Serving many at once: How a database approach can create unity in dynamical ecosystem modelling

W.M. Mooij, R.J. Brederveld, J.J.M de Klein, D.L. DeAngelis, Andrea Downing, M. Faber, Daan J. Gerla, M.R. Hipsey, J. 't Hoen, J.H. Janse, A.B.G. Janssen, M. Jeuken, B.W. Kooi, B. Lischke, T. Petzoldt, L. Postma, S.A. Schep, H. Scholten, S. Teurlincx, C. ThiangeD. Trolle, A.A. van Dam, L.P.A. Van Gerven, E.H. Van Nes, J.J. Kuiper

Research output: Contribution to journal/periodicalArticleScientificpeer-review

505 Downloads (Pure)

Abstract

Simulation modelling in ecology is a field that is becoming increasingly compartmentalized. Here we propose a Database Approach To Modelling (DATM) to create unity in dynamical ecosystem modelling with differential equations. In this approach the storage of ecological knowledge is independent of the language and platform in which the model will be run. To create an instance of the model, the information in the database is translated and augmented with the language and platform specifics. This process is automated so that a new instance can be created each time the database is updated. We describe the approach using the simple Lotka–Volterra model and the complex ecosystem model for shallow lakes PCLake, which we automatically implement in the frameworks OSIRIS, GRIND for MATLAB, ACSL, R, DUFLOW and DELWAQ. A clear advantage of working in a database is the overview it provides. The simplicity of the approach only adds to its elegance.
Original languageEnglish
Pages (from-to)266-273
JournalEnvironmental Modelling and Software
Volume61
Issue numberNovember
DOIs
Publication statusPublished - 2014

    Fingerprint

Keywords

  • international

Cite this

Mooij, W. M., Brederveld, R. J., de Klein, J. J. M., DeAngelis, D. L., Downing, A., Faber, M., Gerla, D. J., Hipsey, M. R., 't Hoen, J., Janse, J. H., Janssen, A. B. G., Jeuken, M., Kooi, B. W., Lischke, B., Petzoldt, T., Postma, L., Schep, S. A., Scholten, H., Teurlincx, S., ... Kuiper, J. J. (2014). Serving many at once: How a database approach can create unity in dynamical ecosystem modelling. Environmental Modelling and Software, 61(November), 266-273. https://doi.org/10.1016/j.envsoft.2014.04.004