PMID- 31174374 OWN - NLM STAT- MEDLINE DCOM- 20191202 LR - 20200225 IS - 1420-3049 (Electronic) IS - 1420-3049 (Linking) VI - 24 IP - 11 DP - 2019 Jun 6 TI - Geochemical Fractionation and Assessment of Probabilistic Ecological Risk of Potential Toxic Elements in Sediments Using Monte Carlo Simulations. LID - 10.3390/molecules24112145 [doi] LID - 2145 AB - The need for further research into potentially toxic elements in Serbian rivers led to an investigation of distributions, sources, and ecological risks in a sample base of sediments from 15 rivers. The analyses were carried out through both experimental and theoretical methods. Geochemical fractionation of Cd, Co, Cr, Cu, Fe, Mn, Ni, Pb, As, V, and Zn in sediments was studied using a sequential extraction procedure. Both a Hakanson risk index (RI) and a Monte Carlo simulation (MCS) were used in order to estimate ecological risk, applying the probability distribution of RI values instead of single-point calculations. In order to both further the development of the used method and include additional processes, software for the simulations was developed instead of using proprietary solutions. Metal fractionation showed high percentage recoveries of Cd, Cr, Co, Cu, Fe, Ni, and V in residual fractions. The high content of Pb, Mn, and Zn in mobile fractions might cause serious environmental concerns. In some localities, Cu and Cd could be problematic elements, since their mobility was high. An environmental assessment based on the described criteria provided risk levels varying from low to median (mainly contributed by Cd and Cu). FAU - Sakan, Sanja AU - Sakan S AUID- ORCID: 0000-0002-1121-2602 AD - Centre of Excellence in Environmental Chemistry and Engineering-ICTM, University of Belgrade, Njegoseva 12, 11158 Belgrade, Serbia. ssakan@chem.bg.ac.rs. FAU - Sakan, Nenad AU - Sakan N AUID- ORCID: 0000-0002-4979-015X AD - Institute of Physics, University of Belgrade, Pregrevica 118, 11080 Zemun, Serbia. nsakan@ipb.ac.rs. FAU - Popovic, Aleksandar AU - Popovic A AD - Faculty of Chemistry, University of Belgrade, Studentski trg 12-16, 11000 Belgrade, Serbia. apopovic@chem.bg.ac.rs. FAU - Skrivanj, Sandra AU - Skrivanj S AD - Faculty of Chemistry, University of Belgrade, Studentski trg 12-16, 11000 Belgrade, Serbia. sandra_skrivanj@chem.bg.ac.rs. FAU - Dordevic, Dragana AU - Dordevic D AD - Centre of Excellence in Environmental Chemistry and Engineering-ICTM, University of Belgrade, Njegoseva 12, 11158 Belgrade, Serbia. dragadj@chem.bg.ac.rs. LA - eng GR - //// GR - 172001/Ministarstvo Prosvete, Nauke i Tehnoloskog Razvoja/ PT - Journal Article DEP - 20190606 PL - Switzerland TA - Molecules JT - Molecules (Basel, Switzerland) JID - 100964009 RN - 0 (Metals, Heavy) RN - 0 (Water Pollutants, Chemical) SB - IM MH - *Environmental Monitoring MH - Geologic Sediments/*chemistry MH - Metals, Heavy/*chemistry/toxicity MH - Monte Carlo Method MH - Risk Assessment MH - Rivers/chemistry MH - Water Pollutants, Chemical/*chemistry/toxicity PMC - PMC6600445 OTO - NOTNLM OT - Monte Carlo simulation OT - geochemical fractionation OT - hierarchical clustering OT - probabilistic ecological risk OT - sediments OT - toxic elements COIS- The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript; or in the decision to publish the results. EDAT- 2019/06/09 06:00 MHDA- 2019/12/04 06:00 PMCR- 2019/06/06 CRDT- 2019/06/09 06:00 PHST- 2019/04/15 00:00 [received] PHST- 2019/05/16 00:00 [revised] PHST- 2019/05/21 00:00 [accepted] PHST- 2019/06/09 06:00 [entrez] PHST- 2019/06/09 06:00 [pubmed] PHST- 2019/12/04 06:00 [medline] PHST- 2019/06/06 00:00 [pmc-release] AID - molecules24112145 [pii] AID - molecules-24-02145 [pii] AID - 10.3390/molecules24112145 [doi] PST - epublish SO - Molecules. 2019 Jun 6;24(11):2145. doi: 10.3390/molecules24112145.