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1.
Nikhil Ghodichore R Vinnarasi C T Dhanya Somnath Baidya Roy 《Journal of Earth System Science》2018,127(8):115
Various reanalyses have been utilized in numerous climate related researches around the globe, however, there exists considerable biasedness in these products, especially in precipitation and temperature data. The ability of these reanalysis products to simulate the precipitation and temperature patterns is observed to be satisfactory at global scale, while it differs significantly at regional scale, especially over regions of high spatio-temporal heterogeneity such as India. Therefore, it is essential to evaluate the applicability and robustness of reanalyses in climate related research. The annual and seasonal variability in spatio-temporal patterns and trends of precipitation and temperature data, with respect to the IMD gridded data over 34 yrs, are evaluated for six global reanalyses namely, NCEP/NCAR Reanalysis (NCEP R1), NCEP-DOE AMIP-2 Reanalysis (NCEP R2), Climate Forecast System Reanalysis (CFSR), ECMWF Interim Reanalysis (ERA-Interim), Modern Era Retrospective Analysis for Research and Application Land only model (MERRA-Land) and JMA 55-year Reanalysis (JRA-55). The ability of the reanalyses was tested based on several factors such as statistical and categorical indices, spells and trends, for annual and seasonal daily values. Several regional and seasonal differences were observed, particularly over high rainfall regions such as Western Ghats and northeastern India. MERRA-Land is found to give the best results for precipitation over India, which is attributed to the updated forcing data using gauge-based precipitation observations. Similarly, ERA-Interim and JRA-55 exhibit better performance for temperature than other datasets. All reanalyses failed to correctly reproduce the trends in IMD data, for both precipitation and temperature. These observations will provide a better perception on the reliability and applicability of reanalyses for climate and hydrological studies over India. 相似文献
2.
Spatio-temporal variations in precipitation are affecting agricultural production in China in the context of climate change. Based on daily precipitation data from 63 national meteorological stations on the Huang-Huai-Hai Plain from 1963 to 2012, this paper analysed the spatio-temporal variations in precipitation in terms of precipitation days and intensity, using spatial interpolation, linear trend estimation and wavelet analysis. The results indicated that: (i) from 1963 to 2012, the number of annual precipitation days and intensity decreased gradually from the southeast to the northwest. Additionally, the distribution of the extreme precipitation index was similar to that of the annual precipitation index; (ii) the number of annual precipitation days and heavy precipitation days gradually decreased, while precipitation intensity and extreme precipitation days and extreme rainfall intensity remained relatively stable or decreased. The spatial patterns of annual variation trends were considerably different. The annual precipitation days and intensity trends are consistent with the overall trend, while that of the extreme rainfall index in some regions differs from the overall trend; (iii) the precipitation index displayed different periodic oscillations during the period, and the precipitation index values differed at different time scales. However, all the precipitation index values exhibited a 28-yr oscillation. 相似文献
3.
1961-2010年西北干旱区极端降水指数的时空变化分析 总被引：3，自引：0，他引：3
结合绝对阈值和百分位法定义极端降水事件的优点,提出了一种更灵敏的检测极端降水事件的方法. 该方法不仅能检测出常用降水指数无法检测到的降水量稀少地区尤其干旱区的极端降水事件,同时也能过滤掉其检测到的降水量丰富地区的虚假极端降水事件. 此方法首次被应用于统计1961年1月至2010年2月西北干旱区72个气象站点的年和季节的极端降水指数（大降水和强降水指数）,并分析了极端降水指数的时间变化趋势及其空间分布特征. 结果表明：西北干旱区春（3-5月）、秋（9-11月）、冬（12月至次年2月）三季极端降水指数无显著（P>0.05）变化趋势,夏季（6-8月）大降水的频率和降水量以及大降水降水量占总降水量的比重都显著增加;新疆地区极端降水指数为增加趋势的区域基本都分布在海拔较高（约海拔1 000 m以上）的地区;西北干旱区东部极端降水指数变化趋势的空间分布有明显的季节差异,表现为夏、秋季大部分地区为增加趋势,冬、春季大部分地区为减小趋势. 相似文献
4.
风场变形误差是降水观测误差最主要的来源之一,其不仅影响观测值的准确性,也可能导致长期降水变化趋势中隐含虚假成分。结合北京地区20个气象站点1976-2015年逐日观测资料及前人研究成果,评估了风场变形误差对降水记录及其长期变化趋势的影响,结果表明:①近40年来北京地区平均降水捕获率为90%~95%,上升趋势较明显,但空间分布不均匀。城市化进程导致的风速减小是近10年来北京城、乡降水捕获率差异加大的主要原因。②北京地区风场变形误差存在明显的年际及季节差异。近40年来年均降水量订正值为23.1 mm,观测值较实际降水量年均低估了4.0%。订正后年均降水强度从实测的7.9 mm/d增加到8.3 mm/d,年降水量的下降速率从34.4 mm/10 a变为37.0 mm/10 a,观测值将降水强度低估了约4.8%,且将降水量的下降趋势低估了约7.0%。③对于强度越大的降水过程,风场变形引起的观测误差也越明显。对比发现,城市站点的风场变形误差年际振幅要大于乡村站点,弱降水过程中乡村站点的低估比城市站点明显,对大雨及以上强降水过程则相反,城市站点的低估比乡村站更显著。 相似文献
5.
Trend analysis and change point detection of annual and seasonal precipitation and temperature series over southwest Iran 总被引：1，自引：0，他引：1
MOHAMMAD ZARENISTANAK AMIT G DHORDE R H KRIPALANI 《Journal of Earth System Science》2014,123(2):281-295
This paper presents results of trend analysis and change point detection of annual and seasonal precipitation, and mean temperature (TM), maximum temperature (TMAX) and minimum temperature (TMIN) time series of the period 1950–2007. Investigations were carried out for 50 precipitation stations and 39 temperature stations located in southwest Iran. Three statistical tests including Pettitt’s test, Sequential Mann–Kendall test (SQ-MK test) and Mann–Kendall rank test (MK-test) were used for the analysis. The results obtained for precipitation series indicated that most stations showed insignificant trends in annual and seasonal series. Out of the stations which showed significant trends, highest numbers were observed during winter season while no significant trends were detected in summer precipitation. Moreover, no decreasing significant trends were detected by statistical tests in annual and seasonal precipitation series. The analysis of temperature trends revealed a significant increase during summer and spring seasons. TMAX was more stable than TMIN and TM, and winter was stable compared to summer, spring and autumn seasons. The results of change point detection indicated that most of the positive significant mutation points in TM, TMAX and TMIN began in the 1990s. 相似文献
6.
使用1951-2004年中国738个测站逐日降水资料,采用百分位的方法定义极端降水事件的阈值,分析了不同持续时间的极端降水事件的时空分布及变化趋势特征。结果表明,极端降水事件多发于35°N以南,特别是在长江中下游和江南地区以及高原东南部,且在这些地区极端降水事件持续时间也较长。季节分布上,主要出现在夏季,以低持续性事件为主。在中国东部地区,持续时间越长的极端降水其强度往往越强。趋势分析表明,全国持续1d极端事件的相对频数具有上升趋势而平均强度具有下降趋势,其空间上均表现为全国大部分上升、华北和西南等地下降的趋势。持续2d以上极端事件在长江中下游流域、江南地区和高原东部等地区有显著增多和增强的趋势,而在华北和西南地区有减少和减弱趋势,但全国平均的趋势不显著。 相似文献
7.
利用青藏高原及其周边的97个气象台站1961-2000年的逐月降水量资料,以Mann-Kendall趋势检验方法结合主成分分析,分析了高原降水量40年来的时间变化趋势和空间演变特征,并探讨了其变化趋势的区域分异因素和可能的趋势突变时间。结果发现,高原站点40年年降水量大部分表现为增大趋势,只有青海东南部和南疆及西藏部分站点出现减小趋势,这一时间变化趋势的空间分布则大致表现为高原中东部和南北的反向变化,同时高原站点冷季降水量增大趋势明显;以冷、暖季降水量的第三载荷向量场分异进行的分区在10年年代际和逐年变化中都有明显体现,暖季区域分异因素的主要相关区域降水量变化趋势与相应载荷向量的时间变化相关显著,在1989年出现可信的突变时间点;冷季相关分异区域的降水量变化趋势在1987年出现明显增大趋势,同样与载荷向量的时间变化相关显著,但突变时间点检测不明显。 相似文献
8.
Precipitation is a major climatic element with high spatial variations. Temporal and spatial variations may differ in large and small scales. It is, therefore, of utmost importance to study areas with similar gradients in terms of precipitation patterns in order to shed light on the complexities of precipitation variations. In the present study, attempts were made to identify areas with similar gradients experiencing the same precipitation pattern over a 50-year period (1964–2013). To this end, data were collected from synoptic stations in Iran in two phases (i.e., 1434 stations in the first phase and 673 stations in the second one). Alexanderson’s technique was adopted to examine sudden changes in precipitation patterns. The results showed that five regions with similar gradients could be identified in terms of precipitation patterns: negative and high variations, negative and moderate variations, positive and high variations, positive and moderate variations, and little or no variations. The distribution of such regions indicated that the regions with positive trends experienced more annual variations and had further spatial distribution. Furthermore, the findings revealed that the regions with negative precipitation patterns experienced more sudden changes in comparison with those with positive precipitation patterns. Additionally, more variations were observed in the precipitation patterns in recent years. 相似文献
9.
Kuo-Chin Hsu Hsin-Fu Yeh You-Cheng Chen Cheng-Haw Lee Chung-Ho Wang Feng-Sheng Chiu 《Hydrogeology Journal》2012,20(3):499-517
The sustainable use of groundwater has become increasingly challenging due to extreme hydrological events and anthropogenic activity. In this study, the basin-scale groundwater response to precipitation variation was analyzed using an integrated model that comprises lumped models for land and river recharges and a distributed model for groundwater. The integrated model was applied to the Chih-Ben watershed, Taiwan, using 20?years (1988?C2007) of data. The hydrological data were analyzed for trends using statistical tests. Based on decreasing trends in precipitation and groundwater levels and an increasing trend in stream flow, the oblique-cut method was applied to precipitation and excess infiltration to assess land and streambed recharge. Distributed numerical groundwater modeling was used to simulate the basin-scale groundwater responses to precipitation variation and anthropogenic pumping. The model was calibrated using stable-isotope and groundwater-level data. The safe yields were estimated for the Chih-Ben watershed for dry, wet, and normal precipitation scenarios. The safe yield of groundwater was shown to vary with precipitation, which does not guarantee the sustainable use of groundwater resources. Instead, water resources should be assessed at a basin scale, taking into account the whole ecosystem, rather than only considering water for human consumption in the alluvium. 相似文献
10.
为了科学评估变化环境下城市地区降水结构变化和深入认识特大型城市降水极值演变特征,以北京市为例,采用《北京市暴雨图集》中6种历时（10 min、30 min、1 h、6 h、24 h和72 h）的年最大暴雨统计数据和北京地区45个雨量站点1960-2012年汛期（6-9月）逐日降水观测资料,分别选择年最大值法和百分位阈值法,基于暴雨图集中的6种历时暴雨的统计特征值和两种百分位阈值下（95%和99%）的3种极端降水指标（发生次数、降水量和降水贡献率）分析北京地区降水极值的时空变化特征。研究结果表明:① 北京地区降水极值的空间分布受地形特征和城市化发展等因素影响而呈现出从东向西递减的趋势,且形成了局部区域高值中心;② 近50年来北京地区极端降水发生频次、极端降水量和极端降水的贡献率均表现出显著的下降趋势,在95%（99%）阈值条件下极端降水发生次数、极端降水量和极端降水贡献率的下降速率分别为0.13次/10 a（0.04次/10 a）、11.59 mm/10a（5.28 mm/a）和2%/10 a（1%/10 a）;③ 两个阶段（1960-1985年和1986-2012年）的城区与近郊的极端降水指标差异表现不同,1960-1985年在极端降水频次方面郊区占优,而极端降水量和贡献率则是城区较高,1986-2012年3个指标均表现为城区较高。 相似文献
11.
《Atmósfera》2014,27(2):141-163
In southern South America and for the period 1960-2011, frequencies and trends of seasonal blocking situations (Bs) determined at 100, 70 and 40° W (B100, B70 and B40), respectively are estimated. The effect of such situations on temperature and precipitation is also analyzed. The distribution of occurrences of B100, B70 and B40 peaks in spring and has minimum values in summer; trends are positive in summer and fall and negative in winter and spring. To the north of approximately 38° S, B70 determines negative temperature anomalies (ΔT) over the entire country during the four seasons and B40 in spring and summer. Except for summer, rainfall is greater than normal when Bs occur at both longitudes. To the south of approximately 38° S, B100 give place to negative ΔT. The frequencies and amounts of precipitation are greater in spring. This area is limited to the northernmost northern (southernmost southern) area in fall (summer). According to the signs of the trends of the Bs and to the associated values of temperature and precipitation, the way in which they may have contributed to the change in both variables during 1960-2011 is inferred. 相似文献
12.
利用动态泰森多边形模型,计算评价了中国1951-2006年全国尺度及各区域尺度的月、季、汛期、年等时段的降水量,并分析了年、季、汛期等降水量的时空分布、区域特征及其年际年内(月、季)变化等基本规律;分析诊断了年、季、汛期降水量的演变趋势、突变趋势、震荡周期等特性;对比分析了长期(1961-2006年)、近期(1980-2006年)以及近期与前期(1961-1979年)降水量的变化特征及其空间变化分布。结果表明,中国近期年降水量在环渤海湾600 mm等值线有所南移,100°E以西地区年降水量普遍增多;内蒙古中西部、海河沿海、黄河中部、淮河北部近期降水量比前期偏少10%以上,嫩江中部、长江下游、闽南沿海、西藏中北部、新疆中西部则偏多10%以上,而塔里木河、伊犁河上游偏多达30%以上。 相似文献
13.
Zang Wenbin Liu Shu Huang Shifeng Li Jiren Fu Yicheng Sun Yayong Zheng Jingwei 《Natural Hazards》2019,99(3):1233-1257
Natural Hazards - According to analysing the trends of land use changes in the upper reaches of Minjiang River in the past 30 years and precipitation in the last 50 years, nine... 相似文献
14.
1961-2015年吉林省极端降水指数时空变化特征 总被引：2，自引：2，他引：0
利用1961-2015年吉林省50个气象站的逐日降水量资料,通过RClimDex v1.1软件计算11个极端降水指数,采用线性倾向估计和Morlet小波分析等方法,分析了吉林省极端降水指数的时空变化规律。结果表明：1961-2015年吉林省最长连续无雨日数（CDD）自西向东逐渐降低,其他极端降水指数均呈自西向东逐渐增加的趋势分布。吉林省CDD呈极显著的下降趋势,下降速率为-1.99 d·（10a）-1,其他极端降水指数波动变化,线性趋势不显著。吉林省各极端降水指数均在20世纪70年代达到最小值。绝大多数极端降水指数存在3 a和12 a左右的周期变化,3 a左右的主周期通过了0.05的显著性水平检验。吉林省极端降水指数除CDD随经度、海拔的增加而显著降低,随纬度的增加而显著增加外,其他大部分极端降水指数随经度、海拔的增加而增加,随纬度的增加而降低。 相似文献
15.
基于1998~2010年热带降雨测量(Tropical Rainfall Measuring Mission,TRMM)卫星3B43资料在像元尺度进行Mann-Kendall非参数检验,计算Hurst指数,绘制降水"月历"与演化态势图谱。分析全球中低纬度降水时空特征,结果表明:全球中低纬度降水主要集中在夏季和冬初且各月降水的年际波动比较明显;全球中低纬度降水呈现由低纬向中纬递减的趋势,海洋降水明显多于陆地,海陆梯度特征显著;月尺度降水大部分地区为增加(或减少)但统计不显著的趋势,同时绝大部分地区具有显著的长程自相似性;12月份降水变化态势的空间差异明显强于其它月份,而3月份则最不明显;季节尺度98%以上的地区降水具有显著的长程自相似性,季节演化态势表现出极强的空间差异性。 相似文献
16.
D. Rieser R. Pail I. M. Anjasmara J. Awange 《Australian Journal of Earth Sciences》2013,60(7):887-900
Surface mass changes (SMCs) obtained from time-variable gravity observations of the Gravity Recovery and Climate Experiment (GRACE) satellite mission and precipitation data from the Australian Bureau of Metrology and the Tropical Rainfall Measurement Mission are analysed over the Australian continent to determine whether there is a statistically significant correlation between them. The multiple linear regression analysis and the principal-component analysis techniques are applied in order to reveal the spatial and temporal variability of each data set separately as well as their mutual relationships. The study provides results and their statistical significance for the whole of Australia including the Murray Darling Basin in the southeast. The results suggest a significant decrease in water storage in the southeast of Australia and a dominant annual cycle over the majority of the continent for the four year period considered (January 2003 to December 2006), both in the surface mass and rainfall time series. The study revealed a direct relation between the data sets over most parts of Australia as confirmed by visual comparison and correlation analysis. When compared with precipitation data GRACE-derived SMCs exhibit smoother spatial and temporal variations. The latter is better suited to detect long-term trends in the presence of strong annual signals, which can adversely affect long-term trend estimates. Results regarding the magnitude of the annual signal suggest that only about a fourth of the precipitation's water masses remain sufficiently long in an area to be detected as a gravity change. The respective phases of the annual signals show an average time lag of about 40 days between precipitation and SMCs, suggesting that it takes about one to two months until a temporal gravity observation can detect a precipitation event. 相似文献
17.
利用NCEP/NCAR再分析资料及中国实测雨量资料,分析发现黄河流域夏季整层降水转化率普遍较低,因考虑到整层中应有某一气压层具有最有利的水汽输送、抬升凝结和垂直运动条件,由此将该气压层定义为有效降水转化率层(简称有效层),降水与有效层可降水量之比称为有效降水转化率。通过分析黄河流域夏季各分区垂直速度与水汽等因子,确定上、中、下游夏季有效层分别为地面~500hPa、600~400hPa、850~600hPa。对比分析表明:夏季各区平均水汽收支与降水转化率,各自在整层和有效层上的逐年演变趋势均一致,峰谷相对应,且49年间降水转化率在有效层上的数值均大于整层的。夏季有效降水转化率在青藏高原上空及中游东部最高,高原东北侧最低,旱、涝年与多年平均状况下的分布形式虽然一致,但涝年的数值明显大于旱年。 相似文献
18.
Microbial induced calcite precipitation (MICP) has been well studied to date in the laboratory as a viable alternative soil improvement technique that harnesses a natural bacterial process to induce cementation. Specifically, MICP utilizes the microbial process of hydrolysis of urea to induce pH increase leading to calcite precipitation. The study presented herein demonstrates the utility of a simple bio-geochemical reactive transport model to predict MICP in one-dimensional column experiments. The mathematical model was originally developed in the framework of the TOUGHREACT code to include kinetically controlled reaction rates for urea hydrolysis and calcite precipitation. Inverse modeling, via UCODE-2005, is utilized to calibrate and verify the model to experimental data including aqueous and mineral chemistry. Results indicate good agreement between data and simulated results for capturing the trends and magnitudes of a variety of MICP treatment schemes in half meter, one-dimensional flow columns. A design procedure is presented for predicting MICP in one-dimensional flow by sequentially coupling UCODE-2005 with TOUGHREACT. 相似文献
19.
利用西藏珠穆朗玛峰地区5个气象站点1971-2012年逐日降水量资料,采用滑动平均、线性回归、Mann-Kendall非参数检验和Morlet小波分析等方法,分析了珠穆朗玛峰地区极端降水事件的时空变化特征. 结果表明：1971-2012年42 a来,珠穆朗玛峰地区大部分极端降水指数呈现出自东向西逐渐增大的空间分布格局, 连续干旱日数、连续湿日和降水强度表现为增加趋势,其他极端降水指数趋于减少. 其中,强降水量、极强降水量和年降水总量减幅较大,分别为-5.74 mm·（10a）-1、-1.20 mm·（10a）-1和-5.32 mm·（10a）-1,在喜马拉雅山南坡的聂拉木站表现的最为明显. 大部分极端降水指数在21世纪最初的10 a减幅最大,在30 a际尺度上也表现为减少趋势. 除连续干旱日数外,极端降水与年降水总量关系密切. 各项极端降水指数都存在3～4 a显著周期,也存在10 a、12 a和15 a的周期. 在时间转折上,各项极端降水指数均未发生气候突变. 相似文献
20.
The amount and distribution of precipitation play crucial roles in the occurrence of drought in the Weihe River Basin (WRB), China. Using the precipitation data (1960–2010) of 21 meteorological stations, the spatial and temporal characteristics of short-, medium-, and long-term droughts on 3-, 6-, and 12-month time scales, respectively, were examined using the theory of runs and the Standardized Precipitation Index (SPI). The trends of the drought characteristics were analyzed by a modified Mann-Kendall (MMK) test method. Furthermore, comparative analysis of the SPI at different time scales was conducted. The results showed that (1) the main drought type was moderate drought, which occurred frequently in July and October; (2) the drought intensity and frequency were highest in the 1990s, and the drought severity and drought duration in the northwest was more serious than that in the east; (3) an increasing trend of short droughts appeared mainly in the spring and fall; an increasing trend of medium droughts mainly occurred in the 1990s and that of long-term droughts were mainly presented in the northwest region of the WRB; (4) SPI-3 can better reflect precipitation in the current month, SPI-6 has an advantage in characterizing drought persistence, and SPI-12 performs well in capturing extraordinary droughts; and (5) it was also observed that there is a strong relation between the precipitation distribution and drought zones in the basin, and the drought conditions changed continuously with the seasons depending upon the amount and spatial distribution of precipitation . 相似文献