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1.
RegCM3对东亚环流和中国气候模拟能力的检验   总被引:31,自引:1,他引:31  
使用RegCM3区域气候模式,嵌套ERA40再分析资料,对东亚地区进行了15年(1987~2001年)时间长度的数值积分试验,分析了模式对东亚平均环流及中国地区气温和降水的模拟。结果表明,模式对东亚平均环流的特征和中国地区降水、地面气温的年、季地理分布和季节变化特征均具有一定的模拟能力,对气温和降水年际变率的模拟也较好。此外模式模拟在测站稀少地区,可以提供局地如降水分布更可靠的信息。模式对气温的模拟存在1-3℃的系统性冷偏差;对中国地区降水地理分布的模拟也存在一定偏差,如对年平均降水的模拟中,降水最大值位置与观测有一定差距,特别是对冬季降水中心的模拟存在较大偏差。模式模拟的夏季降水,在中国北方地区总体偏大100-200 mm,南方总体偏小100-200 mm。模式对地面气温的模拟效果好于降水。  相似文献   

2.
利用区域气候模式(Reg CM4)对中国区域过去30 a(1983年1月至2012年12月)的气温和降水进行了数值模拟和检验分析。模拟结果和观测的对比检验表明,模式能够较好地再现过去30 a中国区域气温和降水的空间分布特征,对于温度和降水的分布型能够较为准确地模拟再现。但是,模拟的气温整体偏低于观测;模拟误差在东北地区相对较小,而在青藏高原周边地区误差相对较大。降水模拟值高于观测结果,在华南、华中地区效果好于其他地区;误差较大的区域主要集中在青藏高原东麓、四川和云南地区,这可能主要受地形因素影响。气温均方根误差整体上呈现出北高南低的分布,降水均方根误差则呈现出南高北低的分布。30 a气温模拟值上升趋势接近实际观测,气温在冬季的模拟好于其他季节,夏季降水的模拟结果明显偏高于观测。模式模拟结果可提供空间分辨率较高的气候资料,也可为观测资料稀少的地区提供有效的气候资料。  相似文献   

3.
RegCM3对山东夏季气候高分辨率模拟   总被引:1,自引:1,他引:0  
利用区域气候模式RegCM3及NCEP/DOE再分析资料,对山东地区1985-2000年夏季区域气候变化进行了高分辨率(20 km)的数值模拟试验.通过对模拟结果和山东地区较密集的观测资料的比较分析,检验了模式在该地区的模拟能力.结果表明:(1)区域气候模式RegCM3能够合理地模拟出山东区域中高层的主要环流特征;(2)数值模拟能够合理再现山东地区16 a夏季平均降水南高北低和地面气温西高东低的主要分布特征.同时也能够合理地模拟出1990和1998年山东地区夏季强降水的主要特征,以及1992和1999年的干旱;(3) 模式结果较好地反映了1985-2000年16 a夏季山东地区降水和地面气温变率的主要特征.  相似文献   

4.
基于长江流域142个气象站1986—2005年月降水和气温数据,评估由MPI-ESM-LR模式驱动的CCLM区域气候模式对长江流域气温和降水的模拟能力,并采用EDCDF法对气温和降水预估数据进行偏差校正。结果表明:该区域气候模式能较好地模拟出长江流域平均气温的季节变化和空间分布特征,但模拟值无论在季节还是年际尺度上均高于观测值。对降水而言,该模式不能较好地模拟出降水的季节分布特征,导致春季、冬季及年模拟值高于观测值,而夏季和秋季模拟值低于观测值。总体而言,该模式对气温的模拟效果相对较好。偏差校正后的预估结果表明:在RCP4.5情景下,长江流域未来(2016—2035年)平均气温相对于基准期(1986—2005年)将升高0.66℃,年降水量将减少2.2%。  相似文献   

5.
利用NCAR/NNRP2的每日4次再分析资料、NOAA的周平均OI_WK再分析资料和山东省122个观测站逐日气温和降水资料,使用RegCM4.0区域气候模式,选取MIT-Emanuel、Grell和Kuo 3种对流参数化方案,对山东省1990—2009年气温和降水进行了数值模拟。结果表明:3种对流参数化方案均能模拟出山东省平均气温和降水量的年际变化,且对气温的模拟效果总体好于降水。模拟的年平均气温偏低,其中Grell试验模拟结果最低,而Ema和Kuo试验模拟的年平均气温在内陆地区存在冷偏差(约-1℃),在沿海地区存在暖偏差(约+1.5℃)。模拟的年降水量偏少,其中Kuo试验模拟值最少。该模式对降水的模拟效果冬季最好,夏季最差。其中,夏季降水量的模拟值Ema试验较观测值偏多13.2%,Grell试验较观测值偏少17.8%。Grell和Kuo试验,对夏季和秋季降水量的模拟值与观测值的相关系数最高。  相似文献   

6.
华北地区夏季降水模拟研究:区域气候模式性能评估   总被引:2,自引:1,他引:1       下载免费PDF全文
利用高分辨率区域气候模式Reg CM3对华北地区1991—2002年夏季气候进行了数值模拟,对照中国台站的实测资料,对模拟的华北地区夏季降水、温度进行了较为全面的比较,以检验模式的模拟性能。对平均场的模拟结果检验认为,该区域气候模式对华北地区夏季降水的空间分布模拟存在一定的误差,河套地区及黄河以南地区降水量接近实况,沿着太行山脉及东部沿海地区降水量明显偏多。模式对温度的模拟误差较小,较好地再现了气温的空间分布特征,但山西及以北地区模拟的温度略偏低。模式能够较好地模拟出华北地区夏季降水和气温的年际变化,成功再现了该区域降水和气温的异常变化。模式能够成功模拟出该区域降水和气温日变化特征,特别是对于逐年夏季的降水日变化过程的峰值和谷值均有成功表现,对于典型年份华北地区较强降水过程中降水发生的时间、落区、强度等也有再现能力,不足的是模拟的降水量比观测偏大。对于模式误差是否与地形或模式积云对流参数化方案等有关,需要进一步探讨。  相似文献   

7.
RegCM3模式对青藏高原地区气候的模拟   总被引:23,自引:7,他引:23  
使用RegCM3区域气候模式,利用ECMWF的ERA40再分析资料,对东亚地区进行了长达15年(1987-2001年)时间的数值积分试验,重点分析了模式对青藏高原及青藏铁路沿线地区气温和降水的模拟。结果表明,RegCM3模式具有模拟青藏高原及周边地区当代降水和气温主要分布特征的能力,尤其在观测站点稀少地区可提供局地降水和气温分布的较可靠信息。模式较好地模拟了青藏铁路沿线地区的降水,特别是气温的年变化趋势,同时也较好地模拟了这一地区气温的年际变化,但对该区降水年际变化的模拟能力则有待进一步提高。  相似文献   

8.
利用区域气候模式对全球气候模式季节预测产品进行动力降尺度,是获取未来高分辨率季节气候预测结果的重要途径。使用区域气候模式RegCM4.4单向嵌套国家气候中心气候系统模式BCC_CSM1.1(m)输出结果,进行东亚19912013年逐年3月1日—9月1日的气候回报试验及2014年3月1日9月1日的气候预测试验。分析模式对中国地区夏季(6-8月)地面气温和降水的回报结果表明:RegCM4.4对夏季气候态的回报优于驱动场模式BCC_CSM1.1(m),并能提供更详细可靠的局地信息;RegCM4.4回报和观测的多年平均气温、降水的空间距平相关系数(ACCs)分别为-0.04和0.01,空间距平符号一致率(PCs)分别为51.1%和50.6%,趋势异常综合评分(PS)分别为64.2和70.3,均方差误差(MSE)分别为1.09 ℃和0.30 mm/d。RegCM4.4对中国地区2014年夏季气候预测结果表明,模式对夏季气温、降水距平整体分布的预测较好,但在次区域尺度上预测结果和观测存在差别。本研究只进行了一个区域气候模式RegCM4.4嵌套一个全球模式BCC_CSM1.1(m)单样本回报和预测试验的动力降尺度试验研究,未来在改进驱动场模式和区域气候模式模拟预测性能、订正驱动场模式输出系统误差及提高运算能力的基础上,进行多模式多样本的集合试验研究,有助于提高精细化短期气候预测产品的质量。  相似文献   

9.
中国地区春季沙尘气溶胶短波辐射气候效应数值模拟研究   总被引:1,自引:0,他引:1  
利用耦合了起沙模型(MEDM)的区域气候模式RegCM3,模拟研究了2000年春季中国地区沙尘气溶胶短波辐射气候效应。结果表明,春季中国沙尘气溶胶垂直负荷的大值区主要位于南疆盆地和阿拉善高原。引入沙尘气溶胶后,中国地区地表均出现负的辐射强迫,地面气温普遍降低,中低层(400 hPa层以下)大气温度则呈上升趋势。沙尘源区及其下游地区总云量及降水主要呈减少趋势,云量与降水的分布特征与空中流场的变化趋势一致性较好。  相似文献   

10.
PRECIS模式对宁夏气候模拟能力的初步验证   总被引:1,自引:0,他引:1  
本文获得了受权使用英国Hadley气候中心的区域气候模式系统PRECIS已模拟好的中国境内的数据,取其宁夏区域内的模拟值与同期实际观测资料进行对比,分析验证PRECIS模式对宁夏区域气候的模拟能力.结果表明:PRECIS能够模拟宁夏年平均和夏季平均气温的空间分布特征;与观测值相比,模拟的最高气温平均偏差仅为0.5℃; PRECIS能够模拟出15a月平均气温逐渐升高的趋势以及逐日平均、最高和最低气温发生频率的分布特征.PRECIS能够模拟出宁夏年平均和夏季降水基本的空间差异和季节分布特征,但对月平均降水的模拟值整体偏高.  相似文献   

11.
RegCM3模式对中国东部夏季降水的模拟试验   总被引:35,自引:4,他引:35  
利用最新发布的区域气候模式RegCM3对1998年5—8月中国东部降水进行了模拟试验,考察了模式对降水和大尺度环流系统的模拟能力。结果表明:不同对流性降水方案对不同月份、不同区域的降水模拟效果差别较大,采用Kuo方案和Grell方案时模拟的降水效果要好于BM方案;RegCM3能较成功地再现异常降水的月际尺度变化和空间分布等基本特征;模式还较好地模拟了西太平洋副高脊线的演变过程和两次向北传播的季节内振荡。该模式可应用于中国东部夏季风降水的研究。  相似文献   

12.
区域海气耦合模式对中国夏季降水的模拟   总被引:8,自引:0,他引:8  
姚素香  张耀存 《气象学报》2008,66(2):131-142
以区域气候模式RegCM3和普林斯顿海洋模式POM为基础,建立了一个区域海气耦合模式,对1963-2002年中国夏季气候进行模拟,重点分析该耦合模式对中国夏季降水的模拟性能以及降水模拟改进的可能原因.结果表明:耦合模式对中国夏季雨带分布的模拟明显优于控制试验(单独的大气模式),对长江流域以及华南降水的模拟性能改进尤为明显,同时耦合模式能够更为真实地刻画中国东部地区汛期雨带的移动.对降水的年际变化分析发现,耦合模式模拟的1963-2002年中国夏季降水年际变率与观测吻合,模拟的夏季长江流域降水与观测降水相关系数达到0.48,模拟的华南夏季降水与观测的相关系数达到0.61,而控制试验结果与观测降水的相关系数均较小.对中国东部长江流域夏季降水与近海海温的相关分析表明,用给定海温驱动的大气模式,并不能正确模拟出中国东部夏季降水与海温的关系,而耦合模式能够较好地模拟出长江流域与孟加拉湾、南海以及黑潮区海温的关系,与GISST(全球海冰和海表温度)和观测降水相关关系一致.对水汽输送通量的分析发现,控制试验模拟的水汽输送路径与NCEP/NCAR再分析资料相比差别较大,耦合模式模拟的来自海洋上的水汽输送强度和路径与NCEP/NCAR再分析资料一致,提高了耦合模式对水汽输送的模拟能力,从而改善了模式对华南以及长江流域降水的模拟.  相似文献   

13.
An evaluation of RegCM3_CERES for regional climate modeling in China   总被引:1,自引:0,他引:1  
陈锋  谢正辉 《大气科学进展》2013,30(4):1187-1200
A 20-year simulation of regional climate over East Asia by the regional climate model RegCM3_CERES (Regional Climate Model version 3 coupled with the Crop Estimation through Resource and Environment Synthesis) was carried out and compared with observations and the original RegCM3 model to comprehensively evaluate its performance in simulating the regional climate over continental China. The results showed that RegCM3_CERES reproduced the regional climate at a resolution of 60 km over China by using ERA40 data as the boundary conditions, albeit with some limitations. The model captured the basic characteristics of the East Asian circulation, the spatial distribution of mean precipitation and temperature, and the daily characteristics of precipitation and temperature. However, it underestimated both the intensity of the monsoon in the monsoonal area and precipitation in southern China, overestimated precipitation in northern China, and produced a systematic cold temperature bias over most of continental China. Despite these limitations, it was concluded that the RegCM3_CERES model is able to simulate the regional climate over continental China reasonably well.  相似文献   

14.
SIMULATION OF PRESENT CLIMATE OVER EAST ASIA BY A REGIONAL CLIMATE MODEL   总被引:1,自引:0,他引:1  
A 15-year simulation of climate over East Asia is conducted with the latest version of a regional climate model RegCM3 nested in one-way mode to the ERA40 Re-analysis data. The performance of themodel in simulating present climate over East Asia and China is investigated. Results show that RegCM3 can reproduce well the atmospheric circulation over East Asia. The simulation of the main distribution patterns of surface air temperature and precipitation over China and their seasonal cycle/evolution, are basically agree with that of the observation. Meanwhile a general cold bias is found in the simulation. AS for the precipitation, the model tends to overestimate the precipitation in northern China while underestimate it in southern China, particularly in winter. In general, the model has better performance in simulating temperature than precipitation.  相似文献   

15.
The regional climate model (RegCM3) from the Abdus Salam International Centre for Theoretical Physics has been used to simulate the Indian summer monsoon for three different monsoon seasons such as deficit (1987), excess (1988) and normal (1989). Sensitivity to various cumulus parameterization and closure schemes of RegCM3 driven by the National Centre for Medium Range Weather Forecasting global spectral model products has been tested. The model integration of the nested RegCM3 is conducted using 90 and 30-km horizontal resolutions for outer and inner domains, respectively. The India Meteorological Department gridded rainfall (1° × 1°) and National Centre for Environment Prediction (NCEP)–Department of Energy (DOE) reanalysis-2 of 2.5° × 2.5° horizontal resolution data has been used for verification. The RegCM3 forced by NCEP–DOE reanalysis-2 data simulates monsoon seasons of 1987 and 1988 reasonably well, but the monsoon season of 1989 is not represented well in the model simulations. The RegCM3 runs driven by the global model are able to bring out seasonal mean rainfall and circulations well with the use of the Grell and Anthes–Kuo cumulus scheme at 90-km resolution. While the rainfall intensity and distribution is brought out well with the Anthes–Kuo scheme, upper air circulation features are brought out better by the Grell scheme. The simulated rainfall distribution is better with RegCM3 using the MIT-Emanuel cumulus scheme for 30-km resolution. Several statistical analyses, such as correlation coefficient, root mean square error, equitable threat score, confirm that the performance of MIT-Emanuel scheme at 30-km resolution is better in simulating all-India summer monsoon rainfall. The RegCM3 simulated rainfall amount is more and closer to observations than that from the global model. The RegCM3 has corrected its driven GCM in terms of rainfall distribution and magnitude over some parts of India during extreme years. This study brings out several weaknesses of the RegCM model which are documented in this paper.  相似文献   

16.
We present an analysis of a high resolution multi-decadal simulation of recent climate (1971–2000) over the Korean Peninsula with a regional climate model (RegCM3) using a one-way double-nested system. Mean climate state as well as frequency and intensity of extreme climate events are investigated at various temporal and spatial scales, with focus on surface air temperature and precipitation. The mother intermediate resolution model domain encompasses the eastern regions of Asia at 60 km grid spacing while the high resolution nested domain covers the Korean Peninsula at 20 km grid spacing. The simulation spans the 30-year period of January 1971 through December 2000, and initial and lateral boundary conditions for the mother domain are provided from ECHO-G fields based on the IPCC SRES B2 scenario. The model shows a good performance in reproducing the climatological and regional characteristics of surface variables, although some persistent biases are present. Main results are as follows: (1) The RegCM3 successfully simulates the fine-scale structure of the temperature field due to topographic forcing but it shows a systematic cold bias mostly due to an underestimate of maximum temperature. (2) The frequency distribution of simulated daily mean temperature agrees well with the observed seasonal and spatial patterns. In the summer season, however, daily variability is underestimated. (3) The RegCM3 simulation adequately captures the seasonal evolution of precipitation associated to the East Asia monsoon. In particular, the simulated winter precipitation is remarkably good, clearly showing typical precipitation patterns that occur on the northwestern areas of Japan during the winter monsoon. Although summer precipitation is underestimated, area-averaged time series of precipitation over Korea show that the RegCM3 agrees better with observations than ECHO-G both in terms of seasonal evolution and precipitation amounts. (4) Heavy rainfall phenomena exceeding 300 mm/day are simulated only at the high resolution of the double nested domain. (5) The model shows a tendency to overestimate the number of precipitation days and to underestimate the precipitation intensities. (6) A CSEOF analysis reveals that the model captures the strength of the annual cycle and the surface warming trend throughout the simulated period.  相似文献   

17.
温室效应对我国东部地区气候影响的高分辨率数值试验   总被引:17,自引:4,他引:13  
石英  高学杰 《大气科学》2008,32(5):1006-1018
使用RegCM3区域气候模式,单向嵌套NASA/NCAR 的全球环流模式FvGCM的输出结果,对中国东部地区进行了在实际温室气体浓度下当代1961~1990年和在IPCC A2温室气体排放情景下21世纪末期2071~2100年各30年时间长度,水平分辨率为20 km的气候变化模拟试验。首先分析全球和区域模式对中国东部地区当代气候的模拟情况,结果表明全球模式对中国东部地区气温的总体分布型模拟较好,但存在冷偏差,区域模式在对这个冷偏差有所纠正的同时,提供了气温地理分布更详细的信息。全球模式模拟的年降水中心位于长江流域,与观测差别较大,区域模式对此同样也有改进,降水高值区主要位于区域南部,并表现出较强的地形强迫特征。区域模式的模拟结果还表明,至21世纪末期,在温室效应作用下,中国东部的气温将明显升高,年平均气温的升高值在2.7~4.0℃之间,其中北部升温大于南部,冬季升温大于夏季。冬季升温表现出明显的随纬度增加而增加的分布型。模拟区域内年平均降水将增加,增加值一般在10%以上,部分地区达到30%。降水增加在夏季较明显,区域内以普遍增加为主,冬季降水自山东半岛至湖南地区将减少,其他地区增加。此外,对夏季高温日数和冬季低温日数及年平均大雨日数的变化也进行了分析。  相似文献   

18.
Afforestation is usually thought as a good approach to mitigate impacts of warming over a region. This study presents an argument that afforestation may have bigger impacts than originally thought by previous studies. The study investigates the impacts of afforestation on future climate and extreme events in Nigeria, using a regional climate model (RegCM3), forced with global climate model simulations. The impacts of seven afforestation options on the near future (2031–2050, under A1B scenario) climate and the extreme events are investigated. RegCM3 replicates essential features in the present-day (1981–2000) climate and the associated extreme events, and adequately simulates the seasonal variations over the ecological zones in the country. However, the model simulates the seasonal climate better over the northern ecological zones than over the southern ecological zones. The simulated spatial distribution of the extreme events agrees well with the observation, though the magnitude of the simulated events is smaller than the observed. The study shows that afforestation in Nigeria could have both positive and negative future impacts on the climate change and extreme events in the country. While afforestation reduces the projected global warming and enhances rainfall over the afforested area (and over coastal zones), it enhances the warming and reduces the rainfall over the north-eastern part of the country. In addition, the afforestation induces more frequent occurrence of extreme rainfall events (flooding) over the coastal region and more frequent occurrence of heat waves and droughts over the semi-arid region. The positive and negative impacts of the afforestation are not limited to Nigeria; they extend to the neighboring countries. While afforestation lowers the warming and enhances rainfall over Benin Republic, it increases the warming and lowers the rainfall over Niger, Chad and Cameroon. The result of the study has important implication for the ongoing climate change mitigation and adaptation efforts in Nigeria.  相似文献   

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