Semantic segmentation of explosive volcanic plumes through deep learning

Wilkes, TC, Pering, TD and McGonigle, AJS (2022) Semantic segmentation of explosive volcanic plumes through deep learning. Computers & Geosciences, 168. 105216. ISSN 0098-3004



Copyright, Publisher and Additional Information: © 2022 The Authors. This is an Open Access article distributed under the terms of the Creative Commons Attribution Licence (, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Keywords: Convolutional neural network; Deep learning; Semantic segmentation; Volcanic ash; Volcanic explosion
  • Accepted: 10 August 2022
  • Published (online): 8 September 2022
  • Published: November 2022
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Social Sciences (Sheffield) > Department of Geography (Sheffield)
Depositing User: Symplectic Sheffield
Date Deposited: 24 Oct 2022 10:51
Last Modified: 24 Oct 2022 10:51
Status: Published
Publisher: Elsevier BV
Refereed: Yes
Identification Number:
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