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Updated: Jun 26, 2026

Split Point Analysis and Uncertainty Quantification of Thermal-Optical Organic/Elemental Carbon Measurements
Published on: September 7, 2019
Uncertainty due to volumetric operations is often underestimated
Bruno Wampfler1, Matthias Rösslein
1Empa, Swiss Federal Laboratories for Materials Testing and Research, St. Gallen, Switzerland. bruno.wampfler@empa.ch
This study found that volumetric operations in titration may be underestimated by up to four times. Realistic standard uncertainties for titration were calculated, revealing key contributions to overall measurement uncertainty.
Area of Science:
- Analytical Chemistry
- Metrology
Background:
- Accurate uncertainty estimation is crucial for reliable analytical measurements.
- Current methods may underestimate uncertainty associated with volumetric operations in titration.
Purpose of the Study:
- To evaluate minimum and maximum combined standard uncertainties for titration standards.
- To compare calculated uncertainties with reproducibility standard deviations.
- To identify and rank contributions to titrimetric uncertainty.
Main Methods:
- Evaluation of fifteen international titration standards.
- Determination of minimum and maximum combined standard uncertainties under varying analytical conditions (thorough vs. high time pressure).
- Calculation of realistic standard uncertainties for individual influence quantities using a top-down approach.
Main Results:
- Combined standard uncertainties were determined, with maximum values reflecting high time pressure.
- A top-down approach revealed volumetric operation uncertainties up to four times higher than bottom-up estimates.
- A ranking of uncertainty contributions for titrimetric results was established.
Conclusions:
- Uncertainty in volumetric operations during titration is likely significantly underestimated.
- The top-down approach provides a more realistic assessment of titration uncertainty.
- Understanding uncertainty contributions is vital for improving analytical method accuracy.
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