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An investigation into seasonal variations of groundwater nitrate by spatial modelling strategies at two levels by kriging and co-kriging models

Journal of Environmental Management, 2020
Nitrate pollution of groundwater through spatial models is investigated in this paper by using a sample of nitrate values at monitoring wells using the data from four seasons of a year, in which data are sparse. Two spatial modelling strategies are formulated at two levels, in which Strategy 1 comprises: three variations of kriging-based models ...
Ali Asghar, Rostami   +3 more
openaire   +2 more sources

Comparison of predictions by kriging and spatial autoregressive models

Communications in Statistics - Simulation and Computation, 2018
ABSTRACTIn geostatistics, the prediction of unknown quantities at given locations is commonly made by the kriging technique.
Azadeh Mojiri   +3 more
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On Using Kriging Models as Probabilistic Models in Design

SAE Technical Paper Series, 2004
<div class="htmlview paragraph">Kriging models are frequently used as metamodels during system design optimization. In many applications, a kriging model is used as a deterministic model of a computationally expensive analysis or simulation. In this paper, a kriging model is employed as a probabilistic model on a one-dimensional and two two ...
Jay D. Martin, Timothy W. Simpson
openaire   +1 more source

A Non-Homogeneous Model for Kriging Dosimetric Data

Mathematical Geosciences, 2019
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Lajaunie, Christian   +4 more
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Surrogate modeling of microwave structures using kriging, co‐kriging, and space mapping

International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, 2012
SUMMARYSpace mapping (SM) is one of the most popular techniques for creating computationally cheap and reasonably accurate surrogates of electromagnetic‐simulated microwave structures (so‐called fine models) using underlying coarse models, typically equivalent circuits.
Ivo Couckuyt   +2 more
openaire   +1 more source

A kriging approach to the analysis of climate model experiments

Journal of Agricultural, Biological, and Environmental Statistics, 2009
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
openaire   +2 more sources

Kriging and moving window kriging on a sphere in geometric (GNSS/levelling) geoid modelling

Survey Review, 2016
A comparison of kriging and moving window kriging (MWK) on a sphere is performed on GNSS/levelling data.
M. Ligas, M. Kulczycki
openaire   +1 more source

Kriging models for payload distribution optimisation of freight trains

International Journal of Production Research, 2016
AbstractThis paper deals with Kriging models applied to optimise braking performances for freight trains. More precisely, it is focused on mass distribution optimisation aimed at reducing the effects of in-train forces among vehicles, e.g. compression and tensile forces, in-train emergency braking.
Arcidiacono Gabriele   +3 more
openaire   +2 more sources

Model Reduction by PCA and Kriging

2018
info:eu-repo/semantics ...
Aversano, Gianmarco   +3 more
openaire   +3 more sources

A kriging interpolation model for geographical flows

International Journal of Geographical Information Science, 2023
Ya Fang   +6 more
openaire   +2 more sources

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