Results 1 to 10 of about 917,077 (211)
Spatial interpolation of water quality index based on Ordinary kriging and Universal kriging
Geomatics, Natural Hazards & Risk, 2023 Water is a very vital needed substance in order to maintain the important activities of humans. However, contaminated water can transmit diseases such as typhoid, dysentery, diarrhea, cholera and polio.
Mohsin Khan +5 more
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Using universal kriging to improve neighborhood physical disorder measurement. [PDF]
Sociol Methods Res, 2020 Ordinary kriging, a spatial interpolation technique, is commonly used in social sciences to estimate neighborhood attributes such as physical disorder. Universal kriging, developed and used in physical sciences, extends ordinary kriging by supplementing the spatial model with additional covariates.
Mooney SJ +5 more
europepmc +5 more sources
Universal Kriging Prediction of Line-of-Sight Microwave Fading [PDF]
IEEE Access, 2020 Prediction of the severity of multipath fading is fundamental to the design of point-to-point terrestrial fixed microwave links at frequencies below 10 GHz, but error in this prediction may be significant in countries such as Australia, not represented ...
Stephen J. Salamon +2 more
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Enhanced universal kriging for transformed input parameter spaces [PDF]
Probabilistic Engineering Mechanics, 2023 With computational models becoming more expensive and complex, surrogate models have gained increasing attention in many scientific disciplines and are often necessary to conduct sensitivity studies, parameter optimization etc. In the scientific discipline of uncertainty quantification (UQ), model input quantities are often described by probability ...
Matthias Fischer, Carsten Proppe
semanticscholar +6 more sources
Lietuvos Matematikos Rinkinys, 2000 There is not abstract.
Kęstutis Dučinskas +2 more
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Universal kriging for spatio‐temporal data
Mathematical Modelling and Analysis, 2003 In this article we have used wide applicable classes of spatio‐temporal nonseparable and separable covariance models. One of the objectives of this paper is to furnish a possibility how to avoid the usage of complicated covariance functions.
E. Lesauskiene, K. Dučinskas
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Satellite-Based NO2 and Model Validation in a National Prediction Model Based on Universal Kriging and Land-Use Regression. [PDF]
Environ Sci Technol, 2016 Epidemiological studies increasingly rely on exposure prediction models. Predictive performance of satellite data has not been evaluated in a combined land-use regression/spatial smoothing context.
Young MT +6 more
europepmc +2 more sources
On the classification error rates in terms of semivariograms for Gaussian universal kriging models
Lithuanian Journal of Statistics, 2021 Bayes multiclass classification of spatial Gaussian data following the universal kriging model is considered. The closed-form expressions for the maximum likelihood (ML) estimator of regression parameters and the actual error rate (AER) in terms of ...
Kęstutis Dučinskas, Lina Dreižienė
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Sparse polynomial chaos expansion for universal stochastic kriging [PDF]
Journal of Computational and Applied MathematicsSurrogate modelling techniques have opened up new possibilities to overcome the limitations of computationally intensive numerical models in various areas of engineering and science. However, while fundamental in many engineering applications and decision-making, the incorporation of uncertainty quantification into meta-models remains a challenging ...
J.C. García-Merino +2 more
openaire +5 more sources
Barekeng, 2020 The tendency of increasing industrial and population activities in the city of Bandung causes a decrease in air quality. One material that causes air pollution which is very dangerous for health is particulate matter 2.5 (PM2.5).
Salsabila Eka Putri +2 more
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