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Published in: Hydrogeology Journal 7/2019

06-07-2019 | Report

Performance of the Gravity Recovery and Climate Experiment (GRACE) method in monitoring groundwater-level changes in local-scale study regions within Iran

Published in: Hydrogeology Journal | Issue 7/2019

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Abstract

The Gravity Recovery and Climate Experiment (GRACE) twin satellites introduced a new opportunity to monitor changes in groundwater level. However, the performance of the GRACE-derived Liquid Water Equivalent Thickness (GRACE-LWET) in estimating groundwater-level changes at a local scale requires evaluation. Thus, the main aim of this study is to evaluate the performance of the GRACE-derived estimation in monitoring groundwater-level changes in Iran, which is experiencing decreasing trends and subsequent impacts. Another aim is to investigate the time lag between the water levels derived from the GRACE estimation and direct measurements. Four regions in Iran were studied between the years 2002 and 2016. To evaluate the results of GRACE-LWET, groundwater levels in 144 piezometric wells were measured monthly. The changes of the earth’s mass due to surface-water changes were assessed using four datasets of the Global Land Data Assimilation System. Furthermore, the statistical trend of the groundwater-level changes acquired from the GRACE estimations and observational data was investigated using the Mann-Kendall test and Sen’s slope estimator at a significance level of 0.05. The results showed that the best performance of the GRACE estimations was acquired when considering a 2-month time lag. In this case, the average correlation coefficient of the GRACE estimations against the observational data for the entire study region was 0.57. Moreover, the GRACE-LWET showed a significant decreasing trend for the whole study area using both considered tests. Hence, GRACE-derived estimation of groundwater-level changes can be used in regions with insufficient observational well data with an acceptable accuracy.

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Literature
go back to reference Chen J, Wilson C, Tapley B, Famiglietti J, Rodell M (2005) Seasonal global mean sea level change from satellite altimeter, GRACE, and geophysical models. J Geodesy 79:532–539CrossRef Chen J, Wilson C, Tapley B, Famiglietti J, Rodell M (2005) Seasonal global mean sea level change from satellite altimeter, GRACE, and geophysical models. J Geodesy 79:532–539CrossRef
go back to reference Dobslaw H, Schwintzer P, Barthelmes F, Flechtner F, Reigber C, Schmidt R, Schöne T, Wiehl M (2004) Geostrophic Ocean surface velocities from TOPEX altimetry, and CHAMP and GRACE satellite gravity models. Scientific technical report STR 04/07. Deutsches GeoForschungs Zentrum GFZ, Potsdam, 22 pp Dobslaw H, Schwintzer P, Barthelmes F, Flechtner F, Reigber C, Schmidt R, Schöne T, Wiehl M (2004) Geostrophic Ocean surface velocities from TOPEX altimetry, and CHAMP and GRACE satellite gravity models. Scientific technical report STR 04/07. Deutsches GeoForschungs Zentrum GFZ, Potsdam, 22 pp
go back to reference Hojjati MH, Boustani F (2010) An assessment of groundwater crisis in Iran, case study: Fars province. World Acad Sci Eng Technol 70:2066–2070 Hojjati MH, Boustani F (2010) An assessment of groundwater crisis in Iran, case study: Fars province. World Acad Sci Eng Technol 70:2066–2070
go back to reference Joodaki G, Wahr J, Swenson S (2014) Estimating the human contribution to groundwater depletion in the Middle East, from GRACE data, land surface models, and well observations. Water Res Resour 50:2679–2692CrossRef Joodaki G, Wahr J, Swenson S (2014) Estimating the human contribution to groundwater depletion in the Middle East, from GRACE data, land surface models, and well observations. Water Res Resour 50:2679–2692CrossRef
go back to reference Kendall MG (1955) Rank correlation methods, 2nd edn. Hafner, Oxford, England Kendall MG (1955) Rank correlation methods, 2nd edn. Hafner, Oxford, England
go back to reference Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259CrossRef Mann HB (1945) Nonparametric tests against trend. Econometrica 13:245–259CrossRef
go back to reference Meijerink AM, Bannert D, Batelaan O, Lubczynski M, Pointet T (2007) Remote sensing applications to groundwater. UNESCO, Paris Meijerink AM, Bannert D, Batelaan O, Lubczynski M, Pointet T (2007) Remote sensing applications to groundwater. UNESCO, Paris
go back to reference Miro M, Famiglietti J (2018) Downscaling GRACE remote sensing datasets to high-resolution groundwater storage change maps of California’s Central Valley. Remote Sens 10:143CrossRef Miro M, Famiglietti J (2018) Downscaling GRACE remote sensing datasets to high-resolution groundwater storage change maps of California’s Central Valley. Remote Sens 10:143CrossRef
go back to reference Ribeiro L, Kretschmer N, Nascimento J, Buxo A, Rötting T, Soto G, Señoret M, Oyarzún J, Maturana H, Oyarzún R (2015) Evaluating piezometric trends using the Mann-Kendall test on the alluvial aquifers of the Elqui River basin, Chile. Hydrol Sci J 60:1840–1852CrossRef Ribeiro L, Kretschmer N, Nascimento J, Buxo A, Rötting T, Soto G, Señoret M, Oyarzún J, Maturana H, Oyarzún R (2015) Evaluating piezometric trends using the Mann-Kendall test on the alluvial aquifers of the Elqui River basin, Chile. Hydrol Sci J 60:1840–1852CrossRef
go back to reference Ribeiro L, Stigter TY, Chambel A, de Melo MTC, Monteiro JP, Medeiros A (2013) Groundwater and ecosystems. CRC, Boca Raton, FL Ribeiro L, Stigter TY, Chambel A, de Melo MTC, Monteiro JP, Medeiros A (2013) Groundwater and ecosystems. CRC, Boca Raton, FL
go back to reference Rodell M, Famiglietti J (1999) Detectability of variations in continental water storage from satellite observations of the time dependent gravity field. Water Res Resour 35:2705–2723CrossRef Rodell M, Famiglietti J (1999) Detectability of variations in continental water storage from satellite observations of the time dependent gravity field. Water Res Resour 35:2705–2723CrossRef
go back to reference Rodell M, Famiglietti J (2001) An analysis of terrestrial water storage variations in Illinois with implications for the gravity recovery and climate experiment (GRACE). Water Res Resour 37:1327–1339CrossRef Rodell M, Famiglietti J (2001) An analysis of terrestrial water storage variations in Illinois with implications for the gravity recovery and climate experiment (GRACE). Water Res Resour 37:1327–1339CrossRef
go back to reference Rodell M, Chen J, Kato H, Famiglietti JS, Nigro J, Wilson CR (2007) Estimating groundwater storage changes in the Mississippi River basin (USA) using GRACE. Hydrogeol J 15:159–166CrossRef Rodell M, Chen J, Kato H, Famiglietti JS, Nigro J, Wilson CR (2007) Estimating groundwater storage changes in the Mississippi River basin (USA) using GRACE. Hydrogeol J 15:159–166CrossRef
go back to reference Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc 63:1379–1389CrossRef Sen PK (1968) Estimates of the regression coefficient based on Kendall’s tau. J Am Stat Assoc 63:1379–1389CrossRef
go back to reference Singh CK, Katpatal YB (2018) In: Singh VP, Yadav S, Yadava RN (eds) Spatial and temporal variations of groundwater level: a case study of Wainganga sub-basin, Nagpur, India. In: In: Singh V, Yadav S, Yadava R (eds) Groundwater. Water Science and Technology Library, vol 76. Springer, Singapore Singh CK, Katpatal YB (2018) In: Singh VP, Yadav S, Yadava RN (eds) Spatial and temporal variations of groundwater level: a case study of Wainganga sub-basin, Nagpur, India. In: In: Singh V, Yadav S, Yadava R (eds) Groundwater. Water Science and Technology Library, vol 76. Springer, Singapore
go back to reference Tapley BD, Bettadpur S, Ries JC, Thompson PF, Watkins MM (2004a) GRACE measurements of mass variability in the earth system. Science 305:503–505CrossRef Tapley BD, Bettadpur S, Ries JC, Thompson PF, Watkins MM (2004a) GRACE measurements of mass variability in the earth system. Science 305:503–505CrossRef
go back to reference Wahr J, Molenaar M, Bryan F (1998) Time variability of the Earth’s gravity field: hydrological and oceanic effects and their possible detection using GRACE. J Geophys Res: Solid Earth 103:30205–30229CrossRef Wahr J, Molenaar M, Bryan F (1998) Time variability of the Earth’s gravity field: hydrological and oceanic effects and their possible detection using GRACE. J Geophys Res: Solid Earth 103:30205–30229CrossRef
go back to reference Wahr J, Zhong S (2012) Computations of the viscoelastic response of a 3-D compressible earth to surface loading: an application to glacial isostatic adjustment in Antarctica and Canada. Geophys J Int 192(2):557–572 Wahr J, Zhong S (2012) Computations of the viscoelastic response of a 3-D compressible earth to surface loading: an application to glacial isostatic adjustment in Antarctica and Canada. Geophys J Int 192(2):557–572
go back to reference Zamani Losgedaragh S, Rahimzadegan M (2018) Evaluation of SEBS, SEBAL, and METRIC models in estimation of the evaporation from the freshwater lakes (case study: Amirkabir Dam, Iran). J Hydrol 561:523–531CrossRef Zamani Losgedaragh S, Rahimzadegan M (2018) Evaluation of SEBS, SEBAL, and METRIC models in estimation of the evaporation from the freshwater lakes (case study: Amirkabir Dam, Iran). J Hydrol 561:523–531CrossRef
go back to reference Zhong M, Duan J, Xu H, Peng P, Yan H, Zhu Y (2009) Trend of China land water storage redistribution at medium- and large-spatial scales in recent five years by satellite gravity observations. Chinese Sci Bull 54:816–821 Zhong M, Duan J, Xu H, Peng P, Yan H, Zhu Y (2009) Trend of China land water storage redistribution at medium- and large-spatial scales in recent five years by satellite gravity observations. Chinese Sci Bull 54:816–821
Metadata
Title
Performance of the Gravity Recovery and Climate Experiment (GRACE) method in monitoring groundwater-level changes in local-scale study regions within Iran
Publication date
06-07-2019
Published in
Hydrogeology Journal / Issue 7/2019
Print ISSN: 1431-2174
Electronic ISSN: 1435-0157
DOI
https://doi.org/10.1007/s10040-019-02007-x

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