Spectral Optimal Gridding: An Improved Multivariate Regression Analyses and Sampling Error Estimation
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United States of America Patent
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Issued Date -
Mar 23, 2017
app pub date -
Sep 22, 2016
filing date -
Sep 22, 2015
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Abstract
The invention is directed to computer implemented methods, systems, and devices for improving a reconstruction model, e.g. historical precipitation reconstruction model for a given region, by applying a standard multivariate regression analysis to the reconstruction model to obtain a truncated sampling error variance from sampling the first set of empirical orthogonal functions, wherein the reconstruction model is improved when the reconstruction is combined with the quantified minimum sampling error.
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