The community Noah land surface model with multiparameterization options (Noah-MP): 1. Model description and evaluation with local-scale measurements

被引:1957
作者
Niu, Guo-Yue [1 ,2 ]
Yang, Zong-Liang [1 ]
Mitchell, Kenneth E. [3 ]
Chen, Fei [4 ]
Ek, Michael B. [3 ]
Barlage, Michael [4 ]
Kumar, Anil [5 ]
Manning, Kevin [4 ]
Niyogi, Dev [6 ,7 ]
Rosero, Enrique [1 ]
Tewari, Mukul [4 ]
Xia, Youlong [3 ]
机构
[1] Univ Texas Austin, Dept Geol Sci, John A & Katherine G Jackson Sch Geosci, Austin, TX 78712 USA
[2] Univ Arizona, Tucson, AZ 85738 USA
[3] Natl Ocean & Atmospher Adm Natl Weather Serv, Environm Modeling Ctr, Natl Ctr Environm Predict, Camp Springs, MD 20746 USA
[4] Natl Ctr Atmospher Res, Res Applicat Lab, Boulder, CO 80307 USA
[5] NASA, Goddard Space Flight Ctr, Hydrol Sci Branch, Greenbelt, MD 20771 USA
[6] Purdue Univ, Dept Agron, W Lafayette, IN 47907 USA
[7] Purdue Univ, Dept Earth & Atmospher Sci, W Lafayette, IN 47907 USA
基金
美国国家科学基金会; 中国国家自然科学基金;
关键词
ATMOSPHERE COUPLING EXPERIMENT; ASSIMILATION SYSTEM NLDAS; ENERGY-BALANCE; SOIL-MOISTURE; SNOW-COVER; STOMATAL CONDUCTANCE; PILPS PHASE-2(E); TRANSFER SCHEME; CLIMATE MODELS; FROZEN SOIL;
D O I
10.1029/2010JD015139
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
This first paper of the two-part series describes the objectives of the community efforts in improving the Noah land surface model (LSM), documents, through mathematical formulations, the augmented conceptual realism in biophysical and hydrological processes, and introduces a framework for multiple options to parameterize selected processes (Noah-MP). The Noah-MP's performance is evaluated at various local sites using high temporal frequency data sets, and results show the advantages of using multiple optional schemes to interpret the differences in modeling simulations. The second paper focuses on ensemble evaluations with long-term regional (basin) and global scale data sets. The enhanced conceptual realism includes (1) the vegetation canopy energy balance, (2) the layered snowpack, (3) frozen soil and infiltration, (4) soil moisture-groundwater interaction and related runoff production, and (5) vegetation phenology. Sample local-scale validations are conducted over the First International Satellite Land Surface Climatology Project (ISLSCP) Field Experiment (FIFE) site, the W3 catchment of Sleepers River, Vermont, and a French snow observation site. Noah-MP shows apparent improvements in reproducing surface fluxes, skin temperature over dry periods, snow water equivalent (SWE), snow depth, and runoff over Noah LSM version 3.0. Noah-MP improves the SWE simulations due to more accurate simulations of the diurnal variations of the snow skin temperature, which is critical for computing available energy for melting. Noah-MP also improves the simulation of runoff peaks and timing by introducing a more permeable frozen soil and more accurate simulation of snowmelt. We also demonstrate that Noah-MP is an effective research tool by which modeling results for a given process can be interpreted through multiple optional parameterization schemes in the same model framework.
引用
收藏
页数:19
相关论文
共 109 条
[1]  
Anderson E. A., 1976, 19 NWS
[2]  
[Anonymous], 1996, NCARTN417STR CLIMMGL
[3]  
[Anonymous], NOTE, DOI DOI 10.5065/D68S4MVH
[4]  
Ball J.T., 1987, PROGR PHOTOSYNTHESIS, P221, DOI [10.1007/978-94-017-0519, DOI 10.1007/978-94-017-0519, DOI 10.1007/978-94-017-0519-6_48]
[5]  
Betts AK, 1998, J ATMOS SCI, V55, P1091, DOI 10.1175/1520-0469(1998)055<1091:FSCASA>2.0.CO
[6]  
2
[7]  
Beven K.J., 1979, Hydrological Sciences Bulletin, V24, P43, DOI DOI 10.1080/02626667909491834
[8]   Simulation of high-latitude hydrological processes in the Torne-Kalix basin: PILPS phase 2(e) - 1: Experiment description and summary intercomparisons [J].
Bowling, LC ;
Lettenmaier, DP ;
Nijssen, B ;
Graham, LP ;
Clark, DB ;
El Maayar, M ;
Essery, R ;
Goers, S ;
Gusev, YM ;
Habets, F ;
van den Hurk, B ;
Jin, JM ;
Kahan, D ;
Lohmann, D ;
Ma, XY ;
Mahanama, S ;
Mocko, D ;
Nasonova, O ;
Niu, GY ;
Samuelsson, P ;
Shmakin, AB ;
Takata, K ;
Verseghy, D ;
Viterbo, P ;
Xia, YL ;
Xue, YK ;
Yang, ZL .
GLOBAL AND PLANETARY CHANGE, 2003, 38 (1-2) :1-30
[9]   A NUMERICAL-MODEL TO SIMULATE SNOW-COVER STRATIGRAPHY FOR OPERATIONAL AVALANCHE FORECASTING [J].
BRUN, E ;
DAVID, P ;
SUDUL, M ;
BRUNOT, G .
JOURNAL OF GLACIOLOGY, 1992, 38 (128) :13-22
[10]  
Brutsaert W., 2013, Evaporation into the Atmosphere: Theory, History and Applications