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Open AccessArticle

Temporal Evolution of Regional Drought Detected from GRACE TWSA and CCI SM in Yunnan Province, China

by Siyu Ma 1,2, Qianxin Wu 1,2, Jie Wang 3 and Shiqiang Zhang 1,2,*
Shaanxi Key Laboratory of Earth Surface System and Environmental Carrying Capacity, Northwest University, Xi’an 710127, China
College of Urban and Environmental Science, Northwest University, Xi’an 710127, China
Yunnan Institute of Water Resources and Hydropower Research, Kunming 650221, China
Author to whom correspondence should be addressed.
Remote Sens. 2017, 9(11), 1124;
Received: 12 August 2017 / Revised: 27 September 2017 / Accepted: 2 November 2017 / Published: 4 November 2017
(This article belongs to the Section Remote Sensing in Geology, Geomorphology and Hydrology)
Droughts are one of the most devastating natural disasters, which impose increasing risks to humanity and the environment in the 21st century. The recent and continuous drought in China has led to detrimental effects on the local environment and societies in Yunnan Province, thus there is an urgent need to monitor the spatial and temporal evolution of the drought. The characteristics of the spatial distribution of drought processes and the impact of droughts on soil moisture and water storage remains unclear. In this study, the direction, magnitude, start time, and duration of droughts were investigated, based on Total Water Storage Anomalies (TWSA) of Gravity Recovery and Climate Experiment (GRACE), Climate Change Initiative Soil Moisture (CCI SM), and observed precipitation data. The spatial patterns of TWSA trends at each time duration segment suggest that the evolution of drought processes is very complex, and can be clustered into three zones. The spatial distribution of TWSA revealed that the drought status lasted more than one year longer in the north and east parts compared to other parts of Yunnan Province. Water losses occurred in the south part, while water gains were found in the central, north, and east parts of Yunnan Province, from 2002 to 2014, indicating a higher possibility of droughts in the south part in the future. Both de-seasonalized TWSA and CCI SM effectively captured the serious drought from 2009 to 2010 in Yunnan, and their spatial patterns were found to be consistent. The drought detected from CCI SMA had a one-month lag and TWSA had a two-month lag, in comparison to the meteorological drought from precipitation data, which indicates that the drought data derived from CCI SMA and TWSA are better able to represent the impact of droughts, particularly on agriculture. The contribution of surface SM changes in TWSA was determined to be about 41.94%, suggesting that variations in soil moisture only explain less than half of the total water storage change. GRACE observations and CCI SM can be used as important indicators of the spatial distribution of the drought process and its impact on the environment and local communities, which will improve the management of water resources and early detection and monitoring of droughts. View Full-Text
Keywords: drought; evolution stage; GRACE; CCI SM; Yunnan Province drought; evolution stage; GRACE; CCI SM; Yunnan Province
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MDPI and ACS Style

Ma, S.; Wu, Q.; Wang, J.; Zhang, S. Temporal Evolution of Regional Drought Detected from GRACE TWSA and CCI SM in Yunnan Province, China. Remote Sens. 2017, 9, 1124.

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