Histogram via entropy reduction (HER): an information-theoretic alternative for geostatistics

<p>Interpolation of spatial data has been regarded in many different forms, varying from deterministic to stochastic, parametric to nonparametric, and purely data-driven to geostatistical methods. In this study, we propose a nonparametric interpolator, which combines information theory with pr...

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Bibliographic Details
Main Authors: S. Thiesen, D. M. Vieira, M. Mälicke, R. Loritz, J. F. Wellmann, U. Ehret
Format: Article
Language:English
Published: Copernicus Publications 2020-09-01
Series:Hydrology and Earth System Sciences
Online Access:https://hess.copernicus.org/articles/24/4523/2020/hess-24-4523-2020.pdf