Large-scale demonstration of machine learning for the detection of volcanic deformation in sentinel-1 satellite imagery

HIGHLIGHTS

  • who: Juliet Biggs from the COMET, School of Earth Sciences, University of Bristol, Bristol, UK have published the research: Large-scale demonstration of machine learning for the detection of volcanic deformation in Sentinel-1 satellite imagery, in the Journal: (JOURNAL)
  • what: The authors focus on the rapid expansion in the amount of available Sentinel-1 data in the last 4 years, from 30,000 images in 2019 to ~ 600,000 now. The authors calculate a formal detection threshold using the time-series results, and then the authors explore the effects that atmospheric conditions, coherence and . . .

     

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