Kategorie |
Textpublikation |
Referenztyp |
Buchkapitel |
Titel (primär) |
Good modelling practice: Expanding the ODD model description protocol for socioenvironmental agent based models |
Titel (sekundär) |
IEMSs 2012 - Managing resources of a limited planet: Pathways and visions under uncertainty. Proceedings of the 6th biannial meeting of the International Environmental Modelling and Software Society, Leipzig, Germany, July 1-5, 2012 |
Autor |
Groeneveld, J.; Müller, B.
; Angermüller, F.; Drees, R.; Dreßler, G.; Klassert, C.; Schulze, J.; Weise, H.; Schwarz, N. |
Herausgeber |
Seppelt, R.; Voinov, A.A.; Lange, S.; Bankamp, D. |
Erscheinungsjahr |
2012 |
Department |
CLE; OESA; BIOENERGIE |
Seite von |
2480 |
Seite bis |
2484 |
Sprache |
englisch |
Keywords |
model comparison, theoretical background, human decisions |
Abstract |
We have found in a literature review of
land use change models that the documentation of human decisions, adaptation
and learning is quite often incomplete and incomprehensible and would greatly
benefit from a standard protocol for model description. Grimm et al. [2006,
2010] introduced such a standard protocol (ODD – Overview, Design, Details) for
describing individualbased (IBM) and agent-based models (ABM). However, the
current version of ODD [Grimm et al. 2010] is mainly designed to describe
ecological models and is limited when it comes to the description of
socio-environmental models, where human decisions play a central role.
Furthermore we think that the majority of published model descriptions presents
the model rules rather as ad hoc rules than try to embed the model and
assumptions in a theoretical framework. To put the model rules into theoretical
context may not be technically necessary to reimplement the model, but it
assists the reader to understand the model’s functionality and its design and -
maybe more important - it will facilitate the synthesis and comparison of
specific case studies. Therefore we want to present an extension of the ODD
protocol that explicitly addresses the needs to describe human decisions in
agent-based models and to better link specific models to theory. This talk will
be based on a working paper available in early 2012 that describes in detail
our revised version of the ODD protocol. We have asked presenters in this
session to base their model description on this revised ODD version and to
discuss its applicability and usefulness. |
dauerhafte UFZ-Verlinkung |
https://www.ufz.de/index.php?en=20939&ufzPublicationIdentifier=13836 |
Groeneveld, J., Müller, B., Angermüller, F., Drees, R., Dreßler, G., Klassert, C., Schulze, J., Weise, H., Schwarz, N. (2012):
Good modelling practice: Expanding the ODD model description protocol for socioenvironmental agent based models
In: Seppelt, R., Voinov, A.A., Lange, S., Bankamp, D. (eds.)
IEMSs 2012 - Managing resources of a limited planet: Pathways and visions under uncertainty. Proceedings of the 6th biannial meeting of the International Environmental Modelling and Software Society, Leipzig, Germany, July 1-5, 2012
p. 2480 - 2484 |