Preprints
Filtering by Subject: Geology
Deep Neural Network-Based Inversion of Turbidites in Confined Basins
Published: 2026-07-11
Subjects: Artificial Intelligence and Robotics, Fluid Dynamics, Geology, Sedimentology
Turbidites generated by large earthquakes and other geological events are commonly preserved in small, topographically confined basins along active continental margins. Reconstructing flow conditions from these deposits is essential for assessing past hazards; however, existing inverse models have been validated only for unconfined settings, and their applicability to confined basins remains [...]
Thermodynamic modeling tools for the interpretation of melt inclusions and volcanic gases
Published: 2026-07-09
Subjects: Earth Sciences, Geology, Volcanology
H2O, CO2, and S are the most abundant volatiles in basaltic magmatic systems and are critical to understanding magma storage and the size and style of volcanic eruptions. Models for calculating melt–vapor (±mineral) equilibria are abundant in the literature but are not interoperable. Consequently, few comparisons of model outputs have been performed. To address this, we comprehensively compare [...]
The Rise of Diamond Open Access Journals in Earth Sciences: Past Developments, Present Tensions, and Future Pathways
Published: 2026-07-08
Subjects: Biogeochemistry, Cosmochemistry, Earth Sciences, Geochemistry, Geology, Geomorphology, Geophysics and Seismology, Library and Information Science, Paleontology, Planetary Sciences, Sedimentology, Tectonics and Structure, Volcanology
Over roughly the last decade, a visible, community-led Diamond Open Access (OA) ecosystem has emerged in the Earth sciences, not as a departure from tradition, but as the latest expression of a long-standing culture of open, society-supported scholarly communication. While free-to-read, fee-free publishing initiatives have deep roots in the field, predating the Diamond terminology by decades and [...]
A Bayesian Inversion for the Generation of Felsic Archean Crust
Published: 2026-07-02
Subjects: Earth Sciences, Geology
Archean continental crust is compositionally distinct from post-Archean continental crust; its felsic components predominantly comprise the tonalite, trondhjemite, and granodiorite suite, while its mafic components record evidence of secular mantle cooling. Although the geochemistry of these rocks have been well characterized, the production of Archean felsic magmas remains contested because the [...]
Clay Characterization of Tiller Flotten Quick Clay
Published: 2026-07-02
Subjects: Earth Sciences, Geology, Mineral Physics, Other Earth Sciences, Soil Science
In this study, we investigate the mineralogical and physicochemical properties of the Tiller–Flotten quick clay formation in Trondheim, Norway. The objective is to enhance our understanding of particle interactions within this quick clay system, thereby contributing to the development of more environmentally friendly stabilization strategies. A comprehensive suite of analytical techniques was [...]
Deep learning methods for the simulation and optimization of shallow geothermal energy systems
Published: 2026-07-01
Subjects: Applied Mathematics, Artificial Intelligence and Robotics, Computational Engineering, Geology, Natural Resources Management and Policy
Shallow geothermal energy (SGE) systems are crucial for decarbonizing the heating and cooling sector. Their planning, design and operation, however, rely on the simulation of heat transport in the subsurface, a task that is computationally demanding and particularly prohibitive for multi-query applications such as sensitivity analysis and optimization. Deep learning (DL) has recently emerged as a [...]
SegFormer and SegFormer-UNet for anthropogenic geomorphic feature extraction from land surface parameters
Published: 2026-06-27
Subjects: Environmental Monitoring, Geology, Geomorphology, Remote Sensing
Accurate, scalable mapping of anthropogenic geomorphic features from high spatial resolution terrain data remains challenging. While convolutional neural networks (CNNs) excel at characterizing local texture and patterns, their limited receptive fields may fail to capture broader spatial context. Transformer-based architectures, such as SegFormer, support stronger long-range dependency modelling, [...]
A Phanerozoic Atlas of Earth’s Atmosphere, Surface, and Interior Derived from the PANALESIS Plate Tectonic Model
Published: 2026-06-22
Subjects: Climate, Earth Sciences, Environmental Sciences, Geology, Other Environmental Sciences, Tectonics and Structure
Reconstructing the Earth system evolution through deep time requires spatially consistent, multi‑layer datasets that integrate geological, geophysical, and climatic information. Here we present a unified, high‑resolution (10×10km) global dataset describing the Earth’s evolution over the past 545 million years. This atlas provides 45 time slices spanning the Phanerozoic, each including quantified [...]
Interplay between supercontinents and accretionary orogens recorded in 200 million years of metallogeny
Published: 2026-06-21
Subjects: Geochemistry, Geology, Tectonics and Structure
The assembly of supercontinents and the evolution of accretionary orogens are one of the most fundamental drivers of Earth's lithospheric architecture and mineral endowment. Here we reconstruct the 200 million years metallogenic history of the mainland Australian part of the Delamerian convergent margin, a pivotal segment of the East Gondwana paleo-Pacific margin that archives the transition from [...]
Linking double seismic zones to oceanic lithosphere rheological layering: the role of mid-lithospheric discontinuities
Published: 2026-06-18
Subjects: Earth Sciences, Geology, Geophysics and Seismology, Physical Sciences and Mathematics
The origin of the ubiquitous lower seismic layer (LSL) in double seismic zones (DSZs) within subducting oceanic lithosphere remains one of the most persistent unresolved problems in subduction-zone seismicity. Analysis of recent geophysical observations reveals a close spatial association between the LSL and the oceanic mid-lithospheric discontinuity (MLD), a feature attributed to the [...]
Subsurface advective flow unveils the architecture of Earth’s crustal biosphere
Published: 2026-06-09
Subjects: Biogeochemistry, Environmental Microbiology and Microbial Ecology Life Sciences, Geology, Microbiology, Other Earth Sciences, Other Environmental Sciences
The subsurface biosphere is one of Earth’s largest microbial reservoirs, yet its spatial extent remains poorly constrained due to limited direct access. Here we propose using the integrated environmental readouts encoded in deep subsurface fluids to shift from simply mapping where life can be detected to constraining where life can exist. Deeply-sourced advective fluids provide an integrated [...]
Was there an ocean between the North China-Qaidam and Tarim blocks connecting the Mongol-Okhotsk and Paleo-Tethys oceans?
Published: 2026-06-01
Subjects: Earth Sciences, Geology, Tectonics and Structure
The tectonic history of the final amalgamation of Eurasia is puzzling: geological and paleomagnetic data yield contrasting interpretations. Paleomagnetism shows that the North China Block and the Qaidam Basin fragment, migrated northward by several thousand kilometers relative to Eurasia until the latest Jurassic-Early Cretaceous. If true, plate tectonic principles require that a North [...]
R-critical constraints on relamination efficiency: The role of mechanical coupling in continental crust recycling
Published: 2026-05-30
Subjects: Geochemistry, Geology, Geophysics and Seismology, Tectonics and Structure, Volcanology
Relamination—the reincorporation of deeply subducted continental crust into the overriding plate—has been proposed as a major mechanism for continental growth and differentiation. While numerical models and high-pressure experiments demonstrate the thermochemical feasibility of this process, a fundamental question remains: under what mechanical conditions is relamination sufficiently efficient to [...]
Post-glacial sedimentary evolution and stratigraphy of the shallow offshore areas of the Shetland Islands (UK)
Published: 2026-05-25
Subjects: Earth Sciences, Geology, Geophysics and Seismology, Sedimentology, Stratigraphy
We present a high-resolution seismic–sedimentological reconstruction of post-glacial sedimentation in three shallow offshore basins around the Shetland Islands (Dury Voe, Colgrave Sound/Basta Voe, and Yell Sound), based on integrated multibeam bathymetry, sub-bottom profiler data, and 77 vibrocores supported by radiocarbon dating. Sediment distribution is strongly controlled by inherited bedrock [...]
Trapped Lee-Wave Resonance Determines Antarctic Megadune Wavelength
Published: 2026-05-23
Subjects: Applied Statistics, Categorical Data Analysis, Design of Experiments and Sample Surveys, Earth Sciences, Fluid Dynamics, Geology, Geomorphology, Geophysics and Seismology, Glaciology, Mineral Physics, Other Earth Sciences, Paleontology, Physics, Planetary Geology, Planetary Geomorphology, Planetary Geophysics and Seismology, Planetary Glaciology, Planetary Hydrology, Planetary Mineral Physics, Planetary Sciences, Planetary Sedimentology, Sedimentology, Statistical Methodology, Statistical Models, Statistics and Probability, Stratigraphy
Snow megadunes cover 5×105 km2 of the East Antarctic plateau, biasing surface mass balance estimates and overprinting ice-core signals—yet their 2–5 km wavelength has lacked a quantitative selection mechanism for two decades. We first falsify the standard formula λ∗ = 2πU0/N through a calibration-free spatial test: eight REMA 2 m tiles across two independent locations at 81.5–82.0°S show no [...]