Research Projects

Figure 7. Density distribution of estimated yields from the training set using three methods. The noise-free synthetic model is in orange-red (a, b, c), and the synthetic model with noise added is in blue (d–f).

Estimating Surface Explosion Yield From Single-Channel Infrasound Signals at Regional Distances With Random-Forest Regression


Figure 1. Camp Minden seismoacoustic signals. A) Map of EarthScope Transportable Array stations that recorded signals from the Camp Minden Explosion. B) Acoustic and C) Seismic record sections of seismoacoustic signatures from the 2012 Camp Minden explosion.

The Influence of Shallow Subsurface Properties onParticle Motion in Acoustic–Seismic Coupling


Figure 1. Effective sound speed profiles and synthetic waveform overview.

Predicting Atmospheric Effective Sound Speed Using Synthetic Infrasound and Machine Learning


Figure 1. (a) Map of the 303 seismic sensors deployed along the Parks Highway in central Alaska in February and March of 2019. The density of sensors and their sampling rate greatly enhances the ability to detect aircraft in this region.

Classification of Aircraft Types Using Seismic Data in Alaska