Staff profiles
Sepideh J RastinEarthquake Data Scientist
Qualifications
- BSc, Electrical Engineering
- PhD, Engineering Science
- MSc, Electrical Engineering
Areas of expertise
- Business Development: Natural Hazards Research
- Business Development: Real Time Hazards Monitoring
- Business Development: Numerical Modelling
- Business Development: Computational intelligence
- Business Development: Statistical modeling
- Business Development: programming
- Business Development: Machine Learning
- Business Development: Data Science
- Business Development: Algorithms
- Business Development: Seismic data prcessing
Major Publications
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- How useful are strain rates for estimating the long-term spatial distribution of earthquakes?, Applied Sciences (Basel, Switzerland) 12(13): article 6804. DOI: 10.3390/app12136804.
- Space-time trade-off of precursory seismicity in New Zealand and California revealed by a medium-term earthquake forecasting model, Applied Sciences (Basel, Switzerland) 11(21): article 10215. DOI: 10.3390/app112110215.
- The effect of catalogue lead time on medium-term earthquake forecasting with application to New Zealand data, Entropy 22(11): article 1264. DOI: 10.3390/e22111264.
- A detailed spatiotemporal wavelet study to improve the P-phase picking performance for the 2007-2010 shallow earthquake swarms near Matata, New Zealand, Bulletin of the Seismological Society of America 108(1): DOI: 10.1785/0120150228.
- Applying Haar and Mexican hat wavelets to significantly improve the performance of the New Zealand GeoNet P-phase picker for the 2008 Matata region swarm, Bulletin of the Seismological Society of America 104(3): p. 1567-1577. DOI: 10.1785/0120130120.
- Using real and synthetic waveforms of the Matata swarm to assess the performance of New Zealand GeoNet phase pickers, Bulletin of the Seismological Society of America 103(4): p. 2173-2187. DOI: 10.1785/0120120059.
- A detailed noise characterisation and sensor evaluation of the North Island of New Zealand using the PQLX data quality control system, Bulletin of the Seismological Society of America 102(1): p. 98-113. DOI: 10.1785/0120110064.