Research Article

Combining satellite imagery and machine learning to predict poverty

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Science  19 Aug 2016:
Vol. 353, Issue 6301, pp. 790-794
DOI: 10.1126/science.aaf7894

Article Information

vol. 353 no. 6301 790-794

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History: 
  • Received for publication March 30, 2016
  • Accepted for publication July 6, 2016

Author Information

  1. Neal Jean1,2,*,
  2. Marshall Burke3,4,5,*,,
  3. Michael Xie1,
  4. W. Matthew Davis4,
  5. David B. Lobell3,4,
  6. Stefano Ermon1
  1. 1Department of Computer Science, Stanford University, Stanford, CA, USA.
  2. 2Department of Electrical Engineering, Stanford University, Stanford, CA, USA.
  3. 3Department of Earth System Science, Stanford University, Stanford, CA, USA.
  4. 4Center on Food Security and the Environment, Stanford University, Stanford, CA, USA.
  5. 5National Bureau of Economic Research, Boston, MA, USA.
  1. Corresponding author. Email: mburke{at}stanford.edu
  1. * These authors contributed equally to this work.

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