Hi,
I am looking at getting a capacitive soil moisture sensor with the following schematic.

I understand the power supply stage (bottom), and I understand the 555 timer circuit set up in astable mode using the following equation:
which gives me a frequency of 867.9kHz.
For the output stage (top of schematic), from what I can tell the resistor and capacitor are there to give a smoothed signal so an ADC can read it (am I correct in this?). Then is the diode just there to prevent the capacitor from trying to discharge into the 555 timer? Or is it doing something else?
I am looking at getting a capacitive soil moisture sensor with the following schematic.

I understand the power supply stage (bottom), and I understand the 555 timer circuit set up in astable mode using the following equation:

For the output stage (top of schematic), from what I can tell the resistor and capacitor are there to give a smoothed signal so an ADC can read it (am I correct in this?). Then is the diode just there to prevent the capacitor from trying to discharge into the 555 timer? Or is it doing something else?