Preprints
There are 7999 Preprints listed.
Joint optimization of AI large and small models for surface temperature and emissivity retrieval using knowledge distillation
Published: 2025-02-25
Subjects: Earth Sciences
The rapid advancement of artificial intelligence in domains such as natural language processing has catalyzed AI research across various fields. This study introduces a novel strategy, the AutoKeras-Knowledge Distillation (AK-KD), which integrates knowledge distillation technology for joint optimization of large and small models in the retrieval of surface temperature and emissivity using thermal [...]
Bayesian network modelling of phosphorus pollution in agricultural catchments with high-resolution data
Published: 2024-01-11
Subjects: Agriculture, Biochemistry, Environmental Monitoring, Statistical Models
A Bayesian Belief Network was developed to simulate phosphorus (P) loss in an Irish agricultural catchment. Septic tanks and farmyards were included to represent all P sources and assess their effect on model performance. Bayesian priors were defined using daily discharge and turbidity, high-resolution soil P data, expert opinion, and literature. Calibration was done against seven years of daily [...]
Middle Jurassic to Early Cretaceous orogenesis in the Klamath Mountains Province (northern California-southern Oregon) occurred by tectonic switching: Insights from Detrital zircon U-Pb geochronology of the Condrey Mountain schist
Published: 2024-01-11
Subjects: Earth Sciences, Geology, Physical Sciences and Mathematics, Tectonics and Structure
The Klamath Mountains province (KMP) of northern California and southern Oregon consists of generally east-dipping terranes assembled via Paleozoic to Mesozoic subduction along the western margin of North America. The KMP more than doubled in mass from Middle Jurassic to Early Cretaceous time, due to alternating episodes of extension (e.g, rifting and formation of the Josephine ophiolite) and [...]
Reactive halogens drive rapid mercury oxidation in hot volcanic emission-plumes
Published: 2026-09-09
Subjects: Physical Sciences and Mathematics
Volcanoes release mercury (Hg) alongside gases and particles through continuous passive degassing and by explosive and effusive eruptions. The global dispersion and environmental impact depend on volcanic Hg oxidation state, which remains poorly constrained: thermochemical calculations of magmatic gas composition and crater-rim sampling indicate Hg to be predominantly in the reduced Hg0 form that [...]
Metrological approach for permafrost temperature measurements
Published: 2024-01-12
Subjects: Climate, Environmental Monitoring, Glaciology
Permafrost degradation is a growing direct impact of climate change. Detecting permafrost reductions, in terms of its extension, deepening of the active layer and rise of the base is fundamental to capture the magnitude of trends and address actions and warnings. Temperature profiles in permafrost allow direct understanding of the status of the frozen ground layer and its evolution in time. The [...]
Capturing geological uncertainty in salt cavern developments for hydrogen storage: Case study from Southern North Sea
Published: 2024-01-12
Subjects: Earth Sciences, Geology, Physical Sciences and Mathematics
Future energy systems with greater contributions from renewable energy will require long-duration energy storage to optimise integration of renewable sources, hydrogen is an energy vector that could be utilised for this. Grid-scale underground natural gas storage is already in operation in solution-mined salt caverns, where individual cavern capacities are ~25 - 275 GWh. While traditionally salt [...]
Along-strike seismotectonic segmentation reflecting megathrust seismogenic behavior
Published: 2024-01-12
Subjects: Earth Sciences
Understanding the along-strike seismogenic behavior of the megathrusts is crucial to anticipate seismic hazards in the subduction zones. However, if and how the spatiotemporal frictional heterogeneity (high and low kinematic coupling) at depth feeds back into the upper-plate deformation pattern and how the upper-plate elastic signals and permanent records may correlate has yet to be fully [...]
Polar feedbacks in clearsky radiative-advective equilibrium from an air-mass transformation perspective
Published: 2024-01-12
Subjects: Physical Sciences and Mathematics
We develop a novel single-column model of clear-sky radiative-advective equilibrium where advective heating is internally determined by relaxing the column temperature and humidity toward fixed midlatitude profiles, consistent with an air-mass transformation perspective. The model reproduces observed polar temperature and advective heating rate profiles, and also captures many of the [...]
The Stability of Frictional Sliding on Dip-Slip and Finite-Length Faults
Published: 2024-01-12
Subjects: Earth Sciences, Geophysics and Seismology, Physical Sciences and Mathematics
The Response of Surface Temperature Persistence to Arctic Sea-Ice Loss
Published: 2024-01-12
Subjects: Oceanography and Atmospheric Sciences and Meteorology, Physical Sciences and Mathematics
We investigate the response of surface temperature persistence, quantified using a lagged autocorrelation, to imposed Arctic sea-ice loss in coupled model experiments. Sea-ice loss causes increases in persistence over ocean in midlatitudes and the low-Arctic, which are of a similar magnitude to the total response to climate change in these regions. Using an idealised model, we show that sea-ice [...]
Wealth over Woe: global biases in hydro-hazard research
Published: 2024-01-12
Subjects: Computer Sciences, Hydrology, Nature and Society Relations, Sustainability
Floods, droughts, and rainfall-induced landslides are hydro-hazards that affect millions of people every year. Anticipation, mitigation, and adaptation to these hazards is increasingly outpaced by their changing magnitude and frequency due to climate change. A key question for society is whether the research we pursue has the potential to address knowledge gaps and to reduce potential future [...]
The Northern Chile forearc constrained by 15 years of permanent seismic monitoring
Published: 2024-01-12
Subjects: Physical Sciences and Mathematics
In this review article, we compile seismological observations from the different constituent parts of the Northern Chile forearc: the downgoing Nazca Plate, the plate interface, the upper South American Plate as well as the mantle wedge beneath it. As Northern Chile has been monitored by a network of permanent seismic stations since late 2006, there is a wealth of observations that enables us to [...]
Subtemperate regelation exhibits power-law premelting
Published: 2024-01-13
Subjects: Fluid Dynamics, Glaciology, Other Physics
Wire regelation is a common tabletop demonstration of the pressure-dependence of the ice melting temperature where loaded wires move from top to bottom through a block of ice, yet leaves the block intact. With the background temperature fixed at the bulk melting point $\sim0\,^{\circ}$C, the elevated ice and liquid pressures beneath the wire cause melting because of the negative Clapeyron slope, [...]
A new structure determination of the magnesium phosphate mineral struvite (MgNH4PO4· 6H2O) at 100 K
Published: 2024-01-17
Subjects: Other Earth Sciences, Physical Sciences and Mathematics
The magnesium phosphate mineral struvite (MgNH4PO4·6H2O) is of interest for the recovery of phosphorus from wastewaters and for use as a fertilizer in agriculture, yet its structure is still debated. The structure of synthetic single crystals of struvite was characterized through refinement of a single-crystal X-ray diffraction pattern acquired at 100 K with the positions of all hydrogen atoms [...]
Tectonostratigraphy of the Late Neoproterozoic in the Eastern Arabian Plate – a revision of the Ediacaran geological evolution in the Central Oman Mountains (Jabal Al Akhdar, Sultanate of Oman)
Published: 2024-01-16
Subjects: Geology
In northeastern Oman, within the Neoproterozoic Huqf Supergroup, well-exposed sedimentary formations spanning the Cryogenian to Ediacaran periods, lie beneath the late Palaeozoic "Hercynian Unconformity". These rocks bear the marks of the distant Cadomian Orogeny. Among these, the youngest correspond to the diverse Ediacaran Fara Formation, a member of the Ara Group. Our study extensively [...]