This Research Front comprises papers on new diagnostics for marine and freshwater systems and evolves from a workshop held in Sydney in September 2014. The workshop explored the application of new ecosystem observation technologies, and how their systematic application can support improved understanding of the complex causes of ecosystem change, and humanity’s role as a significant driver of that change.