Preprints
Filtering by Subject: Geology
Steep nested clinoforms in the mixed siliciclastic-carbonate Sobrarbe Deltaic Complex (Eocene, Aínsa Basin, Spain)
Published: 2025-10-09
Subjects: Earth Sciences, Geology, Sedimentology, Stratigraphy
This study investigates the processes controlling the development of nested clinoforms in outcrops of the Eocene Sobrarbe Deltaic Complex of the Aínsa Basin, highlighting their significance as archives of basin-margin evolution. Small-scale clinoforms record the higher-frequency cycles of delta progradation and the coetaneous development of a carbonate factory, while large-scale clinoforms record [...]
Paleoecology indicates wave climate as key factor in coral reef development
Published: 2025-09-24
Subjects: Climate, Earth Sciences, Ecology and Evolutionary Biology, Environmental Sciences, Geology, Geomorphology, Oceanography and Atmospheric Sciences and Meteorology, Stratigraphy
The Last Interglacial (~125,000 years ago) experienced global temperatures warmer than today, making it a natural analog for future climate scenarios. Contemporary coral reefs preserve ecological signals that offer valuable insights into past climate dynamics. Here, we examine the fossil reefs of Aruba, Bonaire, and Curaçao to reconstruct wind and wave conditions during this period. While modern [...]
Efficient Self-Attention Based Joint Optimization for Lithology and Petrophysical Parameter Estimation in the Athabasca Oil Sands
Published: 2025-09-17
Subjects: Artificial Intelligence and Robotics, Earth Sciences, Geology, Geophysics and Seismology
Accurately identifying lithology and petrophysical parameters, such as porosity and water saturation, are essential in reservoir characterization. Manual interpretation of well-log data, the conventional approach, is not only labor-intensive but also susceptible to human errors. To address these challenges of lithology identification and petrophysical parameter estimation in the Athabasca Oil [...]
Updated Trajectory and Spectral Insights into 3I/ATLAS: A Definitive Case for Natural Astrogeological Origins
Published: 2025-08-25
Subjects: Astrophysics and Astronomy, Earth Sciences, Geology, Other Astrophysics and Astronomy, Other Earth Sciences, Planetary Geology, Planetary Sciences, Planetary Sedimentology, The Sun and the Solar System
As seen in the most recent August 2025 Hubble imagery, the interstellar object 3I/ATLAS makes a strong case for its natural astrogeological origins, which is consistent with my previously published hypothesis that it is a lithified clastic fragment from an exoplanetary sedimentary basin. With an eccentricity of ~1.2 and an inclination of ~44°, refined trajectory data confirms a gravitational [...]
High-resolution Digital Terrain Model and Land-surface Parameters of São Sebastião and Ilhabela, southeastern Brazil
Published: 2025-08-21
Subjects: Environmental Monitoring, Geology, Geomorphology, Nature and Society Relations, Physical and Environmental Geography, Remote Sensing
Effective disaster risk management and detailed environmental studies in landslide-prone regions require high-resolution and accurate Digital Terrain Models (DTMs). This work describes the development of a 2~m-resolution lidar-based DTM and an extensive set of land-surface parameters (LSPs) for the municipalities of São Sebastião and Ilhabela, southeastern Brazil. The dataset was generated from [...]
How do climate, geomorphology, and land-use control sediment yield generation in an anthropogenically modified landscape?
Published: 2025-08-21
Subjects: Earth Sciences, Geology, Geomorphology, Hydrology, Sedimentology
Understanding the controls on sediment yield (SY) is essential for water resource management. However, in the Cauvery basin in India, progress is hindered by fragmented studies that lack an integrated analysis. This research quantifies sub-catchment SY using long-term gauging data and employs Partial Least Squares Regression (PLSR) and multiple regression (MLR) to evaluate geomorphic, climatic, [...]
Quantifying the intensity of crystallographic preferred orientation (CPO): some practical considerations and recommended practices
Published: 2025-08-16
Subjects: Earth Sciences, Geology, Mineral Physics, Physical Sciences and Mathematics, Tectonics and Structure
Crystallographic preferred orientations (CPOs) commonly develop during the crystal-plastic deformation of rocks and minerals and are widely used to infer strain intensity and geometry, reconstruct deformation conditions, and estimate mechanical anisotropy. Numerous methods have been proposed to quantify CPO intensity as a scalar metric, but these metrics can be highly sensitive to their [...]
Geomodelling of multi-scenario non-stationary reservoirs with enhanced GANSim
Published: 2025-08-05
Subjects: Artificial Intelligence and Robotics, Civil and Environmental Engineering, Earth Sciences, Engineering, Geology, Geophysics and Seismology, Hydrology, Mining Engineering, Natural Resources and Conservation, Natural Resources Management and Policy, Oil, Gas, and Energy, Sedimentology, Stratigraphy
Reservoir geomodelling is critical for groundwater management, CO₂ storage, geothermal exploitation, and hydrocarbon exploration, yet traditional geostatistical methods like multiple-point statistics (MPS) struggle with simulating complex geological patterns. GANSim, a Generative Adversarial Networks-based geomodelling method, has proven effective for single-scenario stationary reservoirs, but [...]
Geochemical characteristics of orthopyroxene-bearing metamorphosed lithologies in the northern Chilka lake area, Eastern Ghats belt, India: Insights into the original nature and petrogenesis of precursors
Published: 2025-07-25
Subjects: Earth Sciences, Geochemistry, Geology, Physical Sciences and Mathematics
The northern Chilka Lake area stone quarries expose a high-grade terrane comprising a metapelitic suite interbanded with orthopyroxene-bearing gneisses and garnet-biotite leucogneisses (leptynites). This study presents bulk-rock and mineral chemistry data of the orthopyroxene-bearing units to evaluate the true nature of their protoliths and to comment on their petrogenesis. Field, petrographic, [...]
Shear localization as a key control on mass-transport complexes seal integrity: insights from geophysical datasets
Published: 2025-07-24
Subjects: Earth Sciences, Geology, Geophysics and Seismology, Sedimentology
Mass-transport complexes (MTCs), existing in all sedimentary basins worldwide, can serve as effective seals for hydrocarbons and carbon dioxide storage due to shear-induced overcompaction. However, localized seal failure is occasionally observed in specific part of the MTCs, leading to hydrocarbon and carbon dioxide leakage and posing potential threats to seabed stability. Due to the scarcity of [...]
Assessing uncertainty of source rock properties using Monte Carlo basin modeling – Application to Canning Basin, Australia
Published: 2025-07-23
Subjects: Applied Statistics, Earth Sciences, Engineering, Environmental Sciences, Geochemistry, Geology, Geophysics and Seismology, Oil, Gas, and Energy, Physical Sciences and Mathematics, Risk Analysis, Statistics and Probability, Stratigraphy
This study presents a Monte Carlo basin modeling framework for quantifying uncertainty in source rock property predictions by integrating geological, geophysical, and geochemical inputs. The approach accounts for variability in petrological parameters from rock physics inversion, paleo-erosion magnitudes, organic facies properties, and boundary conditions to simulate source rock properties such [...]
Holocene relative sea-level changes from the Atlantic coast of South America
Published: 2025-07-19
Subjects: Earth Sciences, Geology, Geomorphology
Holocene sea-level changes along the Atlantic coast of South America reflect a complex interplay between glacio-isostatic adjustment (GIA), regional tectonics, and local sedimentary processes. However, the uneven spatial and temporal resolution of existing sea-level data has hindered regional-scale assessments. Here, we compile and standardize 1108 relative sea-level (RSL) data points from [...]
Statistical rock physics inversion for assessing source rock properties from seismic signatures: an application to the Canning Basin, Australia
Published: 2025-07-15
Subjects: Applied Statistics, Earth Sciences, Geology, Geophysics and Seismology, Physical Sciences and Mathematics, Statistics and Probability
Quantifying petrophysical properties and potentials of source rocks is important for subsurface modeling and characterization. However, predicting these properties using seismic signatures and well-log information is a high-dimensional, nonlinear inverse problem, and is subject to uncertainty due to data ambiguities. In this study, a statistical rock physics inversion workflow is proposed to [...]
Deglaciation history and relative sea level changes since the Last Glacial Maximum in the southern Gulf of St. Lawrence, Canada
Published: 2025-07-10
Subjects: Earth Sciences, Geology, Geophysics and Seismology, Sedimentology, Stratigraphy
During the last glacial period, continents and surrounding shelves in high latitude regions of the Northern Hemisphere were covered by ice sheets. Their retreat during the late Pleistocene and Holocene resulted in isostatic adjustments of the previously glaciated landmass, which influenced post-glacial changes in relative sea level (RSL). Many questions, however, remain about the timing and [...]
Machine Learning Insights into the Geochemical Life Cycle of the Columbia River Flood Basalts
Published: 2025-07-02
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 [...]