12、24个月时间尺度的干旱主要发生在20世纪末和21世纪初的近20年。黄河上游和中游地区不同时间尺度的SPEI与SSTA均呈负相关关系,下游地区呈正相关关系。(2)黄河流域不同时间尺度的SPEI与SSTA相关性在空间分布上具有显著的差异性。久治站以上的黄河上游地区、中游地区的宁夏、内蒙古、陕西和山西的北部以及下游地区均呈正相关关系,其余地区呈负相关关系。全流域1、3、6、12个月和24个月时间尺度的相关性系数通过0.05显著性检验的站点占总站点数分别为14%、43%、61%、75%和44%。(3)ENSO事件强度与降水量在黄河上游地区的相关性较弱,在中游和下游地区呈显著的负相关性,强度增大时降水量下降,减弱时降水量上升。全流域ENSO事件强度与气温呈显著的正相关性,强度增大时温度有上升趋势。其中El Niño对气温有抬高的趋势,La Niña对气温有降低的趋势。 相似文献
14.
Shelley D. Crausbay James M. Russell Douglas W. Schnurrenberger 《Journal of Paleolimnology》2006,35(3):641-659
Lithostratigraphic analyses of a sub-annually laminated core from Ranu Lamongan, a maar lake on the island of Java, document
considerable changes in the lake’s chemistry and water balance over the past ca. 800 calendar years. Composition of the dark
(clastics) and light (diatoms and/or calcium carbonate minerals) couplets suggests that these laminations form in response
to seasonal changes in rainfall and water-column overturn in the lake. Calcium carbonate is not continuous in the core, and
when it occurs it varies, sometimes abruptly, in carbonate phase and elemental composition (low Mg-calcite Mg-calcite, and
aragonite). A significant correlation between Mg/Ca changes and δ18O variations in authigenic calcium carbonate suggest the basin is highly sensitive to hydrologic variation. Lithologic data
suggest calcium carbonate precipitates and thus records hydrologic conditions during the dry season – a season in which rainfall
anomalies are highly correlated with the phase of ENSO. Our carbonate-based record of Mg/Ca shows variability in evaporative
concentration on a quasi-seasonal frequency for the past ca. 800 years. Our record shows two multi-decadal periods of drought
– ca. 1275–1325 and ca. 1450–1650 CE – the latter of which was especially strong and/or prolonged. Our record also shows a
possible change in drought frequency at around 1650 CE, in which periods of calcium carbonate precipitation and Mg/Ca change
shifted from multi-decadal to interannual variability. Given the strong correlations between modern-day drought in East Java
and ENSO variability, our drought record may indicate a regime shift in the behavior of the ENSO system about 350 years ago.
Finally, comparisons between our record and others suggest that variation in ENSO on centennial and sub-centennial scales
is not strongly associated with changes in the global mean climate state. 相似文献
15.
海冰是海洋-大气交互系统的重要组成部分,与全球气候系统间存在灵敏的响应和反馈机制。本文选用欧洲空间局发布的1992—2008年海冰密集度数据分析了南北极海冰在时间和空间上的变化规律与趋势,并结合由美国环境预报中心(National Centers for Environmental Prediction,NCEP)和美国大气研究中心(National Center for Atmospheric Research, NCAR)联合制作的NCEP/NCAR气温数据和ENSO指数探讨了南北极海冰变化的影响因素。结果表明,北极海冰面积呈明显的减少趋势,其中夏季海冰最小月的减少更快。北冰洋中央海盆区、巴伦支海、喀拉海、巴芬湾和拉布拉多海的减少最明显。南极海冰面积呈微弱增加趋势,罗斯海、太平洋扇区和大西洋扇区的海冰增加。北极海冰面积与气温有显著的滞后1个月的负相关关系(P0.01)。北极升温显著,北冰洋中央海盆区、喀拉海、巴伦支海、巴芬湾和楚科奇海升温趋势最大,海冰减少很明显。南极在南大西洋、南太平洋呈降温趋势,海冰增加。北极海冰减少与39个月之后ONI的下降、40个月之后SOI的上升密切相关;南极海冰增加与7个月之后ONI的下降、6个月之后SOI的上升存在很好的响应关系。南北极海冰变化与三次ENSO的强暖与强冷事件有很好的对应关系。 相似文献
16.
MODIS干旱指数对华北干旱的敏感性分析 总被引：2，自引：0，他引：2
针对近年来干旱发生频繁的华北地区,通过利用2000-2009年MODIS数据和气象观测站降水资料,建立草地和农田距平植被指数(AVI)与不同时间尺度标准化降水指数(SPI)之间的相关统计模型,比较AVI和距平水分指数(AWI)对干旱响应的敏感性。结果表明：(1)植被生长季AVI与不同时间尺度SPI的相关关系不同。草地AVI与1个月尺度的SPI(即1-SPI)相关系数较低,而与3-SPI相关最显著;而农田区AVI与SPI的相关性较低,总体上农田AVI与3-SPI的相关性较高;(2) AWI与AVI类似,也对SPI存在时滞响应,均与3-SPI有着极显著的相关关系,并且在干旱发生较严重的6~8月份AWI与3-SPI的相关性好于AVI与3-SPI的相关性;(3)运用AWI反演的华北地区2009年夏季干旱分布图较好地反映了旱情的时空分布,与相关气象资料结果相符合。 相似文献
17.
Connie A. Woodhouse 《自然地理学》2013,34(5):417-435
The influence of climate associated with El Niño/Southern Oscillation (ENSO) events on tree growth in the central Colorado Front Range is investigated through the analysis of two high altitude tree-ring chronologies. Dendrochronological techniques are used to determine if ENSO-related climatic effects are detectable in tree-ring width patterns in the central Colorado Front Range. The form of the tree-growth response is identified and the variability of the influence of these events on tree growth over time is investigated. Results indicate that tree growth in this area does respond to ENSO events, but the response varies with species and type of event. El Niño-influenced climate tends to result in larger tree rings the year of or year following the event, while La Niña-influenced climate tends to result in smaller rings the year after the event, reflecting spring moisture conditions. Trees have a more consistent response to La Niña events, but El Niño events seem to have a greater effect on extremes in growth. The relationship between the Southern Oscillation Index (SOI) and tree growth has varied over time, probably because of the fact that ENSO events, characterized by the SOI, vary in magnitude and amplitude. [Key words: ENSO, dendrochronology, Colorado Front Range.] 相似文献
18.
This paper proposes a method on analyzing the asynchronism-synchronism of precipitation of different hydrological regions regarding the S-to-N water transfer areas of eastern China. The general process of the analysis includes three steps. Firstly, we created the rainfall series of the region concerned by calculating the regional average rainfall of the stations in the area with the help of the classical Thiessen Polygon method. Secondly, the standards of assessment indices for wetness or dryness are set according to Gamma distribution function with a certain probability P 37.5% or 62.5% given respectively. Finally, the frequency of nine combinations are counted as the quantitative feature of asynchronism and synchronism in three time scales, that is the yearly, seasonal and monthly scales. The asynchronism-synchronism of two region pairs has been estimated. The results show that the frequency of precipitation asynchronism in 1957-1998 is larger than the synchronism frequency for both the North China-middle and lower Yangtze River pair and for the North China-upper Hanjiang River pair. As for the synchronism phenomena, the frequency of Nd-Sd is rather low. As the combinations that are suitable for water transfers are Nd-Sw, Nn-Sw, Nd-Sn and Nn-Sn, the total frequency of these combinations for North China-middle and lower Yangtze River is 40% on an annual basis, but only 28% in spring when water shortages are most likely to occur. The total frequency of these combinations for North China-upper Hanjiang River is about 24% on an annual basis, but 35% in spring and winter. It should be noted that if future precipitation patterns are similar to that of the period 1957-1998, it is very important to change the natural character of asynchronism-synchronism by enhancing the capability of hydro-projects regulation and improving management of the water transfer project. 相似文献
19.
利用采集自青海省杂多县昂赛乡分布的大果圆柏建立树轮宽度差值年表（RES）。相关分析结果表明：青南高原5~9月平均大气相对湿度与树轮宽度差值年表具有显著的正相关关系,相关系数达0.65（建模期,1969-2013年）。利用差值年表重建了青南高原过去375 a的5~9月平均相对湿度变化序列,重建方程方差解释量达42.3%,且方程稳定。在重建的375 a中,显著的偏湿阶段有5个：1694-1710年、1753-1778年、1830-1847年、1892-1908年和1978-1989年;显著的偏干阶段有8个：1646-1673年、1682-1693年、1711-1731年、1735-1752年、1796-1809年、1817-1829年、1848-1861年和1873-1886年。采用多窗谱分析（MTM）发现,重建序列具有28~30 a的长周期,6~9 a和2~5 a的短周期。此次重建序列与其他一些能反映青藏高原地区干湿状况的树轮重建序列在低频上存在较好的一致性,而且与同期相关格点夏季帕尔默干旱指数（MADA）在公共区间（1639-2005年）的相关系数达0.489（P<0.001,n=367）,进一步证明了本文重建序列的准确性。 相似文献
20.
1 IntroductionThe geographical feature of China is quite complex with an obvious spatial heterogeneity. At the sense of spatial distribution of precipitation, under the impacts of the relative position of land to ocean and the monsoon climate, the amount of precipitation tends to decrease from south to north and from southeast to northwest. According to the hydrological regionalization, the North China Plain, one of the social and economic centers of China[1,2], is a region short of water re… 相似文献