帮助 关于我们

返回检索结果

ECMWF地表太阳辐射数据在我国的误差及成因分析
Error Analysis of ECMWF Surface Solar Radiation Data in China

查看参考文献30篇

张星星 1,2   吕宁 1,3 *   姚凌 1,3   姜侯 1,2  
文摘 利用2000-2009年中国气象局(CMA)地表太阳辐射台站资料,对欧洲中期天气预报中心(ECMWF)地表太阳下行短波辐射产品进行多时间尺度的计算与分析,检验ECMWF地表辐射产品对于中国地区太阳辐射特征的表现。本文通过聚类分析将中国地区分为8个区域,考虑到ECMWF大气因素对ECMWF地表辐射的影响和大气因子分布的空间异质性,引入地理探测器对ECMWF再分析辐射产品的时空误差进行定量分析,来判明影响ECMWF辐射精度的主要大气因子。结果表明:总体上看,ECMWF地表太阳辐射要高于地面观测数据,月均偏差为18.28W/m~2;ECMWF地表太阳辐射表现出季节性差异,夏秋季节明显好于春冬季节,相对偏差较大的数据集中分布在12、1、2和3月,相对偏差较小的数据集中分布在6、7、8和9月;不同区域在冬季和夏季的主导大气影响因子不同,夏季中国西北(1区)、高原(3区)、西南(4区)和四川盆地(5区)地区主导影响因子都是气溶胶,东南(6区)地区的主导影响因子是地表反照率和气溶胶,中东部地区(7区)的主导影响因子是云覆盖率和气溶胶,但是因子解释较小,分别为0.0228和0.0202,东北地区(8区)4个因子均未通过显著性系数检验,因子对相对偏差的变化影响不显著;冬季中国西北(1区)、高原(3区)、中东(7区)、东北(8区)和四川盆地(5区)地区的主导影响因子都是云覆盖率,西南(5区)和东南(6区)地区的辐射主要受到气溶胶的影响。
其他语种文摘 Comparison of surface radiation data of ECMWF (European Centre for Medium-Range Weather Forecasts) reanalysis data and data from station observation (China Meteorological Administration) is conducted at different time scales to check whether reanalysis data can reflect the characteristics of surface solar radiation over China. Based on the cluster analysis method, China is divided into 8 regions in order to study the regional differences of the surface radiation products of the ECMWF reanalysis data in China. Taking into account the influence of atmospheric factors on the earth's surface radiation and the spatial stratified heterogeneity of the atmospheric distribution, the geographical detector is used to find the causes of errors in different sites of reanalysis data.?Overall, ECMWF is higher than the ground observation station data and the monthly deviation is 18.2835W/m~2. ECMWF shows seasonal difference, greater deviation in spring and winter, less deviation in summer and autumn. Large relative deviation of the data mainly distributed in December, January, February and March while minor relative deviation of the data mainly concentrated in July, June, August and September. The dominant atmospheric factors in different regions are different in winter and summer. In summer, from zone 1 to 5 the dominant factors are aerosols and the power of determinant is larger. The dominant factors of the zone 6 are albedo and aerosol. The dominant factors of the zone 7 are cloud cover and aerosol but the power of determinant is small, merely 0.0228 and 0.0202, respectively. Failing significance test indicates that the four factors had no significant effect on the relative deviation in the zone 8. In winter, the dominant factors of zone 4, 6, 8 and zone 1, 3, 5, 7 are aerosol and cloud coverage, respectively.
来源 地球信息科学学报 ,2018,20(2):254-267 【核心库】
DOI 10.12082/dqxxkx.2018.170381
关键词 地表太阳下行辐射 ; ECMWF再分析资料 ; CMA站点 ; 地理探测器 ; 影响因子
地址

1. 中国科学院地理科学与资源研究所, 资源与环境信息系统国家重点实验室, 北京, 100101  

2. 中国科学院大学, 北京, 100049  

3. 江苏省地理信息资源开发与利用协同创新中心, 江苏省地理信息资源开发与利用协同创新中心, 南京, 210023

语种 中文
文献类型 研究性论文
ISSN 1560-8999
学科 大气科学(气象学)
基金 国家自然科学基金项目 ;  中国科学院地理科学与资源研究所优秀青年人才基金项目
文献收藏号 CSCD:6163646

参考文献 共 30 共2页

1.  Pinker R T. Surface radiation budgets in support of the GEWEX Continental-Scale International Project (GCIP) and the GEWEX Americas Prediction Project (GAPP), including the North American Land Data Assimilation System (NLDAS) project. Journal of Geophysical Research Atmospheres,2003,108(D22):GCP5-GCP1 CSCD被引 7 次    
2.  Huang G. High resolution surface radiation products for studies of regional energy, hydrologic and ecological processes over Heihe river basin, northwest China. Agricultural and Forest Meteorology,2016,230:67-78 CSCD被引 2 次    
3.  Betts A K. Comparison of ERA40 and NCEP/DOE near-surface data sets with other ISLSCP-II data sets. Journal of Geophysical Research Atmospheres,2006,111:D22 CSCD被引 1 次    
4.  Wang K. Global atmospheric downward longwave radiation at the surface from ground-based observations, satellite retrievals, and reanalysis. Reviews of Geophysics,2013,51(2):150-185 CSCD被引 5 次    
5.  Brotzge J A. A two-Year comparison of the surface water and energy budgets between two OASIS sites and NCEP NCAR reanalysis data. Journal of Hydrometeorology,2004,5(2):311 CSCD被引 1 次    
6.  Decker M. Evaluation of the Reanalysis Products from GSFC, NCEP, and ECMWF Using Flux Tower Observations. Journal of Climate,2010,25(25):1916-1944 CSCD被引 1 次    
7.  Lohmann S. Long-term variability of solar direct and global radiation derived from ISCCP data and comparison with reanalysis data. Solar Energy,2006,80(11):1390-1401 CSCD被引 4 次    
8.  谢爱红. 不同再分析气温在东南极中山站-Dome A断面的适用性评价. 中国科学:地球科学,2014(1):156-168 CSCD被引 5 次    
9.  邓小花. 国外几套再分析资料的对比与分析. 气象科技,2010,38(1):1-8 CSCD被引 29 次    
10.  Wang A. Evaluation of multireanalysis products with in situ observations over the Tibetan Plateau. Journal of Geophysical Research Atmospheres,2012,117(D5):214-221 CSCD被引 3 次    
11.  Xia X A. Analysis of downwelling surface solar radiation in China from National Centers for Environmental Prediction reanalysis, satellite estimates, and surface observations. Journal of Geophysical Research Atmospheres,2006,111(D9):2105-2117 CSCD被引 2 次    
12.  You Q. Decadal variation of surface solar radiation in the Tibetan Plateau from observations, reanalysis and model simulations. Climate Dynamics,2013,40(7/8):2073-2086 CSCD被引 3 次    
13.  Yang R. Surface water and energy budgets for the mississippi river basin in three NCEP reanalyses. Journal of Hydrometeorology,2015,16(2):857-873 CSCD被引 2 次    
14.  Zhang X. Evaluation of the reanalysis surface incident shortwave radiation products from NCEP, ECMWF, GSFC, and JMA using satellite and surface observations. Remote Sensing,2016,8(3):225 CSCD被引 2 次    
15.  Simmons A. ERAInterim: New ECMWF reanalysis products from 1989 onwards. ECMWF Newsl. ECMWF Read. UK,2007,110:25-35 CSCD被引 1 次    
16.  Kato S. Surface irradiances consistent with CERES-Derived Top-of-Atmosphere shortwave and longwave irradiances. Journal of Climate,2013,26(9):2719-2740 CSCD被引 8 次    
17.  Mlawer E J. Radiative transfer for inhomogeneous atmospheres: RRTM, a validated correlated-k model for the longwave. Journal of Geophysical Research Atmospheres,1997,102(14):16663-16682 CSCD被引 473 次    
18.  Wielicki B A. Clouds and the Earth's Radiant Energy System (CERES):Algorithm overview?. IEEE Transactions on Geoscience and Remote Sensing,1998,36(4):1127-1141 CSCD被引 9 次    
19.  Younes S. Quality control of solar radiation data: Present status and proposed new approaches. Energy,2005,30(9):1533e49 CSCD被引 10 次    
20.  Shi G Y. Data quality assessment and the long-term trend of ground solar radiation in China. Journal of Applied Meteorology and Climatology,2007,47(4):1006-1016 CSCD被引 3 次    
引证文献 6 篇

1 高超 中国生物源挥发性有机物(BVOCs)时空排放特征研究 环境科学学报,2019,39(12):4140-4151
CSCD被引 18 次

2 孙舒轻 生态恢复背景下非辐射效应主导的黄土高原生长季地表温度变化 生态学杂志,2021,40(6):1820-1829
CSCD被引 1 次

显示所有6篇文献

论文科学数据集
PlumX Metrics
相关文献

 作者相关
 关键词相关
 参考文献相关

版权所有 ©2008 中国科学院文献情报中心 制作维护：中国科学院文献情报中心
地址：北京中关村北四环西路33号 邮政编码：100190 联系电话：(010)82627496 E-mail:cscd@mail.las.ac.cn 京ICP备05002861号-4 | 京公网安备11010802043238号