An out of balance tyre, perhaps in combination with some slight wear on the wheel bearings, sounds like the likely culprit.
The reason why the rattling would only stop some time after lift-off, is because the wheel doesn’t stop rotating immediately after it leaves the surface, but still spins down for a while.
Once the gear is selected up, wheel brakes are applied and the wheels stop spinning.