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Information Journal Paper

Title

An Evaluation of Image Processing Technique in Estimating Manning’ s Roughness Coefficient within the Surface Layer of Riverbeds

Pages

  711-722

Abstract

 Considering the importance of a reasonable estimation of roughness coefficient in river engineering studies as well as especially in the case of flood zoning investigations as well as a determination of riverbed extents, an evaluation of Image processing technique in estimating Manning’ s roughness coefficient within the surface layer of riverbeds was carried out throughout the present study. The mentioned approach of evaluation was conducted through a simultaneous implementation of sieving analysis and digital Image processing methods, within a 7. 5km reach of Shalmanrood River, Guilan. The processing of captured images signifies that this technique possesses an excellent accuracy in estimating the size of sediment particles (particles of a size of d50 or larger) and can be employed to estimate Manning’ s roughness coefficient of sediment particles of riverbed, utilizing the given empirical formulas. To evaluate the Image processing results in estimating Manning’ s coefficient values, one-dimensional modeling by Hec-Ras Hydraulic model was used and the model conducted through different scenarios. Finally, on given cross sections, the comparison of output hydraulic properties with respect to Cowan’ method results showed that Bray’ s empirical formula (d90) will present the best efficiency in estimating the Manning’ s roughness coefficients within the surface of the riverbed. Hence, it is concluded that it is possible to improve results’ accuracy using Image processing technique in estimation of roughness coefficient in river engineering studies.

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    APA: Copy

    HASSANNEZHAD SHARIFI, FARZAM, SAMADI, AMIR, & AZIZIAN, ASGHAR. (2017). An Evaluation of Image Processing Technique in Estimating Manning’ s Roughness Coefficient within the Surface Layer of Riverbeds. IRANIAN JOURNAL OF SOIL AND WATER RESEARCH, 47(4 ), 711-722. SID. https://sid.ir/paper/225891/en

    Vancouver: Copy

    HASSANNEZHAD SHARIFI FARZAM, SAMADI AMIR, AZIZIAN ASGHAR. An Evaluation of Image Processing Technique in Estimating Manning’ s Roughness Coefficient within the Surface Layer of Riverbeds. IRANIAN JOURNAL OF SOIL AND WATER RESEARCH[Internet]. 2017;47(4 ):711-722. Available from: https://sid.ir/paper/225891/en

    IEEE: Copy

    FARZAM HASSANNEZHAD SHARIFI, AMIR SAMADI, and ASGHAR AZIZIAN, “An Evaluation of Image Processing Technique in Estimating Manning’ s Roughness Coefficient within the Surface Layer of Riverbeds,” IRANIAN JOURNAL OF SOIL AND WATER RESEARCH, vol. 47, no. 4 , pp. 711–722, 2017, [Online]. Available: https://sid.ir/paper/225891/en

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