A Machine Learning Framework for Extending Wave Height Time Series Using Historical Wind Records
Fuente:
arXiv
Guardado en:
| Autores principales: | Abdelhady, Hazem U., Troy, Cary D. |
|---|---|
| Formato: | Preprint |
| Publicado: |
2023
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
A Deep Learning Approach for Modeling and Hindcasting Lake Michigan Ice Cover
por: Abdelhady, Hazem, et al.
Publicado: (2024)
por: Abdelhady, Hazem, et al.
Publicado: (2024)
Shoreline Responses to Rapid Water Level Increases in Lake Michigan
por: Abdelhady, Hazem U., et al.
Publicado: (2023)
por: Abdelhady, Hazem U., et al.
Publicado: (2023)
Significant Wave Height Estimation Incorporating Second-Order Scattering
por: Chandrasekara, Senal, et al.
Publicado: (2026)
por: Chandrasekara, Senal, et al.
Publicado: (2026)
A Novel Hybrid Machine Learning Model for Rapid Assessment of Wave and Storm Surge Responses Over an Extended Coastal Region
por: Naeini, Saeed Saviz, et al.
Publicado: (2024)
por: Naeini, Saeed Saviz, et al.
Publicado: (2024)
Climate-Adaptive and Cascade-Constrained Machine Learning Prediction for Sea Surface Height under Greenhouse Warming
por: Zheng, Tianmu, et al.
Publicado: (2025)
por: Zheng, Tianmu, et al.
Publicado: (2025)
Terrain-aware Deep Learning for Wind Energy Applications: From Kilometer-scale Forecasts to Fine Wind Fields
por: Lin, Chensen, et al.
Publicado: (2025)
por: Lin, Chensen, et al.
Publicado: (2025)
Wind-induced Natural Gamma Radiation
por: Chilingarian, A., et al.
Publicado: (2025)
por: Chilingarian, A., et al.
Publicado: (2025)
A Hybrid Analytical Framework for Asymmetric Pressure and Boundary Layer Wind Simulation in Nor'easters
por: Mirfakhar, Seyedeh Fatemeh, et al.
Publicado: (2025)
por: Mirfakhar, Seyedeh Fatemeh, et al.
Publicado: (2025)
A Hierarchical Deep Learning Model for Predicting Pedestrian-Level Urban Winds
por: Snaiki, Reda, et al.
Publicado: (2025)
por: Snaiki, Reda, et al.
Publicado: (2025)
Quantifying the Influence of Climate on Storm Activity Using Machine Learning
por: Hadas, Or, et al.
Publicado: (2025)
por: Hadas, Or, et al.
Publicado: (2025)
Parametric Sensitivities of a Wind-driven Baroclinic Ocean Using Neural Surrogates
por: Sun, Yixuan, et al.
Publicado: (2024)
por: Sun, Yixuan, et al.
Publicado: (2024)
Improving Significant Wave Height Prediction Using Chronos Models
por: Zhai, Yilin, et al.
Publicado: (2025)
por: Zhai, Yilin, et al.
Publicado: (2025)
Bridging CORDEX and CMIP6: Machine Learning Downscaling for Wind and Solar Energy Droughts in Central Europe
por: Effenberger, Nina, et al.
Publicado: (2025)
por: Effenberger, Nina, et al.
Publicado: (2025)
Orca: Ocean Significant Wave Height Estimation with Spatio-temporally Aware Large Language Models
por: Li, Zhe, et al.
Publicado: (2024)
por: Li, Zhe, et al.
Publicado: (2024)
Organization of Historical Oceanic Overturnings on Cross-Sphere Climate Signals
por: Jiang, Yingjing, et al.
Publicado: (2025)
por: Jiang, Yingjing, et al.
Publicado: (2025)
Two-Phase Flow Simulations of Surface Waves in Wind-Forced Conditions
por: Loft, Malte, et al.
Publicado: (2022)
por: Loft, Malte, et al.
Publicado: (2022)
Hydrodynamic Modeling Improvements for Floating Offshore Wind Turbines with Validation Results
por: Sarker, Doyal, et al.
Publicado: (2025)
por: Sarker, Doyal, et al.
Publicado: (2025)
Evaluating the Prediction of Wind Power Ramping Events in the Belgian Offshore Zone
por: Meng, Ruoke, et al.
Publicado: (2025)
por: Meng, Ruoke, et al.
Publicado: (2025)
The Design and Performance of Meteorological Sensors for WindBorne Global Sounding Balloons
por: Spisak, Jake, et al.
Publicado: (2026)
por: Spisak, Jake, et al.
Publicado: (2026)
Predicting Coastal Water Levels in the Context of Climate Change Using Kolmogorov-Zurbenko Time Series Analysis Methods
por: Loneck, Barry, et al.
Publicado: (2024)
por: Loneck, Barry, et al.
Publicado: (2024)
Predictability of Storms in an Idealized Climate Revealed by Machine Learning
por: Yao, Wuqiushi, et al.
Publicado: (2025)
por: Yao, Wuqiushi, et al.
Publicado: (2025)
Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations
por: Hu, Zeyuan, et al.
Publicado: (2024)
por: Hu, Zeyuan, et al.
Publicado: (2024)
A Tolerance-Based Framework for Spatio-Temporal Forecast Validation Using the gamma-Index
por: Voyant, Cyril
Publicado: (2026)
por: Voyant, Cyril
Publicado: (2026)
Interpretable multiscale Machine Learning-Based Parameterizations of Convection for ICON
por: Heuer, Helge, et al.
Publicado: (2023)
por: Heuer, Helge, et al.
Publicado: (2023)
Machine Learning of Vertical Fluxes by Unresolved Midlatitude Mesoscale Processes
por: Ismaili, Erisa, et al.
Publicado: (2026)
por: Ismaili, Erisa, et al.
Publicado: (2026)
Tracking Summer Greenland Blocking: the Upstream Pathway Shapes Historical Extremes and Future Change
por: Filippucci, Michele, et al.
Publicado: (2026)
por: Filippucci, Michele, et al.
Publicado: (2026)
Amplified Summer Wind Stilling and Land Warming Compound Energy Risks in Northern Midlatitudes
por: Zhang, Gan
Publicado: (2024)
por: Zhang, Gan
Publicado: (2024)
Rotational and Irrotational Wind Forcing as dual drivers of El Nino Southern Oscillation variability
por: Borzelli, Gian Luca Eusebi, et al.
Publicado: (2025)
por: Borzelli, Gian Luca Eusebi, et al.
Publicado: (2025)
Winter Precipitation Type Diagnosis and Uncertainty Quantification with a Physically Consistent Machine Learning Method
por: Becker, Charlie, et al.
Publicado: (2025)
por: Becker, Charlie, et al.
Publicado: (2025)
Impact of Wave Interference on the Consistency Relations of Internal Gravity Waves near the Ocean Bottom
por: Wang, Guangyao, et al.
Publicado: (2025)
por: Wang, Guangyao, et al.
Publicado: (2025)
Automated Detection and Climatological Analysis of Ripple-Scale Gravity Wave Instabilities Using a Squeeze-and-Excitation Convolutional Neural Network
por: Hu, Jiahui, et al.
Publicado: (2026)
por: Hu, Jiahui, et al.
Publicado: (2026)
Enhanced Hydrodynamic Modeling of Offshore Wind Turbines using Morison's Equation with Frequency-Dependent Coefficients
por: Sakif, Md, et al.
Publicado: (2025)
por: Sakif, Md, et al.
Publicado: (2025)
Machine Learning-Based Prediction of Heat Index in Selected U.S. Cities
por: Han, Yushan, et al.
Publicado: (2026)
por: Han, Yushan, et al.
Publicado: (2026)
Modeling Snow on Sea Ice using Physics Guided Machine Learning
por: Prasad, Ayush, et al.
Publicado: (2024)
por: Prasad, Ayush, et al.
Publicado: (2024)
A Physics-Informed Machine Learning Approach utilizing Multiband Satellite Data for Solar Irradiance Estimation
por: Sasaki, Jun, et al.
Publicado: (2024)
por: Sasaki, Jun, et al.
Publicado: (2024)
Revisiting the Quasi Biennial Oscillation as Seen in ERA5.Part II: Evaluation of Waves and Wave Forcing
por: Pahlavan, Hamid A., et al.
Publicado: (2020)
por: Pahlavan, Hamid A., et al.
Publicado: (2020)
Near-surface Extreme Wind Events and Their Responses to Climate Forcings in a Hierarchy of Global Climate Models
por: Zhang, G., et al.
Publicado: (2026)
por: Zhang, G., et al.
Publicado: (2026)
Physically Consistent Global Atmospheric Data Assimilation with Machine Learning in Latent Space
por: Fan, Hang, et al.
Publicado: (2025)
por: Fan, Hang, et al.
Publicado: (2025)
Reconstructing Pre-Satellite Tropical Cyclogenesis Climatology Using Deep Learning
por: Kieu, Chanh, et al.
Publicado: (2025)
por: Kieu, Chanh, et al.
Publicado: (2025)
Regimes of Near-Inertial Wave Dynamics
por: Conn, Scott, et al.
Publicado: (2024)
por: Conn, Scott, et al.
Publicado: (2024)
Ejemplares similares
-
A Deep Learning Approach for Modeling and Hindcasting Lake Michigan Ice Cover
por: Abdelhady, Hazem, et al.
Publicado: (2024) -
Shoreline Responses to Rapid Water Level Increases in Lake Michigan
por: Abdelhady, Hazem U., et al.
Publicado: (2023) -
Significant Wave Height Estimation Incorporating Second-Order Scattering
por: Chandrasekara, Senal, et al.
Publicado: (2026) -
A Novel Hybrid Machine Learning Model for Rapid Assessment of Wave and Storm Surge Responses Over an Extended Coastal Region
por: Naeini, Saeed Saviz, et al.
Publicado: (2024) -
Climate-Adaptive and Cascade-Constrained Machine Learning Prediction for Sea Surface Height under Greenhouse Warming
por: Zheng, Tianmu, et al.
Publicado: (2025)