Preprints
There are 5073 Preprints listed.
3D diffusion of water in melt inclusion-bearing olivine phenocrysts
Published: 2023-12-06
Subjects: Physical Sciences and Mathematics
Olivine-hosted melt inclusions are an important archive of pre-eruptive processes such as magma storage, mixing and subsequent ascent through the crust. However, this record can be modified by post entrapment diffusion of H+ through the olivine lattice. Existing studies often use spherical or 1D models to track melt inclusion dehydration that fail to account for complexities in geometry, [...]
Data-space cross-validation of global tomographic models to assess mantle structure underneath the Pacific Ocean
Published: 2023-12-05
Subjects: Physical Sciences and Mathematics
Seismic tomography is a principal method for studying deep mantle plume structure. Imaging Earth's wavespeed anomalies is conditioned by seismic wave sampling, and the uneven distribution of receiving stations worldwide leaves several candidate plumes beneath various hotspots across the globe poorly resolved. We regionally evaluate two full-waveform global tomography wavespeed models, GLAD-M25 [...]
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 [...]
Geomorphology and Morphogenesis of the Non-siliceous, Non-aqueous Fluvial Systems of Titan: A Review
Published: 2023-12-05
Subjects: Planetary Geomorphology
Titan is the only moon known in the solar system to possess not only an atmosphere, but an active weather cycle, tectonics, and erosive geomorphology. This weather cycle involves primarily liquid alkanes of methane and ethane (along with photochemical alterations of said compounds). Such liquid alkanes are the constituents through which stable bodies of liquid have been observed on Titan. These [...]
Precipitation Inequality Exacerbates Streamflow Inequality, but Dams Moderate it
Published: 2023-12-04
Subjects: Engineering
Access to clean water is a fundamental human right, yet millions worldwide face the dire consequences of water scarcity and inadequate sanitation. Water inequality, characterized by disparities in access and availability of water resources, has emerged as a critical global challenge with far-reaching social, economic, and environmental implications. Using a globally representative observational [...]
The Certainty of Uncertainty in Atmospheric CO2 Removal: A Crisis-Response Abrupt Mitigation Scenario (CRAMS)
Published: 2023-12-04
Subjects: Climate, Sustainability
The gap between current emission trend and the expected 1.5 °C warming target forces the deployment of different carbon dioxide removal technologies (CDRs). Even though large discrepancies and uncertainties presents in studies investigating the CDR potentials, costs and side effects of bio-energy with carbon capture and storage (BECCS), direct air capture with CO2 storage (DACCS) and enhanced [...]
Multiple dikes make eruptions easy
Published: 2023-12-04
Subjects: Physical Sciences and Mathematics
Dikes supply magma to most volcanic eruptions. Understanding how propagating dikes may, or may not, reach the surface is thus one of the fundamental tasks for volcanology. Many, perhaps most, dike segments injected from magma sources do not reach the surface to feed volcanic eruptions. Instead, the dike segments become arrested (stop their propagation), commonly at or close to contacts between [...]
Towards an Integrated Texture Toolkit, 1: Unveiling the Complex Relationship Between Crystal Size, Shape, and Fabric in EBSD Data
Published: 2023-12-04
Subjects: Physical Sciences and Mathematics
Rock textures observed via thin section are skewed from their true 3D nature. This is due to a variety of cut effects—artifacts that are introduced due to the lower dimensional nature of the thin section relative to the rock. Typically, these methods invert crystal shape and crystal size, but with each process performed separately and in sequence. With the ongoing adoption of electron backscatter [...]
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 [...]
A study of extreme water waves using a hierarchy of models based on potential-flow theory
Published: 2023-12-02
Subjects: Applied Mathematics, Oceanography, Oceanography and Atmospheric Sciences and Meteorology, Partial Differential Equations, Physical Sciences and Mathematics
The formation of extreme waves arising from the interaction of three line-solitons with equal far-field amplitudes is examined through a hierarchy of water-wave models. The Kadomtsev-Petviashvili equation (KPE) is first used to prove analytically that its exact three-soliton solution has a ninefold maximum amplification that is achieved in the absence of spatial divergence. Reproducing this [...]
Stromatoporoids and extinctions
Published: 2023-12-01
Subjects: Life Sciences
Stromatoporoids are common shallow marine hypercalcified sponges in two major episodes with distinctive skeletal architectures: 1) Palaeozoic: Early to Middle Ordovician, to Late Devonian; and 2) Mesozoic: Late Triassic to Cretaceous and rare Cenozoic, but not confirmed in Permian and earlier Triassic strata. Stromatoporoids appeared in Early to Middle Ordovician strata, important in buildups [...]
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 [...]
Ten simple rules to bridge ecology and palaeoecology by publishing outside palaeo-ecological journals
Published: 2023-12-01
Subjects: Ecology and Evolutionary Biology
Due to a specialised methodology, palaeoecology is often regarded as a separate field from ecology even though it is essential to understand long-term ecological processes that have shaped ecosystems that ecologists study and manage. Even though advances in ecological modelling, sample dating, and proxy-based reconstructions have enabled direct comparison of palaeoecological data with [...]