Research Updates

1. Hawaiian and Aleutian Island Volcano Seismicity

I am a Ph.D. candidate at CERI, The University of Memphis. I am interested in seismic source parameters and induced seismicity. Currently, I am working on the Volcano seismicity of Hawaiian and Auletian Island Volcanoes and trying to classify different types of volcano seismicity, e.g., Volcano Tectonic, Long Period, and Tremors, using the spectral and temporal features of the seismic waveforms. Classification using standard and machine learning algorithms are commonly based on features selected in the time and frequency domain. Such features include, for example, dominant frequency band, power spectral density, energy ratios, duration, peak amplitude, and rate of amplitude decay.

Here, we analyze seismicity associated with major eruptive phases of the Kilauea volcano, Hawaii, and Okmok volcano and Akutan volcano, Alaska. Cyclical pressure variation due to recurring inflation and deflation during caldera collapse is likely to influence the associated seismicity. We are motivated to understand how the caldera collapse sequence and the eruption phases influenced the types of seismic events.

2. Santa Ana Volcano Seismicity, El Salvadore

I am involved in another project for Volcano Seismicty analysis in Santa Ana volcano, El Salvadore. Earthquake Physics Group, led by Dr. Thomas Goebel installed seismometers in Santa Ana volcano in El Salvadore as a part of CERI outreach program by collaborating with a few students and faculties from El Salvadore in Fall 2023. Now we are creating a seismicity catalog for El Salvadore. I am responsible for detecting earthquakes from continuous real time waveforms, picking the phases and contributing to the catalog. I am also working on velocity inversion and event relocation from the detected earthquake catalog for Santa Ana region. 

3. Seismicity of Central United States

I also helped out on a project for dynamically triggered earthquakes and their relation to fluid injection in the Central United States. We tried to identify the dynamically triggered events in the New Madrid Seismic Zone and understand how dynamic triggering behaves along NMSZ compared to the dynamically triggered seismicity of Oklahoma. My responsibility for this project was to help out with the waveform analysis for detecting triggered events by large earthquakes, magnitude >= 7Mw. The preliminary research updates were presented at AGU Fall Meeting 2023. AGU 2023 Presentation 

My undergrad and master's degree is in Disaster Science and Management. Previously, I worked on hazard assessment and risk analysis. 

My Recent Activity:

• Presented my preliminary research outputs on Volcano Seismicity Classification at AGU Fall Meeting 2023, San Francisco, CA. You can check out my poster here: AGU Fall 2023 Poster 

• I have received the University of Memphis travel award to present my research on volcano seismicity at AGU in San Francisco in December 2023 

• Performed CERI group field trip in Southern California to visit the Southern Section of the San Andreas Fault. This field trip is funded by SCEC (Southern California Earthquake Center) and led by our mentors, Dr. Christodoulos Kyriakopoulos and Dr. Thomas Goebel. Check out our poster at the 2023 SCEC meeting:  CERI_SCEC 2023 Poster. 

• Presented my poster at the Seismology Student Workshop 2023 at Lamont Doherty Earth Observatory, Columbia University [link] [SSW23_Poster ]

• Participated in AGU Chapman Conference 2022 on Distributed Volcanism & Volcanic Hazards, Flagstaff, Arizona

• Check out my poster on How Machine Learning Techniques can be applied for Ground Motion Prediction Modelling at AGU Fall Meeting 2021, New Orleans, Louisiana: AGU Fall 2021 Poster. 

Abstract: AGU21 Abstract 

Fun Field Works:

• Southern San Andreas Fault Section 2023, California

• New Madrid Fault 2023,Memphis, TN 

• Springerville Volcanic Field 2022, Arizona