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Determination of threshold parameter in quadrant splitting for identifying coherent motions in Lake Taihu, China

  • Sediments, Sec 2 • Physical and Biogeochemical Processes • Research Article
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Abstract

Purpose

Coherent motion plays a significant role in sediment resuspension, which is an important cause of eutrophication in Lake Taihu. The most popular approach in detecting coherent motion in wall turbulence is quadrant splitting. However, an important threshold parameter (H) is set by empiricism during inspection above which burst event occurs. This study is aimed at eliminating the erroneous detection caused by this empirical parameter in identifying coherent motions, giving an objective range of H for Lake Taihu and then illustrating the interactions between coherent motion and sediment resuspension.

Materials and methods

Based on in situ monitoring with Acoustic Doppler Velocimetry (ADV) and Optical Backscatter Sensor (OBS), high-frequency data of three-dimensional velocities and suspended sediment concentration at the bottom of Lake Taihu were obtained. Autocorrelation function and quadrant splitting were jointly adopted to determine parameter H without any empiricism.

Results and discussion

The value of parameter H varied from 0.72 to 1.28 in Lake Taihu, and an increase of 0.56 in H value led to decreases of 10.7–24.1% in the stress fraction and 14.7–26.5% in the sediment flux fraction. At the Central Zone site, the dominant motions were ejection and sweep, while inward and outward interactions dominated the exchange processes at the East Bay site. Only 16.8, 14.3, and 17.0% of the time fractions of coherent motions contributed up to 58.3, 74.5, and 55.0% to the sediment flux fractions at different observation sites, and the larger time fractions of burst events contributed less to sediment flux fractions due to the less effect from wind waves and the lack of upwelling currents.

Conclusions

Burst events with large amplitude and short duration contributed significantly to the processes of sediment exchanges. Calculation results of momentum and sediment resuspension fluxes are very sensitive to parameter H, taking one fixed empirical value for H is unsuitable for Lake Taihu. These findings will provide a useful reference for identifying coherent motions precisely and understanding the interactions between coherent motion and sediment resuspension in Lake Taihu.

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References

  • Balachandar R, Bhuiyan F (2007) Higher-order moments of velocity fluctuations in an open-channel flow with large bottom roughness. J Hydraul Eng 133:77–87

    Article  Google Scholar 

  • Blackwelder RF, Kaplan RE (1976) On the wall structure of the turbulent boundary layer. J Fluid Mech 76:89–112

    Article  Google Scholar 

  • Bogard DG, Tiederman WG (1986) Burst detection with single-point velocity measurements. J Fluid Mech 162:389–413

    Article  Google Scholar 

  • Cao Z (1997) Turbulent bursting-based sediment entrainment function. J Hydraul Eng 123:233–236

    Article  Google Scholar 

  • Carrick HJ, Aldridge FJ, Schelske CL (1993) Wind influences phytoplankton biomass and composition in a shallow, productive lake. Limnol Oceanogr 38:1179–1192

    Article  Google Scholar 

  • Cellino M, Lemmin U (2004) Influence of coherent flow structures on the dynamics of suspended sediment transport in open-channel flow. J Hydraul Eng 130:1077–1088

    Article  Google Scholar 

  • Chen D, Sun HG, Zhang Y (2013) Fractional dispersion equation for sediment suspension. J Hydrol 491:13–22

    Article  Google Scholar 

  • Conley DJ, Paerl HW, Howarth RW, Boesch DF, Seitzinger SP, Havens KE, Lancelot C, Likens GE (2009) Controlling eutrophication by reducing both nitrogen and phosphorus. Science 323:1014–1015

    Article  CAS  Google Scholar 

  • Duan J, He L, Wang GQ, Fu XD, Palmer RN (2011) Turbulent burst around experimental spur dike. Int J Sediment Res 26:471–486

    Article  Google Scholar 

  • Grass AJ (1971) Structural features of turbulent flow over smooth and rough boundaries. J Fluid Mech 50:233–255

    Article  Google Scholar 

  • Guard PA, Nielsen P, Baldock TE (2011) Bed shear stress in unsteady flow. Coast Eng Proc 1:8

    Article  Google Scholar 

  • Heathershaw AD (1974) "bursting" phenomena in the sea. Nature 248:394–395

    Article  Google Scholar 

  • Heathershaw AD, Thorne PD (1985) Sea-bed noises reveal role of turbulent bursting phenomenon in sediment transport by tidal currents. Nature 316:339–342

    Article  Google Scholar 

  • Hoeg S, Kohler J (2000) Phytoplankton selection in a river-lake system during two decades of changing nutrient supply. Hydrobiologia 424:13–24

    Article  Google Scholar 

  • Hou J, Wang C, Wang P, Qian J (2013) Temporal variability and spatial distribution of granulometric composition of surface sediments and classification in Taihu Lake. J Hohai University (Nat Sci) 41:114–119 (in Chinese)

    Google Scholar 

  • Huang ZF, Zhou H, Luo JS (2007) The investigation of coherent structures in the wall region of a supersonic turbulent boundary layer based on DNS database. Sci China Ser G 50:348–356

    Article  Google Scholar 

  • Hurther D, Lemmin U (2000) Shear stress statistics and wall similarity analysis in turbulent boundary layers using a high-resolution 3-D ADVP. IEEE J Ocean Eng 25:446–457

    Article  Google Scholar 

  • Jackson RG (1976) Sedimentological and fluid-dynamic implications of the turbulent bursting phenomenon in geophysical flows. J Fluid Mech 77:531–560

    Article  Google Scholar 

  • Jain RK, Kumar A, Kothyari UC (2015) Turbulence statistics of flow through degraded channel bed of sand–gravel mixture. J Hydro-Environ Res 9:508–518

    Article  Google Scholar 

  • Jiang N, Wang Z (1995) Detection of average burst period in wall turbulence by means of autocorrelation. J Exp Mech 10:343–348 (in Chinese)

    Google Scholar 

  • Kassem H, Thompson CEL, Amos CL, Townend IH (2015) Wave-induced coherent turbulence structures and sediment resuspension in the nearshore of a prototype-scale sandy barrier beach. Cont Shelf Res 109:78–94

    Article  Google Scholar 

  • Katul G, Kuhn G, Schieldge J, Hsieh CI (1997) The ejection-sweep character of scalar fluxes in the unstable surface layer. Bound-Layer Meteorol 83:1–26

    Article  Google Scholar 

  • Kawanisi K, Yokosi S (1993) Measurements of turbulence and suspended sediment in Tidal River. J Hydraul Eng 119:704–724

    Article  Google Scholar 

  • Keylock CJ (2007) The visualization of turbulence data using a wavelet-based method. Earth Surf Proc Land 32:637–647

    Article  Google Scholar 

  • Keylock CJ (2008) A criterion for delimiting active periods within turbulent flows. Geophys Res Lett 35:85–90

    Article  Google Scholar 

  • Keylock CJ, Lane SN, Richards KS (2014) Quadrant/octant sequencing and the role of coherent structures in bed load sediment entrainment. J Geophys Res Earth Surf 119:264–286

    Article  Google Scholar 

  • Kim HT, Kline SJ, Reynolds WC (1971) The production of turbulence near a smooth wall in a turbulent boundary layer. J Fluid Mech 50:133–160

    Article  Google Scholar 

  • Kong F, Hu W, Gu X, Yang G, Fan C, Chen K (2007) On the cause of cyanophyta bloom and pollution in water intake area and emergency measures in Meiliang Bay, Lake Taihu in 2007. J Lake Sci 19:357–358 (in Chinese)

    Article  Google Scholar 

  • Li Y, Tang C, Wang J, Acharya K, Du W, Gao X et al (2017) Effect of wave-current interactions on sediment resuspension in large shallow Lake Taihu, China. Environ Sci Pollut Res 24:4029–4039

    Article  Google Scholar 

  • Liu X, Bai Y (2014) Turbulent structure and bursting process in multi-bend meander channel. J Hydrodyn 26:207–215

    Article  Google Scholar 

  • Liu X, Zhang Y, Yin Y, Wang M, Qin B (2013) Wind and submerged aquatic vegetation influence bio-optical properties in large shallow Lake Taihu, China. J Geophys Res 118:713–727

    Article  Google Scholar 

  • Luchik TS, Tiederman WG (2006) Timescale and structure of ejections and bursts in turbulent channel flows. J Fluid Mech 174:529–552

    Article  Google Scholar 

  • Lürling M, Van OF (2013) Controlling eutrophication by combined bloom precipitation and sediment phosphorus inactivation. Water Res 47:6527–6537

    Article  CAS  Google Scholar 

  • Mao Y, Yang H, Yuan X, Ji Q (2002) Characteristics of turbulent bursting phenomenon in open channel with a flat and smooth bottom. J Hydrodyn 17:413–421 (in Chinese)

    Google Scholar 

  • Mohajeri SH, Righetti M, Wharton G, Romano GP (2016) On the structure of turbulent gravel bed flow: implications for sediment transport. Adv Water Resour 92:90–104

    Article  Google Scholar 

  • Nelson JM, Shreve RL, Mclean SR, Drake TG (1995) Role of near-bed turbulence structure in bed load transport and bed form mechanics. Water Resour Res 31:2071–2086

    Article  Google Scholar 

  • Nino Y, Garcia MH (1996) Experiments on particle-turbulence interactions in the near-wall region of an open channel flow: implications for sediment transport. J Fluid Mech 326:285–319

    Article  Google Scholar 

  • Nixdorf B, Deneke R (1997) Why “very shallow” lakes are more successful opposing reduced nutrients loads. Hydrobiologia 342(343):269–284

    Article  Google Scholar 

  • Noguchi K, Nezu I (2009) Particle-turbulence interaction and local particle concentration in sediment-laden open-channel flows. J Hydro-Environ Res 3:54–68

    Article  Google Scholar 

  • Offen GR, Kline SJ (1974) Combined dye-streak and hydrogen-bubble visual observations of a turbulent boundary layer. J Fluid Mech 62:223–239

    Article  Google Scholar 

  • Offen GR, Kline SJ (1975) A proposed model of the bursting process in turbulent boundary layers. J Fluid Mech 70:209–228

    Article  Google Scholar 

  • Paerl HW, Huisman J (2008) Blooms like it hot. Science 320:57–58

    Article  CAS  Google Scholar 

  • Pang CC, Wang FF, Wu SQ, Lai XJ (2015) Impact of submerged herbaceous vegetation on wind-induced current in shallow water. Ecol Eng 81:387–394

    Article  Google Scholar 

  • Papanicolaou AN, Diplas P, Dancey CL, Balakrishnan M (2001) Surface roughness effects in near-bed turbulence: implications to sediment entrainment. J Eng Mech 127:211–218

    Article  Google Scholar 

  • Qin B (2009) Lake eutrophication: control countermeasures and recycling exploitation. Ecol Eng 35:1569–1573

    Article  Google Scholar 

  • Qin B, Hu W, Gao G (2004) Dynamics of sediment resuspension and the conceptual schema of nutrient release in the large shallow Lake Taihu, China. Chin Sci Bull 49:54–64

    Article  Google Scholar 

  • Qin B, Zhu G, Zhang L, Luo L, Gao G, Gu B (2006) Estimation of internal nutrient release in large shallow Lake Taihu, China. Sci China Ser D 49:38–50

    Article  CAS  Google Scholar 

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

    Article  CAS  Google Scholar 

  • Ren H, Wu Y (2011) Turbulent boundary layers over smooth and rough forward-facing steps. Phys Fluids 23:21

    Google Scholar 

  • Shu W, Tang N (1988) Busrt frequeney in turbulent boundary layers. Acta Mech Sinica-Prc 4:291–303

    Article  Google Scholar 

  • Sondergaard M, Kristensen P, Jeppesen E (1992) Phosphorus release from resuspended sediment in the shallow and wind-exposed Lake Arreso, Denmark. Hydrobiologia 228:91–99

    Article  Google Scholar 

  • Stone R (2011) China aims to turn tide against toxic lake pollution. Science 333:1210–1211

    Article  Google Scholar 

  • Strom KB, Papanicolaou AN (2007) ADV measurements around a cluster microform in a shallow mountain stream. J Hydraul Eng 133:1379–1389

    Article  Google Scholar 

  • Sumer BM, Deigaard R (1981) Particle motions near the bottom in turbulent flow in an open channel. J Fluid Mech 109:311–337

    Article  CAS  Google Scholar 

  • Sumer BM, Oguz B (1978) Particle motions near the bottom in turbulent flow in an open channel. J Fluid Mech 86:109–127

    Article  CAS  Google Scholar 

  • Thompson CEL, Kassem H, Williams JJ (2013) BARDEX II: nearshore sediment resuspension and bed morphology. J Coast Res SI 65:1593–1598

    Article  Google Scholar 

  • Tubergen RG, Tiederman WG (1993) Evaluation of ejection detection schemes in turbulent wall flows. Exp Fluids 15:255–262

    Article  CAS  Google Scholar 

  • Voulgaris G, Meyers ST (2004) Temporal variability of hydrodynamics, sediment concentration and sediment settling velocity in a tidal creek. Cont Shelf Res 24:1659–1683

    Article  Google Scholar 

  • Wang D (2000) On the spatial structure of low-speed streaks and particle motion in the wall region of turbulent open channel flow. Tsinghua University, Dissertation (in Chinese)

    Google Scholar 

  • Willmarth WW, Lu SS (1972) Structure of the Reynolds stress near the wall. J Fluid Mech 55:65–92

    Article  Google Scholar 

  • Wu F, Yang K (2004) Entrainment probabilities of mixed-size sediment incorporating near-bed coherent flow structures. J Hydraul Eng 130:1187–1197

    Article  Google Scholar 

  • Wu T, Qin B, Zhu G, Zhu M, Wei L, Luan C (2013) Modeling of turbidity dynamics caused by wind-induced waves and current in the Taihu Lake. Int J Sediment Res 28:139–148

    Article  CAS  Google Scholar 

  • Wu T, Qin B, Brookes JD, Shi K, Zhu G, Zhu M, Yan W, Wang Z (2015) The influence of changes in wind patterns on the areal extension of surface cyanobacterial blooms in a large shallow lake in China. Sci Total Environ 518-519:24–30

    Article  CAS  Google Scholar 

  • Wu T, Timo H, Qin B, Zhu G, Janne R, Yan W (2016) In-situ erosion of cohesive sediment in a large shallow lake experiencing long-term decline in wind speed. J Hydrol 539:254–264

    Article  Google Scholar 

  • Yuan Y, Wei H, Zhao L, Cao Y (2009) Implications of intermittent turbulent bursts for sediment resuspension in a coastal bottom boundary layer: a field study in the western Yellow Sea, China. Mar Geol 263:87–96

    Article  CAS  Google Scholar 

  • Zhu M, Zhu G, Zhao L, Yao X, Zhang Y, Gao G, Qin B (2013) Influence of algal bloom degradation on nutrient release at the sediment-water interface in Lake Taihu, China. Environ Sci Pollut Res 20:1803–1811

    Article  CAS  Google Scholar 

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Funding

The research was supported by National Science Funds for Creative Research Groups of China (No. 51421006); National Key Research and Development Plan (2016YFC0401703, 2017YFC0405203), and Chinese National Science Foundation (51779072, 51579071, 41323001, 51539003); the program of Dual Innovative Talents Plan and Innovative Research Team in Jiangsu Province; Postgraduate Research & Practice Innovation Program of Jiangsu Province; the Priority Academic Program Development of Jiangsu Higher Education Institutions, and the Fundamental Research Funds for the Central Universities.

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Correspondence to Yiping Li.

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Responsible editor: Shiming Ding

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Wei, J., Li, Y., Weng, S. et al. Determination of threshold parameter in quadrant splitting for identifying coherent motions in Lake Taihu, China. J Soils Sediments 19, 1017–1028 (2019). https://doi.org/10.1007/s11368-018-2099-8

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  • DOI: https://doi.org/10.1007/s11368-018-2099-8

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