Recent large earthquakes that caused ground shaking larger than anticipated have generated interest in how to improve earthquake hazard mapping. Issues under discussion include how to evaluate maps’ performance, how to assess their uncertainties, how to make better maps, and how to best use maps given their limitations. An important question is what to do after an earthquake yielding shaking larger than anticipated. Hazard mappers have two choices. One is to regard the high shaking as a low‐probability event allowed by the map, which used estimates of the probability of future earthquakes and the resulting shaking to predict the maximum shaking expected with a certain probability over a given time (Hanks et al. , 2012; Frankel, 2013). The usual choice, however, is to accept that high shaking was not simply a low‐probability event consistent with the map, and revise the map to show increased hazard in the heavily shaken area (Fig. 1). Figure 1. (top) Japanese seismic‐hazard maps before and after the 2011 Tohoku earthquake. The predicted hazard has been increased both along the east coast, where the 2011 earthquake occurred, and on the west coast. (http://www.j-shis.bosai.go.jp/map/?lang=en; last accessed December 2014.) (bottom) Comparison of successive Italian hazard maps (Stein et al. , 2013). The 1999 map was updated to reflect the 2002 Molise earthquake, and the 2006 map will likely be updated after the 2012 Emilia earthquake. Whether and how much to revise a map is complicated, because a new map that better describes the past may or may not better predict the future. For example, increasing the predicted hazard after an earthquake on a fault will make better predictions if the average recurrence time is short compared to the map’s time window but will overpredict future shaking if the average recurrence time is much longer than the map’s time window. …
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