SciLake is a Horizon Europe research project that aims to leverage (and extend) Science Knowledge Graph (SKG) technologies as the foundation to establish the concept of the scientific lake: an ecosystem to facilitate creating, combining, and querying cross-domain and domain-specific SKGs. SciLake will build a prototype of this concept delivering also, on top of it, a tier of smart services to assist in discovering scientific knowledge and improving research reproducibility.