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This thesis addresses the automated identification and localization of a time-varying number of objects in a stream of sensor data. The problem is challenging due to its combinatorial nature: If the number of objects is unknown, the number of possible object trajectories grows exponentially with the number of observations. Random finite sets are a relatively new theory that has been developed to derive at principled and efficient approximations. It is based around set-valued random variables that contain an unknown number of elements which appear in arbitrary order and are themselves random. While extensively studied in theory, random finite sets have not yet become a leading paradigm in practical computer vision and robotics applications. This thesis explores random finite sets in visual tracking applications. The first method developed in this thesis combines set-valued recursive filtering with global optimization. The problem is approached in a min-cost flow network formulation, which has become a standard inference framework for multiple object tracking due to its efficiency and optimality. A main limitation of this formulation is a restriction to unary and pairwise cost terms. This circumstance makes integration of higher-order motion models challenging. The method developed in this thesis approaches this limitation by application of a Probability Hypothesis Density filter. The Probability Hypothesis Density filter was the first practically implemented state estimator based on random finite sets. It circumvents the combinatorial nature of data association itself by propagation of an object density measure that can be computed efficiently, without maintaining explicit trajectory hypotheses. In this work, the filter recursion is used to augment measurements with an additional hidden kinematic state to be used for construction of more informed flow network cost terms, e.g., based on linear motion models. The method is evaluated on public benchmarks where a considerate improvement is achieved compared to network flow formulations that are based on static features alone, such as distance between detections and appearance similarity. A second part of this thesis focuses on the related task of detecting and tracking a single robot operator in crowded environments. Different from the conventional multiple object tracking scenario, the tracked individual can leave the scene and later reappear after a longer period of absence. Therefore, a re-identification component is required that picks up the track on reentrance. Based on random finite sets, the Bernoulli filter is an optimal Bayes filter that provides a natural representation for this type of problem. In this work, it is shown how the Bernoulli filter can be combined with a Probability Hypothesis Density filter to track operator and non-operators simultaneously. The method is evaluated on a publicly available multiple object tracking dataset as well as on custom sequences that are specific to the targeted application. Experiments show reliable tracking in crowded scenes and robust re-identification after long term occlusion. Finally, a third part of this thesis focuses on appearance modeling as an essential aspect of any method that is applied to visual object tracking scenarios. Therefore, a feature representation that is robust to pose variations and changing lighting conditions is learned offline, before the actual tracking application. This thesis proposes a joint classification and metric learning objective where a deep convolutional neural network is trained to identify the individuals in the training set. At test time, the final classification layer can be stripped from the network and appearance similarity can be queried using cosine distance in representation space. This framework represents an alternative to direct metric learning objectives that have required sophisticated pair or triplet sampling strategies in the past. The method is evaluated on two large scale person re-identification datasets where competitive results are achieved overall. In particular, the proposed method better generalizes to the test set compared to a network trained with the well-established triplet loss.
Systemic neonicotinoids are one of the most widely used insecticide classes worldwide. In addition to their use in agriculture, they are increasingly applied on forest trees as a protective measure against insect pests. However, senescent leaves containing neonicotinoids might, inter alia during autumn leaf fall, enter nearby streams. There, the hydrophilic neonicotinoids may be remobilized from leaves to water resulting in waterborne exposure of aquatic non-target organisms. Despite the insensitivity of the standard test species Daphnia magna (Crustacea, Cladocera) toward neonicotinoids, a potential risk for aquatic organisms is evident as many other aquatic invertebrates (in particular insects and amphipods) display adverse effects when exposed to neonicotinoids in the ng/L- to low µg/L-range. In addition to waterborne exposure, in particular leaf-shredding invertebrates (= shredders) might be adversely affected by the introduction of neonicotinoid-contaminated leaves into the aquatic environment since they heavily rely on leaf litter as food source. However, dietary neonicotinoid exposure of aquatic shredders has hardly received any attention from researchers and is not considered during aquatic environmental risk assessment. The primary aim of this thesis is, therefore, (1) to characterize foliar neonicotinoid residues and exposure pathways relevant for aquatic shredders, (2) to investigate ecotoxicological effects of waterborne and dietary exposure on two model shredders, namely Gammarus fossarum (Crustacea, Amphipoda) and Chaetopteryx villosa (Insecta, Trichoptera), and (3) to identify biotic and abiotic factors potentially modulating exposure under field conditions.
During the course of this thesis, ecotoxicologically relevant foliar residues of the neonicotinoids imidacloprid, thiacloprid and acetamiprid were quantified in black alder trees treated at field relevant levels. A worst-case model – developed to simulate imidacloprid water concentrations resulting from an input of contaminated leaves into a stream – predicted only low aqueous imidacloprid concentrations (i.e., ng/L-range). However, the model identified dietary uptake as an additional exposure pathway relevant for shredders up to a few days after the leaves’ introduction into the stream. When test organisms were simultaneously exposed (= combined exposure) to neonicotinoids leaching from leaves into the water and via the consumption of contaminated leaves, adverse effects exceeded those observed under waterborne exposure alone. When exposure pathways were separated using a flow-through system, dietary exposure towards thiacloprid-contaminated leaves caused similar sublethal adverse effects in G. fossarum as observed under waterborne exposure. Moreover, the effect sizes observed under combined exposure were largely predictable using the reference model “independent action”, which assumes different molecular target sites to be affected. Dietary toxicity for shredders might, however, be reduced under field conditions since UV-induced photodegradation and leaching decreased imidacloprid residues in leaves and thereby the toxicity for G. fossarum. In contrast, both shredders were found unable to actively avoid dietary exposure. This thesis thus recommends considering dietary exposure towards systemic insecticides, such as neonicotinoids, already during their registration to safeguard aquatic shredders, associated ecosystem functions (e.g., leaf litter breakdown) and ultimately ecosystem integrity.
Fresh water resources like rivers and reservoirs are exposed to a drastically changing world. In order to safeguard these lentic ecosystems, they need stronger protection in times of global change and population growth. In the last years, the exploitation pressure on drinking water reservoirs has increased steadily worldwide. Besides securing the demands of safe drinking water supply, international laws especially in Europe (EU Water Framework Directive) stipulate to minimize the impact of dams on downstream rivers. In this study we investigate the potential of a smart withdrawal strategy at Grosse Dhuenn Reservoir to improve the temperature and discharge regime downstream without jeopardizing drinking water production. Our aim is to improve the existing withdrawal strategy for operating the reservoir in a sustainable way in terms of water quality and quantity. First, we set-up and calibrated a 1D numerical model for Grosse Dhuenn Reservoir with the open-source community model “General Lake Model” (GLM) together with its water quality module “Aquatic Ecodynamics” library (AED2). The reservoir model reproduced water temperatures and hypolimnetic dissolved oxygen concentrations accurately over a 5 year period. Second, we extended the model source code with a selective withdrawal functionality (adaptive offtake) and added operational rules for a realistic reservoir management. Now the model is able to autonomously determine the best withdrawal height according to the temperature and flow requirements of the downstream river and the raw water quality objectives. Criteria for the determination of the withdrawal regime are selective withdrawal, development of stratification and oxygen content in the deep hypolimnion. This functionality is not available in current reservoir models, where withdrawal heights are generally provided a priori to the model and kept fixed during the simulation. Third, we ran scenario simulations identifying an improved reservoir withdrawal strategy to balance the demands for downstream river and raw water supply. Therefore we aimed at finding an optimal parallel withdrawal ratio between cold hypolimnetic water and warm epilimnetic or metalimnetic water in order to provide a pre-defined temperature in the downstream river. The reservoir model and the proposed withdrawal strategy provide a simple and efficient tool to optimize reservoir management in a multi-objective view for mastering future reservoir management challenges.
The physical-biological interactions that affect the temporal variability of benthic oxygen fluxes were investigated to gain improved understanding of the factors that control these processes. This study, for the first time is able to resolve benthic diffusive boundary layer (DBL) dynamics using the newly developed lifetime-based laser induced fluorescence (τLIF) oxygen imaging system, which enables study of the role of small-scale fluid mechanics generated by benthic organism activity, and hence a more detailed analysis of oxygen transport mechanisms across the sediment-water interface (SWI).
The net benthic oxygen flux across the sediment-water interface is controlled by sediment oxygen uptake and oxygen transport. While the oxygen transport is largely influenced by turbulence driven by large-scale flows, sediment oxygen uptake is mainly affected by oxygen production and biological- and chemical-oxygen degradation of organic matter. Both processes can be enhanced by the presence of fauna and are intimately coupled. The benthic oxygen flux can be influenced by fauna in two ways, i.e. by modulating the availability of oxygen, which enhances the sediment oxygen uptake, and by enhancing the transport of oxygen.
In-situ and a series of laboratory measurements were conducted to estimate the short- and seasonal variability of benthic fluxes including the effects of burrow ventilation activity by tube-dwelling animals using eddy correlation (EC) and τLIF oxygen imaging techniques, respectively.
The in-situ benthic oxygen fluxes showed high variability at hourly and seasonal timescales, where statistical analysis indicated that current velocity and water depth were the most significant predictors of benthic oxygen flux at the waterside, which co-varied with the discharge, temperature, and oxygen concentration. The range of variability of seasonal fluxes corresponded to the friction velocities which were driven by large-scale flows. Application of a simplified analytical model that couples the effect of hydrodynamic forcing of the diffusive boundary layer with a temperature-dependent oxygen consumption rate within the sediment showed that friction velocity and temperature cause similar variability of the steady-state benthic oxygen flux.
The application of τLIF oxygen imaging system in bioturbation experiments enabled the investigation and discovery of insights into oxygen transport mechanisms across the sediment-water interface. Distinct oxygen structures above burrow openings were revealed, these were associated with burrow ventilation. The DBL was degraded in the presence of burrow ventilation. Advective transport generated by the energetic plumes released at burrow outlets was the dominant transport driving mechanism. The contribution of diffusive flux to the total estimated decreased with increasing larval density. For a range of larvae densities, commonly observed in ponds and lakes, sediment oxygen uptake rates increased up to 2.5-fold in the presence of tube-dwelling animals, and the oxygen transport rate exceeded chironomid respiration by up to a factor of 4.
The coupled physical-biological factors affecting net benthic oxygen flux can be represented by temperature, which is a prominent factor that accounts for both oxygen transport and sediment oxygen uptake. Low oxygen transport by flow coincided with high summer temperatures, amplified by a reduction of benthic population density and pupation. It can also, however, be offset by increased ventilation activity. In contrast, low temperature coincided with high oxygen concentrations, an abundance of larvae, and higher flow is offset by less burrow ventilation activity. Investigation of the effect of hydrodynamics on oxygen transport alone suggested that the expected increase of benthic oxygen flux under global warming can be offset by a reduction in flow velocity, which could ultimately lead to increasing carbon burial rates, and in a growing importance of anaerobic mineralization pathways with increasing emission rates of methane.
This study suggests a significant contribution of biological induced benthic oxygen flux to physical transport driven by large-scale flow-fields contributing to bottom-boundary layer turbulence.
Estuaries are characterized by a longitudinal salinity gradient. This gradient is one of the main environmental factors responsible for the distribution of organisms. Distinguishing salinity zones is of crucial importance, e.g., for the development of tools for the assessment of ecological quality. The methods most often applied for classifying water according to salinity are the Venice System and the method of Bulger et al. (1993), both of which determine zone boundaries using species occurrences relative to mean salinity. However, although these methods were developed for homoiohaline waters, they have also been routinely applied to poikilohaline systems. I tested the applicability of both methods using salinity and macroinvertebrate data for the poikilohaline Elbe Estuary (Germany). My results showed that the mid-estuary distribution of macro-invertebrates is determined by variation in salinity rather than by mean salinity. Consequently, neither of the two methods is applicable for defining salinity zones in the Elbe Estuary. Cluster analysis combined with a significance test, by contrast, was a better tool for identifying the boundaries of salinity zones in poikilohaline systems.
In many estuaries, such as the Elbe Estuary, a maximum turbidity zone (MTZ) develops, where suspended matter accumulates owing to circulation processes. It is assumed that the MTZ is a stressful environment with an excess of organic matter, high deposition rates, large variations in salinity, and dredging activities. Under such harsh conditions, populations might remain below the carrying capacity, and it is assumed that competition is of little importance, as predicted by the stress gradient hypothesis. I tested whether competition for food is important in the MTZ of the Elbe Estuary using stable isotope analysis of the macroinvertebrate community. The isotopic niches of no two taxa within a feeding group overlapped, which indicated different resource use and the absence of competition. The main reasons for the lack of overlap of isotopic niches were differences in habitat, feeding behavior, and migration behavior.
The Elbe Estuary is nowadays highly industrialized and has long been subjected to a plethora of human-caused alterations. However, it is largely unknown what changes occurred in benthic communities in the last century. Hence, I considered taxonomic and functional aspects of macrobenthic invertebrates of the Elbe Estuary given in data from 1889 (most natural state), 1985 and 1986 (highly polluted state), and 2006 (recent state) to assess benthic community shifts. Beta-diversity analysis showed that taxonomic differences between the sampling dates were mainly due to species turnover, whereas functional differences were predominantly a result of functional nestedness. Species number (S), functional richness (FRic), and functional redundancy reached minimum values in 1985 and 1986 and were highest and rather similar in 1889 and 2006. The decline in FRic from 1889 to 1985/1986 was non-random, consistent with habitat filtering. FRic, functional beta diversity, and S data suggested that the state of the estuary from 1889 was almost re-established in 2006. However, the community in 1889 significantly differed from that in 2006 owing to species replacement. My results indicate that FRic and FR in 1889 could have promoted ecosystem resilience and stability.
Changing Lives through Relocation - Ethnography of a Socialized Housing Project in the Philippines
(2018)
Changing lives through relocation - This is the vision of a socialized housing project in the Philippines which is subject of this dissertation. It is a polyphonic ethnography that investigates the transition process from an informal, marginalized, self-organized lifestyle in squatter areas and dumpsite settlements to an institutionalized and policy-based life in the socialized housing project. The transition process is analyzed from a material cultural perspective taking into account selected aesthetic theories. With this approach, the dissertation aims to contribute to the study of the aesthetic dimension of everyday life from an ethnographic perspective. Aesthetics are applied on three levels: (1) On the theoretical level, the concepts of social aesthetics and atmospheres enrich the analysis of the interrelation between the residents and their new house in the socialized housing project. (2) On the methodological level, the relevance of aesthetic experiences for the ethnographic knowledge process are discussed. And (3) on the descriptive level, selected and thematically relevant sensory and aesthetic experiences of the researcher inform the ethnographic account in the form of memoirs. By incorporating aesthetic theories, the dissertation gives a more holistic account of the dynamics active in the transition process. It shows that the change of lifestyle is experienced sensorily through the daily physical engagement with the new material environment, i.e. its specific materiality and infrastructure, its affordances and constraints giving rise to new experiences and needs. In this process, the residents become aware of the differences between the past and present way of life and thus experience the new challenges through their physical being in the new material environment. On the one hand, this evokes a nostalgic attitude towards their previous life, but on the other hand, it also gives form to ideas of a possible future.
Die Vermeidung von Lebensmittelabfällen als nicht-technische Strategie zur Umsetzung der Bioökonomie
(2018)
Das Konzept der Bioökonomie beruht auf der Vision einer Wirtschaft, die durch die bevorzugte Verwendung biogener Rohstoffe unabhängiger wird von der Nutzung fossiler Quellen und gleichzeitig einen Beitrag zu Klima- und Ressourcenschutz, Ernährungssicherung und Stärkung der heimischen Wirtschaft leisten kann. Da die land- und forstwirtschaftliche Bio-masseproduktion aufgrund knapper Flächen jedoch begrenzt ist und sich bereits heute die negativen Folgen einer verstärkten Nachfrage zeigen, wird bezweifelt, dass sich die Vision in nachhaltiger Weise realisieren lässt. Offizielle Bioökonomie-Strategien setzen auf einen Technik-basierten Umsetzungspfad, in der Hoffnung, mit Hilfe technischer Innovationen Biomasseproduktion und Umweltverbrauch zu entkoppeln. Kritiker aus Wissenschaft und Zivilgesellschaft stehen diesem Weg skeptisch gegenüber. Sie befürchten, dass Effizienzsteigerungen und die Entwicklung neuer, umweltverträglicher Konversionsprozesse nicht ausreichen werden, um potentiell negative Folgen einer verstärkten Biomassenutzung abzuwenden. Angesichts der natürlichen Grenzen der Biosphäre sehen sie vor allem nicht-technische Ansätze zur Veränderung von Produktions- und Konsummustern als unverzichtbare Voraus-setzungen an. Mit der Formulierung eines sozial-ökologischen Umsetzungspfads wird eine Modifizierung des Bioökonomie-Konzepts gefordert, von einem bloßen Wandel der Ressourcenbasis hin zu einer umfassenden gesellschaftlichen Transformation, mit dem Ziel, Ressourcenverbrauch und Rohstoffproduktion neu zu justieren.
Die Arbeit stellt anhand des Beispiels der Lebensmittelabfälle die Bedeutung nicht-technischer Ansätze für die Realisierung der Bioökonomie heraus. Die Basis bilden fünf Publikationen, von denen sich drei mit dem Aufkommen von Lebensmittelabfällen, den Ursachen ihrer Entstehung und möglichen Vermeidungsstrategien befassen. Die anderen beiden Veröffentlichungen behandeln Flächenkonkurrenzen in der Landwirtschaft sowie Implementierungspfade der Bioökonomie. Die Arbeit kommt zu dem Schluss, dass der Beitrag von Lebensmittelabfällen zur Bioökonomie auf zwei Weisen denkbar ist: Entweder können diese als Ausgangsstoff für die Biogasproduktion oder die Bioraffinerie genutzt werden, was der aktuell vorherrschenden Vorstellung entspricht. Oder es können durch eine Reduktion des Abfallaufkommens Ressourcen, die bisher in die Bereitstellung nicht konsumierter Lebensmittel flossen, für andere Biomassenutzungen freigesetzt werden.
Die Analyse des Abfallaufkommens und der damit verbundenen Umweltwirkungen, aber auch vorhandene Studien über die ökologischen Wirkungen von Abfallvermeidungs- und verwertungsoptionen zeigen, dass die Vermeidung unter dem Gesichtspunkt der Ressourceneffizienz die sinnvollere Option darstellt. Die Arbeit hebt das Potenzial hervor, das sich aus der Berücksichtigung einer Reduktion von Lebensmittelabfällen für die Bioökonomie ergeben könnte. So ist denkbar, dass durch einen effizienteren Umgang mit den bereits produzierten Nahrungsmitteln Ressourcen freigesetzt werden können, die den Spielraum für die Realisierung der Bioökonomie verbessern würden oder aber Perspektiven entstehen für alternative Formen des Landbaus, die eine umweltverträglichere Biomasseproduktion ermöglichen könnten. Da nicht-technische Ansätze in der aktuellen Bioökonomie-Debatte kaum Berücksichtigung finden, besteht Bedarf, diese in das politische Konzept der Bioökonomie einzubeziehen und den wissenschaftlichen Diskurs für diese Aspekte zu öffnen.
Schrift ist in ihrer Besonderheit verkannt, versteht man sie allein als Mittel zur Stillstellung gesprochener Sprache. Phänomene wie Schriftbildlichkeit, Operativität und die Physiognomie des Schriftbildes machen Schrift zu einem Medium. In der Entwicklung und in der Verwendung von Schriftgebrauchsformen in unterschiedlichen Kontexten werden sowohl die Eigenschaften, die Schriftzeichen mit verbalen Zeichen gemeinsam haben, als auch die Potentiale, die sie mit pikturalen Zeichen gemeinsam haben, genutzt. Daher werden in der vorliegenden Arbeit die Funktionalisierungsmöglichkeiten von Schriftgebrauchsformen vor dem Hintergrund der Symboltheorie Nelson Goodmans vorgestellt. Eine an die ästhetische Theorie angelehnte Herangehensweise ermöglicht es, gerade die bildlichen Aspekte von Schriftformen – die bislang in schrifttheoretischen Arbeiten meist als irrelevant ausgeblendet werden – zu berücksichtigen. Es wird ein dynamischer Kompetenzbegriff in Anlehnung an J.G. Schneider entwickelt, der alle Fähigkeiten umfasst, die benötigt werden, um Schriftgebrauchsformen erfolgversprechend verwenden zu können. Zu diesen Fähigkeiten gehören nicht nur grammatische und orthographische Kompetenz, sondern ebenso Geschmack und die Fähigkeit zur Analogiebildung. An Beispielen verschiedener Schriftverwendungen wird gezeigt, wie unterschiedlich Schriftgebrauchsformen eingesetzt werden können. So wird Schrift als Kulturtechnik darstellbar und mithin verdeutlicht, dass die Art und Weise, wie Menschen ihre Kultur, ihre Welt, aber auch ihre spezifische Umgebung und eigene Identität modellieren, von Schriftverwendungen geprägt und verändert wird.
Assessment of renewable energy potentials based on GIS. A case study in southwest region of Russia
(2018)
In the present thesis, the initial conditions for the development of RES potentials for the production of wind, solar and biomass energy in the Krasnodar region (southwestern region of the Russian Federation) are examined using a multi-criteria assessment methodology. For the assessment of the RES potentials at regional scale, the prosed multi-criteria methodology based on the geographic information systems (GIS) and has been complemented by the evaluation and analysis of primary and secondary data as well as economic calculations relevant related to economic feasibility of RES projects.
The cytological examination of bone marrow serves as clarification of variations in blood smears. It is also used for the clarification of anemia, as exclusion of bone marrow affection at lymphoma and at suspicion of leukemia. The morphological evaluation of hematopoietic cells is the basis for the creation of the diagnosis and for decision support for further diagnostics. Even for experienced hematologists the manual classification of hematopoietic cells is time-consuming, error-prone and subjective. For this reason new methods in the field of image processing and pattern recognition for the automatic classification including preprocessing steps are developed for a computer-assisted microscopy system. These methods are evaluated by means of a huge reference database. The proposed image analysis procedures comprise methods for the automated detection of smears, for the determination of relevant regions, for the localization and segmentation of single hematopoietic cells as well as for the feature extraction and classification task. These methods provide the basis for the first system for the automated, morphological analysis of bone marrow aspirates for leukemia diagnosis and are therefore a major contribution for a better and more efficient patient care in the future.
Veränderungen in dem komplexen Wirkungsgefüge eines Agrarökosystems können erhebliche Auswirkungen auf die lokale Biozönose zur Folge haben. Die Überdachung von Obstkulturen mit Netzen oder Folien zum Schutz vor Hagel und Regen stellt eine solche Veränderung dar. Im Rahmen dieser Dissertation wurde anhand einer biozönotischen Risikoanalyse der Einfluss intensiver Landnutzung in Obstkulturen sowie der Einfluss von Kulturschutzeinrichtungen auf die drei Gilden tagaktive Greifvögel, insektivore Vögel und Arthropoden untersucht. Greifvögel, insektivore Vögel und räuberische Arthropoden üben als Prädatoren wichtige Regulationsfunktionen im Nahrungsnetz eines Ökosystems aus. Arthropoden stellen zudem eine wichtige Nahrungsressource dar. Arten aller drei Gilden gelten als Bioindikatoren für Veränderungen im Ökosystem. Phytophage Arthropoden können landwirtschaftlich genutzte Monokulturen erheblich schädigen, weshalb die konventionelle Landwirtschaft zur gezielten Tötung solcher Schädlinge Insektizide einsetzt. Pestizidbehandlungen haben allerdings oft auch Auswirkungen auf viele Nützlinge und andere Organismen im Agrarökosystem.
Die visuelle Erfassung beider Vogelgilden sowie das Fangen der Arthropoden mit Boden- und Flugfallen erfolgte von März bis Juli in den Jahren 2011-2013 auf fünf Untersuchungsflächen im rheinland-pfälzischen Obstanbaugebiet Mainz-Bingen. Es wurden zwei benachbarte Apfelkulturen (eine Kontrollfläche und eine Versuchsfläche mit Hagelschutznetz) und zwei benachbarte Kirschkulturen (eine Kontrollfläche und eine Versuchsfläche ab 2012 mit Folien-Netz-Überdachung) sowie eine nahegelegene Streuobstfläche im lokalen NSG Höllenberg als naturnahe Kontrollfläche untersucht. Zusätzlich wurden im ersten Untersuchungsjahr vom 15. März bis 28. Juli 2011 auf allen Flächen die Ergebnisse einer täglichen automatischen akustischen Erfassung durch ein Stereo-Aufnahmegerät („Songmeter 2“, Wildlife Acoustics) mit denen einer wöchentlichen rein visuellen Erfassung der Vögel verglichen. Es gab keine signifikanten Unterschiede in Detektionseffizienz und Arterfassung der Avifauna zwischen beiden Methoden. Die lokale α-Diversität nach Simpson unterschied sich ebenfalls nicht signifikant zwischen beiden Methoden. Das akustische Monitoring detektierte mehr seltene (=weniger als zehn Funde im Untersuchungszeitraum) Vogelarten; 29% der Arten wurden ausschließlich akustisch nachgewiesen und knapp 13% ausschließlich visuell. Sieben Vogelarten unterschieden sich signifikant in ihrer ermittelten Abundanz zwischen beiden Methoden: Bachstelze, Feldlerche, Mauersegler und die Greifvögel Mäusebussard und Turmfalke waren besser bzw. der Schwarzmilan ausschließlich mit dem visuellen Monitoring zu erfassen, während der Fasan ausschließlich durch das akustische Monitoring nachgewiesen werden konnte. Für die Abundanzschätzung von 48 Vogelarten war es unerheblich, ob sie akustisch oder visuell erfasst wurden. Da seltene Arten bei biozönotischen Untersuchungen keine wesentliche Rolle spielen und die Auswertung der Akustikaufnahmen sehr zeitaufwändig war, wurden für die Risikoanalyse nur die visuell ermittelten Daten berücksichtigt.
Für die Greifvogel-Gilde wurden sechs Arten nachgewiesen, fünf auf der Kirschkontrollfläche und jeweils vier Arten auf den anderen Flächen. Die drei häufigsten Arten waren Mäusebussard, Turmfalke und Schwarzmilan. Greifvögel wurden im Luftraum der Flächen oder auf Sitzwarten wie Zäunen, Pfählen, Bäumen und Kulturschutzeinrichtungen bei der Nahrungssuche oder beim Revierverhalten beobachtet. Es konnte kein Einfluss der Landnutzung auf Greifvögel aufgezeigt werden, Diversität und Abundanz unterschieden sich nicht zwischen den Obstkulturen und der naturnahen Streuobstfläche im NSG. Ein Einfluss von Kulturschutzeinrichtungen auf Greifvögel konnte ebenfalls nicht nachgewiesen werden, die überdachten Flächen wurden genauso oft frequentiert wie die Kontrollflächen. Greifvögel überflogen innerhalb ihrer großen Aktionsräume auch die überdachten Obstkulturen zur Nahrungssuche und wurden weiterhin bei der Ansitzjagd am Rand der Versuchsflächen gesichtet. Zudem wurde der Turmfalke beim Ansitzen unter der Folien-Netz-Überdachung der Kirschkultur sowie beim Fressen auf dieser Überdachung sitzend beobachtet. Für die Insektivoren-Gilde wurden 52 Vogelarten nachgewiesen. Die Streuobstfläche im NSG wies die höchste Artenzahl von 40 auf, gefolgt von der Apfelkontrollfläche mit 27 Arten. Die Apfelversuchsfläche wies dagegen eine geringere Artenzahl von 19 auf, während die Artenzahlen beider Kirschkulturen mit 19 und 18 annähernd gleich gewesen sind. Die zehn häufigsten Arten waren in Reihenfolge ihrer Abundanz Kohlmeise, Star, Rabenkrähe, Amsel, Mauersegler, Bachstelze, Blaumeise, Buchfink, Feldlerche und Stieglitz. Insektivore Vögel wurden überwiegend nahrungssuchend am Boden und in Bäumen der Flächen oder beim Revierverhalten wie Singen, Rufen und Vigilanz auf Sitzwarten Zäunen, Pfählen sowie Kulturschutzeinrichtungen beobachtet. Die intensive Landnutzung der Obstkulturen führte im Vergleich zur naturnahen Streuobstfläche im NSG sowohl auf der Apfel- als auch auf der Kirschkontrollfläche zu einer hochsignifikant geringeren monatlichen Vogelartenzahl. Eine signifikant niedrigere Abundanz der insektivoren Vögel wies jedoch nur die Kirschkontrollfläche auf. Es wurden negative Effekte der intensiven Landnutzung auf die monatliche Abundanz von Gartenrotschwanz, Amsel und Blaumeise nachgewiesen, welche in den Obstkulturen hochsignifikant seltener beobachtet wurden. Der Einsatz von Kulturschutzeinrichtungen führte lediglich beim Hagelschutznetz zu einer zusätzlichen signifikanten Verringerung der monatlichen Vogelartenzahl. Die Folien-Netz-Kombination zeigte keinen signifikanten Einfluss auf die Vogeldiversität. Die Gesamtabundanz der Insektivoren-Gilde blieb in beiden Obstkulturen von Kulturschutzeinrichtungen unbeeinflusst. Abundanzen einzelner Arten zeigten jedoch abweichende Ergebnisse: Die Ringeltaube wurde unter dem Hagelschutznetz der Apfelkultur im Vergleich zur Kontrollfläche gar nicht beobachtet. Die Kohlmeise kam unter der Folien-Netz-Überdachung der Kirschkultur signifikant seltener vor, während der Wiedehopf hier etwa zehnmal häufiger vorkam als auf der Kirschkontrollfläche und der Streuobstfläche im NSG Höllenberg. Entscheidender Faktor für die starke Nutzung der Kirschkulturen waren für den Wiedehopf die vorhandenen vegetationsfreien Bodenbereiche, in denen diese Art bevorzugt nach Nahrungsinsekten sucht. Störungen durch die bei Wind laut flatternde Folienüberdachung auf darunter nahrungssuchende Wiedehopfe wurden nicht beobachtet.
Für die Arthropoden-Gilde wurden 185963 Individuen aus 18 Gruppen gefangen. Der Großteil von 79% dieser Individuen ließ sich Springschwänzen, Ameisen, Zweiflüglern oder Käfern zuordnen. Weitere 20% verteilten sich auf Webspinnen, Asseln, Hautflügler, Milben, Doppelfüßer, Weberknechte, Schnabelkerfe und Ohrwürmer. Die restlichen sechs Arthropodengruppen stellten den restlichen Individuenanteil von 0,9%. Hinsichtlich der determinierten 12910 Käfer-Imagines aus 403 Arten waren Artenzahl, Diversität sowie Anzahl seltener Arten und Habitatspezialisten sandiger Lebensräume in allen drei Untersuchungsjahren auf der naturnahen Streuobstfläche im NSG Höllenberg am höchsten. Die über Bodenfallen ermittelte Arthropoden-Trockenbiomasse lag je nach Fläche bei 9 bis 26 Gramm pro Jahr und die über Flugfallen ermittelte Arthropoden-Trockenbiomasse bei 0,6 bis 4,8 Gramm pro Jahr. Obwohl im Mittel jährlich 5,8 Pestizidbehandlungen in den Kirschkulturen sowie 14,6 Behandlungen in den Apfelkulturen durchgeführt wurden und Insektizide dabei anteilig bis zu 57% ausmachten, konnte kein Einfluss der intensiven Landnutzung mit dem Einsatz von Pestiziden auf die Arthropoden-Trockenbiomasse nachgewiesen werden. Kulturschutzeinrichtungen zeigten ebenfalls keinen Einfluss auf die Arthropoden-Trockenbiomasse.
Diese biozönotische Risikoanalyse belegt, dass der Einsatz von Kulturschutzeinrichtungen zumindest bei Hagelschutznetzen langfristig nachweisbare negative Effekte auf die Diversität von insektivoren Vögeln bewirken kann, welche über die vorhandenen negativen Folgen der intensiven Landnutzung in Obstkulturen hinausgehen. Da intensiv bewirtschaftete Obstkulturen bereits ohne Kulturschutzeinrichtungen zu einer Verarmung der lokalen Biozönose führen, sollte aus ökologischer Sicht vor der Errichtung von Kulturschutzeinrichtungen verlässlich abgewogen werden, ob der zusätzliche Verlust an Biodiversität durch die Verbesserung von Flächenstrukturen der Obstkulturen kompensierbar ist.
The aquatic environment is exposed to multiple environmental pressures and mixtures of chemical substances, among them petroleum and petrochemicals, metals, and pesticides. Aquatic invertebrate communities are used as bioindicators to reflect long-term and integral effects. Information on the presence of species can be supplemented with information on their traits. SPEAR-type bioindicators integrate such trait information on the community level.
This thesis aimed at enhancing specificity of SPEAR-type bioindicators towards particular groups of chemicals, namely to mixtures of oil sands-derived compounds, hydrocarbons, and metals.
For developing a bioindicator for discontinuous contamination with oil-derived organic toxicants, a field study was conducted in the Canadian oil sands development region in Northern Alberta. The traits ‘physiological sensitivity towards organic chemicals’ and ‘generation time’ were integrated to develop the bioindicator SPEARoil, reflecting the community sensitivity towards oil sands derived contamination in relation to fluctuating hydrological conditions.
According to the SPEARorganic approach, a physiological sensitivity ranking of taxa was developed for hydrocarbon contamination originating from crude oil or petroleum distillates. For this purpose, ecotoxicological information from acute laboratory tests was enriched with rapid and mesocosm test results. The developed Shydrocarbons sensitivity values can be used in SPEAR-type bioindicators.
To specifically reflect metal contamination in streams via bioindicators, Australian field studies were re-evaluated with focus on the traits ‘physiological metal sensitivity’ and ‘feeding type’. Metal sensitivity values, however, explained community effects in the field only weakly. Instead, the trait ‘feeding type’ was strongly related to metal exposure. The fraction of predators in a community can, thus, serve as an indicator for metal contamination in the field.
Furthermore, several metrics reflecting exposure to chemical cocktails in the environment were compared using existing pesticide datasets. Exposure metrics based on the 5% fraction of species sensitivity distributions were found to perform best, however, closely followed by Toxic Unit metrics based on the most sensitive species of a community or Daphnia magna.
Soil organic matter (SOM) is a key component responsible for sequestration of organic molecules in soil and regulation of their mobility in the environment. The basic structure of SOM is a supramolecular assembly responding dynamically to the environmental factors and the presence of interacting molecules. Despite of the advances in the understanding of sorption processes, the relation between sorbate molecules, SOM supramolecular structure and its dynamics is limited. An example of a dynamic nature of SOM is a physicochemical matrix aging that is responsible for SOM structural arrangement. The underlying process of the physicochemical aging is the formation of water molecule bridges (WaMB) between functional groups of molecular segments. Since WaMB influence the stiffness of SOM structure, it was hypothesized that formation of WaMB contributes to the sequestration of organic molecules. However, this hypothesis has not been tested experimentally until now. Furthermore, the knowledge about the influence of organic molecules on WAMB is based solely on computer modeling studies. In addition, the influence of organic molecules on some physical phases forming SOM is not well understood. Especially, the interactions between organic molecules and crystalline phases represented by aliphatic crystallites, are only presumed. Thus, the investigation of those interactions in unfractioned SOM is of high importance.
In order to evaluate the involvement of WaMB in the sequestration of organic molecules and to increase our understanding about interactions of organic chemicals with WaMB or aliphatic crystallites, the following hypotheses were tested experimentally. 1) Similarly to crystalline phases in synthetic polymers, aliphatic crystallites, as a part of SOM, cannot be penetrated by organic molecules. 2) The stability of WaMB is determined by the ability of surrounding molecules to interact with water forming WaMB. 3) WaMB prevent organic molecules to leave the SOM matrix and contribute thus to their immobilization. In order to test the hypotheses 1 and 2, a set of experiments including treatment of soils with chosen chemicals was prepared. Interaction abilities of these chemicals were characterized using interaction parameters from the Linear Solvation Energy Relationship theory. WaMB characteristics were monitored using Differential Scanning Calorimetry (DSC) allowing to measure the WaMB thermal stability and the rigidity of SOM matrix; which in turn was determined by the heat capacity change. In addition, DSC and 13C NMR spectroscopy assessed thermal properties and the structure of aliphatic crystallites. The spiking of samples with a model compound, phenol, and measurements of its desorption allowed to link parameters of the desorption kinetics with WaMB characteristics.
The investigation showed that the WaMB stability is significantly reduced by the presence of molecules with H-donor/acceptor interaction abilities. The matrix rigidity associated with WaMB was mainly influenced by the McGowan’s volume of surrounding molecules, suggesting the importance of dispersion forces. The desorption kinetics of phenol followed a first order model with two time constants. Both of them showed a relation with WaMB stability, which supports the hypothesis that WaMB contribute to the physical immobilization of organic molecules. The experiments targeted to the crystallites revealed their structural change from the ordered to the disordered state, when in contact with organic chemicals. This manifested in their melting point depression and the decrease of overall crystallinity. Described structural changes were caused by molecules interacting with specific as well as non-specific forces, which suggests that aliphatic crystallites can be penetrated and modified by molecules with a broad range of interaction abilities.
This work shows that chosen organic molecules interact with constituents of SOM as exemplified on WaMB and aliphatic crystallites, and cause measurable changes of their structure and properties. These findings show that the relevance of aliphatic crystallites for sorption in soil may have been underestimated. The results support the hypothesis that physicochemical matrix aging significantly contributes to the immobilization of organic chemicals in SOM.
Social Business Documents: An Investigation of their Nature, Structure and Long-term Management
(2018)
Business documents contain valuable information. In order to comply with legal requirements, to serve as organisational knowledge and to prevent risks they need to be managed. However, changes in technology with which documents are being produced introduced new kinds of documents and new ways of interacting with documents. Thereby, the web 2.0 led to the development of Enterprise Collaboration Systems (ECS), which enable employees to use wiki, blog or forum applications for conducting their business. Part of the content produced in ECS can be called Social Business Documents (SBD). Compared to traditional digital documents SBD are different in their nature and structure as they are, for example, less well-structured and do not follow a strict lifecycle. These characteristics bring along new management challenges. However, currently research literature lacks investigations on the characteristics of SBD, their peculiarities and management.
This dissertation uses document theory and documentary practice as theoretical lenses to investigate the new challenges of the long-term management of SBD in ECS. By using an interpretative, exploratory, mixed methods approach the study includes two major research parts. First, the nature and structure of Social Business Documents is addressed by analysing them within four different systems using four different modelling techniques each. The findings are used to develop general SBD information models, outlining the basic underlying components, structure, functions and included metadata, as well as a broad range of SBD characteristics. The second phase comprises a focus group, a case study including in-depth interviews and a questionnaire, all conducted with industry representatives. The focus group identified that the kind of SBD used for specific content and the actual place of storage differ between organisations as well as that there are currently nearly no management practices for SBD at hand. The case study provided deep insights into general document management activities and investigated requirements, challenges and actions for managing SBD. Finally, the questionnaire consolidated and deepened the previous findings. It provides insights about the value of SBD, their current management practices as well as management challenges and needs. Despite all participating organisations storing information worth managing in SBD most are not addressing them with management activities and many challenges remain.
Together, the investigations enable a contribution to practice and theory. The progress in practice is summarised through a framework, addressing the long-term management of Social Business Documents. The framework identifies and outlines the requirements and challenges of and the actions for SBD management. It also indicates the dependencies of the different aspects. Furthermore, the findings enable the progress in theory within documentary practice by discussing the extension of document types to include SBD. Existing problems are outlined along the definitions of records and the newly possible characteristics of documents emerging through Social Business Documents are taken into account.
Carabids, which are frequently distributed in agricultural landscapes, are natural enemies of different pests including slugs. Semi-natural habitats are known to affect carabids and thus, their potential to support natural pest control.
The impact of semi-natural habitats was investigated on carabids and slugs within different non-crop habitats (chapter 2). Most carabids and Deroceras reticulatum showed preferences for herbaceous semi-natural habitats, while Arion spp. occured mainly in woody habitats. An increase of predatory carabid abundance, which was linked to an inclining amount of semi-natural habitats in the landscape, and a decrease of Arion spp. densities, indicated a high potential for slug control in structural rich landscapes.
Effects of semi-natural habitats were investigated on predatory carabids and slugs in 18 wheat fields (chapter 3). Predatory carabid species richness was positively affected by the increasing amount of semi-natural habitats in the landscape, whereas predatory carabid abundance was neither influenced by adjacent habitat type nor by the proportion of semi-natural habitats in the landscape. The target pest species showed divergent patterns, whereas Arion spp. densities were highest in structural poor landscapes near woody margins. D. reticulatum was not affected by habitat type or landscape, reflecting its adaptation to agriculture. Results indicate an increased control of Arion spp. by carabids in landscapes with a high amount of semi-natural habitats.
Effects of semi-natural habitats and the influence of farming system was tested on carabid distribution within 18 pumpkin fields (chapter 4). Carabid species richness generally increased with decreasing distance to the field margins, whereas carabid abundance responded differently according to the adjacent habitat type. Farming system had no effect on carabids and landscape heterogeneity only affected carabids in organic pumpkin fields.
Slug and slug egg predation of three common carabid species was tested in single and double species treatments in the laboratory (chapter 5). Results show additive and synergistic effects depending on the carabid species. In general, semi-natural habitats can enhance the potential of slug control by carabids. This counts especially for Arionid slugs. Semi-natural habitats can support carabid communities by providing shelter, oviposition and overwintering sites as wells as complementary food sources. Therefore, it is important to provide a certain amount of non-crop habitats in agricultural landscapes.