Bayesian Methods for Ion Selective Electrodes
Abstract
With the increasing use of ion‐selective electrodes in environmental and health applications, it is important to know the precision of estimated concentrations. A Bayesian model for non‐linear calibration is introduced which provides estimates of measurement precision by incorporating uncertainty in calibration parameters and inherent random noise in emf response. The analysis of lead in 17 soil samples demonstrates that large gains in precision are possible when calibrations are extended to include multiple electrodes and standard addition data. The results highlight the need for improved calibration and routine use of standard addition as ion selective electrodes become increasingly popular for demanding, real world applications.
Citing Literature
Number of times cited according to CrossRef: 9
- Basim S.O. Alsaedi, Christina M. McGraw, Timothy M. Schaerf, Peter W. Dillingham, Multivariate limit of detection for non-linear sensor arrays, Chemometrics and Intelligent Laboratory Systems, 10.1016/j.chemolab.2020.104016, (104016), (2020).
- Peter W. Dillingham, Basim S.O. Alsaedi, Aleksandar Radu, Christina M. McGraw, Semi-Automated Data Analysis for Ion-Selective Electrodes and Arrays Using the R Package ISEtools, Sensors, 10.3390/s19204544, 19, 20, (4544), (2019).
- Peter Dillingham, Basim S. O. Alsaedi, Sergio Granados-Focil, Aleksandar Radu, Christina McGraw, Establishing meaningful limits of detection for ion-selective electrodes and other non-linear sensors, ACS Sensors, 10.1021/acssensors.9b02133, (2019).
- Jittima Choosang, Apon Numnuam, Panote Thavarungkul, Proespichaya Kanatharana, Tanja Radu, Sami Ullah, Aleksandar Radu, Simultaneous Detection of Ammonium and Nitrate in Environmental Samples Using on Ion-Selective Electrode and Comparison with Portable Colorimetric Assays, Sensors, 10.3390/s18103555, 18, 10, (3555), (2018).
- Peter W. Dillingham, Basim S. O. Alsaedi, Christina M. McGraw, undefined, 2017 IEEE SENSORS, 10.1109/ICSENS.2017.8233898, (1-3), (2017).
- Amy V. Mueller, Harold F. Hemond, Statistical generation of training sets for measuring NO 3 − , NH 4 + and major ions in natural waters using an ion selective electrode array , Environmental Science: Processes & Impacts, 10.1039/C6EM00043F, 18, 5, (590-599), (2016).
- Matti Kaisti, Zhanna Boeva, Juho Koskinen, Sami Nieminen, Johan Bobacka, Kalle Levon, Hand-Held Transistor Based Electrical and Multiplexed Chemical Sensing System, ACS Sensors, 10.1021/acssensors.6b00520, 1, 12, (1423-1431), (2016).
- Lukasz Mendecki, Tolulope Fayose, Kelli A. Stockmal, Jia Wei, Sergio Granados-Focil, Christina M. McGraw, Aleksandar Radu, Robust and Ultrasensitive Polymer Membrane-Based Carbonate-Selective Electrodes, Analytical Chemistry, 10.1021/acs.analchem.5b01756, 87, 15, (7515-7518), (2015).
- Andrzej Kozyra, Józef Wiora, Alicja Wiora, Calibration of potentiometric sensor arrays with a reduced number of standards, Talanta, 10.1016/j.talanta.2012.06.030, 98, (28-33), (2012).




