project . 2020 - 2026 . On going

DEEPVOLC

Forecasting volcanic activity using deep learning
Open Access mandate for Publications and Research DataOpen Access mandate for ... European Commission
  • Funder: European CommissionProject code: 866085 Call for proposal: ERC-2019-COG
  • Funded under: H2020 | ERC | ERC-COG Overall Budget: 1,999,500 EURFunder Contribution: 1,999,500 EUR
  • Status: On going
  • Start Date
    01 Jun 2020
    End Date
    31 Jan 2026
  • Detailed project information (CORDIS)
Description
DEEPVOLC will radically advance the way future activity is forecast at volcanoes by applying advances in artificial intelligence to transformative new geodetic datasets. 200 million people live within 30 km of a volcano. Accurate forecasting of volcanic eruptions is problematic because 1) it relies on human interpretation at individual volcanoes, 2) a volcano can behave in unexpected ways not previously seen at that location, and 3) most volcanoes are not instrumented. DEEPVOLC will address this by i) applying artificial intelligence, ii) using data for all volcanoes worldwide, and iii) exploiting advances in satellite monitoring. A key indicator of potential vo...
Description
DEEPVOLC will radically advance the way future activity is forecast at volcanoes by applying advances in artificial intelligence to transformative new geodetic datasets. 200 million people live within 30 km of a volcano. Accurate forecasting of volcanic eruptions is problematic because 1) it relies on human interpretation at individual volcanoes, 2) a volcano can behave in unexpected ways not previously seen at that location, and 3) most volcanoes are not instrumented. DEEPVOLC will address this by i) applying artificial intelligence, ii) using data for all volcanoes worldwide, and iii) exploiting advances in satellite monitoring. A key indicator of potential vo...
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