Projects per year
Personal profile
Keywords
- Earthquakes
- Seismology
- Volcanology
- Volcano Monitoring
- Machine Learning
- Statistical Signal Processing
- Wavelets
- Geophysical Inversion
- Statistics
- Data Science
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Dive into the research topics where Sacha Lapins is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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Characterising volcanic and geothermal processes at Rincón de la Vieja using novel instrumentation and processing methods
Lapins, S. (Principal Investigator)
1/08/23 → 31/07/25
Project: Research
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Impacts of Deep Learning to Detect Induced Seismicity: a Case Study from Preston New Road, UK
Lim Shin Yee, C., Lapins, S., Segou, M., Rodriguez, G., Verdon, J. P., Butcher, A. C. & Werner, M., 1 Jun 2024, 85th EAGE Annual Conference & Exhibition.Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)
Open Access -
DAS-N2N: machine learning distributed acoustic sensing (DAS) signal denoising without clean data
Lapins, S., Butcher, A., Kendall, J. M., Hudson, T. S., Stork, A. L., Werner, M., Gunning, J. K. & Brisbourne, A. M., 18 Dec 2023, In: Geophysical Journal International. 236, 2, p. 1026–1041Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access3 Citations (Scopus) -
Hydrothermal fluids and where to find them: Using seismic attenuation and anisotropy to map fluids beneath Uturuncu volcano, Bolivia
Hudson, T., Kendall, J. M., Blundy, J. D., Pritchard, M., MacQueen, P., Wei, S., Gottsmann, J. & Lapins, S., 16 Mar 2023, In: Geophysical Research Letters. 50, 5, p. 1-12 e2022GL100974.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access6 Citations (Scopus)
Datasets
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Nabro 3D velocity model produced by the FMTOMO code
Gauntlett, M. (Creator), Hudson, T. (Creator), Kendall, J.-M. (Creator), Rawlinson, N. (Creator), Blundy, J. (Creator), Lapins, S. (Creator), Goitom, B. (Creator), Hammond, J. (Creator), Oppenheimer, C. (Creator) & Ogubazghi, G. (Creator), Zenodo, 2023
DOI: 10.5281/zenodo.7701958, https://zenodo.org/record/7701958
Dataset
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Nabro volcano event catalogue from Lapins et al., 2021, JGR Solid Earth, V1.0
Lapins, S. (Creator), Zenodo, 5 Dec 2022
DOI: 10.5281/zenodo.7398824, https://zenodo.org/record/7398824
Dataset
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Nabro volcano event catalogue from Lapins et al., 2021, JGR Solid Earth, V1.1
Lapins, S. (Creator), Zenodo, 5 Dec 2022
DOI: 10.5281/zenodo.7669717, https://zenodo.org/record/7669717
Dataset
Thesis
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Detecting and characterising seismicity associated with volcanic and magmatic processes through deep learning and the continuous wavelet transform
Lapins, S. (Author), Kendall, M. (Supervisor), Cashman, K. V. (Supervisor) & Werner, M. (Supervisor), 2 Dec 2021Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)
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