Conjunctive management of surface and groundwater resources under projected future climate change scenarios

Mani, Amir; Tsai, Frank T. -C.; Kao, Shih-Chieh; Naz, Bibi S.; Ashfaq, Moetasim; Rastogi, Deeksha

doi:10.1016/j.jhydrol.2016.06.021

Title: Conjunctive management of surface and groundwater resources under projected future climate change scenarios

Journal Article · Thu Jun 16 00:00:00 EDT 2016 · Journal of Hydrology

DOI:https://doi.org/10.1016/j.jhydrol.2016.06.021· OSTI ID:1260085

Mani, Amir ^[1]; Tsai, Frank T. -C. ^[1]; Kao, Shih-Chieh ^[2]; Naz, Bibi S. ^[2]; Ashfaq, Moetasim ^[2]; Rastogi, Deeksha ^[2]

Louisiana State Univ., Baton Rouge, LA (United States)
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)

Our study introduces a mixed integer linear fractional programming (MILFP) method to optimize conjunctive use of future surface water and groundwater resources under projected climate change scenarios. The conjunctive management model maximizes the ratio of groundwater usage to reservoir water usage. Future inflows to the reservoirs were estimated from the future runoffs projected through hydroclimate modeling considering the Variable Infiltration Capacity model, and 11 sets of downscaled Coupled Model Intercomparison Project phase 5 global climate model projections. Bayesian model averaging was adopted to quantify uncertainty in future runoff projections and reservoir inflow projections due to uncertain future climate projections. Optimized conjunctive management solutions were investigated for a water supply network in northern Louisiana which includes the Sparta aquifer. Runoff projections under climate change scenarios indicate that runoff will likely decrease in winter and increase in other seasons. Ultimately, results from the developed conjunctive management model with MILFP indicate that the future reservoir water, even at 2.5% low inflow cumulative probability level, could counterbalance groundwater pumping reduction to satisfy demands while improving the Sparta aquifer through conditional groundwater head constraint.

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Research Organization:: Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF)

Sponsoring Organization:: USDOE Office of Science (SC)

Grant/Contract Number:: AC05-00OR22725; G11AP20082; LEQSF(2012‐15)‐RD‐A‐03

OSTI ID:: 1260085

Alternate ID(s):: OSTI ID: 1436368

Journal Information:: Journal of Hydrology, Vol. 540, Issue C; ISSN 0022-1694

Publisher:: ElsevierCopyright Statement

Country of Publication:: United States

Language:: English

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Cited by: 26 works

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References (56)

Statistical downscaling and bias correction of climate model outputs for climate change impact assessment in the U.S. northeast Ahmed, Kazi Farzan; Wang, Guiling; Silander, John Global and Planetary Change, Vol. 100 https://doi.org/10.1016/j.gloplacha.2012.11.003	journal	January 2013
Multimodel Combination Techniques for Analysis of Hydrological Simulations: Application to Distributed Model Intercomparison Project Results Ajami, Newsha K.; Duan, Qingyun; Gao, Xiaogang Journal of Hydrometeorology, Vol. 7, Issue 4 https://doi.org/10.1175/JHM519.1	journal	August 2006
Influence of climate model biases and daily-scale temperature and precipitation events on hydrological impacts assessment: A case study of the United States Ashfaq, Moetasim; Bowling, Laura C.; Cherkauer, Keith Journal of Geophysical Research, Vol. 115, Issue D14 https://doi.org/10.1029/2009JD012965	journal	January 2010
Near-term acceleration of hydroclimatic change in the western U.S.: NEAR-TERM WESTERN US SNOW Ashfaq, Moetasim; Ghosh, Subimal; Kao, Shih-Chieh Journal of Geophysical Research: Atmospheres, Vol. 118, Issue 19 https://doi.org/10.1002/jgrd.50816	journal	October 2013
The role of hydrological modelling uncertainties in climate change impact assessments of Irish river catchments Bastola, Satish; Murphy, Conor; Sweeney, John Advances in Water Resources, Vol. 34, Issue 5 https://doi.org/10.1016/j.advwatres.2011.01.008	journal	May 2011
A Conflict-Resolution Model for the Conjunctive Use of Surface and Groundwater Resources that Considers Water-Quality Issues: A Case Study Bazargan-Lari, Mohammad Reza; Kerachian, Reza; Mansoori, Abbas Environmental Management, Vol. 43, Issue 3 https://doi.org/10.1007/s00267-008-9191-6	journal	September 2008
Optimal Management of Coastal Aquifers Using Linked Simulation Optimization Approach Bhattacharjya, Rajib Kumar; Datta, Bithin Water Resources Management, Vol. 19, Issue 3 https://doi.org/10.1007/s11269-005-3180-9	journal	June 2005
Digital Hydrologic Networks Supporting Applications Related to Spatially Referenced Regression Modeling1: Digital Hydrologic Networks Supporting Applications Related to Spatially Referenced Regression Modeling Brakebill, J. W.; Wolock, D. M.; Terziotti, S. E. JAWRA Journal of the American Water Resources Association, Vol. 47, Issue 5 https://doi.org/10.1111/j.1752-1688.2011.00578.x	journal	August 2011
Bayesian multi-model projection of climate: bias assumptions and interannual variability Buser, Christoph M.; Künsch, H. R.; Lüthi, D. Climate Dynamics, Vol. 33, Issue 6 https://doi.org/10.1007/s00382-009-0588-6	journal	May 2009
Programming with linear fractional functionals Charnes, A.; Cooper, W. W. Naval Research Logistics Quarterly, Vol. 9, Issue 3-4 https://doi.org/10.1002/nav.3800090303	journal	September 1962
The Effects of Climate Change on the Hydrology and Water Resources of the Colorado River Basin Christensen, Niklas S.; Wood, Andrew W.; Voisin, Nathalie Climatic Change, Vol. 62, Issue 1-3 https://doi.org/10.1023/B:CLIM.0000013684.13621.1f	journal	January 2004
Physiographically sensitive mapping of climatological temperature and precipitation across the conterminous United States Daly, Christopher; Halbleib, Michael; Smith, Joseph I. International Journal of Climatology, Vol. 28, Issue 15 https://doi.org/10.1002/joc.1688	journal	December 2008
Transient regional climate change: Analysis of the summer climate response in a high-resolution, century-scale ensemble experiment over the continental United States: TRANSIENT REGIONAL CLIMATE CHANGE Diffenbaugh, Noah S.; Ashfaq, Moetasim; Scherer, Martin Journal of Geophysical Research: Atmospheres, Vol. 116, Issue D24 https://doi.org/10.1029/2011JD016458	journal	December 2011
Inference and Hierarchical Modeling in the Social Sciences Draper, David Journal of Educational and Behavioral Statistics, Vol. 20, Issue 2 https://doi.org/10.3102/10769986020002115	journal	June 1995
Multi-model ensemble hydrologic prediction using Bayesian model averaging Duan, Qingyun; Ajami, Newsha K.; Gao, Xiaogang Advances in Water Resources, Vol. 30, Issue 5 https://doi.org/10.1016/j.advwatres.2006.11.014	journal	May 2007
Water Resources Sustainability and Optimal Cropping Pattern in Farming Systems; A Multi-Objective Fractional Goal Programming Approach Amini Fasakhodi, Abbas; Nouri, Seyed Hedayatollah; Amini, Manouchehr Water Resources Management, Vol. 24, Issue 15 https://doi.org/10.1007/s11269-010-9683-z	journal	June 2010
RegCM4: model description and preliminary tests over multiple CORDEX domains Giorgi, F.; Coppola, E.; Solmon, F. Climate Research, Vol. 52 https://doi.org/10.3354/cr01018	journal	March 2012
Fuzzy chance-constrained linear fractional programming approach for optimal water allocation Guo, Ping; Chen, Xiaohong; Li, Mo Stochastic Environmental Research and Risk Assessment, Vol. 28, Issue 6 https://doi.org/10.1007/s00477-013-0810-2	journal	October 2013
Climate change impact on available water resources obtained using multiple global climate and hydrology models Hagemann, S.; Chen, C.; Clark, D. B. Earth System Dynamics, Vol. 4, Issue 1 https://doi.org/10.5194/esd-4-129-2013	journal	January 2013
Combining genetic algorithms and boundary elements to optimize coastal aquifers’ management Katsifarakis, K. L.; Petala, Z. Journal of Hydrology, Vol. 327, Issue 1-2 https://doi.org/10.1016/j.jhydrol.2005.11.016	journal	July 2006
Fractional programming: a tool for the assessment of sustainability Lara, P.; Stancu-Minasian, I. Agricultural Systems, Vol. 62, Issue 2 https://doi.org/10.1016/S0308-521X(99)00062-1	journal	November 1999
A simple hydrologically based model of land surface water and energy fluxes for general circulation models Liang, Xu; Lettenmaier, Dennis P.; Wood, Eric F. Journal of Geophysical Research, Vol. 99, Issue D7 https://doi.org/10.1029/94JD00483	journal	January 1994
Surface soil moisture parameterization of the VIC-2L model: Evaluation and modification Liang, Xu; Wood, Eric F.; Lettenmaier, Dennis P. Global and Planetary Change, Vol. 13, Issue 1-4 https://doi.org/10.1016/0921-8181(95)00046-1	journal	June 1996
Application of Bayesian Model Averaging Approach to Multimodel Ensemble Hydrologic Forecasting Liang, Zhongmin; Wang, Dong; Guo, Yan Journal of Hydrologic Engineering, Vol. 18, Issue 11 https://doi.org/10.1061/(ASCE)HE.1943-5584.0000493	journal	November 2013
Regional scale hydrology: I. Formulation of the VIC-2L model coupled to a routing model Lohmann, D.; Raschke, E.; Nijssen, B. Hydrological Sciences Journal, Vol. 43, Issue 1 https://doi.org/10.1080/02626669809492107	journal	February 1998
Changes in hail and flood risk in high-resolution simulations over Colorado's mountains Mahoney, Kelly; Alexander, Michael A.; Thompson, Gregory Nature Climate Change, Vol. 2, Issue 2 https://doi.org/10.1038/nclimate1344	journal	January 2012
Pumping management of coastal aquifers using analytical models of saltwater intrusion: PUMPING OPTIMIZATION OF COASTAL AQUIFERS Mantoglou, Aristotelis Water Resources Research, Vol. 39, Issue 12 https://doi.org/10.1029/2002WR001891	journal	December 2003
Global pattern of trends in streamflow and water availability in a changing climate Milly, P. C. D.; Dunne, K. A.; Vecchia, A. V. Nature, Vol. 438, Issue 7066 https://doi.org/10.1038/nature04312	journal	November 2005
Conjunctive Use of Surface and Groundwater with Inter-Basin Transfer Approach: Case Study Piranshahr Rezapour Tabari, M. Mohammad; Yazdi, Abdollah Water Resources Management, Vol. 28, Issue 7 https://doi.org/10.1007/s11269-014-0578-2	journal	March 2014
Effects of Climate Change on Freshwater Ecosystems of the South-Eastern United States and the gulf Coast of Mexico Mulholland, Patrick J.; Best, G. Ronnie; Coutant, Charles C. Hydrological Processes, Vol. 11, Issue 8 https://doi.org/10.1002/(SICI)1099-1085(19970630)11:8<949::AID-HYP513>3.0.CO;2-G	journal	June 1997
Assessing the uncertainties of hydrologic model selection in climate change impact studies Najafi, M. R.; Moradkhani, H.; Jung, I. W. Hydrological Processes, Vol. 25, Issue 18 https://doi.org/10.1002/hyp.8043	journal	March 2011
A large-scale, high-resolution hydrological model parameter data set for climate change impact assessment for the conterminous US Oubeidillah, A. A.; Kao, S. -C.; Ashfaq, M. Hydrology and Earth System Sciences, Vol. 18, Issue 1 https://doi.org/10.5194/hess-18-67-2014	journal	January 2014
Embedding and Response Matrix Techniques for Maximizing Steady-State Ground-Water Extraction: Computational Comparison Peralta, Richard C.; Azarmnia, Hossein; Takahashi, Shu Ground Water, Vol. 29, Issue 3 https://doi.org/10.1111/j.1745-6584.1991.tb00526.x	journal	May 1991
The challenge to keep global warming below 2 °C Peters, Glen P.; Andrew, Robbie M.; Boden, Tom Nature Climate Change, Vol. 3, Issue 1 https://doi.org/10.1038/nclimate1783	journal	December 2012
Discussion: Performance of Bayesian Model Averaging Raftery, Adrian E.; Zheng, Yingye Journal of the American Statistical Association, Vol. 98, Issue 464 https://doi.org/10.1198/016214503000000891	journal	December 2003
Simulation of Varada Aquifer System for Sustainable Groundwater Development Ramesh, H.; Mahesha, A. Journal of Irrigation and Drainage Engineering, Vol. 134, Issue 3 https://doi.org/10.1061/(ASCE)0733-9437(2008)134:3(387)	journal	June 2008
Optimization of Industrial Structure Considering the Uncertainty of Water Resources Ren, C. F.; Guo, P.; Li, M. Water Resources Management, Vol. 27, Issue 11 https://doi.org/10.1007/s11269-013-0385-1	journal	June 2013
Improving pan-European hydrological simulation of extreme events through statistical bias correction of RCM-driven climate simulations Rojas, R.; Feyen, L.; Dosio, A. Hydrology and Earth System Sciences, Vol. 15, Issue 8 https://doi.org/10.5194/hess-15-2599-2011	journal	January 2011
Fractional programming: Applications and algorithms Schaible, Siegfried European Journal of Operational Research, Vol. 7, Issue 2 https://doi.org/10.1016/0377-2217(81)90272-1	journal	June 1981
Estimating the Dimension of a Model Schwarz, Gideon The Annals of Statistics, Vol. 6, Issue 2 https://doi.org/10.1214/aos/1176344136	journal	March 1978
Projections of declining surface-water availability for the southwestern United States Seager, Richard; Ting, Mingfang; Li, Cuihua Nature Climate Change, Vol. 3, Issue 5 https://doi.org/10.1038/nclimate1787	journal	December 2012
An overview of the optimization modelling applications Singh, Ajay Journal of Hydrology, Vol. 466-467 https://doi.org/10.1016/j.jhydrol.2012.08.004	journal	October 2012
Conjunctive use of water resources for sustainable irrigated agriculture Singh, Ajay Journal of Hydrology, Vol. 519 https://doi.org/10.1016/j.jhydrol.2014.09.049	journal	November 2014
Bayesian Modeling of Uncertainty in Ensembles of Climate Models Smith, Richard L.; Tebaldi, Claudia; Nychka, Doug Journal of the American Statistical Association, Vol. 104, Issue 485 https://doi.org/10.1198/jasa.2009.0007	journal	March 2009
A simulation/optimization model for the identification of unknown groundwater well locations and pumping rates Tamer Ayvaz, M.; Karahan, Halil Journal of Hydrology, Vol. 357, Issue 1-2 https://doi.org/10.1016/j.jhydrol.2008.05.003	journal	July 2008
Quantifying Uncertainty in Projections of Regional Climate Change: A Bayesian Approach to the Analysis of Multimodel Ensembles Tebaldi, Claudia; Smith, Richard L.; Nychka, Doug Journal of Climate, Vol. 18, Issue 10 https://doi.org/10.1175/JCLI3363.1	journal	May 2005
Application of Non-Linear Simulation and Optimisation Models in Groundwater Aquifer Management Theodossiou, Nicolaos P. Water Resources Management, Vol. 18, Issue 2 https://doi.org/10.1023/B:WARM.0000024723.17916.64	journal	April 2004
Generating surfaces of daily meteorological variables over large regions of complex terrain Thornton, Peter E.; Running, Steven W.; White, Michael A. Journal of Hydrology, Vol. 190, Issue 3-4 https://doi.org/10.1016/S0022-1694(96)03128-9	journal	March 1997
Inverse groundwater modeling for hydraulic conductivity estimation using Bayesian model averaging and variance window: INVERSE GROUNDWATER MODELING Tsai, Frank T. -C.; Li, Xiaobao Water Resources Research, Vol. 44, Issue 9 https://doi.org/10.1029/2007WR006576	journal	September 2008
Multi-model climate impact assessment and intercomparison for three large-scale river basins on three continents Vetter, T.; Huang, S.; Aich, V. Earth System Dynamics, Vol. 6, Issue 1 https://doi.org/10.5194/esd-6-17-2015	journal	January 2015
Generalized storage-reliability-yield relationships Vogel, Richard M.; Stedinger, Jery R. Journal of Hydrology, Vol. 89, Issue 3-4 https://doi.org/10.1016/0022-1694(87)90184-3	journal	January 1987
Storage Reservoir Behavior in the United States Vogel, Richard M.; Lane, Melissa; Ravindiran, Ranjith S. Journal of Water Resources Planning and Management, Vol. 125, Issue 5 https://doi.org/10.1061/(ASCE)0733-9496(1999)125:5(245)	journal	September 1999
Treatment of uncertainty using ensemble methods: Comparison of sequential data assimilation and Bayesian model averaging: SEQUENTIAL DATA ASSIMILATION Vrugt, Jasper A.; Robinson, Bruce A. Water Resources Research, Vol. 43, Issue 1 https://doi.org/10.1029/2005WR004838	journal	January 2007
Extracting information from an ensemble of GCMs to reliably assess future global runoff change Sperna Weiland, F. C.; van Beek, L. P. H.; Weerts, A. H. Journal of Hydrology, Vol. 412-413 https://doi.org/10.1016/j.jhydrol.2011.03.047	journal	January 2012
Calibration and uncertainty analysis of the SWAT model using Genetic Algorithms and Bayesian Model Averaging Zhang, Xuesong; Srinivasan, Raghavan; Bosch, David Journal of Hydrology, Vol. 374, Issue 3-4 https://doi.org/10.1016/j.jhydrol.2009.06.023	journal	August 2009
SLFP: A stochastic linear fractional programming approach for sustainable waste management Zhu, H.; Huang, G. H. Waste Management, Vol. 31, Issue 12 https://doi.org/10.1016/j.wasman.2011.08.009	journal	December 2011

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54 ENVIRONMENTAL SCIENCES
Conjunctive use
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Title: Conjunctive management of surface and groundwater resources under projected future climate change scenarios

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