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High-frequency optical measurements in shallow Lake Taihu, China: determining the relationships between hydrodynamic processes and inherent optical properties

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Abstract

In order to determine the effect of wind-induced waves (influenced by wind velocity and direction) on the dynamics of optical properties in shallow lakes, we determined the short-term variability of the inherent optical properties (IOPs) in Meiliang Bay, Lake Taihu, China, by examining high-frequency data collected between 8 and 21 September 2010 from meteorology and optical sensors. The absorption and beam attenuation coefficients under strong winds were significantly higher than those under weak and moderate winds (t test, P < 0.001). Significant correlations were found between absorption, scattering, beam attenuation, and wind speed, showing that the hydrodynamic process was an important factor that influenced the instantaneous IOPs of the water. However, the different wind directions have a different effect degree on the IOPs. Western wind is the most important driven wind direction of this site. In addition, significant correlations were found between b p(440), c p+g(440), b p(677), c p+g(677), b p(440), and turbidity under each wind direction (P < 0.001). Exponential and hyperbolic exponent models of the absorption and beam attenuation coefficients were fitted, and linear models between a p+g(677), c p+g(677), and turbidity were developed. Thus, in shallow lakes such as Lake Taihu, using real-time high-frequency monitoring of the turbidity to deduce the water IOPs could be an efficient and practical approach. Our study will be helpful in monitoring the IOPs and in improving the accuracy of bio-optical models to estimate water quality parameters in Lake Taihu.

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References

  • Altunkaynak, A. & K. H. Wang, 2012. Estimation of significant wave height in shallow lakes using the expert system techniques. Expert Systems with Applications 39: 2549–2559.

    Article  Google Scholar 

  • Babin, M., D. Stramski, G. M. Ferrari, H. Claustre, A. Bricaud, G. Obolensky & N. Hoepffner, 2003. Variations in the light absorption coefficients of phytoplankton, nonalgal particles, and dissolved organic matter in coastal waters around Europe. Journal of Geophysical Research 108: 3211.

    Google Scholar 

  • Boss, E., W. S. Pegau, W. D. Gardner, J. R. V. Zaneveld, A. H. Barnard, M. S. Twardowski, G. C. Chang & T. D. Dickey, 2001. Spectral particulate attenuation and particle size distribution in the bottom boundary layer of a continental shelf. Journal of Geophysical Research-Oceans 106: 9509–9516.

    Article  Google Scholar 

  • Boss, E., W. Pegau, M. Lee & M. Twardowski, 2004. Particulate backscattering ratio at LEO 15 and its use to study particle composition and distribution. Journal of Geophysical Research 109: C01014.

    Google Scholar 

  • Boss, E., W. Slade & P. Hill, 2009. Effect of particulate aggregation in aquatic environments on the beam attenuation and its utility as a proxy for particulate mass. Optics Express 17: 9408–9420.

    Article  PubMed  CAS  Google Scholar 

  • Binding, C. E., J. H. Jerome, R. P. Bukata & W. G. Booty, 2008. Spectral absorption properties of dissolved and particulate matter in Lake Erie. Remote Sensing of Environment 112: 1702–1711.

    Article  Google Scholar 

  • Bracchini, L., A. M. Dattilo, M. Falcucci, S. A. Loiselle, V. Hull, C. Arena & C. Rossi, 2005. Spatial and temporal variations of the inherent and apparent optical properties in a shallow coastal lake. Journal of Photochemistry and Photobiology B: Biology 80: 161–177.

    Article  CAS  Google Scholar 

  • Carr, J., P. D’Odorico, K. McGlathery & P. Wiberg, 2010. Stability and bistability of seagrass ecosystems in shallow coastal lagoons: role of feedbacks with sediment resuspension and light attenuation. Journal of Geophysical Research 115: G03011.

    Google Scholar 

  • Chen, Y. W., B. Q. Qin, K. Teubner & M. T. Dokulil, 2003. Long-term dynamics of phytoplankton assemblages: Microcystis-domination in Lake Taihu, a large shallow lake in China. Journal of Plankton Research 25: 445–453.

    Article  Google Scholar 

  • Chen, Z., C. Hu, F. E. Muller-Karger & M. E. Luther, 2010. Short-term variability of suspended sediment and phytoplankton in Tampa Bay, Florida: observations from a coastal oceanographic tower and ocean color satellites. Estuarine, Coastal and Shelf Science 89: 62–72.

    Article  CAS  Google Scholar 

  • Cózar, A. Ú., J. A. Gálvez, V. Hull, C. M. García & S. A. Loiselle, 2005. Sediment resuspension by wind in a shallow lake of Esteros del Iberá (Argentina): a model based on turbidimetry. Ecological Modelling 186: 63–76.

    Article  Google Scholar 

  • Crétaux, J.-F., W. Jelinski, S. Calmant, A. Kouraev, V. Vuglinski, M. Bergé-Nguyen, M.-C. Gennero, F. Nino, R. Abarca Del Rio, A. Cazenave & P. Maisongrande, 2011. SOLS: a lake database to monitor in the near real time water level and storage variations from remote sensing data. Advances in Space Research 47: 1497–1507.

    Article  Google Scholar 

  • Downing, J. A., Y. T. Prairie, J. J. Cole, C. M. Duarte, L. J. Tranvik, R. G. Striegl, W. H. McDowell, P. Kortelainen, N. F. Caraco, J. M. Melack & J. J. Middelburg, 2006. The global abundance and size distribution of lakes, ponds, and impoundments. Limnology and Oceanography 51: 2388–2397.

    Article  Google Scholar 

  • Doxaran, D., J. M. Froidefond, P. Castaing & M. Babin, 2009. Dynamics of the turbidity maximum zone in a macrotidal estuary (the Gironde, France): observations from field and MODIS satellite data. Estuarine, Coastal and Shelf Science 81: 321–332.

    Article  Google Scholar 

  • Duan, H., R. Ma, X. Xu, F. Kong, S. Zhang, W. Kong, J. Hao & L. Shang, 2009. Two decade reconstruction of algal blooms in China’s Lake Taihu. Environmental Science and Technology 43: 3522–3528.

    Article  PubMed  CAS  Google Scholar 

  • Eleveld, M. A., 2012. Wind-induced resuspension in a shallow lake from Medium Resolution Imaging Spectrometer (MERIS) full-resolution reflectances. Water Resources Research 48: W04508.

    Article  Google Scholar 

  • Evans, R. D., 1994. Empirical evidence of the importance of sediment resuspension in lakes. Hydrobiologia 284: 5–12.

    Article  Google Scholar 

  • Feldmann, T. & P. Nõges, 2007. Factors controlling macrophyte distribution in large shallow Lake Võrtsjärv. Aquatic Botany 87: 15–21.

    Article  Google Scholar 

  • Forget, P., P. Broche & J. J. Naudin, 2001. Reflectance sensitivity to solid suspended sediment stratification in coastal water and inversion: a case study. Remote Sensing of Environment 77: 92–103.

    Article  Google Scholar 

  • Gao, H., C. Birkett & D. P. Lettenmaier, 2012. Global monitoring of large reservoir storage from satellite remote sensing. Water Resources Research 48: W09504.

    Article  Google Scholar 

  • Gerhardt, S. & B. Schink, 2005. Redox changes of iron caused by erosion, resuspension and sedimentation in littoral sediment of a freshwater lake. Biogeochemistry 74: 341–356.

    Article  CAS  Google Scholar 

  • Horsburgh, J. S., A. Spackman Jones, D. K. Stevens, D. G. Tarboton & N. O. Mesner, 2010. A sensor network for high frequency estimation of water quality constituent fluxes using surrogates. Environmental Modelling & Software 25: 1031–1044.

    Article  Google Scholar 

  • Hu, C., Z. Lee, R. Ma, K. Yu, D. Li & S. Shang, 2010. Moderate Resolution Imaging Spectroradiometer (MODIS) observations of cyanobacteria blooms in Taihu Lake. China. Journal of Geophysical Research 115: C04002.

    Google Scholar 

  • Istvánovics, V., M. Honti, Á. Kovács & A. Osztoics, 2008. Distribution of submerged macrophytes along environmental gradients in large, shallow Lake Balaton (Hungary). Aquatic Botany 88: 317–330.

    Article  Google Scholar 

  • Jones, A. S., D. K. Stevens, J. S. Horsburgh & N. O. Mesner, 2011. Surrogate measures for providing high frequency estimates of total suspended solids and total phosphorus concentrations. Journal of the American Water Resources Association 47: 239–253.

    Article  CAS  Google Scholar 

  • Kirk, J. T. O., 2011. Light and Photosynthesis in Aquatic Ecosystems (3rd edn.). Cambridge University Press, Cambridge.

  • Le Roux, J., 2009. Characteristics of developing waves as a function of atmospheric conditions, water properties, fetch and duration. Coastal Engineering 56: 479–483.

    Article  Google Scholar 

  • Lehnera, B. & P. Döll, 2004. Development and validation of a global database of lakes, reservoirs and wetlands. Journal of Hydrology 296: 1–22.

    Article  Google Scholar 

  • Liu, X. H., Y. L. Zhang, Y. Yin, M. Z. Wang & B. Q. Qin, 2013. Wind and submerged aquatic vegetation influence bio-optical properties in large shallow Lake Taihu, China. Journal of Geophysical Research: Biogeosciences 118: 713–727.

    Article  Google Scholar 

  • Ma, R., J. Tang, J. Dai, Y. Zhang & Q. Song, 2006. Absorption and scattering properties of water body in Taihu Lake, China: absorption. International Journal of Remote Sensing 27: 4277–4304.

    Article  Google Scholar 

  • Morel, A., B. Gentili, M. Chami & J. Ras, 2006. Bio-optical properties of high chlorophyll case 1 waters and of yellow-substance-dominated case 2 waters. Deep Sea Research Part I: Oceanographic Research Papers 53: 1439–1459.

    Article  CAS  Google Scholar 

  • Neukermans, G., H. Loisel, X. Mériaux, R. Astoreca & D. McKee, 2012. In situ variability of mass-specific beam attenuation and backscattering of marine particles with respect to particle size, density, and composition. Limnology and Oceanography 57: 124–144.

    Article  Google Scholar 

  • Odermatt, D., A. Gitelson, V. E. Brando & M. Schaepman, 2012. Review of constituent retrieval in optically deep and complex waters from satellite imagery. Remote Sensing of Environment 118: 116–126.

    Article  Google Scholar 

  • Oubelkheir, K., H. Claustre, A. Bricaud & M. Babin, 2007. Partitioning total spectral absorption in phytoplankton and colored detrital material contributions. Limnology and Oceanography: Methods 5: 384–395.

    Article  Google Scholar 

  • Paavel, B., H. Arst & A. Reinart, 2008. Variability of bio-optical parameters in two north-European large lakes. Hydrobiologia 599: 201–211.

    Article  CAS  Google Scholar 

  • Padilla-Hernandez, R. & J. Monbaliu, 2001. Energy balance of wind waves as a function of the bottom friction formulation. Coastal Engineering 43: 131–148.

    Article  Google Scholar 

  • Paerl, H. W. & T. G. Otten, 2013. Harmful cyanobacterial blooms: causes, consequences and controls. Microbial Ecology 65: 995–1010.

    Article  PubMed  CAS  Google Scholar 

  • Pegau, W. S., D. Gray & J. R. V. Zaneveld, 1997. Absorption and attenuation of visible and near-infrared light in water: dependence on temperature and salinity. Applied Optics 36: 6035–6046.

    Article  PubMed  CAS  Google Scholar 

  • Pérez, G. L., A. Torremorell, J. Bustingorry, R. Escaray, P. Pérez, M. Diéguez & H. Zagaresea, 2010. Optical characteristics of shallow lakes from the Pampa and Patagonia regions of Argentina. Limnologica-Ecology and Management of Inland Waters 40: 30–39.

    Article  Google Scholar 

  • Qin, B. Q., W. P. Hu, G. Gao, L. C. Luo & J. S. Zhang, 2004. Dynamics of sediment resuspension and the conceptual schema of nutrient release in the large shallow Lake Taihu, China. Chinese Science Bulletin 49: 54–64.

    Google Scholar 

  • Qin, B. Q., P. Z. Xu, Q. L. Wu, L. C. Luo & Y. L. Zhang, 2007. Environmental issues of Lake Taihu, China. Hydrobiologia 581: 3–14.

    Article  CAS  Google Scholar 

  • Reinart, A., H. Arst & D. C. Pierson, 2005. Optical properties and light climate in Lake Verevi. Hydrobiologia 547: 41–49.

    Article  Google Scholar 

  • Schallenberg, M. & C. W. Burns, 2004. Effects of sediment resuspension on phytoplankton production: teasing apart the influences of light, nutrients and algal entrainment. Freshwater Biology 49: 143–159.

    Article  CAS  Google Scholar 

  • Shi, K., Y. Li, L. Li, H. Lu, K. Song, Z. Liu, Y. Xu & Z. Li, 2013. Remote chlorophyll-a estimates for inland waters based on a cluster-based classification. Science of the Total Environment 444: 1–15.

    Article  PubMed  CAS  Google Scholar 

  • Sullivan, J. M., M. S. Twardowski, J. R. V. Zaneveld, C. M. Moore, A. H. Barnard, P. L. Donaghay & B. Rhoades, 2006. Hyperspectral temperature and salt dependencies of absorption by water and heavy water in the 400–750 nm spectral range. Applied Optics 45: 5294–5309.

    Article  PubMed  CAS  Google Scholar 

  • Twardowski, M. S., E. Boss, J. B. Macdonald, W. S. Pegau, A. H. Barnard & J. R. V. Zaneveld, 2001. A model for estimating bulk refractive index from the optical backscattering ratio and the implications for understanding particle composition in case I and case II waters. Journal of Geophysical Research 106: 14129–14142.

    Article  CAS  Google Scholar 

  • Verspecht, F. & C. Pattiaratchi, 2010. On the significance of wind event frequency for particulate resuspension and light attenuation in coastal waters. Continental Shelf Research 30: 1971–1982.

    Article  Google Scholar 

  • Xiang, J., Y. Feng, Y. P. Li, H. Wei, P. Wang & X. P. Liu, 2008. Hydrostatic settling suspended matter of large shallow lake. Advances in Water Science 19: 111–115. (in Chinese with English abstract).

    CAS  Google Scholar 

  • Zhang, Y. L., B. Q. Qin, G. W. Zhu, G. Gao, L. C. Luo & W. M. Chen, 2006. Effect of sediment resuspension on underwater light field in shallow lakes in the middle and lower reaches of the Yangtze River: a case study in Longgan Lake and Taihu Lake. Science in China Series D: Earth Sciences 49: 114–125.

    Article  CAS  Google Scholar 

  • Zhang, Y. L., B. Zhang, X. Wang, J. S. Li, S. Feng, Q. H. Zhao, M. L. Liu & B. Q. Qin, 2007a. A study of absorption characteristics of chromophoric dissolved organic matter and particles in Lake Taihu, China. Hydrobiologia 592: 105–120.

    Article  CAS  Google Scholar 

  • Zhang, Y. L., B. Zhang, R. H. Ma, S. Feng & C. F. Le, 2007b. Optically active substances and their contributions to the underwater light climate in Lake Taihu, a large shallow lake in China. Fundamental and Applied Limnology 170: 11–19.

    Article  CAS  Google Scholar 

  • Zhang, Y. L., M. L. Liu, B. Q. Qin, H. J. van der Woerd, J. S. Li & Y. L. Li, 2009. Modeling remote-sensing reflectance and retrieving chlorophyll-a concentration in extremely turbid case-2 waters (Lake Taihu, China). IEEE Transactions on Geoscience and Remote Sensing 47: 1937–1948.

    Article  Google Scholar 

  • Zhang, Y. L., B. Q. Qin, M. L. Liu, G. W. Zhu, Z. J. Gong & Y. L. Li, 2011. Modelling the spectral absorption of tripton using exponential and hyperbolic models. International Journal of Remote Sensing 32: 3917–3933.

    Article  Google Scholar 

  • Zhang, Y. L., Y. Yin, M. Z. Wang & X. H. Liu, 2012. Effect of phytoplankton community composition and cell size on absorption properties in eutrophic shallow lakes: field and experimental evidence. Optics Express 20: 11882–11898.

    Article  PubMed  Google Scholar 

  • Zhu, G. W., B. Q. Qin & G. Gao, 2005. Direct evidence of phosphorus outbreak release from sediment to overlying water in a large shallow lake caused by strong wind wave disturbance. Chinese Science Bulletin 50: 577–582.

    CAS  Google Scholar 

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Acknowledgments

This study was jointly supported by the Provincial Nature Science Foundation of Jiangsu of China (BK2012050), the National Natural Science Foundation of China (41271355), the Key Program of the Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences (NIGLAS2012135003), the Hong Kong General Research Fund (GRF) (CUHK 459210 & 457212), and the Hong Kong Innovation Technology Fund (ITF) (GHP/002/11GD).

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Authors and Affiliations

  1. Taihu Lake Laboratory Ecosystem Research Station, State Key Laboratory of Lake Science and Environment, Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing, 210008, China

    Xiaohan Liu, Yunlin Zhang, Mingzhu Wang & Yongqiang Zhou

  2. University of Chinese Academy of Sciences, Beijing, 100049, China

    Xiaohan Liu, Mingzhu Wang & Yongqiang Zhou

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  1. Xiaohan Liu
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  2. Yunlin Zhang
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  3. Mingzhu Wang
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Correspondence to Yunlin Zhang.

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Liu, X., Zhang, Y., Wang, M. et al. High-frequency optical measurements in shallow Lake Taihu, China: determining the relationships between hydrodynamic processes and inherent optical properties. Hydrobiologia 724, 187–201 (2014). https://doi.org/10.1007/s10750-013-1733-0

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