globalchange  > 气候变化事实与影响
DOI: 10.5194/hess-20-3739-2016
Scopus记录号: 2-s2.0-84986898405
论文题名:
HESS opinions: Repeatable research: What hydrologists can learn from the Duke cancer research scandal
作者: Fienen M; N; , Bakker M
刊名: Hydrology and Earth System Sciences
ISSN: 10275606
出版年: 2016
卷: 20, 期:9
起始页码: 3739
结束页码: 3743
语种: 英语
Scopus关键词: Information management ; Analysis and modeling ; Cancer research ; Collaborative coding ; Duke University ; New protocol ; Open source language ; Repeatability of results ; Diseases ; cancer ; data assimilation ; data interpretation ; hydrology ; research work ; science and technology ; software ; university sector
英文摘要: In the past decade, difficulties encountered in reproducing the results of a cancer study at Duke University resulted in a scandal and an investigation which concluded that tools used for data management, analysis, and modeling were inappropriate for the documentation of the study, let alone the reproduction of the results. New protocols were developed which require that data analysis and modeling be carried out with scripts that can be used to reproduce the results and are a record of all decisions and interpretations made during an analysis or a modeling effort. In the hydrological sciences, we face similar challenges and need to develop similar standards for transparency and repeatability of results. A promising route is to start making use of open-source languages (such as R and Python) to write scripts and to use collaborative coding environments (such as Git) to share our codes for inspection and use by the hydrological community. An important side-benefit to adopting such protocols is consistency and efficiency among collaborators. © Author(s) 2016.
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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/78735
Appears in Collections:气候变化事实与影响

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作者单位: US Geological Survey Wisconsin Water Science Center, Middleton, WI, United States; Water Resources Section, Faculty of Civil Engineering and Geosciences, Delft University of Technology, Delft, Netherlands

Recommended Citation:
Fienen M,N,, Bakker M. HESS opinions: Repeatable research: What hydrologists can learn from the Duke cancer research scandal[J]. Hydrology and Earth System Sciences,2016-01-01,20(9)
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