Toward the Geoscience Paper of the Future: Best practices for documenting and sharing research from data to software to provenance

Y Gil, CH David, I Demir, BT Essawy… - Earth and Space …, 2016 - Wiley Online Library
Geoscientists now live in a world rich with digital data and methods, and their computational
research cannot be fully captured in traditional publications. The Geoscience Paper of the …

Virtual research environments: an overview and a research agenda

L Candela, D Castelli, P Pagano - Data science journal, 2013 - jstage.jst.go.jp
ABSTRACT Virtual Research Environments are innovative, web-based, community-oriented,
comprehensive, flexible, and secure working environments conceived to serve the needs of …

Computational reproducibility in archaeological research: Basic principles and a case study of their implementation

B Marwick - Journal of Archaeological Method and Theory, 2017 - Springer
The use of computers and complex software is pervasive in archaeology, yet their role in the
analytical pipeline is rarely exposed for other researchers to inspect or reuse. This limits the …

Why linked data is not enough for scientists

S Bechhofer, I Buchan, D De Roure, P Missier… - Future Generation …, 2013 - Elsevier
Scientific data represents a significant portion of the linked open data cloud and scientists
stand to benefit from the data fusion capability this will afford. Publishing linked data into the …

Kori: Interactive synthesis of text and charts in data documents

S Latif, Z Zhou, Y Kim, F Beck… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Charts go hand in hand with text to communicate complex data and are widely adopted in
news articles, online blogs, and academic papers. They provide graphical summaries of the …

Automated capture of experiment context for easier reproducibility in computational research

A Davison - Computing in Science & Engineering, 2012 - ieeexplore.ieee.org
Published scientific research that relies on numerical computations is too often not
reproducible. For computational research to become consistently and reliably reproducible …

Observation‐driven geo‐ontology engineering

K Janowicz - Transactions in GIS, 2012 - Wiley Online Library
Abstract Big Data, Linked Data, Smart Dust, Digital Earth, and e‐Science are just some of
the names for research trends that surfaced over the last years. While all of them address …

The popper convention: Making reproducible systems evaluation practical

I Jimenez, M Sevilla, N Watkins… - 2017 ieee …, 2017 - ieeexplore.ieee.org
Independent validation of experimental results in the field of systems research is a
challenging task, mainly due to differences in software and hardware in computational …

Bridging the chasm: A survey of software engineering practice in scientific programming

T Storer - ACM Computing Surveys (CSUR), 2017 - dl.acm.org
The use of software is pervasive in all fields of science. Associated software development
efforts may be very large, long lived, and complex, requiring the commitment of significant …

Toward long-term and archivable reproducibility

M Akhlaghi, R Infante-Sainz… - … in Science & …, 2021 - ieeexplore.ieee.org
Analysis pipelines commonly use high-level technologies that are popular when created, but
are unlikely to be readable, executable, or sustainable in the long term. A set of criteria is …