A Simulation Study of Global Evapotranspiration Components Using the Community Land Model

被引:6
|
作者
Yang, Minghao [1 ]
Zuo, Ruiting [1 ]
Wang, Liqiong [1 ,2 ]
Chen, Xiong [1 ]
机构
[1] Natl Univ Def Technol, Coll Meteorol & Oceanog, Nanjing 211101, Jiangsu, Peoples R China
[2] Nanjing Star Jelly Environm Consultants Co Ltd, Nanjing 210013, Jiangsu, Peoples R China
来源
ATMOSPHERE | 2018年 / 9卷 / 05期
基金
中国国家自然科学基金;
关键词
land surface process; numerical simulation; CLM; evapotranspiration; SURFACE MODELS; INTERCEPTION MECHANISM; VEGETATION MODEL; PART I; EVAPORATION; RAINFALL; CLIMATE; VALIDATION; FORESTS; PROJECT;
D O I
10.3390/atmos9050178
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The Qian atmospheric forcing dataset is used to drive the Community Land Model, version 4.0 and 4.5 (CLM4 and CLM4.5) in off-line simulation tests. Based on flux network (FLUXNET) data and reanalysis data provided by National Oceanic and Atmospheric Administration (NOAA) and Climate Forecast System Reanalysis (CFSR), the simulation results of CLM4.5 on the global evaporation of intercepted water from the vegetation canopy (Ec), vegetation transpiration (Et), evaporation of soil (Es) and latent heat flux are evaluated. Subsequently, the improvement in the simulation results of CLM4.5 compared with CLM4.0 is tested and analyzed. The results show that the simulated spatial distribution of Ec, Et and latent heat flux in CLM4.5 are closer to the reanalysis data than Es. The simulated annual means of Et, Es and latent heat flux in CLM4.5 are larger than the reanalysis data, but Ec is smaller. The spatial distribution of the simulation bias of latent heat flux in CLM4.5 is mainly determined by the bias distribution of Es. There is a significant difference in the simulation of Et, Es and latent heat flux between CLM4.5 and CLM4.0. These differences are mainly present near the equator and in the middle and high latitudes in the Northern Hemisphere. In general, compared with CLM4.0, the simulation bias of Et, Es, and latent heat flux have been reduced in CLM4.5, and the simulated means are more consistent with the reanalysis data. Although there is a significant improvement in the simulation of the spatial distribution of Et and Es in CLM4.5 compared with CLM4.0, the ability of CLM4.5 to simulate the spatial distribution of global latent heat flux shows little improvement relative to CLM4.0.
引用
收藏
页数:18
相关论文
共 50 条
  • [11] Estimation of global land surface evapotranspiration and its trend using a surface energy balance constrained deep learning model
    Chen, Han
    Razaqpur, A. Ghani
    Wei, Yizhao
    Huang, Jinhui Jeanne
    Li, Han
    Mcbean, Edward
    JOURNAL OF HYDROLOGY, 2023, 627
  • [12] Modeling Isoprene Emission Response to Drought and Heatwaves Within MEGAN Using Evapotranspiration Data and by Coupling With the Community Land Model
    Wang, Hui
    Lu, Xinchen
    Seco, Roger
    Stavrakou, Trissevgeni
    Karl, Thomas
    Jiang, Xiaoyan
    Gu, Lianhong
    Guenther, Alex B.
    JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2022, 14 (12)
  • [13] Modeling Evapotranspiration of Two Land Covers Using Integrated Hydrologic Model
    Zhang, Jing
    Ross, Mark A.
    JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, 2010, 136 (08) : 511 - 518
  • [14] Numerical simulation of evapotranspiration using a root water uptake model
    Nyambayo, V. P.
    Potts, D. M.
    COMPUTERS AND GEOTECHNICS, 2010, 37 (1-2) : 175 - 186
  • [15] Mapping evapotranspiration and water balance for global land surfaces
    Tateishi, R
    Ahn, CH
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 1996, 51 (04) : 209 - 215
  • [16] Partitioning global land evapotranspiration using CMIP5 models constrained by observations
    Lian, Xu
    Piao, Shilong
    Huntingford, Chris
    Li, Yue
    Zeng, Zhenzhong
    Wang, Xuhui
    Ciais, Philippe
    McVicar, Tim R.
    Peng, Shushi
    Ottle, Catherine
    Yang, Hui
    Yang, Yuting
    Zhang, Yongqiang
    Wang, Tao
    NATURE CLIMATE CHANGE, 2018, 8 (07) : 640 - +
  • [17] Partitioning global land evapotranspiration using CMIP5 models constrained by observations
    Xu Lian
    Shilong Piao
    Chris Huntingford
    Yue Li
    Zhenzhong Zeng
    Xuhui Wang
    Philippe Ciais
    Tim R. McVicar
    Shushi Peng
    Catherine Ottlé
    Hui Yang
    Yuting Yang
    Yongqiang Zhang
    Tao Wang
    Nature Climate Change, 2018, 8 : 640 - 646
  • [18] Impact of Modified Richards Equation on Global Soil Moisture Simulation in the Community Land Model (CLM3.5)
    Decker, Mark
    Zeng, Xubin
    JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, 2009, 1
  • [19] Evaluation of hydrologic components of community land model 4 and bias identification
    Du, Enhao
    Di Vittorio, Alan
    Collins, William D.
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2016, 48 : 5 - 16
  • [20] Northern Dvina Runoff Simulation Using Land-Surface Model SWAP and Global Databases
    Gusev, E. M.
    Nasonova, O. N.
    Dzhogan, L. Ya.
    Kovalev, E. E.
    WATER RESOURCES, 2011, 38 (04) : 470 - 483