  We address open quantum systems out-of-equilibrium as effective quantum
probes for the characterisation of their environment. We discuss estimation
schemes for parameters driving a de-phasing evolution of the probe and then
focus on qubits, establishing a relationship between the quantum Fisher
information and the residual coherence of the probe. Finally, we apply our
results to the characterisation of the ohmicity parameter of a bosonic
environment.
