Abstract
Climate changes and the unremitting overexploitation of groundwater in the Hamedan-Bahar Plain have raised concerns about the sustainability of groundwater resources. The current research focused on the development of an integrated system dynamics model to examine the long-term effects of employing five adaptation strategies on groundwater. The model was calibrated and validated using a 21-year historical data set, and the strategies were combined into 21 management and climate change scenarios (seven management scenarios in tandem with three climate change scenarios) to project groundwater levels for the period 2020–2050. Future climatic conditions were projected by downscaling the data of the CanESM2 general circulation model under three representative concentration pathway scenarios (RCP2.6, RCP4.5, and RCP8.5). By applying the business-as-usual management scenario, the groundwater table change rates will be −0.37, −0.45, and −0.44 m/year under the RCP2.6, RCP4.5, and RCP8.5 scenarios, while the corresponding rates for the most efficient management scenario are +0.22, +0.11, and +0.13 m/year, respectively. The strategies have been ranked according to their effectiveness as follows: (i) reducing irrigated agriculture in favor of rainfed agriculture or fallow fields, (ii) applying an adaptive cropping pattern, (iii) developing early-maturing cultivars, (iv) practicing deficit irrigation, and (v) enhancing irrigation efficiency. The findings indicate that the local management strategies will play a greater role in future groundwater sustainability than global climate change.
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References
Acharjee TK, Ludwig F, van Halsema G, Hellegers P, Supit I (2017) Future changes in water requirements of Boro rice in the face of climate change in North-West Bangladesh. Agric Water Manag 194:172–183. https://doi.org/10.1016/j.agwat.2017.09.008
Alcamo J, Flörke M, Märker M (2007) Future long-term changes in global water resources driven by socio-economic and climatic changes. Hydrol Sci J 52:247–275. https://doi.org/10.1623/hysj.52.2.247
Ali H (2011) Practices of Irrigation & On-farm Water Management: 2 Springer-Verlag New York
Allen RG, Pereira LS, Raes D, Smith M (1998) Crop evapotranspiration: guidelines for computing crop water requirements. FAO Irrigation and drainage paper 56 FAO Rome 300(9) D05109
Andrade CWL, Montenegro SMGL, Montenegro AAA, Lima JRDS, Srinivasan R, Jones CA (2021) Climate change impact assessment on water resources under RCP scenarios: A case study in Mundaú River Basin, Northeastern Brazil. Int J Climatol 41:E1045–E1061. https://doi.org/10.1002/joc.6751
Arnell NW, Delaney EK (2006) Adapting to climate change: public water supply in England and Wales. Clim Chang 78:227–255. https://doi.org/10.1007/s10584-006-9067-9
Arora VK, Scinocca JF, Boer GJ, Christian JR, Denman KL, Flato GM, Kharin VV, Lee WG, Merryfield WJ (2011) Carbon emission limits required to satisfy future representative concentration pathways of greenhouse gases. Geophys Res Lett:38. https://doi.org/10.1029/2010GL046270
Ashofteh PS, Bozorg-Haddad O, Loáiciga HA (2017) Development of adaptive strategies for irrigation water demand management under climate change. J Irrig Drain Eng 143:04016077. https://doi.org/10.1061/(ASCE)IR.1943-4774.0001123
Balali H, Viaggi D (2015) Applying a system dynamics approach for modeling groundwater dynamics to depletion under different economical and climate change scenarios. Water 7:5258–5271. https://doi.org/10.3390/w7105258
Barati AA, Azadi H, Scheffran J (2019) A system dynamics model of smart groundwater governance. Agric Water Manag 221:502–518. https://doi.org/10.1016/j.agwat.2019.03.047
Bates G, Beruvides M, Fedler CB (2019) System Dynamics Approach to Groundwater Storage Modeling for Basin-Scale Planning. Water 11:1907. https://doi.org/10.3390/w11091907
CCCma (2019) CanESM2 predictors: CMIP5 experiments. The Canadian Centre for Climate Modelling and Analysis (CCCma) of Environment and Climate Change Canada. http://climate-scenarios.canada.ca/?page=pred-canesm2. Accessed 13 May 2019
Chang FJ, Chang LC, Huang CW, Kao IF (2016) Prediction of monthly regional groundwater levels through hybrid soft-computing techniques. J Hydrol 541:965–976. https://doi.org/10.1016/j.jhydrol.2016.08.006
Cho GH, Ahmad MJ, Lee S, Choi KS, Nam WH, Kwon HJ (2019) Influence mechanism of climate change on paddy farming practices and irrigation water demand. Paddy Water Environ 17:359–371. https://doi.org/10.1007/s10333-019-00731-4
Cotterman KA, Kendall AD, Basso B, Hyndman DW (2018) Groundwater depletion and climate change: future prospects of crop production in the Central High Plains Aquifer. Clim Chang 146:187–200. https://doi.org/10.1007/s10584-017-1947-7
Dai S, Li L, Xu H, Pan X, Li X (2013) A system dynamics approach for water resources policy analysis in arid land: a model for Manas River Basin. Journal of Arid Land 5:118–131. https://doi.org/10.1007/s40333-013-0147-1
Deines JM, Kendall AD, Butler JJ, Hyndman DW (2019) Quantifying irrigation adaptation strategies in response to stakeholder-driven groundwater management in the US High Plains Aquifer. Environ Res Lett 14:044014. https://doi.org/10.1088/1748-9326/aafe39
Ducci D, Tranfaglia G (2008) Effects of climate change on groundwater resources in Campania (southern Italy). Geol Soc Lond Spec Publ 288:25–38. https://doi.org/10.1144/SP288.3
Earman S, Dettinger M (2011) Potential impacts of climate change on groundwater resources–a global review. J Water Climate Change 2:213–229. https://doi.org/10.2166/wcc.2011.034
Eckhardt K, Ulbrich U (2003) Potential impacts of climate change on groundwater recharge and streamflow in a central European low mountain range. J Hydrol 284:244–252. https://doi.org/10.1016/j.jhydrol.2003.08.005
Ford DN (2019) A system dynamics glossary. Syst Dyn Rev 35:369–379. https://doi.org/10.1002/sdr.1641
Foster T, Brozović N, Butler AP (2015) Why well yield matters for managing agricultural drought risk. Weather Climate Extremes 10:11–19. https://doi.org/10.1016/j.wace.2015.07.003
Fujihara Y, Tanaka K, Watanabe T, Nagano T, Kojiri T (2008) Assessing the impacts of climate change on the water resources of the Seyhan River Basin in Turkey: Use of dynamically downscaled data for hydrologic simulations. J Hydrol 353:33–48. https://doi.org/10.1016/j.jhydrol.2008.01.024
Ghasemi A, Saghafian B, Golian S (2017) System dynamics approach for simulating water resources of an urban water system with emphasis on sustainability of groundwater. Environ Earth Sci 76:637. https://doi.org/10.1007/s12665-017-6887-z
Gohari A, Eslamian S, Abedi-Koupaei J, Bavani AM, Wang D, Madani K (2013) Climate change impacts on crop production in Iran's Zayandeh-Rud River Basin. Sci Total Environ 442:405–419. https://doi.org/10.1016/j.scitotenv.2012.10.029
Gohari A, Mirchi A, Madani K (2017) System dynamics evaluation of climate change adaptation strategies for water resources management in Central Iran. Water Resour Manag 31:1413–1434. https://doi.org/10.1007/s11269-017-1575-z
Gondim RS, de Castro MA, Maia ADH, Evangelista SR, Fuck SCDF (2012) Climate change impacts on irrigation water needs in the Jaguaribe river basin. J Am Water Resour Asso 48:355–365. https://doi.org/10.1111/j.1752-1688.2011.00620.x
Green TR, Taniguchi M, Kooi H, Gurdak JJ, Allen DM, Hiscock KM, Treidel H, Aureli A (2011) Beneath the surface of global change: Impacts of climate change on groundwater. J Hydrol 405:532–560. https://doi.org/10.1016/j.jhydrol.2011.05.002
Hanson RT, Flint LE, Flint AL, Dettinger MD, Faunt CC, Cayan D, Schmid W (2012) A method for physically based model analysis of conjunctive use in response to potential climate changes. Water Resour Res 48. https://doi.org/10.1029/2011WR010774
Hassanzadeh E, Elshorbagy A, Wheater H, Gober P (2014) Managing water in complex systems: An integrated water resources model for Saskatchewan, Canada. Environ Model Softw 58:12–26. https://doi.org/10.1016/j.envsoft.2014.03.015
Henriques C, Holman IP, Audsley E, Pearn K (2008) An interactive multi-scale integrated assessment of future regional water availability for agricultural irrigation in East Anglia and North West England. Clim Chang 90:89–111. https://doi.org/10.1007/s10584-008-9459-0
Hong EM, Nam WH, Choi JY, Pachepsky YA (2016) Projected irrigation requirements for upland crops using soil moisture model under climate change in South Korea. Agric Water Manag 165:163–180. https://doi.org/10.1016/j.agwat.2015.12.003
Jeong H, Adamowski J (2016) A system dynamics based socio–hydrological model for agricultural wastewater reuse at the watershed scale. Agric Water Manag 171:89–107. https://doi.org/10.1016/j.agwat.2016.03.019
Kahsay KD, Pingale SM, Hatiye SD (2018) Impact of climate change on groundwater recharge and base flow in the sub-catchment of Tekeze basin, Ethiopia. Groundw Sustain Dev 6:121–133. https://doi.org/10.1016/j.gsd.2017.12.002
Kaushika GS, Arora H, Hari Prasad KS (2019) Analysis of climate change effects on crop water availability for paddy, wheat and berseem. Agric Water Manag 225:105734. https://doi.org/10.1016/j.agwat.2019.105734
Kirby JM, Mainuddin M, Mpelasoka F, Ahmad MD, Palash W, Quadir ME, Shah-Newaz SM, Hossain MM (2016) The impact of climate change on regional water balances in Bangladesh. Clim Chang 135:481–491. https://doi.org/10.1007/s10584-016-1597-1
Konikow LF (2015) Long-term groundwater depletion in the United States. Groundwater 53:2–9. https://doi.org/10.1111/gwat.12306
Konikow LF, Kendy E (2005) Groundwater depletion: A global problem. Hydrogeol J 13:317–320. https://doi.org/10.1007/s10040-004-0411-8
Kotir JH, Smith C, Brown G, Marshall N, Johnstone R (2016) A system dynamics simulation model for sustainable water resources management and agricultural development in the Volta River Basin, Ghana. Sci Total Environ 573:444–457. https://doi.org/10.1016/j.scitotenv.2016.08.081
Mahdavinia R, Mokhtar A (2019) Dealing with sustainability in groundwater management using system dynamics approach, a case study in Iran. Sustain Water Resour Manag 5:1405–1417. https://doi.org/10.1007/s40899-018-0219-7
Martin DL, Gilley JR (1993) Irrigation Water Requirements. SCS National Engineering Handbook Chapter 2 Part 623 United States Department of Agriculture Soil Conservation Service (USDA-SCS) Washington DC the USA
Martínez-Santos P, Martínez-Alfaro PE (2010) Estimating groundwater withdrawals in areas of intensive agricultural pumping in central Spain. Agric Water Manag 98:172–181. https://doi.org/10.1016/j.agwat.2010.08.011
Meixner T, Manning AH, Stonestrom DA, Allen DM, Ajami H, Blasch KW, Brookfield AE, Castro CL, Clark JF, Gochis DJ, Flint AL, Neff KL, Niraula R, Rodell M, Scanlon BR, Singha K, Walvoord MA (2016) Implications of projected climate change for groundwater recharge in the western United States. J Hydrol 534:124–138. https://doi.org/10.1016/j.jhydrol.2015.12.027
Mizyed N (2009) Impacts of climate change on water resources availability and agricultural water demand in the West Bank. Water Resour Manag 23:2015–2029. https://doi.org/10.1007/s11269-008-9367-0
Moench M, Burke JJ, Moench Y (2003) Rethinking the approach to groundwater and food security (No. 24). FAO Rome
Mohammadi Z, Salimi M, Faghih A (2014) Assessment of groundwater recharge in a semi-arid groundwater system using water balance equation, southern Iran. J Afr Earth Sci 95:1–8. https://doi.org/10.1016/j.jafrearsci.2014.02.006
Mokhtar A, Aram S (2017) Systemic insights into agricultural groundwater management: case of Firuzabad Plain, Iran. Water Policy 19:867–885. https://doi.org/10.2166/wp.2017.159
Moss RH, Edmonds JA, Hibbard KA, Manning MR, Rose SK, Van Vuuren DP, Carter TR, Emori S, Kainuma M, Kram T, Meehl GA et al (2010) The next generation of scenarios for climate change research and assessment. Nature 463:747–756. https://doi.org/10.1038/nature08823
Munoz G, Maraux F, Wahaj R (2007) Actual crop water use in project countries a synthesis at the regional level. The World Bank. https://doi.org/10.1596/1813-9450-4288
Nash JE, Sutcliffe JV (1970) River flow forecasting through conceptual models part I-A discussion of principles. J Hydrol 10:282–290. https://doi.org/10.1016/0022-1694(70)90255-6
Nazarieh F, Ansari H, Ziaei AN, Izady A, Davari K, Brunner P (2018) Spatial and temporal dynamics of deep percolation, lag time and recharge in an irrigated semi-arid region. Hydrogeol J 26:2507–2520. https://doi.org/10.1007/s10040-018-1789-z
Nazemi N, Foley RW, Louis G, Keeler LW (2020) Divergent agricultural water governance scenarios: The case of Zayanderud basin, Iran. Agric Water Manag 229:105921. https://doi.org/10.1016/j.agwat.2019.105921
Oliveira VA, Mello CR, Viola MR, Srinivasan R (2017) Assessment of climate change impacts on streamflow and hydropower potential in the headwater region of the Grande river basin, Southeastern Brazil. Int J Climatol 37:5005–5023. https://doi.org/10.1002/joc.5138
Oumarou Abdoulaye A, Lu H, Zhu Y, Alhaj Hamoud Y, Sheteiwy M (2019) The global trend of the net irrigation water requirement of maize from 1960 to 2050. Climate 7:124. https://doi.org/10.3390/cli7100124
Pfeiffer L, Lin CYC (2014) Does efficient irrigation technology lead to reduced groundwater extraction? Empirical evidence. J Environ Econ Manag 67:189–208. https://doi.org/10.1016/j.jeem.2013.12.002
Philip JM, Sánchez-Chóliz J, Sarasa C (2014) Technological change in irrigated agriculture in a semiarid region of Spain. Water Resour Res 50:9221–9235. https://doi.org/10.1002/2014WR015728
Pluchinotta I, Pagano A, Giordano R, Tsoukiàs A (2018) A system dynamics model for supporting decision-makers in irrigation water management. J Environ Manag 223:815–824. https://doi.org/10.1016/j.jenvman.2018.06.083
Portoghese I, D'Agostino D, Giordano R, Scardigno A, Apollonio C, Vurro M (2013) An integrated modelling tool to evaluate the acceptability of irrigation constraint measures for groundwater protection. Environ Model Softw 46:90–103. https://doi.org/10.1016/j.envsoft.2013.03.001
Qin H, Zheng C, He X, Refsgaard JC (2019) Analysis of water management scenarios using coupled hydrological and system dynamics modeling. Water Resour Manag 33:4849–4863. https://doi.org/10.1007/s11269-019-02410-9
Rosenzweig C, Strzepek KM, Major DC, Iglesias A, Yates DN, McCluskey A, Hillel D (2004) Water resources for agriculture in a changing climate: international case studies. Glob Environ Chang 14:345–360. https://doi.org/10.1016/j.gloenvcha.2004.09.003
Ruybal CJ, Hogue TS, McCray JE (2019) Assessment of groundwater depletion and implications for management in the Denver basin aquifer system. J Am Water Resour Asso 55:1130–1148. https://doi.org/10.1111/1752-1688.12755
RWCH (2020) Basic research reports of the Hamedan province water resources. The Regional Water Company of Hamedan, Hamedan Iran 204 (In Persian)
Serrat-Capdevila A, Valdés JB, Pérez JG, Baird K, Mata LJ, Maddock IIIT (2007) Modeling climate change impacts–and uncertainty–on the hydrology of a riparian system: The San Pedro Basin (Arizona/Sonora). J Hydrol 347:48–66. https://doi.org/10.1016/j.jhydrol.2007.08.028
Shahid S (2011) Impact of climate change on irrigation water demand of dry season Boro rice in northwest Bangladesh. Clim Chang 105:433–453. https://doi.org/10.1007/s10584-010-9895-5
Singh LK, Jha MK, Chowdary VM (2020) Evaluation of water demand and supply under varying meteorological conditions in Eastern India and mitigation strategies for sustainable agricultural production. Environ Dev Sustain 23:1–28. https://doi.org/10.1007/s10668-020-00619-y
Solomon KH (1988) Irrigation systems and water application efficiencies. California State University Fresno California
Sterman JD (2000) Business dynamics: Systems thinking and modeling for a complex world. Irwin McGraw-Hill Boston MA
Sutton C (2019) Groundwater response to climate change and anthropogenic forcing: A case study on Georgia, USA. Auburn University, Dissertation
Thomas A (2008) Agricultural irrigation demand under present and future climate scenarios in China. Glob Planet Chang 60:306–326. https://doi.org/10.1016/j.gloplacha.2007.03.009
Trichakis IC, Nikolos IK, Karatzas GP (2009) Optimal selection of artificial neural network parameters for the prediction of a karstic aquifer's response. Hydrol Proces Int J 23:2956–2969. https://doi.org/10.1002/hyp.7410
Tromboni F, Bortolini L, Morábito JA (2014) Integrated hydrologic–economic decision support system for groundwater use confronting climate change uncertainties in the Tunuyán River basin, Argentina. Environ Dev Sustain 16:1317–1336. https://doi.org/10.1007/s10668-014-9521-1
Tukimat NNA, Harun S, Shahid S (2017) Modeling irrigation water demand in a tropical paddy cultivated area in the context of climate change. J Water Resour Plan Manag 143:05017003. https://doi.org/10.1061/(ASCE)WR.1943-5452.0000753
Turner RJ, Mansour MM, Dearden R, Dochartaigh BÓ, Hughes AG (2015) Improved understanding of groundwater flow in complex superficial deposits using three-dimensional geological-framework and groundwater models: an example from Glasgow, Scotland (UK). Hydrogeol J 23:493–506. https://doi.org/10.1007/s10040-014-1207-0
Tzabiras J, Vasiliades L, Sidiropoulos P, Loukas A, Mylopoulos N (2016) Evaluation of water resources management strategies to overturn climate change impacts on Lake Karla watershed. Water Resour Manag 30:5819–5844. https://doi.org/10.1007/s11269-016-1536-y
Upendram S, Peterson JM (2007) Irrigation technology and water conservation in the High Plains Aquifer Region. Contemp Water Res Edu 137:40–46. https://doi.org/10.1111/j.1936-704X.2007.mp137001005.x
Van Steenbergen F (2006) Promoting local management in groundwater. Hydrogeol J 14:380–391. https://doi.org/10.1007/s10040-005-0015-y
Ventana Systems (2015) Vensim DSS, 6.4E ed. Ventana Systems Inc. Harvard, MA
Wagener T, Sivapalan M, Troch PA, McGlynn BL, Harman CJ, Gupta HV, Kumar P, Rao PSC, Basu NB, Wilson JS (2010) The future of hydrology: An evolving science for a changing world. Water Resour Res 46. https://doi.org/10.1029/2009WR008906
Ward FA, Pulido-Velazquez M (2008) Water conservation in irrigation can increase water use. Proc Natl Acad Sci 105:18215–18220. https://doi.org/10.1073/pnas.0805554105
Weatherhead EK, Knox JW (2000) Predicting and mapping the future demand for irrigation water in England and Wales. Agric Water Manag 43:203–218. https://doi.org/10.1016/S0378-3774(99)00058-X
Wilby RL, Dawson CW, Barrow EM (2002) SDSM — a decision support tool for the assessment of regional climate change impacts. Environ Model Softw 17:147–159. https://doi.org/10.1016/S1364-8152(01)00060-3
Wu G, Li L, Ahmad S, Chen X, Pan X (2013) A dynamic model for vulnerability assessment of regional water resources in arid areas: a case study of Bayingolin, China. Water Resour Manag 27:3085–3101. https://doi.org/10.1007/s11269-013-0334-z
Xiang Z, Bailey RT, Nozari S, Husain Z, Kisekka I, Sharda V, Gowda P (2020) DSSAT-MODFLOW: A new modeling framework for exploring groundwater conservation strategies in irrigated areas. Agric Water Manag 232:106033. https://doi.org/10.1016/j.agwat.2020.106033
Xiao-jun W, Jian-yun Z, Jian-hua W, Rui-min H, ElMahdi A, Jin-hua L, Xin-gong W, King D, Shahid S (2014) Climate change and water resources management in Tuwei river basin of Northwest China. Mitig Adapt Strateg Glob Chang 19:107–120. https://doi.org/10.1007/s11027-012-9430-2
Xu T, Valocchi AJ (2015) A Bayesian approach to improved calibration and prediction of groundwater models with structural error. Water Resour Res 51:9290–9311. https://doi.org/10.1002/2015WR017912
Xu X, Huang G, Qu Z, Pereira LS (2010) Assessing the groundwater dynamics and impacts of water saving in the Hetao Irrigation District, Yellow River basin. Agric Water Manag 98:301–313. https://doi.org/10.1016/j.agwat.2010.08.025
Yang X, Chen Y, Pacenka S, Gao W, Ma L, Wang G, Yan P, Sui P, Steenhuis TS (2015) Effect of diversified crop rotations on groundwater levels and crop water productivity in the North China Plain. J Hydrol 522:428–438. https://doi.org/10.1016/j.jhydrol.2015.01.010
Yin J, Pham HV, Tsai FTC (2020) Multiobjective spatial pumping optimization for groundwater management in a multiaquifer system. J Water Resour Plan Manag 146:04020013. https://doi.org/10.1061/(ASCE)WR.1943-5452.0001180
Yoon H, Jun SC, Hyun Y, Bae GO, Lee KK (2011) A comparative study of artificial neural networks and support vector machines for predicting groundwater levels in a coastal aquifer. J Hydrol 396:128–138. https://doi.org/10.1016/j.jhydrol.2010.11.002
Yue W, Liu X, Wang T, Chen X (2016) Impacts of water saving on groundwater balance in a large-scale arid irrigation district, Northwest China. Irrig Sci 34:297–312. https://doi.org/10.1007/s00271-016-0504-x
Zhang L, Kennedy C (2006) Determination of sustainable yield in urban groundwater systems: Beijing, China. J Hydrol Eng 11:21–28. https://doi.org/10.1061/(ASCE)1084-0699(2006)11:1(21)
Zomorodian M, Lai SH, Homayounfar M, Ibrahim S, Fatemi SE, El-Shafie A (2018) The state-of-the-art system dynamics application in integrated water resources modeling. J Environ Manag 227:294–304. https://doi.org/10.1016/j.jenvman.2018.08.097
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Afruzi, A., Zare Abyaneh, H. & Abdolabadi, H. Local strategies to manage groundwater depletion under climate change scenarios—a case study: Hamedan-Bahar Plain (Iran). Arab J Geosci 14, 1548 (2021). https://doi.org/10.1007/s12517-021-07773-1
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DOI: https://doi.org/10.1007/s12517-021-07773-1