Preprints
There are 6167 Preprints listed.
Multi-Agent Geophysical AI Workflow for Automated Reservoir Characterization
Published: 2025-11-06
Subjects: Artificial Intelligence and Robotics, Computational Engineering, Computer Sciences, Earth Sciences, Engineering, Geophysics and Seismology
Traditional geophysical workflows like reservoir characterization are driven in a collaborative manner where teams of geoscientists share their individual analyses to inform key decisions made by executives. However, these workflows are repetitive, time-consuming, prone to human error, and introduce subjective bias. While researchers have used automation to address these limitations via deep [...]
Relict landscapes and fluvial landforms: Catastrophic outflow following a major Late Messinian base-level fall
Published: 2025-11-06
Subjects: Analysis, Earth Sciences, Geology, Geomorphology, Hydrology, Mathematics, Physics, Stratigraphy
During the Messinian Salinity Crisis (MSC), the entire Mediterranean basin experienced deep canyon incision along its margins as the result of sea-level variations and rapidly increasing salinity. Yet, the processes and water sources capable of generating such dramatic incision have never been quantitatively demonstrated. Using high-resolution 3-D seismic reflection data and paleo-stream network [...]
Rheological control on earthquake source kinematics and dynamics at the Hengill geothermal field
Published: 2025-11-06
Subjects: Physical Sciences and Mathematics
We analyze seismic source parameters of the induced earthquakes at the Hengill (Iceland) between 2018 and 202 to investigate rupture processes in a complex volcanic–geothermal setting. Our analysis reveals a source scaling relation that deviates from the commonly assumed M0 ∝ fc^-3. By combining stress tensor orientation, lithostatic and hydrostatic pressure, and frictional strength estimates, we [...]
Emerging AI Solutions for Hazardous PET Waste in Marine Environments: A Review of Underexplored Paradigms
Published: 2025-11-05
Subjects: Engineering
Polyethylene terephthalate (PET) pollution, due to its persistence, chemical recalcitrance, and widespread usage, represents a growing hazard to marine ecosystems. Its accumulation contributes to long-term ecotoxicological risks, food chain contamination, and environmental degradation. Addressing this challenge necessitates the adoption of scalable, efficient, and intelligent strategies for [...]
A proof-of-stake blockchain framework for transparent climate data verification
Published: 2025-11-05
Subjects: Environmental Sciences
Trust in climate data remains a significant barrier to effective climate action. Skepticism about data manipulation and politicization reduces confidence and hinders evidence-based policy. Existing climate data systems lack transparent verification and accessible analytical tools, limiting accountability and stakeholder engagement. This study presents a reproducible framework that applies [...]
Thoughts on prognostically modeling an eddying double-gyre ensemble mean
Published: 2025-11-05
Subjects: Physical Sciences and Mathematics
We address the question of separating the ocean’s deterministic response to time-dependent forcing from its intrinsic chaotic variability. Because the forcing is neither stationary nor periodic and spatial homogeneity is precluded by both the forcing pattern and boundary conditions, statistical analysis must rely on ensemble averaging. Here, we define this as the arithmetic mean over realizations [...]
Effect of chemical disequilibrium during metal-silicate partitioning on the thermal state of the early core and implications on the dynamics of metal/silicate segregation
Published: 2025-11-05
Subjects: Earth Sciences, Geochemistry, Geophysics and Seismology, Planetary Geology, Planetary Geophysics and Seismology
In this study, we improved a previously published numerical model linking the core composition to the core temperature during accretion by introducing some amount of chemical disequilibrium during the segregation of the core in the magma ocean phase. At the minimum equilibrium rate in metal and silicate phases, the final temperature of the core by $\sim$ 250 K compared to the fully equilibrated [...]
A climate-biodiversity funnel that accelerates action towards global goals
Published: 2025-11-05
Subjects: Environmental Sciences
Joint action on climate and biodiversity is urgently needed to meet the goals of the Paris Agreement (PA) and Kunming-Montreal Global Biodiversity Framework (KM-GBF). Here, we analyse interlinkages between targets in these two landmark international agreements. We find recognition of climate-biodiversity interactions in the agreement texts (three KM-GBF Targets and four PA Articles), [...]
A Two-Stage Fitting Method for Truncated Stem Diameter Distributions
Published: 2025-11-05
Subjects: Applied Statistics, Forest Management, Statistical Methodology, Statistical Models
Stem diameter distributions underpin growth projections, harvest scheduling, and carbon accounting, yet permanent sample plot inventories are routinely truncated by merchantability limits and maximum expected diameters. The accepted remedy is to fit truncated versions of the desired density, but those forms are seldom documented or supported in common software, so practitioners often default to [...]
Biases due to widespread use of low-cost sensors for urban heat stress assessments
Published: 2025-11-05
Subjects: Physical Sciences and Mathematics
Urban heat stress is an area of critical research interest due to its relevance for public health and policy. Given the lack of operational-grade weather stations within cities, different types of low-cost sensors have been used to assess urban heat stress. However, these sensors are traditionally not designed for capturing fine scale differences in temperature and humidity (i.e., the main [...]
It’s Not Just Risk—It’s Responsibility: Changing Drivers of Home Flood Protection
Published: 2025-11-05
Subjects: Environmental Studies
Private household adaptation is a critical yet underutilised element of flood resilience. Property-level measures might reduce up to 80\% of damage if adopted in a timely manner. However, socio-behavioural factors serve as constraints to adaptation. Among them, a lack of risk awareness is considered a primary barrier. Empirical research typically relies on a single snapshot of data, implicitly [...]
Why are farmers in South India shifting from conventional ‘Green Revolution’ agriculture to natural farming? A mixed-methods study
Published: 2025-11-04
Subjects: Environmental Studies
Introduction: The Green Revolution contributed to significant increases in crop production and yield in India. However, it also resulted in negative social and environmental consequences. In response, alternative farming practices have emerged which are based on agroecological principles, such as natural farming. In the recent years government policies at state and national level are also [...]
Modelling the transport and dispersion of volcanic co-PDC ash clouds using NAME: an evaluation of source geometry and mass eruption rate
Published: 2025-11-03
Subjects: Earth Sciences, Physical Sciences and Mathematics, Volcanology
Pyroclastic density currents (PDCs) are gravity currents that frequently form during explosive volcanic eruptions. These ground-hugging density currents consist of high-temperature mixtures of pyroclasts (e.g., ash, pumice), lithics, and gas. They have the potential to generate co-PDC plumes, which detach from the underlying PDC as they buoyantly rise into the atmosphere. Co-PDC plumes, composed [...]
Homogenization of Elastic Wave Equation using Renormalization Group Theory
Published: 2025-11-03
Subjects: Physical Sciences and Mathematics
Seismic waves traveling through the Earth interact with heterogeneities of all scales along their path. Generally, we are interested in travel time associated with coarse-scale structures; however, fine-scale structures also influence the amplitude and travel time for all phases. The distribution of fine-scale heterogeneities not only affects travel times but also impacts how we observe [...]
Bending the Sierra Madre Oriental: A Paleocene Orocline
Published: 2025-11-02
Subjects: Earth Sciences, Tectonics and Structure
The Sierra Madre Oriental belt of the Mexican thin-skinned fold-and-thrust belt, which formed during the Late Cretaceous due to the subduction of the Farallon Plate beneath North America, exhibits a pronounced curvature of approximately 100°, concave to the southwest. A recent paleomagnetic study in Jurassic rocks has classified the curvature of the Sierra Madre Oriental as an orocline. However, [...]