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WATERSHED-BASED RETROSPECTIVE WATER QUALITY ASSESSMENT: WEST RIVER, JIULONG RIVER, FUJIAN PROVINCE, PRC

机译:基于流域的回顾性水质评估:福建省九龙江西河,中国

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This paper develops a statistical approach to retrospective assessment of the impacts of economic developments affecting a watershed in Fujian Province, People's Republic of China. Using publicly available data, we study times series of several water quality parameters, link them via data analysis to several aspects of economic development, also based on time series, and assess the impact of time-varying economic changes on the watershed's water quality. The methods used include time-series analysis (e.g., ARIMA), Monte Carlo simulations (e.g., bootstrap), Bayesian regression, trend analysis, and non-parametric correlations. We find that, although trend analysis and correlations can be appropriate, we prefer to develop causal associations that set the stage for more complete analyses done at a future stage of the research. Our results use alternative statistical methods, some of which are numerically intensive, to strengthen the study of causal associations. The portfolio of methods we develop yields results that are useful as a first step-hypothesis generation-in the overall assessment of the sustainability of economic development of the Jiulong River Watershed characterized by similar relationships.
机译:本文制定了一种统计方法,回顾对影响福建省人民共和国流域的经济发展影响的统计方法。使用公开的数据,我们学习时间系列的几个水质参数,通过数据分析将它们与经济发展的几个方面联系起来,也基于时间序列,并评估时变经济变化对流域水质的影响。使用的方法包括时间序列分析(例如,Arima),蒙特卡罗模拟(例如,Bootstrap),贝叶斯回归,趋势分析和非参数相关性。我们发现,虽然趋势分析和相关性可能是合适的,但我们更愿意制定在未来研究阶段完成更完整的分析的舞台的因果关系。我们的结果采用替代统计方法,其中一些是数值密集的,加强对因果关系的研究。我们开发的方法组合产生的结果是作为第一步假设的第一步 - 在整体评估九龙河流域的经济发展可持续性的整体评估,其特征在于相似关系。

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