Publications
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SlideDetect: Spatio-temporal landslide detection using a three-dimensional convolutional neural network SlideDetect: Spatio-temporal landslide detection using a three-dimensional convolutional neural network
Landslides pose a serious and ongoing threat to both human lives and infrastructure worldwide; therefore, it is of interest to predict where and when landslides are likely to occur. Advances in machine learning techniques have spurred numerous studies aimed at estimating relative landslide propensity, but are limited to spatial (as opposed to temporal) prediction due to the sparsity of...
Authors
Max Sutton, Benjamin B. Mirus, George Hilley
Suite of regional seismic velocity models for the U.S. Atlantic and Gulf Coastal Plains (CPVMv2.0): Incorporating epistemic uncertainty in velocity models Suite of regional seismic velocity models for the U.S. Atlantic and Gulf Coastal Plains (CPVMv2.0): Incorporating epistemic uncertainty in velocity models
The U.S. Atlantic and Gulf Coastal Plain (CP) sediments are kilometers-thick, low-velocity deposits underlain by high-velocity bedrock that create regional patterns of amplification and attenuation of ground motions. Capturing these effects is challenging because of the limited subsurface information available, particularly the shear wave velocity (VS) structure down to bedrock (or...
Authors
Cassie Gann-Phillips, Ashly Cabas, Chunyang Ji, Oliver S. Boyd, James Kaklamanos, Chris H. Cramer
Simulations of earthquakes in California with multiple velocity models Simulations of earthquakes in California with multiple velocity models
Estimating seismic hazard using 3D earthquake simulations of moderate‐to‐large magnitude events is becoming a reality. In this study, we further this endeavor by simulating seismic wavefields for five earthquakes in California, United States, and evaluating their pseudospectral acceleration at periods of 2, 5, and 10 s. We compare results from the recently developed U.S. Geological...
Authors
Oliver S. Boyd, Robert Graves, Evan Tyler Hirakawa
Global seasonal microseism intensity and hemispheric asymmetry Global seasonal microseism intensity and hemispheric asymmetry
Earth’s microseism wavefield dominates seismic background levels at periods between approximately 4 and 20 s, and reflects periodic and secular variations in ocean swell energy. Ocean wave energy couples to the seismic wavefield via distinct primary microseism and secondary microseism (PM and SM) source mechanisms, which are excited by basal swell tractions and seafloor pressure...
Authors
Jason Becker, Rick Aster, Yakov Rapaport, Thomas A. Lee, Frederik Simons, Adam T. Ringler, Robert E. Anthony
The Great Salt Lake (Utah, USA) acoustic and sedimentary archive of Wasatch Front earthquakes The Great Salt Lake (Utah, USA) acoustic and sedimentary archive of Wasatch Front earthquakes
As the largest low-relief basin in the western United States, the Great Salt Lake offers an opportunity to explore acoustic and sedimentary archives of earthquake ruptures in a shallow terminal basin. Here, we use subbottom compressed high intensity radiated pulse (Chirp) profiles and sedimentary cores to address questions related to how Great Salt Lake sediments respond to surface...
Authors
Christopher B. DuRoss, Daniel S. Brothers, Jessica A. Thompson Jobe, Richard Briggs, Drake Moore Singleton, Sylvia R. Nicovich, Alan Nelson, Jared W. Kluesner, Jason Scott Padgett
From landslide susceptibility to risk assessment in the conterminous U.S. From landslide susceptibility to risk assessment in the conterminous U.S.
Understanding the spatial distribution of landslide prone-areas and what consequences they may have is important for risk management and land-use planning. In the United States, although landslides occur in every state, a comprehensive landslide risk assessment is still missing. Existing efforts, such as the Federal Emergency Management Agency (FEMA)’s National Risk Index, rely on...
Authors
Francesco Caleca, Luigi Lombardo, Benjamin B. Mirus, Ashok Dahal, Nicola Casaglia, Veronica Tofani
Digitizer Suite: The Albuquerque Seismological Laboratory Digitizer Testing Suite Digitizer Suite: The Albuquerque Seismological Laboratory Digitizer Testing Suite
Laboratory testing of digitizers and seismometers helps ensure that prior to deployment the instrumentation can produce high quality data and is operating within specifications. In this work we detail the software package called: the Albuquerque Seismological Laboratory (ASL) Digitizer Test Suite. This Java software package provides several algorithms to verify various performance...
Authors
Patrick Bastien, Corey I. Beutel, Andrew Holcomb, James Holland, Aaron Kearns, Edward Kromer, Mairi Maclean Litherland, Ian Dru Podmore, Adam T. Ringler
Ground failure resulting from earthquake ground motions Ground failure resulting from earthquake ground motions
The ground failure resulting from an earthquake, at all scales, is ultimately controlled by the details of near-surface earthquake ground motions, the spatially distributed mechanical characteristics of surface materials and how the two interact. This chapter introduces the aspects of ground-motion seismology that are most relevant to the triggering of different types of ground failure...
Authors
Kate E. Allstadt, Eric M. Thompson
Near-Earth solar wind speed of fast coronal mass ejections Near-Earth solar wind speed of fast coronal mass ejections
Using solar wind and ground magnetometer data for solar cycles 23–25, extreme-value power-law models are developed that quantify relationships between near-Earth solar wind speed and Sun-to-Earth transit times of interplanetary coronal mass ejections (ICMEs). The models of near-Earth solar wind speed, conditional on ICME transit time, are (a) approximately stable for transit times as...
Authors
Jeffrey J. Love, Ian G. Richardson, E. Joshua Rigler, Kalevi Mursula
How to determine an earthquake rate budget? A comparison of geodetic, geologic, and seismologic moment rates How to determine an earthquake rate budget? A comparison of geodetic, geologic, and seismologic moment rates
How much tectonic geodetic strain is accommodated as earthquakes? Can estimates of tectonic geodetic strain be used in probabilistic seismic hazard analyses? Understanding the balance of moment accumulation (i.e., geodetic moment) and accommodation (i.e., geologic and seismologic moment) is a necessary step toward leveraging corrected geodetic strain rates to quantify earthquake budgets...
Authors
Alexandra Elise Hatem, Richard W. Briggs, Frederick Pollitz, Nadine G. Reitman, M. Morow Tan
Constraining the permeability and outer-rise hydration at the Central America margin Constraining the permeability and outer-rise hydration at the Central America margin
Subduction zones are important drivers of Earth's geochemical evolution; the presence of water within the subduction system has substantial implications for geohazards, including the style of seismicity and the volume of magma generated at arc volcanoes. We utilize estimates of pore fluid distributions in the outer-rise region of the Central American margin imaged using controlled-source...
Authors
Daniel Douglas, Brad T. Aagaard, John Naliboff, Samer Naif
Detecting earthquakes in noisy real-time GNSS data with deep learning for improved PGD magnitude estimation Detecting earthquakes in noisy real-time GNSS data with deep learning for improved PGD magnitude estimation
To disseminate accurate and useful warnings, earthquake early warning (EEW) systems must quickly determine the size and location of an earthquake to estimate expected shaking. Traditional seismic‐based algorithms tend to underestimate the true magnitudes of large earthquakes, a phenomenon known as magnitude saturation. This limitation motivated the recent inclusion of Global Navigation...
Authors
Sydney N. Dybing, Diego Melgar, Amanda M. Thomas, Dara Elyse Goldberg, David Mencin, Brendan W. Crowell