The British Geological Survey Rock Classification Scheme, its representation as linked data, and a comparison with some other lithology vocabularies

IF 2.6 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Tim McCormick, Rachel E. Heaven
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引用次数: 0

Abstract

Controlled vocabularies are critical to constructing FAIR (findable, accessible, interoperable, re-useable) data. One of the most widely required, yet complex, vocabularies in earth science is for rock and sediment type, or ‘lithology’. Since 1999 the British Geological Survey has used its own Rock Classification Scheme in many of its workflows and products including the national digital geological map. This scheme pre-dates others that have been published, and is deeply embedded in BGS’ processes. By publishing this classification scheme now as a Simple Knowledge Organisation System (SKOS) machine-readable informal ontology, we make it available for ourselves and third parties to use in modern semantic applications, and we open the future possibility of using the tools SKOS provides to align our scheme with other published schemes. These include the IUGS-CGI Simple Lithology Scheme, the European Commission INSPIRE Lithology Code List, the Queensland Geological Survey Lithotype Scheme, the USGS Lithologic Classification of Geologic Map Units, and Mindat.org. The BGS lithology classification was initially based on four narrative reports that can be downloaded from the BGS website, although it has been added to subsequently. The classification is almost entirely mono-hierarchical in nature and includes 3454 currently valid concepts in a classification 11 levels deep. It includes igneous rocks and sediments, metamorphic rocks, sediments and sedimentary rocks, and superficial deposits including anthropogenic deposits. The SKOS informal ontology built on it is stored in a triplestore and the triples are updated nightly by extracting from a relational database where the ontology is maintained. Bulk downloads and version history are available on github. The RCS concepts themselves are used in other BGS linked data, namely the Lexicon of Named Rock Units and the linked data representation of the 1:625 000 scale geological map of the UK. Comparing the RCS with the other published lithology schemes, all are broadly similar but show characteristics that reveal the interests and requirements of the groups that developed them, in terms of their level of detail both overall and in constituent parts. It should be possible to align the RCS with the other classifications, and future work will focus on automated mechanisms to do this, and possibly on constructing a formal ontology for the RCS.

英国地质调查局的岩石分类方案,其作为关联数据的表示,以及与其他一些岩性词汇的比较
受控词汇表对于构建FAIR(可查找、可访问、可互操作、可重用)数据至关重要。地球科学中要求最广泛但最复杂的词汇之一是岩石和沉积物类型,或“岩性”。自1999年以来,英国地质调查局在其许多工作流程和产品中使用了自己的岩石分类方案,包括国家数字地质图。这一方案早于其他已发表的方案,并深深植根于BGS的流程中。通过现在将该分类方案作为简单知识组织系统(SKOS)机器可读的非正式本体发布,我们使其可供我们自己和第三方在现代语义应用中使用,并为使用SKOS提供的工具将我们的方案与其他已发布的方案相一致开辟了未来的可能性。其中包括IUGS-CGI简单岩性方案、欧盟委员会INSPIRE岩性代码列表、昆士兰地质调查局岩性方案、美国地质调查局地质图单元岩性分类和Mindat.org。BGS岩性分类最初基于四份叙述性报告,可从BGS网站下载,但后来又添加了。该分类本质上几乎完全是单层次的,包括3454个目前有效的概念,分类深度为11级。它包括火成岩和沉积物、变质岩、沉积物和沉积岩,以及包括人为沉积物在内的浅层沉积物。建立在其上的SKOS非正式本体存储在三元组存储中,并且通过从维护本体的关系数据库中提取来每晚更新三元组。github提供批量下载和版本历史记录。RCS概念本身也用于其他BGS关联数据,即命名岩石单元词典和英国1:625 000比例地质图的关联数据表示。将RCS与其他已公布的岩性方案进行比较,所有方案都大致相似,但显示出的特征揭示了开发这些方案的群体的兴趣和要求,就其整体和组成部分的详细程度而言。应该可以将RCS与其他分类保持一致,未来的工作将集中在自动化机制上,并可能为RCS构建一个正式的本体。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Applied Computing and Geosciences
Applied Computing and Geosciences Computer Science-General Computer Science
CiteScore
5.50
自引率
0.00%
发文量
23
审稿时长
5 weeks
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