Real samples were analyzed using all sensors listed in Table . i.e. K + Val, K + DB, NH4 + , cation and anion selective electrodes. The array consisted of 3 K + Val and two repetitions of each other sensor type, 11 sensors in total. Additional analysis included pH measurement performed with a commercial pH meter. In the next step the composition of the array was refined based on unsupervised data analysis.