Gen*: a generic toolkit to generate spatially explicit synthetic populations

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2018

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Périmètre
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HAL-SHS : géographie

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Ce document est lié à :
info:eu-repo/semantics/altIdentifier/doi/10.1080/13658816.2018.1440563

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Archives ouvertes

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Centre pour la communication scientifique directe

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info:eu-repo/semantics/OpenAccess

Mots-clés En

Social simulation Multi-agent model Synthetic population Spatialization

Sujets proches En

Populations, Human Human populations Population growth Human population Demography Demographics

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Kevin Chapuis et al., « Gen*: a generic toolkit to generate spatially explicit synthetic populations », HAL-SHS : géographie, ID : 10.1080/13658816.2018.1440563

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Résumé En

Agent-based models tend to integrate more and more data that can deeply impact their outcomes. Among these data, the ones that deal with agent attributes and localization are particularly important, but are very difficult to collect. In order to tackle this issue, we propose a complete generic toolkit called Gen* dedicated to generating spatially explicit synthetic populations from global (census and GIS) data. This article focuses on the localization methods provided by Gen* that are based on regression, geometrical constraints and spatial distributions. The toolkit is applied for a case-study concerning the generation of the population of Rouen (France) and shows the capabilities of Gen* regarding population spatialization.

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