Preprints
Filtering by Subject: Physical Sciences and Mathematics
GeoAI and the Future of Spatial Analytics
Published: 2024-05-01
Subjects: Computer Sciences, Earth Sciences, Environmental Sciences, Environmental Studies, Geography, Library and Information Science, Physical Sciences and Mathematics, Social and Behavioral Sciences
This chapter discusses the challenges of traditional spatial analytical methods in their limited capacity to handle big and messy data, as well as mining unknown or latent patterns. It then introduces a new form of spatial analytics – geospatial artificial intelligence (GeoAI) - and describes the advantages of this new strategy in big data analytics and data-driven discovery. Finally, a [...]
Is Net Zero Necessary? Meeting the Paris Agreement Temperature Target with 39% Global Emissions Reductions by the 2070s
Published: 2024-04-30
Subjects: Physical Sciences and Mathematics
Global Carbon Project (GCP) data shows that natural processes have been sequestering atmospheric CO2 on a yearly basis in proportion to how much the atmospheric CO2 concentration has risen above pre-Industrial levels, the so-called CO2 “sink rate”. Here it is argued that the future trajectory of the sink rate has not been adequately addressed, which has led to overestimation of future atmospheric [...]
The linked complexity of coseismic and postseismic faulting revealed by seismo-geodetic dynamic inversion of the 2004 Parkfield earthquake
Published: 2024-04-26
Subjects: Physical Sciences and Mathematics
Several regularly recurring moderate-size earthquakes motivated dense instrumentation of the Parkfield section of the San Andreas fault, providing an invaluable near-fault observatory. We present a seismo-geodetic dynamic inversion of the 2004 Parkfield earthquake, which illuminates the interlinked complexity of faulting across time scales. Using fast-velocity-weakening rate-and-state friction, [...]
A Review of the Migration of Hydrogen from the Planetary to Basin Scale
Published: 2024-04-24
Subjects: Physical Sciences and Mathematics
The occurrence of natural hydrogen and its sources have been reviewed extensively in the literature over the last few years, with current research across both academia and industry focused on assessing the feasibility of utilising natural hydrogen as an energy resource. However, gaps remain in our understanding of the mechanisms responsible for the large-scale transport of hydrogen and migration [...]
Quantifying water availability in basins holding the majority of global lithium resources
Published: 2024-04-24
Subjects: Earth Sciences, Hydrology, Physical Sciences and Mathematics
More than half the world’s lithium resources are found in brine aquifers in Chile, Argentina, and Bolivia. Lithium brine processing requires freshwater, so as lithium exploration increases, accurate estimates of freshwater availability are critical for water management decisions in this region with limited water resources. Here we calculate modern freshwater inflows, such as groundwater recharge [...]
The application of MEMS seismometers to regional-scale passive seismology: a case study of the Sercel WiNG nodes.
Published: 2024-04-24
Subjects: Physical Sciences and Mathematics
Micro ElectroMechanical Systems (MEMS) accelerometers have become increasingly common in geophysical studies. Despite this, no work has been done to assess the suitability of an array of MEMS sensors to low-frequency, regional-scale passive seismic studies. Consequently, a month’s-long deployment of twenty MEMS-based Sercel WING nodes, two Güralp CMG-ESPCDS and one 4.5 Hz geophone-Reftek system [...]
Assessing Marine Snow Dynamics During the Demise of the North Atlantic Spring Bloom Using In Situ Particle Imagery
Published: 2024-04-23
Subjects: Oceanography, Oceanography and Atmospheric Sciences and Meteorology, Physical Sciences and Mathematics
The ocean's biological pump, a critical component of the Earth's carbon cycle, transports organic matter from the surface ocean to depth and is dominated by sinking particles, often in the form of marine snow-sized (diameter ≥ 0.5 mm) aggregates. Controls on sinking particle carbon export are thought to be driven largely by ecological processes that create and transform sinking particles. We [...]
Simulated sea surface temperatures around New Zealand from 1982-2015 compared to three ground truth datasets
Published: 2024-04-23
Subjects: Earth Sciences, Physical Sciences and Mathematics
In this brief note, I show the extent of global warming, as exemplified by sea surface temperature - SST - around New Zealand from 1982-2015. We use 16 members of the UKESM historical simulations from the sixth Assessment Report of the Intergovernmental Panel On Climate Change. These model data are compared to ground truth data from three observational datasets. All data is plotted with respect [...]
Sill propagation and climbing in layered crystalline host-rocks: Examples from saucer-shaped sills of the Faroe Islands
Published: 2024-04-20
Subjects: Physical Sciences and Mathematics
Mafic sills/dolerites, commonly occurring in layered sedimentary and crystalline settings worldwide, may occur as sub-lateral sheets or as saucer-shaped bodies. Values and distributions of Young’s Modulus within their ambient host-rocks determine their mode of emplacement. Current models on development of saucer-shaped sills depict either melt propagation from single sources along [...]
Degree of sector zoning in clinopyroxene records dynamic magma recharge and ascent
Published: 2024-04-19
Subjects: Physical Sciences and Mathematics
A model of elastic softening and second order phase transitions in anisotropic phases, with application to stishovite and post-stishovite
Published: 2024-04-18
Subjects: Physical Sciences and Mathematics
This paper presents a Landau framework for describing instantaneous and time-dependent elastic softening in anisotropic solid solutions. As with previous Landau models, the framework minimizes a thermodynamic potential by varying isochemical parameters (q) that describe changes in structural, ordering or electronic spin state. Unlike previous models, no coupling terms are used; strain is not a [...]
Chemical potentials in non-hydrostatically stressed anisotropic phases
Published: 2024-04-18
Subjects: Physical Sciences and Mathematics
Chemical potentials are defined as the partial derivatives of the Helmholtz energy withrespect to moles of chemical components under conditions of zero domain strain andfixed temperature. Under hydrostatic conditions, chemical potentials are dependent onlyon state properties. Under nonhydrostatic conditions, they also depend on a “chemical ex-pansivity tensor” - a second-order tensor with unit [...]
An anisotropic equation of state for solid solutions, with application to plagioclase
Published: 2024-04-18
Subjects: Physical Sciences and Mathematics
This paper presents a framework for building anisotropic equations of state for solid solutions. The framework satisfies the connections between elastic and thermodynamic properties required by Maxwell’s reciprocal relations. It builds on a recent anisotropic equation of state for pure phases under small deviatoric stresses, adding a dependence on a vector n, whose components ni contain the [...]
Narrow, fast, and "cool" mantle plumes caused by strain-weakening rheology in Earth's lower mantle
Published: 2024-04-18
Subjects: Physical Sciences and Mathematics
The rheological properties of Earth's lower mantle are key for mantle dynamics and planetary evolution. The main rock-forming minerals in the lower mantle are bridgmanite (Br) and smaller amounts of ferropericlase (Fp). Previous work has suggested that the large differences in viscosity between these minerals greatly affect the bulk rock rheology. The resulting effective rheology becomes highly [...]
GEOTHERMAL ENERGY IN COLOMBIA: GEOLOGICAL FRAMEWORK, EXPLORATION ADVANCES, AND PROSPECTS FOR DEVELOPMENT
Published: 2024-04-16
Subjects: Earth Sciences, Geochemistry, Geology, Geophysics and Seismology, Physical Sciences and Mathematics
This work systematically reviews studies and technical reports on the current state of geothermal energy in Colombia, including its limitations, environmental implications, regulatory progress, and development prospects. Exploration has focused on high-enthalpy volcanic systems (Nevado del Ruiz, Azufral, Paipa, and Tufiño–Chiles–Cerro Negro), where reservoir temperatures exceed 200 °C and [...]