Analysis of closed and open numerical systems of geochemical data in spatial statistics environment in order to separate anomalous areas

Abstract Geochemical data are expressed in closed numerical systems due to their non-normality and the presence of outliers. The specificity of such data makes it challenging to analyze them using standard statistical techniques. The U-modeling of log-transformed data represents a novel approach to...

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Bibliographic Details
Main Authors: Mirmahdi Seyedrahimi-Niaraq, Hossein Mahdiyanfar
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-05955-5
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