Preprints
There are 5638 Preprints listed.
Using computer vision to detect and segment fire behavior classifications in UAS-captured images
Published: 2024-02-21
Subjects: Artificial Intelligence and Robotics, Forest Management, Natural Resources and Conservation
The widely adaptable capabilities of artificial intelligence, in particular deep learning and computer vision has led to significant research output regarding fire and smoke detection. Previous studies often focus on themes like early fire detection, increased operational awareness, and post-fire assessment. To further test the capabilities of deep learning detection in these scenarios, we [...]
The Potential for Fuel Reduction to Offset Climate Warming Impacts on Wildfire Intensity in California
Published: 2024-02-21
Subjects: Climate, Earth Sciences, Environmental Sciences, Forest Management, Forest Sciences, Meteorology, Oceanography and Atmospheric Sciences and Meteorology, Other Statistics and Probability, Physical Sciences and Mathematics, Probability, Statistical Methodology, Statistical Models, Statistics and Probability
Increasing fuel aridity due to climate warming has and will continue to increase wildfire danger in California. In addition to reducing global greenhouse gas emissions, one of the primary proposals for counteracting this increase in wildfire danger is a widespread expansion of hazardous fuel reductions. Here, we quantify the potential for fuel reduction to reduce wildfire intensity using [...]
Chemical interdiffusion between Na-tephritic and phonolitic melts at different T, H2O and fO2
Published: 2024-02-21
Subjects: Geochemistry, Volcanology
The diffusive exchange of major elements in Na-series tephrite-phonolite diffusion couples with compositions relevant to Canary Islands magmatism were determined at 300 MPa and variable H2O concentrations (0.3 to 3.3 wt.%), temperature (1150 to 1300°C) and fO2 (NNO-1.5 to NNO+1.7). Composition-dependent effective binary diffusion coefficients (D) were determined from concentration-distance [...]
Abundance and type of microplastics along an urban density gradient in the Allander Water and River Kelvin, Greater Glasgow, Scotland
Published: 2024-02-20
Subjects: Physical Sciences and Mathematics
Microplastics have now been found in air, water, and soil, polluting a wide range of environments globally and presenting potential health threats to humans and other organisms. This study aimed to investigate the type and abundance of microplastics in two urban rivers in Glasgow, Scotland. Here we sampled sediments from the more suburban Allander Water and an urban reach of the River Kelvin, [...]
Early extensional salt tectonics controls deep-water sediment dispersal
Published: 2024-02-20
Subjects: Earth Sciences, Geology, Sedimentology
Predicting the distribution of sedimentary facies during the early stages of deformation of salt-detached continental margins is key to constraining the location and stratigraphic architecture of hydrocarbon and CO2 reservoirs, as well as understanding the oceanic carbon cycle. Despite its importance, we still have a relatively poor understanding of salt-sediment interactions during the early [...]
Landslide Regime Shift Detector (LRSD) for Landslide Early Warning Systems
Published: 2024-02-18
Subjects: Engineering
This research presents the development of a Landslide Regime Shift Detector (LRSD) which integrates advanced prediction models to provide insights into regime shifts within substantial landslide bodies. Our primary focus lies in the identification of these shifts, emphasizing that LRSD does not merely detect accelerations but discerns exceptional accelerations, defined in our context as [...]
Decoding the Dialogue Between Clouds and Land
Published: 2024-02-18
Subjects: Education, Physical Sciences and Mathematics
New research is challenging established assumptions about how clouds form and interact with Earth’s surface. One result may be better weather forecasts.
A hydromechanical EFG-based Model for Numerical Simulation of Land Subsidence Induced by Groundwater Extraction in Anisotropic Aquifers
Published: 2024-02-17
Subjects: Engineering
This study presents a coupled hydromechanical element-free Galerkin (EFG) model to simulate land subsidence induced by groundwater withdrawal. The EFG algorithm was validated with unsaturated hydraulic and hydromechanical benchmark problems, showing satisfactory alignment with finite element method (FEM) and theoretical results. We inves-tigated the effects of groundwater pumping on land [...]
Spatiotemporal Shift and Heterogeneity of Rain-on-Snow Events
Published: 2024-02-17
Subjects: Environmental Studies
The rapid snowmelt that typically occurs after snow accumulates at low temperatures and precipitation develops at higher temperatures is a defining characteristic of rain-on-snow (ROS). In ROS events, the significance lies not only in the spatial variability of snow coverage but also in factors like snow depth, variations in rainfall over time and space, rates of snowmelt, topographic conditions, [...]
Bad science and good intentions prevent effective climate action
Published: 2024-02-17
Subjects: Climate, Oceanography and Atmospheric Sciences and Meteorology, Other Oceanography and Atmospheric Sciences and Meteorology, Terrestrial and Aquatic Ecology
Although the 2015 Paris Agreement climate targets seem certain to be missed, only a few experts are questioning the adequacy of the current approach to limiting climate change and suggesting that additional approaches are needed to avoid unacceptable catastrophes. This article posits that selective science communication and unrealistically optimistic assumptions are obscuring the reality that [...]
A numerical investigation on the suspended sediment dynamics and sediment budget in the Mekong Delta
Published: 2024-02-17
Subjects: Engineering
Fluvial sediment supply towards the coast has been the subject of extensive research. Important aspects relate to the impact of sediment retaining hydropower dams, potential delta progradation, coastal sediment supply and delta vulnerability to sea level rise. Once validated, process-based models provide a valuable tool to address these aspects and offer detailed information on sediment pathways, [...]
The role of crustal anatexis in porphyry copper ore formation during flat-slab subduction: Insights from the Laramide Belt, SW USA
Published: 2024-02-16
Subjects: Physical Sciences and Mathematics
The prevailing paradigm for the formation of porphyry copper deposits along convergent plate boundaries involves deep-crustal differentiation of metal-bearing juvenile magmas derived from the mantle-wedge above a subduction zone. However, many major porphyry districts formed during periods of flat-slab subduction when the mantle-wedge would have been reduced or absent, leaving unclear the source [...]
Towards an Open and Integrated Cyberinfrastructure for River Morphology Research in the Big Data Era
Published: 2024-02-16
Subjects: Computer and Systems Architecture, Computer Engineering, Computer Sciences, Databases and Information Systems, Engineering, Environmental Education, Environmental Engineering, Geomorphology, Hydrology, Systems and Communications, Water Resource Management
The objective of this paper is to present the initial illustration of a cyberinfrastructure named the River MORPhology Information System (RIMORPHIS) that addresses the current limitations related to river morphology data and tools. A new specification for data and semantics on river morphology datasets has been developed to support the web-based platform for discovering and visualization of [...]
Seasonality of spectral radiative fluxes and optical properties of Arctic sea ice during the spring-summer transition
Published: 2024-02-16
Subjects: Oceanography, Oceanography and Atmospheric Sciences and Meteorology
The reflection, absorption, and transmittance of solar (shortwave) radiation by sea ice play a crucial role in physical and biological processes in the ice-covered Arctic Ocean and atmosphere. These sea ice optical properties are of great importance, in particular during the melt season, as they significantly impact energy fluxes within and the total energy budget of the coupled [...]
The Challenges of Line Buffers: Issues and Methods
Published: 2024-02-15
Subjects: Geographic Information Sciences
This paper discusses the challenges of flat-cap and other linestring buffers, emphasizing automated applications. The pitfalls of existing implementations are introduced, stemming from the lack of a satisfactory flat-cap buffer definition. The buffers’ roots in computational geometry are explored. Several candidate methods for robust buffer construction are described, and a novel method is [...]