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Volume 9 Issue 2
Jun.  2021
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Article Contents
Mehdi Afraz, Mobin Eftekhari, Mohammad Akbari, et al. 2021: Application assessment of GRACE and CHIRPS data in the Google Earth Engine to investigate their relation with groundwater resource changes (Northwestern region of Iran). Journal of Groundwater Science and Engineering, 9(2): 102-113. doi: 10.19637/j.cnki.2305-7068.2021.02.002
Citation: Mehdi Afraz, Mobin Eftekhari, Mohammad Akbari, et al. 2021: Application assessment of GRACE and CHIRPS data in the Google Earth Engine to investigate their relation with groundwater resource changes (Northwestern region of Iran). Journal of Groundwater Science and Engineering, 9(2): 102-113. doi: 10.19637/j.cnki.2305-7068.2021.02.002

Application assessment of GRACE and CHIRPS data in the Google Earth Engine to investigate their relation with groundwater resource changes (Northwestern region of Iran)

doi: 10.19637/j.cnki.2305-7068.2021.02.002
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  • Corresponding author: moakbari@birjand.ac.ir
  • Received Date: 2020-09-16
  • Accepted Date: 2021-04-20
  • Available Online: 2021-08-04
  • Publish Date: 2021-06-28
  • In recent years, drought has become a global issue, especially in arid and semi-arid areas. It is without doubt that the identification and monitoring of the drought phenomenon can help to reduce the damages that would occur. In addition, rain is one of the factors which directly affect the water levels of underground water reservoirs. This research applied a linear gradient regression method developed on the basis of GRACE, CHIRPS, and data from monitoring wells to investigate the groundwater storage changes. These data have been analyzed on the Google Earth Engine platform. In order to conduct temporal and spatial analyses, the water levels of the aquifer were generated from the monitoring wells and zoned into five classes. Also, the amount of water storage and rain from the year 2003 to 2017 in the West Azerbaijan Province were investigated using the GRACE satellite and the CHIRPS data, respectively. The results obtained from the GRACE satellite data show that the average water level in the underground reservoirs in Iran had started to decrease since 2008 and reached its peak in 2016 with an average decrease of 16 cm in that year. The average annual decline of groundwater level in the studied time period was 5 cm. A chart developed from the CHIRPS annual rainfall data indicates that the biggest decline in rainfall occurred in 2008, and the declining trend has remained steady. Linear analyses were made on GRACE with CHIRPS results and monitoring wells data separately, from which the correlation coefficients are between 86% and 97%, showing generally high correlations. Furthermore, the results obtained from the zoning of the aquifer showed that in the period of 2004 to 2016, due to the decrease in rainfall and the excessive withdrawal of groundwater, the water levels also decreased.
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  • Abou ZN, Torabi HA, Rossi P, et al. 2019. Monitoring groundwater storage depletion using gravity recovery and climate experiment (GRACE) data in Bakhtegan Catchment, Iran. Water, 11(7): 1456. doi:  10.3390/w11071456
    Agboma C, Yirdaw S, Snelgrove K. 2009. Intercomparison of the total storage deficit index (TSDI) over two Canadian prairie catchments. Journal of hydrology, 374(3-4): 351. doi:  10.1016/j.jhydrol.2009.06.034
    Banerjee C, Kumar N. 2018. Analyzing large-scale hydrologic processes using GRACE and hydrometeorological datasets. Water Resources Management, 32(13): 15. doi:  10.1007/s11269-018-2070-x
    Eftekhari M, Akbari M, Gholinejad S. 2017. Analysis of the southern Caspian sea level fluctuations from GRACE Gravimetric Satellite. Journal of the Persian Gulf, 8(29): 25-36.
    Eftekhari M, Madadi K, Akbari M. 2020. Monitoring the fluctuations of the Birjand Plain aquifer using the GRACE Satellite images and the GIS spatial analyses. Watershed Management Research, 32(4): 51-65. doi:  10.22092/wmej.2019.126204.1218
    Forootan E, Rietbroek R, Kusche J, et al. 2014. Separation of large-scale water storage patterns over Iran using GRACE, altimetry and hydrological data. Remote Sensing of Environment, 140: 580-595. doi:  10.1016/j.rse.2013.09.025
    Funk C, Peterson P, Landsfeld M, et al. 2015. The climate hazards infrared precipitation with stations - a new environmental record for monitoring extremes. Scientific Data, 2(1): 1-21. doi:  10.1038/sdata.2015.66
    Hosseini-Moghari M, Shahab A, Kiomars E. 2018. Introduction of global gridded precipitation datasets. Water and Sustainable Development, 5(2): 153-162. doi:  10.22067/jwsd.v5i2.70826
    Joodaki G. 2014. Earth mass change tracking using GRACE satellite gravity data. Trondheim: Norwegian University of Science and Technology.
    Kazempour-Choursi S, Erfanian M, Ebadi-Nahari Z. 2019. Evaluation of MODIS and TRMM satellite data in drought monitoring of Urmia Lake catchment. Geography and Environmental Planning, 30(2): 17-34. doi:  10.22108/gep.2019.115381.1115
    Landerer F, Swenson S. 2012. Accuracy of scaled GRACE terrestrial water storage estimates. Water Resources Research, 48(4): 1-11. doi:  10.1029/2011WR011453
    Liu JQ, Xie XM. 2016. Numerical simulation of groundwater and early warnings from the simulated dynamic evolution trend in the plain area of Shenyang, Liaoning Province (PR China). Journal of Groundwater Science and Engineering, 4(4): 367-376.
    Lo MH, Famiglietti J, Yeh P, et al. 2010. Improving parameter estimation and water table depth simulation in a land surface model using GRACE water storage and estimated base flow data. Water Resources Research, 46(5): 1-15. doi:  10.1029/2009wr007855
    Rasooli A, Roshani R, Ghasemi A. 2013. Analyzing the spatial-temporal changes of annual precipitation of Iran. Geographical Researches Quarterly Journal, 28 (1): 205-224.
    Rasooli A, Erfanian M, Sari S, et al. 2018. Comparative evaluation of estimated TRMM rainfall and recorded rainfall of ground stations in Lake Urmia basin. Geographic Space, 16(54): 195-217. .
    Richey AB, Lo MH, Reager J, et al. 2015. Quantifying renewable groundwater stress with GRACE. Water resources research, 51(7): 5217-5238. doi:  10.1002/2015WR017349
    Rodell M, Famiglietti J. 2002. The potential for satellite-based monitoring of groundwater storage changes using grace: The high plains aquifer, central US. Journal of Hydrology, 263(1-4): 245-256. doi:  10.1016/s0022-1694(02)00060-4
    Rodell M, Velicogna I, Famiglietti J. 2009. Satellite-based estimates of groundwater depletion in India. Nature, 460(7258): 999-1002. doi:  10.1038/nature08238
    Roudgarmi P, Ebrahim F. 2017. Investigation of groundwater quantitative change, Tehran Province, Iran. Journal of Groundwater Science and Engineering, 5(3): 278-285.
    SaiediZand R. 2019. Evaluation of a high resolution Quasi-Global Precipitation Database (CHIRPS) over Iran for 10 years (2005-2014). M.S. thesis, Tehran: Tehran University: 81.
    Shami S, Ghorbani Z. 2019. Investigating water storage changes in Iran using grace and chirps data in the google earth engine system. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 4(18): 981-984. doi:  10.5194/isprs-archives-XLII-4-W18-981-2019
    Sharifi M, Akhondzadeh M, Shahrsivand M, et al. 2014. Satellite gravimetry applied to drought monitoring. 5th International Conference on Integrated Natural Disaster Management. Tehran: 152-154.
    Strassberg G, Scanlon B, Rodell M. 2007. Comparison of seasonal terrestrial water storage variations from grace with groundwater-level measurements from the high plains aquifer (USA). Geophysical Research Letters, 34(14): L14402. doi:  10.1029/2007gl030139
    Swenson S, Wahr J. 2002. Methods for inferring regional surface mass anomalies from grace measurements of time-variable gravity. Journal of Geophysical Research, 107(b9): 2193. doi:  10.1029/2001jb000576
    Thomas B, Famiglietti J. 2019. Identifying climate-induced groundwater depletion in GRACE observations. Scientific Reports, 9(1): 1-9.
    Voss K, Famiglietti J, Lo MH, et al. 2013. Groundwater depletion in the Middle East from GRACE with implications for transboundary water management in the Tigris-Euphrates-Western Iran region. Water Resource Research, 49(2): 904-914. doi:  10.1002/wrcr.20078
    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. Journal of Geophysical Research: Solid Earth, 103(b12): 30205-30229. doi:  10.1029/98JB02844
    Wang XW, Linage CD, Famiglietti J, et al. 2011. Gravity recovery and climate experiment (grace) detection of water storage changes in the three gorges reservoir of china and comparison with in situ measurements. Water Resources Research, 47(12): W12502. doi:  10.1029/2011wr010534
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