Fig. 1: Nested sampling design applied in this study.

Based on the LTM data with monthly sample collection for microbiological analyses, HFS campaigns were performed in the summers of 2020 and 2021. In comparison to 2020 where cultivation-based indicators and genetic markers were determined twice a week, the sampling frequency was extended to 4 times per day during the identified precipitation events (“Event sampling”).