Intrinsic random functions and universal kriging on the circle [PDF]
Statistics & Probability Letters, 2016 14 pages, initial ...
Chunfeng Huang +2 more
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Soil and Water Research, 2013 North Bohemia belongs to one of the most heavily industrialized and polluted regions in Europe. The enormous acid deposition which culminated in the 1970s has largely contributed to the accelerated acidification process in the soils and consequently to ...
Radim VAŠÁT +4 more
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Spatio-Temporal Analysis of Drought Severity Using Drought Indices and Deterministic and Geostatistical Methods (Case Study: Zayandehroud River Basin) [PDF]
Desert, 2016 Drought monitoring is a fundamental component of drought risk management. It is normally performed using various drought indices that are effectively continuous functions of rainfall and other hydrometeorological variables.
A. Afzali +8 more
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Maps of prediction variance by using universal kriging (left) and Bayesian universal kriging (right),here X-coord = Latitude and Y-coord = Longitude. [PDF]
, 2016 Maps of prediction variance by using universal kriging (left) and Bayesian universal kriging (right),here X-coord = Latitude and Y-coord = Longitude.
Erum Zahid (3183477) +6 more
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, 2023 Accurate velocity reconstruction is essential for assessing coronary artery disease. We propose a Gaussian process method to reconstruct the velocity profile using the sparse data of the positron emission particle tracking (PEPT) in a biological ...
Hamed Keramati (17636215) +3 more
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Maps of predicted sodium concentrations (mg/L) by using universal kriging (left) and Bayesian universal kriging (right), here X-coord = Latitude and Y-coord = Longitude. [PDF]
, 2016 Maps of predicted sodium concentrations (mg/L) by using universal kriging (left) and Bayesian universal kriging (right), here X-coord = Latitude and Y-coord = Longitude.
Erum Zahid (3183477) +6 more
core +1 more source
Augmenting Geostatistics with Matrix Factorization: A Case Study for House Price Estimation
ISPRS International Journal of Geo-Information, 2020 Singular value decomposition (SVD) is ubiquitously used in recommendation systems to estimate and predict values based on latent features obtained through matrix factorization.
Aisha Sikder, Andreas Züfle
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Enhanced universal kriging for transformed input parameter spaces
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
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Regional scale surface of the top of the Variscan basement in the central sector of Italy
Journal of Maps, 2023 In this study, we combined regional geology and geostatistical analytical processing to model the top surface of the Variscan basement in Italy. This surface, which is overlain by the pre-Alpine sedimentary cycle (Upper Carboniferous – Permian) followed ...
Eugenio Trumpy +2 more
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Rudarsko-geološko-naftni Zbornik, 2016 Universal Kriging has not until now been used for mapping of geological data in Croatia. However, it is one of the most frequently used methods of Kriging, probably the most adequate in cases when the input data is marked by a common trend.
Ivana Mesić Kiš
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