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Enhanced coregionalization analysis for simulating vector gaussian random fields
(PERGAMON PRESS, 2012)
Regionalized classification of geochemical data with filtering of measurement noises for predictive lithological mapping
(Springer, 2020)
A method for predictive lithological mapping is proposed, which combines geostatistical simulation of geochemical concentrations with coregionalization analysis and decision-tree classification algorithm. The method consists ...
A turning bands program for conditional co-simulation of cross-correlated Gaussian random fields
(PERGAMON-ELSEVIER SCIENCE LTD, 2008-12)
A Matlab program (TBCOSIM) is provided for co-simulating a set of stationary or intrinsic Gaussian random fields in R-3, whose simple and cross-covariance functions are fitted by a linear model of coregionalization. It ...
The effective sample size for multivariate spatial processes with an application to soil contamination
(2021)
Effective sample size accounts for the equivalent number of independent observations contained in a sample of correlated data. This notion has been widely studied in the context of univariate spatial variables. In that ...
Spectral mixture kernels for Multi-Output Gaussian processes
(Universidad de Chile, 2017)
Multi-Output Gaussian Processes (MOGPs) are the multivariate extension of Gaussian processes (GPs \cite{Rasmussen:2006}), a Bayesian nonparametric method for univariate regression. MOGPs address the multi-channel regression ...
Comparative regional analysis of the development of spanish local administration in internet (1997-2002)Análisis comparativo regional del desarrollo de la administración local española en internet (19997-2002)
(Instituto de Investigaciones Bibliotecológicas y de la Información, 2009)
Geoestatística multivariada na delimitação de zonas de manejo na cultura de cana-de-açúcar
(Universidade Estadual Paulista (Unesp), 2014-12-10)
cana-de-açúcar é uma cultura energética importante comercialmente devido a sua alta produtividade em biomassa e devido seu excelente equilíbrio de gases de efeito estufa e o uso eficiente dos recursos energéticos. Portanto, ...
Simulação sequencial na interpolação dos dados de entrada ou saída do modelo de lixiviação do software Araquá
(Universidade Estadual Paulista (Unesp), 2015-11-12)
The interface between simulators of pesticide environmental behavior and fate and geoprocessing softwares has been increasingly used in environmental risk assessment studies. In this context, the use of geostatistics, which ...