But what happened to the water and the atmosphere?

This has been the main question for Martian researchers in recent decades. What process could strip a planet of its atmosphere and oceans? Was it connected to former volcanic activity, as the dried riverbeds seemed to be associated with the network of huge volcanoes? Many suspected that its remaining water was buried as sub-surface ice beneath the poles.