Preprints
Filtering by Subject: Earth Sciences
Unsupervised Structural Damage Assessment from Space using the Segment Anything Model (USDA-SAM): A Case Study of the 2023 Türkiye Earthquake
Published: 2024-01-23
Subjects: Computer Sciences, Earth Sciences, Engineering, Environmental Sciences
This paper explores advanced deep learning methods, specifically utilising the Segment Anything Model (SAM) along with image processing techniques, to evaluate the structural damages caused by the devastating earthquake that occurred in Turkey on February 6, 2023. Leveraging exceptionally high-resolution pre- and post-disaster imagery provided by Maxar Technologies, this paper showcases the [...]
Quaternary and Pliocene sea-level changes at Camarones, central Patagonia, Argentina
Published: 2024-01-19
Subjects: Earth Sciences, Geology, Geomorphology, Geophysics and Seismology, Tectonics and Structure
Geological indicators of past relative sea level changes are fundamental to reconstruct the extent of former ice sheet during past interglacials, which are considered analogs for future climate conditions. Four interglacials, dating from Holocene to Pliocene, have left sea-level imprints in the proximity of the coastal town of Camarones in Central Patagonia, Argentina. Sea-level index points were [...]
Assessing the Effects of Fjord Geometry on Greenland Tidewater Glacier Stability
Published: 2024-01-19
Subjects: Earth Sciences
Tidewater glaciers advance and retreat in unpredictable ways, complicating the task of forecasting the evolution of individual glaciers and the overall Greenland Ice Sheet, much of which is drained by tidewater glaciers. Past observational research has identified a set of processes collectively known as the Tidewater Glacier Cycle (TGC) to describe tidewater glacier evolution in four stages: the [...]
DASCore: a Python Library for Distributed Fiber Optic Sensing
Published: 2024-01-18
Subjects: Earth Sciences, Geophysics and Seismology, Numerical Analysis and Scientific Computing
In the past decade, distributed acoustic sensing (DAS) has enabled many new monitoring applications in diverse fields including hydrocarbon exploration and extraction; induced, local, regional, and global seismology; infrastructure and urban monitoring; and several others. However, to date, the open-source software ecosystem for handling DAS data is relatively immature. Here we introduce DASCore, [...]
Transient aseismic vertical deformation across the Pisia-Skinos normal fault (Gulf of Corinth, Greece)
Published: 2024-01-18
Subjects: Earth Sciences, Geophysics and Seismology, Tectonics and Structure
Geodetically-derived deformation rates are sometimes used to infer seismic hazard, implicitly assuming that short-term (annual-decadal) deformation is representative of longer-term deformation. This is despite geological observations indicating that deformation/slip rates are variable over a range of timescales. Using geodetic data from 2016-2021, we observe an up to 7-fold increase in vertical [...]
The Effects of Characteristic Slip Distance on Earthquake Nucleation Styles in Fully Dynamic Seismic Cycle Simulations
Published: 2024-01-17
Subjects: Earth Sciences, Geophysics and Seismology
Earthquake nucleation is a crucial preparation process of the following coseismic rupture propagation. Under the framework of rate-and-state friction (RSF), it was found that the ratios of a to b parameters control whether earthquakes nucleate as an expanding crack or a fixed length. However, the characteristic slip distance DRS controls the weakening efficiency of fault strength and can [...]
Deep learning with simulated laser scanning data for 3D point cloud classification
Published: 2024-01-16
Subjects: Artificial Intelligence and Robotics, Computer Sciences, Earth Sciences, Numerical Analysis and Scientific Computing, Other Earth Sciences
Laser scanning is an active remote sensing technique applied in many disciplines to acquire state-of-the-art spatial measurements. Semantic labeling is often necessary to extract information from the raw point cloud. Deep learning methods constitute a data-hungry solution for the semantic segmentation of point clouds. In this work, we investigate the use of simulated laser scanning for training [...]
Dynamic evolution of competing same-dip double subduction: New perspectives of the Neo-Tethyan plate tectonics
Published: 2024-01-15
Subjects: Earth Sciences, Geophysics and Seismology, Tectonics and Structure
Same-dip double-subduction (SDDS) systems are widely reported from present as well as past complex convergent plate tectonic configurations. However, the dynamics of their evolution is poorly understood, which is crucial to conceptualize anomalous subducting slab kinematics and associated observed geological phenomena, such as irregular trench migration rates, high convergence velocities, and [...]
The Stability of Frictional Sliding on Dip-Slip and Finite-Length Faults
Published: 2024-01-12
Subjects: Earth Sciences, Geophysics and Seismology, Physical Sciences and Mathematics
Along-strike seismotectonic segmentation reflecting megathrust seismogenic behavior
Published: 2024-01-12
Subjects: Earth Sciences
Understanding the along-strike seismogenic behavior of the megathrusts is crucial to anticipate seismic hazards in the subduction zones. However, if and how the spatiotemporal frictional heterogeneity (high and low kinematic coupling) at depth feeds back into the upper-plate deformation pattern and how the upper-plate elastic signals and permanent records may correlate has yet to be fully [...]
Stress-strain hysteresis during hydrostatic loading of porous rocks
Published: 2024-01-11
Subjects: Earth Sciences, Materials Science and Engineering
A micro-mechanical model is proposed to predict the stress-strain hysteresis during the cyclic hydrostatic loading of fluid-saturated rocks under drained or undrained conditions. A spherical pore is surrounded by a cracked shell where local deviatoric stress develops despite the remote hydrostatic loading. The effective properties of the material composing the shell are constructed with the crack [...]
Capturing geological uncertainty in salt cavern developments for hydrogen storage: Case study from Southern North Sea
Published: 2024-01-11
Subjects: Earth Sciences, Geology, Physical Sciences and Mathematics
Future energy systems with greater contributions from renewable energy will require long-duration energy storage to optimise integration of renewable sources, hydrogen is an energy vector that could be utilised for this. Grid-scale underground natural gas storage is already in operation in solution-mined salt caverns, where individual cavern capacities are ~25 - 275 GWh. While traditionally salt [...]
Environmental Signal Propagation in Non-stationary Systems: The Impact of Delta Advance on Terrestrial to Marine Information Transfer
Published: 2024-01-11
Subjects: Earth Sciences, Environmental Sciences
When interpreting environmental signals in the deep marine sedimentary archive, separating the record of local flow and sediment dynamics from that of the terrestrial transport system that feeds it can be challenging. We used a physical experiment to study the dynamics of flow and sedimentation on a prograding, hyperpycnal flow-dominated delta, shelf and submarine slope subject to slow rates of [...]
Middle Jurassic to Early Cretaceous orogenesis in the Klamath Mountains Province (northern California-southern Oregon) occurred by tectonic switching: Insights from Detrital zircon U-Pb geochronology of the Condrey Mountain schist
Published: 2024-01-11
Subjects: Earth Sciences, Geology, Physical Sciences and Mathematics, Tectonics and Structure
The Klamath Mountains province (KMP) of northern California and southern Oregon consists of generally east-dipping terranes assembled via Paleozoic to Mesozoic subduction along the western margin of North America. The KMP more than doubled in mass from Middle Jurassic to Early Cretaceous time, due to alternating episodes of extension (e.g, rifting and formation of the Josephine ophiolite) and [...]
Mineral precipitation and geometry alteration in porous structures: How to upscale variations in permeability-porosity relationship?
Published: 2024-01-11
Subjects: Earth Sciences, Engineering, Environmental Sciences, Physical Sciences and Mathematics
Porous materials in natural and engineered environments are subject to morphological changes resulting from interacting chemical and physical processes. The complexity of coupled flow, transport, and chemical processes that occur on different temporal and spatial scales makes it difficult to predict the resulting porosity and permeability alterations. Delineating the controls of mineral [...]