Measure the pressure of a fixed water level,
But put it overnight, the pressure gauge value changes obviously
Can you tell us more about the behavior you are observing? What was the magnitude of the pressure change, and over what period of time?
The atmospheric pressure can change, and the sensor will show that.
Do you have some log or graph to show us what you see?