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Suspended particulate matter estimates using optical and acoustic sensors: application in Nestos River plume (Thracian Sea, North Aegean Sea)

机译:使用光学和声学传感器估算悬浮颗粒物:在Nestos河羽流中的应用(色雷斯海,北爱琴海)

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The present study investigates the use of combined methods of optical and acoustic sensors, in collaboration with direct in situ measurements, for the calibration and validation of a model transforming acoustic backscatter intensity series into suspended particulate matter (SPM) concentration datasets. The model follows previously elaborated techniques, placing particular attention to the parameterization of the acoustic absorption index as a function of water physical properties. Results were obtained from the annual deployment (during 2007-2008) of an upward-facing acoustic Doppler current profiler (ADCP) (307 kHz), equipped with a Wave Array, and an optical backscatter sensor (OBS), at the bottom of Thassos Passage near Nestos River plume (Thracian Sea, Northern Greece). The OBS was calibrated through linear regression, using 2007 and 2012 field sampling data, exhibiting an error of 13-14 % due to chlorophyll presence. The ADCP signal was calibrated through simultaneous measurements of backscatter intensity and turbidity profiles. Harmonic analysis on the model-produced SPM concentrations explained the tidal influence on their variability, especially during the summer. Empirical orthogonal functions analysis revealed the impact of waves and wave-induced currents on SPM variability. Finally, Nestos River sediment load was found uncorrelated to the SPM change in Thassos Passage, due to the dispersal and sediment deposition near the river mouth.
机译:本研究调查了结合使用光学和声学传感器与直接原位测量相结合的方法,以校准和验证将声学反向散射强度序列转换为悬浮颗粒物(SPM)浓度数据集的模型。该模型遵循先前详细阐述的技术,特别注意吸声指数的参数化作为水物理性质的函数。结果是从Thassos底部的年度向上部署声多普勒电流剖面仪(ADCP)(307 kHz)(在2007年至2008年期间)获得的,该仪配有波阵和光学反向散射传感器(OBS)。 Nestos河羽(北希腊,北海)附近的通道。使用2007年和2012年的田间采样数据,通过线性回归对OBS进行了校准,由于叶绿素的存在,OBS的误差为13-14%。通过同时测量反向散射强度和浊度曲线来校准ADCP信号。对模型产生的SPM浓度的谐波分析说明了潮汐对其变化的影响,尤其是在夏季。经验正交函数分析揭示了波和波感应电流对SPM变异性的影响。最后,由于河口附近的分散和沉积物沉积,发现内斯托斯河的沉积物负荷与Thassos通道中的SPM变化无关。

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