Preprints
Filtering by Subject: Civil and Environmental Engineering
EfficientRainNet: Smaller Neural Networks Based on EfficientNetV2 for Rainfall Nowcasting
Published: 2023-04-06
Subjects: Civil and Environmental Engineering, Electrical and Computer Engineering, Engineering
Rainfall nowcasting provides short-term, high-resolution information on the location, intensity, and timing of rainfall, which is crucial for weather forecasting, flood warning, and emergency response. This can help people and organizations make informed decisions to mitigate the impact of severe weather events and reduce the risk of damage and loss of life. There are many attempts at tackling [...]
The Spectrum of Fault Slip in Elastoplastic Fault Zones
Published: 2023-03-31
Subjects: Civil and Environmental Engineering, Geophysics and Seismology, Mechanical Engineering
Natural faults are typically surrounded by damage zones that exhibit inelastic material response. This study investigates the role of fault zone strength in modulating the spectrum of fault slip across different spatio-temporal scales. We carry out long-term simulations of seismic and aseismic slip for an elastoplastic spring slider model with rate-and-state friction as well as a continuum model [...]
Spatial Downscaling of Streamflow Data with Attention Based Spatio-Temporal Graph Convolutional Networks
Published: 2023-03-31
Subjects: Civil and Environmental Engineering, Computer Engineering, Engineering
Accurate streamflow data is vital for various climate modeling applications, including flood forecasting. However, many streams lack sufficient monitoring due to the high operational costs involved. To address this issue and promote enhanced disaster preparedness, management, and response, our study introduces a neural network-based method for estimating historical hourly streamflow in two [...]
The Application of CNN-Based Image Segmentation for Tracking Coastal Erosion and Post-Storm Recovery
Published: 2023-03-31
Subjects: Civil and Environmental Engineering, Earth Sciences, Engineering, Geomorphology
Coastal erosion due to extreme events can cause significant damage to coastal communities and deplete beaches. Post-storm beach recovery is a crucial natural process that rebuilds coastal morphology and reintroduces eroded sediment to the subaerial beach. However, monitoring the beach recovery, which occurs at various spatiotemporal scales, presents a significant challenge. This is due to, [...]
Environmental monitoring of antimicrobial resistant bacteria in North Carolina water and wastewater using the WHO Tricycle protocol in combination with membrane filtration and compartment bag test methods for detecting and quantifying ESBL E. coli
Published: 2023-03-31
Subjects: Civil and Environmental Engineering
Antimicrobial resistance (AMR) is a growing threat to human and animal health, and efforts to combat it require widespread, robust and practical monitoring of AMR presence in humans, animals, and the environment. Because early AMR monitoring efforts were cumbersome, costly, and lacked standardization, the WHO Tricycle Protocol (WHO TP) was developed and released in 2021 to standardize and [...]
Crop Yield Prediction based on Reanalysis and Crop Phenology Data in the Agroclimatic Zones
Published: 2023-03-25
Subjects: Agriculture, Civil and Environmental Engineering, Environmental Engineering
Crop yield and phenological stages are remarkably sensitive to not only environmental factors like atmospheric conditions and physical properties of soils but also agricultural activities. Accurate crop yield prediction plays a crucial role in food security and agricultural sustainability. There are several approaches that a wide range of researchers have tried to predict crop yield at different [...]
Stochastic properties of coastal flooding events -- Part 2: Probabilistic analysis
Published: 2023-03-23
Subjects: Civil and Environmental Engineering, Earth Sciences, Engineering
Low-intensity but high-frequency coastal flooding, also known as nuisance flooding, can negatively affect low-lying coastal communities with potentially large socioeconomic effects. Partially driven by wave runup, this type of flooding is difficult to predict due to the complexity of the processes involved. Here, we present the results of a probabilistic analysis of flooding events measured on an [...]
Geo-Spatial Analysis of Built-Environment Exposure to Flooding: Iowa Case Study
Published: 2023-03-15
Subjects: Civil and Environmental Engineering, Civil Engineering, Engineering, Risk Analysis
Flooding is the most frequent type of natural disaster, inducing devastating damages at large and small spatial scales. Flood exposure analysis is a critical part of flood risk assessment. While most studies analyze the exposure elements separately, it is crucial to perform a multi-parameter exposure analysis and consider different types of flood zones to gain a comprehensive understanding of the [...]
Evidence of Early Supershear Transition in the Feb 6th 2023 Mw 7.8 Kahramanmaraş Turkey Earthquake From Near-Field Records
Published: 2023-02-15
Subjects: Aerospace Engineering, Civil and Environmental Engineering, Earth Sciences, Engineering, Mechanical Engineering, Physical Sciences and Mathematics
The Mw7.8 Kahramanmaraş Earthquake was larger and more destructive than what had been expected for the tectonic setting in Southeastern Turkey. By using near-field records we provide evidence for early supershear transition on the splay fault that hosted the nucleation and early propagation of the first rupture that eventually transitioned into the East Anatolian fault. We also find, for the [...]
A two-way coupling 2D-3D hybrid finite element numerical model using overlapping method for tsunami simulation
Published: 2023-01-13
Subjects: Civil and Environmental Engineering, Engineering
This paper describes a 2D-3D hybrid model for tsunami simulations that uses an overlapping method based on an arbitrary grid. A 2D model is used to simulate wave propagation from the source area to the offshore area, and a 3D model is then used to simulate the free surface flow around structures in coastal areas. An overlapping method that satisfies the conservation and compatibility conditions [...]
MA-SARNet: A one-shot nowcasting framework for SAR image prediction with physical driving forces
Published: 2022-12-20
Subjects: Civil and Environmental Engineering, Engineering
Remote sensing imagery is one of the most widely used data sources for large-scale Earth observations with consistent spatial and temporal quality. However, the current usage scenarios of Earth’s surface remote sensing images, such as those generated from Landsat, Sentinel 2, and SAR, are largely limited to retrospective tasks, as they are often used to reconstruct existing phenomena, such as [...]
Linking thermal and rate behavior with fabric and mineralogy of clayey shear zones: Experimental investigation on the El Forn landslide (Andorra)
Published: 2022-12-16
Subjects: Civil and Environmental Engineering, Engineering, Geotechnical Engineering
Thermal triaxial tests were carried out on remolded material of core samples of the shear zone of a deep-seated landslide, the El Forn landslide (Andorra). With the thermal triaxial tests, we have obtained thermal and rate sensitivi- ties of the material outside and inside the shear band. Moreover, micro-scale tests were carried out, such as XRPD, SEM-EDS, MicroCT, and plasticity index. The [...]
A Web-based Analytical Urban Flood Damage and Loss Estimation Framework
Published: 2022-12-04
Subjects: Civil and Environmental Engineering, Civil Engineering, Engineering, Risk Analysis, Systems and Communications
Information and communication technology serves a crucial role in communicating flood risk and consequences to a broad range of stakeholders and facilitating mitigation decisions. While studies extensively utilize flood inundation maps for communicating flood risks, there is a need to integrate a broad spectrum of physical vulnerability parameters into risk estimates at various spatial scales. [...]
Laboratory validation of a new hydro-mechanical energy-based brittleness index model for hydraulic fracturing
Published: 2022-12-01
Subjects: Civil and Environmental Engineering, Earth Sciences, Engineering, Engineering Science and Materials, Mining Engineering, Oil, Gas, and Energy, Petroleum Engineering
Brittleness Index (BI) is a critical parameter characterising the deformation regime of geo-materials, covering the range from purely brittle (fractures) to ductile (plastic flow). A variety of BI models have been developed based on rock properties such as mineralogy, elastic parameters, or stress-strain data. However, very few of them are based on the deformation induced by hydro-mechanical [...]
Client-side Web-based Model Coupling using Basic Model Interface for Hydrology and Water Resources
Published: 2022-10-06
Subjects: Civil and Environmental Engineering, Computational Engineering, Other Engineering
A recent trend in hydroinformatics has been the growing number of data, models, and cyber tools which are web accessible, each aiming to improve common research tasks in hydrology through web technologies. Coupling web-based models and tools holds great promise for an integrated environment that can facilitate community participation, collaboration, and scientific replication. There are many [...]