This document discusses research data repositories and infrastructures for digital science. It provides background on research data being valuable assets and new technologies enabling more data-intensive research. It describes challenges around incentivizing researchers, training, and funding to build and connect research data repository infrastructure according to international standards. Examples of existing subject-specific repositories are given. The re3data.org registry of research data repositories aims to provide global coverage across disciplines and support open sharing of research data.