Publication Details

Category Text Publication
Reference Category Journals
DOI 10.1016/j.envsoft.2020.104932
Document author version
Title (Primary) Keeping modelling notebooks with TRACE: Good for you and good for environmental research and management support
Author Ayllón, D.; Railsback, S.F.; Gallagher, C.; Augusiak, J.; Baveco, H.; Berger, U.; Charles, S.; Martin, R.; Focks, A.; Galic, N.; Liu, C.; van Loon, E.E.; Nabe-Nielsen, J.; Piou, C.; Polhill, J.G.; Preuss, T.G.; Radchuk, V.; Schmolke, A.; Stadnicka-Michalak, J.; Thorbek, P.; Grimm, V.
Source Titel Environmental Modelling & Software
Year 2021
Department OESA
Volume 136
Page From art. 104932
Language englisch
Topic T5 Future Landscapes
Keywords model documentation; standards modelling cycle; reproducible research; environmental modelling; scientific communication
Abstract 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.”
Persistent UFZ Identifier
Ayllón, D., Railsback, S.F., Gallagher, C., Augusiak, J., Baveco, H., Berger, U., Charles, S., Martin, R., Focks, A., Galic, N., Liu, C., van Loon, E.E., Nabe-Nielsen, J., Piou, C., Polhill, J.G., Preuss, T.G., Radchuk, V., Schmolke, A., Stadnicka-Michalak, J., Thorbek, P., Grimm, V. (2021):
Keeping modelling notebooks with TRACE: Good for you and good for environmental research and management support
Environ. Modell. Softw. 136 , art. 104932 10.1016/j.envsoft.2020.104932