Assessing potential algal blooms in a shallow fluvial lake by combining hydrodynamic modelling and remote-sensed images

Water (Switzerland)

Volumn 7, Issue 5, 2015, Pages 1921-1942

  Pinardi, Monica ^a,b   Fenocchi, Andrea ^c   Giardino, Claudia ^a   Sibilla, Stefano ^c   Bartoli, Marco ^b   Bresciani, Mariano ^a  

^a INSTITUTE FOR ELECTROMAGNETIC SENSING OF THE ENVIRONMENT   (Italy)

^b UNIVERSITY OF PARMA   (Italy)

^c UNIVERSITY OF PAVIA   (Italy)

Author keywords

Chlorophyll a distribution; Fluvial lake; Hydrodynamic model; Hyperspectral data; Remote sensing; Water circulation; Water resource management

Indexed keywords

CHLOROPHYLL; CLIMATE CHANGE; ECOLOGY; EUTROPHICATION; FLUID DYNAMICS; HYDRODYNAMICS; INFORMATION MANAGEMENT; LAKES; PHYTOPLANKTON; WATER MANAGEMENT; WATER QUALITY; WATER RESOURCES;

CHLOROPHYLL A; FLUVIAL LAKES; HYDRODYNAMIC MODEL; HYPERSPECTRAL DATA; WATER CIRCULATION; WATERRESOURCE MANAGEMENT;

REMOTE SENSING;

ALGAL BLOOM; BIOACCUMULATION; CHLOROPHYLL A; CIRCULATION; CLIMATE CHANGE; COEXISTENCE; EUTROPHICATION; FRESHWATER ENVIRONMENT; GYRE; HYDRODYNAMICS; IMAGE ANALYSIS; MACROPHYTE; PHYTOPLANKTON; POLICY MAKING; POPULATION DISTRIBUTION; REMOTE SENSING; SHALLOW WATER; WATER QUALITY;

GREAT LAKES [NORTH AMERICA]; LAKE SUPERIOR;

ALGAE;

EID: 84938690967     PISSN: None     EISSN: 20734441     Source Type: Journal    
DOI: 10.3390/w7051921     Document Type: Article

References (52)

1. Teodoru, C.; Wehrli, B. Retention of sediments and nutrients in the Iron Gate I Reservoir on the Danube River. Biogeochemistry 2005, 76, 539-565.
2. Humborg, C.; Ittekkot, V.; Cociasu, A.; Bodungen, B.V. Effect of Danube River dam on Black Sea biogeochemistry and ecosystem structure. Nature 1997, 386, 385-388.
3. McCartney, M. Living with dams: Managing the environmental impacts. Water Policy 2009, 11, 121-139.
4. Bresciani, M.; Rossini, M.; Morabito, G.; Matta, E.; Pinardi, M.; Cogliati, S.; Julitta, T.; Colombo, R.; Braga, F.; Giardino, C. Analysis of within- and between-day chlorophyll-a dynamics in Mantua Superior Lake, with a continuous spectroradiometric measurement. Mar. Freshwater Res. 2013, 64, 303-316.
5. Harris, G.P. Phytoplankton productivity and growth measurements: Past, present and future. J. Plankton Res. 1984, 6, 219-237.
6. Reynolds, C.S. Scales of disturbance and their role in plankton ecology. Hydrobiologia 1993, 249, 157-171.
7. Verhagen, J.H.G. Modeling phytoplankton patchiness under the influence of wind-driven currents in lakes. Limnol. Oceanogr. 1994, 39, 1551-1565.
8. De Souza Cardoso, L.; da Motta Marques, D. Hydrodynamics-driven plankton community in a shallow fluvial lake. Aquat. Ecol. 2009, 43, 73-84.
9. George, D.G.; Heaney, S.I. Factors Influencing the Spatial Distribution of Phytoplankton in a Small Productive Lake. J. Ecol. 1978, 66, 133-155.
10. Jones, R.I.; Fulcher, A.S.; Jayakody, J.K.U.; Laybourn-Parry, J.; Shine, A.J.; Walton, M.C.; Young, J.M. The horizontal distribution of plankton in a deep, oligotrophic lake-Loch Ness, Scotland. Freshwater Biol. 1995, 33, 161-170.
11. Ciraolo, G.; Lipari, G.; Napoli, E.; Józsa, J.; Krámer, T. Three-dimensional numerical analysis of turbulent wind-induced flows in the lake Balaton (Hungary). In Shallow Flows-Research Presented at the International Symposium on Shallow Flows, Delft, Netherlands, 16-18 June 2003; Uijttewaal, W.S.J.; Jirka, G.H., Eds.; CRC Press/Balkema: Leiden, The Netherlands, 2004.
12. Wiens, J.A. Spatial Scaling in Ecology. Funct. Ecol. 1989, 3, 385-397.
13. Pinel-Alloul, B. Spatial heterogeneity as a multiscale characteristics of zooplankton community. Hydrobiologia 1995, 104, 17-42.
14. Legendre, L.; Demers, S. Towards Dynamic Biological Oceanography and Limnology. Can. J. Fish. Aquat. Sci. 1984, 41, 2-19.
15. Thackeray, S.J.; George, D.G.; Jones, R.I.; Winfield, I.J. Quantitative analysis of the importance of wind-induced circulation for the spatial structuring of planktonic populations. Freshwater Biol. 2004, 49, 1091-1102.
16. George, D.G. Wind-induced water movements in the South Basin of Windermere. Freshwater Biol. 1981, 11, 37-60.
17. Livingstone, D.A. On the orientation of lake basins. Am. J. Sci. 1954, 252, 547-554.
18. George, D.G.; Edwards, R.W. The Effect of Wind on the Distribution of Chlorophyll A and Crustacean Plankton in a Shallow Eutrophic Reservoir. J. Appl. Ecol. 1976, 13, 667-690.
19. George, D.G.; Winfield, I.J. Factors influencing the spatial distribution of zooplankton and fish in Loch Ness, UK. Freshwater Biol. 2000, 43, doi:10.1046/j.1365-2427.2000.00539.x.
20. Pinardi, M.; Bartoli, M.; Longhi, D.; Viaroli, P. Net autotrophy in a fluvial lake: the relative role of phytoplankton and floating-leaved macrophytes. Aquat. Sci. 2011, 73, 389-403.
21. Bolpagni, R.; Bresciani, M.; Laini, A.; Pinardi, M.; Matta, E.; Ampe, E.M.; Giardino, C.; Viaroli, P.; Bartoli, M. Remote sensing of phytoplankton-macrophyte coexistence in shallow hypereutrophic fluvial lakes. Hydrobiologia 2014, 737, 67-76.
22. Søballe, D.M.; Bachmann, R.W. Influence of reservoir transit on riverine algal transport and abundance. Can. J. Fish. Aquat. Sci. 1984, 41, 1803-1813.
23. Walz, N.; Welker, M. Plankton development in a rapidly flushed lake in the River Spree system (Neuendorfer See, Northeast Germany). J. Plankton Res. 1998, 20, 2071-2087.
24. Welker, M.; Walz, N. Plankton dynamics in a river-lake system-On continuity and discontinuity. Hydrobiologia 1999, 408, 233-239.
25. Rennella, A.M.; Quiros, R. The effects of hydrology on plankton biomass in shallow lakes of the Pampa Plain. Hydrobiologia 2006, 556, 181-191.
26. Gower, J.F.R.; Denman, K.L.; Holyer, R.J. Phytoplankton patchiness indicates the fluctuation spectrum of mesoscale oceanic structure. Nature 1980, 288, 157-159.
27. Blauw, A.N.; Los, H.F.J.; Bokhorst, M.; Erftemeijer, P.L.A. GEM: A generic ecological model for estuaries and coastal waters. Hydrobiologia 2009, 618, 175-198.
28. Salacinska, K.; El Serafy, G.Y.; Los, H.F.J.; Blauw, A. Sensitivity analysis of the two dimensional application of the Generic Ecological Model (GEM) to algal bloom prediction in the North Sea. Ecol. Model. 2010, 221, 178-190.
29. Mooij, W.M.; Trolle, D.; Jeppesen, E.; Arhonditsis, G.; Belolipetsky, P.V.; Chitamwebwa, D.B.R.; Degermendzhy, A.G.; DeAngelis, D.L.; de Senerpont Domis, L.N.; Downing, A.S.; et al. Challenges and opportunities for integrating lake ecosystem modelling approaches. Aquat. Ecol. 2010, 44, 633-667.
30. Los, H.F.J.; Villars, M.T.; Van der Tol, M.W.M. A 3-dimensional primary production model (BLOOM/GEM) and its applications to the (southern) North Sea (coupled physical-chemicalecological model). J. Mar. Syst. 2008, 74, 259-294.
31. Bresciani, M.; Giardino, C.; Longhi, D.; Pinardi, M.; Bartoli, M.; Vascellari, M. Imaging spectrometry of productive inland waters. Application to the lakes of Mantua. Ital. J. Remote Sens. 2009, 41, 147-156.
32. Bresciani, M.; Giardino, C.; Bartoli, M.; Longhi, D.; Pinardi, M. Assessment of chlorophyll-a and algal blooms in inland waters from hyperspectral data. In Proceedings of the Hyperspectral 2010 Workshop, ESA SP-683; Frascati, Italy, 17-19 March 2010.
33. Cutter, M.A. A low cost hyperspectral mission. Acta Astron. 2004, 55, 631-636.
34. Gitelson, A.A.; Schalles, J.F.; Hladik, C.M. Remote chlorophyll-a retrieval in turbid, productive estuaries: Chesapeake Bay case study. Remote Sens. Environ. 2007, 109, 464-472.
35. Levasseur, M.; Therriault, J.-C.; Legendre, L. Tidal currents, winds and the morphology of phytoplankton spatial structures. J. Mar. Res. 1983, 41, 655-672.
36. Józsa, J. On the internal boundary layer related wind stress curl and its role in generating shallow lake circulations. J. Hydrol. Hydromech. 2014, 62, 16-23.
37. Ottesen Hansen, N.-E. Effects of Boundary layers on mixing in small Lakes. Dev. Water Sci. 1979, 11, 341-356.
38. Krámer, T. Solution-Adaptive 2D Modelling of Wind-Induced Lake Circulation. Ph.D. Thesis, Budapest University of Technology and Economics, Budapest, Hungary, 2006.
39. Coastal Engineering Research Center (CERC). Shore Protection Manual, 4th ed.; Waterways Experiment Station: Vicksburg, MS, USA, 1984.
40. Józsa, J. Shallow Lake Hydrodynamics-Theory, Measurement and Numerical Model Applications, Mundus-Euroaquae lecture notes; Budapest University of Technology and Economics: Budapest, Hungary, 2006.
41. CD-adapco. STAR-CCM+ 9.02 User Guide; online manual; CD-adapco: Melville, NY, USA, 2014.
42. Shih, T.H.; Liou, W.W.; Shabbir, A.; Yang, Z.; Zhu, J. A New k-ε Eddy Viscosity Model for High Reynolds Number: Model Development and Validation; NASA Technical Memorandum 106721, NASA Lewis Research Center: Cleveland, OH, USA, 1994.
43. Teeter, A.M.; Johnson, B.H.; Berger, C.; Stelling, G.; Scheffner, N.W.; Garcia, M.H.; Parchure, T.M. Hydrodynamic and sediment transport modeling with emphasis on shallow-water, vegetated areas (lakes, reservoirs, estuaries and lagoons). Hydrobiologia 2001, 444, 1-23.
44. Zinke, P. Application of a porous media approach for vegetation flow resistance. In River Flow 2012, San José, Costa Rica, 5-7 September 2012; Murillo Muñoz, R., Ed.; CRC Press/Balkema: Leiden, The Netherlands, 2012.
45. Grant, W.D.; Madsen, O.S. Combined wave and current interaction with a rough bottom. J. Geophys. Res. 1979, 84, 1797-1808.
46. Dickman, M. Some effects of lake renewal on phytoplankton productivity and species composition. Limnol. Oceanogr 1969, 14, 660-666.
47. Krivtsov, V.; Sigee, C. Importance of biological and abiotic factors for geochemical cycling in a freshwater eutrophic lake. Biogeochemistry 2005, 74, 205-230.
48. Yamamuro, M.; Hiratsuka, J.; Ishitobi, Y.; Hosokawa, S.; Nakamura, Y. Ecosystem shift resulting from loss of eelgrass and other submerged aquatic vegetation in two estuarine lagoons, Lake Nakaumi and Lake Shinji, Japan. J. Oceanogr. 2006, 62, 551-558.
49. Ekholm, P.; Malve, O.; Kirkkala, T. Internal and external loading as regulators of nutrient concentrations in the agriculturally loaded Lake Pyhajarvi (southwest Finland). Hydrobiologia 1997, 345, 3-14.
50. Burger, D.F.; Hamilton, D.P.; Pilditch, C.A.; Gibbs, M.M. Benthic nutrient fluxes in a eutrophic, polymictic lake. Hydrobiologia 2007, 584, 13-25.
51. Luettich, R.A.; Harleman, D.R.F.; Somlyody, L. Dynamic Behavior of Suspended Sediment Concentrations in a Shallow Lake Perturbed by Episodic Wind Events. Limnol. Oceanogr. 1990, 35, 1050-1067.
52. Becker, V.; de Souza Cardoso, L.; da Motta Marques, D. Development of Anabaena Bory ex Bornet & Flahault (Cyanobacteria) blooms in a shallow, subtropical lake in southern Brazil. Acta Limnol. Bras. 2004, 16, 306-317.