Publications

Selected papers published by memebers of the group

For a full list of publications, please check my google scholar.

2025

  1. Lake HW and CS.
    The spatiotemporal dynamics of heatwaves and cold-spells in earth’s largest freshwater systems
    Hazem U Abdelhady, David Cannon, Ayumi Fujisaki-Manome, and 2 more authors
    Geophysical Research Letter, 2025
    DOI
  2. GL Extreme Temp.
    Climate change-induced amplification of extreme temperatures in large lakes
    Hazem U Abdelhady, Ayumi Fujisaki-Manome, David Cannon, and 2 more authors
    Communications Earth and Environment, 2025
    DOI
  3. DL Ice Cover
    A deep learning approach for modeling and hindcasting Lake Michigan ice cover
    Hazem U Abdelhady and Cary D Troy
    Journal of Hydrology, 2025
    DOI
  4. Mich. Shoreline
    Shoreline responses to rapid water level increases in Lake Michigan
    Hazem U Abdelhady, Cary D Troy, Longhuan Zhu, and 3 more authors
    Geomorphology, 2025
    DOI
  5. PAMS
    Mapping out how machine learning and artificial intelligence will change Great Lakes observations, modeling, and forecasting in the coming decade
    Dani Jones, Scott Steinschneider, Paul Roebber, and 16 more authors
    Bulletin of the American Meteorological Society, 2025
    DOI

2024

  1. ML Waves
    A machine learning approach to nearshore wave modeling in large lakes using land-based wind observations
    Hazem U Abdelhady and Cary D Troy
    Journal of Great Lakes Research, 2024
    DOI

2023

  1. CS23
    Modeling Lake Michigan shoreline changes in response to rapid water level fluctuations
    Hazem U Abdelhady and Cary D Troy
    In Coastal Sediments 2023: The Proceedings of the Coastal Sediments 2023, 2023
    DOI
  2. GLSM
    A reduced-complexity shoreline model for coastal areas with large water level fluctuations
    Hazem U Abdelhady and Cary D Troy
    Coastal Engineering, 2023
    DOI

2022

  1. Satellite Shoreline
    A simple, fully automated shoreline detection algorithm for high-resolution multi-spectral imagery
    Hazem U Abdelhady, Cary David Troy, Ayman Habib, and 1 more author
    Remote Sensing, 2022
    DOI

2021

  1. RoRPO
    Parallelized Bi-level optimization model with continuous search domain for selection of run-of-river hydropower projects
    Hazem U Abdelhady, Yehya E Imam, Ziad Shawwash, and 1 more author
    Renewable Energy, 2021
    DOI