Hi Peter, chemometrics ...
Published by Stefan Platikanov, Researcher at Institute of Environmental Assessment and Water Research (IDAEA-CSIC)
Hi Peter, chemometrics methods such as Partial Least Squares regression applied on UV spectroscopy data 200-400nm is very appropriate to obtain a robust calibration model for NO3 using as refernce data your actual sensor/method. This model will work accurately when experimental conditions do not change significantly with time. These conditions include a similar concentration range, stable background of impurities (operational procedures do not change permanently). Otherwise , frequent recalibration steps would be needed. Choosing this chemometric approach you will need to create an experimental system based on continuous flow or fiber optic cables going to a classical UV desktop instrument and kind of chemometric software (commercial) or R, or Python scripts to calculate. Look at this article for information
Dahlen et al. Chemosphere 40 (2000) 71-77.
As alternative to this let say laboratory approach, on the market, also exist UV submergible sensors measuring NO3 and other parameters on line, using their global calibration models.
Hope to be useful,
Stefan