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Application of digital image processing in slope surface runoff velocity analysis under simulated rainfall conditions

机译:数字图像处理在模拟降雨条件下坡面径流速度分析中的应用

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摘要

To have accurate runoff velocity, there is need to improve dye tracer method for estimating surface runoff velocity. This can enhance the calculations of relevant hydrologic parameters that will lead to a better understanding of hydrological processes and soil erosion. In this study, an integrated dye tracer and image processing method ( IPV ) and dye tracer method ( AOV ), respectively, were used to estimate runoff velocity under three slope gradients (5°, 10°, and 15°) and three slope positions (up-slope, mid-slope, and down-slope). The results showed more variation in runoff velocity under IPV than AOV . Both IPV and AOV were positively correlated with slope gradient. IPV values were close to AOV ones for slope gradients ≤5°, but were significantly different for slope gradients ≥10°. The mean AOV value was 10.6% higher than that of IPV . Regression analysis showed that compared with AOV , IPV overestimated and underestimated runoff under low and high runoff velocity conditions, respectively. The use of image processing in IPV was advantageous because of its ease of use with fewer artificial errors and its suitability for lateral diffusion of runoff. Irrespectively, additional studies are needed to verify and/or improve further the use of this method in runoff velocity analysis.
机译:为了具有精确的径流速度,需要改进染料示踪法以估计表面径流速度。这可以增强相关水文参数的计算,从而使人们更好地了解水文过程和土壤侵蚀。在这项研究中,分别使用集成的染料示踪剂和图像处理方法(IPV)和染料示踪剂方法(AOV)来估算三个斜率(5°,10°和15°)和三个斜率位置下的径流速度(上坡,中坡和下坡)。结果表明,IPV下径流速度的变化大于AOV。 IPV和AOV均与斜率呈正相关。对于坡度≤5°的IPV值接近AOV值,但对于坡度≥10°的IPV值则有显着差异。平均AOV值比IPV高10.6%。回归分析表明,与AOV相比,在低径流速度和高径流速度条件下,IPV分别高估了和低估了径流。在IPV中使用图像处理是有优势的,因为它易于使用,人为错误更少,并且适合径流的横向扩散。无论如何,还需要进行其他研究来验证和/或进一步改进该方法在径流速度分析中的使用。

著录项

  • 来源
    《Nordic hydrology》 |2018年第4期|1304-1312|共9页
  • 作者

    Tiexiong Gong; Yuanjun Zhu;

  • 作者单位
  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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