EDITORIAL
Published on 14 Apr 2025
Editorial: Applications of machine learning in volcanology
doi 10.3389/feart.2025.1604299
- 492 views
- Frontiers in Earth Science
- Volcanology
- Research Topics
- Applications of Machine Learning in Volcanology
Applications of Machine Learning in Volcanology
4,345
Total downloads
36k
Total views and downloads
Articles
ORIGINAL RESEARCH
Published on 16 Oct 2024
Grid-search method for short-term over long-term average parameter tuning: an application to Stromboli explosion quakes
doi 10.3389/feart.2024.1440967
- 599 views
ORIGINAL RESEARCH
Published on 26 Jun 2024
Universal machine learning approach to volcanic eruption forecasting using seismic features
doi 10.3389/feart.2024.1342468
- 3,791 views
- 3 citations
ORIGINAL RESEARCH
Published on 17 Jun 2024
External factors driving surface temperature changes above geothermal systems: answers from deep learning
doi 10.3389/feart.2024.1372621
- 873 views
METHODS
Published on 26 Apr 2024
Automatic identification and quantification of volcanic hotspots in Alaska using HotLINK: the hotspot learning and identification network
doi 10.3389/feart.2024.1345104
- 1,347 views
- 3 citations
ORIGINAL RESEARCH
Published on 04 Mar 2024
Identifying earthquake swarms at Mt. Ruapehu, New Zealand: a machine learning approach
doi 10.3389/feart.2024.1343874
- 2,337 views
CORRECTION
Published on 31 Jan 2024
Corrigendum: Extraction of stratigraphic exposures on visible images using a supervised machine learning technique
doi 10.3389/feart.2023.1339426
- 701 views
ORIGINAL RESEARCH
Published on 02 Nov 2023
Extraction of stratigraphic exposures on visible images using a supervised machine learning technique
doi 10.3389/feart.2023.1264701
- 1,642 views
- 1 citation
ORIGINAL RESEARCH
Published on 03 Aug 2023
Multi-station volcano tectonic earthquake monitoring based on transfer learning
doi 10.3389/feart.2023.1204832
- 1,406 views
- 5 citations
ORIGINAL RESEARCH
Published on 20 Jul 2023
CFM: a convolutional neural network for first-motion polarity classification of seismic records in volcanic and tectonic areas
doi 10.3389/feart.2023.1223686
- 1,519 views
- 3 citations
