Practices, Challenges, and Prospects of Big Data Curation: a Case Study in Geoscience

Suzhen Chen, Bin Chen
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引用次数: 3

Abstract

Open and persistent access to past, present, and future scientifc data is fundamental for transparent and reproducible data-driven research. The scientifc community is now facing both challenges and opportunities caused by the growingly complex disciplinary data systems. Concerted efforts from domain experts, information professionals, and Internet technology experts are essential to ensure the accessibility and interoperability of the big data. Here we review current practices in building and managing big data within the context of large data infrastructure, using geoscience cyberinfrastructure such as Interdisciplinary Earth Data Alliance (IEDA) and EarthCube as a case study. Geoscience is a data-rich discipline with a rapid expansion of sophisticated and diverse digital data sets. Having started to embrace the digital age, the community have applied big data and data mining tools into the new type of research. We also identify current challenges, key elements, and prospects to construct a more robust and future-proof big data infrastructure for research and publication for the future, as well as the roles, qualifcations, and opportunities for librarians1information professionals in the data era. Received 06 May 2019 ~ Accepted 11 September 2019 Correspondence should be addressed to Suzhen Chen, Cataloging Department, University of Hawaiʻi at Mānoa Library, 2550 McCarthy Mall, Honolulu, Hawaii 96822. Email: suzhen@hawaii.edu The International Journal of Digital Curation is an international journal committed to scholarly excellence and dedicated to the advancement of digital curation across a wide range of sectors. The IJDC is published by the University of Edinburgh on behalf of the Digital Curation Centre. ISSN: 1746-8256. URL: http://www.ijdc.net/ Copyright rests with the authors. This work is released under a Creative Commons Attribution Licence, version 4.0. For details please see https://creativecommons.org/licenses/by/4.0/ International Journal of Digital Curation 2020, Vol. 14, Iss. 1, 275–291 275 http:11dx.doi.org110.22181ijdc.v14i1.669 DOI: 10.22181ijdc.v14i1.669 276 | Practices, Challenges and Prospects of Big Data Curation doi:10.2218/ijdc.v14i1.669
大数据管理的实践、挑战和前景:以地球科学为例
开放和持续地获取过去、现在和未来的科学数据是透明和可重复的数据驱动研究的基础。科学领域正面临着学科数据系统日益复杂所带来的挑战和机遇。确保大数据的可访问性和互操作性,领域专家、信息专家和互联网技术专家的共同努力至关重要。本文以跨学科地球数据联盟(IEDA)和EarthCube等地球科学网络基础设施为例,回顾了在大数据基础设施背景下构建和管理大数据的当前实践。地球科学是一门数据丰富的学科,复杂多样的数字数据集正在迅速扩展。随着数字时代的到来,学界开始将大数据和数据挖掘工具应用到新型研究中。我们还确定了当前的挑战、关键因素和前景,以便为未来的研究和出版构建一个更强大、更面向未来的大数据基础设施,以及数据时代图书馆员和信息专业人员的角色、资格和机会。信件应寄给夏威夷大学编目部Suzhen Chen,地址:Mānoa图书馆,2550 McCarthy Mall, Honolulu, Hawaii 96822。电子邮件:suzhen@hawaii.edu《国际数字策展杂志》是一本致力于学术卓越的国际期刊,致力于在各个领域推进数字策展。IJDC由爱丁堡大学代表数字策展中心出版。ISSN: 1746 - 8256。版权归作者所有。本作品在知识共享署名许可4.0版本下发布。详情请参见https://creativecommons.org/licenses/by/4.0/《国际数字策展杂志2020》Vol. 14, Iss. 1,275 - 291,275 http://11dx.doi.org110.22181ijdc.v14i1.669 DOI: 10.22181ijdc.v14i1.669 276 |大数据策展的实践、挑战与展望DOI: 10.2218/ijdc.v14i1.669
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