Forecasting volcanic activity using deep learning

Project Information

DEEPVOLC

Grant agreement ID: 866085

DOI

10.3030/866085

EC signature date 19 December 2019

Start date 1 June 2020

End date 31 July 2026

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost

€ 1 999 495,00

EU contribution

€ 1 999 495,00

Coordinated by

UNIVERSITY OF LEEDS
United Kingdom

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Open Research Data Pilot (1)

Data Management Plan

Publications

Peer reviewed articles (6)

First Onset of Unrest Captured at Socompa: A Recent Geodetic Survey at Central Andean Volcanoes in Northern Chile

Author(s): Liu F, Elliott JR, Ebmeier SK, Craig TJ, Hooper A, Novoa Lizama C, Delgado F.
Published in: Geophysical Research Letters, 2023, ISSN 0094-8276
Publisher: American Geophysical Union
DOI: 10.1029/2022gl102480

Weather model based atmospheric corrections of Sentinel-1 InSAR deformation data at Turkish volcanoes

Author(s): Dogru F, Albino F, Biggs J
Published in: Geophysical Journal International, 2023, ISSN 0956-540X
Publisher: Geological Society by Blackwell Scientific
DOI: 10.1093/gji/ggad070

Decades of subsidence followed by rapid uplift: Insights from microgravity data at Askja Volcano, Iceland

Author(s): Koymans MR, de Zeeuw-van Dalfsen E, Sepúlveda J, Evers LG, Giniaux JM, Grapenthin R, Hooper A, Ófeigsson BG, Sigmundsson F, Yang Y
Published in: Journal of Volcanology and Geothermal Research, 2023, ISSN 0377-0273
Publisher: Elsevier BV
DOI: 10.1016/j.jvolgeores.2023.107890

Deformation, seismicity, and monitoring response preceding and during the 2022 Fagradalsfjall eruption, Iceland

Author(s): Parks M, Sigmundsson F, Drouin V, Hjartardóttir ÁR, Geirsson H, Hooper A, Vogfjörd KS, Ófeigsson BG, Hreinsdóttir S, Jensen EH, Einarsson P
Published in: Bulletin of Volcanology, 2023, ISSN 0258-8900
Publisher: Springer Verlag
DOI: 10.1007/s00445-023-01671-y

Routine Processing and Automatic Detection of Volcanic Ground Deformation Using Sentinel-1 InSAR Data: Insights from African Volcanoes

Author(s): Albino F, Biggs J, Lazecký M, Maghsoudi Y
Published in: Remote Sensing, 2023, ISSN 2072-4292
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/rs14225703

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

Author(s): Juliet Biggs; Nantheera Anantrasirichai; Fabien Albino; Milan Lazecky; Yasser Maghsoudi
Published in: Bulletin of Volcanology, 2022, ISSN 0258-8900
Publisher: Springer Verlag
DOI: 10.1007/s00445-022-01608-x

Non-peer reviewed articles (1)

Simultaneous classification and location of volcanic deformation in SAR interferograms using a convolutional neural network

Author(s): Matthew Gaddes; Andy Hooper; Fabien Albino
Published in: EarthArXiv, 2021, ISSN 0306-2619
Publisher: Pergamon Press Ltd.
DOI: 10.31223/x5cw2j