Super Resolution for Renewable Energy Resource Data With Wind From Reanalysis Data and Application to Ukraine
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Benton, Brandon N., Buster, Grant, Pinchuk, Pavlo, Glaws, Andrew, King, Ryan N., Maclaurin, Galen, Chernyakhovskiy, Ilya |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Tackling extreme urban heat: a machine learning approach to assess the impacts of climate change and the efficacy of climate adaptation strategies in urban microclimates
par: Buster, Grant, et autres
Publié: (2024)
par: Buster, Grant, et autres
Publié: (2024)
Unsupervised Super-Resolution Data Assimilation Using Conditional Variational Autoencoders with Estimating Background Covariances via Super-Resolution
par: Yasuda, Yuki, et autres
Publié: (2023)
par: Yasuda, Yuki, et autres
Publié: (2023)
Advanced Ocean Reanalysis of the Northwestern Atlantic: 1993-2022
par: He, Ruoying, et autres
Publié: (2025)
par: He, Ruoying, et autres
Publié: (2025)
DANRA: The Kilometer-Scale Danish Regional Atmospheric Reanalysis
par: Yang, Xiaohua, et autres
Publié: (2025)
par: Yang, Xiaohua, et autres
Publié: (2025)
Zero-Shot Super-Resolution from Unstructured Data Using a Transformer-Based Neural Operator for Urban Micrometeorology
par: Yasuda, Yuki, et autres
Publié: (2025)
par: Yasuda, Yuki, et autres
Publié: (2025)
Beyond Resolution: Multi-Scale Weather and Climate Data for Alpine Renewable Energy in the Digital Twin Era -- First Evaluations and Recommendations
par: Schicker, Irene, et autres
Publié: (2025)
par: Schicker, Irene, et autres
Publié: (2025)
Demographics of Mesoscale Eddies in an Eddy-Permitting Ocean Model and Reanalysis
par: Lombardi, Benjamin, et autres
Publié: (2026)
par: Lombardi, Benjamin, et autres
Publié: (2026)
Deep Learning Reconstruction of Tropical Cyclogenesis in the Western North Pacific from Climate Reanalysis Dataset
par: Le, Duc-Trong, et autres
Publié: (2025)
par: Le, Duc-Trong, et autres
Publié: (2025)
Characteristics of Gravity Waves in Opposing Phases of the QBO: A Reanalysis Perspective with ERA5
par: Pahlavan, Hamid A., et autres
Publié: (2023)
par: Pahlavan, Hamid A., et autres
Publié: (2023)
Local and Remote Forcing Factors of Heatwave in India -A Reanalysis and Adjoint model based study
par: Banerjee, Abhirup, et autres
Publié: (2024)
par: Banerjee, Abhirup, et autres
Publié: (2024)
Terrain-aware Deep Learning for Wind Energy Applications: From Kilometer-scale Forecasts to Fine Wind Fields
par: Lin, Chensen, et autres
Publié: (2025)
par: Lin, Chensen, et autres
Publié: (2025)
Reanalysis-based Global Radiative Response to Sea Surface Temperature Patterns: Evaluating the Ai2 Climate Emulator
par: Van Loon, Senne, et autres
Publié: (2025)
par: Van Loon, Senne, et autres
Publié: (2025)
Amplified Summer Wind Stilling and Land Warming Compound Energy Risks in Northern Midlatitudes
par: Zhang, Gan
Publié: (2024)
par: Zhang, Gan
Publié: (2024)
Super Resolution On Global Weather Forecasts
par: Zhang, Lawrence, et autres
Publié: (2024)
par: Zhang, Lawrence, et autres
Publié: (2024)
The Climatological Renewable Energy Deviation Index (CREDI)
par: Stoop, Laurens P., et autres
Publié: (2023)
par: Stoop, Laurens P., et autres
Publié: (2023)
Uncertainty-Aware Spatiotemporal Super-Resolution Data Assimilation with Diffusion Models
par: Ayapilla, Aditya Sai Pranith, et autres
Publié: (2026)
par: Ayapilla, Aditya Sai Pranith, et autres
Publié: (2026)
From Winter Storm Thermodynamics to Wind Gust Extremes: Discovering Interpretable Equations from Data
par: Tam, Frederick Iat-Hin, et autres
Publié: (2025)
par: Tam, Frederick Iat-Hin, et autres
Publié: (2025)
Noctilucent Clouds Modulated by Strong 5-day Planetary Wave in 2025: Amplitudes, Phases and Altitudes Based on Ground-Based Observations and Satellite Temperature Data
par: Ugolnikov, Oleg S., et autres
Publié: (2025)
par: Ugolnikov, Oleg S., et autres
Publié: (2025)
Assessing Future Wind Energy Potential under Climate Change: The Critical Role of Multi-Model Ensembles in Robustness Assessment
par: Lira-Loarca, Andrea, et autres
Publié: (2025)
par: Lira-Loarca, Andrea, et autres
Publié: (2025)
Data fusion of complementary data sources using Machine Learning enables higher accuracy Solar Resource Maps
par: Rabault, J, et autres
Publié: (2025)
par: Rabault, J, et autres
Publié: (2025)
A Benchmark Dataset for Tornado Detection and Prediction using Full-Resolution Polarimetric Weather Radar Data
par: Veillette, Mark S., et autres
Publié: (2024)
par: Veillette, Mark S., et autres
Publié: (2024)
Wind-induced Natural Gamma Radiation
par: Chilingarian, A., et autres
Publié: (2025)
par: Chilingarian, A., et autres
Publié: (2025)
Investigating the Robustness of Extreme Precipitation Super-Resolution Across Climates
par: Largeau, Louise, et autres
Publié: (2025)
par: Largeau, Louise, et autres
Publié: (2025)
Probabilistic Super-Resolution for Urban Micrometeorology via a Schrödinger Bridge
par: Yasuda, Yuki, et autres
Publié: (2025)
par: Yasuda, Yuki, et autres
Publié: (2025)
Bridging CORDEX and CMIP6: Machine Learning Downscaling for Wind and Solar Energy Droughts in Central Europe
par: Effenberger, Nina, et autres
Publié: (2025)
par: Effenberger, Nina, et autres
Publié: (2025)
Reconstructing Carbon Monoxide Reanalysis with Machine Learning
par: Harder, Paula, et autres
Publié: (2026)
par: Harder, Paula, et autres
Publié: (2026)
Hydrodynamic Modeling Improvements for Floating Offshore Wind Turbines with Validation Results
par: Sarker, Doyal, et autres
Publié: (2025)
par: Sarker, Doyal, et autres
Publié: (2025)
Evaluating the Prediction of Wind Power Ramping Events in the Belgian Offshore Zone
par: Meng, Ruoke, et autres
Publié: (2025)
par: Meng, Ruoke, et autres
Publié: (2025)
The Design and Performance of Meteorological Sensors for WindBorne Global Sounding Balloons
par: Spisak, Jake, et autres
Publié: (2026)
par: Spisak, Jake, et autres
Publié: (2026)
Power laws in the sea ice floe size distribution: a stochastic theory
par: Stechmann, Samuel N., et autres
Publié: (2026)
par: Stechmann, Samuel N., et autres
Publié: (2026)
PODiff: Latent Diffusion in Proper Orthogonal Decomposition Space for Scientific Super-Resolution
par: Jadhav, Onkar, et autres
Publié: (2026)
par: Jadhav, Onkar, et autres
Publié: (2026)
Spatial Temporal Approach for High-Resolution Gridded Wind Forecasting across Southwest Western Australia
par: Chen, Fuling, et autres
Publié: (2024)
par: Chen, Fuling, et autres
Publié: (2024)
A Hierarchical Deep Learning Model for Predicting Pedestrian-Level Urban Winds
par: Snaiki, Reda, et autres
Publié: (2025)
par: Snaiki, Reda, et autres
Publié: (2025)
Parametric Sensitivities of a Wind-driven Baroclinic Ocean Using Neural Surrogates
par: Sun, Yixuan, et autres
Publié: (2024)
par: Sun, Yixuan, et autres
Publié: (2024)
Development of a Data-driven weather forecasting system over India with Pangu-Weather architecture and IMDAA reanalysis Data
par: Choudhury, Animesh, et autres
Publié: (2025)
par: Choudhury, Animesh, et autres
Publié: (2025)
Learning a Stochastic Differential Equation Model of Tropical Cyclone Intensification from Reanalysis and Observational Data
par: Gee, Kenneth, et autres
Publié: (2026)
par: Gee, Kenneth, et autres
Publié: (2026)
Isolating Balanced Ocean Dynamics in SWOT Data
par: Skinner, Jack William, et autres
Publié: (2025)
par: Skinner, Jack William, et autres
Publié: (2025)
Improving Typhoon Predictions by Integrating Data-Driven Machine Learning Models with Physics Models Based on the Spectral Nudging and Data Assimilation
par: Niu, Zeyi, et autres
Publié: (2024)
par: Niu, Zeyi, et autres
Publié: (2024)
High-Resolution Probabilistic Data-Driven Weather Modeling with a Stretched-Grid
par: Nordhagen, Even Marius, et autres
Publié: (2025)
par: Nordhagen, Even Marius, et autres
Publié: (2025)
Rotational and Irrotational Wind Forcing as dual drivers of El Nino Southern Oscillation variability
par: Borzelli, Gian Luca Eusebi, et autres
Publié: (2025)
par: Borzelli, Gian Luca Eusebi, et autres
Publié: (2025)
Documents similaires
-
Tackling extreme urban heat: a machine learning approach to assess the impacts of climate change and the efficacy of climate adaptation strategies in urban microclimates
par: Buster, Grant, et autres
Publié: (2024) -
Unsupervised Super-Resolution Data Assimilation Using Conditional Variational Autoencoders with Estimating Background Covariances via Super-Resolution
par: Yasuda, Yuki, et autres
Publié: (2023) -
Advanced Ocean Reanalysis of the Northwestern Atlantic: 1993-2022
par: He, Ruoying, et autres
Publié: (2025) -
DANRA: The Kilometer-Scale Danish Regional Atmospheric Reanalysis
par: Yang, Xiaohua, et autres
Publié: (2025) -
Zero-Shot Super-Resolution from Unstructured Data Using a Transformer-Based Neural Operator for Urban Micrometeorology
par: Yasuda, Yuki, et autres
Publié: (2025)