Preprints
Filtering by Subject: Earth Sciences
Enhancing Global-scale Urban Land Cover Representation Using Local Climate Zones in the Community Earth System Model
Published: 2025-02-21
Subjects: Earth Sciences, Environmental Sciences
Urban areas are increasingly vulnerable to the impacts of climate change, necessitating accurate simulations of urban climates in Earth system models (ESMs) in support of large-scale urban climate adaptation efforts. ESMs underrepresent urban areas due to their small spatial extent and the lack of detailed urban landscape data. To enhance the accuracy of urban representation, this study [...]
Methodological Advances in Volcanology: The Role of Artificial Intelligence in Volcano Monitoring, Modelling, and Hazard Assessment
Published: 2025-02-12
Subjects: Earth Sciences, Volcanology
This chapter explores the opportunities and challenges of using Artificial Intelligence (AI) and Machine Learning (ML) in volcanology. It starts by introducing the basic concepts of AI and ML. Then, it discusses the current and potential applications of AI and ML in volcanology, including recent advances in petrology, geophysics, remote sensing, and ground monitoring. We highlight that AI and ML [...]
Glacially enhanced silicate weathering revealed by Holocene lake records
Published: 2025-02-08
Subjects: Biogeochemistry, Earth Sciences, Geochemistry, Physical Sciences and Mathematics
How glaciation affects CO2 drawdown by chemical weathering sets the strength of the weathering-climate feedback, which controls the exogenic carbon cycle and planetary habitability (Kump et al., 2000). However, the exact role of glaciers remains elusive as glaciation alters multiple factors controlling weathering, the net effect of which is ambiguous even in directionality. While illustrative, [...]
From Magma Chambers to Magma Oceans: A Unified Model for the Thermo-chemical-mechanical Evolution of Magma Bodies
Published: 2025-02-07
Subjects: Applied Mathematics, Computer Sciences, Earth Sciences, Physical Sciences and Mathematics, Planetary Sciences
Magma bodies play a critical role in Earth's geological evolution, influencing volcanic activity, crustal differentiation, and planetary-scale processes. Understanding their thermo-chemical and mechanical evolution requires models that integrate fluid dynamics, phase changes, and chemical transport. This study presents a new numerical model that couples these processes using a multi-phase, [...]
Natural Hydrogen Play-Type Models from a Development Perspective
Published: 2025-02-01
Subjects: Earth Sciences
This paper proposes a broad classification of natural hydrogen occurrences from a viewpoint of not only exploration geology but also development-potential and ability to meet industrial needs. Conceptually, working subsurface “hydrogen systems” comprise the same key elements as their “petroleum system” counterparts namely: Source, Reservoir, Trap and Seal. Considering success or failure on these [...]
On the Chronology and Development of Europe's Highest Aeolian Landform: The Sarykum Dune Complex in the North Caspian Region
Published: 2025-01-25
Subjects: Earth Sciences
The highest aeolian landform in Europe, the Sarykum dune complex, is located in the southwestern Caspian Depression near the Caucasus Mountains. Despite its prominence and accessibility, its morphology and evolution have been previously poorly understood. In this study we investigate the dune complex through a synthesis of geomorphological, geological, and geochronological methods. Our findings [...]
Widely variable granite production from a restitic metasedimentary terrane by volatile redistribution
Published: 2025-01-24
Subjects: Earth Sciences, Geochemistry, Geology, Other Earth Sciences
The amount of melt extracted from a metasedimentary source is a major parameter in quantitative models of crustal processes; however, quantification of melt volume is thwarted by the heterogeneity of the crust and a lack of estimates concerning the amount of fluid present. We observe that highly systematic trends in metasedimentary rocks allow treatment of protoliths as two component mixtures, [...]
Planform geometric classification of fluvial and tidal channels via machine learning
Published: 2025-01-24
Subjects: Earth Sciences, Geomorphology
Despite forming under different flow conditions, the geometries of tidal and fluvial channel planforms and planform transformations display significant overlap, hindering efforts to differentiate them geometrically. Although studies have demonstrated that gobally, tidal and fluvial planforms are statistically distinct based on meander metrics, there are currently no machine-learning methodologies [...]
Rift-Induced Repositioning of Mantle Plumes Beneath the Indian Lithosphere: Implications for Deccan Volcanism
Published: 2025-01-24
Subjects: Earth Sciences
Indian craton comprises a number of old rifts, e.g., the Narmada, the Mahanadi and the Godavari rifts, which reactivated in multiple stages during the supercontinent breakup events. The latest reactivation of the Indian rift system occurred at the Cretaceous-Tertiary boundary when the Réunion plume interacted with the Indian plate, leading to the massive Deccan volcanism at 66 Ma. Although the [...]
DeepGEM-EGF: A Bayesian strategy for joint estimates of source-time functions and empirical Green’s functions
Published: 2025-01-24
Subjects: Earth Sciences
An earthquake record is the convolution of source radiation, path propagation and site effects, and instrument response. Isolating the source component requires solving an ill-posed inverse problem. Whether the instability of inferred source parameters arises from varying properties of the source, or from approximations we introduce in solving the problem, remains an open question. Such [...]
Basin-scale development of giant collapse structures induced by gypsum diagenesis
Published: 2025-01-23
Subjects: Earth Sciences, Physical Sciences and Mathematics
Across buried sedimentary basins, the dissolution-prone nature of evaporite sequences drives the formation of collapse structures (e.g., sinkholes), fundamentally transforming landscapes at large scales. Understanding where, why, and how such structures form is crucial, given they pose geological hazards that may threaten human safety and infrastructure stability, or may affect subsurface [...]
Model weighting for ISMIP6-Greenland based on observations and similarity among models
Published: 2025-01-23
Subjects: Earth Sciences, Geology, Glaciology
The Ice Sheet Model Intercomparison Project for CMIP6 (ISMIP6) resulted in a large number of ice sheet simulations from multiple ice sheet models. To-date, there are no model weighting studies that analyze or quantify the model performance and possible duplication of the ISMIP6 ice sheet models and the resulting effect on projections of mass loss. In this study, we adopt a model weighting scheme [...]
Simulating Seasonal Evolution of Subglacial Hydrology at a Surging Glacier in the Karakoram
Published: 2025-01-22
Subjects: Earth Sciences, Glaciology
Glacier motion, retreat, and glacier hazards such as surges and glacial lake outburst floods (GLOFs) are likely underpinned by subglacial hydrology. Recent advances in subglacial hydrological modeling allow us to shed light on subglacial processes that lead to changes in ice mass balance and GLOFs in High Mountain Asia (HMA). We present the first application of the SHAKTI subglacial hydrology [...]
Fingerprinting subduction margins using PCA profiles: A data science approach to assessing earthquake hazard
Published: 2025-01-21
Subjects: Earth Sciences, Statistical Methodology, Statistical Models, Tectonics and Structure
Giant earthquakes (MW ≥ 8.5) along subduction margins pose great hazards to coastal societies. While it is generally accepted that geological margin properties play a role, the controls on giant earthquake occurrence remain undetermined. Their long intermittence times and the comparatively short earthquake record obscure any correlations between margin properties and seismicity. This work [...]
Algal lipid distributions and hydrogen isotope ratios reflect phytoplankton community dynamics
Published: 2025-01-21
Subjects: Earth Sciences, Geochemistry, Paleobiology, Physical Sciences and Mathematics, Sedimentology
Reconstructions of past changes in algal community composition provide important context for future alterations in biogeochemical cycling. However, many existing phytoplankton proxies are indicative of individual algal groups and are not fully representative of the whole community. Here, we evaluated hydrogen isotope ratios of algal lipids (δ2HLipid) as a potential proxy for phytoplankton [...]