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Updated: Jan 3, 2026

Split Point Analysis and Uncertainty Quantification of Thermal-Optical Organic/Elemental Carbon Measurements
Published on: September 7, 2019
Measurement uncertainty arising from sampling of environmental samples
Denis Glavič-Cindro1, Eyakifama Hazou2, Matjaž Korun1
1Jožef Stefan Institute, Jamova cesta 39, SI-1000, Ljubljana, Slovenia.
The 2017 ISO/IEC 17025 standard revision requires evaluating sampling uncertainty. This study quantifies sampling uncertainty in gamma-ray spectrometry for environmental samples, finding it significant for air and soil but not tap water.
Area of Science:
- Environmental Science
- Analytical Chemistry
- Metrology
Background:
- The 2017 ISO/IEC 17025 revision mandates the evaluation of sampling uncertainty.
- Accurate uncertainty budgets are crucial for reliable environmental measurements.
Purpose of the Study:
- To evaluate the contribution of sampling procedures to the total uncertainty budget in high-resolution gamma-ray spectrometry.
- To assess sampling uncertainty for environmental soil, tap water, and aerosol filter samples.
Main Methods:
- Statistical analysis of measurements from replicate samples.
- Calculation of sampling uncertainty based on standard deviation and combined uncertainty budget.
- Application to high-resolution gamma-ray spectrometry data.
Main Results:
- Sampling uncertainty was approximately 5% (k=1) for soil samples with low heterogeneity.
- Sampling uncertainty ranged from 30-40% (k=1) for aerosol filter samples.
- Sampling uncertainty was not significant for consecutively collected tap water samples.
Conclusions:
- Sampling uncertainty is a critical component of the total uncertainty budget for certain environmental matrices.
- The significance of sampling uncertainty varies greatly depending on the sample type and its heterogeneity.
- The study provides essential data for improving uncertainty evaluations in environmental gamma-ray spectrometry.
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