Preprints
Filtering by Subject: Earth Sciences
Salt Precipitation during Geological CO2 Storage: Effect of Access to Continuous Brine Source
Published: 2023-12-08
Subjects: Earth Sciences, Engineering, Environmental Sciences
During CO2 storage, the near-wellbore environment experiences significant chemical, physical, thermal, and mechanical perturbations. Therefore, it is crucial to characterize the coupled thermo-hydro-mechanical-chemical (THMC) processes in this region through representative experimental tests and numerical simulations to maximize the safety and cost-efficiency of CO2 storage. One common [...]
Experimental and Numerical Description of Mineral Precipitation Dynamics on Heterogeneous Substrate Surfaces
Published: 2023-12-07
Subjects: Chemical Engineering, Earth Sciences, Environmental Sciences
Mineral precipitation reactions are critical in reactive transport studies of porous media due to their significant impacts on flow and transport properties. Understanding the nucleation process, a probabilistic phenomenon that determines the location and distribution of solid formation in space and time domains, is essential for accurately comprehending the effect of mineral precipitation on [...]
Monitoring CO2 Concentrations in Soil Gas: A Novel MRV Approach for Cropland-Based ERW?
Published: 2023-12-07
Subjects: Earth Sciences, Environmental Sciences
This paper discusses the challenges we have faced in the past 2.5 years of field experiments trying to measure the speed of Enhanced Rock Weathering (ERW) in agricultural settings for removing CO₂ from the atmosphere. Traditional measurements that allow quantification of carbon dioxide removal (CDR) in laboratory ERW tests include chemical analyses of the leached out soil water and monitoring [...]
Formation of giant Siberian gas emission craters (GECs)
Published: 2023-12-07
Subjects: Earth Sciences, Environmental Sciences
The recent discovery of eight giant gas escape craters (GECs) in the Russian Yamal and Gydan peninsulas has challenged researchers for the past decade. Despite numerous proposed models, ranging from meteor impacts to gas explosions, none provide a comprehensive explanation for why the GECs are found only in this specific region. This study proposes a new general model for the formation of GECs in [...]
PHOTOMOB: AUTOMATED GIS METHOD FOR ESTIMATION OF FRACTIONAL GRAIN DYNAMICS IN GRAVEL BED RIVERS. PART 1: GRAIN SIZE
Published: 2023-12-07
Subjects: Earth Sciences, Environmental Monitoring, Geomorphology, Hydrology, Sedimentology, Water Resource Management
Particle entrainment intensity is spatially and temporally variable, making it a complex phenomenon to measure. This paper is the first of a pair, in which we present an automated image processing procedure (PhotoMOB) for monitoring the mobility/stability of gravel river beds. The method is based on local comparison of the shape of the grains identified at the same coordinates between successive [...]
PhotoMOB: Automated GIS method for estimation of fractional grain dynamics in gravel bed rivers. Part 2: Bed stability and fractional mobility
Published: 2023-12-06
Subjects: Earth Sciences, Environmental Monitoring, Geomorphology, Hydrology, Sedimentology, Water Resource Management
Bed mobility and stability are spatially and temporally variable, making it a complex phenomenon to study. This paper is the second of a pair, in which we present an automated image processing procedure for monitoring the mobility/stability of gravel river beds. The method is based on local comparison of the shape of the grains identified at the same coordinates between successive photos to [...]
Never train an LSTM on a single basin
Published: 2023-12-05
Subjects: Artificial Intelligence and Robotics, Computer Sciences, Earth Sciences, Hydrology, Physical Sciences and Mathematics
Machine learning (ML) has an increasing role in the hydrological sciences, and in particular, certain types of time series modeling strategies are popular for rainfall-runoff modeling. A large majority of studies that use this type of model do not follow best practices, and there is one mistake in particular that is very common: training deep learning models on small, homogeneous data sets (i.e., [...]
FluxFormer: Upscaled global gross primary productivity from eddy covariance data with multivariate timeseries Transformer
Published: 2023-12-05
Subjects: Earth Sciences, Physical Sciences and Mathematics
Accurate terrestrial gross primary productivity (GPP) estimates are crucial for developing effective climate change policies. However, quantifying GPP is challenging due to sparse ground observations and the complexity of plant functional types (PFTs). In this study, we address these challenges by evaluating various aspects of a data-driven model, including the architecture of time series deep [...]
The Rhyolite Factory: Insights from rhyolite-MELTS geobarometry of plutonic rocks and associated volcanics
Published: 2023-12-03
Subjects: Earth Sciences
Magmatic systems feed eruptions to the surface; lead to the formation of ore deposits; provide energy for geothermal systems; and are key to Earth’s differentiation. While it is commonly accepted that silicic magmatic systems span much of the crust, little direct evidence is available for their vertical continuity (or lack thereof), or for the distribution of melt within them. We focus on [...]
On the origin of alkali feldspar megacrysts in granitoids. Part 2: evidence for nucleation and growth under magmatic conditions from crystal size distributions of the Cathedral Peak Granodiorite, California, USA
Published: 2023-12-03
Subjects: Earth Sciences
The mechanisms whereby alkali feldspar megacrysts form have been debated for several decades; yet, we do not understand well the processes that lead to their formation. We take advantage of glacially polished outcrop surfaces from the Cathedral Peak Granodiorite in the Tuolumne Intrusive Complex, CA to quantitatively characterize alkali feldspar textures, to provide better insight into their [...]
Combining geological and historical archives to reconstruct flood variability in northwestern Italy during the last thousand years
Published: 2023-12-01
Subjects: Earth Sciences
Understanding Earth’s changing climate is a crucial challenge. However, the available time series of direct measurements are often insufficient to fully capture climatic process that unfolds over centuries and millennia. Combining History and Geology can fill this gap. Focusing on rainfall and flood events, this research proposes a multidisciplinary approach to integrate the sedimentary and [...]
A Compilation of Benchmark Pluvial Flood Datasets
Published: 2023-11-29
Subjects: Earth Sciences, Geology
urban pluvial flooding is a dangerous natural hazard that has become more common in recent years, making it a global threat to metropolitan areas. Surface water floods and flash floods are two common types of pluvial flooding that the second one is extremely hazardous and damaging due to both the power of the water and the debris that is frequently swept up in the flow. Buildings and their [...]
High-resolution luminescence-dated sediment record for the last two glacial-interglacial cycles from Rodderberg, Germany
Published: 2023-11-28
Subjects: Climate, Earth Sciences
The Rodderberg Volcanic Complex (RVC) is well-known for the long and probably continuous climate record archived in its crater basin, which lasts for several glacial-interglacial cycles. However, a detailed chronological framework is still lacking. Here, we perform high-resolution luminescence dating on a 72.8 m-long sediment core with the optically stimulated luminescence (OSL) signal from [...]
ICESat-2 and ocean particulates: Building a roadmap for calculating Kd from space-based lidar photon profiles
Published: 2023-11-28
Subjects: Earth Sciences, Oceanography and Atmospheric Sciences and Meteorology, Physical Sciences and Mathematics, Planetary Sciences
ICESat-2’s Advanced Topographic Laser Altimeter System (ATLAS) has emerged as useful tool for calculating attenuation signals in natural surface waters, thus improving our understanding of particulates from open-ocean plankton to nearshore suspended terrigenous sediments. While several studies have employed methods based on Beer’s Law to derive attenuation coefficients (including through a [...]
Plagioclase-saturated melt hygrothermobarometry and plagioclase-melt equilibria using machine learning
Published: 2023-11-23
Subjects: Earth Sciences, Geochemistry, Geology, Physical Sciences and Mathematics, Volcanology
Compositions of plagioclase-melt pairs are commonly used to constrain temperatures (T), dissolved water contents (H2O) and pressures (P) of pre-eruptive magma storage and transport. However, previous plagioclase-based thermometers, hygrometers, and barometers can have significant errors, leading to imprecise reconstructions of conditions during plagioclase growth. Here, we explore whether we can [...]