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Multivariate Exploratory Analysis of the Bulgarian Soil Quality Monitoring Network.

Authors
  • Yotova, Galina1
  • Hristova, Mariana2
  • Padareva, Monika1
  • Simeonov, Vasil1
  • Dinev, Nikolai2
  • Tsakovski, Stefan1
  • 1 Faculty of Chemistry and Pharmacy, Sofia University "St. Kliment Ohridski", 1 J. Bourchier Blvd., 1164 Sofia, Bulgaria. , (Bulgaria)
  • 2 Institute of Soil Science, Agrotechnologies and Plant Protection "N. Poushkarov", Agricultural Academy, 7 Bansko shose Str., 1331 Sofia, Bulgaria. , (Bulgaria)
Type
Published Article
Journal
Molecules
Publisher
MDPI AG
Publication Date
Aug 16, 2023
Volume
28
Issue
16
Identifiers
DOI: 10.3390/molecules28166091
PMID: 37630343
Source
Medline
Keywords
Language
English
License
Unknown

Abstract

The goal of the present study is to assess the soil quality in Bulgaria using (i) an appropriate set of soil quality indicators, namely primary nutrients (C, N, P), acidity (pH), physical clay content and potentially toxic elements (PTEs: Cu, Zn, Cd, Pb, Ni, Cr, As, Hg) and (ii) respective data mining and modeling using chemometrical and geostatistical methods. It has been shown that five latent factors are responsible for the explanation of nearly 70% of the total variance of the data set available (principal components analysis) and each factor is identified in terms of its contribution to the formation of the overall soil quality-the mountain soil factor, the geogenic factor, the ore deposit factor, the low nutrition factor, and the mercury-specific factor. The obtained soil quality patterns were additionally confirmed via hierarchical cluster analysis. The spatial distribution of the patterns throughout the whole Bulgarian territory was visualized via the mapping of the factor scores for all identified latent factors. The mapping of identified soil quality patterns was used to outline regions where additional measures for the monitoring of the phytoavailability of PTEs were required. The suggested regions are located near to thermoelectric power plants and mining and metal production facilities and are characterized by intensive agricultural activity.

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