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Xu, Y., Gao, S., Huang, Q. et al. Predicting human mobility flows in cities using deep learning on satellite imagery. Nat Commun

Objective:

  • Design a deep learning approach to human mobility flow prediction purely based on satellite imagery

Case:

  • US

Methodology:

  • Deep learning

Data Source

  • Satellite
  • LODES commuting

Findings:

Coding Reference: