Software tools and efficient algorithms for the feature detection, feature tracking, event localization, and visualization of large sets of atmospheric data

Data sets describing the state of the earth's atmosphere are of great importance in the atmospheric sciences. Over the last decades, the quality and sheer amount of the available data increased significantly, resulting in a rising demand for new tools capable of handling and analysing these large, multidimensional sets of atmospheric data. The interdisciplinary work presented in this thesis covers the development and the application of practical software tools and efficient algorithms from the field of computer science, aiming at the goal of enabling atmospheric scientists to analyse and to gain new insights from these large data sets. For this purpose, our tools combine novel techniques with well-established methods from different areas such as scientific visualization and data segmentation. In this thesis, three practical tools are presented. Two of these tools are software systems (Insight and IWAL) for different types of processing and interactive visualization of data, the third tool is an efficient algorithm for data segmentation implemented as part of Insight.Insight is a toolkit for the interactive, three-dimensional visualization and processing of large sets of atmospheric data, originally developed as a testing environment for the novel segmentation algorithm. It provides a dynamic system for combining at runtime data from different sources, a variety of different data processing algorithms, and several visualization techniques. Its modular architecture and flexible scripting support led to additional applications of the software, from which two examples are presented: the usage of Insight as a WMS (web map service) server, and the automatic production of a sequence of images for the visualization of cyclone simulations. The core application of Insight is the provision of the novel segmentation algorithm for the efficient detection and tracking of 3D features in large sets of atmospheric data, as well as for the precise localization of the occurring genesis, lysis, merging and splitting events. Data segmentation usually leads to a significant reduction of the size of the considered data. This enables a practical visualization of the data, statistical analyses of the features and their events, and the manual or automatic detection of interesting situations for subsequent detailed investigation. The concepts of the novel algorithm, its technical realization, and several extensions for avoiding under- and over-segmentation are discussed. As example applications, this thesis covers the setup and the results of the segmentation of upper-tropospheric jet streams and cyclones as full 3D objects. Finally, IWAL is presented, which is a web application for providing an easy interactive access to meteorological data visualizations, primarily aimed at students. As a web application, the needs to retrieve all input data sets and to install and handle complex visualization tools on a local machine are avoided. The main challenge in the provision of customizable visualizations to large numbers of simultaneous users was to find an acceptable trade-off between the available visualization options and the performance of the application. Besides the implementational details, benchmarks and the results of a user survey are presented.

Glutamate-induced potentiation of calcium influx in primary hippocampal culture neurons

ABSTRACT This works aim was to test whether LTP-like features can also be measured in cell culture and by methods that allow to analyse a alrger number of cells. A suitable method for this purpose is calcium imaging. The rationale for this approach lies in the fact that LTP/LTD are dependent on changes in intracellular calcium concentrations. Calcium levels have been measured using the calcium sensitive dye fura-2, whose fluorescence spectrum changes upon formation of the [fura-2-Ca2+] complex. Our LTP-inducing protocol comprised of two glutamate stimuli of identical size and duration (50 mM, 30 s) which were separated by 35 min. We could demonstrate that such a stimulation pattern gives rise to approx. 25% larger calcium influx at the second stimulus. It has been shown than such a stimulation pattern gives rise to an average of 25% augmentation (potentiation) of the second response, with 69% of potentiated cells. This experimental paradigm shows the pharmacological properties of LTP, established by previous electrophysiological studies:- blocking of NMDARs and mGluRs eliminates LTP induction;- blocking of AMPARs and L-type VGCCs does not eliminate LTP induction. Having obtained a system for induction and following of LTP-like changes, a preliminary application example was performed. Its purpose was to investigate possible influence of nicotine and galanthamine on our potentiation effect. Nicotine (100 mM) was shown both to increase and to eliminate glutamate-induced potentiation. Galanthamine coapplication (0.5 mM) with nicotine and glutamate exerted no effect on nicotinic modulation. However, galanthamine coapplied with glutamate alone seems to augment glutamate-induced potentiation. An LTP model system presented here could be additionally refined, by variation of glutamate application times, and testing for dependence on various forms of protein kinases. Galanthamine effect would probably be better addressed by cell-to-cell measurements instead of statistical approach, with subsequent identification of the cell type. Alternatively, combined calcium imaging – electrophysiological experiments could be performed. Spatial and temporal properties of intracellular ion dynamics could be utilised as diagnostic tools of the physiological state of the cells, thereby finding its application in functional proteomics.

Development, characterization, and application of flowing atmospheric-pressure afterglow ionization for mass spectrometric analysis of ambient organic aerosols

Addressing current limitations of state-of-the-art instrumentation in aerosol research, the aim of this work was to explore and assess the applicability of a novel soft ionization technique, namely flowing atmospheric-pressure afterglow (FAPA), for the mass spectrometric analysis of airborne particulate organic matter. Among other soft ionization methods, the FAPA ionization technique was developed in the last decade during the advent of ambient desorption/ionization mass spectrometry (ADI–MS). Based on a helium glow discharge plasma at atmospheric-pressure, excited helium species and primary reagent ions are generated which exit the discharge region through a capillary electrode, forming the so-called afterglow region where desorption and ionization of the analytes occurs. Commonly, fragmentation of the analytes during ionization is reported to occur only to a minimum extent, predominantly resulting in the formation of quasimolecular ions, i.e. [M+H]+ and [M–H]– in the positive and the negative ion mode, respectively. Thus, identification and detection of signals and their corresponding compounds is facilitated in the acquired mass spectra. The focus of the first part of this study lies on the application, characterization and assessment of FAPA–MS in the offline mode, i.e. desorption and ionization of the analytes from surfaces. Experiments in both positive and negative ion mode revealed ionization patterns for a variety of compound classes comprising alkanes, alcohols, aldehydes, ketones, carboxylic acids, organic peroxides, and alkaloids. Besides the always emphasized detection of quasimolecular ions, a broad range of signals for adducts and losses was found. Additionally, the capabilities and limitations of the technique were studied in three proof-of-principle applications. In general, the method showed to be best suited for polar analytes with high volatilities and low molecular weights, ideally containing nitrogen- and/or oxygen functionalities. However, for compounds with low vapor pressures, containing long carbon chains and/or high molecular weights, desorption and ionization is in direct competition with oxidation of the analytes, leading to the formation of adducts and oxidation products which impede a clear signal assignment in the acquired mass spectra. Nonetheless, FAPA–MS showed to be capable of detecting and identifying common limonene oxidation products in secondary OA (SOA) particles on a filter sample and, thus, is considered a suitable method for offline analysis of OA particles. In the second as well as the subsequent parts, FAPA–MS was applied online, i.e. for real time analysis of OA particles suspended in air. Therefore, the acronym AeroFAPA–MS (i.e. Aerosol FAPA–MS) was chosen to refer to this method. After optimization and characterization, the method was used to measure a range of model compounds and to evaluate typical ionization patterns in the positive and the negative ion mode. In addition, results from laboratory studies as well as from a field campaign in Central Europe (F–BEACh 2014) are presented and discussed. During the F–BEACh campaign AeroFAPA–MS was used in combination with complementary MS techniques, giving a comprehensive characterization of the sampled OA particles. For example, several common SOA marker compounds were identified in real time by MSn experiments, indicating that photochemically aged SOA particles were present during the campaign period. Moreover, AeroFAPA–MS was capable of detecting highly oxidized sulfur-containing compounds in the particle phase, presenting the first real-time measurements of this compound class. Further comparisons with data from other aerosol and gas-phase measurements suggest that both particulate sulfate as well as highly oxidized peroxyradicals in the gas phase might play a role during formation of these species. Besides applying AeroFAPA–MS for the analysis of aerosol particles, desorption processes of particles in the afterglow region were investigated in order to gain a more detailed understanding of the method. While during the previous measurements aerosol particles were pre-evaporated prior to AeroFAPA–MS analysis, in this part no external heat source was applied. Particle size distribution measurements before and after the AeroFAPA source revealed that only an interfacial layer of OA particles is desorbed and, thus, chemically characterized. For particles with initial diameters of 112 nm, desorption radii of 2.5–36.6 nm were found at discharge currents of 15–55 mA from these measurements. In addition, the method was applied for the analysis of laboratory-generated core-shell particles in a proof-of-principle study. As expected, predominantly compounds residing in the shell of the particles were desorbed and ionized with increasing probing depths, suggesting that AeroFAPA–MS might represent a promising technique for depth profiling of OA particles in future studies.

Medienfreiheit in der Demokratiemessung : ein Konzeptualisierungsvorschlag und Evaluation einschlägiger Indizes

Ziel dieser Arbeit ist es, einen Beitrag zur Klärung des Zusammenhangs zwischen Medienfreiheit und Demokratie, der zwar weitläufig postuliert, aber dennoch lediglich in geringem Maße erforscht ist, zu leisten und insbesondere die konzeptionelle Rückbindung von Medienfreiheit an die Demokratietheorie zu verbessern. Es wird davon ausgegangen, dass eine Demokratie ohne die Verwirklichung von Medienfreiheit nicht funktionieren kann. Medienfreiheit wird daher als ein Merkmal von Demokratie aufgefasst. Im ersten Teil der Arbeit wird, ausgehend von Larry Diamonds Konzeption einer liberalen Demokratie, eine konkrete Definition und Konzeptualisierung von Medienfreiheit herausgearbeitet. Damit wird ein Maßstab formuliert, der im Folgenden dazu dient existierende Messungen von Medienfreiheit auf ihren konzeptuellen Gehalt hin zu überprüfen. Im zweiten Teil werden existierende Indizes bezüglich ihrer Messung von Medienfreiheit evaluiert. Betrachtet werden hierbei sowohl zwei Demokratieindizes (der Index Politische Rechte und Bürgerliche Freiheiten von Freedom House sowie der Index Liberale Demokratie aus dem Varieties of Democracy-Projekt) als auch zwei Indizes, die explizit Medienfreiheit messen (der Index Pressefreiheit von Freedom House sowie die Rangliste der Pressefreiheit von Reporter ohne Grenzen).