Abstract:Nearest-neighbor gridding, binning, and bin-averaging procedures are performed routinely to map the irregularly sampled data onto a grid for data analysis and assimilation. Because these procedures are actually an interpolation procedure based on a piecewise constant function as the interpolation kernel, they tend to discard the subgrid locations of the data. Use of a locally continuous function for the interpolation kernel can preserve the subgrid location information in the data, at the cost of numerical sen… Show more
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.