首页> 外文期刊>Hydrology and Earth System Sciences >Attribution of detected changes in streamflow using multiple working hypotheses
【24h】

Attribution of detected changes in streamflow using multiple working hypotheses

机译:使用多个工作假设对流中检测到的变化进行归因

获取原文
       

摘要

This paper revisits a widely cited study of the Boyne catchment in eastIreland that attributed greater streamflow from the mid-1970s to increasedprecipitation linked to a shift in the North Atlantic Oscillation. Using themethod of multiple working hypotheses we explore a wider set of potentialdrivers of hydrological change. Rainfall–runoff models are used toreconstruct streamflow to isolate the effect of climate, taking account ofboth model structure and parameter uncertainty. The Mann–Kendall test formonotonic trend and Pettitt change point test are applied to exploresignatures of change. Contrary to earlier work, arterial drainage andsimultaneous onset of field drainage in the 1970s and early 1980s are nowinvoked as the predominant drivers of change in annual mean and high flowswithin the Boyne. However, a change in precipitation regime is also presentin March, thereby amplifying the effect of drainage. This new explanationposits that multiple drivers acting simultaneously were responsible for theobserved change, with the relative contribution of each driver dependant onthe timescale investigated. This work demonstrates that valuable insightscan be gained from a systematic application of the method of multipleworking hypotheses in an effort to move towards more rigorous attribution,which is an important part of managing emerging impacts on hydrological systems.
机译:本文回顾了在东爱尔兰的博因集水区的一项被广泛引用的研究,该研究归因于从1970年代中期开始的更大流量,这归因于与北大西洋涛动变化有关的降水增加。使用多种可行假设的方法,我们探索了更广泛的水文变化潜在驱动因素。考虑模型结构和参数不确定性,使用降雨径流模型来重建水流以隔离气候影响。用Mann–Kendall检验单调趋势和Pettitt变更点检验来探索变更的特征。与早期的工作相反,现在引用了1970年代和1980年代初期的动脉引流和田间引流的同时发生,作为引起博伊内年平均流量和高流量变化的主要驱动力。但是,三月份也出现了降水状态的变化,从而扩大了排水的影响。这一新的解释认为,多个驾驶员同时行动是所观察到的变化的原因,每个驾驶员的相对贡献取决于所研究的时间尺度。这项工作表明,可以通过系统地应用多重工作假设方法来获得有价值的见解,以努力实现更严格的归因,这是管理对水文系统新出现影响的重要组成部分。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号