A Badging System for Reproducibility and Replicability in Remote Sensing Research

A Badging System for Reproducibility and Replicability in Remote Sensing Research
复制标题

遥感研究中再现性和可重复性的标记系统

DOI:
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发表时间:
2020
影响因子:
5.5
通讯作者:
Antonio C. Medeiros
Antonio C. Medeiros
中科院分区:
工程技术3区
文献类型:
--
作者:
A. Frery;Luis Gómez;Antonio C. Medeiros

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遥感既是一个活跃的研究领域,也是决策的宝贵信息来源。许多行为者在遥感领域发挥着重要作用,从工业(公共或私营)到大型或小型研究团体。从这些密集的活动中,方法、算法和技术通过论文、会议演示、知识库、专利、标准和其他方式不断出版或传播。这些信息的消费者需要它随时可用和可靠。可重复的研究可以满足这些需求。在这篇文章中,我们讨论了两个概念:再现性和可复制性的背景下,遥感研究。我们提出了一个徽章系统适合遥感社区的具体情况。这样一个系统的目的是承认研究的可重复性水平,并帮助提高其知名度。我们展示了可重复研究的例子,并提供线索,使过渡到不可避免的新时代,拥抱当代科学和技术更容易。
Remote Sensing is both an active research area and the source of valuable information for decision-making. Many actors play a fundamental role in Remote Sensing, from industry (public or private) to large or small research groups. From that intensive activity, methods, algorithms, and techniques are continuously published or broadcasted through papers, conference presentations, repositories, patents, standards, and other means. The consumers of that information need it to be readily available and dependable. Reproducible research can handle those needs. In this article, we discuss two concepts: reproducibility and replicability in the context of Remote Sensing research. We propose a badging system suited to the specifics of the Remote Sensing community. Such a system aims at both recognizing the level of the reproducibility of the research, and to help increase its visibility. We show examples of reproducible research and provide clues to make easier the transition to the inevitable new times that embrace contemporary science and technology.
DOI: 10.1109/mcse.2018.2881905
发表时间: 2019-01-01
影响因子: 2.1
作者:
Barba, Lorena A.
通讯作者: Barba, Lorena A.