Constraints on the hydrogeological properties and land subsidence through GNSS and InSAR measurements and well data in Salmas plain, northwest of Urmia Lake, Iran
Tóm tắt
Global navigation satellite system (GNSS) and interferometric synthetic aperture radar (InSAR) data, along with exploration well data, are used to investigate elastic and inelastic land displacements across the Salmas plain, northwest Iran. GNSS measurements (2006–2012) show that the long-term and seasonal variability of the hydraulic head in the Salmas confined aquifer system (SCAS) control the vertical land deformation. A combination of drought and overextraction from SCAS led to significant changes in the head and land deformation after the 2006–2008 period. It was observed that the amplitude of the seasonal component of the hydraulic head and land-deformation time series increased about 2.5 times after this period. InSAR analysis over period 2014–2018 also revealed that the SCAS is prone to both long-term subsidence (average ~60 ± 3 mm/year in the line-of-sight direction of the satellite) and seasonal elastic vertical deformation (~60 mm). The seasonal elastic components of the vertical land deformations are used to precisely map the boundary of the SCAS. The average skeletal storativity of the SCAS is estimated to be ~0.028 and the time delay between the change in seasonal hydraulic head and its corresponding elastic deformation in the aquifer system is 0–150 days. The total groundwater storage variation of the aquifer system is computed to be ~18 million m3 from 2015 to 2018. Furthermore, the irreversible component of groundwater storage variations associated with the dewatering of compacted aquitards is estimated to be ~2.33 times greater than its recoverable component from aquifer units.
Tài liệu tham khảo
Altamimi Z, Rebischung P, Métivier L, Collilieux X (2016) ITRF2014: a new release of the international terrestrial reference frame modeling nonlinear station motions. J Geophys Res Solid Earth 121(8):6109–6131
Amelung F, Galloway DL, Bell JW, Zebker HA, Laczniak RJ (1999) Sensing the ups and downs of Las Vegas: InSAR reveals structural control of land subsidence and aquifer-system deformation. Geology 27(6):483–486
Béjar-Pizarro M, Ezquerro P, Herrera G, Tomás R, Guardiola-Albert C, Hernández JMR, Merodo JAF, Marchamalo M, Martínez R (2017) Mapping groundwater level and aquifer storage variations from InSAR measurements in the Madrid aquifer, central Spain. J Hydrol 547:678–689
Bell JW, Amelung F, Ferretti A, Bianchi M, Novali F (2008) Permanent scatterer InSAR reveals seasonal and long-term aquifer-system response to groundwater pumping and artificial recharge. Water Resour Res 44(2). https://doi.org/10.1029/2007WR006152
Berardino P, Fornaro G, Lanari R, Sansosti E (2002) A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms. IEEE Trans Geosci Remote Sens 40(11):2375–2383
Blewitt G, Lavallée D, Clarke P, Nurutdinov K (2001) A new global mode of earth deformation: seasonal cycle detected. Science 294(5550):2342–2345
Boehm J, Werl B, Schuh H (2006) Troposphere mapping functions for GPS and very long baseline interferometry from European Centre for Medium-Range Weather Forecasts operational analysis data. J Geophys Res Solid Earth 111(B2). https://doi.org/10.1029/2005JB003629
Bonì R, Cigna F, Bricker S, Meisina C, McCormack H (2016) Characterisation of hydraulic head changes and aquifer properties in the London Basin using persistent scatterer interferometry ground motion data. J Hydrol 540:835–849
Burbey TJ (2006) Three-dimensional deformation and strain induced by municipal pumping, part 2: numerical analysis. J Hydrol 330(3–4):422–434
Cao G, Zheng C, Scanlon BR, Liu J, Li W (2013) Use of flow modeling to assess sustainability of groundwater resources in the North China plain. Water Resour Res 49(1):159–175
Castellazzi P, Martel R, Rivera A, Huang J, Pavlic G, Calderhead AI, Chaussard E, Garfias J, Salas J (2016) Groundwater depletion in central Mexico: use of GRACE and InSAR to support water resources management. Water Resour Res 52(8):5985–6003
Chaussard E, Farr TG (2019) A new method for isolating elastic from inelastic deformation in aquifer systems: application to the San Joaquin Valley, CA. Geophys Res Lett 46(19):10800–10809
Chaussard E, Bürgmann R, Shirzaei M, Fielding EJ, Baker B (2014) Predictability of hydraulic head changes and characterization of aquifer-system and fault properties from InSAR-derived ground deformation. J Geophys Res Solid Earth 119(8):6572–6590
Chen CW, Zebker HA (2001) Two-dimensional phase unwrapping with use of statistical models for cost functions in nonlinear optimization. JOSA A 18(2):338–351
Chen J, Knight R, Zebker HA, Schreüder WA (2016) Confined aquifer head measurements and storage properties in the San Luis Valley, Colorado, from spaceborne InSAR observations. Water Resour Res 52(5):3623–3636
Davis JL, Elósegui P, Mitrovica JX, Tamisiea ME (2004) Climate-driven deformation of the solid earth from GRACE and GPS. Geophys Res Lett 31(24). https://doi.org/10.1029/2004GL021435
Dehghani M, Zoej MJV, Hooper A, Hanssen RF, Entezam I, Saatchi S (2013) Hybrid conventional and persistent scatterer SAR interferometry for land subsidence monitoring in the Tehran Basin, Iran. ISPRS J Photogramm Remote Sens 79:157–170
Djamour Y, Vernant P, Nankali HR, Tavakoli F (2011) NW Iran-eastern Turkey present-day kinematics: results from the Iranian permanent GPS network. Earth Planet Sci Lett 307(1–2):27–34
Dong D, Fang P, Bock Y, Cheng MK, Miyazaki SI (2002) Anatomy of apparent seasonal variations from GPS-derived site position time series. J Geophys Res Solid Earth 107(B4):ETG-9
Ezquerro P, Herrera G, Marchamalo M, Tomás R, Béjar-Pizarro M, Martínez R (2014) A quasi-elastic aquifer deformational behavior: Madrid aquifer case study. J Hydrol 519:1192–1204
Farr TG, Kobrick M (2000) Shuttle radar topography mission produces a wealth of data. Eos 81(48):583–585
Fritsche M, Döll P, Dietrich R (2012) Global-scale validation of model-based load deformation of the Earth′s crust from continental watermass and atmospheric pressure variations using GPS. J Geodyn 59:133–142
Fu Y, Freymueller JT (2012) Seasonal and long-term vertical deformation in the Nepal Himalaya constrained by GPS and GRACE measurements. J Geophys Res Solid Earth 117(B3). https://doi.org/10.1029/2011JB008925
Galloway DL, Burbey TJ (2011) Regional land subsidence accompanying groundwater extraction. Hydrogeol J 19(8):1459–1486
Galloway DL, Hoffmann J (2007) The application of satellite differential SAR interferometry-derived ground displacements in hydrogeology. Hydrogeol J 15(1):133–154
Galloway DL, Hudnut KW, Ingebritsen SE, Phillips SP, Peltzer G, Rogez F, Rosen PA (1998) Detection of aquifer system compaction and land subsidence using interferometric synthetic aperture radar, Antelope Valley, Mojave Desert, California. Water Resour Res 34(10):2573–2585
Golian M, Katibeh H, Singh VP, Ostad-Ali-Askari K, Rostami HT (2020) Prediction of tunnelling impact on flow rates of adjacent extraction water wells. Q J Eng Geol Hydrogeol 53(2):236–251
Goudarzi MA, Cocard M, Santerre R (2015) Noise behavior in CGPS position time series: the eastern North America case study. J Geod Sci 5(1):119–147
Haghighi MH, Motagh M (2019) Ground surface response to continuous compaction of aquifer system in Tehran, Iran: results from a long-term multi-sensor InSAR analysis. Remote Sens Environ 221:534–550
Hanssen RF (2001) Radar interferometry: data interpretation and error analysis, vol 2. Springer, Heidelberg, Germany
Herring TA, King RW, Floyd M, McClusky S (2015) Introduction to GAMIT/GLOBK, Release 10.6. Dept. of Earth, Atmostpheric and Planetetary Science, MIT, Cambridge, MA
Hoffmann J, Zebker HA, Galloway DL, Amelung F (2001) Seasonal subsidence and rebound in Las Vegas Valley, Nevada, observed by synthetic aperture radar interferometry. Water Resour Res 37(6):1551–1566
Hooper A, Zebker H, Segall P, Kampes B (2004) A new method for measuring deformation on volcanoes and other natural terrains using InSAR persistent scatterers. Geophys Res Lett 31(23). https://doi.org/10.1029/2004GL021737
Ireland RL, Poland JF, Riley FS (1984) Land subsidence in the San Joaquin Valley, California, as of 1980, vol 437. US Government Printing Office, Washington, DC
Ji KH, Herring TA (2012) Correlation between changes in groundwater levels and surface deformation from GPS measurements in the San Gabriel Valley, California. Geophys Res Lett 39(1). https://doi.org/10.1029/2011GL050195
Jiang L, Bai L, Zhao Y, Cao G, Wang H, Sun Q (2018) Combining InSAR and hydraulic head measurements to estimate aquifer parameters and storage variations of confined aquifer system in Cangzhou, North China plain. Water Resour Res 54(10):8234–8252
Khorrami M, Hatami M, Alizadeh B, Khorrami H, Rahgozar P, Flood I (2019) Impact of ground subsidence on groundwater quality: a case study in Los Angeles, California. In: Computing in civil engineering 2019: smart cities, sustainability, and resilience. American Society of Civil Engineers, Reston, VA, pp 162–170
Lanari R, Lundgren P, Manzo M, Casu F (2004) Satellite radar interferometry time series analysis of surface deformation for Los Angeles, California. Geophys Res Lett 31(23). https://doi.org/10.1029/2004GL021294
Liu R, Zou R, Li J, Zhang C, Zhao B, Zhang Y (2018) Vertical displacements driven by groundwater storage changes in the North China plain detected by GPS observations. Remote Sens 10(2):259
Lyard F, Lefevre F, Letellier T, Francis O (2006) Modelling the global ocean tides: modern insights from FES2004. Ocean Dyn 56(5–6):394–415
Motagh M, Djamour Y, Walter TR, Wetzel HU, Zschau J, Arabi S (2007) Land subsidence in Mashhad Valley, Northeast Iran: results from InSAR, levelling and GPS. Geophys J Int 168(2):518–526
Mousavi Z, Walpersdorf A, Walker RT, Tavakoli F, Pathier E, Nankali H, Nilforoushan F, Jadidi A, Aghamohammadi A, Djamour Y (2013) Global positioning system constraints on the active tectonics of NE Iran and the South Caspian region. Earth Planet Sci Lett 377:287–298
Naderi K, Nadiri AA, Asghari Moghaddam A, Kord M (2018) A new approach to determine probable land subsidence areas (case study: the Salmas plain aquifer). Iran J Ecohydrol 5(1):85–97
Novinpour EA (2017) A study of the relationship between the exploitation and subsidence of Salmas. Urban Manag 15(45):319–326
Ojha C, Werth S, Shirzaei M (2020) Recovery of aquifer-systems in southwest US following 2012–2015 drought: evidence from InSAR, GRACE and groundwater level data. J Hydrol 587:124943
Ostad-Ali-Askar K, Su R, Liu L (2018) Water resources and climate change. J Water Clim Chang 9(2):239
Ostad-Ali-Askari K, Shayannejad M (2021) Quantity and quality modelling of groundwater to manage water resources in Isfahan-Borkhar aquifer. Environ Dev Sustain 23:15943–15959
Ostad-Ali-Askari K, Shayannejad M, Eslamian S, Zamani F, Shojaei N, Navabpour B, Majidifar Z, Sadri A, Ghasemi-Siani Z, Nourozi H, Vafaei O, Vafaei O (2017) Deficit irrigation: optimization models. In: Handbook of drought and water scarcity. CRC, Boca Raton, FL, pp 375–391
Ostad-Ali-Askari K, Ghorbanizadeh Kharazi H, Shayannejad M, Zareian MJ (2019) Effect of management strategies on reducing negative impacts of climate change on water resources of the Isfahan–Borkhar aquifer using MODFLOW. River Res Appl 35(6):611–631
Ostad-Ali-Askari K, Ghorbanizadeh Kharazi H, Shayannejad M, Zareian MJ (2020) Effect of climate change on precipitation patterns in an arid region using GCM models: case study of Isfahan-Borkhar plain. Nat Hazards Rev 21(2):04020006
Reeves JA, Knight R, Zebker HA, Schreüder WA, Shanker Agram P, Lauknes TR (2011) High quality InSAR data linked to seasonal change in hydraulic head for an agricultural area in the San Luis Valley, Colorado. Water Resour Res 47(12). https://doi.org/10.1029/2010WR010312
Reeves JA, Knight R, Zebker HA, Kitanidis PK, Schreüder WA (2014) Estimating temporal changes in hydraulic head using InSAR data in the San Luis Valley, Colorado. Water Resour Res 50(5):4459–4473
Rezaei A (2018) Comments on “Quantifying groundwater exploitation induced subsidence in the Rafsanjan plain, southeastern Iran, using InSAR time-series and in situ measurements” by Motagh, M., Shamshiri, R., Haghighi, M.H., Wetzel, H.U., Akbari, B., Nahavandchi, H., Roessner, S. & Arabi, S. [Engineering Geology, 218 (2017), 134–151]. Eng Geol 246:417–419
Rezaei A (2021) Ocean-atmosphere circulation controls on integrated meteorological and agricultural drought over Iran. J Hydrol 603(Part A). https://doi.org/10.1016/j.jhydrol.2021.126928
Rezaei A, Mohammadi Z (2017) Annual safe groundwater yield in a semiarid basin using combination of water balance equation and water table fluctuation. J Afr Earth Sci 134:241–248
Rezaei A, Mousavi Z (2019) Characterization of land deformation, hydraulic head, and aquifer properties of the Gorgan confined aquifer, Iran, from InSAR observations. J Hydrol 579:124196
Rezaei A, Zhan H, Zare M (2013) Impact of thin aquitards on two-dimensional solute transport in an aquifer. J Contam Hydrol 152:117–136
Rezaei A, Zare M, Zhan H (2016) Aquitard horizontal dispersion on reactive solute transport in an aquifer–aquitard system. Transp Porous Media 113(3):695–716
Rezaei A, Mousavi Z, Khorrami F, Nankali H (2020) Inelastic and elastic storage properties and daily hydraulic head estimates from continuous global positioning system (GPS) measurements in northern Iran. Hydrogeol J 28(2):657–672
Riley FS (1969) Analysis of borehole extensometer data from Central California. Land Subsidence 2:423–431
Sandwell D, Mellors R, Tong X, Wei M, Wessel P (2011) An InSAR processing system based on generic mapping tools. Scrips Institution of Oceanography, technical report. University of California, San Diego, CA
Shirzaei M, Freymueller J, Törnqvist TE, Galloway DL, Dura T, Minderhoud PS (2021) Measuring, modelling and projecting coastal land subsidence. Nat Rev Earth Environ 2(1):40–58
Strozzi T, Luckman A, Murray T, Wegmuller U, Werner CL (2002) Glacier motion estimation using SAR offset-tracking procedures. IEEE Trans Geosci Remote Sens 40(11):2384–2391
Terzaghi K (1925) Settlement and consolidation of clay. In: Principles of soil mechanics, vol IV. CRC, Boca Raton, FL, pp 874–878
Van Dam TM, Wahr J (1998) Modeling environment loading effects: a review. Phys Chem Earth 23(9–10):1077–1087
Van Dam T, Wahr J, Milly PCD, Shmakin AB, Blewitt G, Lavallée D, Larson KM (2001) Crustal displacements due to continental water loading. Geophys Res Lett 28(4):651–654
Wang L, Chen C, Du J, Wang T (2017) Detecting seasonal and long-term vertical displacement in the North China plain using GRACE and GPS. Hydrol Earth Syst Sci 21(6):2905–2922
Wessel P, Smith WH (1995) New version of the generic mapping tools. Eos 76(33):329–329
Zebker HA, Goldstein RM (1986) Topographic mapping from interferometric synthetic aperture radar observations. J Geophys Res Solid Earth 91(B5):4993–4999
Zou R, Wang Q, Freymueller JT, Poutanen M, Cao X, Zhang C, Yang S, He P (2015) Seasonal hydrological loading in southern Tibet detected by joint analysis of GPS and GRACE. Sensors 15(12):30525–30538