Preprints
There are 6976 Preprints listed.
Emerging AI Solutions for Hazardous PET Waste in Marine Environments: A Review of Underexplored Paradigms
Published: 2025-11-06
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 [...]
It’s Not Just Risk—It’s Responsibility: Changing Drivers of Home Flood Protection
Published: 2025-11-06
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 [...]
THE ROLE OF IRON CENTERS IN COAL OXIDATION: A SYSTEMATIC REVIEW AND QUANTITATIVE ESTIMATION OF SURFACE ACTIVE SITE DENSITY
Published: 2026-03-15
Subjects: Physical Sciences and Mathematics
Iron in coals occurs in various forms (pyrite, ultradispersed particles, ions in the carbon matrix) and plays a key role in oxidation processes, spontaneous combustion, liquefaction, and gasification. Although extensive experimental data have accumulated over recent decades, a systematic generalization linking quantitative estimates of the surface density of catalytically active Fe centers to [...]
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 [...]
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 Basins underwent dramatic canyon incision along its margins due to fluctuating sea levels and rapidly increasing salinity. However, the specific processes and water sources responsible for such profound landscape transformations have yet to be quantitatively demonstrated. In this study, we combine high resolution 3D seismic [...]
Spatiotemporal dynamics of air pollution and vegetation health in a rapidly urbanizing city in northeastern Bangladesh
Published: 2025-11-07
Subjects: Environmental Sciences, Forest Sciences, Geography
Air pollution poses a significant environmental concern and is recognized as the fourth leading risk factor affecting human health. Understanding the levels of air pollution and its relationships with vegetation is crucial for assessing health risks under rapid urbanization. In this study, using the extracted imagery from the Sentinel-5 and Moderate Resolution Imaging Spectroradiometer (MODIS) [...]
Legacy of peatland erosion shapes microbial communities during recovery
Published: 2025-11-14
Subjects: Biogeochemistry, Environmental Microbiology and Microbial Ecology Life Sciences
Human degradation of peatlands worldwide has turned them into net carbon sources. In upland blanket peatlands, erosion disrupts new plant-derived carbon input and exposes deep peat, putting old carbon at risk of oxidation. The efficacy of restoration in preventing carbon loss and recovering ecosystem function depends on microbial responses to both water table manipulation and renewed litter [...]
Temperature insensitive viscous deformation limits megathrust seismogenesis
Published: 2025-11-15
Subjects: Earth Sciences, Physical Sciences and Mathematics, Physics
Three models have been proposed to explain the downdip limit of the subduction seismogenic zone. The first is a temperature-controlled transition in rate-and-state frictional properties between 350–510°C, which inhibits earthquake nucleation. The second places the limit at the frictional and viscous failure envelope intersection. The third combines thermal and lithological controls, where 'warm' [...]
Flood Radar: Multi-Sensor SAR-Based Flood Mapping and Evacuation Modeling — A Case Study of the July 2025 Texas Flood
Published: 2025-11-08
Subjects: Computer Sciences, Earth Sciences, Oceanography and Atmospheric Sciences and Meteorology, Planetary Sciences
Floods remain among the most destructive natural hazards worldwide, causing an average of USD 40 billion in annual damage and affecting more than 2.5 billion people between 1994 and 2014. The Central Texas flood of July 2025 was one of the most catastrophic in recent decades, triggered by the remnants of Tropical Storm Barry that delivered over 508 mm of rain within two days. This study presents [...]
Extratropical forcing of low-latitude subsurface oxygenation under future warming
Published: 2025-11-10
Subjects: Earth Sciences, Environmental Sciences, Oceanography and Atmospheric Sciences and Meteorology
The global ocean is losing oxygen under climate warming, yet most climate models project rising oxygen levels in low-latitude subsurface waters (~100–500 m), partly due to their enhanced ventilation. However, underlying drivers for the enhanced ventilation remain unclear. Here we demonstrate that the enhanced tropical subsurface ventilation is driven by extratropical forcing. While extratropical [...]
Accelerating Geothermal Modeling with Low- and High-Fidelity Fourier Neural Operators
Published: 2025-11-11
Subjects: Artificial Intelligence and Robotics, Oil, Gas, and Energy
Geothermal reservoir models are costly to build and calibrate, and generating a single forecast can take hours. Operators tasked with field planning and optimization are constrained by the speed of these forecast simulations, limiting the number of scenarios they can explore. Machine learning can be a powerful tool to speed up computationally expensive tasks, but standard approaches using Neural [...]
The Tocantins Framework: A Machine Learning-Based Assessment of Intra-urban Thermal Anomalies
Published: 2025-11-10
Subjects: Applied Statistics, Artificial Intelligence and Robotics, Computer Sciences, Environmental Indicators and Impact Assessment, Environmental Sciences, Statistics and Probability, Sustainability
The Urban Heat Island (UHI) effect has been extensively studied at the city scale. Yet, the Intra-Urban Heat Island and the Intra-Urban Cool Island effects remain poorly characterized due to the absence of standardized quantification frameworks. This study introduces the Tocantins Framework, a dual-metric system combining machine learning and spatial morphology to identify and quantify [...]
Quantification Error Model for Aerial LiDAR Methane Emission Rate Estimates
Published: 2025-11-11
Subjects: Applied Statistics, Environmental Monitoring, Oil, Gas, and Energy, Statistical Models
Accurate characterization of methane emission rate quantification error (QE) is essential for building measurement-based emissions inventories that benchmark emissions, guide mitigation, and satisfy reporting frameworks such as OGMP 2.0. Previous studies have summarized QE using distributions of errors from controlled release experiments, but with limited consideration of environmental conditions [...]
Reducing the global human footprint on lake water quality near river inlets
Published: 2025-11-12
Subjects: Fresh Water Studies, Hydrology, Other Environmental Sciences, Remote Sensing, Water Resource Management
Human activities have degraded lake water quality globally, leading to toxic algae proliferation and anoxia. The spatial variability of these impacts within lakes and the potential for targeted nutrient pollution reduction to improve water quality remain however underexplored at the global scale. Using 742 million chlorophyll-a (chl-a) estimates from six satellite sensors (daily, 1–4 km [...]
Pressure-driven microbial and viral dynamics on individual sinking particles: implications for carbon cycling
Published: 2025-11-12
Subjects: Biogeochemistry, Marine Biology, Oceanography
The ocean’s biological carbon pump (BCP) regulates atmospheric CO2 by exporting organic carbon from the surface to the deep ocean. This process mainly depends on microbial communities associated with sinking particles which produce, degrade and transform organic matter. While many factors impact the efficiency of the BCP, here, we focus on particle heterogeneity and hydrostatic pressure, i.e. the [...]