Multivariate estimation and simulation for environmental data modelling: processing of heavy metals concentration data in soil | Zendy

Babara Namyslowska-Wilczynska | Zendy; A. Wilczyński | Zendy

Open Access

Multivariate estimation and simulation for environmental data modelling: processing of heavy metals concentration data in soil

Author(s) -

Babara Namyslowska-Wilczynska,

A. Wilczyński

Publication year - 2002

Publication title -

data science journal

Language(s) - English

Resource type - Journals

SCImago Journal Rank - 0.358

H-Index - 21

ISSN - 1683-1470

DOI - 10.2481/dsj.1.27

Subject(s) - computer science , scope (computer science) , metadata , usability , data science , open data , implementation , transparency (behavior) , reuse , world wide web , software engineering , engineering , computer security , human–computer interaction , programming language , waste management

Results applying ordinary kriging and cokriging techniques as well as the turning bands simulation method to the survey of heavy metal pollution of the superficial layer (at the depth of 0-20 cm) of soil in a selected mining region of Upper Silesia (S Poland) are presented. The multivariate structural analysis, estimation and conditional simulation was performed on data coming from the regional monitoring of soils. Based on estimated and the simulated cadmium and zinc heavy metal soil concentrations, the most polluted zones and places in the Dabrowa Górnicza region, where environmental monitoring should be instituted again, were determined

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