Preprints
Filtering by Subject: Physical Sciences and Mathematics
Systematic Evaluation of a Transformer-Based Surrogate for Distributed Groundwater Dynamics: Long-Horizon Prediction, Dynamic–Static Fusion, and Data Augmentation
Published: 2026-09-05
Subjects: Engineering, Physical Sciences and Mathematics
Transformers are increasingly reshaping artificial-intelligence-based Earth system prediction, yet their suitability for distributed groundwater surrogate modeling remains poorly understood. Groundwater dynamics combine strong temporal persistence with spatial interactions governed by heterogeneous hydrogeological conditions. These characteristics make attention-based architectures potentially [...]
Earthquakes prime landscapes for typhoon-induced permeability loss
Published: 2026-09-04
Subjects: Physical Sciences and Mathematics
Bedrock aquifers supply drinking water to half the global population, and earthquakes can disrupt this resource for years by changing their permeability. Previous studies proposed several mechanisms to explain coseismic permeability changes but lacked an observational tool to distinguish them; moreover, all assumed an immediate onset. Here, we analyse groundwater and seismic data from eastern [...]
Isochrone overturning in steady glacier flow
Published: 2026-09-04
Subjects: Earth Sciences, Glaciology, Physical Sciences and Mathematics
Ancient ice recovered at Allan Hills extends into the Miocene, but steep layers, age reversals and folds complicate its interpretation. Whether steady glacier flow can overturn initially ordered layers remains uncertain. Here, we track the horizontal order of particles deposited sequentially at the surface. This order is measured by a signed Jacobian that is equivalent to the inverse [...]
Simulation analysis method of drainage system of tideland paddy zone
Published: 2026-09-03
Subjects: Physical Sciences and Mathematics
The tideland paddy zone drainage system plays an important role in preventing flood damage and protecting the tideland paddy zone by draining the rainwater from the paddy zones and the surrounding catchments in good time. Therefore, scientific design of drainage system and accurate assessment of drainage capacity in tideland paddy zones are important for sustainable development in agricultural [...]
Modelling Winter Atmospheric River Frequency over the Western Himalayas Using Large-Scale Climate Modes Via Statistical Approach
Published: 2026-09-03
Subjects: Engineering, Physical Sciences and Mathematics
Winter Atmospheric Rivers (ARs) contribute substantially to precipitation in the Western Himalayas, but how large-scale climate modes jointly influence their frequency remains unclear. In this study, we use a statistical method that combines correlation, phase-composite analysis of Integrated Vapor Transport (IVT), and predictive models such as linear regression, Generalized Linear Models (GLMs), [...]
The importance of ice shelf melt rate distributions in modelling of Antarctic ice loss
Published: 2026-09-03
Subjects: Environmental Sciences, Glaciology, Oceanography, Physical Sciences and Mathematics
Ocean-induced basal melting of ice shelves is a major cause of Antarctic ice loss. It is well known that the magnitude of this melt is an important factor to consider when modelling the future evolution of the ice sheet, and values of total melt volume or mean melt rates are often quoted for ice shelves. The finer detail of the distribution of this melt is usually given less attention. Here we [...]
Fault roughness as a driver of rupture complexity in fluid-induced microearthquakes
Published: 2026-09-03
Subjects: Physical Sciences and Mathematics
Subsurface fluid-injection can induce microearthquakes whose rupture complexity and arrest mechanisms remain poorly understood, limiting our ability to assess the seismic hazard associated with geo-energy applications. We investigate how fault roughness modulates the response of fluid-pressurized faults using an ensemble of 1395 3D dynamic rupture simulations on self-similar rough faults, varying [...]
The Elastic Stiffness C13 in Transversely Isotropic Shales
Published: 2026-09-03
Subjects: Earth Sciences, Physical Sciences and Mathematics
Shales are often anisotropic due to fine-scale layering and preferred alignment of clay particles with bedding. They may be approximated as transversely isotropic (TI) media with symmetry axis (x3) perpendicular to bedding. TI media have five independent elastic stiffnesses C11, C33, C55, C66 and C13, with C12 = C11−2C66. While C11, C33, C55 and C66 may be estimated from velocities measured [...]
Airborne Metal Toxin Particulate Signatures and Legacy at Wildland–Urban Interface
Published: 2026-09-03
Subjects: Medicine and Health Sciences, Physical Sciences and Mathematics
Wildland–urban interface (WUI) fires burn urban materials together with soil and vegetation, generating air pollution as smoke during active burning and as resuspended dust during recovery. Here, we combine size-resolved sampling of the Eaton Fire (Altadena, CA) with controlled resuspension of materials collected from properties affected by the Eaton and Palisades (Pacific Palisades, CA) fires. [...]
A Framework for Experiential Environmental Health Through Theater
Published: 2026-09-03
Subjects: Education, Life Sciences, Physical Sciences and Mathematics, Social and Behavioral Sciences
Extreme weather events, including wildfires, are becoming more frequent, intense, and consequential for human health. Scientific advances have improved our ability to characterize hazards and the socioeconomic constraints shaping exposure, but these dimensions are not always integrated throughout the development of environmental health knowledge. Meanwhile, broader publics, although often not [...]
Sea-Level Change in Asia since the Last Glacial Maximum
Published: 2026-09-02
Subjects: Earth Sciences, Environmental Sciences, Physical Sciences and Mathematics
As a ‘far-field’ area, distal from former ice sheets, Asia is minimally influenced by the glacial isostatic adjustment process. Therefore, Relative sea-level (RSL) data from Asia, recorded by various geological proxies, provide essential constraints on the history of ice-equavilent sea-level changes. The global mean sea-level has risen over 130 m on average since the Last Glacial Maximum (LGM), [...]
Seismoacoustic recovery of the SpaceX CRS-32 Dragon re-entry with a proof-of-concept for automated detection
Published: 2026-09-02
Subjects: Earth Sciences, Geophysics and Seismology, Physical Sciences and Mathematics
Atmospheric re-entries of human-made objects are increasing in frequency, yet detailed information on their trajectory, fragmentation, and debris footprint is rarely made publicly available. This creates an information asymmetry in which regulators, independent agencies, and the scientific community lack the means to verify that re-entries occurred as reported or to characterize their physical [...]
Krasheninnikov eruption facilitated by M8.8 Kamchatka earthquake and hidden critical state
Published: 2026-09-02
Subjects: Earth Sciences, Physical Sciences and Mathematics, Volcanology
Large earthquakes can trigger volcanic eruptions, but the required conditions and mechanisms remain uncertain. Here, we investigate whether the August 2025 eruption of Krasheninnikov volcano, Russia, was facilitated by the July 29th, 2025, Mw 8.8 Kamchatka megathrust earthquake. InSAR observations from 2016 to 2025 show no pre-earthquake inflation and satellite SO2 data indicate no detectable [...]
Estimating CO2 Leakage Fluxes along Legacy Wells Using a Rapid Physics-Based Screening Approach
Published: 2026-09-02
Subjects: Earth Sciences, Engineering, Geology, Oil, Gas, and Energy, Petroleum Engineering, Physical Sciences and Mathematics
Achieving net-zero targets demands the rapid expansion of CO2 geological storage, but legacy wells in mature petroleum provinces represent a significant containment risk when engineered barriers degrade. At the early assessment stage, storage projects need to rapidly bound plausible leakage magnitudes across large legacy-well inventories when integrity data are sparse; however, suitable modelling [...]
Investigation of Drivers and Sources of Potential Harmful Algal Blooms in Lake Anna, Virginia, 2023–24
Published: 2026-09-02
Subjects: Biogeochemistry, Earth Sciences, Environmental Monitoring, Environmental Sciences, Hydrology, Physical Sciences and Mathematics, Water Resource Management
Algal blooms in freshwater reservoirs are an increasing concern because of the risk to aquatic ecosystem health, recreational use, and water quality. Among the taxa that comprise an algal bloom, cyanobacteria are of particular concern due to the potential to produce toxic compounds which can cause acute and chronic illness in humans if ingested through contaminated water or shellfish. When toxins [...]