User menu

Dynamic population mapping using mobile phone data

Bibliographic reference Deville, Pierre ; Linard, Catherine ; Martin, Samuel ; Gilbert, Marius ; Georges, Forrest R. ; et. al. Dynamic population mapping using mobile phone data. In: Proceedings of the National academy of sciences of the United States of America, (October 2014)
Permanent URL
  1. Balk, The Global Distribution of Population: Evaluating the Gains in Resolution Refinement (2004)
  2. Tatem Andrew, Linard Catherine, Population mapping of poor countries, 10.1038/474036d
  3. Tobler Waldo, Deichmann Uwe, Gottsegen Jon, Maloy Kelly, World population in a grid of spherical quadrilaterals, 10.1002/(sici)1099-1220(199709)3:3<203::aid-ijpg68>;2-c
  4. Dobson, Photogramm Eng Remote Sensing, 66, 849 (2000)
  5. Balk D.L., Deichmann U., Yetman G., Pozzi F., Hay S.I., Nelson A., Determining Global Population Distribution: Methods, Applications and Data, Advances in Parasitology (2006) ISBN:9780120317622 p.119-156, 10.1016/s0065-308x(05)62004-0
  6. Linard Catherine, Gilbert Marius, Snow Robert W., Noor Abdisalan M., Tatem Andrew J., Population Distribution, Settlement Patterns and Accessibility across Africa in 2010, 10.1371/journal.pone.0031743
  7. Gaughan Andrea E., Stevens Forrest R., Linard Catherine, Jia Peng, Tatem Andrew J., High Resolution Population Distribution Maps for Southeast Asia in 2010 and 2015, 10.1371/journal.pone.0055882
  8. Azar Derek, Engstrom Ryan, Graesser Jordan, Comenetz Joshua, Generation of fine-scale population layers using multi-resolution satellite imagery and geospatial data, 10.1016/j.rse.2012.11.022
  9. Deichmann, Transforming Population Data for Interdisciplinary Usages: From Census to Grid (2001)
  10. Mennis, Prof Geogr, 55, 31 (2003)
  11. Stevens, PLoS One
  12. Bhaduri Budhendra, Bright Edward, Coleman Phillip, Urban Marie L., LandScan USA: a high-resolution geospatial and temporal modeling approach for population distribution and dynamics, 10.1007/s10708-007-9105-9
  13. Bongaarts J., Sinding S., Population Policy in Transition in the Developing World, 10.1126/science.1207558
  14. Azar Derek, Graesser Jordan, Engstrom Ryan, Comenetz Joshua, Leddy Robert M., Schechtman Nancy G., Andrews Theresa, Spatial refinement of census population distribution using remotely sensed estimates of impervious surfaces in Haiti, 10.1080/01431161.2010.496799
  15. Butler Declan, Nuclear safety: Reactors, residents and risk, 10.1038/472400a
  16. Mondal Pinki, Tatem Andrew J., Uncertainties in Measuring Populations Potentially Impacted by Sea Level Rise and Coastal Flooding, 10.1371/journal.pone.0048191
  17. Wegscheider S., Post J., Zosseder K., Mück M., Strunz G., Riedlinger T., Muhari A., Anwar H. Z., Generating tsunami risk knowledge at community level as a base for planning and implementation of risk reduction strategies, 10.5194/nhess-11-249-2011
  18. Jankowska Marta M., Lopez-Carr David, Funk Chris, Husak Gregory J., Chafe Zoë A., Climate change and human health: Spatial modeling of water availability, malnutrition, and livelihoods in Mali, Africa, 10.1016/j.apgeog.2011.08.009
  19. Tatem, Popul Health Metr, 9 (2011)
  20. Pindolia, Malar J, 12 (2013)
  21. Tatem, Popul Health Metr, 10 (2012)
  22. Tatem Andrew J., Mapping the denominator: spatial demography in the measurement of progress, 10.1093/inthealth/ihu057
  23. Leung S Martin D Cockings S (2010) Linking UK public geospatial data to build 24/7 space-time specific population surface models. GIScience 2010: Sixth International Conference on Geographic Information Science (Springer LNCS, Zurich)
  24. Tatem Andrew J, Garcia Andres J, Snow Robert W, Noor Abdisalan M, Gaughan Andrea E, Gilbert Marius, Linard Catherine, Millennium development health metrics: where do Africa’s children and women of childbearing age live?, 10.1186/1478-7954-11-11
  25. International Telecommunication Union (2014) World Telecommunication Development Conference (WTDC-2014): Final Report. (ITU, Dubai, United Arab Emirates)
  26. Mateos, Dynamic and Mobile GIS: Investigating Change in Space and Time, 189 (2006)
  27. Watts Duncan J., A twenty-first century science, 10.1038/445489a
  28. Lazer D., Pentland A., Adamic L., Aral S., Barabasi A.-L., Brewer D., Christakis N., Contractor N., Fowler J., Gutmann M., Jebara T., King G., Macy M., Roy D., Van Alstyne M., SOCIAL SCIENCE: Computational Social Science, 10.1126/science.1167742
  29. Vespignani A., Predicting the Behavior of Techno-Social Systems, 10.1126/science.1171990
  30. Blondel VD (2013) Data for development: the D4D challenge on mobile phone data. arXiv:12100137v2
  31. González Marta C., Hidalgo César A., Barabási Albert-László, Understanding individual human mobility patterns, 10.1038/nature06958
  32. Song C., Qu Z., Blumm N., Barabasi A.-L., Limits of Predictability in Human Mobility, 10.1126/science.1177170
  33. Lu Xin, Wetter Erik, Bharti Nita, Tatem Andrew J., Bengtsson Linus, Approaching the Limit of Predictability in Human Mobility, 10.1038/srep02923
  34. Järv Olle, Ahas Rein, Saluveer Erki, Derudder Ben, Witlox Frank, Mobile Phones in a Traffic Flow: A Geographical Perspective to Evening Rush Hour Traffic Analysis Using Call Detail Records, 10.1371/journal.pone.0049171
  35. Checchi, Int J Health Geogr, 12 (2013)
  36. Ratti Carlo, Frenchman Dennis, Pulselli Riccardo Maria, Williams Sarah, Mobile Landscapes: Using Location Data from Cell Phones for Urban Analysis, 10.1068/b32047
  37. Pulselli R.M., Romano P., Ratti C., Tiezzi E., Computing urban mobile landscapes through monitoring population density based on cell-phone chatting, 10.2495/d&ne-v3-n2-121-134
  38. Reades Jonathan, Calabrese Francesco, Ratti Carlo, Eigenplaces: analysing cities using the space – time structure of the mobile phone network, 10.1068/b34133t
  39. Lenormand Maxime, Picornell Miguel, Cantú-Ros Oliva G., Tugores Antònia, Louail Thomas, Herranz Ricardo, Barthelemy Marc, Frías-Martínez Enrique, Ramasco José J., Cross-Checking Different Sources of Mobility Information, 10.1371/journal.pone.0105184
  40. Ahas Rein, Aasa Anto, Mark Ülar, Pae Taavi, Kull Ain, Seasonal tourism spaces in Estonia: Case study with mobile positioning data, 10.1016/j.tourman.2006.05.010
  41. Ahas Rein, Aasa Anto, Roose Antti, Mark Ülar, Silm Siiri, Evaluating passive mobile positioning data for tourism surveys: An Estonian case study, 10.1016/j.tourman.2007.05.014
  42. Bengtsson Linus, Lu Xin, Thorson Anna, Garfield Richard, von Schreeb Johan, Improved Response to Disasters and Outbreaks by Tracking Population Movements with Mobile Phone Network Data: A Post-Earthquake Geospatial Study in Haiti, 10.1371/journal.pmed.1001083
  43. Lu X., Bengtsson L., Holme P., Predictability of population displacement after the 2010 Haiti earthquake, 10.1073/pnas.1203882109
  44. Wesolowski A., Eagle N., Tatem A. J., Smith D. L., Noor A. M., Snow R. W., Buckee C. O., Quantifying the Impact of Human Mobility on Malaria, 10.1126/science.1223467
  45. Linard, Int J Health Geogr, 11 (2012)
  46. Tatem Andrew J, Qiu Youliang, Smith David L, Sabot Oliver, Ali Abdullah S, Moonen Bruno, The use of mobile phone data for the estimation of the travel patterns and imported Plasmodium falciparum rates among Zanzibar residents, 10.1186/1475-2875-8-287
  47. Tatem Andrew J, Huang Zhuojie, Narib Clothilde, Kumar Udayan, Kandula Deepika, Pindolia Deepa K, Smith David L, Cohen Justin M, Graupe Bonita, Uusiku Petrina, Lourenço Christopher, Integrating rapid risk mapping and mobile phone call record data for strategic malaria elimination planning, 10.1186/1475-2875-13-52
  48. Schlapfer M., Bettencourt L. M. A., Grauwin S., Raschke M., Claxton R., Smoreda Z., West G. B., Ratti C., The scaling of human interactions with city size, 10.1098/rsif.2013.0789
  49. Gomez-Lievano Andres, Youn HyeJin, Bettencourt Luís M. A., The Statistics of Urban Scaling and Their Connection to Zipf’s Law, 10.1371/journal.pone.0040393
  50. Schweitzer F, Vespignani A, Editorial, 10.1140/epjds1
  51. Mitzenmacher Michael, A Brief History of Generative Models for Power Law and Lognormal Distributions, 10.1080/15427951.2004.10129088
  52. Bahn Volker, McGill Brian J., Testing the predictive performance of distribution models, 10.1111/j.1600-0706.2012.00299.x
  53. Wenger Seth J., Olden Julian D., Assessing transferability of ecological models: an underappreciated aspect of statistical validation : Model transferability, 10.1111/j.2041-210x.2011.00170.x
  54. Gilbert, Nat Commun, 5 (2014)
  55. Graham Mark, Shelton Taylor, Geography and the future of big data, big data and the future of geography, 10.1177/2043820613513121
  56. O'Neill Brian C., Dalton Michael, Fuchs Regina, Jiang Leiwen, Pachauri Shonali, Zigova Katarina, Global demographic trends and future carbon emissions, 10.1073/pnas.1004581107
  57. Goodchild Michael F, The quality of big (geo)data, 10.1177/2043820613513392
  58. Eubank Stephen, Guclu Hasan, Anil Kumar V. S., Marathe Madhav V., Srinivasan Aravind, Toroczkai Zoltán, Wang Nan, Modelling disease outbreaks in realistic urban social networks, 10.1038/nature02541
  59. Colizza V., Barrat A., Barthelemy M., Vespignani A., The role of the airline transportation network in the prediction and predictability of global epidemics, 10.1073/pnas.0510525103
  60. Bohorquez Juan Camilo, Gourley Sean, Dixon Alexander R., Spagat Michael, Johnson Neil F., Common ecology quantifies human insurgency, 10.1038/nature08631
  61. Bagrow James P., Wang Dashun, Barabási Albert-László, Collective Response of Human Populations to Large-Scale Emergencies, 10.1371/journal.pone.0017680
  62. Wesolowski A., Eagle N., Noor A. M., Snow R. W., Buckee C. O., The impact of biases in mobile phone ownership on estimates of human mobility, 10.1098/rsif.2012.0986
  63. De Montjoye, Sci Rep, 3 (2013)
  64. 3GPP (2000) TS 03.02 V7.1.0 network architecture. Available at Accessed February 4, 2014
  65. Spatial Tessellations, ISBN:9780470317013, 10.1002/9780470317013
  66. European Environment Agency (2013) Corine Land Cover 2006 raster data, version 17. Available at Accessed September 16, 2013
  67. OpenStreetMap Contributors (2013) OpenStreetMap database. Available at Accessed May 19, 2014
  68. O'Loughlin J., Witmer F. D. W., Linke A. M., Laing A., Gettelman A., Dudhia J., Climate variability and conflict risk in East Africa, 1990-2009, 10.1073/pnas.1205130109
  69. National Oceanic and Atmospheric Association, National Geophysical Data Center (2012) Earth Observation Group: VIIRS nighttime lights—2012. Available at Accessed August 4, 2013
  70. Lehner B Verdin K Jarvis A Fund WW (2006) HydroSHEDS Technical Documentation. World Wildlife Fund US, Washington, DC. Available at Accessed May 22, 2014
  71. Deichmann, A Review of Spatial Population Database Design and Modeling (1996)
  72. Jones, Population Geography (1990)