长江科学院院报 ›› 2019, Vol. 36 ›› Issue (11): 40-44.DOI: 10.11988/ckyyb.20190303

• 水力学 • 上一篇    下一篇

大样本数据模型方法在中小河流流量测验中的应用

曹浩1, 汪成刚2, 李吉涛3   

  1. 1.长江科学院 科研计划处,武汉 430010;
    2.襄阳市水文水资源勘测局,湖北 襄阳 441003;
    3.湖北省水文水资源应急监测中心, 武汉 430070
  • 收稿日期:2019-03-25 出版日期:2019-11-01 发布日期:2019-11-11
  • 作者简介:曹浩(1987-),男,贵州松桃人,工程师,硕士,主要从事监测信息化和水文测验方面的研究。E-mail:241032450@qq.com
  • 基金资助:
    国家重点研发计划项目(2017YFC1502604)

Application of Large Sample Data Analysis Method to Flow Calculation of Medium and Small Rivers

CAO Hao1, WANG Cheng-gang2, LI Ji-tao3   

  1. 1.Planning &Project Management Department, Yangtze River Scientific Research Institute, Wuhan 430010, China;
    2.Xiangyang Hydrological and Water Resources Survey Bureau, Xiangyang 441003, China;
    3.Hubei Hydrology and Water Resources Emergency Monitoring Center, Wuhan 430070, China
  • Received:2019-03-25 Online:2019-11-01 Published:2019-11-11

摘要: 目前大部分中小河流采用传统流量测验方法,如流速仪法、浮标测流法、指标流速法、比降面积法等,这些方法存在投入大、测量过程耗时的问题。结合传统断面流量计算理论和最新表面流速测验技术,提出了通过表面流速、断面水位大样本数据输入,确立河道断面水位-流量关系曲线的方法。该方法可以通过少量实测中高水位、流量数据,基于大样本数据输入模型计算流量,从而快速分析河道水位-流量关系特性,拟合出水位-流量关系曲线。与传统方法相比,该方法减少了拟合水位-流量关系曲线需进行的流量测量工作量,减少了测量过程带来的误差,从而提高了测量精度。该方法的优势体现为操作简单、精度高、成本低。

关键词: 大样本数据模型, 中小河流, 流量测验, 水位, 关系曲线

Abstract: Traditional flow measurement methods (e.g. flow meter method, buoy flow measurement method, index flow rate method, specific drop area method, etc.) for most small and medium-sized rivers at present are featured with large investment and large time consumption. In association with traditional sectional flow calculation theory and the latest surface velocity measurement technology, we propose a method of determining the stage-discharge relation of river section via inputting large sample data of surface velocity and sectional water level. This method needs only a small amount of observed flow data at medium and high water levels to calculate flow rate and fit the stage-discharge curve. Compared with traditional methods, the proposed method reduces the workload of flow rate measurement required for fitting the stage-discharge curve, and cuts down the errors brought about by measurement, hence enhancing precision. It is also convenient for operation with low cost.

Key words: large sample data model, small and medium-sized rivers, flow measurement, water level, stage-discharge relation curve

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