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Keeping modelling n...
Keeping modelling notebooks with TRACE : Good for you and good for environmental research and management support
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Ayllón, Daniel (author)
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Railsback, Steven F. (author)
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Gallagher, Cara (author)
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Augusiak, Jacqueline (author)
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Baveco, Hans (author)
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Berger, Uta (author)
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Charles, Sandrine (author)
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- Martin, Romina (author)
- Stockholms universitet,Stockholm Resilience Centre
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Focks, Andreas (author)
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Galic, Nika (author)
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Liu, Chun (author)
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van Loon, E. Emiel (author)
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Nabe-Nielsen, Jacob (author)
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Piou, Cyril (author)
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Polhill, J. Gareth (author)
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Preuss, Thomas G. (author)
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Radchuk, Viktoriia (author)
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Schmolke, Amelie (author)
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Stadnicka-Michalak, Julita (author)
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Thorbek, Pernille (author)
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Grimm, Volker (author)
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(creator_code:org_t)
- Elsevier BV, 2021
- 2021
- English.
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In: Environmental Modelling & Software. - : Elsevier BV. - 1364-8152 .- 1873-6726. ; 136
- Related links:
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https://pure.uva.nl/...
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Subject headings
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- The acceptance and usefulness of simulation models are often limited by the efficiency, transparency, reproducibility, and reliability of the modelling process. We address these issues by suggesting that modellers (1) “trace” the iterative modelling process by keeping a modelling notebook corresponding to the laboratory notebooks used by empirical researchers, (2) use a standardized notebook structure and terminology based on the existing TRACE documentation framework, and (3) use their notebooks to compile TRACE documents that supplement publications and reports. These practices have benefits for model developers, users, and stakeholders: improved and efficient model design, analysis, testing, and application; increased model acceptance and reuse; and replicability and reproducibility of the model and the simulation experiments. Using TRACE terminology and structure in modelling notebooks facilitates production of TRACE documents. We explain the rationale of TRACE, provide example TRACE documents, and suggest strategies for keeping “TRACE Modelling Notebooks.”
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences (hsv//eng)
Keyword
- Model documentation
- Standards
- Modelling cycle
- Reproducible research
- Environmental modelling
- Scientific communication
Publication and Content Type
- ref (subject category)
- art (subject category)
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- By the author/editor
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Ayllón, Daniel
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Railsback, Steve ...
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Gallagher, Cara
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Augusiak, Jacque ...
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Baveco, Hans
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Berger, Uta
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show more...
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Charles, Sandrin ...
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Martin, Romina
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Focks, Andreas
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Galic, Nika
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Liu, Chun
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van Loon, E. Emi ...
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Nabe-Nielsen, Ja ...
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Piou, Cyril
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Polhill, J. Gare ...
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Preuss, Thomas G ...
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Radchuk, Viktori ...
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Schmolke, Amelie
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Stadnicka-Michal ...
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Thorbek, Pernill ...
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Grimm, Volker
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show less...
- About the subject
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
- Articles in the publication
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Environmental Mo ...
- By the university
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Stockholm University