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Method and Excel VBA Algorithm for Modeling Master Recession Curve Using Trigonometry Approach

机译:三角法建模主凹曲线的方法和Excel VBA算法

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摘要

A new method was developed and implemented into an Excel Visual Basic for Applications (VBAs) algorithm utilizing trigonometry laws in an innovative way to overlap recession segments of time series and create master recession curves (MRCs). Based on a trigonometry approach, the algorithm horizontally translates succeeding recession segments of time series, placing their vertex, that is, the highest recorded value of each recession segment, directly onto the appropriate connection line defined by measurement points of a preceding recession segment. The new method and algorithm continues the development of methods and algorithms for the generation of MRC, where the first published method was based on a multiple linearonlinear regression model approach (Posavec et al. 2006). The newly developed trigonometry-based method was tested on real case study examples and compared with the previously published multiple linearonlinear regression model-based method. The results show that in some cases, that is, for some time series, the trigonometry-based method creates narrower overlaps of the recession segments, resulting in higher coefficients of determination R-2, while in other cases the multiple linearonlinear regression model-based method remains superior. The Excel VBA algorithm for modeling MRC using the trigonometry approach is implemented into a spreadsheet tool (MRCTools v3.0 written by and available from Kristijan Posavec, Zagreb, Croatia) containing the previously published VBA algorithms for MRC generation and separation. All algorithms within the MRCTools v3.0 are open access and available free of charge, supporting the idea of running science on available, open, and free of charge software.
机译:开发了一种新方法,并将其应用到Excel Visual Basic应用程序(VBA)算法中,该算法以创新方式利用三角法来重叠时间序列的衰退段并创建主衰退曲线(MRC)。该算法基于三角学方法,水平转换时间序列的后续衰退段,将其顶点(即每个衰退段的最高记录值)直接放置到由先前衰退段的测量点定义的适当连接线上。新方法和算法继续了用于生成MRC的方法和算法的发展,其中第一个公开的方法是基于多重线性/非线性回归模型方法的(Posavec等人2006)。新开发的基于三角函数的方法已在实际案例研究示例中进行了测试,并与先前发布的基于多元线性/非线性回归模型的方法进行了比较。结果表明,在某些情况下,即对于某些时间序列,基于三角函数的方法会产生更狭窄的衰退部分重叠,从而导致较高的确定系数R-2,而在其他情况下,则采用多元线性/非线性回归模型基于方法的方法仍然优越。使用三角函数方法对MRC进行建模的Excel VBA算法已实现到电子表格工具(MRCTools v3.0,由克罗地亚萨格勒布的Kristijan Posavec编写,可从克罗地亚Zagreb获得)中,该工具包含先前发布的用于MRC生成和分离的VBA算法。 MRCTools v3.0中的所有算法都是开放访问且免费提供,从而支持在可用,开放和免费软件上运行科学的想法。

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  • 来源
    《Ground water》 |2017年第6期|891-898|共8页
  • 作者单位

    Univ Zagreb, Fac Min Geol & Petr Engn, Dept Geol & Geol Engn, Pierottijeva 6, Zagreb 10000, Croatia;

    Univ Camerino, Sch Sci & Technol, Geol Div, Gentile III da Varano, I-62032 Camerino, MC, Italy;

    Univ Camerino, Sch Sci & Technol, Geol Div, Gentile III da Varano, I-62032 Camerino, MC, Italy;

    Graz Univ, NAWI Graz Geoctr, Inst Earth Sci, Heinrichstr 26, A-8010 Graz, Austria;

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