Considerations in the planning and design of bridges in ice-affected rivers: a review

BC Burrell, G Comfort, S Beltaos - Canadian Journal of Civil …, 2023 - cdnsciencepub.com
Bridge infrastructure assets should be planned, designed, constructed, and operated to
account for the physical processes that may occur over their service lives. In ice-affected …

Estimation of mean velocity upstream and downstream of a bridge model using metaheuristic regression methods

O Kisi, M Ardiçlioğlu, AMW Hadi, A Kuriqi… - Water Resources …, 2023 - Springer
This study compares four data-driven methods, Gaussian process regression (GPR),
multivariate adaptive regression spline (MARS), M5 model tree (M5Tree), and multilinear …

Cold Region River Flood Mapping and scour potential prediction: insights from hydraulic model using Advanced Autonomous Surface vehicles

V Atashi, YH Lim, TH Mahmood - Environmental Processes, 2024 - Springer
This study aimed to map the 2022 flood with a 16.5-year return period near a bridge on the
Red River, close to Grafton City, North Dakota, and evaluate the scour potential around the …

Modeling and digital mapping of shallow water table depth using satellite-based spectral and thermal data: Introducing a framework for digital shallow water table …

M Jeihouni, KV Kamran, L Kusak - Soil and Tillage Research, 2025 - Elsevier
Shallow groundwater is a key variable of the hydrological cycle and has significant impacts
on the components of energy, carbon, and water balances. Moreover, shallow saline …

[HTML][HTML] Data-based models to investigate protective piles effects on the scour depth about oblong-shaped bridge pier

A Niknam, M Heidarnejad, A Masjedi, A Bordbar - Results in Engineering, 2024 - Elsevier
The primary objective of this study is to examine the suitability of employing a machine
learning models (MLMs) comprising Support Vector Machine (SVM), Gene Expression …

Effects of submerged vegetation on flow structure and local scour around bridge abutments under ice-covered flow conditions

S Sediqi - 2024 - unbc.arcabc.ca
In cold regions, ice cover often appears on the water surface of rivers, posing significant
challenges for hydraulic engineering and infrastructure safety, particularly around bridge …

[PDF][PDF] Application of Data-driven Methods in Water Resources Engineering–Case Studies

H Nezaratian - 2024 - ourspace.uregina.ca
Water resources engineering stands at the forefront of sustainable water management,
facing challenges that necessitate innovative solutions. This thesis explores the integration …