All Stories

  1. Future Rise of Water Levels in the World's Largest Freshwater System: A CMIP6 Ensemble Assessment Using an Autoregressive Deep Learning Framework

    Article • July 2026, Wiley

    Professor Pengfei Xue

  2. Fully coupled, high-resolution atmosphere–ocean–wave simulations of the offshore wind energy environment during Hurricane Henri (2021)

    Article • Wind Energy Science, April 2026, Copernicus GmbH

    Professor Pengfei Xue

  3. Future winter shipping opportunities in the Great Lakes–St. Lawrence Seaway

    Article • March 2026, Copernicus GmbH

    Professor Pengfei Xue

  4. When the Lake Meets the Rain: Climate-Driven Escalation of Compound Flood Risk in a Great Lakes City

    Article • November 2025, Wiley

    Professor Pengfei Xue

  5. Influence of Lake Ice Biases in Reanalysis Data on Downscaled Climate Simulations over the Great Lakes Region

    Article • September 2025, Wiley

    Professor Pengfei Xue

  6. Development of a HAND-based flood risk assessment tool in Google Earth Engine for a data-scarce region in the US

    Article • Journal of Great Lakes Research, August 2025, Elsevier

    Professor Pengfei Xue

  7. Dynamic coasts, resilient futures: Navigating changes in the Great Lakes – Foreword to the special section

    Article • Journal of Great Lakes Research, August 2025, Elsevier

    Professor Pengfei Xue

  8. Sediment transport and budget influenced by harbor jetties in storm events

    Article • Journal of Great Lakes Research, August 2025, Elsevier

    Professor Pengfei Xue

  9. Enhancing winter climate simulations of the Great Lakes: insights from a new coupled lake–ice–atmosphere (CLIAv1) system on the importance of integrating 3D hydrodynamics with a regional climate model

    Article • Geoscientific Model Development, July 2025, Copernicus GmbH

    Professor Pengfei Xue

  10. Dual‐Transformer Deep Learning Framework for Seasonal Forecasting of Great Lakes Water Levels

    Article • Journal of Geophysical Research Machine Learning and Computation, May 2025, American Geophysical Union (AGU)

    Professor Pengfei Xue

  11. Subsurface heatwaves in lakes

    Article • Nature Climate Change, April 2025, Springer Science + Business Media

    Professor Pengfei Xue

  12. Fully Coupled High-Resolution Atmosphere-Ocean-Wave Simulations of Hurricane Henri (2021): Implications for Offshore Load Assessments

    Article • March 2025, Copernicus GmbH

    Professor Pengfei Xue

  13. Coupled Lake‐Atmosphere‐Land Physics Uncertainties in a Great Lakes Regional Climate Model

    Article • Journal of Advances in Modeling Earth Systems, February 2025, American Geophysical Union (AGU)

    Professor Pengfei Xue

  14. How Could Lake-Effect Snow Storms Evolve in a Warming Future Climate?

    Article • January 2025, Copernicus GmbH

    Professor Pengfei Xue

  15. Modeling Study of Phytoplankton Responses in Lake Michigan to a Changing Climate

    Article • January 2025, Copernicus GmbH

    Professor Pengfei Xue

  16. Dual-Transformer Deep Learning Framework for Seasonal Forecasting of Great Lakes Water Levels

    Article • November 2024, Wiley

    Professor Pengfei Xue

  17. Enhancing Winter Climate Simulations of the Great Lakes: Insights from a New Coupled Lake-Ice-Atmosphere (CLIAv1) Model on the Importance of Integrating 3D Hydrodynamics with a Regional Climate Model

    Article • October 2024, Copernicus GmbH

    Professor Pengfei Xue

  18. Summer Convective Precipitation Changes Over the Great Lakes Region Under a Warming Scenario

    Article • Journal of Geophysical Research Atmospheres, July 2024, American Geophysical Union (AGU)

    Professor Pengfei Xue

  19. Climate‐influenced phenology of larval fish transport in a large lake

    Article • Limnology and Oceanography Letters, June 2024, Wiley

    Professor Pengfei Xue

  20. How Could Future Climate Conditions Reshape a Devastating Lake‐Effect Snow Storm?

    Article • Earth s Future, June 2024, American Geophysical Union (AGU)

    Professor Pengfei Xue

  21. Trends of Sediment Resuspension and Budget in Southern Lake Michigan Under Changing Wave Climate and Hydrodynamic Environment

    Article • Journal of Geophysical Research Oceans, April 2024, American Geophysical Union (AGU)

    Professor Pengfei Xue

  22. Coupled Lake-Atmosphere-Land Physics Uncertainties in a Great Lakes Regional Climate Model

    Article • March 2024, Wiley

    Professor Pengfei Xue

  23. Summer Convective Precipitation Changes over the Great Lakes Region under a Warming Scenario

    Article • March 2024, Wiley

    Professor Pengfei Xue

  24. Urban Versus Lake Impacts on Heat Stress and Its Disparities in a Shoreline City

    Article • GeoHealth, November 2023, American Geophysical Union (AGU)

    Professor Pengfei Xue

  25. Forecasting microcystin concentrations in Lake Erie using an Eulerian tracer model

    Article • Journal of Great Lakes Research, October 2023, Elsevier

    Professor Pengfei Xue

  26. Reconstructing 42 Years (1979–2020) of Great Lakes Surface Temperature through a Deep Learning Approach

    Article • Remote Sensing, August 2023, MDPI AG

    Professor Pengfei Xue

  27. Efficient Super‐Resolution of Near‐Surface Climate Modeling Using the Fourier Neural Operator

    Article • Journal of Advances in Modeling Earth Systems, July 2023, American Geophysical Union (AGU)

    Professor Pengfei Xue

  28. Insights on Simulating Summer Warming of the Great Lakes: Understanding the Behavior of a Newly Developed Coupled Lake‐Atmosphere Modeling System

    Article • Journal of Advances in Modeling Earth Systems, July 2023, American Geophysical Union (AGU)

    Professor Pengfei Xue

  29. Comparison of Eulerian and Lagrangian transport models for harmful algal bloom forecasts in Lake Erie

    Article • Environmental Modelling & Software, April 2023, Elsevier

    Professor Pengfei Xue

  30. Future population-adjusted heat stress extremes over the Great Lakes Region

    Article • March 2023, Wiley

    Professor Pengfei Xue

  31. Moisture Sources of Precipitation in the Great Lakes Region: Climatology and Recent Changes

    Article • Geophysical Research Letters, March 2023, American Geophysical Union (AGU)

    Professor Pengfei Xue

  32. Contrasting effects of lake breeze and urbanization on heat stress in Chicago metropolitan area

    Article • Urban Climate, March 2023, Elsevier

    Professor Pengfei Xue

  33. Future rise of the Great Lakes water levels under climate change

    Article • Journal of Hydrology, September 2022, Elsevier

    Professor Pengfei Xue

  34. Climate projections over the Great Lakes Region: using two-way coupling of a regional climate model with a 3-D lake model

    Article • Geoscientific Model Development, June 2022, Copernicus GmbH

    Professor Pengfei Xue

  35. Impacts of Lake Surface Temperature on the Summer Climate Over the Great Lakes Region

    Article • Journal of Geophysical Research Atmospheres, June 2022, American Geophysical Union (AGU)

    Professor Pengfei Xue

  36. Integrating Deep Learning and Hydrodynamic Modeling to Improve the Great Lakes Forecast

    Article • Remote Sensing, May 2022, MDPI AG

    Professor Pengfei Xue

  37. Climate Projections over the Great Lakes Region: Using Two-way Coupling of a Regional Climate Model with a 3-D Lake Model

    Article • January 2022, Copernicus GmbH

    Professor Pengfei Xue

  38. Wave Climate Associated With Changing Water Level and Ice Cover in Lake Michigan

    Article • Frontiers in Marine Science, November 2021, Frontiers

    Professor Pengfei Xue

  39. Open Lake Phosphorus Forcing of Cladophora Growth: Modeling the Dual Challenge in Great Lakes Trophic State Management

    Article • Water, September 2021, MDPI AG

    Professor Pengfei Xue

  40. Evaluating essential processes and forecast requirements for meteotsunami-induced coastal flooding

    Article • Natural Hazards, September 2021, Springer Science + Business Media

    Professor Pengfei Xue

  41. The Lake Erie HABs Grab: A binational collaboration to characterize the western basin cyanobacterial harmful algal blooms at an unprecedented high-resolution spatial scale

    Article • Harmful Algae, August 2021, Elsevier

    Professor Pengfei Xue

  42. Cold Season Performance of the NU-WRF Regional Climate Model in the Great Lakes Region

    Article • Journal of Hydrometeorology, July 2021, American Meteorological Society

    Professor Pengfei Xue

  43. Management of the Phosphorus–Cladophora Dynamic at a Site on Lake Ontario Using a Multi-Module Bioavailable P Model

    Article • Water, January 2021, MDPI AG

    Professor Pengfei Xue

  44. A multi-layer perceptron approach for accelerated wave forecasting in Lake Michigan

    Article • Ocean Engineering, September 2020, Elsevier

    Professor Pengfei Xue

  45. Multiple Salinity Equilibria and Resilience of Persian/Arabian Gulf Basin Salinity to Brine Discharge

    Article • Frontiers in Marine Science, July 2020, Frontiers

    Professor Pengfei Xue

  46. Coupled Ocean‐Atmosphere Modeling Over the Maritime Continent: A Review

    Article • Journal of Geophysical Research Oceans, June 2020, American Geophysical Union (AGU)

    Professor Pengfei Xue

  47. A view of physical mechanisms for transporting harmful algal blooms to Massachusetts Bay

    Article • Marine Pollution Bulletin, May 2020, Elsevier

    Professor Pengfei Xue

  48. Improved thermal structure simulation and optimized sampling strategy for Lake Erie using a data assimilative model

    Article • Journal of Great Lakes Research, February 2020, Elsevier

    Professor Pengfei Xue

  49. Impact of Lake Surface Temperature Variations on Lake Effect Snow Over the Great Lakes Region

    Article • Journal of Geophysical Research Atmospheres, December 2019, American Geophysical Union (AGU)

    Professor Pengfei Xue

  50. Management Transition to the Great Lakes Nearshore: Insights from Hydrodynamic Modeling

    Article • Journal of Marine Science and Engineering, May 2019, MDPI AG

    Professor Pengfei Xue

  51. Impact of Water Mixing and Ice Formation on the Warming of Lake Superior: A Model-guided Mechanism Study

    Article • Limnology and Oceanography, October 2018, Wiley

    Professor Pengfei Xue

  52. A Hybrid Lagrangian–Eulerian Particle Model for Ecosystem Simulation

    Article • Journal of Marine Science and Engineering, September 2018, MDPI AG

    Professor Pengfei Xue

  53. A Hybrid Lagrangian-Eulerian Particle Model for Ecosystem Simulation

    Article • September 2018, MDPI AG

    Professor Pengfei Xue

  54. A Hybrid Lagrangian-Eulerian Particle Model for Ecosystem Simulation

    Article • August 2018, MDPI AG

    Professor Pengfei Xue

  55. A Hybrid Lagrangian-Eulerian Particle Model for Ecosystem Simulation

    Article • August 2018, MDPI AG

    Professor Pengfei Xue

  56. Field tests and multiphysics analysis of a flooded shaft for geothermal applications with mine water

    Article • Energy Conversion and Management, August 2018, Elsevier

    Professor Pengfei Xue

  57. Extreme value analysis of wave climate in Chesapeake Bay

    Article • Ocean Engineering, July 2018, Elsevier

    Professor Pengfei Xue

  58. Improving the Simulation of Large Lakes in Regional Climate Modeling: Two-Way Lake–Atmosphere Coupling with a 3D Hydrodynamic Model of the Great Lakes

    Article • Journal of Climate, March 2017, American Meteorological Society

    Professor Pengfei Xue

  59. An investigation of the thermal response to meteorological forcing in a hydrodynamic model of Lake Superior

    Article • Journal of Geophysical Research Oceans, July 2015, American Geophysical Union (AGU)

    Professor Pengfei Xue

  60. Estimation of the Heat and Water Budgets of the Persian (Arabian) Gulf Using a Regional Climate Model*,+

    Article • Journal of Climate, July 2015, American Meteorological Society

    Professor Pengfei Xue

  61. Cyber-physical systems for water sustainability: challenges and opportunities

    Article • IEEE Communications Magazine, May 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Houbing Song, Professor Pengfei Xue

  62. Preliminary Studies of the Use of Abandoned Mine Water for Geothermal Applications

    Article • March 2015, American Society of Civil Engineers (ASCE)

    Professor Pengfei Xue

  63. Local feedback mechanisms of the shallow water region around the Maritime Continent

    Article • Journal of Geophysical Research Oceans, October 2014, American Geophysical Union (AGU)

    Professor Pengfei Xue

  64. Dispersal and survival of chub mackerel (Scomber Japonicus) larvae in the East China Sea

    Article • Ecological Modelling, July 2014, Elsevier

    Dr Jianzhong Ge, Professor Pengfei Xue

  65. Mechanism studies of seasonal variability of dissolved oxygen in Mass Bay: A multi-scale FVCOM/UG-RCA application

    Article • Journal of Marine Systems, March 2014, Elsevier

    Professor Pengfei Xue

  66. Coupling of a regional atmospheric model (RegCM3) and a regional oceanic model (FVCOM) over the maritime continent

    Article • Climate Dynamics, November 2013, Springer Science + Business Media

    Professor Pengfei Xue

  67. Observing system simulation experiments of dissolved oxygen monitoring in Massachusetts Bay

    Article • Journal of Geophysical Research Atmospheres, May 2012, American Geophysical Union (AGU)

    Professor Pengfei Xue

  68. FVCOM model estimate of the location of Air France 447

    Article • Ocean Dynamics, March 2012, Springer Science + Business Media

    Professor Pengfei Xue

  69. Observing system simulation experiments with ensemble Kalman filters in Nantucket Sound, Massachusetts

    Article • Journal of Geophysical Research Atmospheres, January 2011, American Geophysical Union (AGU)

    Professor Pengfei Xue

  70. Application and comparison of Kalman filters for coastal ocean problems: An experiment with FVCOM

    Article • Journal of Geophysical Research Atmospheres, May 2009, American Geophysical Union (AGU)

    Professor Pengfei Xue

  71. Saltwater intrusion into the Changjiang River: A model-guided mechanism study

    Article • Journal of Geophysical Research Atmospheres, February 2009, American Geophysical Union (AGU)

    Professor Pengfei Xue

  72. Physical mechanisms for the offshore detachment of the Changjiang Diluted Water in the East China Sea

    Article • Journal of Geophysical Research Atmospheres, February 2008, Wiley

    Professor Pengfei Xue