Do the species on our earth change over time?

Yes, it is called evolution. It happens because individuals in the species die and new ones are born. The new individuals are slightly different than the old individuals. Selection processes of many different types cause more individuals that are less well adapted to the selection criteria to die, resulting in shifts that result in the species being better adapted overall to those selection criteria.