Kriging Interpolation on High-Performance Computers
We discuss Kriging Interpolation on high-performance computers as a method for spatial data interpolation. We analyse algorithms for implementing Kriging on high-performance and distributed architectures.
K.E. Kerry, K.A. Hawick
core
Empirical semivariograms for kriging interpolation
Kriging interpolation is one of the more interesting techniques introduced in the field of surrogate modeling in the last years. This technique has been motivated by the necessity of data interpolation in the geological field in the late sixties. This approach is founded on the availability of the so called "variogram", defined as "a curve representing
openaire +1 more source
European air quality maps 2005 including uncertainty analysis
The objective of this report is (a) the updating and refinement of European air quality maps based on annual statistics of the 2005 observational data reported by EEA Member countries in 2006, and (b) the further improvement of the interpolation ...
Kurfust, P. +7 more
core
Application-driven Sequential Designs for Simulation Experiments: Kriging Metamodeling
This paper proposes a novel method to select an experimental design for interpolation in simulation.Though the paper focuses on Kriging in deterministic simulation, the method also applies to other types of metamodels (besides Kriging), and to stochastic
Kleijnen, J.P.C., Beers, W.C.M. van
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Ground-based rainfall observations are the primary sources of precipitation data used in most developing countries. However, those observations are frequently damaged or incomplete, thus missing data is always a problem.
Wong, K.W., Fung, C.C., Kajornrit, J.
core
Comparative analysis of soil organic carbon across different land types in plateau wetlands using Kriging interpolation based on spatial heterogeneity. [PDF]
Wen X, Luo W, Yang X, Li F, Zhang Z.
europepmc +1 more source
A numerical study of the European option by the MLPG method with moving kriging interpolation. [PDF]
Phaochoo P +2 more
europepmc +1 more source
Access to emergency medical services in Beijing: integrating web mapping application programming interfaces and empirical Bayesian Kriging interpolation analysis. [PDF]
Zhu H, Xu M, Zhu L, Tian S, Zhang J.
europepmc +1 more source
Estimating the Amount of the Wild Artemisia annua in China Based on the MaxEnt Model and Spatio-Temporal Kriging Interpolation. [PDF]
Wang J +5 more
europepmc +1 more source

