Preprints
There are 7316 Preprints listed.
Machine-learning-based classification of shear-band particles in a discrete-element reverse-fault model
Published: 2026-07-24
Subjects: Earth Sciences, Engineering
Discrete element method (DEM) simulations provide time-resolved particle-scale information on particle motion, contact forces, rotation, and local deformation. However, these outputs are high-dimensional, making it difficult to directly interpret which particle-level descriptors characterize localized deformation. This study develops a machine-learning workflow for classifying shear-band [...]
Reconstructing Satellite-Era Southern Ocean Temperature and Salinity Trends within Observational Uncertainty
Published: 2026-07-24
Subjects: Physical Sciences and Mathematics
Southern Ocean (SO) sea surface temperatures (SSTs) have exhibited large-scale cooling over the satellite era (1979-present). Several potential drivers of this cooling have been proposed -- including changes in winds, freshwater fluxes, and natural variability -- but their relative contributions have been challenging to identify because climate models largely fail to simulate the observed trend. [...]
The effect of seismic radiation patterns on the interpretation of SKS splitting: evidence from Phase 2 of the WA Array
Published: 2026-07-24
Subjects: Geophysics and Seismology
Coherent anisotropic fabrics trending E--W to NE--SW across Western Australia have been revealed by shear-wave splitting of the SKS and PKS (XKS) phases across the WA Array. This large temporary array of 130 stations with 40 km spacing shows that this seismic anisotropy is pervasive; yet individual stations, including permanent ones, produce relatively few results. We investigate the effect of [...]
PSI monitoring of fault zones at the Starobin potash deposit based on Sentinel-1 data
Published: 2026-07-24
Subjects: Engineering
The Starobin potash salt deposit has been mined for over forty years with annual extraction measured in millions of tons. In the vicinity of tectonic fault junction zones, this creates a risk of local technogenic earthquakes caused by fault activation. Local geodetic monitoring within mining allotments is of limited utility for assessing large-scale tectonic deformations, since intense local [...]
Authorship and contribution recognition in infrastructure-scale Earth science collaborations
Published: 2026-07-24
Subjects: Earth Sciences, Physical Sciences and Mathematics
Community-driven collaborative initiatives across palaeoclimate, oceanography, and Earth system science have transformed how scientific knowledge is generated, integrated, and interpreted. Proxy synthesis efforts, climate model intercomparison projects, and scientific drilling programmes increasingly function as collaborative scientific infrastructures sustained by distributed intellectual labour [...]
Feedback-Controlled Linear Actuator System to Simulate Laboratory Analogs of Landslides
Published: 2026-07-24
Subjects: Civil Engineering, Earth Sciences, Engineering, Geomorphology, Geophysics and Seismology, Geotechnical Engineering, Physical Sciences and Mathematics, Physics, Statistical, Nonlinear, and Soft Matter Physics
This study describes a scientific apparatus that induces granular flow by tilting an acrylic sample container under user-prescribed constant angular velocity and acceleration profiles. The system consists of a transparent sample container mounted within a motorized frame driven by a linear actuator that we control using pulse-width modulation with feed-forward compensation. Additional components [...]
Fabric and strain analyses support a unified framework for sediment deposition, relaxation, and glass formation
Published: 2026-07-24
Subjects: Earth Sciences, Geophysics and Seismology, Physics, Sedimentology, Statistical, Nonlinear, and Soft Matter Physics
The kinetic energy of particles at deposition Ek is a distinguishing feature of all near-surface environments, varying due to particle mass and local stress field within the fluid that transports the particles. Once deposited, a granular fabric emerges that exerts control on the subsequent relaxation processes, including on whether, when, and how granular sediments catastrophically fail. Despite [...]
Leveraging satellite embeddings and national expert annotations for country-level forest land use mapping
Published: 2026-07-24
Subjects: Environmental Monitoring, Environmental Sciences, Forest Sciences, Natural Resources Management and Policy
Spatially explicit information on forest as a land use can support climate change mitigation and biodiversity conservation actions, as well as supply-chain regulations, but many countries lack recent forest maps consistent with international definitions. Here, we assess a simple and accessible workflow for country-level Forest/Non-Forest mapping using expert reference labels from the FAO Forest [...]
Identifying Lead Components in Uganda’s Water Infrastructure Supply: A Supply Chain Mapping and Intervention-Identifying Analysis
Published: 2026-07-24
Subjects: Civil and Environmental Engineering
Lead (Pb) exposure through drinking water causes a substantive preventable disease burden. The primary source of Pb in drinking water is through Pb-containing infrastructure, including leaded-brass fittings, galvanized iron/steel pipes, and some plastics. As the source of Pb through drinking water is widely known, its prevention through a supply chain intervention is possible. This is true in [...]
Solar versus Diesel Powered Water Pumps in Meeting Sustainability Goals in Somalia, a qualitative study
Published: 2026-07-23
Subjects: Engineering, Life Sciences, Social and Behavioral Sciences
Somalia endowed with high solar energy is still using diesel energy as the major source of energy to pump drinking water. This put the country under question from achieving SDG 6 which targets universal access to clean and sustainably managed water. Therefore, this study gathers qualitative data from relevant key stakeholders in Puntland, Somalia through individual in-depth interviews and analyze [...]
Beyond the elite athlete: coupled climate-related health burdens in trail ultramarathon running
Published: 2026-07-22
Subjects: Biodiversity, Environmental Health and Protection, Environmental Public Health, Other Life Sciences
Climate change is simultaneously threatening the physical safety and psychological wellbeing of people who recreate outdoors, and degrading the ecological integrity of the natural environments in which they do so. Understanding who bears the greatest burden, which benefits are lost, and how adaptation strategies may shift rather than resolve risk is one of the defining challenges of planetary [...]
Rapid Fault Leakage Screening for CO₂ Storage Under Uncertainty: Application to a Faulted Miocene Aquifer in the Malay Basin
Published: 2026-07-22
Subjects: Earth Sciences, Geology, Other Engineering, Other Environmental Sciences, Transport Phenomena
Geological CO2 storage is critical for mitigating climate change, yet the risk of leakage along faults poses significant challenges. Faults function as structural traps or preferential CO2 migration pathways depending on their sealing capacity. This study applies a computationally efficient rapid fault leakage analysis tool that combines a vertically integrated reservoir model with an upscaled [...]
A Generalizable Lie Autoencoder for Emulating Barotropic Turbulence
Published: 2026-07-22
Subjects: Physical Sciences and Mathematics
Numerical ocean models rely on the discretization of primitive equations to simulate ocean dynamics, but their computational cost increases drastically with resolution. As an alternative, recent advances in neural networks (NN) have demonstrated promising applications in climate science, offering orders-of-magnitude faster simulations than traditional models through data-driven algorithms that [...]
A Late Miocene Reduction in the Spatial Breadth of Marine Tephra Occurrence: A Five-Basin Test of the Volcanic-Pulse Hypothesis
Published: 2026-07-22
Subjects: Earth Sciences, Geology, Physical Sciences and Mathematics, Stratigraphy, Volcanology
Episodic "pulses" of explosive volcanism have been widely invoked to explain climatic and biotic events across the Phanerozoic, but rarely tested against a high-resolution, multi-basin occurrence record. I tested for non-random temporal clustering of explosive volcanism using VOLCORE, a compilation of 34,696 visible tephra layers recovered by ocean drilling from across the world’s ocean basins. [...]
History-free spectral modelling of fractional seismic1 attenuation on fixed self-adjoint operators
Published: 2026-07-22
Subjects: Physical Sciences and Mathematics
Fractional wave models represent power-law attenuation and dispersion, but direct Caputo5 time stepping retains an increasingly long memory. We isolate the fixed-operator case in6 which a prescribed positive self-adjoint semidiscrete spatial operator is queried repeatedly at7 selected output times, receiver locations, or dense-basis source weights. Its fractional tem-8 poral evolution is [...]