Weather Risk Attribution Forecast
...With these motivations in mind, we developed the Weather Risk Attribution Forecast (WRAF) system to provide information about the human role in extreme events at the monthly scale (Lawal et al. 2015). The WRAF was designed as a proactive system that would calculate event attribution metrics before the occurrence of the events, with the realization that most analyzed events would never materialize. There were four main objectives:
to demonstrate the feasibility of a global proactive event attribution system;
to gain experience with the usage of a proactive event attribution service;
to share lessons from that experience with other institutions; and
to provide a preliminary attribution information service.
Figure 1.

The attribution hindcast (i.e., using observed SSTs) issued for June 2011 for the effect of anthropogenic greenhouse gases on the chance of (top) an unusually hot month and (bottom) an unusually wet month in each of 58 regions, using 60 simulations per scenario (issued in August 2011).