Search Results - "Tsakovski, Stefan"
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Comparison of the variable importance in projection (VIP) and of the selectivity ratio (SR) methods for variable selection and interpretation
Published in Journal of chemometrics (01-10-2015)“…This study compares the application of two variable selection methods in partial least squares regression (PLSR), the variable importance in projection (VIP)…”
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2
Environmental Analytical Chemistry
Published in Molecules (Basel, Switzerland) (01-01-2024)“…Environmental analytical chemistry has evolved into a well-established interdisciplinary field (analytical chemistry, pollution chemistry, chemical…”
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3
Water quality assessment of a river catchment by the composite water quality index and self-organizing maps
Published in Ecological indicators (01-01-2021)“…[Display omitted] •Original water quality assessment approach combining CCME WQI and SOM is proposed.•Distinct CCME WQI patterns among the investigated river…”
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Principal Component Analysis and the Water Quality Index—A Powerful Tool for Surface Water Quality Assessment: A Case Study on Struma River Catchment, Bulgaria
Published in Water (Basel) (01-05-2023)“…The water quality assessment of the surface water bodies (SWBs) is one of the major tasks of environmental authorities dealing with water management. The…”
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Chemometric Assessment of Bulgarian Wastewater Treatment Plants' Effluents
Published in Molecules (Basel, Switzerland) (25-09-2020)“…Surface water quality strongly depends on anthropogenic activity. Among the main anthropogenic sources of this activity are the wastewater treatment plant…”
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How to Implement User-Friendly BLMs in the Absence of DOC Monitoring Data: A Case Study on Bulgarian Surface Waters
Published in Water (Basel) (01-01-2022)“…The metal bioavailability concept is implemented in the Water Framework Directive (WFD) compliance assessment. The bioavailability assessment is usually…”
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Multivariate Exploratory Analysis of the Bulgarian Soil Quality Monitoring Network
Published in Molecules (Basel, Switzerland) (01-08-2023)“…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,…”
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Assessment of the Water Quality of WWTPs’ Effluents through the Use of Wastewater Quality Index
Published in Applied sciences (01-09-2024)“…Evaluating the efficiency of wastewater treatment plants (WWTPs) and their impact on receiving surface water bodies is a complex and highly significant task…”
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Sediment Assessment of the Pchelina Reservoir, Bulgaria
Published in Molecules (Basel, Switzerland) (11-12-2021)“…The temporal dynamics of anthropogenic impacts on the Pchelina Reservoir is assessed based on chemical element analysis of three sediment cores at a depth of…”
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Influence of Storage Time and Temperature on the Toxicity, Endocrine Potential, and Migration of Epoxy Resin Precursors in Extracts of Food Packaging Materials
Published in Molecules (Basel, Switzerland) (02-12-2019)“…The aim of the present study was to establish a standard methodology for the extraction of epoxy resin precursors from several types of food packages (cans,…”
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Identification of Metabolic Pathways in Daphnia magna Explaining Hormetic Effects of Selective Serotonin Reuptake Inhibitors and 4‑Nonylphenol Using Transcriptomic and Phenotypic Responses
Published in Environmental science & technology (20-08-2013)“…The molecular mechanisms explaining hormetic effects of selective serotonin reuptake inhibitors (SSRIs) and 4-nonylphenol in Daphnia magna reproduction were…”
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Biomonitoring of Potentially Toxic Elements in an Abandoned Mining Region Using Taraxacum officinale: A Case Study on the “Tsar Asen” Mine in Bulgaria
Published in Applied sciences (01-11-2023)“…Mining is a significant industrial and economic activity, but it can also result in ore waste that contains several potentially toxic elements (PTEs)…”
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Assessment of the Bulgarian Wastewater Treatment Plants' Impact on the Receiving Water Bodies
Published in Molecules (Basel, Switzerland) (18-06-2019)“…Deterioration of water quality is a major problem world widely according to many international non-governmental organizations (NGO). As one of the European…”
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Chemometric Evaluation of WWTPs’ Wastewaters and Receiving Surface Waters in Bulgaria
Published in Water (Basel) (01-02-2022)“…Wastewater treatment plant (WWTP) installations are designed and operated to reduce the quantity of pollutants emitted to surface waters receiving treated…”
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Urban air quality assessment using monitoring data of fractionized aerosol samples, chemometrics and meteorological conditions
Published in Journal of environmental science and health. Part A, Toxic/hazardous substances & environmental engineering (06-06-2016)“…The present article deals with assessment of urban air by using monitoring data for 10 different aerosol fractions (0.015–16 μm) collected at a typical urban…”
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Assessment of the water quality of a river catchment by chemometric expertise
Published in Journal of chemometrics (01-11-2010)“…The present paper deals with the successive application of self‐organizing map (SOM) classification and Hasse diagram technique (HDT) as chemometric tool for…”
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Prediction of class membership of biodiesels using chemometrics
Published in Journal of environmental science and health. Part A, Toxic/hazardous substances & environmental engineering (02-01-2015)“…Recently, serious scientific and technological attention is paid to creation of alternative energy sources, including biofuels. The assessment of the quality…”
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18
Statistical modeling of air pollution
Published in Journal of environmental science and health. Part A, Toxic/hazardous substances & environmental engineering (2012)“…The present communication deals with the application of several chemometric methods (principal components analysis, source apportioning on absolute principal…”
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Self-organizing map algorithm for assessing spatial and temporal patterns of pollutants in environmental compartments: A review
Published in The Science of the total environment (20-06-2023)“…The evaluation of the spatial and temporal distribution of pollutants is a crucial issue to assess the anthropogenic burden on the environment. Numerous…”
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Self-organizing maps classification of epidemiological data and toenail selenium content monitored on cancer and healthy patients from Poland
Published in Journal of environmental science and health. Part A, Toxic/hazardous substances & environmental engineering (01-01-2010)“…This paper deals with epidemiological multivariate statistical analysis of cancer and health patients from Pomeranian and Lubuskie Voivodships, Poland. The…”
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