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Relative Influence of Landscape Variables and Discharge on Suspended Sediment Yields in Temperate Mountain Catchments

机译:景观变量和流量对温带山区流域悬浮泥沙产量的相对影响

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Suspended sediment is an important regulator of stream habitat quality but notoriously difficult to predict and regulate. This difficulty arises because of high natural variability in suspended sediment yield in space and time. Here we quantified associations between suspended sediment yields and discharge, watershed setting (i.e., physiography and lithology), and disturbance history for 10 temperate mountain watersheds (8.5-6,242 ha) in the U.S. Pacific Northwest (H.J. Andrews Long-Term Ecological Research, LTER) over an similar to 60-year period. Annual suspended sediment yields varied almost 4 orders of magnitude across space and time. A linear mixed effects model indicated that much of the variation in yields could be explained by the random effect of site (conditional R-2=0.74) with additional variation explained by the fixed effects (marginal R-2=0.67) of cumulative annual discharge (p0.001) and the variability (standard deviation) of watershed slope (p0.001). Two annual sediment yield data points were model outliers, that each occurred within a decade after forest management activities and a large-magnitude storm event at sites with high variability of catchment slope. Other sites had low sediment yields for a range of conditions, including management or flood disturbance. Taken together, our study shows that watersheds with high slope variability have higher suspended sediment yields and may be more vulnerable to increases in sediment yields following disturbances.
机译:悬浮的泥沙是河流生境质量的重要调节器,但众所周知很难预测和调节。出现这种困难的原因是,悬浮沉积物的时空产量和时空高度自然变化。在这里,我们量化了美国太平洋西北部10个温带山区流域(8.5-6,242公顷)的悬浮沉积物产量与流量,流域设置(即,地貌和岩性)以及扰动历史之间的关联(HJ安德鲁斯长期生态研究,LTER) )的期限类似于60年。年度悬浮泥沙产量在时空上变化了近4个数量级。线性混合效应模型表明,产量的大部分变化可以由场地的随机效应(条件R-2 = 0.74)解释,而额外的变化可以由累积年排放量的固定效应(边际R-2 = 0.67)解释。 (p <0.001)和流域坡度的变异性(标准差)(p <0.001)。两个年度沉积物产量数据点是模型异常值,它们分别在森林管理活动和集水坡高度变化的地点发生大幅度暴风雨之后的十年内发生。在包括管理或洪水干扰在内的一系列条件下,其他站点的沉积物产量较低。综上所述,我们的研究表明,具有高坡度变化的流域具有较高的悬浮沉积物产量,并且可能更容易受到扰动后沉积物产量增加的影响。

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