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Erschienen in: Environmental Earth Sciences 18/2016

01.09.2016 | Original Article

The key technologies for eutrophication simulation and algal bloom prediction in Lake Taihu, China

Erschienen in: Environmental Earth Sciences | Ausgabe 18/2016

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Abstract

An integrated system including eutrophication simulation and algal bloom predication was established and applied in Lake Taihu. The mechanic models, which are based on a three-dimensional numerical model coupling hydrodynamic module, pollutant transport module, suspended sediment resuspension module, wind wave module and algal bloom predication module, can simulate not only the single function such as current pattern, nutrient distribution, sediment concentration and wave height field, but also the interaction among them. Using these models, some complex phenomenon such as endogenous pollution can be simulated. In the study, some key technologies are introduced to make the simulation reasonable and feasible. First, a new method for predicting algal bloom is introduced. Differing from the traditional phytoplankton dynamic model, judging the algal bloom through biomass or chlorophyll concentration, the method quantitatively estimates algal growth state switching among bloom, collapse and steady based on algal stability criterion in water column. Second, the sediment resuspension is estimated using calibrated critical shear stresses derived from remote sensing data and the wave-enhanced bottom stress during the windy days. Third, a user-friendly operation environment based on plug-in development and geographic information system is developed. The tests demonstrated that the system could both simulate the reactive solutes such as BOD and DO and the suspended sediment correctly under interaction of gravity and turbulent diffusion. The simulation results demonstrated that the system could obtain reasonable and reliable simulated results in Lake Taihu.

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Literatur
Zurück zum Zitat Ambrose RB et al (1988) WASP4, a hydrodynamic and water quality model–model theory. User’s Manual, and Programmer’s Guide. U.S. Environmental Protection Agency, Athens, GA. EPA/600/3-87-039 Ambrose RB et al (1988) WASP4, a hydrodynamic and water quality model–model theory. User’s Manual, and Programmer’s Guide. U.S. Environmental Protection Agency, Athens, GA. EPA/600/3-87-039
Zurück zum Zitat Casulli V, Cattani E (1993) Stability. accuracy and efficiency of a semi-implicit method for three-dimensional shallow water flow. Comput Math Appl 27(4):99–112CrossRef Casulli V, Cattani E (1993) Stability. accuracy and efficiency of a semi-implicit method for three-dimensional shallow water flow. Comput Math Appl 27(4):99–112CrossRef
Zurück zum Zitat Curtarelli MP, Ogashawara I, Alcantara EH, Stech JL (2014) Coupling remote sensing bio-optical and three-dimensional hydrodynamic modeling to study the phytoplankton dynamics in a tropical hydroelectric reservoir. Remote Sens Environ. doi:10.1016/j.rse.2014.06.013 Curtarelli MP, Ogashawara I, Alcantara EH, Stech JL (2014) Coupling remote sensing bio-optical and three-dimensional hydrodynamic modeling to study the phytoplankton dynamics in a tropical hydroelectric reservoir. Remote Sens Environ. doi:10.​1016/​j.​rse.​2014.​06.​013
Zurück zum Zitat Elliott JA, Perrson I, Thackeray SJ, Blencker T (2007) Phytoplankton modelling of Lake Erken Sweden by linking the models PORBE and PROTECH. Ecol Modell 202:421–426CrossRef Elliott JA, Perrson I, Thackeray SJ, Blencker T (2007) Phytoplankton modelling of Lake Erken Sweden by linking the models PORBE and PROTECH. Ecol Modell 202:421–426CrossRef
Zurück zum Zitat Fan CX, Zhang L, Qin BQ et al (2003) Estimation of dynamic release of phosphorus from suspended particles under wave in Lake Taihu. Sci China (Ser D) 33:760–768 Fan CX, Zhang L, Qin BQ et al (2003) Estimation of dynamic release of phosphorus from suspended particles under wave in Lake Taihu. Sci China (Ser D) 33:760–768
Zurück zum Zitat Fan C, Zhang L, Qin B, Wang S, Hu W, Zhang C (2004a) Estimation on dynamic release of phosphorus from wind-induced suspended particulate matter in Lake Taihu. Sci China Ser D 47(8):710–719CrossRef Fan C, Zhang L, Qin B, Wang S, Hu W, Zhang C (2004a) Estimation on dynamic release of phosphorus from wind-induced suspended particulate matter in Lake Taihu. Sci China Ser D 47(8):710–719CrossRef
Zurück zum Zitat Fan C, Zhang L, Wang J et al (2004b) Process and mechanism of internal nutrients release effected by dredging. Chin Sci Bull 49(15):1523–1528 (in Chinese) Fan C, Zhang L, Wang J et al (2004b) Process and mechanism of internal nutrients release effected by dredging. Chin Sci Bull 49(15):1523–1528 (in Chinese)
Zurück zum Zitat Ge J, Shen F, Guo W, Chen C, Ding P (2015) Estimation of critical shear stress for erosion in the Changjiang Estuary: a synergy research of observation, GOCI sensing and modeling. J Geophys Res Oceans. doi:10.1002/2015JC010992 Ge J, Shen F, Guo W, Chen C, Ding P (2015) Estimation of critical shear stress for erosion in the Changjiang Estuary: a synergy research of observation, GOCI sensing and modeling. J Geophys Res Oceans. doi:10.​1002/​2015JC010992
Zurück zum Zitat Hu WP, Jorgensen S, Zhang FB (2006) A vertical-compressed three-dimensional ecological model in Lake Taihu, China. Ecol Modell 190:367–398CrossRef Hu WP, Jorgensen S, Zhang FB (2006) A vertical-compressed three-dimensional ecological model in Lake Taihu, China. Ecol Modell 190:367–398CrossRef
Zurück zum Zitat Hu KM, Pang Y, Wang H, Wang XM, Wu XW, Bao K, Liu Q (2011) Simulation study on water quality based on sediment release flume experiment in Lake Taihu, China. Ecol Eng 37:607–615CrossRef Hu KM, Pang Y, Wang H, Wang XM, Wu XW, Bao K, Liu Q (2011) Simulation study on water quality based on sediment release flume experiment in Lake Taihu, China. Ecol Eng 37:607–615CrossRef
Zurück zum Zitat Huang J, Gao J, Hormann G (2012) Hydrodynamic-phytoplankton model for short-term forecasts of phytoplankton in Lake Taihu, China. Limnologica 42:7–18CrossRef Huang J, Gao J, Hormann G (2012) Hydrodynamic-phytoplankton model for short-term forecasts of phytoplankton in Lake Taihu, China. Limnologica 42:7–18CrossRef
Zurück zum Zitat Kong FX, Gao G (2005) Hypothesis on cyanobateria bloom-forming mechanism in large shallow eutrophic lakes. Acta Ecol Sin 25(3):589–595 (in Chinese) Kong FX, Gao G (2005) Hypothesis on cyanobateria bloom-forming mechanism in large shallow eutrophic lakes. Acta Ecol Sin 25(3):589–595 (in Chinese)
Zurück zum Zitat Kong J, Xin P, Shen CJ, Song ZY, Li L (2013) A high-resolution method for the depth-integrated solute transport equation based on an unstructured mesh. Environ Model Softw 40:109–127CrossRef Kong J, Xin P, Shen CJ, Song ZY, Li L (2013) A high-resolution method for the depth-integrated solute transport equation based on an unstructured mesh. Environ Model Softw 40:109–127CrossRef
Zurück zum Zitat Large WG, Pond S (1981) Open ocean momentum flux measurements in moderate to strong winds. J Phys Oceanogr 11:324–336CrossRef Large WG, Pond S (1981) Open ocean momentum flux measurements in moderate to strong winds. J Phys Oceanogr 11:324–336CrossRef
Zurück zum Zitat Li YP, Pang Y, Lv J et al (2004) On the relation between the release rate of TN, TP from sediment and water velocity. J Lake Sci 16(4):318–324 (in Chinese) CrossRef Li YP, Pang Y, Lv J et al (2004) On the relation between the release rate of TN, TP from sediment and water velocity. J Lake Sci 16(4):318–324 (in Chinese) CrossRef
Zurück zum Zitat Li RJ, Luo F, Zhu WJ (2008) Suspended sediment movement equation and near bottom flux. Sci Chin Ser E 38(11):1995–2000 Li RJ, Luo F, Zhu WJ (2008) Suspended sediment movement equation and near bottom flux. Sci Chin Ser E 38(11):1995–2000
Zurück zum Zitat Li YL, Zhang YL, Liu ML (2009) Caculation and retrieval of euphotic depth of Lake Taihu by remote sensing. J Lake Sci 21(2):165–172 (in Chinese) CrossRef Li YL, Zhang YL, Liu ML (2009) Caculation and retrieval of euphotic depth of Lake Taihu by remote sensing. J Lake Sci 21(2):165–172 (in Chinese) CrossRef
Zurück zum Zitat Liang RJ, Zhong JH (1994) Three-dimensional numerical simulation of wind-driven current in Lake Taihu, China. J Lake Sci 6(4):289–297 (in Chinese) CrossRef Liang RJ, Zhong JH (1994) Three-dimensional numerical simulation of wind-driven current in Lake Taihu, China. J Lake Sci 6(4):289–297 (in Chinese) CrossRef
Zurück zum Zitat Lin H, Batty M (2009) Virtual geographic environments. Science Press, Beijing Lin H, Batty M (2009) Virtual geographic environments. Science Press, Beijing
Zurück zum Zitat Lin H, Gong JH (2001) Exploring virtual geographic environments. Geogr Inf Sci 7:1–7 Lin H, Gong JH (2001) Exploring virtual geographic environments. Geogr Inf Sci 7:1–7
Zurück zum Zitat Lü G (2011) Geographic analysis-oriented virtual geographic environment: frame-work, structure and functions. Sci China Earth Sci 54:733–743CrossRef Lü G (2011) Geographic analysis-oriented virtual geographic environment: frame-work, structure and functions. Sci China Earth Sci 54:733–743CrossRef
Zurück zum Zitat Luo LC, Qin BQ, Hu WP, Ji J, Zhang FB (2004) Wave characteristics in Lake Taihu. J Hydrodyn (Ser A) 19(5):664–670 (in Chinese) Luo LC, Qin BQ, Hu WP, Ji J, Zhang FB (2004) Wave characteristics in Lake Taihu. J Hydrodyn (Ser A) 19(5):664–670 (in Chinese)
Zurück zum Zitat Ma S, Cai Q (1997) Numerical study on the distribution of TP in Taihu Lake and the impact from the lake current. J. Lake Sci. 9(4):325–330 (in Chinese) CrossRef Ma S, Cai Q (1997) Numerical study on the distribution of TP in Taihu Lake and the impact from the lake current. J. Lake Sci. 9(4):325–330 (in Chinese) CrossRef
Zurück zum Zitat Mao J, Chen QW, Chen YC (2007) Three-dimensional eutrophication model and application to Taihu Lake, China. J Environ Sci 20:278–284CrossRef Mao J, Chen QW, Chen YC (2007) Three-dimensional eutrophication model and application to Taihu Lake, China. J Environ Sci 20:278–284CrossRef
Zurück zum Zitat Pang Y, Ding L, Gao G (2005) Parameter determination of algae growth based on ecological tank experiment. Environ Sci 26(3):78–82 (in Chinese) Pang Y, Ding L, Gao G (2005) Parameter determination of algae growth based on ecological tank experiment. Environ Sci 26(3):78–82 (in Chinese)
Zurück zum Zitat Pang Y, Li YP, Luo LC (2006) Study on the simulation of transparency of Lake Taihu under different hydrodynamic conditions. Sci Chin Ser D Earth Sci 49(Suppl. 1):162–175CrossRef Pang Y, Li YP, Luo LC (2006) Study on the simulation of transparency of Lake Taihu under different hydrodynamic conditions. Sci Chin Ser D Earth Sci 49(Suppl. 1):162–175CrossRef
Zurück zum Zitat Qin BQ (2009) Lake eutrophication: control countermeasures and recycling exploitation. Ecol Eng 35(11):1569–1573CrossRef Qin BQ (2009) Lake eutrophication: control countermeasures and recycling exploitation. Ecol Eng 35(11):1569–1573CrossRef
Zurück zum Zitat Qin B, Hu W, Gao G, Luo L, Zhang J (2004) The dynamics of resuspension and conceptual mode of nutrient releases from sediments in large shallow Lake Taihu, China. Chin Sci Bull 49(1):54–64CrossRef Qin B, Hu W, Gao G, Luo L, Zhang J (2004) The dynamics of resuspension and conceptual mode of nutrient releases from sediments in large shallow Lake Taihu, China. Chin Sci Bull 49(1):54–64CrossRef
Zurück zum Zitat Qin BQ, Liu G, Havens KE (eds) (2007) Eutrophication of shallow lakes with special reference to Lake Taihu, China. Dev. in Hydrobiol vol 194. Springer, Dordrecht Qin BQ, Liu G, Havens KE (eds) (2007) Eutrophication of shallow lakes with special reference to Lake Taihu, China. Dev. in Hydrobiol vol 194. Springer, Dordrecht
Zurück zum Zitat Riley GA, Stommel H, Bumpus DF (1949) Quantitative ecology of the plankton of the western North Atlantic. Bull Bingham Oceanogr Collect Yale Univ 12:1–169 Riley GA, Stommel H, Bumpus DF (1949) Quantitative ecology of the plankton of the western North Atlantic. Bull Bingham Oceanogr Collect Yale Univ 12:1–169
Zurück zum Zitat Rouse H (1938) Experiments on the mechanics of sediment suspension. In: Proceedings of the fifth international congress for applied mechanics, Cambridge, Mass, pp 550–554 Rouse H (1938) Experiments on the mechanics of sediment suspension. In: Proceedings of the fifth international congress for applied mechanics, Cambridge, Mass, pp 550–554
Zurück zum Zitat Steyaert LT, GoodChild MF (1994) Integrating geographic information systems and environmental simulation models: a status review. In: Michener WK, Brunt JW, Stafford SG (eds) Environmental information management and analysis: ecosystem to global scales. Taylor and Francis, London, pp 333–355 Steyaert LT, GoodChild MF (1994) Integrating geographic information systems and environmental simulation models: a status review. In: Michener WK, Brunt JW, Stafford SG (eds) Environmental information management and analysis: ecosystem to global scales. Taylor and Francis, London, pp 333–355
Zurück zum Zitat Thomann RV, Muller JA (1987) Principle of surface water quality modeling and control. Harper and Row, New York Thomann RV, Muller JA (1987) Principle of surface water quality modeling and control. Harper and Row, New York
Zurück zum Zitat Wang QQ (1987) Numerical simulation of wind-driven current in Lake Taihu. China. J Hohai Univ (Nat Sci) 2(Suppl):11–18 (in Chinese) Wang QQ (1987) Numerical simulation of wind-driven current in Lake Taihu. China. J Hohai Univ (Nat Sci) 2(Suppl):11–18 (in Chinese)
Zurück zum Zitat Wong KTM, Lee JHW, Hodgkiss IJ (2007) A simple model for forecast of coastal algal blooms. Estuarine Coastal Shelf Sci 74:175–196CrossRef Wong KTM, Lee JHW, Hodgkiss IJ (2007) A simple model for forecast of coastal algal blooms. Estuarine Coastal Shelf Sci 74:175–196CrossRef
Zurück zum Zitat Wu J, Pu PM (1989) Anomalistic grid numerical simulation of Hydrodynamics in Lake Taihu, China. Memoris of Nanjing Institute of Geography and Limnology, vol. 6. Chinese Academy of Sciences, pp 1–12 (in Chinese) Wu J, Pu PM (1989) Anomalistic grid numerical simulation of Hydrodynamics in Lake Taihu, China. Memoris of Nanjing Institute of Geography and Limnology, vol. 6. Chinese Academy of Sciences, pp 1–12 (in Chinese)
Zurück zum Zitat Wu TF, Qin BQ, Zhu GW et al (2013) Dynamics of cyanobacterial bloom formation during shor-term hydrodynamic fluctuation in a large shallow, eutrophic and wind-exposed Lake Taihu, China. Environ Sci Pollut Res 20:8546–8556CrossRef Wu TF, Qin BQ, Zhu GW et al (2013) Dynamics of cyanobacterial bloom formation during shor-term hydrodynamic fluctuation in a large shallow, eutrophic and wind-exposed Lake Taihu, China. Environ Sci Pollut Res 20:8546–8556CrossRef
Zurück zum Zitat Xiao L, Yang L, Zhang Y, Gu Y, Jiang L, Qin B (2009) Solid state fermentation of aquatic macrophytes for crude protein extraction. Ecol Eng 35:1668–1676CrossRef Xiao L, Yang L, Zhang Y, Gu Y, Jiang L, Qin B (2009) Solid state fermentation of aquatic macrophytes for crude protein extraction. Ecol Eng 35:1668–1676CrossRef
Zurück zum Zitat Xin WJ (1997) Numerical model of 2D estuarial suspended sediment motion under the interaction of tidal flow and waves. Ocean Eng 15(1):30–47 (in Chinese) Xin WJ (1997) Numerical model of 2D estuarial suspended sediment motion under the interaction of tidal flow and waves. Ocean Eng 15(1):30–47 (in Chinese)
Zurück zum Zitat Zhang H, Culver DA, Boegman L (2008) A two-dimensional ecological model of Lake Erie: application to estimate dreissenid impacts on large lake plankton population. Ecol Modell 214:219–240CrossRef Zhang H, Culver DA, Boegman L (2008) A two-dimensional ecological model of Lake Erie: application to estimate dreissenid impacts on large lake plankton population. Ecol Modell 214:219–240CrossRef
Zurück zum Zitat Zhang Z, Song ZY, Huang CCYuZY (2013) Elementary quantitative study on factors of phytoplankton bloom. Environ Sci 34(7):107–114 (in Chinese) Zhang Z, Song ZY, Huang CCYuZY (2013) Elementary quantitative study on factors of phytoplankton bloom. Environ Sci 34(7):107–114 (in Chinese)
Zurück zum Zitat Zhang Z, Song ZY, Kong J, Hu D (2016) A new r-ratio formulation for TVD schemes for vertex-centered FVM on an unstructured mesh. Int J Numer Methods Fluids 81:741–764CrossRef Zhang Z, Song ZY, Kong J, Hu D (2016) A new r-ratio formulation for TVD schemes for vertex-centered FVM on an unstructured mesh. Int J Numer Methods Fluids 81:741–764CrossRef
Zurück zum Zitat Zheng LY, Chen CS, Zhang FY (2004) Development of water quality model in the Satilla River Estuary, Georgia. Ecol Modell 178:457–482CrossRef Zheng LY, Chen CS, Zhang FY (2004) Development of water quality model in the Satilla River Estuary, Georgia. Ecol Modell 178:457–482CrossRef
Zurück zum Zitat Zhu YC, Cai QM (1998) Studies on the three-dimensional hydrodynamic model for Meiliang Bay, Taihu Lake. Oceanol Limnol Sin 29(1):79–85 Zhu YC, Cai QM (1998) Studies on the three-dimensional hydrodynamic model for Meiliang Bay, Taihu Lake. Oceanol Limnol Sin 29(1):79–85
Zurück zum Zitat Zhu G, Qin B, Gao G (2005) Direct evidence of phosphorus outbreak release from sediment to overlying water in a large shallow lake caused by strong wind wave disturbance. Chinse Sci Bull 50(6):577–582 (in Chinese) Zhu G, Qin B, Gao G (2005) Direct evidence of phosphorus outbreak release from sediment to overlying water in a large shallow lake caused by strong wind wave disturbance. Chinse Sci Bull 50(6):577–582 (in Chinese)
Metadaten
Titel
The key technologies for eutrophication simulation and algal bloom prediction in Lake Taihu, China
Publikationsdatum
01.09.2016
Erschienen in
Environmental Earth Sciences / Ausgabe 18/2016
Print ISSN: 1866-6280
Elektronische ISSN: 1866-6299
DOI
https://doi.org/10.1007/s12665-016-6106-3

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