globalchange  > 气候变化事实与影响
DOI: 10.5194/hess-21-3701-2017
Scopus记录号: 2-s2.0-85023204264
论文题名:
Scaling, similarity, and the fourth paradigm for hydrology
作者: Peters-Lidard C; D; , Clark M; , Samaniego L; , Verhoest N; E; C; , Van Emmerik T; , Uijlenhoet R; , Achieng K; , Franz T; E; , Woods R
刊名: Hydrology and Earth System Sciences
ISSN: 10275606
出版年: 2017
卷: 21, 期:7
起始页码: 3701
结束页码: 3713
语种: 英语
Scopus关键词: Earth sciences ; Computational simulation ; Data driven ; Data intensive science ; Hydrologic data ; Hydrologic science ; Mutual informations ; Parameter data ; Support testing ; Hydrology ; computer simulation ; conceptual framework ; hydrology ; hypothesis testing ; information ; parameter estimation ; scale effect ; theoretical study
英文摘要: In this synthesis paper addressing hydrologic scaling and similarity, we posit that roadblocks in the search for universal laws of hydrology are hindered by our focus on computational simulation (the third paradigm) and assert that it is time for hydrology to embrace a fourth paradigm of data-intensive science. Advances in information-based hydrologic science, coupled with an explosion of hydrologic data and advances in parameter estimation and modeling, have laid the foundation for a data-driven framework for scrutinizing hydrological scaling and similarity hypotheses. We summarize important scaling and similarity concepts (hypotheses) that require testing; describe a mutual information framework for testing these hypotheses; describe boundary condition, state, flux, and parameter data requirements across scales to support testing these hypotheses; and discuss some challenges to overcome while pursuing the fourth hydrological paradigm. We call upon the hydrologic sciences community to develop a focused effort towards adopting the fourth paradigm and apply this to outstanding challenges in scaling and similarity. © 2017 Author(s). This work is distributed under the Creative Commons Attribution 3.0 License.
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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/79108
Appears in Collections:气候变化事实与影响

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作者单位: Earth Sciences Division, NASA Goddard Space Flight Center, Greenbelt, United States; Research Applications Laboratory, National Center for Atmospheric Research, Boulder, CO, United States; UFZ-Helmholtz Centre for Environmental Research, Leipzig, Germany; Laboratory of Hydrology and Water Management, Ghent University, Coupure links 653, Ghent, Belgium; Water Resources Section, Delft University of Technology, Delft, Netherlands; Hydrology and Quantitative Water Management Group, Wageningen University, Wageningen, Netherlands; Department of Civil and Architectural Engineering, University of Wyoming, Laramie, WY, United States; School of Natural Resources, University of Nebraska-Lincoln, Lincoln, NE, United States; Department of Civil Engineering, University of Bristol, Bristol, United Kingdom

Recommended Citation:
Peters-Lidard C,D,, Clark M,et al. Scaling, similarity, and the fourth paradigm for hydrology[J]. Hydrology and Earth System Sciences,2017-01-01,21(7)
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