Naslov
Key structural features promoting radical driven degradation of emerging contaminants in water

Autori
Cvetnić, Matija ; Novak Stankov, Mirjana ; Kovačić, Marin ; Ukić, Šime ; Bolanča, Tomislav ; Kušić, Hrvoje ; Rasulev, Bakhtiyor ; Dionysiou, Dionysios D. ; Lončarić Božić, Ana

Izvornik
Environment international (0160-4120) 124 (2019); 38-48

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
advanced oxidation processes ; contaminants of emerging concern ; hydroxyl radical ; quantitative structure-property relationship ; sulfate radical

Sažetak
Diverse contaminants of emerging concern (CECs) can be found in nowadays aquatic environment, possessing high potential to cause adverse ecological and human health effects. Due to their recalcitrance, conventional water treatment methods are shown to be inadequately effective. Thus, their upgrade by advanced oxidation processes, involving the generation of highly reactive species (HO[rad] and SO 4 − [rad]), is highly demanded. In order to assess the susceptibility of CECs by HO[rad] and SO 4 − [rad], as well as to determine the corresponding reaction rate constants k HO[rad] and k SO 4 [rad] − , the complex experimental studies has to be maintained. The alternative is the application of modeling approaches which correlate structural characteristics with activities/properties of interest, i.e. quantitative structure activity/property relationship (QSAR/QSPR). In this study k HO[rad] and k SO 4 [rad] − of fifteen selected CECs were determined by competitive kinetics, and afterward used to elucidate key structural features promoting their degradation. In that purpose, QSPR models were constructed using multiple linear regression (MLR) combined with genetic algorithm (GA) approach. The models were submitted to the internal and external validation (using additional set of 17 CECs). Selected 3-variable models predicting k HO[rad] and k SO 4 [rad] − were characterized with high accuracy and predictivity (R 2 = 0.876 and Q 2 = 0.847 and R 2 = 0.832 and Q 2 = 0.778, respectively). Although selected models at the first sight include descriptors derived through complicated calculation procedures, their weighting schemes indicate on their relevance and transparency toward established reaction theories and differences regarding radical type. © 2019 Elsevier Ltd

Izvorni jezik
Engleski

Znanstvena područja
Kemija, Interdisciplinarne prirodne znanosti, Interdisciplinarne tehničke znanosti

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