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Recognition of electrochemical signals using artificial neuronal network
Šílený, Jan ; Kuchta, Radek (referee) ; Hubálek, Jaromír (advisor)
Automatical electrochemical measurements are sources of large data sets intended for further analysis. This work deals with classification, evaluation and processing of electrochemical signals using artificial neural networks. Due to high dimensionality of input data, an autoassociative neural network (AANN) is used in this work. This type of network performs dimensionality reduction via filtering the input data into relatively small number of principal parameters at the bottleneck output. These extracted parameters can be used for classification, evaluation and additional modelling of analyzed data trough the reconstructive part of this network. Furthermore, this work deals with implementation of a feedforward neural network in OpenCL language.
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Legal regulation of special territorial protection of nature and landscape in the Czech Republic
Šílený, Jan ; Žákovská, Karolina (advisor) ; Franková, Martina (referee)
The topic of this diploma thesis is legal regulation of special territorial protection of nature and landscape in the Czech republic. The diploma thesis focuses itself mainly on the legal regulation of large-scaled specially protected areas, however some room is given also to small-scaled specially protected areas and to Natura 2000 system. This diploma thesis is systematically divided into the introduction, three parts and the conclusion. The main part of this thesis is its second part. The fisrt part deals with the protection of the environment in general and its component protection (air protection, water protection, soil protection, forest protection and protection of nature and landscape), and also defines the most important terms in field of nature and landscape protection. The second part of this diploma thesis in its first chapter deals with the differentiation of the general nature and landscape protection from the special protection of nature and landscape, the division into territorial and species protection and the distinction of large-scaled and small-scaled specially protected areas. The second chapter of this section deals with specially protected areas in the Czech republic and also contains units dedicated to individual specially protected areas (national parks, protected landscape...
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Source mechanisms of microseismic events induced by hydraulic fracturing
Staněk, František ; Eisner, Leo (advisor) ; Cornet, Francois (referee) ; Šílený, Jan (referee)
Understanding economic success of unconventional production from shales requires an explanation of the relationship between induced seismicity and hydraulic fracturing. This thesis deals with observing and analyzing synthetic and real microseismic monitoring data acquired during hydraulic fracturing. The thesis is based on observation and analyses of source mechanisms of induced microseismic events that have recently become regularly inverted and interpreted in the oil and gas industry. The results of analyses are interpreted with the geomechanical model of the relationship between hydraulic fracturing and induced seismicity. The study of source mechanisms starts with detailed analyses of spatial distribution of full moment tensor inversion stability. It was mapped based on synthetically computed condition numbers in the vicinity of different monitoring arrays including dense arrays at the surface and sparse arrays with sensors in the boreholes. Stability of inversion was tested under several conditions, mainly dependency on size and geometry of monitoring array and level of noise in the data. In this part of the thesis it is shown that dense surface arrays may provide very stable inversion of source mechanisms which may be interpreted. The study shows that an increasing percentage of non-shear...
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Legal regulation of special territorial protection of nature and landscape in the Czech Republic
Šílený, Jan ; Žákovská, Karolina (advisor) ; Franková, Martina (referee)
The topic of this diploma thesis is legal regulation of special territorial protection of nature and landscape in the Czech republic. The diploma thesis focuses itself mainly on the legal regulation of large-scaled specially protected areas, however some room is given also to small-scaled specially protected areas and to Natura 2000 system. This diploma thesis is systematically divided into the introduction, three parts and the conclusion. The main part of this thesis is its second part. The fisrt part deals with the protection of the environment in general and its component protection (air protection, water protection, soil protection, forest protection and protection of nature and landscape), and also defines the most important terms in field of nature and landscape protection. The second part of this diploma thesis in its first chapter deals with the differentiation of the general nature and landscape protection from the special protection of nature and landscape, the division into territorial and species protection and the distinction of large-scaled and small-scaled specially protected areas. The second chapter of this section deals with specially protected areas in the Czech republic and also contains units dedicated to individual specially protected areas (national parks, protected landscape...
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Source mechanisms of microseismic events induced by hydraulic fracturing
Staněk, František ; Eisner, Leo (advisor) ; Cornet, Francois (referee) ; Šílený, Jan (referee)
Understanding economic success of unconventional production from shales requires an explanation of the relationship between induced seismicity and hydraulic fracturing. This thesis deals with observing and analyzing synthetic and real microseismic monitoring data acquired during hydraulic fracturing. The thesis is based on observation and analyses of source mechanisms of induced microseismic events that have recently become regularly inverted and interpreted in the oil and gas industry. The results of analyses are interpreted with the geomechanical model of the relationship between hydraulic fracturing and induced seismicity. The study of source mechanisms starts with detailed analyses of spatial distribution of full moment tensor inversion stability. It was mapped based on synthetically computed condition numbers in the vicinity of different monitoring arrays including dense arrays at the surface and sparse arrays with sensors in the boreholes. Stability of inversion was tested under several conditions, mainly dependency on size and geometry of monitoring array and level of noise in the data. In this part of the thesis it is shown that dense surface arrays may provide very stable inversion of source mechanisms which may be interpreted. The study shows that an increasing percentage of non-shear...
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The source process of Greek earthquakes
Křížová, Dana ; Zahradník, Jiří (advisor) ; Málek, Jiří (referee) ; Šílený, Jan (referee)
Title: The source process of Greek earthquakes Author: Dana K ížová Department: Department of Geophysics Supervisor of the doctoral thesis: Prof. RNDr. Ji í Zahradník DrSc., Department of Geophysics Abstract: Investigations of moment tensor (MT) and its uncertainty are topical. This thesis is focused on isotropic component of three shallow earthquakes: Event A in Cretan Sea (Mw 5.3) and two events near Santorini island, B (Mw 4.9) and C (Mw 4.7). MT is inverted from full waveforms in an assumed 1D velocity model. The inverse problem is non-linear in centroid depth and time, and linear in six MT parameters, one is the MT-trace. Uncertainty of isotropic component is studied by a new approach (K ížová et al., 2013). The trace is systematically varied, and remaining parameters are optimized. The method reveals tradeoffs between the isotropic component, depth, time, and focal mechanism. From two existing velocity models, we prefer the one with lower condition number, in which a (positive) isotropic component is indicated for event B. To rapidly assess a likely existence of isotropic component, an empirical method is proposed (K ížová et al., 2016). It is based on comparison between depth- dependences of waveform correlation in full and deviatoric modes. Based on extensive synthetic tests, the method confirms a...
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