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Dynamics of Stream Water Quality during Snowmelt and Rainfall - Runoff Events in a Small Agricultural Catchment

机译:融雪和降雨过程中溪水水质的动态-小型农业流域的径流事件。

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Surface water quality can vary a lot with fluctuating discharge during a Rainfall - runoff event. This paper uses a set of hydrologieal and hydrochemical variables to explain concentration-discharge loops and hysteresis of NO_3~-, NH_4~+ and total suspended solids in a brook dewatering a small upland agricultural catchment in the Czech Republic. Our study is based on data collected by a continuous monitoring approach provided by an automatic ISCO sampler both from snow thawing and rainfall - runoff events. Methods of correlation, regression and principal component analysis (PCA) were employed to reveal possible relationships among the variables. For NO_3~- and NH_4~+, we found several types of concentration-discharge loops due to the loop rotation direction and also the loop curvature shape, in mutual combinations, no matter which type of a hydrologieal event it was related to. PCA indicated that NO_3~- loops correlated mostly with the length of a rising hydrograph limb and with the slope of the initial phase of a falling hydrograph limb, 5-day amount of precipitation and runoff coefficient. In case of NH_4~+, the concentrations usually increased with elevated discharge, whereas PCA did not detect any closer linkages. For suspended solids, an unambiguous positive monotonic relationship was discovered. Although no definite pattern was found, this study showed the necessity of a continuous water quality monitoring system as an approach for capturing and understanding relationships between solute concentrations and runoff formation for tracing and modelling catchment pollution sources and describing transport processes.
机译:在降雨-径流事件期间,地表水的质量会随着排放量的波动而变化很大。本文利用一组水文和水化学变量解释了捷克共和国一个小旱地农业流域的一条小溪中NO_3〜-,NH_4〜+和总悬浮固体的浓度-排放回路和滞后现象。我们的研究基于由ISCO自动采样器提供的连续监测方法收集的数据,这些方法来自融雪和降雨-径流事件。采用相关,回归和主成分分析(PCA)的方法来揭示变量之间的可能关系。对于NO_3〜-和NH_4〜+,由于环旋转方向和环曲率形状的相互结合,我们发现了几种类型的浓度-排放环,无论与哪种水文事件有关。 PCA表明,NO_3〜-回路主要与上升的水文肢长和下降的水文肢初始阶段的斜率,5天的降水量和径流系数有关。在NH_4〜+的情况下,浓度通常随放电量的增加而增加,而PCA没有检测到任何更紧密的联系。对于悬浮固体,发现了明确的正单调关系。尽管没有找到明确的模式,但这项研究表明必须建立一个连续的水质监测系统,以捕获和理解溶质浓度与径流形成之间的关系,以追踪和模拟集水区污染源并描述运输过程。

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