| Improving reproducibility of geoscience models with Sciunit |
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학술지명 The Geological Society of America
저자 Ayman Nassar,David Tarboton,Jonathan L. Goodall,Raza Ahmad,Tanu Malik,최영돈
발표일 2023-03-01
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For science to reliably support new discoveries, its results must be reproducible. Assessing reproducibility is a challenge in many fields―including the geosciences that rely on computational methods to support these discoveries. Reproducibility in these studies is particularly difficult; the researchers conducting studies must agree to openly share research artifacts, provide documentation of underlying hardware and software dependencies, ensure that computational procedures executed by the original researcher are portable and execute in different environments, and, finally verify if the results produced are consistent. Often these tasks prove to be tedious and challenging for researchers. |