On 2-9th April 2001 the Energetic and Relativistic Nuclei and Electron (ERNE) instrument on the Solar and Heliospheric Observatory (SOHO) observed three gradual solar energetic particle (SEP) events separated by 9 hour and 7days respectively, in association with three effective solar flares and coronal mass ejections (CMEs).
In this paper, a study of MESEP events was considered. As the definition of this phenomenon suggested there might be many sources for each MESEP event. This event has been examined in order to view the different sources that might relate to suspected accelerator of the SEPs. A careful analysis for the spectra and associated emission with such eruptions was made. Soft X-ray emission was observed by the Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES)Geostationary Operational Environment Satellite (GOES) Geostationary Operational Environment Satellite (GOES) was used to indicate the associated solar flares, earth radio stations were used to determine the associated radio emissions. While three instruments, beside (ERNE) were used from the SOHO satellite, the Large Angle Spectrometric Coronagraph (LASCO) to follow the CMEs, the Extreme-ultraviolet Imaging Telescope (EIT) for observing the Morton waves to indicate the CME location and the Charge, Element, and Isotope Analysis System CELIAS to indicate the shock waves caused by CMEs.
In this paper three techniques for image compression are implemented. The proposed techniques consist of three dimension (3-D) two level discrete wavelet transform (DWT), 3-D two level discrete multi-wavelet transform (DMWT) and 3-D two level hybrid (wavelet-multiwavelet transform) technique. Daubechies and Haar are used in discrete wavelet transform and Critically Sampled preprocessing is used in discrete multi-wavelet transform. The aim is to maintain to increase the compression ratio (CR) with respect to increase the level of the transformation in case of 3-D transformation, so, the compression ratio is measured for each level. To get a good compression, the image data properties, were measured, such as, image entropy (He), percent r
... Show MoreIn this paper three techniques for image compression are implemented. The proposed techniques consist of three dimension (3-D) two level discrete wavelet transform (DWT), 3-D two level discrete multi-wavelet transform (DMWT) and 3-D two level hybrid (wavelet-multiwavelet transform) technique. Daubechies and Haar are used in discrete wavelet transform and Critically Sampled preprocessing is used in discrete multi-wavelet transform. The aim is to maintain to increase the compression ratio (CR) with respect to increase the level of the transformation in case of 3-D transformation, so, the compression ratio is measured for each level. To get a good compression, the image data properties, were measured, such as, image entropy (He), percent root-
... Show MoreThis Book is the second edition that intended to be textbook studied for undergraduate/ postgraduate course in mathematical statistics. In order to achieve the goals of the book, it is divided into the following chapters. Chapter One introduces events and probability review. Chapter Two devotes to random variables in their two types: discrete and continuous with definitions of probability mass function, probability density function and cumulative distribution function as well. Chapter Three discusses mathematical expectation with its special types such as: moments, moment generating function and other related topics. Chapter Four deals with some special discrete distributions: (Discrete Uniform, Bernoulli, Binomial, Poisson, Geometric, Neg
... Show MoreIn this paper, estimation of system reliability of the multi-components in stress-strength model R(s,k) is considered, when the stress and strength are independent random variables and follows the Exponentiated Weibull Distribution (EWD) with known first shape parameter θ and, the second shape parameter α is unknown using different estimation methods. Comparisons among the proposed estimators through Monte Carlo simulation technique were made depend on mean squared error (MSE) criteria
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