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Ziel der hier bereitgestellten Anforderungskataloge ist es, einen Überblick über die Anforderungen zu geben, welche an FDM-Services in den Geisteswissenschaften und in der Psychologie gestellt werden. Dies soll Hochschulen und außeruniversitären Forschungseinrichtungen die Möglichkeit geben, ihre eigenen Servicekataloge um FDM-Services zu erweitern, welche auf die spezifischen Bedarfe der Forschenden in diesen Disziplinen abgestimmt sind. Zudem sollen diese Anforderungskataloge als Vorlage für die Entwicklung weiterer Anforderungskataloge dienen, welche die fachspezifischen FDM-Services in anderen Fachdisziplinen spezifizieren.
Attitudes are "the most distinctive and indispensable concept in contemporary social psychology" (Allport, 1935, p. 798). This outstanding position of the attitude concept in social cognitive research is not only reflected in the innumerous studies focusing on this concept but also in the huge number of theoretical approaches that have been put forth since then. Yet, it is still an open question, what attitudes actually are. That is, the question of how attitude objects are represented in memory cannot be unequivocally answered until now (e.g., Barsalou, 1999; Gawronski, 2007; Pratkanis, 1989, Chapter 4). In particular, researchers strongly differ with respect to their assumptions on the content, format and structural nature of attitude representations (Ferguson & Fukukura, 2012). This prevailing uncertainty on what actually constitutes our likes and dislikes is strongly dovetailed with the question of which processes result in the formation of these representations. In recent years, this issue has mainly been addressed in evaluative conditioning research (EC). In a standard EC-paradigm a neutral stimulus (conditioned stimulus, CS) is repeatedly paired with an affective stimulus (unconditioned stimulus, US). The pairing of stimuli then typically results in changes in the evaluation of the CS corresponding to the evaluative response of the US (De Houwer, Baeyens, & Field, 2005). This experimental approach on the formation of attitudes has primarily been concerned with the question of how the representations underlying our attitudes are formed. However, which processes operate on the formation of such an attitude representation is not yet understood (Jones, Olson, & Fazio, 2010; Walther, Nagengast, & Trasselli, 2005). Indeed, there are several ideas on how CS-US pairs might be encoded in memory. Notwithstanding the importance of these theoretical ideas, looking at the existing empirical work within the research area of EC (for reviews see Hofmann, De Houwer, Perugini, Baeyens, & Crombez, 2010; De Houwer, Thomas, & Baeyens, 2001) leaves one with the impression that scientists have skipped the basic processes. Basic processes hereby especially refer to the attentional processes being involved in the encoding of CSs and USs as well as the relation between them. Against the background of this huge gap in current research on attitude formation, the focus of this thesis will be to highlight the contribution of selective attention processes to a better understanding of the representation underlying our likes and dislikes. In particular, the present thesis considers the role of selective attention processes for the solution of the representation issue from three different perspectives. Before illustrating these different perspectives, Chapter 1 is meant to envision the omnipresence of the representation problem in current theoretical as well as empirical work on evaluative conditioning. Likewise, it emphasizes the critical role of selective attention processes for the representation question in classical conditioning and how this knowledge might be used to put forth the uniqueness of evaluative conditioning as compared to classical conditioning. Chapter 2 then considers the differential influence of attentional resources and goal-directed attention on attitude learning. The primary objective of the presented experiment was thereby to investigate whether attentional resources and goal-directed attention exert their influence on EC via changes in the encoding of CS-US relations in memory (i.e., contingency memory). Taking the findings from this experiment into account, Chapter 3 focuses on the selective processing of the US relative to the CS. In particular, the two experiments presented in this chapter were meant to explore the moderating influence of the selective processing of the US in its relation to the CS on EC. In Chapter 4 the important role of the encoding of the US in relation to the CS, as outlined in Chapter 3, is illuminated in the context of different retrieval processes. Against the background of the findings from the two presented experiments, the interplay between the encoding of CS-US contingencies and the moderation of EC via different retrieval processes will be discussed. Finally, a general discussion of the findings, their theoretical implications and future research lines will be outlined in Chapter 5.
Vor dem Hintergrund eines fachlichen und gesellschaftlichen Interesses an psychologischen Forschungsthemen wurde der Einsatz von Topic Modeling zu deren automatisierten und validen Identifikation erprobt und mit einem traditionellen Ansatz verglichen, der auf Klassifikationskategorien von Fachdatenbanken beruht. Kern der Arbeit sind drei Studien mit unterschiedlichen Anwendungsszenarien: (1) Die Ermittlung psychologischer Brennpunktthemen, (2) das Verhältnis zwischen gesellschaftlichen Herausforderungen und Themen der psychologischen Fachliteratur sowie (3) die Forschungsinteressen von Psychologinnen und Psychologen. In jeder dieser Studien wurden sukzessive neue methodische Schwerpunkte gesetzt. Die Erkenntnisse daraus flossen in die Entwicklung einer nutzerfreundlichen App zur Exploration und Analyse von psychologischen Forschungsthemen ein. Im Vergleich mit dem klassifikationsbasierten Ansatz erwies sich Topic Modeling als Methode der Wahl zur automatisierten und differenzierten Identifikation psychologischer Forschungsthemen. Zur externen Validierung der Themeninhalte stellte sich ein Klassifikationssystem für psychologische Fachliteratur jedoch als geeignet heraus. Einschränkungen, Implikationen für weitere Forschung sowie Folgerungen für die Weiterentwicklung digitaler Produkte von forschungsbasierten Infrastruktureinrichtungen in der Psychologie werden diskutiert. Abschließend wird eine Entscheidungsheuristik zur Auswahl geeigneter Topic-Modeling-Varianten im Kontext von Forschungsthemen vorgelegt.
Die rechtspolitische Diskussion um den rechtlichen Rahmen der Gentechnologie verlangt den Blick über die Grenzen, insbesondere zu den europäischen Nachbarstaaten. Diese Sammlung enthält wesentliche Dokumente der französischen Debatte in französischer und deutscher Zusammenfassung.
This work addresses the algorithmic tractability of hard combinatorial problems. Basically, we are considering \NP-hard problems. For those problems we can not find a polynomial time algorithm. Several algorithmic approaches already exist which deal with this dilemma. Among them we find (randomized) approximation algorithms and heuristics. Even though in practice they often work in reasonable time they usually do not return an optimal solution. If we constrain optimality then there are only two methods which suffice for this purpose: exponential time algorithms and parameterized algorithms. In the first approach we seek to design algorithms consuming exponentially many steps who are more clever than some trivial algorithm (who simply enumerates all solution candidates). Typically, the naive enumerative approach yields an algorithm with run time $\Oh^*(2^n)$. So, the general task is to construct algorithms obeying a run time of the form $\Oh^*(c^n)$ where $c<2$. The second approach considers an additional parameter $k$ besides the input size $n$. This parameter should provide more information about the problem and cover a typical characteristic. The standard parameterization is to see $k$ as an upper (lower, resp.) bound on the solution size in case of a minimization (maximization, resp.) problem. Then a parameterized algorithm should solve the problem in time $f(k)\cdot n^\beta$ where $\beta$ is a constant and $f$ is independent of $n$. In principle this method aims to restrict the combinatorial difficulty of the problem to the parameter $k$ (if possible). The basic hypothesis is that $k$ is small with respect to the overall input size. In both fields a frequent standard technique is the design of branching algorithms. These algorithms solve the problem by traversing the solution space in a clever way. They frequently select an entity of the input and create two new subproblems, one where this entity is considered as part of the future solution and another one where it is excluded from it. Then in both cases by fixing this entity possibly other entities will be fixed. If so then the traversed number of possible solution is smaller than the whole solution space. The visited solutions can be arranged like a search tree. To estimate the run time of such algorithms there is need for a method to obtain tight upper bounds on the size of the search trees. In the field of exponential time algorithms a powerful technique called Measure&Conquer has been developed for this purpose. It has been applied successfully to many problems, especially to problems where other algorithmic attacks could not break the trivial run time upper bound. On the other hand in the field of parameterized algorithms Measure&Conquer is almost not known. This piece of work will present examples where this technique can be used in this field. It also will point out what differences have to be made in order to successfully apply the technique. Further, exponential time algorithms for hard problems where Measure&Conquer is applied are presented. Another aspect is that a formalization (and generalization) of the notion of a search tree is given. It is shown that for certain problems such a formalization is extremely useful.
The glucocorticoid (GC) cortisol, main mediator of the hypothalamic-pituitary-adrenal axis, has many implications in metabolism, stress response and the immune system. GC function is mediated mainly via the glucocorticoid receptor (GR) which binds as a transcription factor to glucocorticoid response elements (GREs). GCs are strong immunosuppressants and used to treat inflammatory and autoimmune diseases. Long-term usage can lead to several irreversible side effects which make improved understanding indispensable and warrant the adaptation of current drugs. Several large scale gene expression studies have been performed to gain insight into GC signalling. Nevertheless, studies at the proteomic level have not yet been made. The effects of cortisol on monocytes and macrophages were studied in the THP-1 cell line using 2D fluorescence difference gel electrophoresis (2D DIGE) combined with MALDI-TOF mass spectrometry. More than 50 cortisol-modulated proteins were identified which belonged to five functional groups: cytoskeleton, chaperones, immune response, metabolism, and transcription/translation. Multiple GREs were found in the promoters of their corresponding genes (+10 kb/-0.2 kb promoter regions including all alternative promoters available within the Database for Transcription Start Sites (DBTSS)). High quality GREs were observed mainly in cortisol modulated genes, corroborating the proteomics results. Differential regulation of selected immune response related proteins were confirmed by qPCR and immuno-blotting. All immune response related proteins (MX1, IFIT3, SYWC, STAT3, PMSE2, PRS7) which were induced by LPS were suppressed by cortisol and belong mainly to classical interferon target genes. Mx1 has been selected for detailed expression analysis since new isoforms have been identified by proteomics. FKBP51, known to be induced by cortisol, was identified as the strongest differentially expressed protein and contained the highest number of strict GREs. Genomic analysis of five alternative FKBP5 promoter regions suggested GC inducibility of all transcripts. 2D DIGE combined with 2D immunoblotting revealed the existence of several previously unknown FKBP51 isoforms, possibly resulting from these transcripts. Additionally multiple post-translational modifications were found, which could lead to different subcellular localization in monocytes and macrophages as seen by confocal microscopy. Similar results were obtained for the different cellular subsets of human peripheral blood mononuclear cells (PBMCs). FKBP51 was found to be constitutively phosphorylated with up to 8 phosphosites in CD19+ B lymphocytes. Differential Co-immunoprecipitation for cytoplasm and nucleus allowed us to identify new potential interaction partners. Nuclear FKBP51 was found to interact with myosin 9, whereas cytosolic FKBP51 with TRIM21 (synonym: Ro52, Sjögren`s syndrome antigen). The GR has been found to interact with THOC4 and YB1, two proteins implicated in mRNA processing and transcriptional regulation. We also applied proteomics to study rapid non-genomic effects of acute stress in a rat model. The nuclear proteome of the thymus was investigated after 15 min restraint stress and compared to the non-stressed control. Most of the identified proteins were transcriptional regulators found to be enriched in the nucleus probably to assist gene expression in an appropriate manner. The proteomic approach allowed us to further understand the cortisol mediated response in monocytes/macrophages. We identified several new target proteins, but we also found new protein variants and post-translational modifications which need further investigation. Detailed study of FKBP51 and GR indicated a complex regulation network which opened a new field of research. We identified new variants of the anti-viral response protein MX1, displaying differential expression and phosphorylation in the cellular compartments. Further, proteomics allowed us to follow the very early effects of acute stress, which happen prior to gene expression. The nuclear thymocyte proteome of restraint stressed rats revealed an active preparation for subsequent gene expression. Proteomics was successfully applied to study differential protein expression, to identify new protein variants and phosphorylation events as well as to follow translocation. New aspects for future research in the field of cortisol-mediated immune modulation have been added.
In Deutschland fallen bei der Wasseraufbereitung, der Verarbeitung von Gesteinen, Recyclingprozessen und in der Industrie etliche mineralische Zwangs-, Koppel-, Neben- oder Abfallprodukte an, die aufgrund ihrer Inhaltsstoffe als Puffersubstanzen oder Nährstofflieferanten im Wald eingesetzt werden könnten. In diesem Projekt wurde die Wirksamkeit und Ökosystemverträglichkeit von Mischungen potentieller Sekundärrohstoffe in Gefäßversuchen, Lysimeterversuchen, Freilandversuchen, Perkolationsversuchen und Keim- und Wachstumsversuchen untersucht. Die Mischungen bestehen aus Enthärterkalk und Magnesitstaub. Eingesetzte Enthärterkalke waren zwei Reaktorkornvarianten und ein Enthärterschlamm, dem zur besseren Händelbarkeit und als Kaliumquelle Bimsmehl bzw. Perlitstaub beigemischt wurde. Zur Anregung der biologischen Aktivität mit Phosphor wurden zwei Enthärterschlammmischungen mit Tiermehlasche aus der Monoverbrennung von Tierkörpermehl versetzt. Als Puffersubstanzen oder Nährstofflieferanten bewährten sich die Reaktorkörner, Magnesitstaub und Bimsmehl. Die Reaktorkornkalke wirken ähnlich dem herkömmlich eingesetzten Dolomit mit hoher oberflächennaher Säurepufferkapazität, verbesserter Basensättigung des Mineralbodens, Reduktion der Schwermetallmobilität und Aluminiumbelegung an den Austauscher sowie Erhöhung der Stickstoffspeicherkapazität. Unter dem Einfluss von Magnesitstaubs erhöhte sich der Magnesiumgehalt der Bodenlösung bis in den Hauptwurzelraum und Magnesiummangel in Pflanzen wurde signifikant behoben. Pflanzenvitalitätskennwerte verbesserten sich deutlich. Der Kaliumgehalt der Bodenlösung verbesserte sich bei Perlitstaub und Bimsmehl, in den Pflanzen nur bei Bimsmehl. Unter Einfluss der Tiermehlasche erhöhte sich weder der Gehalt der Bodenlösung noch die biologische Aktivität. Der enthaltene Phosphor liegt als schwerlösliches Hydroxylapatit vor, leichter lösliches Phosphat wurde als Calciumphosphat festgelegt. Durch geringe Anteile von Kalkmilch im Enthärterschlamm wurden initiale Nitrat- und Protonenschübe initiiert, die in stickstoffgesättigten Systemen problematisch werden können. Auf der Basis der Untersuchungsergebnisse wurden die positiv bewerteten Sekundärrohstoffe in die 2003 neugefasste Düngemittelverordnung aufgenommen.
Evapotranspiration (ET) is one of the most important variables in hydrological studies. In the ET process, energy exchange and water transfer are involved. ET consists of transpiration and evaporation. The amount of plants transpiration dominates in ET. Especially in the forest regions, the ratio of transpiration to ET is in general 80-90 %. Meteorological variables, vegetation properties, precipitation and soil moisture are critical influence factors for ET generation. The study area is located in the forest area of Nahe catchment (Rhineland-Palatinate, Germany). The Nahe catchment is highly wooded. About 54.6 % of this area is covered by forest, with deciduous forest and coniferous forest are two primary types. A hydrological model, WaSiM-ETH, was employed for a long-term simulation from 1971-2003 in the Nahe catchment. In WaSiM-ETH, the potential evapotranspiration (ETP) was firstly calculated by the Penman-Monteith equation, and subsequently reduced according to the soil water content to obtain the actual evapotranspiration (ETA). The Penman-Monteith equation has been widely used and recommended for ETP estimation. The difficulties in applying this equation are the high demand of ground-measured meteorological data and the determination of surface resistance. A method combined remote sensing images with ground-measured meteorological data was also used to retrieve the ETA. This method is based on the surface properties such as surface albedo, fractional vegetation cover (FVC) and land surface temperature (LST) to obtain the latent heat flux (LE, corresponding to ETA) through the surface energy balance equation. LST is a critical variable for surface energy components estimation. It was retrieved from the TM/ETM+ thermal infrared (TIR) band. Due to the high-quality and cloudy-free requirements for TM/ETM+ data selection as well as the overlapping cycle of TM/ETM+ sensor is 16 days, images on only five dates are available during 1971-2003 (model ran) " May 15, 2000, July 05, 2001, July 19, August 04 and September 21 in 2003. It is found that the climate conditions of 2000, 2001 and 2003 are wet, medium wet and dry, respectively. Therefore, the remote sensing-retrieved observations are noncontinuous in a limited number over time but contain multiple climate conditions. Aerodynamic resistance and surface resistance are two most important parameters in the Penman-Monteith equation. However, for forest area, the aerodynamic resistance is calculated by a function of wind speed in the model. Since transpiration and evaporation are separately calculated by the Penman-Monteith equation in the model, the surface resistance was divided into canopy surface resistance rsc and soil surface resistance rse. rsc is related to the plants transpiration and rse is related to the bare soil evaporation. The interception evaporation was not taken into account due to its negligible contribution to ET rate under a dry-canopy (no rainfall) condition. Based on the remote sensing-retrieved observations, rsc and rse were calibrated in the WaSiM-ETH model for both forest types: for deciduous forest, rsc = 150 sm−1, rse = 250 sm−1; for coniferous forest, rsc = 300 sm−1, rse = 650 sm−1. We also carried out sensitivity analysis on rsc and rse. The appropriate value ranges of rsc and rse were determined as (annual maximum): for deciduous forest, [100,225] sm−1 for rsc and [50,450] sm−1 for rse; for coniferous forest, [225,375] sm−1 for rsc and [350,1200] sm−1 for rse. Due to the features of the observations that are in a limited number but contain multiple climate conditions, the statistical indices for model performance evaluation are required to be sensitive to extreme values. In this study, boxplots were found to well exhibit the model performance at both spatial and temporal scale. Nush-Sutcliffe efficiency (NSE), RMSE-observations standard deviation ratio (RSR), percent bias (PBIAS), mean bias error (MBE), mean variance of error distribution (S2d), index of agreement (d), root mean square error (RMSE) were found as appropriate statistical indices to provide additional evaluation information to the boxplots. The model performance can be judged as satisfactory if NSE > 0.5, RSR ≤ 0.7, PBIAS < -±12, MBE < -±0.45, S2d < 1.11, d > 0.79, RMSE < 0.97. rsc played a more important role than rse in ETP and ETA estimation by the Penman-Monteith equation, which is attributed to the fact that transpiration dominates in ET. The ETP estimation was found the most correlated to the relative humidity (RH), followed by air temperature (T), relative sunshine duration (SSD) and wind speed (WS). Under wet or medium wet climate conditions, ETA estimation was found the most correlated to T, followed by RH, SSD and WS. Under a water-stress condition, there were very small correlations between ETA and each meteorological variable.
Die globale Vernetzung, der Flächennutungs- und Klimawandel sind zentrale Aspekte bei der Ursachenanalyse der zunehmenden Homogenisierung von Biozönosen und dem weltweiten Verlust von Biodiversität. Von großer Bedeutung sind dabei Arten, die in sich ein weiträumiges Verbreitungspotential mit einem hohen ökologischen, zum Teil in Verbindung mit einem hohen ökonomischen, Schadpotential vereinen " so genannte invasive Arten. Aufgrund ihrer Eigenschaften bilden sie einen wichtigen Schnittpunkt von Ökologie, Ökonomie und Soziologie in Theorie und Praxis. Im Zuge der steigenden Anzahl von biologischen Invasionen weltweit und dem interessanten, interdisziplinären Charakter des Forschungsfeldes, ist dessen Analyse ein bedeutendes Top-Thema internationaler Forschung geworden. Die durch invasive Arten verursachten Schäden sind enorm: So werden die jährlichen Schäden für die USA, Südafrika, das Vereinigte Königreich, Brasilien und Indien auf insgesamt 336 Milliarden US Dollar geschätzt. Nach einem Bericht der EU Kommissionrnbeläuft sich für die Europäische Union die Summe aller Schäden die durch invasive Arten verursacht werden auf jährlich 12 Mrd. Euro. Folglich stellen invasive Arten zugleich einen zunehmend wichtigeren, rechtlichen Regelungsgegenstand auf den unterschiedlichsten Ebenen (international, europäisch, national) dar. In dieser Dissertation wird die Bedeutung von Verbreitungsmodellen als Analyseund Präventions-Instrument in der naturschutzfachlichen Risikoabschätzung verdeutlicht. Ferner wird die Einsatzmöglichkeit von Modellen für die rechtliche Einstufung von Arten und als Ermessensgrundlage bei der Bewilligung von Kostenersatzansprüchen nach entstandenen Schäden aufgezeigt. Zwei ökonomisch bedeutsame Käferarten wurden zur Veranschaulichung als Modellorganismen ausgewählt: Der für die biologische Schädlingsbekämpfung absichtlich eingeführte Asiatische Marienkäfer Harmonia axyridis und der vorwiegend mit Holzverpackungsmaterialien global verschleppte AsiatischernLaubholzbockkäfer Anoplophora glabripennis. Beide Organismen sind in der EU alsrngebietsfremde Arten mit einem hohen Schadpotential einzustufen, haben jedoch einen sehr unterschiedlichen rechtlichen Status inne. Harmonia axyridis wird in Europa kommerziell vermarktet und darf in Deutschland mit Genehmigungsvorbehalt im Freiland ausgebracht werden, wohingegen Anoplophora glabripennis in der EU als zu bekämpfender Quarantäneschadorganismus geführt wird. Für beide Insekten gibt es derzeit keinen praktikablen Rechtsanspruch auf Schadenshaftung bzw. Entschädigungen. Neben der Erstellung von Verbreitungsmodellen nach naturwissenschaftlichen Kriterien, wird dieser Tatbestand erörtert und entsprechende Verbesserungsansätze für die Normsetzung und -anwendung präsentiert.