Assessment of Surface Water Storage trends for increasing groundwater areas in India

被引:19
作者
Banerjee, Chandan [1 ]
Kumar, D. Nagesh [1 ]
机构
[1] Indian Inst Sci, Dept Civil Engn, Bangalore, Karnataka, India
关键词
GRACE; Terrestrial Water Storage; Positive trend; Rainfall deficit; CLIMATE EXPERIMENT GRACE; SATELLITE GRAVITY; GRANGER CAUSALITY; NORTHWEST INDIA; MASS ANOMALIES; RIVER-BASINS; MIDDLE-EAST; HIGH-PLAINS; DEPLETION; RECOVERY;
D O I
10.1016/j.jhydrol.2018.05.052
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Recent studies based on Gravity Recovery and Climate Experiment (GRACE) satellite mission suggested that groundwater has increased in central and southern parts of India. However, surface water, which is an equally important source of water in these semi-arid areas has not been studied yet. In the present study, the study areas were outlined based on trends in GRACE data followed by trend identification in surface water storages and checking the hypothesis of causality. Surface Water Extent (SWE) and Surface Soil Moisture (SSM) derived from Moderate-resolution Imaging Spectroradiometer (MODIS) and Advanced Microwave Scanning Radiometer -Earth Observing System (AMSR-E) respectively, are selected as proxies of surface water storage (SWS). Besides SWE and SSM, trend test was performed for GRACE derived terrestrial water storage (TWS) for the study areas named as R1, R2, GOR1 and KOR1. Granger-causality test is used to test the hypothesis that rainfall is a causal factor of the inter-annual variability of SWE, SSM and TWS. Positive trends were observed in TWS for R1, R2 and GOR1 whereas SWE and SSM show increasing trends for all the study regions. Results suggest that rainfall is the granger-causal of all the storage variables for R1 and R2, the regions exhibiting the most significant positive trends in TWS.
引用
收藏
页码:780 / 788
页数:9
相关论文
共 67 条
[1]   Seasonal water storage on the Amazon floodplain measured from satellites [J].
Alsdorf, Douglas ;
Han, Shin-Chan ;
Bates, Paul ;
Melack, John .
REMOTE SENSING OF ENVIRONMENT, 2010, 114 (11) :2448-2456
[2]  
[Anonymous], RIVER BASIN PERSPECT
[3]  
Asoka A, 2017, NAT GEOSCI, V10, P109, DOI [10.1038/NGEO2869, 10.1038/ngeo2869]
[4]   Testing for linear Granger causality from natural/anthropogenic forcings to global temperature anomalies [J].
Attanasio, Alessandro .
THEORETICAL AND APPLIED CLIMATOLOGY, 2012, 110 (1-2) :281-289
[5]   A contribution to attribution of recent global warming by out-of-sample Granger causality analysis [J].
Attanasio, Alessandro ;
Pasini, Antonello ;
Triacca, Umberto .
ATMOSPHERIC SCIENCE LETTERS, 2012, 13 (01) :67-72
[6]   Groundwater rejuvenation in parts of India influenced by water-policy change implementation [J].
Bhanja, Soumendra N. ;
Mukherjee, Abhijit ;
Rodell, Matthew ;
Wada, Yoshihide ;
Chattopadhyay, Siddhartha ;
Velicogna, Isabella ;
Pangaluru, Kishore ;
Famiglietti, James S. .
SCIENTIFIC REPORTS, 2017, 7
[7]   The Indian drought of 2002 - a sub-seasonal phenomenon? [J].
Bhat, G. S. .
QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2006, 132 (621) :2583-2602
[8]   Improved methods for satellite-based groundwater storage estimates: A decade of monitoring the high plains aquifer from space and ground observations [J].
Brena-Naranjo, Jose Agustin ;
Kendall, Anthony D. ;
Hyndman, David W. .
GEOPHYSICAL RESEARCH LETTERS, 2014, 41 (17) :6167-6173
[9]   Long-term groundwater storage change in Victoria, Australia from satellite gravity and in situ observations [J].
Chen, J. L. ;
Wilson, C. R. ;
Tapley, B. D. ;
Scanlon, Bridget ;
Guentner, Andreas .
GLOBAL AND PLANETARY CHANGE, 2016, 139 :56-65
[10]   Long-term groundwater variations in Northwest India from satellite gravity measurements [J].
Chen, Jianli ;
Li, Jin ;
Zhang, Zizhan ;
Ni, Shengnan .
GLOBAL AND PLANETARY CHANGE, 2014, 116 :130-138