Citation: | PENG Shuyan, LU Zheng, WU Tingting, YANG Xiaofan. Research progress in integrated groundwater-surface water models[J]. Hydrogeology & Engineering Geology, 2024, 51(6): 60-73. doi: 10.16030/j.cnki.issn.1000-3665.202401001 |
Groundwater-surface water interaction involves material transport and energy transfer processes, which directly impacts the hydro-ecological environment of watersheds. It is a crucial component of the hydrological cycle which has become a hot issue in hydrogeology in recent years. The integrated groundwater-surface water models serve as a powerful tool for studying groundwater-surface water interaction. This paper reviewed recent studies on integrated groundwater-surface water models, providing an overview in five aspects: classification of integrated groundwater-surface water models, sources of model bias, model application, challenges, and trend of model development. Integrated models are categorized into fully coupled and loosely coupled models based on coupling schemes. There are five categories of sources of integrated model bias, including topographic processing, meteorological forcing bias, model parameters, anthropogenic process, and epistemic limitations. The integrated models are widely used to study the changes in groundwater-surface water patterns under the influences of climate change and human activities, and to research water resources management and optimization. In addition, the integrated models are facing multiple challenges, such as the increasing demand for basic data, higher requirements for hardware platforms, the difficulty in accurately determining the modeling region, and the evident trend of interdisciplinary integration. Finally, the integrated model development is expected to focus on enriching the approaches to obtaining model parameters, improving the simulation efficiency, and strengthening the integration of model coupling with different disciplines.
[1] | XIE Yueqing,COOK P G,SIMMONS C T. Solute transport processes in flow-event-driven stream–aquifer interaction[J]. Journal of Hydrology,2016,538:363 − 373. doi: 10.1016/j.jhydrol.2016.04.031 |
[2] | STONEDAHL S H,HARVEY J W,WÖRMAN A,et al. A multiscale model for integrating hyporheic exchange from ripples to meanders[J]. Water Resources Research,2010,46(12):W12539. |
[3] | WOESSNER W W. Stream and fluvial plain ground water interactions:Rescaling hydrogeologic thought[J]. Groundwater,2000,38(3):423 − 429. doi: 10.1111/j.1745-6584.2000.tb00228.x |
[4] | BOANO F,HARVEY J W,MARION A,et al. Hyporheic flow and transport processes:Mechanisms,models,and biogeochemical implications[J]. Reviews of Geophysics,2014,52(4):603 − 679. doi: 10.1002/2012RG000417 |
[5] | DE GRAAF I E M,GLEESON T,RENS VAN BEEK L P H,et al. Environmental flow limits to global groundwater pumping[J]. Nature,2019,574(7776):90 − 94. doi: 10.1038/s41586-019-1594-4 |
[6] | BARTHEL R,BANZHAF S. Groundwater and surface water interaction at the regional-scale–A review with focus on regional integrated models[J]. Water Resources Management,2016,30(1):1 − 32. doi: 10.1007/s11269-015-1163-z |
[7] | BROECKER T,SOBHI GOLLO V,FOX A,et al. High-resolution integrated transport model for studying surface water-groundwater interaction[J]. Ground Water,2021,59(4):488 − 502. doi: 10.1111/gwat.13071 |
[8] | STEWART R J,WOLLHEIM W M,GOOSEFF M N,et al. Separation of river network–scale nitrogen removal among the main channel and two transient storage compartments[J]. Water Resources Research,2011,47(10):W00J10. |
[9] | COLUCCIO K,MORGAN L K. A review of methods for measuring groundwater–surface water exchange in braided rivers[J]. Hydrology and Earth System Sciences,2019,23(10):4397 − 4417. doi: 10.5194/hess-23-4397-2019 |
[10] | 周妍,白国营,赵洪岩,等. 分布式地表水-地下水耦合数值模型研究进展[J]. 南水北调与水利科技(中英文),2023,21(3):435 − 446. [ZHOU Yan,BAI Guoying,ZHAO Hongyan,et al. Research advances in distributed coupled surface-subsurface numerical model[J]. South-to-North Water Transfers and Water Science & Technology,2023,21(3):435 − 446. (in Chinese with English abstract)] ZHOU Yan, BAI Guoying, ZHAO Hongyan, et al. Research advances in distributed coupled surface-subsurface numerical model[J]. South-to-North Water Transfers and Water Science & Technology, 2023, 21(3): 435 − 446. (in Chinese with English abstract) |
[11] | CAMPORESE M,PANICONI C,PUTTI M,et al. Surface-subsurface flow modeling with path-based runoff routing,boundary condition-based coupling,and assimilation of multisource observation data[J]. Water Resources Research,2010,46(2):W02512. |
[12] | NTONA M M,BUSICO G,MASTROCICCO M,et al. Modeling groundwater and surface water interaction:An overview of current status and future challenges[J]. Science of the Total Environment,2022,846:157355. doi: 10.1016/j.scitotenv.2022.157355 |
[13] | ROSENBERRY D O,LABAUGH J W. Field techniques for estimating water fluxes between surface water and ground water[R]. Denver:U S Geological Survey,2008. |
[14] | ROSENBERRY D O,GLASER P H,SIEGEL D I,et al. Use of hydraulic head to estimate volumetric gas content and ebullition flux in northern peatlands[J]. Water Resources Research,2003,39(3):1066. |
[15] | GLOSE A,LAUTZ L K,BAKER E A. Stream heat budget modeling with HFLUX:Model development,evaluation,and applications across contrasting sites and seasons[J]. Environmental Modelling & Software,2017,92:213 − 228. |
[16] | BATCHELOR C,GU Chuanhui. Hyporheic exchange and nutrient uptake in a forested and urban stream in the southern appalachians[J]. Environment and Natural Resources Research,2014,4(3):56. |
[17] | VOGEL R M,LALL U,CAI Ximing,et al. Hydrology:The interdisciplinary science of water[J]. Water Resources Research,2015,51(6):4409 − 4430. doi: 10.1002/2015WR017049 |
[18] | SOLOMON D K,HUMPHREY E,GILMORE T E,et al. An automated seepage meter for streams and lakes[J]. Water Resources Research,2020,56(4):e2019WR02698. |
[19] | MAO Meng,ZHENG Xiaoli,CHEN Chong,et al. Coupled effect of flow velocity and structural heterogeneity on transport and release of kaolinite colloids in saturated porous media[J]. Environmental Science and Pollution Research International,2020,27(28):35065 − 35077. doi: 10.1007/s11356-020-09806-w |
[20] | 梁杏,张人权,牛宏,等. 地下水流系统理论与研究方法的发展[J]. 地质科技情报,2012,31(5):143 − 151. [LIANG Xing,ZHANG Renquan,NIU Hong,et al. Development of the theory and research method of groundwater flow system[J]. Geological Science and Technology Information,2012,31(5):143 − 151. (in Chinese with English abstract)] LIANG Xing, ZHANG Renquan, NIU Hong, et al. Development of the theory and research method of groundwater flow system[J]. Geological Science and Technology Information, 2012, 31(5): 143 − 151. (in Chinese with English abstract) |
[21] | BRUNNER P,THERRIEN R,RENARD P,et al. Advances in understanding river-groundwater interactions[J]. Reviews of Geophysics,2017,55(3):818 − 854. doi: 10.1002/2017RG000556 |
[22] | TRIPATHI M,YADAV P K,CHAHAR B R,et al. A review on groundwater–surface water interaction highlighting the significance of streambed and aquifer properties on the exchanging flux[J]. Environmental Earth Sciences,2021,80(17):604. doi: 10.1007/s12665-021-09897-9 |
[23] | POETER E,FAN Ying,CHERRY J,et al. Groundwater in our water cycle:Getting to know earth’s most important fresh water source[M]. Guelph:The Groundwater Project,2020. |
[24] | LIU Minghuan,JIANG Yao,XU Xu,et al. Long-term groundwater dynamics affected by intense agricultural activities in oasis areas of arid inland river basins,Northwest China[J]. Agricultural Water Management,2018,203:37 − 52. doi: 10.1016/j.agwat.2018.02.028 |
[25] | 胡立堂. 黑河干流中游地区地表水和地下水集成模拟与应用[J]. 北京师范大学学报(自然科学版),2014,50(5):563 − 569. [HU Litang. Integrated surface water-groundwater model and application in the middle branches of the Heihe River Basin[J]. Journal of Beijing Normal University (Natural Science),2014,50(5):563 − 569. (in Chinese with English abstract)] HU Litang. Integrated surface water-groundwater model and application in the middle branches of the Heihe River Basin[J]. Journal of Beijing Normal University (Natural Science), 2014, 50(5): 563 − 569. (in Chinese with English abstract) |
[26] | LI Xin,CHENG Guodong,GE Yingchun,et al. Hydrological cycle in the Heihe River Basin and its implication for water resource management in endorheic basins[J]. Journal of Geophysical Research (Atmospheres),2018,123(2):890 − 914. doi: 10.1002/2017JD027889 |
[27] | 薛禹群. 中国地下水数值模拟的现状与展望[J]. 高校地质学报,2010,16(1):1 − 6. [XUE Yuqun. Present situation and prospect of groundwater numerical simulation in China[J]. Geological Journal of China Universities,2010,16(1):1 − 6. (in Chinese with English abstract)] doi: 10.3969/j.issn.1006-7493.2010.01.001 XUE Yuqun. Present situation and prospect of groundwater numerical simulation in China[J]. Geological Journal of China Universities, 2010, 16(1): 1 − 6. (in Chinese with English abstract) doi: 10.3969/j.issn.1006-7493.2010.01.001 |
[28] | HAQUE A,SALAMA A,LO Kei,et al. Surface and groundwater interactions:A review of coupling strategies in detailed domain models[J]. Hydrology,2021,8(1):35. doi: 10.3390/hydrology8010035 |
[29] | KOLLET S J,MAXWELL R M. Integrated surface–groundwater flow modeling:A free-surface overland flow boundary condition in a parallel groundwater flow model[J]. Advances in Water Resources,2006,29(7):945 − 958. doi: 10.1016/j.advwatres.2005.08.006 |
[30] | THERRIEN R,SUDICKY E A. Three-dimensional analysis of variablysaturated flow and solute transport in discretely-fractured porous media[J]. Journal of Contaminant Hydrology,1996,23(1/2):1 − 44. doi: 10.1016/0169-7722(95)00088-7 |
[31] | VANDERKWAAK J E. Numerical simulation of flow and chemical transport in integrated surface-subsurface hydrologic systems[D]. Waterloo:University of Waterloo,1999. |
[32] | MCDONALD M G,HARBAUGH A W. The history of MODFLOW[J]. Ground Water,2003,41(2):280 − 283. doi: 10.1111/j.1745-6584.2003.tb02591.x |
[33] | HALDER S,ROY M B,ROY P K. Understanding the exchange process between ground and surface water using mini drive point piezometer and mathematical models to identify suitable managed aquifer recharge sites[J]. Environmental Science and Pollution Research International,2023,30(40):92736 − 92767. doi: 10.1007/s11356-023-28885-z |
[34] | MARKSTROM S L,NISWONGER R G,REGAN R S,et al. GSFLOW-coupled ground-water and surface-water FLOW model based on the integration of the precipitation-runoff modeling system (PRMS) and the modular ground-water flow model (MODFLOW-2005)[M]. Reston:U S Geological Survey Techniques and Methods 6-D1,2008. |
[35] | DAVISON J H,HWANG H T,SUDICKY E A,et al. Coupled atmospheric,land surface,and subsurface modeling:Exploring water and energy feedbacks in three-dimensions[J]. Advances in Water Resources,2015,86:73 − 85. doi: 10.1016/j.advwatres.2015.09.002 |
[36] | HEPPNER C S,RAN Qihua,VANDERKWAAK J E,et al. Adding sediment transport to the integrated hydrology model (InHM):Development and testing[J]. Advances in Water Resources,2006,29(6):930 − 943. doi: 10.1016/j.advwatres.2005.08.003 |
[37] | SHOKRI A. Developing a new numerical surface/subsurface model for irrigation and drainage system design[C]. Melbourne:IAHS-AISH Publication,2011,345. |
[38] | 齐永孟. 基于Saint-Venant方程组的大规模流体模拟研究与实现[D]. 青岛:青岛大学,2022. [QI Yongmeng. Research and implementation of large-scale fluid simulation based on Saint-Venant equations[D]. Qingdao:Qingdao University,2022. (in Chinese with English abstract)] QI Yongmeng. Research and implementation of large-scale fluid simulation based on Saint-Venant equations[D]. Qingdao: Qingdao University, 2022. (in Chinese with English abstract) |
[39] | BANERJEE D,GANGULY S. A review on the research advances in groundwater–surface water interaction with an overview of the phenomenon[J]. Water,2023,15(8):1552. doi: 10.3390/w15081552 |
[40] | GUEVARA-OCHOA C,MEDINA-SIERRA A,VIVES L. Spatio-temporal effect of climate change on water balance and interactions between groundwater and surface water in Plains[J]. Science of the Total Environment,2020,722:137886. doi: 10.1016/j.scitotenv.2020.137886 |
[41] | 薛禹群. 地下水动力学[M]. 2版. 北京:地质出版社,1997. [XUE Yuqun. Groundwater hydraulics[M]. 2nd ed. Beijing:Geological Publishing House,1997. (in Chinese with English abstract)] XUE Yuqun. Groundwater hydraulics[M]. 2nd ed. Beijing: Geological Publishing House, 1997. (in Chinese with English abstract) |
[42] | QI Peng,ZHANG Guangxin,XU Yijun,et al. Response of water resources to future climate change in a high-latitude river basin[J]. Sustainability,2019,11(20):5619. doi: 10.3390/su11205619 |
[43] | EBEL B A,MIRUS B B,HEPPNER C S,et al. First-order exchange coefficient coupling for simulating surface water–groundwater interactions:Parameter sensitivity and consistency with a physics-based approach[J]. Hydrological Processes,2009,23(13):1949 − 1959. doi: 10.1002/hyp.7279 |
[44] | LIGGETT J E,WERNER A D,SIMMONS C T. Influence of the first-order exchange coefficient on simulation of coupled surface–subsurface flow[J]. Journal of Hydrology,2012,414:503 − 515. |
[45] | KOLLET S J,SULIS M,MAXWELL R M,et al. The integrated hydrologic model intercomparison project,IH-MIP2:A second set of benchmark results to diagnose integrated hydrology and feedbacks[J]. Water Resources Research,2017,53(1):867 − 890. doi: 10.1002/2016WR019191 |
[46] | MAXWELL R M. Infiltration in arid environments:Spatial patterns between subsurface heterogeneity and water-energy balances[J]. Vadose Zone Journal,2010,9(4):970 − 983. doi: 10.2136/vzj2010.0014 |
[47] | MAXWELL R M,PUTTI M,MEYERHOFF S,et al. Surface-subsurface model intercomparison:A first set of benchmark results to diagnose integrated hydrology and feedbacks[J]. Water Resources Research,2014,50(2):1531 − 1549. doi: 10.1002/2013WR013725 |
[48] | ASHBY S F,FALGOUT R D. A parallel multigrid preconditioned conjugate gradient algorithm for groundwater flow simulations[J]. Nuclear Science and Engineering,1996,124(1):145 − 159. doi: 10.13182/NSE96-A24230 |
[49] | JONES J E,WOODWARD C S. Newton–Krylov-multigrid solvers for large-scale,highly heterogeneous,variably saturated flow problems[J]. Advances in Water Resources,2001,24(7):763 − 774. doi: 10.1016/S0309-1708(00)00075-0 |
[50] | MAXWELL R M,CONDON L E,KOLLET S J. A high-resolution simulation of groundwater and surface water over most of the continental US with the integrated hydrologic model ParFlow V3[J]. Geoscientific Model Development,2015,8(3):923 − 937. doi: 10.5194/gmd-8-923-2015 |
[51] | 陆峥,胡锦华,张圆,等. 基于水文集成模型ParFlow的黑河流域下游地下水-地表水相互作用模拟研究[J]. 安全与环境工程,2021,28(3):7 − 15. [LU Zheng,HU Jinhua,ZHANG Yuan,et al. Simulating groundwater-surface water interaction using an integrated hydrologic model ParFlow in the downstream of the Heihe River Basin[J]. Safety and Environmental Engineering,2021,28(3):7 − 15. (in Chinese with English abstract)] LU Zheng, HU Jinhua, ZHANG Yuan, et al. Simulating groundwater-surface water interaction using an integrated hydrologic model ParFlow in the downstream of the Heihe River Basin[J]. Safety and Environmental Engineering, 2021, 28(3): 7 − 15. (in Chinese with English abstract) |
[52] | KUFFOUR B N O,ENGDAHL N B,WOODWARD C S,et al. Simulating coupled surface–subsurface flows with ParFlow V3.5. 0:Capabilities,applications,and ongoing development of an open-source,massively parallel,integrated hydrologic model[J]. Geoscientific Model Development,2020,13(3):1373 − 1397. doi: 10.5194/gmd-13-1373-2020 |
[53] | TRAN H,LEONARDUZZI E,DE LA FUENTE L,et al. Development of a deep learning emulator for a distributed groundwater–surface water model:ParFlow-ML[J]. Water,2021,13(23):3393. doi: 10.3390/w13233393 |
[54] | MAXWELL R M,KOLLET S J. Interdependence of groundwater dynamics and land-energy feedbacks under climate change[J]. Nature Geoscience,2008,1:665 − 669. doi: 10.1038/ngeo315 |
[55] | CONDON L E,ATCHLEY A L,MAXWELL R M. Evapotranspiration depletes groundwater under warming over the contiguous United States[J]. Nature Communications,2020,11(1):873. doi: 10.1038/s41467-020-14688-0 |
[56] | MAINA F Z,SIIRILA-WOODBURN E R,VAHMANI P. Sensitivity of meteorological-forcing resolution on hydrologic variables[J]. Hydrology and Earth System Sciences,2020,24(7):3451 − 3474. doi: 10.5194/hess-24-3451-2020 |
[57] | SCHREINER-MCGRAW A P,AJAMI H. Impact of uncertainty in precipitation forcing data sets on the hydrologic budget of an integrated hydrologic model in mountainous terrain[J]. Water Resources Research,2020,56(12):e2020WR027639. doi: 10.1029/2020WR027639 |
[58] | 陆峥,孙景博,何源,等. 黑河流域中游灌区含水层系统异质性对地表热通量和温度的影响模拟[J]. 地理与地理信息科学,2021,37(6):7 − 15. [LU Zheng,SUN Jingbo,HE Yuan,et al. Impacts of subsurface aquifer heterogeneity on surface heat fluxes and temperature:A case study in the irrigation area in the middle reaches of the Heihe River Basin[J]. Geography and Geo-Information Science,2021,37(6):7 − 15. (in Chinese with English abstract)] LU Zheng, SUN Jingbo, HE Yuan, et al. Impacts of subsurface aquifer heterogeneity on surface heat fluxes and temperature: A case study in the irrigation area in the middle reaches of the Heihe River Basin[J]. Geography and Geo-Information Science, 2021, 37(6): 7 − 15. (in Chinese with English abstract) |
[59] | HERZOG A,HECTOR B,COHARD J M,et al. A parametric sensitivity analysis for prioritizing regolith knowledge needs for modeling water transfers in the West African critical zone[J]. Vadose Zone Journal,2021,20(6):e20163. doi: 10.1002/vzj2.20163 |
[60] | CONDON L E,ENGDAHL N,MAXWELL R M. ParFlow Advanced Short Course[Z/OL]. Arizona:University of Arizona,2019. (2019-10-04) [2024-01-01]. Https://github.com/hydroframe/ParFlow_Advanced_ShortCourse/blob/master/Additional_Materials/ |
[61] | HWANG H T,PARK Y J,SUDICKY E A,et al. A parallel computational framework to solve flow and transport in integrated surface–subsurface hydrologic systems[J]. Environmental Modelling & Software,2014,61:39 − 58. |
[62] | RAN Qihua,HONG Yanyan,CHEN Xiuxiu,et al. Impact of soil properties on water and sediment transport:A case study at a small catchment in the Loess Plateau[J]. Journal of Hydrology,2019,574:211 − 225. doi: 10.1016/j.jhydrol.2019.04.040 |
[63] | RAN Qihua,TANG Honglei,WANG Feng,et al. Numerical modelling shows an old check-dam still attenuates flooding and sediment transport[J]. Earth Surface Processes and Landforms,2021,46(8):1549 − 1567. doi: 10.1002/esp.5123 |
[64] | PHAM H T,RÜHAAK W,SCHUSTER V,et al. Fully hydro-mechanical coupled Plug-in (SUB+) in FEFLOW for analysis of land subsidence due to groundwater extraction[J]. SoftwareX,2019,9:15 − 19. doi: 10.1016/j.softx.2018.11.004 |
[65] | TANVIR HASSAN S M,LUBCZYNSKI M W,NISWONGER R G,et al. Surface–groundwater interactions in hard rocks in Sardon Catchment of western Spain:An integrated modeling approach[J]. Journal of Hydrology,2014,517:390 − 410. doi: 10.1016/j.jhydrol.2014.05.026 |
[66] | SOLEIMANI S,BOZORG-HADDAD O,BOROOMANDNIA A,et al. A review of conjunctive GW-SW management by simulation–optimization tools[J]. Journal of Water Supply:Research and Technology-Aqua,2021,70(3):239 − 256. doi: 10.2166/aqua.2021.106 |
[67] | NISWONGER R G,MORWAY E D,TRIANA E,et al. Managed aquifer recharge through off-season irrigation in agricultural regions[J]. Water Resources Research,2017,53(8):6970 − 6992. doi: 10.1002/2017WR020458 |
[68] | ANDERSON M P,WOESSNER W W,HUNT R J. Applied groundwater modeling:simulation of flow and advective transport[M]. 2nd ed. London: Academic Press, Elsevier, 2015:444-445. |
[69] | DOHERTY J. Modeling:Picture perfect or abstract art?[J]. Ground Water,2011,49(4):455. doi: 10.1111/j.1745-6584.2011.00812.x |
[70] | O’NEILL M M F,TIJERINA D T,CONDON L E,et al. Assessment of the ParFlow–CLM CONUS 1.0 integrated hydrologic model:Evaluation of hyper-resolution water balance components across the contiguous United States[J]. Geoscientific Model Development,2021,14(12):7223 − 7254. doi: 10.5194/gmd-14-7223-2021 |
[71] | CONDON L E,MAXWELL R M. Modified priority flood and global slope enforcement algorithm for topographic processing in physically based hydrologic modeling applications[J]. Computers & Geosciences,2019,126:73 − 83. |
[72] | SCHREINER-MCGRAW A P,AJAMI H. Combined impacts of uncertainty in precipitation and air temperature on simulated mountain system recharge from an integrated hydrologic model[J]. Hydrology and Earth System Sciences,2022,26(4):1145 − 1164. doi: 10.5194/hess-26-1145-2022 |
[73] | SHUAI Pin,CHEN Xingyuan,MITAL U,et al. The effects of spatial and temporal resolution of gridded meteorological forcing on watershed hydrological responses[J]. Hydrology and Earth System Sciences,2022,26(8):2245 − 2276. doi: 10.5194/hess-26-2245-2022 |
[74] | SULIS M,KEUNE J,SHRESTHA P,et al. Quantifying the impact of subsurface-land surface physical processes on the predictive skill of subseasonal mesoscale atmospheric simulations[J]. Journal of Geophysical Research:Atmospheres,2018,123(17):9131 − 9151. |
[75] | FOSTER L M,MAXWELL R M. Sensitivity analysis of hydraulic conductivity and Manning’s n parameters lead to new method to scale effective hydraulic conductivity across model resolutions[J]. Hydrological Processes,2019,33(3):332 − 349. doi: 10.1002/hyp.13327 |
[76] | MAXWELL R M,CONDON L E. Connections between groundwater flow and transpiration partitioning[J]. Science,2016,353(6297):377 − 380. doi: 10.1126/science.aaf7891 |
[77] | BARNES M L,WELTY C,MILLER A J. Global topographic slope enforcement to ensure connectivity and drainage in an urban terrain[J]. Journal of Hydrologic Engineering,2016,21(4):06015017. doi: 10.1061/(ASCE)HE.1943-5584.0001306 |
[78] | YUAN Lifeng,SINSHAW T,FORSHAY K J. Review of watershed-scale water quality and nonpoint source pollution models[J]. Geosciences,2020,10(25):1 − 36. |
[79] | TAIE SEMIROMI M,KOCH M. How do gaining and losing streams react to the combined effects of climate change and pumping in the gharehsoo river basin,Iran?[J]. Water Resources Research,2020,56(7):e2019WR025388. doi: 10.1029/2019WR025388 |
[80] | VAN ENGELENBURG J,HUETING R,RIJPKEMA S,et al. Impact of changes in groundwater extractions and climate change on groundwater-dependent ecosystems in a complex hydrogeological setting[J]. Water Resources Management,2018,32(1):259 − 272. doi: 10.1007/s11269-017-1808-1 |
[81] | ESSAID H I,CALDWELL R R. Evaluating the impact of irrigation on surface water–groundwater interaction and stream temperature in an agricultural watershed[J]. Science of the Total Environment,2017,599:581 − 596. |
[82] | 祁晓凡,李文鹏,崔虎群,等. 黑河流域中游盆地地表水与地下水转化机制研究[J]. 水文地质工程地质,2022,49(3):29 − 43. [QI Xiaofan,LI Wenpeng,CUI Huqun,et al. Study on the conversion mechanism of surface water and groundwater in the middle reaches of the Heihe River Basin[J]. Hydrogeology & Engineering Geology,2022,49(3):29 − 43. (in Chinese with English abstract)] QI Xiaofan, LI Wenpeng, CUI Huqun, et al. Study on the conversion mechanism of surface water and groundwater in the middle reaches of the Heihe River Basin[J]. Hydrogeology & Engineering Geology, 2022, 49(3): 29 − 43. (in Chinese with English abstract) |
[83] | SAHA G C,LI Jianbing,THRING R W,et al. Temporal dynamics of groundwater-surface water interaction under the effects of climate change:A case study in the Kiskatinaw River Watershed,Canada[J]. Journal of Hydrology,2017,551:440 − 452. doi: 10.1016/j.jhydrol.2017.06.008 |
[84] | VRZEL J,LUDWIG R,GAMPE D,et al. Hydrological system behaviour of an alluvial aquifer under climate change[J]. Science of the Total Environment,2019,649:1179 − 1188. doi: 10.1016/j.scitotenv.2018.08.396 |
[85] | CONDON L E,MAXWELL R M. Groundwater-fed irrigation impacts spatially distributed temporal scaling behavior of the natural system:A spatio-temporal framework for understanding water management impacts[J]. Environmental Research Letters,2014,9(3):034009. doi: 10.1088/1748-9326/9/3/034009 |
[86] | MANI A,TSAI F T C,KAO S C,et al. Conjunctive management of surface and groundwater resources under projected future climate change scenarios[J]. Journal of Hydrology,2016,540:397 − 411. doi: 10.1016/j.jhydrol.2016.06.021 |
[87] | SINGH A. Conjunctive use of water resources for sustainable irrigated agriculture[J]. Journal of Hydrology,2014,519:1688 − 1697. doi: 10.1016/j.jhydrol.2014.09.049 |
[88] | WANG Yiming,ZHOU Yuyu,FRANZ K J,et al. Irrigation plays significantly different roles in influencing hydrological processes in two breadbasket regions[J]. Science of the Total Environment,2022,844:157253. doi: 10.1016/j.scitotenv.2022.157253 |
[89] | DECHMI F,SKHIRI A. Evaluation of best management practices under intensive irrigation using SWAT model[J]. Agricultural Water Management,2013,123:55 − 64. doi: 10.1016/j.agwat.2013.03.016 |
[90] | LIU Luguang,CUI Yuanlai,LUO Yufeng. Integrated modeling of conjunctive water use in a canal-well irrigation district in the lower Yellow River Basin,China[J]. Journal of Irrigation and Drainage Engineering,2013,139(9):775 − 784. doi: 10.1061/(ASCE)IR.1943-4774.0000620 |
[91] | PARSAPOUR-MOGHADDAM P,ABED-ELMDOUST A,KERACHIAN R. A heuristic evolutionary game theoretic methodology for conjunctive use of surface and groundwater resources[J]. Water Resources Management,2015,29(11):3905 − 3918. doi: 10.1007/s11269-015-1035-6 |
[92] | WU Bin,ZHENG Yi,WU Xin,et al. Optimizing water resources management in large river basins with integrated surface water-groundwater modeling:A surrogate-based approach[J]. Water Resources Research,2015,51(4):2153 − 2173. doi: 10.1002/2014WR016653 |
[93] | LI Lei,XU Zongxue,ZHAO Jie,et al. A distributed hydrological model in the Heihe River Basin and its potential for estimating the required irrigation water[J]. Hydrology Research,2017,48(1):191 − 213. doi: 10.2166/nh.2016.024 |
[94] | CONDON L E,KOLLET S,BIERKENS M F P,et al. Global groundwater modeling and monitoring:Opportunities and challenges[J]. Water Resources Research,2021,57(12):2020WR029500. doi: 10.1029/2020WR029500 |
[95] | ELSHALL A S,ARIK A D,EL-KADI A I,et al. Groundwater sustainability:A review of the interactions between science and policy[J]. Environmental Research Letters,2020,15(9):093004. doi: 10.1088/1748-9326/ab8e8c |
[96] | WU Bin,ZHENG Yi,TIAN Yong,et al. Systematic assessment of the uncertainty in integrated surface water-groundwater modeling based on the probabilistic collocation method[J]. Water Resources Research,2014,50(7):5848 − 5865. doi: 10.1002/2014WR015366 |
[97] | 刘欢,杜军凯,贾仰文,等. 面向大尺度区域分布式水文模型的子流域划分方法改进[J]. 工程科学与技术,2019,51(1):36 − 44. [LIU Huan,DU Junkai,JIA Yangwen,et al. Improvement of watershed subdivision method for large scale regional distributed hydrology model[J]. Advanced Engineering Sciences,2019,51(1):36 − 44. (in Chinese with English abstract)] LIU Huan, DU Junkai, JIA Yangwen, et al. Improvement of watershed subdivision method for large scale regional distributed hydrology model[J]. Advanced Engineering Sciences, 2019, 51(1): 36 − 44. (in Chinese with English abstract) |
[98] | 雷晓辉,王海潮,田雨,等. 南水北调中线受水区分布式水文模型子流域划分研究[J]. 南水北调与水利科技,2009,7(3):10 − 13. [LEI Xiaohui,WANG Haichao,TIAN Yu,et al. Subbasin delineation for the service areas of south-to-north water diversion project[J]. South-to-North Water Transfers and Water Science & Technology,2009,7(3):10 − 13. (in Chinese with English abstract)] doi: 10.3969/j.issn.1672-1683.2009.03.003 LEI Xiaohui, WANG Haichao, TIAN Yu, et al. Subbasin delineation for the service areas of south-to-north water diversion project[J]. South-to-North Water Transfers and Water Science & Technology, 2009, 7(3): 10 − 13. (in Chinese with English abstract) doi: 10.3969/j.issn.1672-1683.2009.03.003 |
[99] | 韩鹏飞,王旭升,蒋小伟,等. 跨流域地下水循环研究进展[J]. 地质科技通报,2023,42(4):107 − 117. [HAN Pengfei,WANG Xusheng,JIANG Xiaowei,et al. Advances in interbasin groundwater circulation[J]. Bulletin of Geological Science and Technology,2023,42(4):107 − 117. (in Chinese with English abstract)] HAN Pengfei, WANG Xusheng, JIANG Xiaowei, et al. Advances in interbasin groundwater circulation[J]. Bulletin of Geological Science and Technology, 2023, 42(4): 107 − 117. (in Chinese with English abstract) |
[100] | CONDON L E,MARKOVICH K H,KELLEHER C A,et al. Where is the bottom of a watershed?[J]. Water Resources Research,2020,56(3):e2019WR026010. doi: 10.1029/2019WR026010 |
A schematic of groundwater-surface water interaction
ParFlow-CLM flow chart (modified after Condon et al[60])