Flooding through the lens of mobile phone activity

Torres Fernández, Yolanda and Pastor Escuredo, David and Morales Guzmán, Alfredo and Baue, Jean-Martin and Wadhw, Amit and Castro Correa, Carlos and Romanoff, Liudmyla and Lee, Jong Gun and Rutherford, Alex and Frias Martínez, Vanessa and Oliver, Nuria and Frías Martínez, Enrique and Luengo Oroz, Miguel (2014). Flooding through the lens of mobile phone activity. In: "2014 IEEE Global Humanitarian Technology Conference", 10 Oct - 13 Oct 2014, San Jose, California. pp. 279-286.


Title: Flooding through the lens of mobile phone activity
  • Torres Fernández, Yolanda
  • Pastor Escuredo, David
  • Morales Guzmán, Alfredo
  • Baue, Jean-Martin
  • Wadhw, Amit
  • Castro Correa, Carlos
  • Romanoff, Liudmyla
  • Lee, Jong Gun
  • Rutherford, Alex
  • Frias Martínez, Vanessa
  • Oliver, Nuria
  • Frías Martínez, Enrique
  • Luengo Oroz, Miguel
Item Type: Presentation at Congress or Conference (Article)
Event Title: 2014 IEEE Global Humanitarian Technology Conference
Event Dates: 10 Oct - 13 Oct 2014
Event Location: San Jose, California
Title of Book: Proceedings of the 2014 IEEE Global Humanitarian Technology Conference
Date: November 2014
Freetext Keywords: Emergency Service Allocation, Natural Disaster Response, Mobile Data Analysis, Human Behavior Modeling, Big Data for Development.
Faculty: E.T.S.I. en Topografía, Geodesia y Cartografía (UPM)
Department: Ingeniería Cartográfica y Topografía
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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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 epresentativeness 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.

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Item ID: 36409
DC Identifier: http://oa.upm.es/36409/
OAI Identifier: oai:oa.upm.es:36409
Deposited by: Memoria Investigacion
Deposited on: 03 Feb 2016 16:55
Last Modified: 03 Feb 2016 16:55
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