Abstract
The hydrodynamics and water quality of a lake in response to human activities is an important yet poorly understood issue. In this study, the responses of flow field, water level, and water quality of the Hongze Lake to changes in land use, project operation, and pollution accident were investigated using the 2D hydrodynamic model, water quality model, and hydrological model. The results show that project operations have more significant effects on the hydrodynamics and water quality of the Hongze Lake than changes in land use. In addition, the construction and operation of various water conservancy projects could increase pollutant diffusion and water exchange, thus contributing to improve the water quality of the Hongze Lake, but there is a need to solve the problem of rising water level in the Lihe depression lake area. The increase of urban and farmland area can significantly affect the flow of the Hongze Lake that could increase the flood risk. The simulations of the loosely coupled model imply that the coupling among the hydrodynamic model, water quality model, and SWAT model for the lake basin is feasible. Furthermore, a model based on the space grid was proposed in the study and combined with the verified loosely coupled model to assess the flood risk in the Hongze Lake, which could improve water resources and flood retarding basin operations.
Similar content being viewed by others
Availability of data and materials
Some or all data, models, or code generated or used during the study are available from the corresponding author by request.
References
Montanari A, Young G, Savenije HHG, Hughes D, Wagener T, Ren LL, Koutsoyiannis D, Cudennec C, Toth E, Grimaldi S, Blöschl G, Sivapalan M, Beven K, Gupta H, Hipsey M, Schaefli B, Arheimer B, Boegh E, Schymanski SJ, di Baldassarre G, Yu B, Hubert P, Huang Y, Schumann A, Post DA, Srinivasan V, Harman C, Thompson S, Rogger M, Viglione A, McMillan H, Characklis G, Pang Z, Belyaev V (2013) Panta Rhei-everything flows: change in hydrology and society-the IAHS Scientific Decade 2013-2022. Hydrological Sciences Journal-Journal Des Sciences Hydrologiques 58(6):1256–1275
Anderson EJ, Schwab DJ, Lang GA (2010) Real-time hydraulic and hydrodynamic model of the St. Clair River, Lake St. Clair, Detroit River system. J Hydraul Eng 136(8):507–518
Chen J, Zhang DW, Xie P, Wang Q, Ma Z (2009) Simultaneous determination of microcystin contaminations in various vertebrates (fish, turtle, duck and water bird) from a large eutrophic Chinese Lake, Lake Taihu, with toxic Microcystis blooms. Sci Total Environ 407:3317–3322
Dargahi B, Setegn SG (2011) Combined 3D hydrodynamic and watershed modelling of Lake Tana, Ethiopia. J Hydrol 398(1–2):44–64
Duan Q, Sorooshian S, Gupta V (1992) Effective and efficient global optimization for conceptual rainfall-runoff models. Water Resour Res 28(4):1015–1031
Gassman PW, Reyes MR, Green CH et al (2007) The soil and water assessment tool: historical development, applications, and future research directions. Trans ASABE 50(4):1211–1250
Georgakakos AP, Yao H, Kistenmacher M et al (2012) Value of adaptive water resources management in northern California under climatic variability and change: reservoir management. J Hydrol 412(1):34–46
Haghighi AT, Kløve B (2015) A sensitivity analysis of lake water level response to changes in climate and river regimes. Limnologica-Ecology and Management of Inland Waters 51:118–130
Hering JG, Ingold KM (2012) Water management. Water resources management: what should be integrated? Science 336(6086):1234–1245
Ho H C, Huang G X, Liang D F. (2016) Hydrodynamics and pollutant transport modeling of Poyang Lake. China for the study of downstream engineering control’s effect
Huang L, Sun K, Ban J, Bi J (2010) Public perception of blue-algae bloom risk in Hongze Lake of China. Environ Manag 45(5):1065–1075
Huang MT, Tian Y (2019) An integrated graphic modeling system for three-dimensional hydrodynamic and water quality simulation in lakes. ISPRS Int J Geo Inf 8(1)
Jiang H, Chen C C, Zhu Q. (2008) Consideration on utilization of river lake depression in Huaihe River regulation planning. Jianghuai water resources Science and Technology, (03): 7–8, 10
Jin KR, Hamrick JH, Tisdale T (2000) Application of three-dimensional hydrodynamic model for Lake Okeechobee. J Hydraul Eng 126(10):758–771
Liu WC, Chen WB, Kimura N (2009) Impact of phosphorus load reduction on water quality in a stratified reservoir-eutrophication modeling study. Environ Monit Assess 159:393–406
Ma RY, Du Y, Li K (2019) Study on flood control risk of flood control engineering system based on the clustering of measured data. Cluster Computing-the Journal of Networks Software Tools And Applications 22:S6541–S6549
Milly PC, Betancourt J, Falkenmark M, Hirsch RM, Kundzewicz ZW, Lettenmaier DP, Stouffer RJ (2008) Stationarity is dead: whither water management? Science 319(5863):573–584
Missaghi S, Hondzo M (2010) Evaluation and application of a three-dimensional water quality model in a shallow lake with complex morphometry. Ecol Model 221(11):1512–1525
Nash MS, Heggem DT, Ebert D et al (2009) Multi-scalelandscape factors influencing stream water quality in the state of Oregon. Environ Monit Assess 156(1/4):343–360
Niedda M, Pirastru M, Castellini M, Giadrossich F (2014) Simulating the hydrological response of a closed catchment-lake system to recent climate and land-use changes in semi-arid Mediterranean environment. J Hydrol 517:732–745
Nikora V (2010) Hydrodynamics of aquatic ecosystems: an interface between ecology, biomechanics and environmental fluid mechanics. River Res Appl 26(4):367–384
Pham SV (2008) Spatial variability of climate and land-use effects on lakes of the northern Great Plains. Limnol Oceanogr 53:728–742
Ren Y, Pei H, Hu W, Tian C, Hao D, Wei J, Feng Y (2014) Spatiotemporal distribution pattern of cyanobacteria community and its relationship with the environmental factors in Hongze Lake, China. Environ Monit Assess 186(10):6919–6933
Romanowicz AA, Vanclooster M, Rounsevell M, la Junesse I (2005) Sensitivity of the SWAT model to the soil and land use data parametrisation: a case study in the Thyle catchment, Belgium. Ecol Model 187(1):27–39
Santhi C, Arnold JG, Williams JR et al (2010) Validation of the swat model on a large RWER basin with point and nonpoint sources. Jawra J Am Water Resour Assoc 37(5):1169–1188
Sharip Z, Yanagawa R, Terasawa T (2016) Eco-hydrodynamic modelling of Chini Lake: model description. Environ Model Assess 21(2):1–18
Kim S-C, Cerco CF, Johnson BH (2006) Three-dimensional management model for Lake Washington, part I: introduction and hydrodynamic modeling. Lake Reserv Manage 22(2):103–114
Tian C, Pei H, Hu W, Hao D, Doblin MA, Ren Y, Wei J, Feng Y (2015) Variation of phytoplankton functional groups modulated by hydraulic controls in Hongze Lake, China. Environ Sci Pollut Res 22(22):18163–18175
Tongal H, Berndtsson R (2014) Phase-space reconstruction and self-exciting threshold modeling approach to forecast lake water levels. Stoch Env Res Risk A 28(4):955–971
Tranvik LJ, Ja D, Cotner JB, LOiselle SA, Rg S, Ballatore TJ, Dillon P, Finlay K, Fortino K, Knoll LB (2009) Lakes and reservoirs as regulators of carbon cycling and climate. Limnol Oceanogr 54:2298–2314
Vörösmarty CJ, Mcintyre PB, Gessner MO et al (2010) Global threats to human water security and river biodiversity. Nature 467(7315):555–561
Wang ZL, Wang GX (2007) Health assessment index system of Hongze Lake wetland ecosystem. Chin J Eco-Agric 15(6):152–155
Wei X, Soboyejo ABO, Dong B et al (2012) Numerical and multivariate stochastic approaches to characterize flow in a constructed wetland basin. Stoch Env Res Risk A 26(4):545–556
White KL, Chaubey I (2005) Sensitivity analysis, calibration, and validations for a multisite and multivariable SWAT model. J Am Water Resour Assoc 41(5):1077–1089
Xu Z, Godrej AN, Grizzard TJ (2007) The hydrological calibration and validation of a complexly-linked watershed–reservoir model for the Occoquan watershed, Virginia. J Hydrol 345(3):167–183
Yerubandi RR, Huang A, William M. Schertzer, et al. (2012) Modelling of physical processes and assessment of climate change impacts in Great Bear Lake. Atmosphere-Ocean 50(3):317–333
Yu D, Shi P, Liu Y, Xun B (2013) Detecting land use-water quality relationships from the viewpoint of ecological restoration in an urban area. Ecol Eng 53:205–216
Zhang B, Zheng XL, Zheng TY et al (2019) The influence of slope collapse on water exchange between a pit lake and a heterogeneous aquifer. Front Environ Sci Eng 13(2)
Zhang F, Yang YH, Leng YY (2013) Response of ecosystem service value to land use change around Hongze Lake. Journal of Huaiyin Techers College (Natural Science Edition) 02:149–153
Zhu CJ, Liang Q, Yan F et al (2013) Reduction of waste water in Erhai Lake based on MIKE21 hydrodynamic and water quality model. Sci World J 2013:958506
Acknowledgements
The research would not have been possible without the interest and cooperation of China Eastern Route Corporation of South-To-North Water Diversion.
Funding
This work was supported by the National Key R&D Program of China (2018YFC0407701), Project funded by China Postdoctoral Science Foundation (2019M652551), Postdoctoral Research Sponsorship in Henan Province (19030096), Key Project Plan of Water Resources Department of Henan Province (GG202064), and State Key Laboratory Foundation of Simulation and Regulation of Water Cycle in River Basin (SKL2018ZY06).
Author information
Authors and Affiliations
Contributions
Bojun Liu: conceptualization, methodology, modeling, writing–original draft.
Siyu Cai: data curation, investigation, writing–reviewing and editing.
Hao Wang: conceptualization, methodology, supervision, writing–reviewing and editing.
Changyong Cui: methodology, resources, validation.
Xinyi Cao: writing–reviewing and editing.
Corresponding author
Ethics declarations
Ethics approval and consent to participate
Not Applicable.
Consent for publication
All authors have checked the manuscript and have agreed to the publication on Environmental Science and Pollution Research.
Competing interests
The authors declare no competing interests.
Additional information
Responsible Editor: Xianliang Yi
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Liu, B., Cai, S., Wang, H. et al. Hydrodynamics and water quality of the Hongze Lake in response to human activities. Environ Sci Pollut Res 28, 46215–46232 (2021). https://doi.org/10.1007/s11356-021-12960-4
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-021-12960-4