This document discusses provenance and collaboration in science. It presents use cases in astronomy, biology, and other disciplines to illustrate challenges around data packaging, preservation, retrieval and reuse of scientific workflows. These include dealing with large datasets, versioning data from external sources, and understanding and reusing other researchers' workflows. The role of research objects and linked data for supporting provenance, identity, context and the lifecycle of scientific work is also examined.