English

Flooding through the lens of mobile phone activity

Computers and Society 2015-01-06 v1

Abstract

Natural disasters affect hundreds of millions of people worldwide every year. Emergency response efforts depend upon the availability of timely information, such as information concerning the movements of affected populations. The analysis of aggregated and anonymized Call Detail Records (CDR) captured from the mobile phone infrastructure provides new possibilities to characterize human behavior during critical events. In this work, we investigate the viability of using CDR data combined with other sources of information to characterize the floods that occurred in Tabasco, Mexico in 2009. An impact map has been reconstructed using Landsat-7 images to identify the floods. Within this frame, the underlying communication activity signals in the CDR data have been analyzed and compared against rainfall levels extracted from data of the NASA-TRMM project. The variations in the number of active phones connected to each cell tower reveal abnormal activity patterns in the most affected locations during and after the floods that could be used as signatures of the floods - both in terms of infrastructure impact assessment and population information awareness. The representativeness of the analysis has been assessed using census data and civil protection records. While a more extensive validation is required, these early results suggest high potential in using cell tower activity information to improve early warning and emergency management mechanisms.

Keywords

Cite

@article{arxiv.1411.6574,
  title  = {Flooding through the lens of mobile phone activity},
  author = {David Pastor-Escuredo and Alfredo Morales-Guzmán and Yolanda Torres-Fernández and Jean-Martin Bauer and Amit Wadhwa and Carlos Castro-Correa and Liudmyla Romanoff and Jong Gun Lee and Alex Rutherford and Vanessa Frias-Martinez and Nuria Oliver and Enrique Frias-Martinez and Miguel Luengo-Oroz},
  journal= {arXiv preprint arXiv:1411.6574},
  year   = {2015}
}

Comments

Submitted to IEEE Global Humanitarian Technologies Conference (GHTC) 2014