Corpus ID: 3651415

Detecting Volcano Deformation in InSAR using Deep learning

  title={Detecting Volcano Deformation in InSAR using Deep learning},
  author={Nantheera Anantrasirichai and Fabien Albino and Paul R. Hill and David R. Bull and Juliet Biggs},
  • Nantheera Anantrasirichai, Fabien Albino, +2 authors Juliet Biggs
  • Published in ArXiv 2018
  • Computer Science
  • Globally 800 million people live within 100 km of a volcano and currently 1500 volcanoes are considered active, but half of these have no ground-based monitoring. Alternatively, satellite radar (InSAR) can be employed to observe volcanic ground deformation, which has shown a significant statistical link to eruptions. Modern satellites provide large coverage with high resolution signals, leading to huge amounts of data. The explosion in data has brought major challenges associated with timely… CONTINUE READING

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