Nature Communications (Apr 2021)

Early forecasting of tsunami inundation from tsunami and geodetic observation data with convolutional neural networks

  • Fumiyasu Makinoshima,
  • Yusuke Oishi,
  • Takashi Yamazaki,
  • Takashi Furumura,
  • Fumihiko Imamura

DOI
https://doi.org/10.1038/s41467-021-22348-0
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 10

Abstract

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Rapid and accurate hazard prediction is important for prompt evacuation and casualty reduction during natural disasters. Here, the authors present an AI-enabled tsunami forecasting approach, which provided rapid and accurate early warnings.