The Role of Ground Truth in Improved Identification of Mining Explosion Signals Utilization of Calibration Explosions and Acoustic Signals

نویسندگان

  • Brian Stump
  • Chris Hayward
چکیده

The characterization and identification of small magnitude seismic sources using regional observations involves the analysis of signals from natural and man made sources. Proper event classification will depend upon the appropriate assessment of source and propagation path effects. Our work is intended to investigate supplementary procedures and data sets that can improve source characterization procedures. Several approaches to improved source identification procedures have been investigated including: (1) Execution of contained calibration explosions; (2) Utilization of regional array data for improved separation of source and propagation path effects; (3) Development of in-mine ground truth through mine records or on site instrumentation; (4) Combining seismic and infrasound data for source characterization. A series of single-fired calibration shots were detonated in a mine in NE Wyoming for the purpose of developing source scaling relations and comparison to typical delay-fired explosions. Regional data from these explosions are consistent with a simple Mueller-Murphy source model. The variation in seismograms across regional arrays is used to contrast local site effects with source and regional propagation contributions. The three IMS arrays in the western US TXAR, PDAR and NVARwere used in the study. TXAR with its homogeneous geology shows the least variability and NVAR with instruments in seven different rock types shows the greatest variation in both amplitudes and wave shapes. Ground truth from controlled mining explosions can be obtained from typical blasting records maintained by the mines or more directly from close-in seismic and acoustic observations from within the mine. Mines in the Iron Range (IR) of Minnesota, the Powder River Basin (PRB) in Wyoming, and the Porphyry Copper District (PCD) of east central Arizona and south west New Mexico were used in gathering ground truth ranging from mine records (IR) to in-mine monitoring (PRB and PCD). The contribution of this information to regional monitoring is compared and contrasted. The focus of this paper will be on the in-mine ground truth developed in the PCD and applied to to regional seismic and infrasonic signals. Seismic and infrasonic signals both in-mine and at regional distances will be used in characterizing the source and propagation path effects.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Seismic Calibration and Discrimination in Northeast Russia

In an effort to obtain ground truth (GT) classifications in support of nuclear explosion monitoring for continental regions of northeastern Russia, we relocated and assigned GT classifications to 118 seismic events reported in the International Seismological Centre (ISC) supplemented with previously unavailable local data. Of the relocated events, 26 events are classified as GT10. From these ev...

متن کامل

Cluster Analysis of Acoustic Emission Signals for Carbon/Epoxy Composite in Four-point Bending Test (RESEARCH NOTE)

Due to the extensive use of composites in various industries and the fact that defects reduce ultimate strength and efficiency during operation, detection of failures in composite parts is very important. The aim of this paper is to use Acoustic Emission (AE) non-destructive method in four-point bending test of carbon/epoxy composite to analyze and examine the failure mechanisms. This method is...

متن کامل

Combining pattern recognition and deep-learning-based algorithms to automatically detect commercial quadcopters using audio signals (Research Article)

Commercial quadcopters with many private, commercial, and public sector applications are a rapidly advancing technology. Currently, there is no guarantee to facilitate the safe operation of these devices in the community. Three different automatic commercial quadcopters identification methods are presented in this paper. Among these three techniques, two are based on deep neural networks in whi...

متن کامل

Gene regulation network fitting of genes involved in the pathophysiology of fatty liver in the mice by promoter mining

Background and Aim: Non-Alcoholic Fatty Liver Disease (NAFLD) is the major cause of chronic liver disease in developed countries. In this study, we identified the most important transcription factors and biological mechanisms affecting the incidence of fatty liver disease using the promoter region data mining. Materials and Methods In this study, at first, the marker genes associated with this...

متن کامل

A Free-Source Method (FrSM) for Accurately and Quickly Calibrating a Large-Aperture Microphone Array

Large-aperture microphone arrays can be used to capture and enhance speech from individual talkers in noisy, multi-talker, and reverberant environments. An important factor for their use is array calibration. Due to the size and complexity of these arrays, direct-measuring techniques such as using a measuring tape or a laser-based tool are too cumbersome and time consuming. Previous methods tha...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2000