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Studies of short and long memory in mining-induced seismic processes
Authors:Stanis?aw W?glarczyk  Stanis?aw Lasocki
Institution:1.Faculty of Environmental Engineering,Cracow University of Technology,Kraków,Poland;2.Faculty of Geology, Geophysics and Environmental Protection,AGH University of Science and Technology,Kraków,Poland
Abstract:Memory of a stochastic process implies its predictability, understood as a possibility to gain information on the future above the random guess level. Here we search for memory in the mining-induced seismic process (MIS), that is, a process induced or triggered by mining operations. Long memory is investigated by means of the Hurst rescaled range analysis, and the autocorrelation function estimate is used to test for short memory. Both methods are complemented with result uncertainty analyses based on different resampling techniques. The analyzed data comprise event series from Rudna copper mine in Poland. The studies show that the interevent time and interevent distance processes have both long and short memory. MIS occurrences and locations are internally interrelated. Internal relations among the sizes of MIS events are apparently weaker than those of other two studied parameterizations and are limited to long term interactions.
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