![]() Many seismologists are pessimistic about using machine learning for earthquake prediction citing that it is easy to find a trend in the data going backwards but impossible to find a reliable trend going forwards. Clearly, a system for getting better at detecting earthquakes is certainly needed. Knowing that an earthquake will occur sometime over the next one hundred years is not exactly useful information – humans will need to carry on with their everyday lives and hope that when disaster does strike, they can clear out of dodge. However, this is a far cry from being able to state definitively where and when an earthquake will take place. The United States Geologic Service (USGS) can predict the probabilities that an earthquake will occur over a certain time period in a particular location according to their website. Ideally, we want as much notice as possible to save human lives. However, they only send alerts after an earthquake has already started and can’t give warning more than a day in advance. There is a system in place on the United States West Coast for example called ShakeAlert that can alert civilians that an earthquake is occurring. While detection is difficult, there are ways that we currently use to try and forecast the events to save lives and property from being damaged. A Los Alamos National Lab seismologist and others state that they are much more hopeful that earthquake detection will come to fruition thanks to machine learning. ![]() Earthquake detection has notoriously been very difficult. The rock breaking releases a high amount of energy that then creates the quaking movement of the earth beneath us. If we could get that data, perhaps we could do better at predicting the onset of a dangerous plate shift, but for now we are left to trying to forecast these events.Įarthquakes typically happen when rock breaks near a fault – the boundaries between large plates. The stresses occur at faults that are hundreds of feet beneath the earth. One of the main reasons that earthquakes remain so scary to experts is primarily since we are unable to get sensing data at those depths. It is a reminder that we live on top of a dangerous system of rock plates that are dictated by complicated plate tectonics. Chinese Researchers developing EarthX software for detectionĮarthquakes represent an extremely dangerous manifestation of Mother Nature in our daily lives.Machine learning to help scientists better understand earthquakes.Existing methods of dealing with earthquake events.
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