The initial horizontal velocity of the explosive will be equal to that of the plane but, right from the next moment,the explosive will deaccelerate due to -
(1)The air resistance
(2)Lack of an engine-power to maintain constant horizontal velocity.
As such the explosive will be lagging behind the plane instead of remaining continuously underneath it.
Please clear my doubt.