Analyzing the Characteristics of Soil Moisture Using GLDAS Data: A Case Study in Eastern China

In this paper, we use GLDAS (Global Land Data Assimilation System) to analyze the effects of air temperature and precipitation on the characteristics of soil moisture in the eastern region of China from 1961 to 2011. We find that the temperature and precipitation in different seasons have different degrees of influence on the characteristics of soil moisture in each layer. The results show that over the last 50 years, the soil moisture in eastern China has a tendency to dry out, especially between the late 1970s to the early 1980s. The change of soil moisture with the depth of soil layer has similar inter-annual and seasonal patterns. Soil moisture in different depths (0–200 cm) positively correlates with the air temperatures of spring, summer and autumn, but negatively correlates with the air temperature in winter at 0–10 cm, 40–100 cm and 100–200 cm. Similarly, soil moisture is positively related to the precipitation in spring, summer and autumn, and the opposite is true in winter. The results also show that precipitation has a significant effect on the shallow soil moisture (0–10 cm), while air temperature most affects the deep soil moisture (100–200 cm).

[1]  H. B. Mann Nonparametric Tests Against Trend , 1945 .

[2]  Jeffrey P. Walker,et al.  THE GLOBAL LAND DATA ASSIMILATION SYSTEM , 2004 .

[3]  M. Watkins,et al.  GRACE Measurements of Mass Variability in the Earth System , 2004, Science.

[4]  Zong-Liang Yang,et al.  Development of a simple groundwater model for use in climate models and evaluation with Gravity Recovery and Climate Experiment data , 2007 .

[5]  Wei Rong-qing Soil Moisture over the West of Northwest China and Its Response to Climate , 2008 .

[6]  R. Koster,et al.  Comparison and assimilation of global soil moisture retrievals from the Advanced Microwave Scanning Radiometer for the Earth Observing System (AMSR‐E) and the Scanning Multichannel Microwave Radiometer (SMMR) , 2007 .

[7]  Fu Congbin,et al.  PROGRESS IN THE RESEARCH ON THE RELATIONSHIP BETWEEN SOIL MOISTURE AND CLIMATE CHANGE , 1999 .

[8]  K. Pearson VII. Note on regression and inheritance in the case of two parents , 1895, Proceedings of the Royal Society of London.

[9]  S. Regional RELATIONSHIP BETWEEN REGIONAL SOIL MOISTURE VARIATION AND CLIMATIC VARIABILITY OVER EAST CHINA , 2000 .

[10]  C. F. Kossack,et al.  Rank Correlation Methods , 1949 .

[11]  Yihui Ding,et al.  An improvement on summer regional climate simulation over East China: importance of data assimilation of soil moisture , 2010 .

[12]  B. Scanlon,et al.  GRACE satellite monitoring of large depletion in water storage in response to the 2011 drought in Texas , 2013 .

[13]  M. Kendall,et al.  Rank Correlation Methods , 1949 .

[14]  Yang Hong,et al.  Drought and flood monitoring for a large karst plateau in Southwest China using extended GRACE data , 2014 .

[15]  Ni Guo,et al.  Variability of soil moisture and its relationship with surface albedo and soil thermal parameters over the Loess Plateau , 2009 .

[16]  Jianping Huang,et al.  Enhanced cold-season warming in semi-arid regions , 2012 .

[17]  Qiang Zhang,et al.  A Study on Physical Parameters of Local Land‐Surface Processes on the Gobi in Northwest China , 2003 .

[18]  Florence Habets,et al.  Analysis of Near-Surface Atmospheric Variables: Validation of the SAFRAN Analysis over France , 2008 .

[19]  D. Lawrence,et al.  Regions of Strong Coupling Between Soil Moisture and Precipitation , 2004, Science.

[20]  Liu Shuhua,et al.  Numerical Simulation of Evapotranspiration Mechanism over Soil-Vegetation-Atmosphere System , 2004 .