Remotely measuring populations during a crisis by overlaying two data sources
Remotely measuring populations during a crisis by overlaying two data sources
Background Societal instability and crises can cause rapid, large-scale movements. These movements are poorly understood and difficult to measure but strongly impact health. Data on these movements are important for planning response efforts. We retrospectively analyzed movement patterns surrounding a 2010 humanitarian crisis caused by internal political conflict in Côte d'Ivoire using two different methods.
Methods We used two remote measures, nighttime lights satellite imagery and anonymized mobile phone call detail records, to assess average population sizes as well as dynamic population changes. These data sources detect movements across different spatial and temporal scales.
Results The two data sources showed strong agreement in average measures of population sizes. Because the spatiotemporal resolution of the data sources differed, we were able to obtain measurements on long- and short-term dynamic elements of populations at different points throughout the crisis.
Conclusions Using complementary, remote data sources to measure movement shows promise for future use in humanitarian crises. We conclude with challenges of remotely measuring movement and provide suggestions for future research and methodological developments.
crisis, mobile phones, movement, population density, satellite imagery
90-98
Bharti, N.
14714667-2a53-46e3-90fc-357a264dbdbc
Lu, X.
8a249ba9-6273-4b53-8cf8-ffcd51be627a
Bengtsson, L.
ddd51250-2064-4a6d-9672-392bfae5bd83
Wetter, E.
a96d0a7f-78d2-4198-8d21-4425fb1b3668
Tatem, A.J.
6c6de104-a5f9-46e0-bb93-a1a7c980513e
March 2015
Bharti, N.
14714667-2a53-46e3-90fc-357a264dbdbc
Lu, X.
8a249ba9-6273-4b53-8cf8-ffcd51be627a
Bengtsson, L.
ddd51250-2064-4a6d-9672-392bfae5bd83
Wetter, E.
a96d0a7f-78d2-4198-8d21-4425fb1b3668
Tatem, A.J.
6c6de104-a5f9-46e0-bb93-a1a7c980513e
Bharti, N., Lu, X., Bengtsson, L., Wetter, E. and Tatem, A.J.
(2015)
Remotely measuring populations during a crisis by overlaying two data sources.
[in special issue: Digital Methods in Epidemiology]
International Health, 7 (2), .
(doi:10.1093/inthealth/ihv003).
Abstract
Background Societal instability and crises can cause rapid, large-scale movements. These movements are poorly understood and difficult to measure but strongly impact health. Data on these movements are important for planning response efforts. We retrospectively analyzed movement patterns surrounding a 2010 humanitarian crisis caused by internal political conflict in Côte d'Ivoire using two different methods.
Methods We used two remote measures, nighttime lights satellite imagery and anonymized mobile phone call detail records, to assess average population sizes as well as dynamic population changes. These data sources detect movements across different spatial and temporal scales.
Results The two data sources showed strong agreement in average measures of population sizes. Because the spatiotemporal resolution of the data sources differed, we were able to obtain measurements on long- and short-term dynamic elements of populations at different points throughout the crisis.
Conclusions Using complementary, remote data sources to measure movement shows promise for future use in humanitarian crises. We conclude with challenges of remotely measuring movement and provide suggestions for future research and methodological developments.
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More information
Accepted/In Press date: 15 January 2015
Published date: March 2015
Keywords:
crisis, mobile phones, movement, population density, satellite imagery
Organisations:
WorldPop, Population, Health & Wellbeing (PHeW)
Identifiers
Local EPrints ID: 374816
URI: http://eprints.soton.ac.uk/id/eprint/374816
ISSN: 1876-3413
PURE UUID: cec1f7ca-a28d-4dca-810b-28ea9021e7e6
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Date deposited: 03 Mar 2015 14:22
Last modified: 15 Mar 2024 03:43
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Contributors
Author:
N. Bharti
Author:
X. Lu
Author:
L. Bengtsson
Author:
E. Wetter
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