论文

CLM4.0模式对干旱区荒漠草原过渡带快速变化陆面过程的数值模拟研究

  • 杨扬 ,
  • 左洪超 ,
  • 杨启东 ,
  • 杜冰 ,
  • 王晓霞 ,
  • 王明星 ,
  • 武建军
展开
  • 兰州大学大气科学学院, 兰州 730000;2. 中国气象局兰州干旱气象研究所, 甘肃省(中国气象局)干旱气候变化与减灾重点实验室, 兰州 730020;3. 云南大学大气科学系, 昆明 650091

收稿日期: 2013-11-26

  网络出版日期: 2015-08-28

基金资助

公益性行业(气象)科研专项(GYHY201106043);国家重大科学研究计划(2012CB956200);国家自然科学基金项目 (41075006)

Numerical Simulation of Transient Land Surface Process over Desert-Steppe Transitional Zone in Arid Areas Using Community Land Model

  • YANG Yang ,
  • ZUO Hongchao ,
  • YANG Qidong ,
  • DU Bin ,
  • WANG Xiaoxia ,
  • WANG Mingxing ,
  • WU Jianjun
Expand
  • College of Atmospheric Sciences, Lanzhou University, Lanzhou 730000, China;2. Gansu Key Laboratory of Arid Climatic Change and Reducing Disaster of CMA/Institute of Arid Meteorology, China Meteorological Administration, Lanzhou 730020, China;3. Department of Atmospheric Science, Yunnan University, Kunming 650091, China

Received date: 2013-11-26

  Online published: 2015-08-28

摘要

利用2012年7-9月微气象蒸发观测实验的观测资料和陆面模式CLM4.0, 对荒漠草原过渡带快速变化的陆面过程进行了单点数值模拟试验, 通过比较模拟值与观测值来检验模式的模拟能力。结果表明:(1)CLM4.0模式能较好地模拟下垫面快速变化的辐射通量、湍流通量、土壤温度及土壤含水量的变化特征, 但模拟值较观测值还存在一定偏差。在干旱及湿润地表状况下, CLM4.0模式模拟的反射辐射与观测值的偏差较小, 而草地地表时模拟值较观测值偏高;CLM4.0模式较好地模拟了地表长波辐射的变化趋势, 但是在正午和夜间偏差较大。(2)CLM4.0模式模拟的湍流通量与观测值之间的相关系数达0.85以上, 但模拟值较观测值偏高。(3)CLM4.0模式模拟的土壤温度及含水量较观测值偏小, 且对强降水引起的土壤含水量的变化过程的模拟性能较差。发展适用于干旱荒漠草原过渡带的土壤孔隙度参数化方案, 进而通过改善土壤热导率、导水率的模拟有助于提高该类下垫面土壤温度及土壤含水量的模拟性能。

本文引用格式

杨扬 , 左洪超 , 杨启东 , 杜冰 , 王晓霞 , 王明星 , 武建军 . CLM4.0模式对干旱区荒漠草原过渡带快速变化陆面过程的数值模拟研究[J]. 高原气象, 2015 , 34(4) : 923 -934 . DOI: 10.7522/j.issn.1000-0534.2014.00105

Abstract

To study the transient change of desert-steppe transitional zone, a single point simulation experiment has been done by using the Community Land Model version 4.0 of NCAR(CLM4.0) and the observed data of Microclimate and Evaporation Experiment during July to September 2012. The simulation capability of the model was test by comparing the simulated values with the observed ones. The results showed that:(1) The results showed that:CLM4.0 model can successfully simulate the variation of the surface radiation, turbulent fluxes, soil temperature and water content with the transient changes over the underlying surface, while there are deviations between the two. In the dry and moist surface conditions, deviations between simulated and observed values of the reflected radiation is small, while the grass surface model simulations higher value compared to the observed values;CLM4.0 simulate the trend of surface longwave radiation, but deviations exist on noon and night. (2) The correlation coefficient between the simulated turbulent fluxes and observed values reached above 0.85, but the simulated values are higher than the observed values. (3) The simulated soil temperature and water content are smaller than the observed values. The CLM4.0 has a poor performance of the simulated soil moisture changes caused by heavy precipitation process. Developing applicable soil porosity parameterization schemes over the arid desert-steppe transitional zone, improving soil thermal and hydraulic conductivity simulation can help to improve simulation performance of soil temperature and water content over such underlying surface.

参考文献

[1]左洪超,胡隐樵.黑河地区绿洲和戈壁小气候特征的季节变化及其对比分析[J].高原气象,1994,13(3):246-256.
[2]范丽军,韦志刚,董文杰,等.西北干旱区地表辐射特性的初步研究[J].高原气象,2002,21(3):309-314.
[3]王兴,张强,王胜.中国黄土高原半湿润地区陆面温、湿特性及辐射收支特征研究[J].高原气象,2013,32(5):1272-1279, doi:10.7522/j.issn.1000. 0534. 2013. 00058.
[4]王介民.陆面过程实验和地气相互作用研究-从HEIFE到IMGRASS和GAME. Tibet/TIPEX[J].高原气象,1999,18(3):280-294.
[5]Dickinson R E,Kennedy P J,Henderson-Sellers A. Biosphere-atmosphere transfer scheme(BATS)version 1e as coupled to the NCAR community climate model[M]. National Center for Atmospheric Research,Climate and Global Dynamics Division,1993.
[6]Sellers P J, Mintz Y, Sud Y C, et al.A simple biosphere model (SiB) for use within general circulation models[J].J Atmos Sci,1986,43(6):505-531.
[7]Dai YJ,Zeng X B,Dickinson R E,et al.The common land model[J].Bull Amer MeteorSoc,2003,84(8):1013-1023.
[8]Flerchinger G N,Saxton K E.Simultaneous Heat and Water Model of a Freezing Snow. Residue. Soil System I.Theory and Development[J].Trans of ASAE,1989,32(2):565-571.
[9]Oleson KW,Dai YJ,Bonan G,et al.Technical description of t he Community Land Model (CLM)[R].NCAR Technical Note NCAR/TN. 461+ STR,National Center for Atmospheric Research,Boulder,CO,2004.
[10]Hudiburg T W,Law B E,Thornton P E.Evaluation and improvement of the Community Land Model(CLM4) in Oregon forests[J].Biogeosciences,2013,10:453-470.
[11]Migliavacca M,Dosio A,Kloster S,et al.Modeling burned area in Europe with the Community Land Model[J].Journal of Geophysical Research:Biogeosciences,2013,118(1):265-279.
[12]Thornton P E,Lamarque J F,Rosenbloom N A,et al. Influence of carbon-nitrogen cycle coupling on land model response to CO2 fertilization and climate variability[J].Global Biogeochemical Cycles,2007,21(4),doi:10.1029/2006GB002868.
[13]杜川利,刘晓东,Wu Wanli.CLM3模拟的1979. 2003年中国土壤湿度及其对全球变暖的响应[J].高原气象,2008,27(3):463-473.
[14]朱司光,陈海山,周晶.NCAR_CLM系列模式对全球近50a陆面状况的模拟及其分析比较[J].大气科学学报,2013,3(4):436-446.
[15]沈少锋,林朝辉.陆面过程模式CLM4. 0对中国区域地表水循环过程的模拟及其评估[C].创新驱动发展提高气象灾害防御能力-S3第三届气象服务发展论坛-公众、专业气象预报服务技术与应用,2013.
[16]宋耀明,范轶,马天娇.陆面过程模式CLM4. 5在半干旱区退化草原站的模拟性能评估[J].大气科学学报,2014,37(6):794-803.
[17]Oleson K W,Lawrence D M,Bonan G B,et al.Technical description of version 4. 0 of the Community Land Model(CLM)[Z].National Center for Atmospheric Research,Boulder,USA,2010.
[18]北京林业大学.土壤理化分析实验指导书[M]. 北京:北京林业大学. 2002.
[19]陈海山,熊明明,沙文钰.CLM3. 0对中国区域陆面过程的模拟试验及评估:土壤温度[J].气象科学,2010,30(5):621-630.
[20]杜川利,刘晓东.公用陆面过程模式(Community Land Model 3. 0)简介[J].陕西气象,2005(6):13-14.
[21]王澄海,孙超.一个基于WRF + CLM区域气候模式(WRFC)的建立及初步试验[J].高原气象,2013,32(6):1626-1637,doi:10.7522/j.issn.1000. 0534. 2013. 00021.
[22]邱贵强,李华,张宇,等.高寒草原地区边界层参数化方案的适用性评估[J].高原气象,2013,32(1):46-55,doi:10.7522/j.issn.1000. 0534. 2013. 00006.
[23]杨启东.干旱半干旱区两种典型下垫面的陆面过程模拟研究[D].兰州:兰州大学, 2012.
[24]陈渤黎,吕世华,罗斯琼.CLM3. 5模式对青藏高原玛曲站陆面过程的数值模拟研究[J].高原气象, 2012,31(6):1511-1522.
[25]Lawrence D M,Oleson K W,Flanner M G,et al.The CCSM4 land simulation,1850-2005:Assessment of surface climate and new capabilities[J]. J Climate,2012,25(7):2240-2260.
[26]李燕,刘新,李伟平.青藏高原地区不同下垫面陆面过程的数值模拟研究[J].高原气象,2012,31(3):581-591.
[27]宋耀明,郭维栋,张耀存.陆面过程模式CoLM和NCAR_CLM3. 0对中国典型森林生态系统陆气相互作用的模拟II. 不同参数化方案对模拟结果的影响[J].气候与环境研究,2009,14(3):243-257.
[28]张强,胡隐樵.降水强迫对戈壁局地气候系统水、热输送的影响[J].气象学报,1997,55(4):492-498.
[29]肖霞, 左洪超,刘辉志,等.春末黄土高原半干旱区地表能量闭合的观测研究[J].冰川冻土,2012,32(1):70-77.
[30]杨启东,左洪超,杨扬,等.近地层能量闭合度对陆面过程模式影响[J].地球物理学报,2012,55(9):2876-2888.
文章导航

/