Abstract
During the irrigation period, the interactions between the linked lake-groundwater systems are complicated and change. This is because natural and human activities are happening at the same time, which makes it harder to identify the interactions. This study uses data on water level, hydrochemistry, and hydrogen-oxygen stable isotopes to analyze the hydrodynamics, electrical conductivity (EC), isotopic characteristics, and spatial distribution of lake water and groundwater to reveal lake-groundwater interactions. The results indicate that the hydrochemical type of Chagan Lake and groundwater is dominated by the HCO3-Na type. The key hydrochemical indicator EC obtained by principal component analysis (PCA) can be used to reveal the lake–groundwater interaction, and the interaction should be identified by location according to the significant correlation between hierarchical clustering results and regional distribution. The lake body’s geographic coefficient of variation for EC and δ18O is small, and irrigation return flow is one factor in the region’s surface water’s significant spatial variation for EC and δ18O. The three study methods indicate that the groundwater supplies the lake in the vicinity of the Huoling River-Hongzi Pool, while in other sections, the lake water leaks and replenishes the groundwater, exhibiting geographic inconsistency. The isotope method was employed as a support tool to determine that groundwater might recharge the lake at Xinmiao Pool. According to the calculations of the Mix SIAR model, the groundwater recharge contribution rate in the Xinmiao Pool section is approximately 51%, while in the remaining sections, the contribution rate of lake water to groundwater ranges from approximately 25% to 52%. Therefore, the identification of the interaction is crucial for the linked irrigated lake-groundwater system where water sources are scarce and threatened by agricultural pollution.
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References
Álvarez-Amado F, Tardani D, Poblete-González C, Godfrey L, Matte-Estrada D (2022) Hydrogeochemical processes controlling the water composition in a hyperarid environment: new insights from Li, B, and Sr isotopes in the Salar de Atacama. Sci Total Environ 835:155470. https://doi.org/10.1016/j.scitotenv.2022.155470
Bizhanimanzar M, Leconte R, Nuth M (2020) Catchment-scale integrated surface water-groundwater hydrologic modelling using conceptual and physically based models: a model comparison study. Water 12(2):363. https://doi.org/10.3390/w12020363
Borchers A, Pieler T (2010) Programming pluripotent precursor cells derived from Xenopus embryos to generate specific tissues and organs. Genes 1(3):413–426. https://doi.org/10.3390/genes1030413
Boreux MP, Lamoureux SF, Cumming BF (2021) Use of water isotopes and chemistry to infer the type and degree of exchange between groundwater and lakes in an esker complex of northeastern Ontario, Canada. Hydrol Earth Syst Sci 25(12):6309–6332. https://doi.org/10.5194/hess-25-6309-2021
Chen D, Lijuan Z, Yiping Y, Yufeng Z, Dong L (2022) Stable isotopic compositions of precipitation and water vapor origins in Harbin. J Environ Sci 42:94–105. https://doi.org/10.13671/j.hjkxxb.2022.0007
Chiu Y-C, Lee T-Y, Hsu S-Y, Liao L-Y (2020) The effect of hydrological conditions and bioactivities on the spatial and temporal variations of streambed hydraulic characteristics at the subtropical alpine catchment. J Hydrol 584:124665. https://doi.org/10.1016/j.jhydrol.2020.124665
Ćuk M, Jemcov I, Mladenović A, Čokorilo Ilić M (2020) Hydrochemical impact of the hydraulic tunnel on groundwater in the complex aquifer system in Pirot, Serbia. Carbonates Evaporites 35(2):31. https://doi.org/10.1007/s13146-020-00563-y
Dimova NT, Burnett WC (2011) Evaluation of groundwater discharge into small lakes based on the temporal distribution of radon-222. Limnol Oceanogr 56(2):486–494. https://doi.org/10.4319/lo.2011.56.2.0486
Gan Y et al (2018) Groundwater flow and hydrogeochemical evolution in the Jianghan Plain, central China. Hydrogeol J 26(5):1609–1623. https://doi.org/10.1007/s10040-018-1778-2
Guggenmos MR, Daughney CJ, Jackson BM, Morgenstern U (2011) Regional-scale identification of groundwater-surface water interaction using hydrochemistry and multivariate statistical methods, Wairarapa Valley, New Zealand. Hydrol Earth Syst Sci 15(11):3383–3398. https://doi.org/10.5194/hess-15-3383-2011
Guo W, Wang Y, Shi J, Zhao X, Xie Y (2020) Sediment information on natural and anthropogenic-induced change of connected water systems in Chagan Lake, North China. Environ Geochem Health 42(3):795–808. https://doi.org/10.1007/s10653-019-00280-z
Guo X et al (2019) Identifying the origin of groundwater for water resources sustainable management in an arid oasis, China. Hydrol Sci J 64(10):1253–1264. https://doi.org/10.1080/02626667.2019.1619080
Haque A, Salama A, Lo K, Wu P (2021) Development of an integrated numerical flow model in the Prairie Environment – a case study of the Leech Lake Aquifer system, Saskatchewan, Canada. J Hydrol Reg Stud 36:100869. https://doi.org/10.1016/j.ejrh.2021.100869
Hillel N et al (2019) Identifying spatiotemporal variations in groundwater-surface water interactions using shallow pore water chemistry in the lower Jordan river. Adv Water Resour 131:103388. https://doi.org/10.1016/j.advwatres.2019.103388
Hongbiao G, Baoming C, He W, Yaowen Z, Mingyuan W (2017) Relationship between surface water and groundwater in the Liujiang Basin—hydrochemical constrains. Advances. Earth Sci 32(08):789–799. https://doi.org/10.11867/j.issn.1001-8166.2017.08.0789
Hui Q, Yan D, Xijian L, Bingchao Y, Zhenhong Z (2007) Changes of stable hydrogen and oxygen isotopes along the flow and their implications for river evaporation in Dusitu River. Hydrogeology. Eng Geol 1:107–112. https://doi.org/10.16030/j.cnki.issn.1000-3665.2007.01.024
Irvine DJ, Cranswick RH, Simmons CT, Shanafield MA, Lautz LK (2015) The effect of streambed heterogeneity on groundwater-surface water exchange fluxes inferred from temperature time series. Water Resour Res 51(1):198–212. https://doi.org/10.1002/2014wr015769
Jia S et al (2021) Quantitative evaluation of groundwater and surface water interaction characteristics during a dry season. Water Environ J 35(4):1348–1361. https://doi.org/10.1111/wej.12734
Ju H et al (2023) A comprehensive study of the source, occurrence, and spatio-seasonal dynamics of 12 target antibiotics and their potential risks in a cold semi-arid catchment. Water Res 229:119433. https://doi.org/10.1016/j.watres.2022.119433
Kebede S, Charles K, Godfrey S, MacDonald A, Taylor RG (2021) Regional-scale interactions between groundwater and surface water under changing aridity: evidence from the River Awash Basin, Ethiopia. Hydrol Sci J 66(3):450–463. https://doi.org/10.1080/02626667.2021.1874613
Kim J, Kim H, Lee K-K (2020) Application of 222Rn and microbial diversity to characterize groundwater/surface-water interactions in a riverside area (South Korea). Hydrogeol J 28(4):1173–1189. https://doi.org/10.1007/s10040-020-02148-4
Li Z et al (2022) Analysis of landscape change and its driving mechanism in Chagan Lake National Nature Reserve. Sustainability 14(9):5675. https://doi.org/10.3390/su14095675
Lin J et al (2018) Groundwater sustainability and groundwater/surface-water interaction in arid Dunhuang Basin, northwest China. Hydrogeol J 26(5):1559–1572. https://doi.org/10.1007/s10040-018-1743-0
Liu X et al (2021a) Spatiotemporal dynamics of succession and growth limitation of phytoplankton for nutrients and light in a large shallow lake. Water Res 194:116910. https://doi.org/10.1016/j.watres.2021.116910
Liu X et al (2020) Assessment of water quality of best water management practices in lake adjacent to the high-latitude agricultural areas, China. Environ Sci Pollut Res 27(3):3338–3349. https://doi.org/10.1007/s11356-019-06858-5
Liu X et al (2021b) Determining water allocation scheme to attain nutrient management objective for a large lake receiving irrigation discharge. J Hydrol 603:126900. https://doi.org/10.1016/j.jhydrol.2021.126900
Loh YSA et al (2022) Groundwater-surface water interactions: application of hydrochemical and stable isotope tracers to the lake bosumtwi area in Ghana. Environ Earth Sci 81(22):518. https://doi.org/10.1007/s12665-022-10644-x
Lou S, Liu SG, Ma G, Zhong GH, Li B (2018) Fully integrated modeling of surface water and groundwater in coastal areas. J Hydrodyn 30(3):441–452. https://doi.org/10.1007/s42241-018-0047-0
Lu Y et al (2022) Comparison of gut microbial communities, free amino acids or fatty acids contents in the muscle of wild Aristichthys nobilis from Xinlicheng reservoir and Chagan lake. BMC Microbiol 22(1):32. https://doi.org/10.1186/s12866-022-02440-1
Lucía S, Romina S, Eleonora C, Esteban V, Héctor P (2019) Using H, O, Rn isotopes and hydrometric parameters to assess the surface water-groundwater interaction in coastal wetlands associated to the marginal forest of the Río de la Plata. Cont Shelf Res 186:104–110. https://doi.org/10.1016/j.csr.2019.08.002
Ma R, Sun Z, Chang Q, Ge M, Pan Z (2021) Control of the interactions between stream and groundwater by permafrost and seasonal frost in an alpine catchment, Northeastern Tibet Plateau, China. J Geophys Res Atmos 126(5). https://doi.org/10.1029/2020jd033689
Mamer EA, Lowry CS (2013) Locating and quantifying spatially distributed groundwater/surface water interactions using temperature signals with paired fiber-optic cables. Water Resour Res 49(11):7670–7680. https://doi.org/10.1002/2013wr014235
Moore JW, Semmens BX (2008) Incorporating uncertainty and prior information into stable isotope mixing models. Ecol Lett 11(5):470–480. https://doi.org/10.1111/j.1461-0248.2008.01163.x
Rautio A, Korkka-Niemi K (2015) Chemical and isotopic tracers indicating groundwater/surface-water interaction within a boreal lake catchment in Finland. Hydrogeol J 23(4):687–705. https://doi.org/10.1007/s10040-015-1234-5
Reeves J, Hatch CE (2016) Impacts of three-dimensional nonuniform flow on quantification of groundwater-surface water interactions using heat as a tracer. Water Resour Res 52(9):6851–6866. https://doi.org/10.1002/2016wr018841
Santos IR, Eyre BD, Huettel M (2012) The driving forces of porewater and groundwater flow in permeable coastal sediments: a review. Estuar Coast Shelf Sci 98:1–15. https://doi.org/10.1016/j.ecss.2011.10.024
Schuster PF et al (2003) Characterization of lake water and ground water movement in the littoral zone of Williams Lake, a closed-basin lake in north central Minnesota. Hydrol Process 17(4):823–838. https://doi.org/10.1002/hyp.1211
Shuler CK et al (2020) Understanding surface water–groundwater interaction, submarine groundwater discharge, and associated nutrient loading in a small tropical island watershed. J Hydrol 585:124342. https://doi.org/10.1016/j.jhydrol.2019.124342
Song Y, Zhang Q, Melack JM, Li Y (2023) Groundwater dynamics of a lake-floodplain system: role of groundwater flux in lake water storage subject to seasonal inundation. Sci Total Environ 857:159414. https://doi.org/10.1016/j.scitotenv.2022.159414
Sun S, Zhang G, Huang Z, Xu C, Li R (2014) Hydrological regimes of Chagan Lake in Western Jilin Province. Wetl Sci 12(01):43–48. https://doi.org/10.13248/j.cnki.wetlandsci.2014.01.028
Teng Y et al (2018) Water quality responses to the interaction between surface water and groundwater along the Songhua River, NE China. Hydrogeol J 26(5):1591–1607. https://doi.org/10.1007/s10040-018-1738-x
van Driezum IH et al (2018) Spatiotemporal analysis of bacterial biomass and activity to understand surface and groundwater interactions in a highly dynamic riverbank filtration system. Sci Total Environ 627:450–461. https://doi.org/10.1016/j.scitotenv.2018.01.226
Wang F (1995) Spatial and temporal distribution of hydrogen and oxygen isotope concentration field in atmospheric precipitation and its environmental effect in Jilin Province. Hydrogeol Eng geology(04):28–31. https://doi.org/10.16030/j.cnki.issn.1000-3665.1995.04.011
Wang F et al (2023a) A modeling approach to the efficient evaluation and analysis of water quality risks in cold zone lakes: a case study of Chagan Lake in Northeast China. Environ Sci Pollut Res Int 30(12):34255–34269. https://doi.org/10.1007/s11356-022-24262-4
Wang S et al (2018) Combination of CFCs and stable isotopes to characterize the mechanism of groundwater-surface water interactions in a headwater basin of the North China Plain. Hydrol Process 32(11):1571–1587. https://doi.org/10.1002/hyp.11494
Wang W et al (2023b) Water quality and interaction between groundwater and surface water impacted by agricultural activities in an oasis-desert region. J Hydrol 617:128937. https://doi.org/10.1016/j.jhydrol.2022.128937
Wang X, Zhang G, Xu YJ, Sun G (2015) Identifying the regional-scale groundwater-surface water interaction on the Sanjiang Plain, Northeast China. Environ Sci Pollut Res Int 22(21):16951–16961. https://doi.org/10.1007/s11356-015-4914-8
Wang Y, Shi L, Wang M, Liu T (2020) Hydrochemical analysis and discrimination of mine water source of the Jiaojia gold mine area, China. Environ Earth Sci 79(6):1–14. https://doi.org/10.1007/s12665-020-8856-1
Wang Y, Yin D, Qi X, Xu R (2022) Hydrogen and oxygen isotope characteristics of different water and indicative significance in Baiyangdian Lake. Environ Sci 43(04):1920–1929. https://doi.org/10.13227/j.hjkx.202108202
Wellman TP, Voss CI, Walvoord MA (2013) Impacts of climate, lake size, and supra- and sub-permafrost groundwater flow on lake-talik evolution, Yukon Flats, Alaska (USA). Hydrogeol J 21(1):281–298. https://doi.org/10.1007/s10040-012-0941-4
Wen Y, Wan H, Shang S, Rahman KU (2022) A monthly distributed agro-hydrological model for irrigation district in arid region with shallow groundwater table. J Hydrol 609:127746. https://doi.org/10.1016/j.jhydrol.2022.127746
Wu H et al (2021) Stable isotope signatures of river and lake water from Poyang Lake, China: implications for river–lake interactions. J Hydrol 592:125619. https://doi.org/10.1016/j.jhydrol.2020.125619
Xia C et al (2020) Revealing the impact of water conservancy projects and urbanization on hydrological cycle based on the distribution of hydrogen and oxygen isotopes in water. Environ Sci Pollut Res 28(30):40160–40177. https://doi.org/10.1007/s11356-020-11647-6
Xiao W et al (2016) Spatial distribution and temporal variability of stable water isotopes in a large and shallow lake. Isot Environ Health Stud 52(4-5):443–454. https://doi.org/10.1080/10256016.2016.1147442
Xie Y, Batlle-Aguilar J (2017) Limits of heat as a tracer to quantify transient lateral river-aquifer exchanges. Water Resour Res 51(9):7740–7755. https://doi.org/10.1002/2017WR021120
Xie Y, Cook PG, Simmons CT, Zheng C (2015) On the limits of heat as a tracer to estimate reach-scale river-aquifer exchange flux. Water Resour Res 51(9):7401–7416. https://doi.org/10.1002/2014wr016741
Xu P et al (2022) Characteristics of fluoride migration and enrichment in groundwater under the influence of natural background and anthropogenic activities. Environ Pollut 314:120208. https://doi.org/10.1016/j.envpol.2022.120208
Xu P et al (2021) Simulation study on the migration of F(-) in soil around Chagan Lake, China. Environ Sci Pollut Res 28(33):45155–45167. https://doi.org/10.1007/s11356-021-13635-w
Yang J et al (2020) Evaluation of surface water and groundwater interactions in the upstream of Kui river and Yunlong lake, Xuzhou, China. J Hydrol 583:124549. https://doi.org/10.1016/j.jhydrol.2020.124549
Yang X, Hu J, Ma R, Sun Z (2021) Integrated hydrologic modelling of groundwater-surface water interactions in cold regions. Front Earth Sci 9:721009. https://doi.org/10.3389/feart.2021.721009
Yu Y et al (2020) Effects of valley reshaping and damming on surface and groundwater nitrate on the Chinese Loess Plateau. J Hydrol 584:124702. https://doi.org/10.1016/j.jhydrol.2020.124702
Zhang L et al (2022) Antibiotics in fish caught from ice-sealed waters: spatial and species variations, tissue distribution, bioaccumulation, and human health risk. Sci Total Environ 821:153354. https://doi.org/10.1016/j.scitotenv.2022.153354
Zhao D et al (2018) Groundwater-surface water interactions derived by hydrochemical and isotopic (222Rn, deuterium, oxygen-18) tracers in the Nomhon area, Qaidam Basin, NW China. J Hydrol 565:650–661. https://doi.org/10.1016/j.jhydrol.2018.08.066
Funding
This work was jointly funded by the Key Projects of Jilin Provincial Department of Science and Technology (20230303007SF), the Natural Science Foundation of Jilin Province (Grant No. 20220101173JC), and the National Natural Science Foundation of China (Grant No. 42272299). We also gratefully acknowledge to the Project funding of the Songliao River Water Resources Commission “Evaluation of Groundwater Quality in Songliao Basin in 2022 and Analysis of Groundwater Levels in Plain Areas.” In addition, the Science and Technology Research Project of Jilin Provincial Education Department (Grant No. JJKH20221013KJ) was also funded.
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Murong Li: conceptualization, formal analysis, investigation, writing – original draft. Jianmin Bian: resources, writing – review and editing, supervision, project administration, funding acquisition. Yu Wang: conceptualization, methodological guidance, investigation. Xinying Cui: funding acquisition, technical guidance. Yuanfang Ding: funding acquisition, technical guidance. Xiaoqing Sun: investigation, data curation. Fan Wang: investigation, resources, visualization. Yuqi Lou: investigation, visualization.
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Highlights
• The key indicator, electrical conductivity (EC), selected by principal component analysis (PCA), can be used to reveal lake-groundwater interactions.
• The interaction of linked irrigated lake-groundwater system was identified by various methods.
• Hydrogen and oxygen isotopes can help identify the interaction near key sites.
• Applying the Mix SIAR model to determine the contribution rates of lake-groundwater interconversion.
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Li, ., Bian, J., Wang, Y. et al. Identifying interactions of linked irrigated lake-groundwater system by combining hydrodynamic and hydrochemical method. Environ Sci Pollut Res 30, 91956–91970 (2023). https://doi.org/10.1007/s11356-023-28884-0
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DOI: https://doi.org/10.1007/s11356-023-28884-0