MULTIVARIATE ASSIMILATION METHOD FOR WAVE DYNAMICAL DOWNSCALING
Good quality, long-term wave series are a key aspect for the study of coastal problems and for the design of coastal and harbor works. Recent years have seen a significant improvement in the quality of global and local wave reanalyzes. They have increased their spatial and temporal resolution, as well as reduced errors, mainly in terms of total energy ...
Sebastian Solari, Rodrigo Alonso
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Dynamically and Statistically Downscaled Seasonal Simulations of Maximum Surface Air Temperature Over the Southeastern United States [PDF]
Coarsely resolved surface air temperature (2 m height) seasonal integrations from the Florida State University/Center for Ocean-Atmospheric Prediction Studies Global Spectral Model (FSU/COAPS GSM) (~1.8º lon.-lat.
Barnston +63 more
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We introduce a continuous data assimilation (downscaling) algorithm for the two-dimensional Navier-Stokes equations employing coarse mesh measurements of only one component of the velocity field.
Farhat, Aseel +2 more
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Complementing Dynamical Downscaling With Super‐Resolution Convolutional Neural Networks
Despite advancements in Artificial Intelligence (AI) methods for climate downscaling, significant challenges remain for their practicality in climate research.
Deeksha Rastogi +6 more
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Diffusion model-based probabilistic downscaling for 180-year East Asian climate reconstruction
As our planet is entering into the “global boiling” era, understanding regional climate change becomes imperative. Effective downscaling methods that provide localized insights are crucial for this target.
Fenghua Ling +8 more
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A Comparison of ETKF and Downscaling in a Regional Ensemble Prediction System
Based on the operational regional ensemble prediction system (REPS) in China Meteorological Administration (CMA), this paper carried out comparison of two initial condition perturbation methods: an ensemble transform Kalman filter (ETKF) and a dynamical
Hanbin Zhang +3 more
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Stochastic versus Dynamical Downscaling of Ensemble Precipitation Forecasts
Abstract The assessment of hydrometeorological risk in small basins requires the availability of skillful, high-resolution quantitative precipitation forecasts to predict the probability of occurrence of severe, localized precipitation events.
Brussolo, Elisa +2 more
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High-resolution dynamical downscaling experiment outputs data over Reunion and Mauritius islands in the South-West Indian Ocean. [PDF]
Tang C +12 more
europepmc +1 more source
Bias-corrected CMIP6 global dataset for dynamical downscaling of the historical and future climate (1979-2100). [PDF]
Xu Z, Han Y, Tam CY, Yang ZL, Fu C.
europepmc +1 more source
This paper discusses statistical and dynamical methods used to produce local (grid-spacing
Robert Monjo +8 more
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