A recent study has investigated around 100,000 localized seismic events to search for patterns in the data. University of Tokyo Professor Satoshi Ide discovered that earthquakes of differing magnitudes have more in common than was previously thought. This suggests development of early warning systems may be more difficult than hoped. But conversely, similarities between some events indicate that predictable characteristics may aid researchers attempting to forecast seismic events.
Since the 1980s, seismologists have wondered how feasible it might be to predict how an earthquake will behave given some information about its initial conditions—in particular, whether the eventual magnitude could be determined based on seismic measurements near the epicenter. Most researchers consider this idea improbable, given the randomness of earthquake behavior, but Ide thinks there’s more to it than that.
“Taking inspiration from a study comparing different-sized earthquakes, I decided to analyze a seismic dataset from a region known as the Tohoku-Hokkaido subduction zone in eastern Japan,” said Ide. “A systematic comparison of around 100,000 seismic events over 15 years leads me to believe earthquakes are not different in random ways but share many similarities.”
To draw comparisons between earthquakes, Ide first selected the larger examples from the dataset with magnitudes greater than 4.5. He also selected smaller earthquakes in the same regions as these larger ones. Ide then ascertained mathematically how similar seismic signals were between pairs of large and small earthquakes. He used a statistical function for the comparison of signals called a cross-correlation on data from 10 seismic stations close to the pairs of earthquakes in each case.
“Some pairs of large and small earthquakes start with exactly the same shaking characteristics, so we cannot tell the magnitude of an earthquake from initial seismic observations,” explained Ide. “This is bad news for earthquake early warning. However, for future forecasting attempts, given this symmetry between earthquakes of different magnitudes, it is good to know they are not completely random.”
The study is published in Nature.
Frequent observations of identical onsets of large and small earthquakes, Nature (2019). DOI: 10.1038/s41586-019-1508-5
Note: The above post is reprinted from materials provided by University of Tokyo.