海洋建模的专题域分析
Thematic Domain Analysis for Ocean Modeling
摘要：
海洋科学是一门将海洋模型作为重要研究资产的学科。这种科学建模提供了现实世界系统的数学抽象，例如，海洋然后将这些模型编码为数学抽象的实现。开发的软件系统被称为现实世界系统的模型。为了推进国家在工程这样的海洋模型，我们打算更好地了解海洋模型是如何开发和维护海洋科学。本文通过半结构式访谈的结果和访谈结果的主位分析，对海洋建模领域进行了分析。因此，我们确定了开发人员的需求和模型开发和演化的障碍，以及相关的主题。这种分析可以帮助理解应该在哪里引入软件工程的方法，以及需要解决哪些挑战。我们建议其他研究人员扩展和重复我们的TA与模型开发人员和研究软件工程师在相关领域的工作，以进一步提高我们的知识和技能，在科学建模。
英文摘要：
Ocean science is a discipline that employs ocean models as an essential research asset. Such scientific modeling provides mathematical abstractions of real-world systems, e.g., the oceans. These models are then coded as implementations of the mathematical abstractions. The developed software systems are called models of the real-world system. To advance the state in engineering such ocean models, we intend to better understand how ocean models are developed and maintained in ocean science. In this paper, we present the results of semi-structured interviews and the Thematic Analysis~(TA) of the interview results to analyze the domain of ocean modeling. Thereby, we identified developer requirements and impediments to model development and evolution, and related themes. This analysis can help to understand where methods from software engineering should be introduced and which challenges need to be addressed. We suggest that other researchers extend and repeat our TA with model developers and research software engineers working in related domains to further advance our knowledge and skills in scientific modeling.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
