This will help to increase the memory depth, i mean storage of the signal. Is it correct?
Yes.
I can go well below 100kSamples / sec is it correct?
Yes.
(RIGOL DHO924)too many pages just for specifications and way too long for me to(RTM)

Bandwidth describes the range of frequencies you’re oscilloscopes’ analog front end can accurately measure; from the tip of your scope probe to (in your case) the input of the analog to digital converter (ADC).
It is defined as the frequency at which a sinusoidal input signal is attenuated to 70.7% of its original amplitude, which is also known as the -3 dB point. (does VRMS 0.707 ring a bell? “Pun Intended.”
Now we get into (Nyquist) you can
Look that one up.
I recommended that the bandwidth of your oscilloscope be three to five times the highest frequency component of interest in the measured signal to capture the signal with minimal amplitude error.
Now the Acquisition system of your scope; sample rate and memory depth.
If you want to save memory you want to capture just one period & that of course is application specific.
example : If your scope has 1 Mpts
“1 million points” of memory.
At 1GS/s you can only record for one millisecond.
At 100kS/s you can record for 10 seconds.
Which of course, is more memory, but you can see glitches or anomalies for capturing slow moving data protocols (like I2C & UART). Again, application specific.