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- W4361225229 abstract "Reproducibility is important to verify the credibility and reliability of scientific research. Geoscientists increasingly focus on the reproducibility of Geo-Simulation Experiments (GSEs). However, geoscientists' propensity to record in different styles and extensive speculation about the essential information required make it difficult to reproduce a GSE from a notebook. To facilitate reproducibility of GSEs, this article proposes documentation strategy based on a conceptual model, designed to identify and abstract the GSE lifecycle to demonstrate different stages of GSEs. There are three main parts in this strategy: recommendations of reference descriptions, construction of a GSE's Document (GSEDocument), and processes for evaluating the reproducibility of GSEs. Thus, a reproducible GSEDocument can be constructed to document and share the GSE lifecycle. Moreover, to verify the effectiveness of documentation strategy, a case study from an online competition is conducted. Through this strategy, transparency, utility, and credibility of published research related to GSEs can be improved." @default.
- W4361225229 created "2023-03-31" @default.
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- W4361225229 date "2023-05-01" @default.
- W4361225229 modified "2023-09-30" @default.
- W4361225229 title "Documentation strategy for facilitating the reproducibility of geo-simulation experiments" @default.
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- W4361225229 doi "https://doi.org/10.1016/j.envsoft.2023.105687" @default.
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