SPATIOTEMPORAL TREND ANALYSIS OF SOIL MOISTURE RETRIEVED FROM THREE NLDAS-BASED ADVANCED LAND SURFACE MODELS OVER THE UNITED STATES: A COMPARATIVE STUDY

被引:0
作者
Wang, Tingli [1 ]
Wang, Dagang [1 ]
Wang, Yunpeng [2 ]
机构
[1] Sun Yat Sen Univ, Sch Geog & Planning, Guangzhou 510275, Peoples R China
[2] Chinese Acad Sci, Guangzhou Inst Geochem, Guangzhou 510640, Peoples R China
来源
2019 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS 2019) | 2019年
关键词
soil moisture; land surface models; Mann-Kendall; The United States;
D O I
10.1109/igarss.2019.8898174
中图分类号
P [天文学、地球科学];
学科分类号
07 ;
摘要
Soil moisture content is an important hydrological parameter, which is of great significance for drought evaluation. In this paper, soil moisture simulated from three NLDAS-based Advanced Land Surface Models including Community Land Model version 4.0 (CLM4.0), Noah LSM with Multiphysics options (Noah-MP) and Catchment LSM-Fortuna 2.5(CLSM-F2.5) are used to study the trend in the past 35 years (1980-2014) over the conterminous US (CONUS). The water content of the soil surface layer (0-10cm) and root layer (0-100cm) is the focus of this study. The Mann-Kendall mutation test, and Theil-Sen approach are used to analyze the trend of soil moisture. The results from CLM4.0 are different from those from CLSM-F2.5 and Noah-MP. The change of surface soil water content is similar to that of root soil water content, and the surface soil water was affected by the meteorological conditions. The trend of soil moisture in autumn is quite different from that in the other three seasons over CONUS, especially in the central plain area.
引用
收藏
页码:6990 / 6993
页数:4
相关论文
共 7 条
[1]   The effect of groundwater interaction in North American regional climate simulations with WRF/Noah-MP [J].
Barlage, Michael ;
Tewari, Mukul ;
Chen, Fei ;
Miguez-Macho, Gonzalo ;
Yang, Zong-Liang ;
Niu, Guo-Yue .
CLIMATIC CHANGE, 2015, 129 (3-4) :485-498
[2]  
Govindarajulu Z., 1992, TECHNOMETRICS, V34
[3]   NONPARAMETRIC TESTS AGAINST TREND [J].
Mann, Henry B. .
ECONOMETRICA, 1945, 13 (03) :245-259
[4]   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
[5]  
vonStorch H, 1995, ANALYSIS OF CLIMATE VARIABILITY, P11
[6]  
Xia YL, 2017, J HYDROMETEOROL, V18, P625, DOI [10.1175/JHM-D-16-0112.1, 10.1175/jhm-d-16-0112.1]
[7]   Continental-scale water and energy flux analysis and validation for the North American Land Data Assimilation System project phase 2 (NLDAS-2): 1. Intercomparison and application of model products [J].
Xia, Youlong ;
Mitchell, Kenneth ;
Ek, Michael ;
Sheffield, Justin ;
Cosgrove, Brian ;
Wood, Eric ;
Luo, Lifeng ;
Alonge, Charles ;
Wei, Helin ;
Meng, Jesse ;
Livneh, Ben ;
Lettenmaier, Dennis ;
Koren, Victor ;
Duan, Qingyun ;
Mo, Kingtse ;
Fan, Yun ;
Mocko, David .
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2012, 117