干旱区地膜覆盖玉米农田地表反照率动态参数化方法及其模拟效果分析

Abstract

Abstract: Based on the observed data of surface albedo in maize cropland mulched by plastic film in an arid region from June 1 to July 24, 2015, the variation of surface albedo during the vegetation growth period and the relationship between surface albedo and soil moisture content were analyzed. It was found that the surface albedo variation and the correlation between surface albedo and soil moisture content were significantly different from that on underlying surface without mulching plastic film, thus a corresponding dynamic parameterization scheme of surface albedo was established. Furthermore, the modified dynamic parameterization scheme of surface albedo was applied to the land surface process model CoLM, and three simulation tests were carried out to analyze and verify the accuracy and applicability of the new scheme on cropland underlying surface mulched by plastic film. The numerical simulation results showed that the three tests could reflect the daily variation trend of land surface process, but the comparison revealed that the simulation performance of the new model was the best, because the simulation capability of the upward shortwave and longwave radiation was obviously increased, and the simulated results of soil temperature and soil moisture content in shallow soil were improved to some extent. Hence, the dynamic parameterization method of surface albedo could significantly facilitate the land surface process simulation capability on cropland underlying surface mulched by plastic film in arid region, and it could be referred in further developing and improving the land surface process models in the future.

Key words: plastic film mulching, maize cropland, surface albedo, dynamic parameterization method, numerical simulation, arid region

References

[1] Wang S, Grant R F, Verseghy D L, et al. Modeling plant carbon and nitrogen dynamics of a boreal aspen forest in CLASS -- the Canadian Land Surface Scheme[J].Ecological Modelling,2010,142(1):135-154．
[2] Wang S, Grant R F, Verseghy D L, et al. Modeling carbon dynamics of boreal forest ecosystems using the Canadian Land Surface Scheme[J].Climatic Change,2002,55(4):451-477．
[3] Wang S, Grant R F, Verseghy D L, et al. Modeling carbon-coupled energy and water dynamics of a boreal aspen forest in a general circulation model land surface scheme[J].International Journal of Climatology,2002,22(10):1249-1265.
[4] Henderson-Sellers A．The project for intercomparison of land-surface parameterization schemes[J].Bulletin of the American Meteorological Society,1993,74(7):1335-1349．
[5] Betts A K, Ball J H. Albedo over the boreal forest[J].Journal of Geophysical Research Atmospheres,1997,102(D24):28901-28909．
[6] 刘树华,文平辉,张云雁,等.陆面过程和大气边界层相互作用敏感性试验[J].气象学报,2001,59(5):533-548.[Liu Shuhua, Wen Pinghui, Zhang Yunyan, et al. Sensitivity tests of interaction between land surface physical process and atmospheric boundary layer[J].Acta Meteorologica Sinica,2001,59(5):533-548.]
[7] 鲍艳,吕世华,奥银焕,等.反照率参数化改进对裸土地表能量和热过程模拟的影响[J].太阳能学报,2007,28(7):775-782.[Bao Yan, Lû Shihua, Ao Yinhuan, et al. Improvement of surface albedo parameterization over bare soil on surface radiation and thermal process modeling[J].Acta Energiae Solaris Sinica,2007,28(7):775-782.]
[8] Charney J G. Dynamics of deserts and drought in the Sahel[J].Quarterly Journal of the Royal Meteorological Society,1975,101(428):193-202.
[9] Baldocci D, Kelliher F M, Black T A, et al. Climate and vegetation controls on boreal zone energy exchange[J].Global Change Biology,2000,6(Suppl 1):69-83．
[10] Otterman J, Chou M D, Arking A. Effects of Nontropical Forest Cover on Climate[J].Journal of Climate and Applied Meteorology,1984,23:762-767.
[11] 蔡福,周广胜,李荣平,等.地表反照率动态参数化方案研究—以玉米农田为例[J].自然资源学报,2011,26(10):1775-1788.[Cai Fu, Zhou Guangsheng, Li Rongping, et al. Dynamic parameterization scheme of surface albedo: A case study on rained maize filed[J].Journal of Natural Resources,2011,26(10):1775-1788.]
[12] 陈继伟,左洪超,王颖,等.西北干旱区不同下垫面反照率随太阳高度角变化的参数化方案[J].高原气象,2014,33(1):80-88.[Chen Jiwei, Zuo Hongchao, Wang Ying, et al. Parameterization scheme about albedo changing with solar altitude angle over different underlying surface in arid areas of northwest China[J].Plateau Meteorology,2014,33(1):80-88.]
[13] 张强,王胜,卫国安.西北地区戈壁局地陆面物理参数的研究[J].地球物理学报,2003,46(5):616-623.[Zhang Qiang, Wang Sheng, Wei Guoan. A study on parameterization of local land-surface physical processes on the Gobi of Northwest China[J].Chinese Journal of Geophysics,2003,46(5):616-623.]
[14] 陆莎,左洪超,郭阳,等.荒漠下垫面陆面过程模式中重要参数的修正及模拟效果分析[J].干旱区研究,2017,4(3):551-563.[Lu Sha, Zuo Hongchao,Guo Yang,et al. Modification and simulation of key parameters in land surface process in desert underlying surface[J].Arid Zone Research,2017,4(3):551-563.]
[15] Wang Z, Barlage M, Zeng X, et al. The solar zenith angle dependence of desert albedo[J].Geophysical Research Letters, 2005,32(L05403):1-4.
[16] Wang K, Wang P, Liu J, et al. Variation of surface albedo and soil thermal parameters with soil moisture content at a semi-desert site on the western Tibetan Plateau[J].Boundary-Layer Meteorology,2005,116(1):117-129.
[17] Liu H Z, Wang B M, Fu C B. Relationships between surface albedo, soil thermal parameters and soil moisture in the semi-arid area of Tongyu, northeastern China[J]. Advances in Atmospheric Sciences,2008,25(5):757-764．
[18] 张果,周广胜,阳伏林.内蒙古荒漠草原地表反照率变化特征[J].生态学报,2010,30(24):6943-6951.[Zhang Guo, Zhou Guangsheng, Yang Fulin. Analysis on dynamic characteristics of surface albedo over a desert steppe in Inner Mongolia[J].Acta Ecologica Sinica,2010,30(24):6943-6951.]
[19] 刘永强,艾力买买提明,何清.对陆面过程模型CoLM中关键参数的修正[J].干旱区研究,2014,31(4):611-618.[Liu Yongqiang, Ali Mamtimin, He Qing. Modification of key parameters in CoLM[J].Arid Zone Research,2014,31(4):611-618.]
[20] 陈继伟,左洪超.干旱区地膜覆盖农田下垫面反照率的观测研究[J].干旱区研究,2014,31(3):397-403.[Chen Jiwei, Zuo Hongchao. Albedo of cropland covered with plastic film in an arid area in northwest China[J].Arid Zone Research,2014,31(3):397-403.]
[21] 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.[Yang Qidong. Simulation research of land surface process over two typical underlying covers in the arid and semi-arid areas[D].LanZhou: LanZhou University,2012.]
[22] Dai Y J, Ji D Y. The Common Land Model: Documentation and User's Guide[R]. Beijing ：School of Geography Beijing Normal University, 2008.
[23] Dai Y J, Zeng X B, Dickson R E, et al. The common land model (CLM)[J].Bull of American Meteorological Society, 2003,84(8):1013-1023.
[24] Dickinson R E, Henderson-Sellers A, Kennedy P J, et al. Biosphere-atmosphere transfer scheme(BATS) version 1e as coupled to Community Climate Model[C]. Colorado:National Center for Atmospheric Research,1993:72pp.
[25] Bonan G B. A land surface model(LSM Version1.0) for ecological, hydrological and atmospheric studies: Technical description and user's guide[C]//NCAR Technical Note NCAR/TN-417+STR.Boulder,Colorado:National Center for Atmospheric Research,1996:150pp.
[26] Dai Y J, Zeng Q C. A land surface model(IAP94) for climate studies, Part I:Formation and validation in off-line experiments[J].Advances in Atmospheric Sciences,1997,14(4):433-460.
[27] Zeng X B, Shaikh M, Dai Y J, et al. Coupling of the Common Land Model to the NCAR Community Climate Model[J].Journal of Climate, 2002,15(14):1832-1854.
[28] Anderson M C, Neale C M U, Li F, Norman J M, Kustas W P, Jayanthi H, et al. Upscaling ground observations of vegetation water content, canopy height, and leaf area index during SMEX02 using aircraft and landsat imagery[J]. Remote Sensing of Environment,2004,92(4):447-464.
[29] 田静,苏红波,孙晓敏,等.基于地面试验的植被覆盖率估算模型及其影响因素研究[J].国土资源遥感,2009,(3):1-6.[Tian Jing, Su Hongbo, Sun Xiaomin, et al. The estimation of vegetation fractional cover and its affecting factors based on surface experiments [J].Remote Sensing for Land and Resources,2009,(3):1-6.]
[30] Yang Q, Zuo H, Xiao X, et al. Modelling the effects of plastic mulch on water, heat and CO2 fluxes over cropland in an arid region[J].Journal of Hydrology,2012,452(4):102-118.
[31] 陈继伟.人类活动对干旱区农田地气相互作用的影响[D].兰州:兰州大学,2013.[Chen Jiwei. Impact of human activities to characteristics of land-atmosphere interaction on cropland in the arid region[D].LanZhou: LanZhou University,2013.]
[32] Wang S, Davidson A. Impact of Climate Variations on Surface Albedo of a Temperate Grassland[J]. Agricultural and Forest Meteorology,2007,142(2):133-142.

Dynamic Parameterization and Simulation of Surface Albedo in Maize Cropland Mulched by Plastic Film in Arid Region

PDF (PC)

Like

Knowledge

Abstract

Cite this article

share this article

References

Related Articles 15

Metrics

Comments

Recommended 0

[1]	YAN Qing, LI Juyan, YIN Zhongdong, LIU Jinmiao, LIU Hongcai. Numerical simulation of the influence of typical shrub types on wind-sand flow field [J]. Arid Zone Research, 2023, 40(5): 785-797.
[2]	WU Wanmin, LIU Tao, CHEN Xin. Seasonal changes of NDVI in the arid and semi-arid regions of Northwest China and its influencing factors [J]. Arid Zone Research, 2023, 40(12): 1969-1981.
[3]	ZHANG Tianyi, LIU Jie, YANG Zhiwei, WANG Bin, CHENG Qiulian. Numerical simulation of avalanche process in Aerxiangou, West Tianshan Mountains, based on air-ground cooperative investigation [J]. Arid Zone Research, 2023, 40(11): 1729-1743.
[4]	XUE Chengjie, ZHANG Kecun, AN Zhishan, ZHANG Hongxue, PAN Jiapeng. Influences of railway viaducts on local wind power: A case study of the Shashangou Bridge used by the Dunge Railway [J]. Arid Zone Research, 2023, 40(10): 1678-1686.
[5]	LIU Yanxue, QIAO Changlu. Study on evapotranspiration of cotton field under drip irrigation in oasis of arid region [J]. Arid Zone Research, 2023, 40(1): 152-162.
[6]	CAO Yiqing,LONG Xiao,LI Chao,WANG Siyi,ZHAO Jianhua. Numerical study on the effect of low-level jet on two rainstorms on the east side of the Helan Mountain [J]. Arid Zone Research, 2022, 39(6): 1739-1752.
[7]	GAO Jie,ZHAO Yong,YAO Junqiang,Dilinuer TUOLIEWUBIEKE,WANG Mengyuan. Spatiotemporal evolution of atmospheric water cycle factors in arid regions of Central Asia under climate change [J]. Arid Zone Research, 2022, 39(5): 1371-1384.
[8]	LIU Jinmiao,LI Juyan,YIN Zhongdong,GUAN Hanxiao,ZHANG Jiawei. Numerical simulation study on the influence of dry Alhagi camelorum on the wind-sand flow field [J]. Arid Zone Research, 2022, 39(5): 1514-1525.
[9]	RUAN Yongjian,WU Xiuqin. Evaluation of groundwater resource sustainability based on GRACE and GLDAS in arid region of Northwest China [J]. Arid Zone Research, 2022, 39(3): 787-800.
[10]	HE Chaolu,LYU Haishen,ZHU Yonghua,LI Wentao,XIE Bingqi,XU Kaili,LIU Mingwen. Assessment of TIGGE precipitation forecast models in arid and semi-arid regions of China [J]. Arid Zone Research, 2022, 39(2): 368-378.
[11]	ZHOU Hong. A comparative study of ponded infiltration in a desert sandy soil based on multi-hydrological models [J]. Arid Zone Research, 2022, 39(1): 123-134.
[12]	WANG Xuyang,LI Dianpeng,SUN Tao,SUN Xia,JIA Hongtao,LI Jun,LI Xinhu. Effects of soil mulching on the greenhouse gas emissions of crops farmland in an arid area of Xinjiang [J]. Arid Zone Research, 2022, 39(1): 176-184.
[13]	LIU Shuainan,LI Guang,SONG Liangcui,YUAN Jianyu,XIE Mingjun,WEI Xingxing. Effects of early sowing and tillage measures on nitrogen and phosphorus in the soil supporting spring wheat in the semi-arid area of the Loess Plateau [J]. Arid Zone Research, 2021, 38(5): 1367-1375.
[14]	ZHANG Xingxin,ZHANG Kai,SHI Boyuan,CUI Baohong,ZHAO Liming. Numerical simulation of wind-blown sand flow field and formation mechanism of sand damage on road surface in shifting dune area [J]. Arid Zone Research, 2021, 38(4): 1184-1191.
[15]	ZHANG Anning,LIU Rentao,CHEN Wei,CHANG Haitao,JI Xueru. Effects of climatic factors on litter decomposition and soil fauna in arid regions [J]. Arid Zone Research, 2021, 38(3): 867-874.