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04/26/2023
Regridding Uncertainty for Statistical Downscaling of Solar Radiation
Initial steps in statistical downscaling involve being able to compare o...
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06/11/2020
Nonrigid registration using Gaussian processes and local likelihood estimation
Surface registration, the task of aligning several multidimensional poin...
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02/04/2020
Modeling spatial data using local likelihood estimation and a Matérn to SAR translation
Modeling data with non-stationary covariance structure is important to r...
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01/09/2020
Rapid Numerical Approximation Method for Integrated Covariance Functions Over Irregular Data Regions
In many practical applications, spatial data are often collected at area...
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02/23/2018
Reduced Basis Kriging for Big Spatial Fields
In spatial statistics, a common method for prediction over a Gaussian ra...
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11/21/2017