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Size-Specific, Dynamic, Probabilistic Material Flow Analysis of Titanium Dioxide Releases into the Environment
Yuanfang Zheng1, Bernd Nowack1
1Empa, Swiss Federal Laboratories for Materials Science and Technologies, Technology and Society Lab, Lerchenfeldstrasse 5, 9014 St. Gallen, Switzerland.
Conventional pigments released significant nanoscale titanium dioxide (TiO2) before engineered nanomaterials (ENMs) were marketed. Our size-specific model quantifies these environmental releases, aiding future risk assessments.
Area of Science:
- Environmental Science
- Nanotechnology
- Risk Assessment
Background:
- Existing engineered nanomaterials (ENMs) exposure models often neglect critical factors like particle size, crystalline form, and coatings.
- These factors significantly influence the environmental fate, transport, and toxicity of ENMs.
Purpose of the Study:
- To develop a size-specific, dynamic, probabilistic material flow analysis (MFA) model (ss-DPMFA).
- To quantify the environmental release of nanoscale titanium dioxide (TiO2) originating from conventional TiO2 pigments.
Main Methods:
- Incorporation of particle size distributions into a material flow analysis (MFA).
- Development of a size-specific, dynamic, probabilistic MFA (ss-DPMFA) model.
- Case study using titanium dioxide (TiO2), considering particle size and crystalline forms.
Main Results:
- Before 2000, 22,400 tons of nanosized TiO2 particles were released from conventional pigments.
- In 2016, 50% of nanosized TiO2 released into wastewater originated from pigment fractions.
- The model provides quantitative data on particle size distribution for environmental fate modeling.
Conclusions:
- Conventional pigments are a substantial source of nanoscale TiO2 environmental release.
- The ss-DPMFA model offers enhanced insights into size- and form-specific environmental impacts.
- This approach can facilitate advanced, material-specific hazard and risk assessments for other nanomaterials.
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