用于存储、关联、可视化和发布全球地表系统开放科学数据的可互操作软件系统

IF 4.8 2区 环境科学与生态学 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Qinjun Qiu , Jiandong Liu , Mengqi Hao , Weijie Li , Yang Wang , Zhong Xie , Liufeng Tao
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引用次数: 0

摘要

地球表面系统(EES)的多源异构、多模式和多类型开放科学数据(如专题共享网站、元数据、期刊论文等)为知识挖掘、发现和准确推荐提供了重要的数据源,同时也带来了越来越多的挑战,因此需要开发适当的工具来应对这些挑战并支持决策。本文构建了一个可互操作的软件系统,用于存储、可视化和发布 ESS 的开放科学数据。该系统利用包含 EES 信息的开放式科学数据目录库作为基础输入,并采用综合建模方法,致力于综合不同语言、来源和类型的异构地表数据。其目标是促进多维数据检索和精确的数据自动推荐,从而促进科学数据的传播和 EES 领域的增值服务。该工具可供研究人员、数据分析师、政策制定者和国家当局等利益攸关方使用,以支持有关问题的决策,包括查找与主题相关的开放数据的位置、发现高质量数据、选择综合评价较好的数据等。在介绍系统/平台设计过程、结构和组成模型的同时,还介绍了与用户界面有关的主要成果和几个应用实例。软件系统可以帮助建模人员利用单一软件工具的最佳功能来回答与开放科学数据有关的问题,这些问题旨在发现、使用、比较或综合 ESS 中或 ESS 跨主题的数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An interoperable software system to store, associate, visualize, and publish global open science data of earth surface system

Multi-source heterogeneous, multi-modal, and multi-type open scientific data (e.g., thematic sharing sites, metadata, journal articles, etc.) on earth surface systems (EES) provide important data sources for knowledge mining, discovery, and accurate recommendations, and also pose increasing challenges, resulting in the need to develop appropriate tools to address these challenges and support decision-making. This paper constructs an interoperable software system to store, visualize, and publish open science data of ESS. Utilizing an open scientific data catalogue repository encompassing EES information as foundational input and employing an integrated modeling methodology, this system endeavors to synthesize heterogeneous surface data of diverse linguistic, sourced, and typological origins. The objective is to facilitate multidimensional data retrieval and precise data auto-recommendation, thereby fostering the dissemination of scientific data and facilitating value-added services within EES domain. The tool may be used by stakeholders including researchers, data analysts, policymakers and national authorities to support decision-making on questions ranging from locating the location of open data related to the topic, to discovering high-quality data, selecting the data with the better overall evaluation. Along with a description of the system/platform design process, its structure, and the constituent models, key results are presented relating to the user interface, and several application examples. Software systems can help modelers to use the best features of a single software tool to answer open scientific data-related questions that seek to discovery, use, comparison or synthesis within or across topics of ESS.

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来源期刊
Environmental Modelling & Software
Environmental Modelling & Software 工程技术-工程:环境
CiteScore
9.30
自引率
8.20%
发文量
241
审稿时长
60 days
期刊介绍: Environmental Modelling & Software publishes contributions, in the form of research articles, reviews and short communications, on recent advances in environmental modelling and/or software. The aim is to improve our capacity to represent, understand, predict or manage the behaviour of environmental systems at all practical scales, and to communicate those improvements to a wide scientific and professional audience.
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