G
Gary Polhill
Researcher at James Hutton Institute
Publications - 82
Citations - 4599
Gary Polhill is an academic researcher from James Hutton Institute. The author has contributed to research in topics: Social simulation & Computer science. The author has an hindex of 19, co-authored 74 publications receiving 4139 citations. Previous affiliations of Gary Polhill include Macaulay Institute.
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The ODD protocol: A review and first update
TL;DR: The definition of ODD is revised to clarify aspects of the original version and thereby facilitate future standardization of ABM descriptions and improves the rigorous formulation of models and helps make the theoretical foundations of large models more visible.
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Agent-based land-use models: a review of applications
TL;DR: It is concluded that in terms of decision support, agent-based land-use models are probably more useful as research tools to develop an underlying knowledge base which can then be developed together with end-users into simple rules-of-thumb, rather than as operational decision support tools.
Journal ArticleDOI
The complexities of agent-based modeling output analysis
Ju-Sung Lee,Tatiana Filatova,Arika Ligmann-Zielinska,Behrooz Hassani-Mahmooei,Forrest Stonedahl,Iris Lorscheid,Alexey Voinov,Gary Polhill,Zhanli Sun,Dawn C. Parker +9 more
TL;DR: An overview of the state-of-the-art approaches in analyzing and reporting ABM outputs highlighting challenges and outstanding issues is given in this article, where issues surrounding variance stability, sensitivity analysis, spatio-temporal analysis, visualization, and effective communication of all these to non-technical audiences, such as various stakeholders.
Posted Content
The complexities of agent-based modeling output analysis
Ju-Sung Lee,Tatiana Filatova,Arika Ligmann-Zielinska,Behrooz Hassani-Mahmooei,Forrest Stonedahl,Iris Lorscheid,Alexey Voinov,Gary Polhill,Zhanli Sun,Dawn C. Parker +9 more
TL;DR: Issues surrounding variance stability, sensitivity analysis, spatio-temporal analysis, visualization, and effective communication of all these to non-technical audiences, such as various stakeholders are examined.
Posted Content
Using the ODD Protocol for Describing Three Agent-Based Social Simulation Models of Land-Use Change
TL;DR: It is initially concluded that the model documentation protocol, ODD, holds promise as a standard communication mechanism, although some refinements may be needed.