An Improved Spatio-Temporal Kriging Interpolation Algorithm and Its Application in Slope
IEEE Access, 2020 Slope stability analysis based on the deformation monitoring data has been commonly used to predict and warn slope disasters. However, due to breakdown of the monitoring equipment or restrictions and interferences of internal and external factors in the ...
Haiping Xiao +3 more
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Use of Kriging Technique to Study Roundabout Performance [PDF]
, 2011 Road intersections are dangerous places because of the many conflicting points between motorized and nonmotorized vehicles. In the case of defined traffic volume, several research groups have proved that roundabouts reduced the number of injuries and ...
MAZZELLA, ALESSANDRO +2 more
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Renmin Zhujiang, 2021 The spatial interpolation based on the limited observation data of precipitation stations is an effective means to explore the spatial characteristics of precipitation.This paper briefly introduces a spatial interpolation model based on the information ...
HUANG Huaping, YIN Kaixia, JIN Gaoyang
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Comparison of sensitivity of interpolation methods by rain gauge network density [PDF]
علوم و مهندسی آبیاریDifferent interpolation methods, each with their own strengths and weaknesses, are used to temporal and spatial estimation of precipitation. The accuracy of this estimate depends on the density of point data measured at rain gauge stations. In this study,
Amin Kanooni, Erfan Faraji Amogein
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Optimale Methoden zur Interpolation von Umweltvariablen in Geographischen Informationssystemen [PDF]
Geographica HelveticaIn Geographie Information Systems there are many applications where the objeets of study can only be described by sampling information at selected point locations and by subsequent interpolation.
P. A. Burrough
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Estimating rainfall and water balance over the Okavango River Basin for hydrological applications [PDF]
, 2006 A historical database for use in rainfall-runoff modeling of the Okavango River Basin in Southwest Africa is presented. The work has relevance for similar data-sparse regions.
Adeyewa +24 more
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Robust variable-fidelity optimization of microwave filters using co-Kriging and trust regions [PDF]
, 2013 A
Couckuyt, Ivo +3 more
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Rapid generation method of RSS fingerprint data in underground roadway
Gong-kuang zidonghua, 2016 In view of problem of low efficiency of traditional sampling of RSS fingerprint data point by point in underground roadway, a rapid generation method of RSS fingerprint data based on Kriging interpolation algorithm was proposed. Firstly, theory variogram
WANG Yongxing, HUA Gang, ZHANG Xin
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Multi-objective design of antenna structures using variable-fidelity EM simulations and co-kriging [PDF]
, 2014 A methodology for low-cost multi-objective design of antenna structures is proposed. To reduce the computational effort of the design process the initial Pareto front is obtained by optimizing the response surface approximation (RSA) model obtained from ...
Couckuyt, Ivo +3 more
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Cost-efficient modeling of antenna structures using Gradient Enhanced Kriging [PDF]
, 2015 Reliable yet fast surrogate models are indispensable in the design of contemporary antenna structures. Data-driven models, e.g., based on Gaussian Processes or support-vector regression, offer sufficient flexibility and speed, however, their setup cost ...
Bekasiewicz, A +5 more
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