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Clustering into regions of synchronous variations

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Joint work with Christophe Giraud.

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This R package implements a clustering method described in detail in this article.

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The goal is to divide a map of observational sites into regions of similar intra-variability over the years, but -with distinct dynamics compared to other regions. -The problem has both spatial (the sites) and temporal (measurements every year) aspects, and is difficult because -there are no a priori indications about the regions.

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Two (heuristic) methods are available in the package, either direct graph clustering or parameters estimation -in a model-based formulation of the problem.

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-Main function to cluster populations data: findSyncVarRegions().