Representativeness of in situ spot sampling was assessed in dynamic coastal waters.

Euphotic depths undergo high spatio-temporal variability in SW-Finnish archipelago.

Spot samples sometimes fail to represent their surroundings even on a local scale.

A procedure to detect spatio-temporal anomalies is presented for spot sample data.

Sampling frequency needs to be adapted to the overall local variability.