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Die Forschung im Bereich der modellbasierten Objekterkennung und Objektlokalisierung hat eine vielversprechende Zukunft, insbesondere die Gebäudeerkennung bietet vielfaltige Anwendungsmöglichkeiten. Die Bestimmung der Position und der Orientierung des Beobachters relativ zu einem Gebäude ist ein zentraler Bestandteil der Gebäudeerkennung.
Kern dieser Arbeit ist es, ein System zur modellbasierten Poseschätzung zu entwickeln, das unabhängig von der Anwendungsdomäne agiert. Als Anwendungsdomäne wird die modellbasierte Poseschätzung bei Gebäudeaufnahmen gewählt. Vorbereitend für die Poseschätzung bei Gebäudeaufnahmen wird die modellbasierte Erkennung von Dominosteinen und Pokerkarten realisiert. Eine anwendungsunabhängige Kontrollstrategie interpretiert anwendungsspezifische Modelle, um diese im Bild sowohl zu lokalisieren als auch die Pose mit Hilfe dieser Modelle zu bestimmen. Es wird explizit repräsentiertes Modellwissen verwendet, sodass Modellbestandteilen Bildmerkmale zugeordnet werden können. Diese Korrespondenzen ermöglichen die Kamerapose aus einer monokularen Aufnahme zurückzugewinnen. Das Verfahren ist unabhängig vom Anwendungsfall und kann auch mit Modellen anderer rigider Objekte umgehen, falls diese der definierten Modellrepräsentation entsprechen. Die Bestimmung der Pose eines Modells aus einem einzigen Bild, das Störungen und Verdeckungen aufweisen kann, erfordert einen systematischen Vergleich des Modells mit Bilddaten. Quantitative und qualitative Evaluationen belegen die Genauigkeit der bestimmten Gebäudeposen.
In dieser Arbeit wird zudem ein halbautomatisches Verfahren zur Generierung eines Gebäudemodells vorgestellt. Das verwendete Gebäudemodell, das sowohl semantisches als auch geometrisches Wissen beinhaltet, den Aufgaben der Objekterkennung und Poseschätzung genügt und sich dennoch an den bestehenden Normen orientiert, ist Voraussetzung für das Poseschätzverfahren. Leitgedanke der Repräsentationsform des Modells ist, dass sie für Menschen interpretierbar bleibt. Es wurde ein halbautomatischer Ansatz gewählt, da die automatische Umsetzung dieses Verfahrens schwer die nötige Präzision erzielen kann. Das entwickelte Verfahren erreicht zum einen die nötige Präzision zur Poseschätzung und reduziert zum anderen die Nutzerinteraktionen auf ein Minimum. Eine qualitative Evaluation belegt die erzielte Präzision bei der Generierung des Gebäudemodells.
Agricultural land-use may lead to brief pulse exposures of pesticides in edge-of-field streams, potentially resulting in adverse effects on aquatic macrophytes, invertebrates and ecosystem functions. The higher tier risk assessment is mainly based on pond mesocosms which are not designed to mimic stream-typical conditions. Relatively little is known on exposure and effect assessment using stream mesocosms.
Thus the present thesis evaluates the appliacability of the stream mesocosms to mimic stream-typical pulse exposures, to assess resulting effects on flora and fauna and to evaluate aquatic-terrestrial food web coupling. The first objective was to mimic stream-typical pulse exposure scenarios with different durations (≤ 1 to ≥ 24 hours). These exposure scenarios established using a fluorescence tracer were the methodological basis for the effect assessment of an herbicide and an insecticide. In order to evaluate the applicability of stream mesocosms for regulatory purposes, the second objective was to assess effects on two aquatic macrophytes following a 24-h pulse exposure with the herbicide iofensulfuron-sodium (1, 3, 10 and 30 µg/L; n = 3). Growth inhibition of up to 66 and 45% was observed for the total shoot length of Myriophyllum spicatum and Elodea canadensis, respectively. Recovery of this endpoint could be demonstrated within 42 days for both macrophytes. The third objective was to assess effects on structural and functional endpoints following a 6-h pulse exposure of the pyrethroid ether etofenprox (0.05, 0.5 and 5 µg/L; n = 4). The most sensitive structural (abundance of Cloeon simile) and functional (feeding rates of Asellus aquaticus) endpoint revealed significant effects at 0.05 µg/L etofenprox. This concentration was below field-measured etofenprox concentrations and thus suggests that pulse exposures adversely affect invertebrate populations and ecosystem functions in streams. Such pollutions of streams may also result in decreased emergence of aquatic insects and potentially lead to an insect-mediated transfer of pollutants to adjacent food webs. Test systems capable to assess aquatic-terrestrial effects are not yet integrated in mesocosm approaches but might be of interest for substances with bioaccumulation potential. Here, the fourth part provides an aquatic-terrestrial model ecosystem capable to assess cross-ecosystem effects. Information on the riparian food web such as the contribution of aquatic (up to 71%) and terrestrial (up to 29%) insect prey to the diet of the riparian spider Tetragnatha extensa was assessed via stable isotope ratios (δ13C and δ15N). Thus, the present thesis provides the methodological basis to assess aquatic-terrestrial pollutant transfer and effects on the riparian food web.
Overall the results of this thesis indicate, that stream mesocosms can be used to mimic stream-typical pulse exposures of pesticides, to assess resulting effects on macrophytes and invertebrates within prospective environmental risk assessment (ERA) and to evaluate changes in riparian food webs.
Since software influences nearly every aspect of everyday life, the security of software systems is more important than ever before. The evaluation of the security of a software system still poses a significant challenge in practice, mostly due to the lack of metrics, which can map the security properties of source code onto numeric values. It is a common assumption, that the occurrence of security vulnerabilities and the quality of the software design stand in direct correlation, but there is currently no clear evidence to support this. A proof of an existing correlation could help to optimize the measurements of program security, making it possible to apply quality measurements to evaluate it. For this purpose, this work evaluates fifty open-source android applications, using three security and seven quality metrics. It also considers the correlations between the metrics. The quality metrics range from simple code metrics to high-level metrics such as object-oriented anti-patterns, which together provide a comprehensive picture of the quality. Two visibility metrics, along with a metric that computes the minimal permission request for mobile applications, were selected to illustrate the security. Using the evaluation projects, it was found that there is a clear correlation between most quality metrics. By contrast, no significant correlations were found using the security metrics. This work discusses the correlations and their causes as well as further recommendations based on the findings.
Pelagic oxyclines, the transition zone between oxygen rich surface waters and oxygen depleted deep waters, are a common characteristic of eutrophic lakes during summer stratification. They can have tremendous effects on the biodiversity and the ecosystem functioning of lakes and, to add insult to injury, are expected to become more frequent and more pronounced as climate warming progresses. On these grounds, this thesis endeavors to advance the understanding of formation, persistence, and consequences of pelagic oxyclines: We test, whether the formation of metalimnetic oxygen minima is intrinsically tied to a locally enhanced oxygen consuming process, investigate the relative importance of vertical physical oxygen transport and biochemical oxygen consumption for the persistence of pelagic oxyclines, and finally assess their potential consequences for whole lake cycling. To pursue these objectives, the present thesis nearly exclusively resorts to in situ measurements. Field campaigns were conducted at three lakes in Germany featuring different types of oxyclines and resolved either a short (hours to days) or a long (weeks to months) time scale. Measurements comprised temperature, current velocity, and concentrations of oxygen and reduced substances in high temporal and vertical resolution. Additionally, vertical transport was estimated by applying the eddy correlation technique within the pelagic region for the first time. The thesis revealed, that the formation of metalimnetic oxygen minima does not necessarily depend on locally enhanced oxygen depletion, but can solely result from gradients and curvatures of oxygen concentration and depletion and their relative position to each other. Physical oxygen transport was found to be relevant for oxycline persistence when it considerably postponed anoxia on a long time scale. However, its influence on oxygen dynamics was minor on short time scales, although mixing and transport were highly variable. Biochemical consumption always dominated the fate of oxygen in pelagic oxyclines. It was primarily determined by the oxidative breakdown of organic matter originating from the epilimnion, whereas in meromictic lakes, the oxidation of reduced substances dominated. Beyond that, the results of the thesis emphasize that pelagic oxyclines can be a hotspot of mineralization and, hence, short-circuit carbon and nutrient cycling in the upper part of the water column. Overall, the present thesis highlights the importance of considering physical transport as well as biochemical cycling in future studies.
World’s ecosystems are under great pressure satisfying anthropogenic demands, with freshwaters being of central importance. The Millennium Ecosystem Assessment has identified anthropogenic land use and associated stressors as main drivers in jeopardizing stream ecosystem functions and the
biodiversity supported by freshwaters. Adverse effects on the biodiversity of freshwater organisms, such as macroinvertebrates, may propagate to fundamental ecosystem functions, such as organic matter breakdown (OMB) with potentially severe consequences for ecosystem services. In order to adequately protect and preserve freshwater ecosystems, investigations regarding potential and observed as well as direct and indirect effects of anthropogenic land use and associated stressors (e.g. nutrients, pesticides or heavy metals) on ecosystem functioning and stream biodiversity are needed. While greater species diversity most likely benefits ecosystem functions, the direction and magnitude of changes in ecosystem functioning depends primarily on species functional traits. In this context, the functional diversity of stream organisms has been suggested to be a more suitable predictor of changes in ecosystem functions than taxonomic diversity.
The thesis aims at investigating effects of anthropogenic land use on (i) three ecosystem functions by anthropogenic toxicants to identify effect thresholds (chapter 2), (ii) the organic matter breakdown by three land use categories to identify effects on the functional level (chapter 3) and (iii)on the stream community along an established land-use gradient to identify effects on the community level.
In chapter 2, I reviewed the literature regarding pesticide and heavy metal effects on OMB, primary production and community respiration. From each reviewed study that met inclusion criteria, the toxicant concentration resulting in a reduction of at least 20% in an ecosystem function was standardized based on laboratory toxicity data. Effect thresholds were based on the relationship between ecosystem functions and standardized concentration-effect relationships. The analysis revealed that more than one third of pesticide observations indicated reductions in ecosystem functions at concentrations that are assumed being protective in regulation. However, high variation within and between studies hampered the derivation of a concentration-effect relationship and thus effect thresholds.
In chapter 3, I conducted a field study to determine the microbial and invertebrate-mediated OMB by deploying fine and coarse mesh leaf bags in streams with forested, agricultural, vinicultural
and urban riparian land use. Additionally, physicochemical, geographical and habitat parameters were monitored to explain potential differences in OMB among land use types and sites. Regarding results, only microbial OMB differed between land use types. The microbial OMB showed a negative relationship with pH while the invertebrate-mediated OMB was positively related to tree cover. OMB responded to stressor gradients rather than directly to land use.
In chapter 4, macroinvertebrates were sampled in concert with leaf bag deployment and after species identification (i) the taxonomic diversity in terms of Simpson diversity and total taxonomic
richness (TTR) and (ii) the functional diversity in terms of bio-ecological traits and Rao’s quadratic entropy was determined for each community. Additionally, a land-use gradient was established and the response of the taxonomic and functional diversity of invertebrate communities along this gradient was investigated to examine whether these two metrics of biodiversity are predictive for the rate of OMB. Neither bio-ecological traits nor the functional diversity showed a significant relationship with
OMB. Although, TTR decreased with increasing anthropogenic stress and also the community structure and 26 % of bio-ecological traits were significantly related to the stress gradient, any of these shifts propagated to OMB.
Our results show that the complexity of real-world situations in freshwater ecosystems impedes the effect assessment of chemicals and land use for functional endpoints, and consequently our potential to predict changes. We conclude that current safety factors used in chemical risk assessment may not be sufficient for pesticides to protect functional endpoints. Furthermore, simplifying real-world stressor gradients into few land use categories was unsuitable to predict and quantify losses in OMB. Thus, the monitoring of specific stressors may be more relevant than crude land use categories to detect effects on ecosystem functions. This may, however, limit the large scale assessment of the status of OMB. Finally, despite several functional changes in the communities the functional diversity over several trait modalities remained similar. Neither taxonomic nor functional diversity were suitable predictors of OMB. Thus, when understanding anthropogenic impacts on the linkage between biodiversity and ecosystem functioning is of main interest, focusing on diversity metrics that are clearly linked to the stressor in question (Jackson et al. 2016) or integrating taxonomic and functional metrics (Mondy et al., 2012) might enhance our predictive capacity.
Gefährdete Weltmacht USA
(2017)
Aims and findings of the dissertation
The completed research uses holistic, politological and historical approaches to present how, during the studied period of the administrations of Clinton to Obama, the liberal, rule-based world order system is gradually supplemented and replaced by a system of realist imposition of vital interests that have short-term effects, preferring military means combined with continuous military optimisation. This also explains a continuity between the leading-power policy of administrations in this study (1993-2017) and the subsequent period of the “transactional leadership of Trump”(1), with its recognizable, far-reaching effects of aiming to reduce idealistic Grand Strategy elements and measures of a benevolent order by passing on costs to and reducing the benefits of European NATO allies. The results of this dissertation, such as the increasingly evident dissolution of a multilateral fundamental order, therefore indicate that Trump’s foreign and security policy to date should be regarded as a clearly noticeable crisis symptom, rather than the cause of a decline in the world order established after 1945. This decline is synonymous with the erosion of the transatlantically initiated bipolar “American system”. Its implementation was the result of the “lesson of two world wars”, based on modern concepts of order introduced by the Enlightenment and the founding criteria of the United States: thus its dissolution is also an indicator of the failure of contemporary criteria of order that thrive in the “American way of life”.
The cause of the described development is shown to be a constantly exacerbating overall threat, from Clinton to Obama, which is connected to the consistent erosion of US supremacy. Among other aspects, this is based on climate change effects postulated in 1979, which multiply the threat while coinciding with American peak production of fossil fuels and increased demand on resources in the context of dwindling raw material resources. Furthermore, during the period of this study, the “US conservative revolution”, which began in the 1980s, increasingly affected foreign and security policy, combining with a consolidation in the influence of corporations and lobby groups in fields such as policy implementation and new underlying conditions. They include the onset of digitisation, entailing a high consumption of resources, and a growing world population faced with specific demographic indicators. Additionally, the maintenance of the armaments sector, originally a result of bipolar development, as the economic basis of military supremacy and the slow decline of the Dollar hegemony since around 1973, should also be taken into account. Complex interaction between Grand Strategy implementation according to the premise of expanding US-American dominance under neoconservative and Christian Right-wing influences, as well as asymmetrical and reactivated conventional security threats and threat multipliers clearly indicate the linear development of the overall threat in the period between 1993 and 2017: in the context of Grand Strategy statements, above all the understanding of defence against this threat, of the latter’s multiplying factors and the market economy explains the following with respect to the US far-right in a complex interaction with the growth of transnational corporations, lobby groups, individuals(2), informal networks and state actors with respect to objects of threat and threat multipliers(3) in connection with the post-bipolar, global anchoring of US economic and consumer patterns: US adaptation of its reaction to this threat – while consolidating imperial presidency(4) and weakening the system of checks and balances – including its implications of a bipolar liberal order. In this way, the necessary continued leadership within NATO through the US-proposed NATO reform can be seen as an appropriate implementation of transformed threat-reaction measures and the legitimisation of systemic adaptation. It equally becomes clear that the established threat reaction measures only provide a short-term defence: instead, they enhance the asymmetric and conventional threat, as well as threat multipliers – by introducing arms races and breaking down arms control – thereby heightening the overall threat. The consequence is the consistently growing likelihood of a conflict of hitherto unimaginable proportions. At the same time, the urgent need to mobilise transatlantic cooperation with respect to supporting global cooperation between state and non-government actors is illustrated with respect to the roots of the threat and its deteriorating underlying conditions: each increase in the overall threat, the adapted US security policy and its continuation in NATO is connected to an erosion of rule-based underlying criteria during the studied period. This continuously and consistently undermines the basis of the above-stated, ever-increasingly important cooperation, to prevent or at least limit the successive erosion of the bipolar “American system” under future dystopias. The research results completely overturn the state of research to date, since for instance it is possible to show that, by means of NATO transformation findings, no transatlantic sharing of burdens on an equal footing and no NATO reform in accordance with its founding principles can be achieved. The same also applies to European opposition to the actual anchoring of NATO transformation positions(5), which is based on the erosion of the bipolar liberal order system and the maintenance of US advantages as well as the consolidation of particular interests they facilitate. Furthermore, it is apparent that a line of continuity in the threat-reaction measures from Clinton to Obama exists with varying external effects, along with an underlying pattern of “Battleship America” – as opposed to a multilaterally orientated foreign and security policy under Clinton, which merged into a unilateral, radical swing under G. W. Bush 43 following 9/11, but was reverted by the Obama administration. A comprehensive wealth of literature was used of the doctoral thesis, as reflected by the extensive bibliography: they firstly include diverse American and European publications, monographs and relevant secondary literature, including biographies, publications of various kinds of important political planning and implementation, as well as collected volumes and research articles from specialist journals on all fields of research and politological methodology and theory. The same applies to publications by leading European and American institutions, research centres and think tanks. Furthermore, this author used publications and documents by governments, foreign ministries, defence ministries, other government bodies and Nato.
Dissertation structure
This dissertation is divided into two volumes and one Appendix: Volume 1 discusses Focus 1, namely a process-tracing in the context of offensive neorealist positioning. Volume 2 presents Focus 2, which is based on the preceding focus in making a structured, focussed comparison in the context of defensive neorealist positioning. The Appendix volume contains further discussion of Chapter 1, Volume 1 with respect to the state of research, literature and sources, theoretical positioning and the choice of the region of study and selected European NATO partners. Furthermore, a historical chapter provides underlying information for process-tracing in Chapter 2, Volume 1, an index of images and abbreviations, and a bibliography.
The entire dissertation uses qualitative methods to focus on these two mutually supporting, building on each other, themes to investigate the following from a US-perspective: firstly the overriding US security-policy reaction to a new overall threat and secondly, its continuation combined with the opportunity of for enabling and legitimising it within and through NATO during the studied period from Clinton to Obama.
Based on the first part of this hypothesis, Focus 1 (Volume 1) establishes a connection between, on the one hand, maintaining the bipolar Grand Strategy target of consolidating the USA as a leading, regulating power, bipolar foreign-policy Grand Strategy indicators and a new overall threat that is developing in a complex way, and, on the other, the necessity of its continued leadership within NATO and the required NATO transformation according to US-proposed NATO transformation positions.
Focus 2 (Volume 2) is based on the second part of the hypothesis, investigating the transatlantic negotiation process to establish these US-proposed NATO transformation positions: in this context, Volume 2 investigates whether the attempt to actually secure and consolidate such US supremacy was unsuccessful in the face of resistance from selected European NATO partners, namely France, Germany and the United Kingdom.
The overall result shows that due to a complex, developing, linear increase in the overall threat, the chance for the USA to consolidate its status as a leading power is steadily diminishing. This must be compensated by adapting US security policy. The resulting American security-policy realignment based on the initiated “revolution in military affairs” in turn modifies the indicators of bipolar collective security guarantees. Everything is enabled and legitimised by means of actually securing US NATO-transformation positions. The actual implementation of such NATO transformation – representing the consistent adaptation of US security policy – enables a mission-orientated, rapid response, flexible, global security projection. It also creates conditions for “alliances of choice” within NATO. Furthermore, the modification of a “bipolar NATO” exacerbates the erosion of key achievements of civilisation as a result of adapted US security policy, as well as undermining the tasks of bipolar collective security guarantees through diminished benefits to European NATO partners.
The actual anchoring of NATO transformation positions is achieved by reactivating the conventional threat in the context of the Ukraine crisis of 2014 and the extension of NATO partnership rings on a global level, without providing them with NATO membership status, thus avoiding globalisation in a mutual defence case. The German and French resistance is particularly intensive through the involvement of European founder states, while the formation of a European leadership triumvirate consisting of France, Germany and the United Kingdom does not take place.
Moreover, a relevant investigation of causes particularly shows that despite constant mutually supporting US security reaction measures with varying international effects and actual continued leadership within NATO, the overall threat is not receding: this leads to a constant increase in the overall threat, a loss of influence of state actors, the diffusion and concentration of power and the increased probability of reactive conventional, nuclear, cyber and ecological destruction scenarios. On this basis, the consequence is an increasingly comprehensive and rapidly responding precision defence combined with growing securitization to compensate for the ongoing containment of US supremacy. This developing process steadily diminishes the reach and power of a liberal, rule-based, bipolar “American system” and the establishment of “idealistic, liberal” elements of US-Grand Strategy. This entails a further reduction in benefits for European NATO allies and increasing US cost-cutting demands – based on the successive NATO transformation positions that build on each other and Obama’s “smart power”(6) during the period studied in this dissertation. Thus the chance is receding of developing the post-bipolar, globally adopted American way of life with individual national character, which is regarded as “non-negotiable”: for instance its articulation is expressed through increasing right-wing populism, the election of outsider-candidates, the dissolution of traditional party systems, isolationist tendencies combined with burgeoning ethnic, regional movements, the rejection of supranationalism, and religious fundamentalism. At the same time, the ongoing erosion of global public goods is apparent.
This all paves the way to limiting the benevolent American regulating power and state actors’ leverage – and therefore to a return to classic power politics in the context of a resulting diffusion and concentration of power. In view of the urgency of a long-term containment of asymmetrical or conventional threats to security, or aspects that exacerbate such threats or clusters thereof, as well as underlying global conditions, this undermines the ability to achieve the following: to achieve transatlantic cooperation by broadening the range of levels and actors in the spirit of proactive and expanded, networked security to achieve according global cooperation with respect to containing the root causes of threats.
Overall, this research work reveals how and why the anticipated “peace dividend” and the notion of an “age of hope”, as postulated by President Clinton, were hardly perceptible during the period of study between 1993 and 2017.
Notes
(1) Cf. Braml, Josef (2018), Trumps transaktionaler Transatlantizismus, in: Jäger, Thomas (Hrsg.), Zeitschrift für Außen- und Sicherheitspolitik, Oktober 2018, Volume 11, Ausgabe 4, S. 439-448, Wiesbaden.
(2) Cf. National Intelligence Council (Ed.) (2012), Global Trends 2013: Alternative Worlds (NIC 2012-001), https://publicintelligence.net/global-trends-2030/, last accessed: 12.04.19. See also the “international financial leadership, self-selected at Davos” cit. McCoy, Alfred W. (2017), In the Shadows of the American Century. The Rise and Decline of US Global Power, Chicago.
(3) In 1990, the threat-enhancing nature of climate change was already postulated with respect to asymmetric objects of threat as well as conventional and complex clusters: “Over the next half century, the global average temperature may increase by approximately 4 degrees C. (…) All nations will be affected. (…) How much time will there be to confirm the amount of change and then to act? (…) However, many believe that we will have waited too long to avoid major dislocation, hardship and conflict – on a scale not as yet seen by man“. Cf. Kelley, Terry P. (1990), Global Climate Change. Implications For The United States Navy (The United States Naval War College, Newport, RI), http://documents.theblackvault.com/documents/weather/climatechange/globalclimatechange-navy.pdf, last accessed: 30.03.19. Cf. Mazo, Jeffrey (2010), Climate Conflict. How global warming threatens security and what to do about it, London, Abingdon.
This supports the thesis of a developing, constant overall threat during the period between 1993 and 2017.
(4) Cf. Schlesinger, Arthur M., Jr. (1973), The Imperial Presidency, Boston.
(5) In this dissertation, the proposed US positions on NATO adaptation, the NATO Response Force and the Global Partnership Initiative are described as “NATO transformation positions”: Their actual establishment was connected to a NATO transformation with the consistent continuation of adapted US security policy.
(6) Cf. Nossel, Suzanne (2004), Smart Power. Reclaiming Liberal Internationalism, http://www.democracyarsenal.org/SmartPowerFA.pdf, last accessed: 26.08.17, Nye, Joseph S. Jr. (2011), The Future of Power, New York, Nye, Joseph S. Jr. (2011), Macht im 21sten Jahrhundert. Politische Strategien für ein neues Zeitalter, München, Rodham Clinton, Hillary (2010), Leading Through Civilan Power. Redefining American Diplomacy and Development, in: Foreign Affairs, November/December 2010, Vol. 89, No.6, S. 13-24.
Augmented reality is being present for many years. Through progress in technology smaller augmented reality glasses became possible. These new technologies allow many new ways of interaction and usage of augmented reality.
This thesis is about the Microsoft HoloLens and its possiblities for consumers and industry. In the context of this thesis a new interactive and augmented application to measure the possiblities and limitations of the Microsoft HoloLens has been developed. The scene is an assembly szenario with a step by step instruction of building with Lego bricks. The evaluation showed that the HoloLens can already be used to assist in assembling scenarios and offers some advantages over other methods, although the glasses still have some flaws.
Die Analyse ortsbezogener Strukturdaten und Merkmale ist eine der wesentlichen Voraussetzungen für die Bewertung von Standorten und Räumen. Durch die Erfassung der lokalen Ausprägung ausgewählter Standortfaktoren und unter Zuhilfenahme eines Geographischen Informationssystems werden in der vorliegenden Dissertation die Städte und Gemeinden des hessischen Rheingau-Taunus-Kreises kategorisiert und miteinander verglichen. Hierbei erfolgt eine besondere Fokussierung auf die lokal bestehende technische und soziale Infrastruktur, um vorrangig das vorhandene Gewerbe- und Wohnumfeld sowie die darüber hinaus existierenden räumlichen Disparitäten eingehend veranschaulichen und beurteilen zu können.
The output of eye tracking Web usability studies can be visualized to the analysts as screenshots of the Web pages with their gaze data. However, the screenshot visualizations are found to be corrupted whenever there are recorded fixations on fixed Web page elements on different scroll positions. The gaze data are not gathered on their fixated fixed elements; rather they are scattered on their recorded scroll positions. This problem has raised our attention to find an approach to link gaze data to their intended fixed elements and gather them in one position on the screenshot. The approach builds upon the concept of creating the screenshot during the recording session, where images of the viewport are captured on visited scroll positions and lastly stitched into one Web page screenshot. Additionally, the fixed elements in the Web page are identified and linked to their fixations. For the evaluation, we compared the interpretation of our enhanced screenshot against the video visualization, which overcomes the problem. The results revealed that both visualizations equally deliver accurate interpretations. However, interpreting the visualizations of eye tracking Web usability studies using the enhanced screenshots outperforms the video visualizations in terms of speed and it requires less temporal demands from the interpreters.
Statistical eco(-toxico)logy
(2017)
Freshwaters are of immense importance for human well-being.
Nevertheless, they are currently facing unprecedented levels of threat from habitat loss and degradation, overexploitation, invasive species and
pollution.
To prevent risks to aquatic ecosystems, chemical substances, like agricultural pesticides, have to pass environmental risk assessment (ERA) before entering the market.
Concurrently, large-scale environmental monitoring is used for surveillance of biological and chemical conditions in freshwaters.
This thesis examines statistical methods currently used in ERA.
Moreover, it presents a national-scale compilation of chemical monitoring data, an analysis of drivers and dynamics of chemical pollution in streams and, provides a large-scale risk assessment by combination with results from ERA.
Additionally, software tools have been developed to integrate different datasets used in ERA.
The thesis starts with a brief introduction to ERA and environmental monitoring and gives an overview of the objectives of the thesis.
Chapter 2 addresses experimental setups and their statistical analyses using simulations.
The results show that current designs exhibit unacceptably low statistical power, that statistical methods chosen to fit the type of data provide higher power and that statistical practices in ERA need to be revised.
In chapter 3 we compiled all available pesticide monitoring data from Germany.
Hereby, we focused on small streams, similar to those considered in ERA and used threshold concentrations derived during ERA for a large-scale assessment of threats to freshwaters from pesticides.
This compilation resulted in the most comprehensive dataset on pesticide exposure currently available for Germany.
Using state-of-the-art statistical techniques, that explicitly take the limits of quantification into account, we demonstrate that 25% of small streams are at threat from pesticides.
In particular neonicotinoid pesticides are responsible for these threats.
These are associated with agricultural intensity and can be detected even at low levels of agricultural use.
Moreover, our results indicated that current monitoring underestimates pesticide risks, because of a sampling decoupled from precipitation events.
Additionally, we provide a first large-scale study of annual pesticide exposure dynamics.
Chapters 4 and 5 describe software solutions to simplify and accelerate the integration of data from ERA, environmental monitoring and ecotoxicology that is indispensable for the development of landscape-level risk assessment.
Overall, this thesis contributes to the emerging discipline of statistical ecotoxicology and shows that pesticides pose a large-scale threat to small streams.
Environmental monitoring can provide a post-authorisation feedback to ERA.
However, to protect freshwater ecosystems ERA and environmental monitoring need to be further refined and we provide software solutions to utilise existing data for this purpose.