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HESS Opinions: Advocating process modeling and de-emphasizing parameter estimation

机译:HESS意见:提倡过程建模和不强调参数估计

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Since its origins as an engineering discipline, with its widespread use of "black box" (empirical) modeling approaches, hydrology has evolved into a scientific discipline that seeks a more "white box" (physics-based) modeling approach to solving problems such as the description and simulation of the rainfall–runoff responses of a watershed. There has been much recent debate regarding the future of the hydrological sciences, and several publications have voiced opinions on this subject. This opinion paper seeks to comment and expand upon some recent publications that have advocated an increased focus on process-based modeling while de-emphasizing the focus on detailed attention to parameter estimation. In particular, it offers a perspective that emphasizes a more hydraulic (more physics-based and less empirical) approach to development and implementation of hydrological models.
机译:自其起源于工程学科以来,由于广泛使用“黑匣子”(经验)建模方法,水文学已发展成为一门科学学科,其寻求更多“白盒”(基于物理)建模方法来解决诸如流域降雨-径流响应的描述和模拟。关于水文科学的未来,最近有很多争论,一些出版物对此主题发表了意见。本意见书旨在评论和扩展一些最近的出版物,这些出版物主张更多地关注基于过程的建模,而不再强调对参数估计的详细关注。特别是,它提供了一个观点,强调了在开发和实施水文模型时采用更多水力(更多基于物理原理和较少经验)的方法。

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