2 citations · 2 across the 1 of their papers we have counts for
3 papers
physics.ao-ph2024★ 2 cited
A Deep Learning Approach for Modeling and Hindcasting Lake Michigan Ice Cover
Hazem Abdelhady, Cary Troy
In large lakes, ice cover plays an important role in shipping and navigation, coastal erosion, regional weather and climate, and aquatic ecosystem function. In this study, a novel…
physics.ao-ph2023
Shoreline Responses to Rapid Water Level Increases in Lake Michigan
Hazem U. Abdelhady, Cary D. Troy, Longhuan Zhu +3
High-resolution multispectral satellite imagery was utilized to quantify shoreline recession at eleven beaches around Lake Michigan during a record-setting water level increase bet…
physics.ao-ph2023
A Machine Learning Framework for Extending Wave Height Time Series Using Historical Wind Records
Hazem U. Abdelhady, Cary D. Troy
This study presents a novel machine learning-based (ML) framework that utilizes the ConvLSTM-1D model to hindcast or forecast wave heights at coastal locations using a nonuniform a…