Dyfi6mic Sp6ti6l Clusters Sample Clauses

Dyfi6mic Sp6ti6l Clusters. (DSCs) To follow the dynamics of the traffic flow in specific areas, we develop a method that integrates spatially overlapping FTCs into new clusters: Dynamic Spatial Clusters (DSC). For that, we defined cores that represent spatial anchors for the FTCs at different times. The core was defined based on the frequency of the streets that appeared in an FTC during a predefined time frame. This threshold can be changed in order to control the number of DSCs – increasing it will result in a decrease in the number of the DSCs and decreasing it will enlarge their number. This will allow examining the same urban system at different scales and for different levels of data accuracy. After a core has been defined for a DSC, we assigned to it all the FTCs that contained the streets of this core (partially or in full). We defined a DSC as a collection of FTCs with a mutual spatial anchor. Finally, after all the DSCs were defined, we identified spatially overlapping DSCs and united them into a single one. If the percentage of overlapping links crosses the threshold, the two DSCs are merged into one. These thresholds are site-specific and based on the characteristics of the examined area and thus are different for each city. They can be used to identify many different DSCs with adjacent cores, or fewer DSCs with distant cores.
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