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1.
中国区域ERA-40、NCEP-2再分析资料与观测资料的初步比较与分析 总被引：31，自引：6，他引：25
再分析资料在气候变化研究中有着广泛的应用,但是再分析资料在不同时空尺度上的可信度能够影响到研究结果。作者就中国区域的月平均地表(2 m)气温和降水两种基本气候变量在空间分布及其变化趋势上对ERA-40和NCEP-2与观测资料之间的差异做了一些比较和分析,对两套再分析资料的可信度进行了初步的检验。结果表明:两套再分析资料基本上都能反映出中国区域的温度场和降水场的时空分布,尽管在中国西部,尤其是青藏高原地区的差异比较较大;再分析资料在东部地区的可信度高于西部,温度场的可信度要高于降水场,ERA-40可信度要高于NCEP-2。 相似文献
2.
利用实测资料对NCEP-1、ERA-40和20CR再分析降水资料在中国范围内均值、年际变化、相关性和长期趋势等方面进行比较评估。结果表明,平均而言ERA-40年降水量和实测值最为接近,而20CR和NCEP-1年降水量明显偏多,三者差值百分比分别为-1.3%,55.0%和36.9%;三种再分析降水偏差最大区均出现在西南地区,最大偏差值都在600 mm以上;年际变化上,ERA-40和NCEP-1自20世纪70年代中期开始年降水差值百分比出现一定波动性,而20CR在整个研究时段年降水差值百分比基本稳定;三套资料和实测资料的相关性具有明显的区域性特征,东部相关系数明显高于西部,值得一提的是ERA-40在大部地区的相关性好于其他两套资料;ERA-40和20CR则对大部分区域降水变化趋势的描述好于NCEP-1资料。 相似文献
3.
The Antarctic oscillation-East Asian summer monsoon connections in NCEP-1 and ERA-40 总被引：2，自引：0，他引：2
Connections between the spring Antarctic Oscillation(AAO)and the East Asian summer monsoon (EASM)in two reanalysis datasets—NCEP-1(NCEP/NCAR Reanalysis 1)and ERA-40(ECMWF 40- year Reanalysis)—are investigated in this study.Both show significant correlation between AAO and EASM rainfall over the Yangtze River valley,especially after about 1985.Though ERA-40 shows weaker anomalous signals connecting AAO and EASM over southern high latitudes than NCEP-1,both datasets reveal similar connecting patterns between ... 相似文献
4.
Annual precipitation,evaporation,and calculated accumulation from reanalysis model outputs have been investigated for the Greenland Ice Sheet (GrIS),based on the common period of 1989-2001.The ERA-40 and ERA-interim reanalysis data showed better agreement with observations than do NCEP-1 and NCEP-2 reanalyses.Further,ERA-interim showed the closest spatial distribution of accumulation to the observation.Concerning temporal variations,ERA-interim showed the best correlation with precipitation observations at five synoptic stations,and the best correlation with in situ measurements of accumulation at nine ice core sites.The mean annual precipitation averaged over the whole GrIS from ERA-interim (363 mm yr 1) and mean annual accumulation (319 mm yr 1) are very close to the observations.The validation of accumulation calculated from reanalysis data against ice-core measurements suggests that further improvements to reanalysis models are needed. 相似文献
5.
Jingpeng ZHANG Tianbao ZHAO Zhi LI Chunxiang LI Zhen LI Kairan YING Chunxiang SHI Lipeng JIANG Wenyu ZHANG 《大气科学进展》2021,38(11):1958-1976
Recently, the China Meteorological Administration (CMA) released a new Global Atmospheric Reanalysis (CRA-40) dataset for the period 1979-2018. In this study, surface relative humidity (RH) from CRA-40 and other current reanalyses (e.g., CFSR, ERA5, ERA-Interim, JRA-55, and MERRA-2) is comprehensively evaluated against homogenized observations over China. The results suggest that most reanalyses overestimate the observations by 15％-30％ (absolute difference) over the Tibetan Plateau but underestimate the observations by 5％-10％ over most of northern China. The CRA-40 performs relatively well in describing the long-term change and variance seen in the observed surface RH over China. Most of the reanalyses reproduce the observed surface RH climatology and interannual variations well, while few reanalyses can capture the observed long-term RH trends over China. Among these reanalyses, the CFSR does poorly in describing the interannual changes in the observed RH, especially in Southwest China. An empirical orthogonal function (EOF) analysis also suggests that the CRA-40 performs better than other reanalyses to capture the first two leading EOF modes revealed by the observations. The results of this study are expected to improve understanding of the strengths and weaknesses of the current reanalysis products and thus facilitate their application. 相似文献
6.
Intercomparison of the Summertime Subtropical High
from the ERA-40 and NCEP/NCAR Reanalysis over
East Eurasia and the western North Pacific 总被引：2，自引：1，他引：1
An intercomparison of summertime (JJA) subtropical geopotential heights from the ERA-40 and NCEP/NCAR
reanalysis is specifically conducted over East Eurasia and the western North Pacific. The NCEP/NCAR is obviously
lower than the ERA-40 in the mid-to-lower troposphere in most regions of East Eurasia before the mid-1970s, but
becomes higher than the ERA-40 after the mid-1970s and thus demonstrates stronger increased trends during the
period of 1958--2001. Both reanalyses are lower than the observations in most regions of China. The NCEP/NCAR
especially shows tremendously systematic lower values before the mid-1960s and displays abrupt changes before
the 1970s. Several indices of the western North Pacific subtropical high (WNPSH), calculated from both reanalyzed
summer geopotential heights, also reveal that the variation trend of the NCEP/NCAR is stronger than that of the
ERA-40 in the mid-to-lower troposphere from 1958 to 2001. Through singular value decomposition (SVD) analysis,
the summer geopotential heights at 500 hPa from the ERA-40 are better than the NCEP/NCAR counterparts at
interacting with the precipitation over the East Asian monsoon region. The results indicate that the NCEP/NCAR
in the mid-and-lower troposphere may overestimate interdecadal changes and should be used cautiously to study
the relationship between the WNPSH and precipitation ove ther East Asia Monsoon region before the mid-1970s. 相似文献
7.
An intercomparison of summertime (JJA)subtropical geopotential heights from the ERA-40 and NCEP/NCAR reanalysis is specifically conducted over East Eurasia and the western North Pacific. The NCEP/NCAR is obviously lower than the ERA-40 in the mid-to-lower troposphere in most regions of East Eurasia before the mid-1970s, but becomes higher than the ERA-40 after the mid-1970s and thus demonstrates stronger increased trends during the period of 1958-2001. Both reanalyses are lower than the observations in most regions of China. The NCEP/NCAR especially shows tremendously systematic lower values before the mid-1960s and displays abrupt changes before the 1970s. Several indices of the western North Pacific subtropical high (WNPSH), calculated from both reanalyzed summer geopotential heights, also reveal that the variation trend of the NCEP/NCAR is stronger than that of the ERA-40 in the mid-to-lower troposphere from 1958 to 2001. Through singular value decomposition (SVD) analysis, the summer geopotential heights at 500 hPa from the ERA-40 are better than the NCEP/NCAR counterparts at interacting with the precipitation over the East Asian monsoon region. The results indicate that the NCEP/NCAR in the mid-and-lower troposphere may overestimate interdecadal changes and should be used cautiously to study the relationship between the WNPSH and precipitation ove ther East Asia Monsoon region before the mid-1970s. 相似文献
8.
欧亚大陆夏季地表热力异常与同期中国东部夏季降水的可能联系 总被引：1，自引：0，他引：1
利用ERA-40再分析资料、CRU TS3.0数据集以及中国站点观测数据,分析了欧亚大陆夏季地表热力异常的变化特征,在此基础上探讨了我国东部夏季降水与同期欧亚大陆地表热力异常之间的可能联系。研究发现,欧亚大陆地表气温与浅层土壤温度的大尺度变化特征基本一致:经验正交函数分解第一模态空间型表现为大陆西南部分区域与欧亚大陆其他区域反相变化,对应的时间系数均在20世纪80年代末出现转折。当夏季欧亚中纬度印度以北地区和我国中东部地区地表气温偏高时,东亚夏季风的强度偏强,西太平洋副热带高压位置偏东,我国东部偏南风偏强,江淮流域水汽偏少,且气流上升运动偏弱,降水偏少;华南和北方地区水汽偏多,且气流上升运动偏强,降水偏多;反之亦然。当欧亚大陆中高纬贝加尔湖以东及以西地区夏季地表气温偏高,而我国东北部地区夏季地表气温偏低时,东亚夏季风的强度偏强,西太平洋副热带高压位置偏西,我国东南部地区偏南风异常偏强,有利于水汽向江淮流域输送,东南沿海及内蒙古中部水汽偏少,且气流上升运动偏弱,降水偏少;而东部其余地区水汽偏多,且气流上升运动偏强,降水偏多;反之亦然。 相似文献
9.
应用台站观测资料对ERA-40, NCEP/NCAR以及NCEP/DOE再分析地表气压产品在中国不同区域、不同年代和不同季节的适用性进行了评估。分析发现, 几种再分析产品虽然能在一定程度上反映出观测资料所具有的时空分布特征, 但它们之间的差异却具有明显的区域和季节变化特征, 即冬季小而夏季大、东部地区小而西部地区大; 同时还发现ERA-40和NCEP/NCAR再分析产品在20世纪70年代以前均与观测资料有相对较大的差别, 特别是NCEP/NCAR在70年代以前的夏季气压值过于偏低, 从而夸大了很多地区的年代际变化特征。相比而言, ERA-40地表气压的长期变化趋势以及时空演变规律在中国大多数地区要优于NCEP/NCAR再分析产品, 特别是在中国西部地区。分析还表明, NCEP/DOE虽与观测资料存在一定的系统性偏差, 却与另外两种再分析产品有着较为相似的年际变化特征及趋势。 相似文献
10.
Climatology and interannual variability of storm-tracks in the Euro-Atlantic sector: a comparison between ERA-40 and NCEP/NCAR reanalyses 总被引：2，自引：0，他引：2
Isabel Franco Trigo 《Climate Dynamics》2006,26(2-3):127-143
An objective methodology is applied to ERA-40 (European Centre for Medium-Range Weather Forecasts 40-year Reanalysis) and
NCEP/NCAR (National Centers for Environmental Prediction/National Center for Atmospheric Research) reanalyses, to build two
storm-track databases for the Euro-Atlantic sector (85°W–70°E; 20°N–75°N), spanning the period December 1958–March 2000. The
technique uses the full temporal (6-hourly) and spatial resolutions (1.125° and 2.5° regular grids, for ERA-40 and NCEP/NCAR,
respectively) available. It is shown that the strong discrepancies in the number of storms in each dataset (higher for ERA-40)
result from differences in the resolution of the fields subject to the storm detecting/tracking algorithm, and also from the
characteristics of the integration models and assimilation schemes used for each reanalysis. An intercomparison of ERA-40
and NCEP/NCAR storm-tracks is performed for spatial distribution, and main characteristics, of the overall cyclone population
and of a class of severe storms—explosive cyclones. Despite the discrepancies in storm numbers, both reanalyses agree on the
main cyclone activity areas (formation, minimum central pressure, and lysis). The most pronounced differences occur where
subsynoptic systems are frequent, as these are better resolved by ERA-40 data. The interannual variability of cyclone counts,
analysed per intensity classes and for different regions of the domain, reveals reasonable agreement between the two datasets
on the sign of trends (generally positive in northern latitudes, and negative in the Azores-Mediterranean band), but discrepancies
regarding their strength in the most southern areas, where the mismatches between ERA-40 and NCEP/NCAR detected lows are greatest.
Submitted to Climate Dynamics in December 2004 相似文献
11.
Validation of ECMWF and NCEP–NCAR Reanalysis Data in Antarctica 总被引：3，自引：0，他引：3
YU Lejiang ZHANG Zhanhai ZHOU Mingyu Shiyuan ZHONG Donald LENSCHOW Hsiaoming HSU WU Huiding SUN Bo 《大气科学进展》2010,27(5):1151-1168
The European Center for Medium-Range Weather Forecast (ECMWF) Re-Analysis (ERA-40) and the National Centers for Environmental Prediction-National Center for Atmospheric Research (NCEP-NCAR) ECMWF (ERA-40) and NCEP-NCAR reanalysis data were compared with Antarctic station observations, including surface-layer and upper-layer atmospheric observations, on intraseasonal and interannual timescales. At the interannual timescale, atmospheric pressure at different height levels in the ERA-40 data are in better agre... 相似文献
12.
13.
Intercomparison of the South Asian High in NCEP1, NCEP2, and ERA-40 Reanalyses and in Station Observations 
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下载免费PDF全文 The South Asian Highs (SAHs) at 100 hPa over China in the three reanalysis datasets NCEP1, NCEP2, and ERA-40 are evaluated by using station observation data. The results demonstrate a substantial discrepancy even between the reanalyses. First, the data of the three reanalyses generally underestimate the intensity of the SAH in the China domain. Second, there are interdecadal changes in the SAH, with highs in the 1960s and 1980s and lows in the 1970s, 1990s, and 2000s. This interdecadal variation of the SAH can be well depicted with NCEP1 data, but the high in the 1980s is missed by ERA-40. The NCEP2 corresponds well with NCEP 1 and captures the decreasing trend after 1979. Furthermore, the NCEP1 reanalysis overestimates the interdecadal changes of SAH, while ERA-40 underestimates the interdecadal changes. This work suggests that much caution should be exerted when the reanalysis datasets are adopted to study the interdecadal variability of SAH. 相似文献
14.
Inconsistencies of precipitation in the eastern and central Tibetan Plateau between surface adjusted data and reanalysis 总被引：4，自引：1，他引：3
Qinglong You Klaus Fraedrich Guoyu Ren Baisheng Ye Xianhong Meng Shichang Kang 《Theoretical and Applied Climatology》2012,109(3-4):485-496
The Tibetan Plateau (TP) is the source of many Asian river systems and serves as “the Asian water tower”. Precipitation variability is a strong component of both hydrological processes and energy cycles, and the study of precipitation in the TP is of great importance in the content of global warming. In this study, the annual and seasonal (spring: MAM; summer: JJA; autumn: SON; and winter: DJF) variations in precipitation are investigated in the eastern and central TP during 1961–2007, based on surface raw and adjusted observations as well as both NCEP/NCAR (1961–2007) and ERA-40 (1961–2001) reanalyses. The adjusted precipitation in the TP is higher than raw values on both the annual and seasonal basis due to adjustments of solid precipitation by a bias experiential model. At the annual spring and winter scales, the adjusted precipitation shows a significant increase calculated by the Mann–Kendall trend test. Compared with adjusted precipitation; both NCEP/NCAR and ERA-40 reanalyses capture the broad spatial distributions of mean annual and seasonal precipitation, but are less good at repeating the decadal variability. Both reanalyses show the drying phenomena in most regions and fail to represent the change patterns of precipitation observed by the adjusted observations. Both NCEP/NCAR and ERA-40 have larger inconsistencies which may be caused by the differences between actual and model topography. This suggests that it is crucial to use the adjusted precipitation in the climate research and reanalysis products should be paid more attention in the TP. 相似文献
15.
本文通过多套观测与再分析降水资料的比较,分析了雅鲁藏布江流域夏季降水的特征,从水汽含量与水汽输送的角度检验了雅鲁藏布江水汽通道的特点,研究了流域夏季降水的年际变化及其原因。分析表明:（1）该流域夏季降水大值位于雅鲁藏布江出海口至大峡谷一带,观测中流域平均降水可达5.8 mm d-1。不同资料表现的降水空间分布一致,但再分析降水普遍强于观测,平均为观测的2倍左右。（2）该流域夏季的水汽主要来自印度洋和孟加拉湾的偏南暖湿水汽输送,自孟加拉湾出海口沿布拉马普特拉河上溯至大峡谷,即雅鲁藏布江水汽通道。水汽收支诊断表明,夏季流域南部（即水汽通道所在处）是水汽辐合中心,流域平均的辐合约9.5 mm d-1,主要来自风场辐合与地形坡度的贡献。（3）不同再分析资料表现的流域降水和水汽分布特征总体一致,但量值差异较大。NCEP（美国国家环境预报中心）气候预报系统再分析资料CFSR、日本气象厅再分析资料JRA-25较欧洲中期天气预报中心再分析ERA-Interim资料更适于研究该流域（青藏高原东南部）的水汽特征,因为后者给出的流域降水和水汽偏强。（4）近30年该流域夏季降水无显著趋势,以年际变率为主。年际异常的水汽辐合（约为气候态的35.4%）源自异常西南风导致的局地水汽辐合（纬向、经向辐合分别贡献了16.5%、83.5%）,地形作用很小。流域夏季降水的年际变化是由印度夏季风活动导致的异常水汽输送造成的,其关键系统是印度季风区北部的异常气旋（反气旋）式水汽输送。 相似文献
16.
Based on various statistical indices, the abilities of multi-generation reanalyses, namely the NCEP/NCAR
Reanalysis 1 (R1), the NCEP-DOE Reanalysis 2 (R2) and the NCEP Climate Forecast System Reanalysis (CFSR), to
reproduce the spatiotemporal characteristics of precipitation over Zhejiang Province are comprehensively compared. The
mean absolute bias percentages for three reanalyses are 20% (R1), 10% (R2) and 37% (CFSR). R2 (R1) gives the best
(worst) general depiction of the spatial characteristics of the observed precipitation climatology, whereas a significant
wet bias is noticed in CFSR. All reanalyses reasonably reproduce the interannual variability with the correlation
coefficients of 0.72 (R1), 0.72 (R2) and 0.84 (CFSR). All reanalyses well represent the first two modes of the observed
precipitation through Empirical Orthogonal Function analysis, with CFSR giving the best capture of the principal
components. The root-mean-square error (RMSE) is the largest (smallest) in CFSR (R2). The large RMSE of CFSR in
summer (especially in June) contributes mostly to its systematic wet bias. After 2001, the wet-bias of CFSR substantially
weakens, probably attributed to increasing observations assimilated in the CFSR. On a monthly basis, the percentage of
neutral bias cases are similar for all reanalyses, while the ratio of positive (negative) bias cases for CFSR is distinctly
larger (smaller) than that of R1 and R2. The proportions of negative bias cases for R1 and R2 begin to increase after
2001 while keeping stable for CFSR. On a daily basis, all reanalyses give good performances of reproducing light rain;
however, the reflection of moderate rain and heavier rain by CFSR is better than R1 and R2. Overall, despite being a
third-generation reanalysis product, CFSR does not exhibit comprehensive superiorities over R1 and R2 in all aspects on
a regional scale. 相似文献
17.
Comparison of surface variables from ERA and NCEP reanalysis with station data over eastern China 总被引：2，自引：1，他引：1
Zhaofei Liu Zongxue Xu Zhijun Yao Heqing Huang 《Theoretical and Applied Climatology》2012,107(3-4):611-621
This study compared precipitation, mean air temperature (MAT) and mean sea level pressure (MSLP) from two widely used reanalysis datasets (ERA-40 and NCEP) with those from observed stations across eastern China. The evaluation was based on a comparison of both temporal and spatial variability and included several assessment criteria such as the mean values, normalized root mean square error, Mann–Kendall test, empirical orthogonal functions (EOFs) and probability density functions. The results showed that both the ERA-40 and NCEP datasets could capture temporal and spatial variability of the observed precipitation, MAT and MSLP over eastern China. The results showed that the two reanalysis datasets performed better for MAT and MSLP than for precipitation. Overall, the two reanalysis datasets revealed reasonable agreement with observations according to the evaluation. ERA-40 was better at capturing the temporal and spatial distributions for these three variables than NCEP, especially for MAT and MSLP. NCEP tended to overestimate the annual precipitation for both mean and extreme values, while ERA-40 tended to underestimate it, particularly for extreme values. The two reanalysis datasets performed better in the east and northeast regions of the study area than in other regions for capturing the temporal variability of MAT and MSLP. ERA-40 was poor at capturing the temporal variability of precipitation in northeastern China. According to the trend analysis, the two reanalysis datasets showed lower trends for MAT and precipitation and higher trends for MSLP. Both ERA-40 and NCEP had larger explained variances for the first two EOFs than the observed precipitation. This implies that both reanalysis datasets tend to simulate a more uniform spatial distribution for precipitation in the study area. 相似文献
18.
Cloud radiative effects(CREs) at the top of the atmosphere(TOA) in three reanalysis datasets(the European Center for Medium-Range Weather Forecasts Interim Reanalysis(ERA-Interim), the Japanese 55-yr Reanalysis Project(JRA-55), and the Modern-Era Retrospective Analysis for Research and Applications(MERRA)) are evaluated using recent satellite-based observations. The reanalyses can basically capture the spatial pattern of the annual mean shortwave CRE, but the global mean longwave CRE in ERA-Interim and JRA55 is weaker than observed, leading to overestimations of the net CRE. Moreover, distinct CRE biases of the reanalyses occur in the Intertropical Convergence Zone(ITCZ), coastal Pacific and Atlantic regions, and East Asia. Quantitative examination further indicates that the spatial correlations of CREs and TOA upward radiation fluxes with corresponding observations in ERA-Interim are better than in the other two reanalyses. Although MERRA has certain abilities in producing the magnitudes of global mean CREs, its performance in terms of spatial correlations in winter and summer are worse than for the other two reanalyses. The ability of JRA55 in reflecting CREs lies between the other two datasets. Compared to the global mean results, the spatial correlations of shortwave CRE in East Asia decrease and the biases of regional mean CREs increase in the three reanalyses. This implies that, currently, it is still difficult to reproduce East Asian CREs based on these reanalyses. Relatively, ERA-Interim describes the seasonal variation of East Asian CREs well, albeit weaker than observed. The present study also suggests that in-depth exploration of the ability of reanalysis data to describe aspects relating to cloud properties and radiation is needed using more comprehensive observations. 相似文献
19.
The Twentieth Century Reanalysis （20thCR） dataset released in 2010 covers the period 1871-2010 and is one of the longest reanalysis datasets available worldwide. Using ERA-40, ERA-Interim and NCEP-NCAR reanalysis data, as well as HadSLP2 data and meteorological temperature records over eastern China, the performances of 20thCR in reproducing the spatial patterns and temporal variability of the East Asian winter monsoon （EAWM） are examined. Results indicate that 20thCR data： （1） can accurately reproduce the most typical configuration patterns of all sub-factors differences in the main circulation fields over East Asia involved in the EAWM system, albeit with some in comparison to ERA-40 reanalysis data; （2） is reliable and stable in describing the temporal variability of EAWM since the 1930s; and （3） can describe the high-frequency variability of EAWM better than the low-frequency fluctuations, especially in the early period. In conclusion, caution should be taken when using 20thCR data to study interdecadal variabilities or long-term trends of the EAWM, especially prior to the 1930s. 相似文献
20.
NCEP/NCAR和ERA-40再分析资料以及探空观测资料分析中国北方地区年代际气候变化 总被引：33，自引：7，他引：26
利用中国东部的探空站资料以及ERA40和NCAR/NCEP再分析资料,详细地比较了我国北方地区(主要指内蒙古以及华北地区)的高低层位势高度以及温度的特征.结果表明,在20世纪70年代以前,NCEP/NCAR再分析资料对我国北方地区对流层低层无论是位势高度或温度都描述不好,存在着很明显的虚假年代际变化趋势.与实际探空资料相比,相对于NCEP/NCAR再分析资料,ERA-40再分析资料对东亚地区对流层低层位势高度或温度的描述明显好于NCEP/NCAR再分析资料,因此,研究东亚气候的年代际变化应用ERA-40再分析资料要好一些.高层的结果要比低层好.在70年代以后,NCEP/NCAR再分析资料对于内蒙古和华北对流层上层的位势高度和温度的描述要好于ERA-40再分析资料,更接近于实际探空值,这说明这两份再分析资料各有优缺点.
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