2 papers
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…