The fact that water accounts for about 71% of the Earth’s surface is common knowledge. What is less known, however, is that this water mass is constantly redistributing and that such changes can be responsible for floods and droughts. The EGSIEM project set out to integrate the redistribution of this mass into Earth Observation data products, in order to help predict these events.