Seismic Monitoring of Flash Floods at the Arroyo de los Pinos: Investigation of Bedload Flux and Grain Size Distribution

IF 3.8 2区 地球科学 Q1 GEOSCIENCES, MULTIDISCIPLINARY
J. Mitchell McLaughlin, Susan Bilek, Daniel Cadol, Jens M. Turowski, Loc Luong, Kyle Stark, Jonathan B. Laronne
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Abstract

Bedload transport is a key fluvial process. Yet, it is challenging to measure in natural streams, and continuous time series are rare. Seismic methods show promise for continuous monitoring of bedload transport. However, comparisons with direct bedload measurements are required for calibration and validation, and few such data sets exist. We collected high temporal resolution seismic and bedload flux data from 19 flash flood events that occurred during 5 years at the Arroyo de los Pinos experimental watershed in central New Mexico. We use this data set to investigate the variation of seismic signals with bedload flux across events. To compare seismic and bedload data, we first isolated seismic power-spectral density (PSD) in the 30–80 Hz frequency range, largely to exclude local noise sources. Next, we computed the linear regression of recorded PSD with bedload flux measurements to determine the robustness of correlation. We found a good correlation between median PSD in the 30–80 Hz range and bedload flux (Spearman's ρ = 0.77). To further investigate variation in the bedload-PSD relationship, we sieved sediment captured in bedload samplers and determined variations in PSD according to grain size. We found a significant positive correlation between PSD and the median grain size of bedload in motion, but the peak frequencies did not correlate with grain size.

Abstract Image

阿罗约德洛斯皮诺斯山洪的地震监测:河床通量和粒度分布的调查
河床输运是一个关键的河流过程。然而,在自然溪流中测量具有挑战性,连续时间序列很少。地震方法显示了连续监测层质运移的前景。然而,为了进行校准和验证,需要与直接层载测量进行比较,而这样的数据集很少。我们收集了新墨西哥州中部Arroyo de los Pinos实验流域5年来发生的19次山洪暴发事件的高时间分辨率地震和河床通量数据。我们使用这个数据集来研究地震信号随层载通量的变化。为了比较地震和层载数据,我们首先在30-80 Hz频率范围内分离地震功率谱密度(PSD),主要是为了排除局部噪声源。接下来,我们计算了记录的PSD与河床通量测量的线性回归,以确定相关性的稳健性。我们发现30-80 Hz范围内的中位PSD与床上负荷通量之间有良好的相关性(Spearman ρ = 0.77)。为了进一步研究顺质-PSD关系的变化,我们对顺质采样器捕获的沉积物进行了筛分,并根据粒度确定了PSD的变化。研究发现,PSD与运动层质中位粒径呈显著正相关,但峰值频率与粒径无显著相关。
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来源期刊
Journal of Geophysical Research: Earth Surface
Journal of Geophysical Research: Earth Surface Earth and Planetary Sciences-Earth-Surface Processes
CiteScore
6.30
自引率
10.30%
发文量
162
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