Preprints
Filtering by Subject: Earth Sciences
Machine Learning Insights into the Geochemical Life Cycle of the Columbia River Flood Basalts
Published: 2025-07-01
Subjects: Earth Sciences, Geochemistry, Geology, Physical Sciences and Mathematics, Stratigraphy, Volcanology
Flood basalts are challenging to characterize in detail, despite enormous their erupted volumes, due to their age and chemical homogeneity. Here we explore machine learning (ML) approaches for classification and pattern identification in whole rock geochemical data of the Columbia River Flood Basalts (CRFB), which provide key constraints on magma generation, transport, and emplacement. We utilize [...]
Continental-Scale Carbonate Sedimentation and Environmental Correlates of the Shuram-Wonoka Excursion
Published: 2025-07-01
Subjects: Biogeochemistry, Earth Sciences, Geochemistry, Geology, Paleontology, Physical Sciences and Mathematics, Sedimentology, Stratigraphy
Strata of the Ediacaran Period record many Earth-Life features that distinguish the Neoproterozoic-Phanerozoic transition. However, it is difficult to determine cause and effect relationships between Ediacaran events. Continental-scale patterns of sedimentation have been used as proxies to investigate controls on Phanerozoic macroevolution, including sea level drivers and potential carbon cycling [...]
Dynamics of the last ice sheet on the northern fringe of Poland: reconstruction inferred from landform analysis and 10Be surface exposure dating
Published: 2025-06-27
Subjects: Earth Sciences, Geology, Geomorphology
The paper presents new results of glacial landforms mapping and analysis based on high resolution Digital Elevation Model (DEM), and 10Be surface exposure dating of erratic boulders on the northern fringe of Poland. We aimed to reconstruct the main ice-marginal positions, local ice flow directions and timing of the ice margin oscillations during the last deglaciation. A total number of 715 [...]
Field evidence for non-linear IP effects in a volcanic hydrothermal system using reciprocal data.
Published: 2025-06-27
Subjects: Earth Sciences, Physical Sciences and Mathematics, Volcanology
In electrical geophysical methods it is often assumed that the resistivity or chargeability, behaves linearly with the applied electrical current. However, non-linearity has been reported in Induced Polarization (IP) and can be caused by oxidation-reduction reactions or reactions at the surface of clay minerals. Methods to determine the presence of non-linear effects exist and involve analysis of [...]
Mapping upper mantle discontinuities beneath the Australian continent using multimode surface waves and receiver functions
Published: 2025-06-27
Subjects: Earth Sciences, Physical Sciences and Mathematics
Spatial distributions of upper mantle discontinuities beneath the Australian continent are mapped using a large number of station-based 1-D S-velocity profiles with radial anisotropy, derived from joint Bayesian inversions of multimode surface waves and P-wave receiver functions. Numerous permanent and temporary stations across Australia enable us to constrain localized seismic velocity [...]
Multi-component Rayleigh wave dispersion analysis for Vs-depth profiling of Glaciers
Published: 2025-06-27
Subjects: Earth Sciences
Seismic ice velocity estimates provide quantitative constraints on glacial systems including ice thickness, englacial structure, and bedrock topography. Detailed velocity modeling using active-source seismic surveys on glaciers, however, is often challenged by sub-optimal survey acquisition design due to complex field logistics. This study explores new potential of such surveys for characterizing [...]
Reevaluating sedimentary signatures of micro-tidal processes in fluvial-dominated rivers: the Po River (Italy)
Published: 2025-06-27
Subjects: Earth Sciences
In microtidally influenced rivers, tides are generally assumed to leave virtually no signatures in the sedimentary record. However, this hypothesis has been surprisingly poorly tested using modern river analogues, which provide an opportunity to assess whether sedimentary signatures of microtidal regimes can develop in rivers that lack diagnostic evidence of tidal control on large-scale channel [...]
An explainable machine learning prediction system for early-warning of heat stress on Florida’s Coral Reef
Published: 2025-06-25
Subjects: Earth Sciences, Environmental Sciences, Marine Biology, Oceanography and Atmospheric Sciences and Meteorology, Physical Sciences and Mathematics
Coral reefs are facing increasing threats from rising ocean temperatures, necessitating timely and localized prediction tools to inform reef management and conservation. This study introduces a machine learning framework capable of forecasting the onset of moderate coral heat stress at site-specific resolution on Florida’s Coral Reef. Leveraging the XGBoost algorithm, the data-driven prediction [...]
Mapping textures of polar ice cores using 3D laboratory X-ray microscopy
Published: 2025-06-20
Subjects: Climate, Earth Sciences, Glaciology
Deep ice cores from polar ice sheets enable reconstructions of Earth’s past climate. Ice-core records are therefore crucial for projecting future climate change, however, our ability to interpret them relies on our understanding of polycrystalline-ice microstructures and mechanics. In turn, these microstructures enable modeling of ice flow and large-scale effects of ice-sheet evolution. Since [...]
CO2-Based Leaching of Sulfidic Peridotite Drives Critical Mineral Mobilization and Carbonate Precipitation
Published: 2025-06-20
Subjects: Earth Sciences, Geochemistry, Geology
The transition towards green energy requires both carbon dioxide removal and consistent supplies of energy-critical minerals. Injection and mineralization of supercritical CO2 at active mafic and ultramafic-hosted mines provides a potential avenue to achieve both, through the stable geologic storage of carbon and subsequent mobilization of critical metals. A sample from the Eagle occurrence, an [...]
Topographic evidence for recent intraplate reactivation in NW Uruguay
Published: 2025-06-20
Subjects: Earth Sciences, Geomorphology, Physical Sciences and Mathematics, Tectonics and Structure
Located in eastern South America, Uruguay has been considered tectonically inactive since rifting in the Late Cretaceous. Here, we use a high-resolution digital elevation model (DEM) and field observations to investigate the presence of recent tectonic activity in the Basaltic Plateau, northwest Uruguay. Based on topographic-, drainage network- and field-based data, we identify evidence for [...]
PDCD-DAT – A global database of pyroclastic density current deposit field data
Published: 2025-06-18
Subjects: Earth Sciences
Pyroclastic density currents represent one of the deadliest hazards posed by active volcanoes. Analysis of their deposits provides valuable insights into their internal dynamics and informs numerical simulations of pyroclastic density currents which underpin many volcanic hazard assessments. We present PDCD-DAT, a global database of pyroclastic density current deposit characteristics compiled [...]
Lagged impacts of groundwater pumping on streamflow due to stream drying: Incorporation into analytical streamflow depletion estimation methods
Published: 2025-06-18
Subjects: Earth Sciences, Environmental Indicators and Impact Assessment, Environmental Sciences, Hydrology, Natural Resources and Conservation, Natural Resources Management and Policy, Sustainability, Water Resource Management
Water management often requires accounting for reductions in streamflow caused by groundwater pumping (‘streamflow depletion’). Since streamflow depletion cannot be quantified from observational data, it is typically modeled. Analytical depletion functions (ADFs) are a low-cost, low-complexity approach for estimating streamflow depletion with utility for decision support, but ADFs adopt several [...]
The Stotfield silcrete (or ‘Stotfield Cherty Rock’), Moray, eastern Scotland: Characterization and discussion of an archaeologically important lithic raw material
Published: 2025-06-18
Subjects: Earth Sciences, Human Geography, Physical Sciences and Mathematics, Social and Behavioral Sciences
We describe and discuss a lithic raw material new to Scottish prehistoric research: the Stotfield silcrete or Stotfield Cherty Rock. This material was well-known to Scottish geologists, but it was only recently realized that it had been used by prehistoric people in Moray, eastern Scotland. We describe our examination of archaeological Stotfield silcrete, as well as field information relating to [...]
Operational Flood Forecasting System in Denmark – Integrating Groundwater and Surface-water
Published: 2025-06-17
Subjects: Earth Sciences, Hydrology
Most operational flood forecasting systems provide predictions of pluvial and fluvial floods, often neglecting groundwater flooding processes. Groundwater flooding occurs when natural drainage system cannot drain water away quick enough, causing the water table to rise above ground. This study presents an operational integrated flood forecasting system that combines surface water and groundwater [...]