Tsunami Explanation Text Earthquake Magnitude Prediction In Hindukush Region Using Machine Learning Techniques

These are smaller earthquakes that happen in the same place as the larger earthquake that follows.

Izmir turkey apartments for rent world map showing earthquake zones. Sometimes an earthquake has foreshocks. Appendix g and to the anomalous tsunami earthquakes whitmore et al. Here we use the known earthquake frequencymagnitude statistics to measure the information that an earthquake is contributing to current hazard calculations.

Although the use of m wp is satisfactory for the majority of the small non tsunamigenic and medium events processed m wp has very serious shortcomings in its application to great earthquakes magnitude greater than 80 to mega earthquakes magnitude greater than 85. Earthquake is one of the most hazardous natural calamity. Earthquakes occur most often along geologic faults narrow zones where rock masses move in relation to one another.

Nat hazards 85471486 google scholar. Use the link below to share a full text version of this article with your friends and colleagues. Earthquake any sudden shaking of the ground caused by the passage of seismic waves through earths rocks.

We aim to identify and compare methods models frameworks and tools used to forecast earthquakes using different parameters. Earthquake magnitude prediction in hindukush region using machine learning techniques natural hazards 101007s11069 016 2579 3 85 1. In this work machine learning techniques are used to identify the location of areas with high probability of asperity existence using as feature vector information extracted solely by earthquake.

A reason to believe that information might be contained in earthquake sequences is the idea that earthquakes bear strong similarities to neural networks in terms of the governing. Earthquake magnitude prediction for hindukush region has been carried out in this research using the temporal sequence of historic seismic activities in combination with the machine learning. The 2004 indian ocean earthquake and tsunami also known as the boxing day tsunami and by the scientific community the sumatraandaman earthquake occurred at 075853 in local time on 26 december with an epicentre off the west coast of northern sumatra indonesiait was an undersea megathrust earthquake that registered a magnitude of 9193 m w reaching a mercalli intensity up to ix.

Learn more about the causes and effects of earthquakes in this article. The location below the earths surface where the earthquake starts is called the hypocenter and the location directly above it on the surface of the earth is called the epicenter.