I know, but we are going for worst case scenario. The above would be what is potentially likely to happen if we had a caldera eruption on the scale of the Huckleberry Ridge or Lava Creek eruptions. Smaller eruptions probably wouldn't affect many people other than those directly around it and downwind of it (ash).
Volcanoes are quite easy to predict eruption wise but only when they are nearing eruption (usually days/weeks for normal volcanoes), potentially a weeks to a year for large "super" volcanoes using seismic imaging (velocity modelling to compare hot/cold rock), uplift rates and heatflow readings. As you said though we don't really have any long term ideas and the notion that Yellowstone is overdue a big eruption is rubbish. As I said earlier Horizon and their Yellowstone episode a few years ago has a lot to answer for.
On a similar note Long Valley is another large caldera volcano. The ski resort of Mammoth is right next to it, in the 80s a dome started inflating within the old caldera, alongside significant seismic activity. It then calmed down again, but not before the USGS released some data that was picked up by the media, who scaremongered the whole thing up and caused massive issues in mammoth town and the surrounding area economically. Just goes to show an increase in seismics and uplift rates doesn't neessarily mean anything.
Volcanoes are quite easy to predict eruption wise but only when they are nearing eruption (usually days/weeks for normal volcanoes), potentially a weeks to a year for large "super" volcanoes using seismic imaging (velocity modelling to compare hot/cold rock), uplift rates and heatflow readings. As you said though we don't really have any long term ideas and the notion that Yellowstone is overdue a big eruption is rubbish. As I said earlier Horizon and their Yellowstone episode a few years ago has a lot to answer for.

On a similar note Long Valley is another large caldera volcano. The ski resort of Mammoth is right next to it, in the 80s a dome started inflating within the old caldera, alongside significant seismic activity. It then calmed down again, but not before the USGS released some data that was picked up by the media, who scaremongered the whole thing up and caused massive issues in mammoth town and the surrounding area economically. Just goes to show an increase in seismics and uplift rates doesn't neessarily mean anything.