title: Probabilistic environmental risk assessment of five nanomaterials (nano-TiO2, nano-Ag, nano-ZnO, CNT, and fullerenes).
abstract: The environmental risks of five engineered nanomaterials (nano-TiO2, nano-Ag, nano-ZnO, CNT, and fullerenes) were quantified in water, soils, and sediments using probabilistic Species Sensitivity Distributions (pSSDs) and probabilistic predicted environmental concentrations (PECs). For water and soil, enough ecotoxicological endpoints were found for a full risk characterization (between 17 and 73 data points per nanomaterial for water and between 4 and 20 for soil) whereas for sediments, the data availability was not sufficient. Predicted No Effect Concentrations (PNECs) were obtained from the pSSD and used to calculate risk characterization ratios (PEC/PNEC). For most materials and environmental compartments, exposure and effect concentrations were separated by several orders of magnitude. Nano-ZnO in freshwaters and nano-TiO2 in soils were the combinations where the risk characterization ratio was closest to one, meaning that these are compartment/ENM combinations to be studied in more depth with the highest priority. The probabilistic risk quantification allows us to consider the large variability of observed effects in different ecotoxicological studies and the uncertainty in modeled exposure concentrations. The risk characterization results presented in this work allows for a more focused investigation of environmental risks of nanomaterials by consideration of material/compartment combinations where the highest probability for effects with predicted environmental concentrations is likely.
authors.affiliation: a EMPA - Swiss Federal Laboratories for Material Science and Technology, Technology and Society Laboratory , St. Gallen , Switzerland and.
authors.forename: Claudia
authors.initials: C
authors.lastname: Coll
authors.affiliation: a EMPA - Swiss Federal Laboratories for Material Science and Technology, Technology and Society Laboratory , St. Gallen , Switzerland and.
authors.forename: Dominic
authors.initials: D
authors.lastname: Notter
authors.affiliation: b ETSS - Environmental, Technical and Scientific Services , Strada , Switzerland.
authors.forename: Fadri
authors.initials: F
authors.lastname: Gottschalk
authors.affiliation: a EMPA - Swiss Federal Laboratories for Material Science and Technology, Technology and Society Laboratory , St. Gallen , Switzerland and.
authors.forename: Tianyin
authors.initials: T
authors.lastname: Sun
authors.affiliation: a EMPA - Swiss Federal Laboratories for Material Science and Technology, Technology and Society Laboratory , St. Gallen , Switzerland and.
authors.forename: Claudia
authors.initials: C
authors.lastname: Som
authors.affiliation: a EMPA - Swiss Federal Laboratories for Material Science and Technology, Technology and Society Laboratory , St. Gallen , Switzerland and.
authors.forename: Bernd
authors.initials: B
authors.lastname: Nowack
mesh_terms: D054750:Ecotoxicology; D004785:Environmental Pollutants / Q000032:analysis* / Q000633:toxicity; D005618:Fresh Water / Q000737:chemistry; D037741:Fullerenes / Q000032:analysis* / Q000633:toxicity; D019015:Geologic Sediments / Q000737:chemistry; D015233:Models, Statistical; D049329:Nanostructures / Q000032:analysis* / Q000633:toxicity; D037742:Nanotubes, Carbon / Q000032:analysis / Q000633:toxicity; D011336:Probability; D018570:Risk Assessment; D012834:Silver / Q000032:analysis* / Q000633:toxicity; D012987:Soil / Q000737:chemistry; D014025:Titanium / Q000032:analysis* / Q000633:toxicity; D015034:Zinc Oxide / Q000032:analysis* / Q000633:toxicity
chemical_list: D004785:Environmental Pollutants; D037741:Fullerenes; D037742:Nanotubes, Carbon; D012987:Soil; C009495:titanium dioxide; D012834:Silver; D014025:Titanium; D015034:Zinc Oxide
keywords: Environmental risk assessment; probabilistic modeling; species sensitivity distributions