Estimation of suspended sediment concentration in rivers using acoustic methods

被引:0
|
作者
Şebnem Elçi
Ramazan Aydın
Paul A. Work
机构
[1] Izmir Institute of Technology,Department of Civil Engineering
[2] Georgia Institute of Technology,School of Civil and Environmental Engineering
来源
关键词
Acoustic Doppler; Suspended sediment concentration; Streams and rivers; Aegean; Particle size; Multivariate analysis;
D O I
暂无
中图分类号
学科分类号
摘要
Acoustic Doppler current meters (ADV, ADCP, and ADP) are widely used in water systems to measure flow velocities and velocity profiles. Although these meters are designed for flow velocity measurements, they can also provide information defining the quantity of particulate matter in the water, after appropriate calibration. When an acoustic instrument is calibrated for a water system, no additional sensor is needed to measure suspended sediment concentration (SSC). This provides the simultaneous measurements of velocity and concentration required for most sediment transport studies. The performance of acoustic Doppler current meters for measuring SSC was investigated in different studies where signal-to-noise ratio (SNR) and suspended sediment concentration were related using different formulations. However, these studies were each limited to a single study site where neither the effect of particle size nor the effect of temperature was investigated. In this study, different parameters that affect the performance of an ADV for the prediction of SSC are investigated. In order to investigate the reliability of an ADV for SSC measurements in different environments, flow and SSC measurements were made in different streams located in the Aegean region of Turkey having different soil types. Soil samples were collected from all measuring stations and particle size analysis was conducted by mechanical means. Multivariate analysis was utilized to investigate the effect of soil type and water temperature on the measurements. Statistical analysis indicates that SNR readings ob tained from the ADV are affected by water temperature and particle size distribution of the soil, as expected, and a prediction model is presented relating SNR readings to SSC mea surements where both water temperature and sediment characteristics type are incorporated into the model. The coefficients of the suggested model were obtained using the multivariate anal ysis. Effect of high turbidity conditions on ADV performance was also investigated during and after rain events.
引用
收藏
页码:255 / 265
页数:10
相关论文
共 50 条
  • [21] Estimation of local extreme suspended sediment concentrations in California Rivers
    Tramblay, Yves
    Saint-Hilaire, Andre
    Ouarda, Taha B. M. J.
    Moatar, Florentina
    Hecht, Barry
    SCIENCE OF THE TOTAL ENVIRONMENT, 2010, 408 (19) : 4221 - 4229
  • [22] Estimating instantaneous concentration of suspended sediment using acoustic backscatter from an ADV
    Li, Wenjie
    Yang, Shengfa
    Yang, Wei
    Xiao, Yi
    Fu, Xuhui
    Zhang, Shuaishuai
    INTERNATIONAL JOURNAL OF SEDIMENT RESEARCH, 2019, 34 (05) : 422 - 431
  • [23] A combined use of acoustic and optical devices to investigate suspended sediment in rivers
    Guerrero, Massimo
    Ruther, Nils
    Haun, Stefan
    Baranya, Sandor
    ADVANCES IN WATER RESOURCES, 2017, 102 : 1 - 12
  • [24] ANALYSES OF TURBIDITY AND ACOUSTIC BACKSCATTER SIGNAL WITH ARTIFICIAL NEURAL NETWORK FOR ESTIMATION OF SUSPENDED SEDIMENT CONCENTRATION
    Meral, R.
    Dogan Demir, A.
    Cemek, B.
    APPLIED ECOLOGY AND ENVIRONMENTAL RESEARCH, 2018, 16 (01): : 697 - 708
  • [25] Estimation of Concentration and Load of Suspended Bed Sediment in a Large River by Means of Acoustic Doppler Technology
    Latosinski, Francisco G.
    Szupiany, Ricardo N.
    Garcia, Carlos M.
    Guerrero, Massimo
    Amsler, Mario L.
    JOURNAL OF HYDRAULIC ENGINEERING, 2014, 140 (07)
  • [26] Comparison between Hyperspectral and Multispectral Retrievals of Suspended Sediment Concentration in Rivers
    Jung, Sung Hyun
    Kwon, Siyoon
    Seo, Il Won
    Kim, Jun Song
    WATER, 2024, 16 (09)
  • [27] Estimation of suspended sediment concentration in Taihu lake using MODIS image data
    Zhu, Ling-Ya
    Wang, Shi-Xin
    Zhou, Yi
    Yan, Fu-Li
    Yang, Long-Yuan
    Shuikexue Jinzhan/Advances in Water Science, 2007, 18 (03): : 444 - 450
  • [28] Suspended Sediment Concentration Estimation from Landsat Imagery along the Lower Missouri and Middle Mississippi Rivers Using an Extreme Learning Machine
    Peterson, Kyle T.
    Sagan, Vasit
    Sidike, Paheding
    Cox, Amanda L.
    Martinez, Megan
    REMOTE SENSING, 2018, 10 (10):
  • [29] PROCESS-ORIENTED ESTIMATION OF SUSPENDED SEDIMENT CONCENTRATION
    IRVINE, KN
    DRAKE, JJ
    WATER RESOURCES BULLETIN, 1987, 23 (06): : 1017 - 1025
  • [30] CONSTRAINING ACOUSTIC BACKSCATTER ESTIMATES OF SUSPENDED SEDIMENT CONCENTRATION PROFILES USING THE BED ECHO
    THORNE, PD
    HOLDAWAY, GP
    HARDCASTLE, PJ
    JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1995, 98 (04): : 2280 - 2288