Multiple Linear Regression Analysis of Vertical Distribution of Near-Shore Suspended Sediment

According to some main assumptions in the Rouse Formula, it analyzes the applicability of Rouse distribution in the coastal region.Based on the classical Rouse Formula, the linear form of Rouse Formula and the transport characteristics of offshore sediment were used to take ln , ln , , , ln and as the independent variables.The multiple liner regression method was used to analyze the influence of the independent variables on the vertical distribution of sediment concentration.By using the method of significance test, the factors (ln) that have less influence on sediment concentration among 6 variables were eliminated.The correlation coefficient between the calculated sediment concentration and the measured sediment concentration indicates that the adopted variables can reflect the characteristics of vertical distribution of concentration of fine sediment near shore under complex dynamic conditions.

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Publication Details

Journal
Journal of Environmental Science and Engineering B
Published
2025-01-28
DOI
https://doi.org/10.17265/2162-5263/2025.01.002
Primary Topic
Environmental Changes in China
Type
article
Field-Weighted Citation Impact
0.00

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article

Multiple Linear Regression Analysis of Vertical Distribution of Near-Shore Suspended Sediment

Xingyuan Chen, Mengmeng Wei, Wenjin Zhu, Xiaotian Dong
Journal of Environmental Science and Engineering B
Environmental Changes in China
article

Multiple Linear Regression Analysis of Vertical Distribution of Near-Shore Suspended Sediment

Xingyuan Chen, Mengmeng Wei, Wenjin Zhu, Xiaotian Dong
article en

Abstract

According to some main assumptions in the Rouse Formula, it analyzes the applicability of Rouse distribution in the coastal region.Based on the classical Rouse Formula, the linear form of Rouse Formula and the transport characteristics of offshore sediment were used to take ln , ln , , , ln and as the independent variables.The multiple liner regression method was used to analyze the influence of the independent variables on the vertical distribution of sediment concentration.By using the method of significance test, the factors (ln) that have less influence on sediment concentration among 6 variables were eliminated.The correlation coefficient between the calculated sediment concentration and the measured sediment concentration indicates that the adopted variables can reflect the characteristics of vertical distribution of concentration of fine sediment near shore under complex dynamic conditions.

Journal of Environmental Science and Engineering BVol. 14(1)
Ocean University of China (CN)
Jiangsu Ocean University
Life below water
Openalex Percentile: Top 98%
Environmental Changes in China
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