Preprints
Filtering by Subject: Engineering
Mapping Soil Erodibility over India
Published: 2023-04-13
Subjects: Civil and Environmental Engineering, Engineering
Soil erosion is a major environmental problem worldwide, and almost half of India’s total geographical area is susceptible to it. The Revised Universal Soil Loss Equation (RUSLE) has been widely used globally to estimate soil erosion, and Soil erodibility factor, denoted by K-factor, is an essential component of RUSLE. Although previous studies have assessed soil erodibility in India, they have [...]
EfficientRainNet: Smaller Neural Networks Based on EfficientNetV2 for Rainfall Nowcasting
Published: 2023-04-05
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 Economic Burden of Air Pollution’s Health Impact. Evaluating Single Businesses Value Chains on a Global Scale
Published: 2023-03-31
Subjects: Engineering
Air pollution is a major cause of morbidity and mortality. Since air pollution tends to concentrate around the emission point, its precise geographical assessment is particularly important. With the present work, we propose a new method to assess the impacts of any company’s emissions on human health and the economy. We address the challenge of discovering, measuring, and managing the risks [...]
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, [...]
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 [...]
Stochastic properties of coastal flooding events -- Part 1: CNN-based semantic segmentation for water detection
Published: 2023-03-23
Subjects: Engineering
The frequency and intensity of coastal flooding is expected to accelerate in low-elevation coastal areas due to sea level rise. Coastal flooding due to wave overtopping affects coastal communities and infrastructure; however, it can be difficult to monitor in remote and vulnerable areas. Here we use a camera-based system to measure beach and back-beach flooding as part of the after-storm recovery [...]
Displacement hazard from distributed ruptures in strike-slip earthquakes
Published: 2023-03-19
Subjects: Engineering, Physical Sciences and Mathematics
Widespread distributed fracturing during earthquakes threatens infrastructure and lifelines. We combine high-resolution rupture maps from the five major surface-rupturing strike-slip earthquakes in southern California and northern Mexico since 1992 to incorporate the displacements produced by distributed ruptures into a probabilistic displacement hazard analysis framework. Through analysis of the [...]
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 [...]
Traditional and Artificial Intelligence based techniques to measure trees: an overview
Published: 2023-03-14
Subjects: Engineering
To address the problem of climate changes, CO2 sequestration by forests should be assessed. Forests store carbon in their biomass- about half of it is carbon. The trees’ diameter, height and age are relevant parameters for forests’ biomass estimation. Various methods have been utilized to estimate forests’ biomass. Initially, field measurements using tape measures, clinometers and frequently a [...]
Time Series Analysis of terrain and climatic parameters data retrieved from Terraclimate dataset: A case study in Ranchi and Khunti district, Jharkhand, India
Published: 2023-03-12
Subjects: Civil Engineering, Engineering, Other Civil and Environmental Engineering
Climatic and Terrain parameters which include the soil moisture, precipitation, evapotranspiration, maximum and minimum temperature are the most crucial factors which drives the future of earth. Soil Moisture regulates the movement of water and heat energy between the land surface and the atmosphere through evaporationn and plant transpiration. Precipitation controls the entire operation of the [...]
Tropical or extratropical cyclones: what drives the compound flood hazard, impact, and risk for the United States Southeast Atlantic coast?
Published: 2023-03-10
Subjects: Engineering
Subtropical coastlines are impacted by both tropical and extratropical cyclones. While both may lead to substantial damage to coastal communities, it is difficult to determine the contribution of tropical cyclones in coastal flooding relative to that of extratropical cyclones. We conduct a large-scale flood hazard and impact assessment across the subtropical Southeast Atlantic Coast of the United [...]
Data-driven placement of PM2.5 air quality sensors in the United States: An approach to target urban environmental injustice
Published: 2023-03-03
Subjects: Engineering, Physical Sciences and Mathematics
In the United States, citizens and policymakers heavily rely upon Environmental Protection Agency (EPA) mandated regulatory networks to monitor air pollution; increasingly they also depend on low-cost sensor networks to supplement spatial gaps in regulatory monitor networks coverage. Although these regulatory and low-cost networks in tandem provide enhanced spatiotemporal coverage in urban areas, [...]
Modelling a Dam Breach failure: Case of study in the Chaglla Reservoir, Perú.
Published: 2023-02-21
Subjects: Engineering
The dam breaching is one of the events with the most catastrophic consequences among the risks due to fluvial flooding, given the intensity, the great extension of the affectation and the speed of the event. At present, various hydraulic modeling programs are capable of simulating the breach in the wall of a dam, as well as its possible subsequent flooding, granting speeds and drafts in the [...]
Investigation of Capillary Pressure Effects on Well Cleanup after Hydraulic Fracturing
Published: 2023-02-19
Subjects: Education, Engineering
Nowadays hydraulic fracturing is becoming the most popular practice for low permeability reservoirs. While in some cases fractured wells show superior productivity than non-fractured wells, in other cases the effective fracture length which is used to channel gas and oil from reservoir to wellbore, is much shorter than the propped fracture length, thus leading to a lower-than-expected production [...]