This can be achieved by starting without horizontal momentum and pressing jump and then forward while still holding jump (or repressing jump).
These inputs can be done in rapid succession or with a short delay.
Shinesparking in water can be done the same way, but requires a slightly longer delay between the jump and forward presses, and it is particularly important to ensure Samus has no horizontal momentum.
See also: Tech Page