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The mobility flows obtained in this way can be successfully used for the prediction of epidemic spreading [29, 30], as a proxy for the real, often inaccessible, mobility data.
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Finally, the paper would like to stress the new roles played by the road network flows, obtained by mobility models, if they are linked with the safety models.
Becker et al. in [6] use cellular data to characterize mobility trends across different metropolitan areas, while the authors in [7] propose using cellular data as an alternative to travel surveys so that more accurate spatio-temporal representations of mobility flows are obtained.
The procedure has to start ex ante from the results (i.e. in terms of vehicle flows) obtained by passenger/freight urban mobility simulation models.
Then, by assimilating these traces with a stacked regression procedure, we obtained a data-driven model which significantly outperformed the gravity model in predicting mobility flows at different spatial scales.
These can result in historically unexpected increases or decreases in mobility flows towards a venue.
Table 1 Mobility management flows Seamless mobility Mobility of vehicles should be seamless regardless of vehicle's location and wireless technology[1, 11].
We processed the traces left by 40,000 Flickr users in the US (about 18 million pictures) in order to obtain mobility flow matrices which represent human flows between pairs of geographical nodes, looking for the collective mobility patterns of two types of human activities at different resolution scales: air travel and daily commuting.
A model of human mobility should be able to predict real mobility flows.
A base case for CO2 mobility was obtained by the CO2 flow through a brine-saturated core at the flow rate of 0.22 cc/min.
At last, the carrier mobility was obtained from the transfer time.
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