Incorporating dynamic root growth enhances the performance of Noah-MP at two contrasting winter wheat field sites

被引:53
作者
Gayler, Sebastian [1 ]
Woehling, Thomas [1 ,2 ]
Grzeschik, Matthias [1 ]
Ingwersen, Joachim [3 ]
Wizemann, Hans-Dieter [4 ]
Warrach-Sagi, Kirsten [1 ,4 ]
Hoegy, Petra [5 ]
Attinger, Sabine [1 ,6 ]
Streck, Thilo [1 ,3 ]
Wulfmeyer, Volker [1 ,4 ]
机构
[1] Water & Earth Syst Sci Competence Cluster WESS, Tubingen, Germany
[2] Lincoln Agritech Ltd, Ruakura Res Ctr, Hamilton, New Zealand
[3] Univ Hohenheim, Inst Soil Sci & Land Evaluat, Stuttgart, Germany
[4] Univ Hohenheim, Inst Phys & Meteorol, Stuttgart, Germany
[5] Univ Hohenheim, Inst Landscape & Plant Ecol, Stuttgart, Germany
[6] UFZ Helmholtz Ctr Environm Res, Leipzig, Germany
关键词
land-surface model; structural uncertainty; root water uptake; latent and sensible heat; ground heat flux; soil moisture; LAND-SURFACE SCHEME; CLIMATE-CHANGE; BIOSPHERE MODEL; WATER CYCLE; CROP MODEL; PART I; SOIL; UNCERTAINTY; IMPACT; SIMULATIONS;
D O I
10.1002/2013WR014634
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Interactions between the soil, the vegetation, and the atmospheric boundary layer require close attention when predicting water fluxes in the hydrogeosystem, agricultural systems, weather, and climate. However, land-surface schemes used in large-scale models continue to show deficiencies in consistently simulating fluxes of water and energy from the subsurface through vegetation layers to the atmosphere. In this study, the multiphysics version of the Noah land-surface model (Noah-MP) was used to identify the processes, which are most crucial for a simultaneous simulation of water and heat fluxes between land surface and the lower atmosphere. Comprehensive field data sets of latent and sensible heat fluxes, ground heat flux, soil moisture, and leaf area index from two contrasting field sites in South-West Germany are used to assess the accuracy of simulations. It is shown that an adequate representation of vegetation-related processes is the most important control for a consistent simulation of energy and water fluxes in the soil-plant-atmosphere system. In particular, using a newly implemented submodule to simulate root growth dynamics has enhanced the performance of Noah-MP. We conclude that further advances in the representation of leaf area dynamics and root/soil moisture interactions are the most promising starting points for improving the simulation of feedbacks between the subsoil, land surface and atmosphere in fully coupled hydrological and atmospheric models.
引用
收藏
页码:1337 / 1356
页数:20
相关论文
共 68 条
[41]   Comparing observations and process-based simulations of biosphere-atmosphere exchanges on multiple timescales [J].
Mahecha, M. D. ;
Reichstein, M. ;
Jung, M. ;
Seneviratne, S. I. ;
Zaehle, S. ;
Beer, C. ;
Braakhekke, M. C. ;
Carvalhais, N. ;
Lange, H. ;
Le Maire, G. ;
Moors, E. .
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2010, 115
[42]   Development of a coupled land surface and groundwater model [J].
Maxwell, RM ;
Miller, NL .
JOURNAL OF HYDROMETEOROLOGY, 2005, 6 (03) :233-247
[43]  
Nash J. E., 1970, Journal of Hydrology, V10, P282, DOI DOI 10.1016/0022-1694(70)90255-6
[44]   The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements [J].
Niu, Guo-Yue ;
Yang, Zong-Liang ;
Mitchell, Kenneth E. ;
Chen, Fei ;
Ek, Michael B. ;
Barlage, Michael ;
Kumar, Anil ;
Manning, Kevin ;
Niyogi, Dev ;
Rosero, Enrique ;
Tewari, Mukul ;
Xia, Youlong .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2011, 116
[45]   Development of a simple groundwater model for use in climate models and evaluation with Gravity Recovery and Climate Experiment data [J].
Niu, Guo-Yue ;
Yang, Zong-Liang ;
Dickinson, Robert E. ;
Gulden, Lindsey E. ;
Su, Hua .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2007, 112 (D7)
[46]   A simple TOPMODEL-based runoff parameterization (SIMTOP) for use in global climate models [J].
Niu, GY ;
Yang, ZL ;
Dickinson, RE ;
Gulden, LE .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2005, 110 (D21) :1-15
[47]   Improvements to the Community Land Model and their impact on the hydrological cycle [J].
Oleson, K. W. ;
Niu, G. -Y. ;
Yang, Z. -L. ;
Lawrence, D. M. ;
Thornton, P. E. ;
Lawrence, P. J. ;
Stoeckli, R. ;
Dickinson, R. E. ;
Bonan, G. B. ;
Levis, S. ;
Dai, A. ;
Qian, T. .
JOURNAL OF GEOPHYSICAL RESEARCH-BIOGEOSCIENCES, 2008, 113 (G1)
[48]   Land-surface modelling in hydrological perspective - a review [J].
Overgaard, J. ;
Rosbjerg, D. ;
Butts, M. B. .
BIOGEOSCIENCES, 2006, 3 (02) :229-241
[49]   The Agricultural Model Intercomparison and Improvement Project (AgMIP): Protocols and pilot studies [J].
Rosenzweig, C. ;
Jones, J. W. ;
Hatfield, J. L. ;
Ruane, A. C. ;
Boote, K. J. ;
Thorburn, P. ;
Antle, J. M. ;
Nelson, G. C. ;
Porter, C. ;
Janssen, S. ;
Asseng, S. ;
Basso, B. ;
Ewert, F. ;
Wallach, D. ;
Baigorria, G. ;
Winter, J. M. .
AGRICULTURAL AND FOREST METEOROLOGY, 2013, 170 :166-182
[50]   Ensemble Evaluation of Hydrologically Enhanced Noah-LSM: Partitioning of the Water Balance in High-Resolution Simulations over the Little Washita River Experimental Watershed [J].
Rosero, Enrique ;
Gulden, Lindsey E. ;
Yang, Zong-Liang ;
De Goncalves, Luis G. ;
Niu, Guo-Yue ;
Kaheil, Yasir H. .
JOURNAL OF HYDROMETEOROLOGY, 2011, 12 (01) :45-64