Preprints
There are 5068 Preprints listed.
Evaluation and Planning Application of Oasis Habitat Stability in Arid Regions Based on the PPSD Model: A Case Study of Wensu County, Xinjiang.
Published: 2024-11-05
Subjects: Engineering
Oasis regions, with high population and wealth density, are vital for human habitation and ecological balance in arid areas, where their stability and sustainability are crucial for human habitation and ecological balance. Current research on oasis stability often focuses on the impact of natural and human factors on oasis systems, overlooking the interactive and dynamic role of human and natural [...]
Tree level change detection over Ahmedabad city using very high resolution satellite images and Deep Learning
Published: 2024-11-03
Subjects: Computer Engineering
In this study, 0.5m high resolution satellite datasets over Indian urban region was used to demonstrate the applicability of deep learning models over Ahmedabad, India. Here, YOLOv7 instance segmentation model was trained on well curated trees canopy dataset (6500 images) in order to carry out the change detection. During training, evaluation metrics such as bounding box regression and mask [...]
Cyclone Evacuation Route Identification Using ArcGIS, and recommended new cyclone shelter in Koyra Upazila, Khulna, Bangladesh.
Published: 2024-11-03
Subjects: Civil and Environmental Engineering, Engineering, Other Civil and Environmental Engineering
Evacuation is a critical preparedness measure to safeguard people from the severe impacts of cyclones. Selecting the right evacuation route is vital for an effective evacuation during cyclones. In our study, we utilized Geographic Information System to plan evacuation routes for Koyra upazila in Khulna, Bangladesh, and to establish an evacuation route using shortest distance analysis. The aim is [...]
The ‘trench pull’ force: constraints from elasto-plastic bending models
Published: 2024-11-01
Subjects: Physical Sciences and Mathematics
Stresses transmitted through slabs are thought to provide an important component of the driving force on the trailing plates. This “net slab pull” is usually conceptualized in terms of in-plane differential stress, acting in the sense of deviatoric tension. However, an additional component of the net slab pull arises due to the pressure deficit created by plate downbending. The purpose of this [...]
Global database of hot sedimentary aquifer geothermal projects: De-risking future projects by determining key success and failure criteria in the development of a valuable low-carbon energy resource
Published: 2024-11-01
Subjects: Engineering
Hot sedimentary aquifers (HSAs) have huge potential for low-carbon energy supply but remain a relatively untapped resource. For example, HSAs could meet 100 years of UK national heat demand. The main technical barriers to HSA deployment are subsurface risks and associated well completion requirement. Numerous studies and policies have attempted to tackle these hurdles, but the sluggish [...]
Predicting Harmful Algal Blooms Using Ensemble Machine Learning Models and Explainable AI Technique: A Comparative Study
Published: 2024-10-31
Subjects: Engineering, Environmental Engineering
Harmful Algal Blooms (HABs), driven by environmental pollution, pose significant threats to water quality, public health, and aquatic ecosystems. This study aims to enhance the prediction of HABs in Lake Erie, part of the Great Lakes system, by utilizing ensemble machine learning (ML) models coupled with explainable artificial intelligence (XAI) for interpretability. Using water quality data from [...]
Global identification of solid waste methane super emitters using hyperspectral satellites
Published: 2024-10-31
Subjects: Atmospheric Sciences, Environmental Sciences
Solid waste disposal facilities are the third largest anthropogenic source of methane, and mitigating their emissions is crucial for addressing global climate change. We combine three high-resolution (30–60 m) hyperspectral satellite imagers (EMIT, EnMAP, and PRISMA) to quantify and monitor emissions from 38 disposal sites. These facilities are selected based on urban methane hot spots identified [...]
Fault Representation in Structural Modelling with Implicit Neural Representations
Published: 2024-10-31
Subjects: Earth Sciences
Implicit neural representations have been demonstrated to provide a flexible and scalable framework for computer graphics and three-dimensional modelling and, consequently, have found their way also into geological modelling. These networks are feature-based and resolution-independent, making them effective for modelling geological structures from scattered interface points, units, and structural [...]
Numerical modelling of lithosphere-asthenosphere interaction and intraplate deformation in the Gulf of Guinea
Published: 2024-10-31
Subjects: Geology, Geophysics and Seismology, Tectonics and Structure
To present day, the phenomenon of intraplate deformation and its associated earthquakes remain elusive. In this work, we argue that intraplate deformation may result from the interaction between lithospheric and upper mantle dynamic processes. To this extent, we targeted the Gulf of Guinea and adjacent Western Africa, a region with both low plate velocities and clear asthenosphere dynamics, [...]
Geological and Environmental Implications of Enhanced Oil Recovery Techniques: Balancing Efficiency with Sustainability
Published: 2024-10-31
Subjects: Earth Sciences, Environmental Sciences, Geology, Oil, Gas, and Energy, Physical Sciences and Mathematics
This research paper explores the geological and environmental impacts of enhanced oil recovery (EOR) technology, focusing on the balance between efficiency and sustainability in fossil fuel extraction. EOR methods, including thermal recovery, gas injection, and chemical flooding, are critical to maximizing reservoir recovery, especially as global energy demand increases and conventional reserves [...]
Comprehensive Assessment of Flood Impact, Zonal Statistics, and Site Suitability for Wind Turbines in Iowa
Published: 2024-10-30
Subjects: Civil and Environmental Engineering
Floods, exacerbated by climate change and urban development, pose significant global risks, particularly impacting the wind energy sector in Iowa due to its reliance on wind power. Despite this, current research often overlooks the comprehensive effects of environmental factors on wind turbine vulnerability. This study investigates how elevation and flood risk influence the susceptibility of wind [...]
Benchmarking Greenhouse Gas Emissions from U.S. Wastewater Treatment for Targeted Reduction
Published: 2024-10-30
Subjects: Civil and Environmental Engineering, Engineering, Environmental Engineering
To assess the national climate impact of wastewater treatment and inform decarbonization, we assembled a comprehensive greenhouse gas inventory of 15,867 facilities in the contiguous United States. Considering facility location and treatment configurations, we model on-site CH4, N2O, and CO2 production, and emissions associated with energy, chemical inputs, and solids disposal. Our estimate of 42 [...]
Livelihood Asset versus Capabilities: Pillars for Sustainable Development in Rural Households of East Wallaga zone, Southwest Ethiopia
Published: 2024-10-30
Subjects: Environmental Studies
This study investigated the relationship between livelihood assets and capabilities in rural households of East Wallaga Zone, Southwest Ethiopia, to understand how they contribute to sustainable development. The analysis, using Structural Equation Modelling (SEM), examined factors such as social engagement, land size, education, animal ownership, irrigation, and household size as indicators of [...]
Geospatial Analysis of Landslide Susceptibility Through Machine Learning In Relation to Environmental Indicators Across Global Regions
Published: 2024-10-30
Subjects: Physical Sciences and Mathematics
Landslides cause over a billion dollars per year in damages and the situation is only exacerbated by climate change. Landslide forecasting, as a result, is key for detecting these disasters. Traditional landslide prediction models often rely on localized data and extensive computational resources, limiting their applicability on a global scale and therefore have an accuracy rate of around 30%. [...]
Carbonated Mantle Lithosphere from the Western Canadian Cordillera
Published: 2024-10-29
Subjects: Physical Sciences and Mathematics
Carbonated mantle is widely considered a significant source for many alkaline magmas, yet carbonate minerals are rarely preserved in mantle samples due to their tendency to volatilize under typical magmatic and surface conditions. Here, we report the first occurrence of mantle-equilibrated (“primary”) carbonate within spinel peridotite xenoliths from the Pacific Coast Ranges in North America. The [...]