TY - JOUR A1 - Aa, Han van der A1 - Rebmann, Adrian A1 - Leopold, Henrik T1 - Natural language-based detection of semantic execution anomalies in event logs JF - Information systems : IS ; an international journal ; data bases N2 - Anomaly detection in process mining aims to recognize outlying or unexpected behavior in event logs for purposes such as the removal of noise and identification of conformance violations. Existing techniques for this task are primarily frequency-based, arguing that behavior is anomalous because it is uncommon. However, such techniques ignore the semantics of recorded events and, therefore, do not take the meaning of potential anomalies into consideration. In this work, we overcome this caveat and focus on the detection of anomalies from a semantic perspective, arguing that anomalies can be recognized when process behavior does not make sense. To achieve this, we propose an approach that exploits the natural language associated with events. Our key idea is to detect anomalous process behavior by identifying semantically inconsistent execution patterns. To detect such patterns, we first automatically extract business objects and actions from the textual labels of events. We then compare these against a process-independent knowledge base. By populating this knowledge base with patterns from various kinds of resources, our approach can be used in a range of contexts and domains. We demonstrate the capability of our approach to successfully detect semantic execution anomalies through an evaluation based on a set of real-world and synthetic event logs and show the complementary nature of semantics-based anomaly detection to existing frequency-based techniques. KW - Process mining KW - Natural language processing KW - Anomaly detection Y1 - 2021 U6 - https://doi.org/10.1016/j.is.2021.101824 SN - 0306-4379 SN - 1873-6076 VL - 102 PB - Elsevier CY - Amsterdam ER - TY - CHAP A1 - Abramova, Olga A1 - Gladkaya, Margarita A1 - Krasnova, Hanna T1 - An unusual encounter with oneself BT - exploring the impact of self-view on online meeting outcomes T2 - ICIS 2021: IS and the future of work N2 - Helping overcome distance, the use of videoconferencing tools has surged during the pandemic. To shed light on the consequences of videoconferencing at work, this study takes a granular look at the implications of the self-view feature for meeting outcomes. Building on self-awareness research and self-regulation theory, we argue that by heightening the state of self-awareness, self-view engagement depletes participants’ mental resources and thereby can undermine online meeting outcomes. Evaluation of our theoretical model on a sample of 179 employees reveals a nuanced picture. Self-view engagement while speaking and while listening is positively associated with self-awareness, which, in turn, is negatively associated with satisfaction with meeting process, perceived productivity, and meeting enjoyment. The criticality of the communication role is put forward: looking at self while listening to other attendees has a negative direct and indirect effect on meeting outcomes; however, looking at self while speaking produces equivocal effects. Y1 - 2021 UR - https://aisel.aisnet.org/icis2021/is_future_work/is_future_work/16 PB - AIS Electronic Library (AISeL) CY - [Erscheinungsort nicht ermittelbar] ER - TY - CHAP A1 - Abramova, Olga A1 - Gundlach, Jana A1 - Bilda, Juliane T1 - Understanding the role of newsfeed clutter in stereotype activation BT - the case of Facebook T2 - PACIS 2021 proceedings N2 - Despite the phenomenal growth of Big Data Analytics in the last few years, little research is done to explicate the relationship between Big Data Analytics Capability (BDAC) and indirect strategic value derived from such digital capabilities. We attempt to address this gap by proposing a conceptual model of the BDAC - Innovation relationship using dynamic capability theory. The work expands on BDAC business value research and extends the nominal research done on BDAC – innovation. We focus on BDAC's relationship with different innovation objects, namely product, business process, and business model innovation, impacting all value chain activities. The insights gained will stimulate academic and practitioner interest in explicating strategic value generated from BDAC and serve as a framework for future research on the subject Y1 - 2021 UR - https://aisel.aisnet.org/pacis2021/79 SN - 978-1-7336325-7-7 IS - 473 PB - AIS Electronic Library (AISeL) CY - [Erscheinungsort nicht ermittelbar] ER - TY - THES A1 - AbuJarour, Safa'a T1 - Digital inclusion T1 - Die Rolle der Informations- und Kommunikationstechnologie bei der Linderung sozialer Störungen BT - the role of information and communication technology in alleviating social disruptions N2 - In this thesis, we tackle two social disruptions: recent refugee waves in Germany and the COVID-19 pandemic. We focus on the use of information and communication technology (ICT) as a key means of alleviating these disruptions and promoting social inclusion. As social disruptions typically lead to frustration and fragmentation, it is essential to ensure the social inclusion of individuals and societies during such times. In the context of the social inclusion of refugees, we focus on the Syrian refugees who arrived in Germany as of 2015, as they form a large and coherent refugee community. In particular, we address the role of ICTs in refugees’ social inclusion and investigate how different ICTs (especially smartphones and social networks) can foster refugees’ integration and social inclusion. In the context of the COVID-19 pandemic, we focus on the widespread unconventional working model of work from home (WFH). Our research here centers on the main constructs of WFH and the key differences in WFH experiences based on personal characteristics such as gender and parental status. We reveal novel insights through four well-established research methods: literature review, mixed methods, qualitative method, and quantitative method. The results of our research have been published in the form of eight articles in major information systems venues and journals. Key results from the refugee research stream include the following: Smartphones represent a central component of refugee ICT use; refugees view ICT as a source of information and power; the social connectedness of refugees is strongly correlated with their Internet use; refugees are not relying solely on traditional methods to learn the German language or pursue further education; the ability to use smartphones anytime and anywhere gives refugees an empowering feeling of global connectedness; and ICTs empower refugees on three levels (community participation, sense of control, and self-efficacy). Key insights from the COVID-19 WFH stream include: Gender and the presence of children under the age of 18 affect workers’ control over their time, technology usefulness, and WFH conflicts, while not affecting their WFH attitudes; and both personal and technology-related factors affect an individual’s attitude toward WFH and their productivity. Further insights are being gathered at the time of submitting this thesis. This thesis contributes to the discussion within the information systems community regarding how to use different ICT solutions to promote the social inclusion of refugees in their new communities and foster an inclusive society. It also adds to the growing body of research on COVID-19, in particular on the sudden workplace transformation to WFH. The insights gathered in this thesis reveal theoretical implications and future opportunities for research in the field of information systems, practical implications for relevant stakeholders, and social implications related to the refugee crisis and the COVID-19 pandemic that must be addressed. N2 - Diese Dissertation beschäftigt sich mit zwei gesellschaftlichen Verwerfungen: den Flüchtlingswellen in Deutschland und der COVID-19-Pandemie. Dabei konzentrieren wir uns auf den Einsatz von Informations- und Kommunikationstechnologie (IKT) als eines der wichtigsten Mittel, um diese Verwerfungen zu mildern/abzufangen und soziale Eingliederung zu fördern. Soziale Verwerfungen führen in der Regel unter anderem zu Frustration und Fragmentierung. Daher ist es essenziell, die soziale Beteiligung von Einzelpersonen und Gesellschaften in solchen Phasen sicherzustellen. Im Kontext der Flüchtlingswellen konzentrieren wir uns auf die Gruppe der syrischen Geflüchteten, die ab 2015 in Deutschland angekommen sind, weil sie eine große kohärente Flüchtlingsgemeinschaft bilden. Insbesondere befassen wir uns mit der Rolle der IKT bei der sozialen Eingliederung von Geflüchteten in die Gesellschaft und der Frage, wie verschiedene IKT-Dienste (insbesondere Smartphones und soziale Netzwerke) eine bessere Integration und soziale Eingliederung von Geflüchteten fördern können. Im Zusammenhang mit der COVID-19-Pandemie konzentrieren wir uns auf das weit verbreitete unkonventionelle Arbeitsmodell „Work from Home“ (WFH). Unsere Forschung in diesem Zusammenhang fokussiert sich auf die Hauptkomponenten der Arbeit von zuhause und die Hauptunterschiede bei WFHErfahrungen, die auf persönlichen Merkmalen, z.B. Geschlecht und Familiensituation, beruhen. Wir konnten neue Erkenntnisse gewinnen, die sich auf folgenden vier etablierten Forschungsmethoden stützen: Literaturrecherche, Mixed-Methoden, qualitative Methoden und quantitative Methoden. Die Ergebnisse unserer Forschung wurden in acht Forschungsartikeln innerhalb von relevanten Tagungen und Fachzeitschriften für Informationssysteme veröffentlicht. Zu den wichtigsten Erkenntnissen der Forschung zur Rolle der IKTs bei der Integration Geflüchteter gehören: Smartphones sind ein zentrales Element der IKT-Nutzung von Geflüchteten. Sie betrachten IKT als Informations- und Machtquelle. Die soziale Verbundenheit von Geflüchteten hängt stark mit ihrer Internetnutzung zusammen. Sie verlassen sich nicht nur auf traditionelle Methoden, um die deutsche Sprache zu lernen und sich weiterzubilden. Die Möglichkeit, das Smartphone jederzeit und überall zu nutzen, gibt Geflüchteten ein Gefühl der globalen Vernetzung und IKT tragen dazu bei, Geflüchtete in folgenden drei Punkten zu stärken: Beteiligung an der Gemeinschaft, Gefühl der Kontrolle und Selbstwirksamkeit. Zu den wichtigsten Erkenntnissen aus dem COVID-19-WFM-Stream gehören: Das Geschlecht und die Anwesenheit von Kindern unter 18 Jahren beeinflussen die Kontrolle der Arbeitnehmer über ihre Zeit, den technologischen Nutzen und den WFH-Konflikt, ohne jedoch ihre Einstellung zu WFH zu beeinträchtigen. Sowohl persönliche als auch technologische Faktoren beeinflussen die Einstellung eines Einzelnen zur Arbeit von zuhause und seine Produktivität. Zum Zeitpunkt der Einreichung dieser Dissertation werden in fortlaufenden Forschungsprojekte weitere Erkenntnisse zu diesem Themenbereich gesammelt. Diese Dissertation trägt einerseits zur Diskussion innerhalb der Gesellschaft für Informationssysteme bei, indem sie aufzeigt wie verschiedene IKT-Lösungen eingesetzt werden können, um die soziale Eingliederung von Geflüchteten in ihren neuen Gemeinschaften zu fördern und so zu einer integrativen Gesellschaft beizutragen. Andererseits steuert die Dissertation neues Wissen zu der Forschung über COVID-19 bei, insbesondere zur Umstellung des Arbeitsumfelds im Kontext von Heimarbeit (WFH). Die im Rahmen dieser Arbeit gesammelten Erkenntnisse tragen maßgeblich dazu bei, theoretische Implikationen und zukünftige Forschungsmöglichkeiten auf dem Gebiet der Informationssysteme aufzudecken. Ferner werden praktische Implikationen für relevante Stakeholder und soziale Auswirkungen im Zusammenhang mit der Flüchtlingskrise und der COVID-19-Pandemie adressiert, die in Zukunft entscheidend und wichtig sein werden. KW - Digital Inclusion KW - Social Inclusion KW - Refugees KW - Work From Home KW - COVID-19 KW - COVID-19 KW - Digitale Inklusion KW - Soziale Inklusion KW - Arbeit von zu Hause KW - Flüchtlinge Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-510535 ER - TY - JOUR A1 - AbuJarour, Safa'a A1 - Ajjan, Haya A1 - Fedorowicz, Jane A1 - Köster, Antonia T1 - ICT support for refugees and undocumented immigrants JF - Communications of the Association for Information Systems : CAIS N2 - Immigrant integration has become a primary political concern for leaders in Germany and the United States. The information systems (IS) community has begun to research how information and communications technologies can assist immigrants and refugees, such as by examining how countries can facilitate social-inclusion processes. Migrants face the challenge of joining closed communities that cannot integrate or fear doing so. We conducted a panel discussion at the 2019 Americas Conference on Information Systems (AMCIS) in Cancun, Mexico, to introduce multiple viewpoints on immigration. In particular, the panel discussed how technology can both support and prevent immigrants from succeeding in their quest. We conducted the panel to stimulate a thoughtful and dynamic discussion on best practices and recommendations to enhance the discipline's impact on alleviating the challenges that occur for immigrants in their host countries. In this panel report, we introduce the topic of using ICT to help immigrants integrate and identify differences between North/Central America and Europe. We also discuss how immigrants (particularly refugees) use ICT to connect with others, feel that they belong, and maintain their identity. We also uncover the dark and bright sides of how governments use ICT to deter illegal immigration. Finally, we present recommendations for researchers and practitioners on how to best use ICT to assist with immigration. KW - refugees KW - immigration KW - social inclusion KW - deterrence KW - ICT KW - bright side KW - dark side Y1 - 2020 U6 - https://doi.org/10.17705/1CAIS.04840 SN - 1529-3181 VL - 48 SP - 456 EP - 475 PB - Association for Information Systems CY - New York, NY ER - TY - JOUR A1 - AbuJarour, Safa'a A1 - Ajjan, Haya A1 - Fedorowicz, Jane A1 - Owens, Dawn T1 - How working from home during COVID-19 affects academic productivity JF - Communications of the Association for Information Systems : CAIS N2 - The coronavirus disease of 2019 (COVID-19) pandemic has forced most academics to work from home. This sudden venue change can affect academics' productivity and exacerbate the challenges that confront universities as they face an uncertain future. In this paper, we identify factors that influence academics' productivity while working from home during the mandate to self-isolate. From analyzing results from a global survey we conducted, we found that both personal and technology-related factors affect an individual's attitude toward working from home and productivity. Our results should prove valuable to university administrators to better address the work-life challenges that academics face. KW - work from home KW - academic KW - COVID-19 KW - productivity KW - WFH KW - technology KW - usefulness KW - family-work conflict Y1 - 2021 U6 - https://doi.org/10.17705/1CAIS.04808 SN - 1529-3181 VL - 48 SP - 55 EP - 64 PB - Association for Information Systems CY - New York, NY ER - TY - GEN A1 - Abujarour, Safa’a A1 - Köster, Antonia A1 - Krasnova, Hanna A1 - Wiesche, Manuel T1 - Technology as a source of power BT - Exploring how ICT use contributes to the social inclusion of refugees in Germany T2 - Zweitveröffentlichungen der Universität Potsdam : Wirtschafts- und Sozialwissenschaftliche Reihe N2 - Since the beginning of the recent global refugee crisis, researchers have been tackling many of its associated aspects, investigating how we can help to alleviate this crisis, in particular, using ICTs capabilities. In our research, we investigated the use of ICT solutions by refugees to foster the social inclusion process in the host community. To tackle this topic, we conducted thirteen interviews with Syrian refugees in Germany. Our findings reveal different ICT usages by refugees and how these contribute to feeling empowered. Moreover, we show the sources of empowerment for refugees that are gained by ICT use. Finally, we identified the two types of social inclusion benefits that were derived from empowerment sources. Our results provide practical implications to different stakeholders and decision-makers on how ICT usage can empower refugees, which can foster the social inclusion of refugees, and what should be considered to support them in their integration effort. T3 - Zweitveröffentlichungen der Universität Potsdam : Wirtschafts- und Sozialwissenschaftliche Reihe - 190 KW - culture, identity, and inclusion KW - empowerment KW - ict KW - refugees KW - social inclusion KW - technology Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-607491 UR - https://hdl.handle.net/10125/70936 SN - 978-0-9981331-4-0 SN - 1867-5808 ER - TY - JOUR A1 - Abujarour, Safa’a A1 - Köster, Antonia A1 - Krasnova, Hanna A1 - Wiesche, Manuel T1 - Technology as a source of power BT - Exploring how ICT use contributes to the social inclusion of refugees in Germany JF - Proceedings of the 54th Hawaii International Conference on System Sciences N2 - Since the beginning of the recent global refugee crisis, researchers have been tackling many of its associated aspects, investigating how we can help to alleviate this crisis, in particular, using ICTs capabilities. In our research, we investigated the use of ICT solutions by refugees to foster the social inclusion process in the host community. To tackle this topic, we conducted thirteen interviews with Syrian refugees in Germany. Our findings reveal different ICT usages by refugees and how these contribute to feeling empowered. Moreover, we show the sources of empowerment for refugees that are gained by ICT use. Finally, we identified the two types of social inclusion benefits that were derived from empowerment sources. Our results provide practical implications to different stakeholders and decision-makers on how ICT usage can empower refugees, which can foster the social inclusion of refugees, and what should be considered to support them in their integration effort. KW - culture, identity, and inclusion KW - empowerment KW - ict KW - refugees KW - social inclusion KW - technology Y1 - 2021 UR - https://hdl.handle.net/10125/70936 SN - 978-0-9981331-4-0 U6 - https://doi.org/10.24251/HICSS.2021.322 SN - 0073-1129 SP - 2637 EP - 2646 PB - Western Periodicals Co. CY - North Hollywood, Calif. ER - TY - JOUR A1 - Ackfeld, Viola A1 - Rohloff, Tobias A1 - Rzepka, Sylvi T1 - Increasing personal data contributions for the greater public good BT - a field experiment on an online education platform JF - Behavioural public policy N2 - Personal data increasingly serve as inputs to public goods. Like other types of contributions to public goods, personal data are likely to be underprovided. We investigate whether classical remedies to underprovision are also applicable to personal data and whether the privacy-sensitive nature of personal data must be additionally accounted for. In a randomized field experiment on a public online education platform, we prompt users to complete their profiles with personal information. Compared to a control message, we find that making public benefits salient increases the number of personal data contributions significantly. This effect is even stronger when additionally emphasizing privacy protection, especially for sensitive information. Our results further suggest that emphasis on both public benefits and privacy protection attracts personal data from a more diverse set of contributors. KW - field experiment KW - personal data KW - public good KW - privacy Y1 - 2021 U6 - https://doi.org/10.1017/bpp.2021.39 SN - 2398-063X SN - 2398-0648 SP - 1 EP - 27 PB - Cambridge University Press CY - Cambridge ER - TY - JOUR A1 - Adam, Maurits A1 - Gumbsch, Christian A1 - Butz, Martin V. A1 - Elsner, Birgit T1 - The impact of action effects on infants’ predictive gaze shifts for a non-human grasping action at 7, 11, and 18 months JF - Frontiers in psychology N2 - During the observation of goal-directed actions, infants usually predict the goal at an earlier age when the agent is familiar (e.g., human hand) compared to unfamiliar (e.g., mechanical claw). These findings implicate a crucial role of the developing agentive self for infants' processing of others' action goals. Recent theoretical accounts suggest that predictive gaze behavior relies on an interplay between infants' agentive experience (top-down processes) and perceptual information about the agent and the action-event (bottom-up information; e.g., agency cues). The present study examined 7-, 11-, and 18-month-old infants' predictive gaze behavior for a grasping action performed by an unfamiliar tool, depending on infants' age-related action knowledge about tool-use and the display of the agency cue of producing a salient action effect. The results are in line with the notion of a systematic interplay between experience-based top-down processes and cue-based bottom-up information: Regardless of the salient action effect, predictive gaze shifts did not occur in the 7-month-olds (least experienced age group), but did occur in the 18-month-olds (most experienced age group). In the 11-month-olds, however, predictive gaze shifts occurred only when a salient action effect was presented. This sheds new light on how the developing agentive self, in interplay with available agency cues, supports infants' action-goal prediction also for observed tool-use actions. KW - infancy KW - predictive gaze behavior KW - eye tracking KW - tool-use actions KW - agency cues KW - developing agentive self KW - non-human grasping Y1 - 2021 U6 - https://doi.org/10.3389/fpsyg.2021.695550 SN - 1664-1078 VL - 12 PB - Frontiers Research Foundation CY - Lausanne ER - TY - JOUR A1 - Adamik, Verena T1 - From Utopian Island to global empire BT - Alex Garland's the Beach JF - Utopian Studies N2 - This article discusses how Alex Garland’s The Beach (1996) engages with conceptions of utopian islands, nation, and colonialism in modernity and how it, from this basis, develops a different spatiality that reflects on a more deterritorialized form of imperial domination within late twentieth-century globalization, as exercised by the United States. The novel is shown to subvert, but not to abolish, two spatial formations that originated in early modernity: nation and utopia. Building on Jean Baudrillard’s elaborations regarding simulation and simulacra, the article argues that The Beach creates a hyperreal narrative that does away with the idea of isolated, bounded spaces and that in form and content corresponds with the worldwide dominance of the United States at the end of the twentieth century. Y1 - 2021 U6 - https://doi.org/doi: 10.5325/utopianstudies.31.3.0457 VL - 31 IS - 3 SP - 457 EP - 474 PB - Penn State University Press CY - University Park, Pa ER - TY - JOUR A1 - Adamik, Verena T1 - Making worlds from literature BT - W.E.B. Du Bois’s The Quest of the Silver Fleece and Dark Princess JF - Thesis eleven : critical theory and historical sociology N2 - While W.E.B. Du Bois’s first novel, The Quest of the Silver Fleece (1911), is set squarely in the USA, his second work of fiction, Dark Princess: A Romance (1928), abandons this national framework, depicting the treatment of African Americans in the USA as embedded into an international system of economic exploitation based on racial categories. Ultimately, the political visions offered in the novels differ starkly, but both employ a Western literary canon – so-called ‘classics’ from Greek, German, English, French, and US American literature. With this, Du Bois attempts to create a new space for African Americans in the world (literature) of the 20th century. Weary of the traditions of this ‘world literature’, the novels complicate and begin to decenter the canon that they draw on. This reading traces what I interpret as subtle signs of frustration over the limits set by the literature that underlies Dark Princess, while its predecessor had been more optimistic in its appropriation of Eurocentric fiction for its propagandist aims. KW - African American literature KW - Eurocentrism KW - genre KW - intertextuality KW - race Y1 - 2021 U6 - https://doi.org/https://doi.org/10.1177/0725513621993308 SN - 0725-5136 SN - 1461-7455 VL - 162 IS - 1 SP - 105 EP - 120 PB - Sage CY - London ER - TY - THES A1 - Aga-Barfknecht, Heja T1 - Investigation of the phenotype and genetic variant(s) of the diabetes locus Nidd/DBA N2 - Diabetes is a major public health problem with increasing global prevalence. Type 2 diabetes (T2D), which accounts for 90% of all diagnosed cases, is a complex polygenic disease also modulated by epigenetics and lifestyle factors. For the identification of T2D-associated genes, linkage analyses combined with mouse breeding strategies and bioinformatic tools were useful in the past. In a previous study in which a backcross population of the lean and diabetes-prone dilute brown non-agouti (DBA) mouse and the obese and diabetes-susceptible New Zealand obese (NZO) mouse was characterized, a major diabetes quantitative trait locus (QTL) was identified on chromosome 4. The locus was designated non-insulin dependent diabetes from DBA (Nidd/DBA). The aim of this thesis was (i) to perform a detailed phenotypic characterization of the Nidd/DBA mice, (ii) to further narrow the critical region and (iii) to identify the responsible genetic variant(s) of the Nidd/DBA locus. The phenotypic characterization of recombinant congenic mice carrying a 13.6 Mbp Nidd/DBA fragment with 284 genes presented a gradually worsening metabolic phenotype. Nidd/DBA allele carriers exhibited severe hyperglycemia (~19.9 mM) and impaired glucose clearance at 12 weeks of age. Ex vivo perifusion experiments with islets of 13-week-old congenic mice revealed a tendency towards reduced insulin secretion in homozygous DBA mice. In addition, 16-week-old mice showed a severe loss of β-cells and reduced pancreatic insulin content. Pathway analysis of transcriptome data from islets of congenic mice pointed towards a downregulation of cell survival genes. Morphological analysis of pancreatic sections displayed a reduced number of bi-hormonal cells co-expressing glucagon and insulin in homozygous DBA mice, which could indicate a reduced plasticity of endocrine cells in response to hyperglycemic stress. Further generation and phenotyping of recombinant congenic mice enabled the isolation of a 3.3 Mbp fragment that was still able to induce hyperglycemia and contained 61 genes. Bioinformatic analyses including haplotype mapping, sequence and transcriptome analysis were integrated in order to further reduce the number of candidate genes and to identify the presumable causative gene variant. Four putative candidate genes (Ttc39a, Kti12, Osbpl9, Calr4) were defined, which were either differentially expressed or carried a sequence variant. In addition, in silico ChIP-Seq analyses of the 3.3 Mbp region indicated a high number of SNPs located in active regions of binding sites of β-cell transcription factors. This points towards potentially altered cis-regulatory elements that could be responsible for the phenotype conferred by the Nidd/DBA locus. In summary, the Nidd/DBA locus mediates impaired glucose homeostasis and reduced insulin secretion capacity which finally leads to β-cell death. The downregulation of cell survival genes and reduced plasticity of endocrine cells could further contribute to the β-cell loss. The critical region was narrowed down to a 3.3 Mbp fragment containing 61 genes, of which four might be involved in the development of the diabetogenic Nidd/DBA phenotype. N2 - Die Diabetesprävalenz nimmt seit Jahren weltweit zu, wobei etwa 90% der diagnostizierten Diabeteserkrankungen einem Typ-2-Diabetes (T2D) zuzuordnen sind. T2D ist eine komplexe polygene Stoffwechselerkrankung, die auch durch epigenetische Faktoren und den Lebensstil beeinflusst wird. Die Identifizierung und Untersuchung von Diabetes-assoziierten Genen wird unter anderem durch Kopplungsanalysen und darauf aufbauende zuchtstrategische und bioinformatische Analysen ermöglicht. In einer vorangegangenen Studie wurde der schlanke, Diabetes-anfällige dilute brown non-agouti (DBA)-Mausstamm mit der adipösen und ebenfalls Diabetes-suszeptiblen New Zealand obese (NZO)-Maus verpaart und die erste Rückkreuzungsgeneration einer Kopplungsanalyse unterzogen. Hierbei wurde ein hoch signifikanter quantitative trait locus (QTL) für Diabetes auf Chromosom 4 nachgewiesen. Dieser Locus ist mit erhöhten Blutzuckerwerten, reduzierten Plasmainsulinkonzentrationen und einem niedrigen pankreatischen Insulingehalt assoziiert und wurde als Nidd/DBA (engl. für nicht insulinabhängiger Diabetes von DBA-Allelen) bezeichnet. Das Ziel der vorliegenden Arbeit war es, (i) das kritische Fragment des Nidd/DBA-Locus‘ zu verkleinern, (ii) die phänotypische Ausprägung des Nidd/DBA-Locus‘ zu untersuchen sowie (iii) die ursächliche(n) genetische(n) Variante(n) zu identifizieren. Die phänotypische Charakterisierung von kongenen Mäusen mit einem kritischen Fragment von 13.6 Mbp, welches 284 Gene enthält, zeigte bereits im Alter von 12 Wochen eine starke Hyperglykämie (~19.9 mM) und eine unzureichende Glucose-Clearance bei Nidd/DBA-Allelträgern. Ex-vivo Perifusionsversuche mit isolierten Inseln von 13 Wochen alten kongenen Mäusen zeigten eine tendenziell reduzierte Insulinsekretion in homozygoten DBA-Allelträgern. Im Alter von 16 Wochen wiesen die Tiere einen erheblichen Verlust der β-Zellen, sowie eine Abnahme der pankreatischen Insulinkonzentration auf. Transkriptomdaten der Langerhans-Inseln mit anschließender Signalweganalyse deuteten darauf hin, dass Nidd/DBA-Allelträger eine verminderte Expression von Genen aufzeigen, die für das Überleben von Zellen essentiell sind. In homozygoten DBA-Allelträgern wurde eine reduzierte Anzahl von Glucagon/Insulin-bi-hormonellen Zellen nachgewiesen, was auf eine verminderte Plastizität der endokrinen Zellen hinweisen könnte. Die Zucht weiterer kongener Mäuse und ihre Phänotypisierung ermöglichten die Isolierung eines 3.3 Mbp großen Fragments, das 61 Gene enthielt und eine Hyperglykämie auslöste. Bioinformatische Analysen, wie die Kartierung von Haplotypen und Datenbank-, Sequenz- sowie Transkriptomanalysen, wurden integriert, um die Anzahl der Kandidatengene weiter zu reduzieren und die Hyperglykämie auslösende(n) Genvariante(n) zu identifizieren. Es konnten vier potentielle Kandidatengene (Ttc39a, Osbpl9, Kti12, Calr4) definiert werden, die entweder eine differenzielle Expression oder eine Sequenzvariante aufwiesen. Mit Hilfe von in-silico-Analysen von ChIP-Seq-Daten wurden SNPs in aktiven Bindungsstellen von β-Zell-Transkriptionsfaktoren identifiziert. Diese könnten cis-regulatorische Elemente darstellen, die Gene außerhalb dieses 3.3 Mbp großen Fragments beeinflussen und möglichweise für den Phänotyp verantwortlich sind. Zusammenfassend konnte gezeigt werden, dass der Nidd/DBA-Locus für eine beeinträchtigte Glucosehomöostase und eine Verschlechterung der Insulinsekretion verantwortlich ist, welche langfristig zum Verlust von β-Zellen führen. Die bisherigen Ergebnisse deuten darauf hin, dass sowohl die verringerte Expression der für das Zellüberleben essentiellen Gene als auch eine verringerte Plastizität der endokrinen Zellen zum Untergang von Langerhans-Inseln beitragen. Das kritische Fragment wurde auf eine Größe von 3.3 Mbp mit 61 Genen reduziert, von denen vier Gene als verantwortliche Kandidaten für den beschriebenen Nidd/DBA-Phänotyp bedeutsam sein können KW - Diabetes KW - Genetics KW - Glucose intolerance KW - Insulin secretion KW - Susceptibility-genes KW - Diabetes KW - Genetik KW - Glukoseintoleranz KW - Insulinsekretion KW - Suszeptibilitätsgene Y1 - 2021 ER - TY - JOUR A1 - Ahmadi, Hamid A1 - Herat, Nehara A1 - Alizadeh, Shahab A1 - Button, Duane C. A1 - Granacher, Urs A1 - Behm, David G. T1 - Effect of an inverted seated position with upper arm blood flow restriction on measures of elbow flexors neuromuscular performance JF - PLOS ONE / Public Library of Science N2 - Purpose The objective of the investigation was to determine the concomitant effects of upper arm blood flow restriction (BFR) and inversion on elbow flexors neuromuscular responses. Methods Randomly allocated, 13 volunteers performed four conditions in a within-subject design: rest (control, 1-min upright position without BFR), control (1-min upright with BFR), 1-min inverted (without BFR), and 1-min inverted with BFR. Evoked and voluntary contractile properties, before, during and after a 30-s maximum voluntary contraction (MVC) exercise intervention were examined as well as pain scale. Results Inversion induced significant pre-exercise intervention decreases in elbow flexors MVC (21.1%, Z2p = 0.48, p = 0.02) and resting evoked twitch forces (29.4%, Z2p = 0.34, p = 0.03). The 30-s MVC induced significantly greater pre- to post-test decreases in potentiated twitch force (Z2p = 0.61, p = 0.0009) during inversion (75%) than upright (65.3%) conditions. Overall, BFR decreased MVC force 4.8% (Z2p = 0.37, p = 0.05). For upright position, BFR induced 21.0% reductions in M-wave amplitude (Z2p = 0.44, p = 0.04). There were no significant differences for electromyographic activity or voluntary activation as measured with the interpolated twitch technique. For all conditions, there was a significant increase in pain scale between the 40-60 s intervals and post-30-s MVC (upright< inversion, and without BFR< BFR). Conclusion The concomitant application of inversion with elbow flexors BFR only amplified neuromuscular performance impairments to a small degree. Individuals who execute forceful contractions when inverted or with BFR should be cognizant that force output may be impaired. Y1 - 2021 U6 - https://doi.org/10.1371/journal.pone.0245311 SN - 1932-6203 VL - 16 IS - 5 PB - PLoS CY - San Fransisco ER - TY - GEN A1 - Ahn, Byeongsun A1 - Brenner, Anna-Katharina A1 - Cucca, Roberta A1 - Friesenecker, Michael A1 - Litschauer, Katharina A1 - Mocca, Elisabetta A1 - Riederer, Bernhard ED - Kazepov, Yuri Albert Kyrill ED - Verwiebe, Roland T1 - Vienna BT - Still a just city? T2 - Zweitveröffentlichungen der Universität Potsdam : Wirtschafts- und Sozialwissenschaftliche Reihe N2 - This book explores and debates the urban transformations that have taken place in Vienna over the past 30 years and their consequences in policy fields such as labour and housing, political and social participation and the environment. Historically, European cities have been characterised by a strong association between social cohesion, quality of life, economic ambition and a robust State. Vienna is an excellent example for that. In more recent years, however, cities were pressured to change policy principles and mechanisms in the context of demographic shifts, post-industrial transformations and welfare recalibration which have led to worsened social conditions in many cities. Each chapter in this volume discusses Vienna's responses to these pressures in key policy arenas, looking at outcomes from the context-specific local arrangements. Against a theoretical framework debating the European city as a model of inclusion and social justice, authors explore the local capacity to innovate urban policies and to address new social risks, while paying attention to potential trade-offs. The book questions and assesses the city's resilience using time series and an institutional analysis of four key dimensions that characterise the European city model within the context of post-industrial transition: redistribution, recognition, representation and sustainability. It offers a multiscalar perspective of urban governance through labour, housing, participatory and environmental policies, bringing together different levels and public policy types. T3 - Zweitveröffentlichungen der Universität Potsdam : Wirtschafts- und Sozialwissenschaftliche Reihe - 196 KW - Electoral geography KW - Social housing innovation KW - Labour market policies KW - Economic restructuring KW - Environmental quality Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-537843 SN - 978-0-367-68011-4 SN - 978-1-003133-82-7 SN - 978-0-367-68013-8 SN - 1867-5808 ER - TY - BOOK A1 - Ahn, Byeongsun A1 - Brenner, Anna-Katharina A1 - Cucca, Roberta A1 - Friesenecker, Michael A1 - Litschauer, Katharina A1 - Mocca, Elisabetta A1 - Riederer, Bernhard ED - Kazepov, Yuri ED - Verwiebe, Roland T1 - Vienna BT - Still a just city? T3 - Built environment city studies N2 - This book explores and debates the urban transformations that have taken place in Vienna over the past 30 years and their consequences in policy fields such as labour and housing, political and social participation and the environment. Historically, European cities have been characterised by a strong association between social cohesion, quality of life, economic ambition and a robust State. Vienna is an excellent example for that. In more recent years, however, cities were pressured to change policy principles and mechanisms in the context of demographic shifts, post-industrial transformations and welfare recalibration which have led to worsened social conditions in many cities. Each chapter in this volume discusses Vienna's responses to these pressures in key policy arenas, looking at outcomes from the context-specific local arrangements. Against a theoretical framework debating the European city as a model of inclusion and social justice, authors explore the local capacity to innovate urban policies and to address new social risks, while paying attention to potential trade-offs. The book questions and assesses the city's resilience using time series and an institutional analysis of four key dimensions that characterise the European city model within the context of post-industrial transition: redistribution, recognition, representation and sustainability. It offers a multiscalar perspective of urban governance through labour, housing, participatory and environmental policies, bringing together different levels and public policy types. KW - Electoral geography KW - Social housing innovation KW - Labour market policies KW - Economic restructuring KW - Environmental quality Y1 - 2021 SN - 978-0-367-68011-4 SN - 978-1-003133-82-7 SN - 978-0-367-68013-8 U6 - https://doi.org/10.4324/9781003133827 SP - 1 EP - 155 PB - Routledge CY - London ER - TY - JOUR A1 - Akarsu, Pinar A1 - Grobe, Richard A1 - Nowaczyk, Julius A1 - Hartlieb, Matthias A1 - Reinicke, Stefan A1 - Böker, Alexander A1 - Sperling, Marcel A1 - Reifarth, Martin T1 - Solid-phase microcontact printing for precise patterning of rough surfaces BT - using polymer-tethered elastomeric stamps for the transfer of reactive silanes JF - ACS applied polymer materials N2 - We present a microcontact printing (mu CP) routine suitable to introduce defined (sub-) microscale patterns on surface substrates exhibiting a high capillary activity and receptive to a silane-based chemistry. This is achieved by transferring functional trivalent alkoxysilanes, such as (3-aminopropyl)-triethoxysilane (APTES) as a low-molecular weight ink via reversible covalent attachment to polymer brushes grafted from elastomeric polydimethylsiloxane (PDMS) stamps. The brushes consist of poly{N-[tris(hydroxymethyl)-methyl]acrylamide} (PTrisAAm) synthesized by reversible addition-fragmentation chain-transfer (RAFT)-polymerization and used for immobilization of the alkoxysilane-based ink by substituting the alkoxy moieties with polymer-bound hydroxyl groups. Upon physical contact of the silane-carrying polymers with surfaces, the conjugated silane transfers to the substrate, thus completely suppressing ink-flow and, in turn, maximizing printing accuracy even for otherwise not addressable substrate topographies. We provide a concisely conducted investigation on polymer brush formation using atomic force microscopy (AFM) and ellipsometry as well as ink immobilization utilizing two-dimensional proton nuclear Overhauser enhancement spectroscopy (H-1-H-1-NOESY-NMR). We analyze the mu CP process by printing onto Si-wafers and show how even distinctively rough surfaces can be addressed, which otherwise represent particularly challenging substrates. KW - microcontact printing KW - capillary-active substrates KW - silane chemistry KW - PDMS surface grafting KW - surface patterning KW - shuttled RAFT-polymerization Y1 - 2021 U6 - https://doi.org/10.1021/acsapm.1c00024 SN - 2637-6105 VL - 3 IS - 5 SP - 2420 EP - 2431 PB - American Chemical Society CY - Washington ER - TY - JOUR A1 - Alberto, Ibraimo A1 - Schenck, Marcia C. T1 - Paths Are Made by Walking BT - Memories of Being a Mozambican Contract Worker in the GDR JF - Navigating Socialist Encounters Y1 - 2021 SN - 978-3-11-062354-3 SN - 978-3-11-062231-7 U6 - https://doi.org/10.1515/9783110623543-010 SP - 247 EP - 262 PB - de Gruyter CY - Oldenburg ER - TY - THES A1 - Alfine, Eugenia T1 - Investigation of Sirtuin 3 overexpression as a genetic model of fasting in hypothalamic neurons Y1 - 2021 ER - TY - THES A1 - Altabal, Osamah T1 - Design and fabrication of geometry-assisted on-demand dosing systems N2 - The controlled dosage of substances from a device to its environment, such as a tissue or an organ in medical applications or a reactor, room, machinery or ecosystem in technical, should ideally match the requirements of the applications, e.g. in terms of the time point at which the cargo is released. On-demand dosage systems may enable such a desired release pattern, if the device contain suitable features that can translate external signals into a release function. This study is motivated by the opportunities arising from microsystems capable of an on-demand release and the contributions that geometrical design may have in realizing such features. The goals of this work included the design, fabrication, characterization and experimental proof-of-concept of geometry-assisted triggerable dosing effect (a) with a sequential dosing release and (b) in a self-sufficient dosage system. Structure-function relationships were addressed on the molecular, morphological and, with a particular attention, the device design level, which is on the micrometer scale. Models and/or computational tools were used to screen the parameter space and provide guidance for experiments. N2 - Die kontrollierte Freisetzung von Substanzen aus einem Device in seine Umgebung, wie ein Gewebe oder Organ in medizinischen Anwendungen oder ein Reaktor, ein Raum, ein Gerät oder ein Ökosystem in technischer Nutzung sollte idealerweise den Anforderungen des Einsatzzweckes entsprechen, beispielsweise hinsichtlich des Zeitpunktes an dem die Freisetzung erfolgt. On-demand Freisetzungssysteme könnten eine derartiges gewünschtes Verhalten zeigen, wenn das System die Befähigung besitzt, externe Signale in eine Freisetzungsfunktion zu überführen. Diese Arbeit greift die Möglichkeiten auf, die sich durch den Einsatz und ein gezieltes Design von mikrostrukturierten Systemen für die Realisierung einer on-demand Freisetzung ergeben könnten. Die Ziele der Arbeit umfassen die Konzeptionierung, Herstellung, Charakterisierung sowie den grundsätzlichen Nachweis durch Stimuli induzierten on-demand Freisetzungsfunktion einerseits in Form eines sequentiellen Freigabeverhaltens und anderseits in Form eines autarken (kontaktfrei ausgelösten) Dosiersystems. Struktur-Eigenschafts-Beziehungen wurden auf molekularer, morphologischer und - mit besonderen Augenmerk - auf der Ebene des Device-Designs untersucht. Modelle und/oder Computer-gestützte Verfahren wurden verwendet um geeignete Materialparameter zu identifizieren und einen Leitfaden für die Experimente bereitzustellen. KW - Stress concentration KW - Negative Poisson’s ratio KW - On-demand release KW - Spannungskonzentrationen KW - Negatives Poisson-Verhältnis KW - On-demand Freisetzung Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-532441 ER - TY - JOUR A1 - Altenberger, Uwe A1 - Cisterna, Clara A1 - Günter, Christina A1 - Gutiérrez, Adolfo Antonio A1 - Rosales, J. T1 - Tectono-metamorphic evolution of the proto-Andean margin of Gondwana BT - Evidence of internal high-grade metamorphism along the northern portion of the Famatinian orogen, Sierra de Aconquija, Sierras Pampeanas Orientales, Argentina JF - Journal of South American earth sciences N2 - The present work gives a detailed analysis of the metamorphic and structural evolution of the back-arc portion of the Famatinian Orogen exposed in the southern Sierra de Aconquija (Cuesta de La Chilca segment) in the Sierras Pampeanas Orientales (Eastern Pampean Sierras). The Pampeanas Orientales include from north to south the Aconquija, Ambato and Ancasti mountains. They are mainly composed of middle to high grade metasedimentary units and magmatic rocks. At the south end of the Sierra de Aconquija, along an east to west segment extending over nearly 10 km (Cuesta de La Chilca), large volumes of metasedimentary rocks crop out. The eastern metasediments were defined as members of the El Portezuelo Metamorphic-Igneous Complex (EPMIC) or Eastern block and the western ones relate to the Quebrada del Molle Metamorphic Complex (QMMC) or Western block. The two blocks are divided by the La Chilca Shear Zone, which is reactivated as the Rio Chanarito fault. The EPMIC, forming the hanging wall, is composed of schists, gneisses and rare amphibolites, calc- silicate schists, marbles and migmatites. The rocks underwent multiple episodes of deformation and a late high strain-rate episode with gradually increasing mylonitization to the west. Metamorphism progrades from a M-1 phase to the peak M-3, characterized by the reactions: Qtz + Pl + Bt +/- Ms -> Grt + Bt(2) + Pl(2) +/- Sil +/- Kfs, Qtz + Bt + Sil -> Crd + Kfs and Qtz + Grt + Sil -> Crd. The M-3 assemblage is coeval with the dominant foliation related to a third deformational phase (D-3). The QMMC, forming the foot wall, is made up of fine-grained banded quartz - biotite schists with quartz veins and quartz-feldspar-rich pegmatites. To the east, schists are also overprinted by mylonitization. The M-3 peak assemblage is quartz + biotite + plagioclase +/- garnet +/- sillimanite +/- muscovite +/- ilmenite +/- magnetite +/- apatite. The studied segment suffered multiphase deformation and metamorphism. Some of these phases can be correlated between both blocks. D-1 is locally preserved in scarce outcrops in the EPMIC but is the dominant in the QMMC, where S-1 is nearly parallel to S-0. In the EPMIC, D-2 is represented by the S-2 foliation, related to the F-2 folding that overprints S-1, with dominant strike NNW - SSE and high angles dip to the E. D-3 in the EPMIC have F-3 folds with axis oblique to S-2; the S-3 foliation has striking NW - SE dipping steeply to the E or W and develops interference patterns. In the QMMC, S-2 (D-2) is a discontinuous cleavage oblique to S-1 and transposed by S-3 (D-3), subparallel to S-1. Such structures in the QMMC developed at subsolidus conditions and could be correlated to those of the EPMIC, which formed under higher P-T conditions. The penetrative deformation D-2 in the EPMIC occurred during a prograde path with syntectonic growth of garnet reaching P-T conditions of 640 degrees C and 0.54 GPa in the EPMIC. This stage was followed by a penetrative deformation D-3 with syn-kinematic growth of garnet, cordierite and plagioclase. Peak P-T conditions calculated for M-3 are 710 degrees C and 0.60 GPa, preserved in the western part of the EPMIC, west of the unnamed fault. The schists from the QMMC suffered the early low grade M-1 metamorphism with minimum PT conditions of ca 400 degrees C and 0.35 GPa, comparable to the fine schists (M-1) outcropping to the east. The D-2 deformation is associated with the prograde M-2 metamorphism. The penetrative D-3 stage is related to a medium grade metamorphism M-3, with peak conditions at ca 590 degrees C and 0.55 GPa. The superimposed stages of deformation and metamorphism reaching high P-T conditions followed by isothermal decompression, defining a clockwise orogenic P-T path. During the Lower Paleozoic, folds were superimposed and recrystallization as well as partial melting at peak conditions occurred. Similar characteristics were described from the basement from other Famatinian-dominated locations of the Sierra de Aconquija and other ranges of the Sierras Pampeanas Orientales. KW - Famatinian KW - Sierras Pampeanas Orientales KW - Cuesta de la chilca KW - PT path Y1 - 2021 U6 - https://doi.org/10.1016/j.jsames.2021.103305 SN - 0895-9811 VL - 110 PB - Elsevier CY - Oxford ER - TY - RPRT A1 - Amann, Erwin A1 - Rzepka, Sylvi T1 - The Effect of Goal-Setting Prompts in a Blended Learning Environment BT - Evidence from a Field Experiment T2 - CEPA Discussion Papers N2 - We investigate how inviting students to set task-based goals affects usage of an online learning platform and course performance. We design and implement a randomized field experiment in a large mandatory economics course with blended learning elements. The low-cost treatment induces students to use the online learning system more often, more intensively, and to begin earlier with exam preparation. Treated students perform better in the course than the control group: they are 18.8% (0.20 SD) more likely to pass the exam and earn 6.7% (0.19 SD) more points on the exam. There is no evidence that treated students spend significantly more time, rather they tend to shift to more productive learning methods. The heterogeneity analysis suggests that higher treatment effects are associated with higher levels of behavioral bias but also with poor early course behavior. T3 - CEPA Discussion Papers - 25 KW - natural field experiment KW - blended learning KW - behavioral economics KW - goal-setting Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-493476 SN - 2628-653X N1 - The trial is registered in the AEA RCT registry, RCT ID AEARCTR-28790 (https://doi.org/10.1257/rct.2928-1.0). IS - 25 ER - TY - JOUR A1 - Andersson, Edvin K. W. A1 - Sångeland, Christofer A1 - Berggren, Elin A1 - Johansson, Fredrik O. L. A1 - Kühn, Danilo A1 - Lindblad, Andreas A1 - Mindemark, Jonas A1 - Hahlin, Maria T1 - Early-stage decomposition of solid polymer electrolytes in Li-metal batteries JF - Journal of materials chemistry : A, Materials for energy and sustainability N2 - Development of functional and stable solid polymer electrolytes (SPEs) for battery applications is an important step towards both safer batteries and for the realization of lithium-based or anode-less batteries. The interface between the lithium and the solid polymer electrolyte is one of the bottlenecks, where severe degradation is expected. Here, the stability of three different SPEs - poly(ethylene oxide) (PEO), poly(epsilon-caprolactone) (PCL) and poly(trimethylene carbonate) (PTMC) - together with lithium bis(trifluoromethanesulfonyl)imide (LiTFSI) salt, is investigated after they have been exposed to lithium metal under UHV conditions. Degradation compounds, e.g. Li-O-R, LiF and LixSyOz, are identified for all SPEs using soft X-ray photoelectron spectroscopy. A competing degradation between polymer and salt is identified in the outermost surface region (<7 nm), and is dependent on the polymer host. PTMC:LiTFSI shows the most severe decomposition of both polymer and salt followed by PCL:LiTFSI and PEO:LiTFSI. In addition, the movement of lithium species through the decomposed interface shows large variation depending on the polymer electrolyte system. Y1 - 2021 U6 - https://doi.org/10.1039/d1ta05015j SN - 2050-7488 SN - 2050-7496 VL - 9 IS - 39 SP - 22462 EP - 22471 PB - Royal Society of Chemistry CY - Cambridge ER - TY - THES A1 - Andjelkovic, Marko T1 - A methodology for characterization, modeling and mitigation of single event transient effects in CMOS standard combinational cells T1 - Eine Methode zur Charakterisierung, Modellierung und Minderung von SET Effekten in kombinierten CMOS-Standardzellen N2 - With the downscaling of CMOS technologies, the radiation-induced Single Event Transient (SET) effects in combinational logic have become a critical reliability issue for modern integrated circuits (ICs) intended for operation under harsh radiation conditions. The SET pulses generated in combinational logic may propagate through the circuit and eventually result in soft errors. It has thus become an imperative to address the SET effects in the early phases of the radiation-hard IC design. In general, the soft error mitigation solutions should accommodate both static and dynamic measures to ensure the optimal utilization of available resources. An efficient soft-error-aware design should address synergistically three main aspects: (i) characterization and modeling of soft errors, (ii) multi-level soft error mitigation, and (iii) online soft error monitoring. Although significant results have been achieved, the effectiveness of SET characterization methods, accuracy of predictive SET models, and efficiency of SET mitigation measures are still critical issues. Therefore, this work addresses the following topics: (i) Characterization and modeling of SET effects in standard combinational cells, (ii) Static mitigation of SET effects in standard combinational cells, and (iii) Online particle detection, as a support for dynamic soft error mitigation. Since the standard digital libraries are widely used in the design of radiation-hard ICs, the characterization of SET effects in standard cells and the availability of accurate SET models for the Soft Error Rate (SER) evaluation are the main prerequisites for efficient radiation-hard design. This work introduces an approach for the SPICE-based standard cell characterization with the reduced number of simulations, improved SET models and optimized SET sensitivity database. It has been shown that the inherent similarities in the SET response of logic cells for different input levels can be utilized to reduce the number of required simulations. Based on characterization results, the fitting models for the SET sensitivity metrics (critical charge, generated SET pulse width and propagated SET pulse width) have been developed. The proposed models are based on the principle of superposition, and they express explicitly the dependence of the SET sensitivity of individual combinational cells on design, operating and irradiation parameters. In contrast to the state-of-the-art characterization methodologies which employ extensive look-up tables (LUTs) for storing the simulation results, this work proposes the use of LUTs for storing the fitting coefficients of the SET sensitivity models derived from the characterization results. In that way the amount of characterization data in the SET sensitivity database is reduced significantly. The initial step in enhancing the robustness of combinational logic is the application of gate-level mitigation techniques. As a result, significant improvement of the overall SER can be achieved with minimum area, delay and power overheads. For the SET mitigation in standard cells, it is essential to employ the techniques that do not require modifying the cell structure. This work introduces the use of decoupling cells for improving the robustness of standard combinational cells. By insertion of two decoupling cells at the output of a target cell, the critical charge of the cell’s output node is increased and the attenuation of short SETs is enhanced. In comparison to the most common gate-level techniques (gate upsizing and gate duplication), the proposed approach provides better SET filtering. However, as there is no single gate-level mitigation technique with optimal performance, a combination of multiple techniques is required. This work introduces a comprehensive characterization of gate-level mitigation techniques aimed to quantify their impact on the SET robustness improvement, as well as introduced area, delay and power overhead per gate. By characterizing the gate-level mitigation techniques together with the standard cells, the required effort in subsequent SER analysis of a target design can be reduced. The characterization database of the hardened standard cells can be utilized as a guideline for selection of the most appropriate mitigation solution for a given design. As a support for dynamic soft error mitigation techniques, it is important to enable the online detection of energetic particles causing the soft errors. This allows activating the power-greedy fault-tolerant configurations based on N-modular redundancy only at the high radiation levels. To enable such a functionality, it is necessary to monitor both the particle flux and the variation of particle LET, as these two parameters contribute significantly to the system SER. In this work, a particle detection approach based on custom-sized pulse stretching inverters is proposed. Employing the pulse stretching inverters connected in parallel enables to measure the particle flux in terms of the number of detected SETs, while the particle LET variations can be estimated from the distribution of SET pulse widths. This approach requires a purely digital processing logic, in contrast to the standard detectors which require complex mixed-signal processing. Besides the possibility of LET monitoring, additional advantages of the proposed particle detector are low detection latency and power consumption, and immunity to error accumulation. The results achieved in this thesis can serve as a basis for establishment of an overall soft-error-aware database for a given digital library, and a comprehensive multi-level radiation-hard design flow that can be implemented with the standard IC design tools. The following step will be to evaluate the achieved results with the irradiation experiments. N2 - Mit der Verkleinerung der Strukturen moderner CMOS-Technologien sind strahlungsinduzierte Single Event Transient (SET)-Effekte in kombinatorischer Logik zu einem kritischen Zuverlässigkeitsproblem in integrierten Schaltkreisen (ICs) geworden, die für den Betrieb unter rauen Strahlungsbedingungen (z. B. im Weltraum) vorgesehen sind. Die in der Kombinationslogik erzeugten SET-Impulse können durch die Schaltungen propagieren und schließlich in Speicherelementen (z.B. Flip-Flops oder Latches) zwischengespeichert werden, was zu sogenannten Soft-Errors und folglich zu Datenbeschädigungen oder einem Systemausfall führt. Daher ist es in den frühen Phasen des strahlungsharten IC-Designs unerlässlich geworden, die SET-Effekte systematisch anzugehen. Im Allgemeinen sollten die Lösungen zur Minderung von Soft-Errors sowohl statische als auch dynamische Maßnahmen berücksichtigen, um die optimale Nutzung der verfügbaren Ressourcen sicherzustellen. Somit sollte ein effizientes Soft-Error-Aware-Design drei Hauptaspekte synergistisch berücksichtigen: (i) die Charakterisierung und Modellierung von Soft-Errors, (ii) eine mehrstufige-Soft-Error-Minderung und (iii) eine Online-Soft-Error-Überwachung. Obwohl signifikante Ergebnisse erzielt wurden, sind die Wirksamkeit der SET-Charakterisierung, die Genauigkeit von Vorhersagemodellen und die Effizienz der Minderungsmaßnahmen immer noch die kritischen Punkte. Daher stellt diese Arbeit die folgenden Originalbeiträge vor: • Eine ganzheitliche Methodik zur SPICE-basierten Charakterisierung von SET-Effekten in kombinatorischen Standardzellen und entsprechenden Härtungskonfigurationen auf Gate-Ebene mit reduzierter Anzahl von Simulationen und reduzierter SET-Sensitivitätsdatenbank. • Analytische Modelle für SET-Empfindlichkeit (kritische Ladung, erzeugte SET-Pulsbreite und propagierte SET-Pulsbreite), basierend auf dem Superpositionsprinzip und Anpassung der Ergebnisse aus SPICE-Simulationen. • Ein Ansatz zur SET-Abschwächung auf Gate-Ebene, der auf dem Einfügen von zwei Entkopplungszellen am Ausgang eines Logikgatters basiert, was den Anstieg der kritischen Ladung und die signifikante Unterdrückung kurzer SETs beweist. • Eine vergleichende Charakterisierung der vorgeschlagenen SET-Abschwächungstechnik mit Entkopplungszellen und sieben bestehenden Techniken durch eine quantitative Bewertung ihrer Auswirkungen auf die Verbesserung der SET-Robustheit einzelner Logikgatter. • Ein Partikeldetektor auf Basis von Impulsdehnungs-Invertern in Skew-Größe zur Online-Überwachung des Partikelflusses und der LET-Variationen mit rein digitaler Anzeige. Die in dieser Dissertation erzielten Ergebnisse können als Grundlage für den Aufbau einer umfassenden Soft-Error-aware-Datenbank für eine gegebene digitale Bibliothek und eines umfassenden mehrstufigen strahlungsharten Designflusses dienen, der mit den Standard-IC-Designtools implementiert werden kann. Im nächsten Schritt werden die mit den Bestrahlungsexperimenten erzielten Ergebnisse ausgewertet. KW - Single Event Transient KW - radiation hardness design KW - Single Event Transient KW - Strahlungshärte Entwurf Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-534843 ER - TY - JOUR A1 - Andjelković, Marko A1 - Chen, Junchao A1 - Simevski, Aleksandar A1 - Schrape, Oliver A1 - Krstić, Miloš A1 - Kraemer, Rolf T1 - Monitoring of particle count rate and LET variations with pulse stretching inverters JF - IEEE transactions on nuclear science : a publication of the IEEE Nuclear and Plasma Sciences Society N2 - This study investigates the use of pulse stretching (skew-sized) inverters for monitoring the variation of count rate and linear energy transfer (LET) of energetic particles. The basic particle detector is a cascade of two pulse stretching inverters, and the required sensing area is obtained by connecting up to 12 two-inverter cells in parallel and employing the required number of parallel arrays. The incident particles are detected as single-event transients (SETs), whereby the SET count rate denotes the particle count rate, while the SET pulsewidth distribution depicts the LET variations. The advantage of the proposed solution is the possibility to sense the LET variations using fully digital processing logic. SPICE simulations conducted on IHP's 130-nm CMOS technology have shown that the SET pulsewidth varies by approximately 550 ps over the LET range from 1 to 100 MeV center dot cm(2) center dot mg(-1). The proposed detector is intended for triggering the fault-tolerant mechanisms within a self-adaptive multiprocessing system employed in space. It can be implemented as a standalone detector or integrated in the same chip with the target system. KW - Particle detector KW - pulse stretching inverters KW - single-event transient KW - (SET) count rate KW - SET pulsewidth distribution Y1 - 2021 U6 - https://doi.org/10.1109/TNS.2021.3076400 SN - 0018-9499 SN - 1558-1578 VL - 68 IS - 8 SP - 1772 EP - 1781 PB - Institute of Electrical and Electronics Engineers CY - New York, NY ER - TY - JOUR A1 - Andreev, Andrei A1 - Raschke, Elena A1 - Biskaborn, Boris A1 - Vyse, Stuart Andrew A1 - Courtin, Jérémy A1 - Böhmer, Thomas A1 - Stoof-Leichsenring, Kathleen R. A1 - Kruse, Stefan A1 - Pestryakova, Luidmila Agafyevna A1 - Herzschuh, Ulrike T1 - Late Pleistocene to Holocene vegetation and climate changes in northwestern Chukotka (Far East Russia) deduced from lakes Ilirney and Rauchuagytgyn pollen records JF - Boreas : an international journal of quaternary research N2 - This paper presents two new pollen records and quantitative climate reconstructions from northern Chukotka documenting environmental changes over the last 27.9 ka. Open tundra- and steppe-like habitats dominated between 27.9 and 18.7 cal. ka BP. Betula and Alnus shrubs might have grown in sheltered microhabitats but disappeared after 18.7 cal. ka BP. Although the climate was rather harsh, local herb-dominated communities supported herbivores as is evident by the presence of coprophilous spores in the sediments. The increase in Salix and Cyperaceae similar to 16.1 cal. ka BP suggests climate amelioration. Shrub Betula appeared similar to 15.9 cal. ka BP, and became dominant after similar to 15.52 cal. ka BP, whilst typical steppe communities drastically reduced. Very high presence of Botryococcus in the Lateglacial sediments reflects widespread shallow habitats, probably due to lake level increase. Shrub Alnus became common after similar to 13 cal. ka BP reflecting further climate amelioration. Simultaneously, herb communities gradually decreased in the vegetation reaching a minimum similar to 11.8 cal. ka BP. A gradual decrease of algae remains suggests a reduction of shallow-water habitats. Shrubby and graminoid tundra was dominant similar to 11.8-11.1 cal. ka BP, later Salix stands significantly decreased. The forest-tundra ecotone established in the Early Holocene, shortly after 11.1 cal. ka BP. Low contents of green algae in the Early Holocene sediments likely reflect deeper aquatic conditions. The most favourable climate conditions were between similar to 10.6 and 7 cal. ka BP. Vegetation became similar to the modern after similar to 7 cal. ka BP but Pinus pumila came to the Ilirney area at about 1.2 cal. ka BP. It is important to emphasize that the study area provided refugia for Betula and Alnus during MIS 2. It is also notable that our records do not reflect evidence of Younger Dryas cooling, which is inconsistent with some regional environmental records but in good accordance with some others. Y1 - 2021 U6 - https://doi.org/10.1111/bor.12521 SN - 0300-9483 SN - 1502-3885 VL - 50 IS - 3 SP - 652 EP - 670 PB - Wiley-Blackwell CY - Oxford [u.a.] ER - TY - JOUR A1 - Andres, Lesley A1 - Lauterbach, Wolfgang A1 - Jongbloed, Janine A1 - Hümme, Hartwig T1 - Gender, education, and labour market participation across the life course BT - a Canada/Germany comparison JF - International journal of lifelong education N2 - In this paper, we employ a comparative life course approach for Canada and Germany to unravel the relationships among general and vocational educational attainment and different life course activities, with a focus on labour market and income inequality by gender. Life course theory and related concepts of 'time,' 'normative patterns,' 'order and disorder,' and 'discontinuities' are used to inform the analyses. Data from the Paths on Life's Way (Paths) project in British Columbia, Canada and the German Pathways from Late Childhood to Adulthood (LifE) which span 28 and 33 years, respectively, are employed to examine life trajectories from leaving school to around age 45. Sequence analysis and cluster analyses portray both within and between country differences - and in particular gender differences - in educational attainment, employment, and other activities across the life course which has an impact on ultimate labour market participation and income levels. 'Normative' life courses that follow a traditional order correspond with higher levels of full-time work and higher incomes; in Germany more so than Canada, these clusters are male dominated. Clusters characterised by 'disordered' and 'discontinuous' life courses in both countries are female dominated and associated with lower income levels. KW - Comparative life course trajectories KW - education KW - gender KW - work KW - income KW - labour market inequality Y1 - 2021 U6 - https://doi.org/10.1080/02601370.2021.1924302 SN - 0260-1370 SN - 1464-519X VL - 40 IS - 2 SP - 170 EP - 189 PB - Routledge, Taylor & Francis Group CY - Abingdon ER - TY - JOUR A1 - Andres, Maximilian A1 - Bruttel, Lisa A1 - Friedrichsen, Jana T1 - The leniency rule revisited BT - experiments on cartel formation with open communication JF - International journal of industrial organization N2 - The experimental literature on antitrust enforcement provides robust evidence that communication plays an important role for the formation and stability of cartels. We extend these studies through a design that distinguishes between innocuous communication and communication about a cartel, sanctioning only the latter. To this aim, we introduce a participant in the role of the competition authority, who is properly incentivized to judge the communication content and price setting behavior of the firms. Using this novel design, we revisit the question whether a leniency rule successfully destabilizes cartels. In contrast to existing experimental studies, we find that a leniency rule does not affect cartelization. We discuss potential explanations for this contrasting result. KW - cartel KW - judgment of communication KW - corporate leniency program KW - price competition KW - experiment Y1 - 2021 U6 - https://doi.org/10.1016/j.ijindorg.2021.102728 SN - 0167-7187 VL - 76 PB - Elsevier CY - Amsterdam ER - TY - RPRT A1 - Andres, Maximilian A1 - Bruttel, Lisa Verena A1 - Friedrichsen, Jana T1 - The Leniency Rule Revisited: Experiments on Cartel Formation with Open Communication T2 - CEPA Discussion Papers N2 - The experimental literature on antitrust enforcement provides robust evidence that communication plays an important role for the formation and stability of cartels. We extend these studies through a design that distinguishes between innocuous communication and communication about a cartel, sanctioning only the latter. To this aim, we introduce a participant in the role of the competition authority, who is properly incentivized to judge communication content and price setting behavior of the firms. Using this novel design, we revisit the question whether a leniency rule successfully destabilizes cartels. In contrast to existing experimental studies, we find that a leniency rule does not affect cartelization. We discuss potential explanations for this contrasting result. T3 - CEPA Discussion Papers - 24 KW - cartel KW - judgment of communication KW - corporate leniency program KW - price competition KW - experiment Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-491696 SN - 2628-653X N1 - This project, including the design and hypotheses, was preregistered at OSF before data collection had started (osf.io/ubhz8). IS - 24 ER - TY - JOUR A1 - Angeleska, Angela A1 - Omranian, Sara A1 - Nikoloski, Zoran T1 - Coherent network partitions BT - Characterizations with cographs and prime graphs JF - Theoretical computer science : the journal of the EATCS N2 - We continue to study coherent partitions of graphs whereby the vertex set is partitioned into subsets that induce biclique spanned subgraphs. The problem of identifying the minimum number of edges to obtain biclique spanned connected components (CNP), called the coherence number, is NP-hard even on bipartite graphs. Here, we propose a graph transformation geared towards obtaining an O (log n)-approximation algorithm for the CNP on a bipartite graph with n vertices. The transformation is inspired by a new characterization of biclique spanned subgraphs. In addition, we study coherent partitions on prime graphs, and show that finding coherent partitions reduces to the problem of finding coherent partitions in a prime graph. Therefore, these results provide future directions for approximation algorithms for the coherence number of a given graph. KW - Graph partitions KW - Network clustering KW - Cographs KW - Coherent partition KW - Prime graphs Y1 - 2021 U6 - https://doi.org/10.1016/j.tcs.2021.10.002 SN - 0304-3975 VL - 894 SP - 3 EP - 11 PB - Elsevier CY - Amsterdam [u.a.] ER - TY - THES A1 - Antonelli, Andrea T1 - Accurate waveform models for gravitational-wave astrophysics: synergetic approaches from analytical relativity N2 - Gravitational-wave (GW) astrophysics is a field in full blossom. Since the landmark detection of GWs from a binary black hole on September 14th 2015, fifty-two compact-object binaries have been reported by the LIGO-Virgo collaboration. Such events carry astrophysical and cosmological information ranging from an understanding of how black holes and neutron stars are formed, what neutron stars are composed of, how the Universe expands, and allow testing general relativity in the highly-dynamical strong-field regime. It is the goal of GW astrophysics to extract such information as accurately as possible. Yet, this is only possible if the tools and technology used to detect and analyze GWs are advanced enough. A key aspect of GW searches are waveform models, which encapsulate our best predictions for the gravitational radiation under a certain set of parameters, and that need to be cross-correlated with data to extract GW signals. Waveforms must be very accurate to avoid missing important physics in the data, which might be the key to answer the fundamental questions of GW astrophysics. The continuous improvements of the current LIGO-Virgo detectors, the development of next-generation ground-based detectors such as the Einstein Telescope or the Cosmic Explorer, as well as the development of the Laser Interferometer Space Antenna (LISA), demand accurate waveform models. While available models are enough to capture the low spins, comparable-mass binaries routinely detected in LIGO-Virgo searches, those for sources from both current and next-generation ground-based and spaceborne detectors must be accurate enough to detect binaries with large spins and asymmetry in the masses. Moreover, the thousands of sources that we expect to detect with future detectors demand accurate waveforms to mitigate biases in the estimation of signals’ parameters due to the presence of a foreground of many sources that overlap in the frequency band. This is recognized as one of the biggest challenges for the analysis of future-detectors’ data, since biases might hinder the extraction of important astrophysical and cosmological information from future detectors’ data. In the first part of this thesis, we discuss how to improve waveform models for binaries with high spins and asymmetry in the masses. In the second, we present the first generic metrics that have been proposed to predict biases in the presence of a foreground of many overlapping signals in GW data. For the first task, we will focus on several classes of analytical techniques. Current models for LIGO and Virgo studies are based on the post-Newtonian (PN, weak-field, small velocities) approximation that is most natural for the bound orbits that are routinely detected in GW searches. However, two other approximations have risen in prominence, the post-Minkowskian (PM, weak- field only) approximation natural for unbound (scattering) orbits and the small-mass-ratio (SMR) approximation typical of binaries in which the mass of one body is much bigger than the other. These are most appropriate to binaries with high asymmetry in the masses that challenge current waveform models. Moreover, they allow one to “cover” regions of the parameter space of coalescing binaries, thereby improving the interpolation (and faithfulness) of waveform models. The analytical approximations to the relativistic two-body problem can synergically be included within the effective-one-body (EOB) formalism, in which the two-body information from each approximation can be recast into an effective problem of a mass orbiting a deformed Schwarzschild (or Kerr) black hole. The hope is that the resultant models can cover both the low-spin comparable-mass binaries that are routinely detected, and the ones that challenge current models. The first part of this thesis is dedicated to a study about how to best incorporate information from the PN, PM, SMR and EOB approaches in a synergistic way. We also discuss how accurate the resulting waveforms are, as compared against numerical-relativity (NR) simulations. We begin by comparing PM models, whether alone or recast in the EOB framework, against PN models and NR simulations. We will show that PM information has the potential to improve currently-employed models for LIGO and Virgo, especially if recast within the EOB formalism. This is very important, as the PM approximation comes with a host of new computational techniques from particle physics to exploit. Then, we show how a combination of PM and SMR approximations can be employed to access previously-unknown PN orders, deriving the third subleading PN dynamics for spin-orbit and (aligned) spin1-spin2 couplings. Such new results can then be included in the EOB models currently used in GW searches and parameter estimation studies, thereby improving them when the binaries have high spins. Finally, we build an EOB model for quasi-circular nonspinning binaries based on the SMR approximation (rather than the PN one as usually done). We show how this is done in detail without incurring in the divergences that had affected previous attempts, and compare the resultant model against NR simulations. We find that the SMR approximation is an excellent approximation for all (quasi-circular nonspinning) binaries, including both the equal-mass binaries that are routinely detected in GW searches and the ones with highly asymmetric masses. In particular, the SMR-based models compare much better than the PN models, suggesting that SMR-informed EOB models might be the key to model binaries in the future. In the second task of this thesis, we work within the linear-signal ap- proximation and describe generic metrics to predict inference biases on the parameters of a GW source of interest in the presence of confusion noise from unfitted foregrounds and from residuals of other signals that have been incorrectly fitted out. We illustrate the formalism with simple (yet realistic) LISA sources, and demonstrate its validity against Monte-Carlo simulations. The metrics we describe pave the way for more realistic studies to quantify the biases with future ground-based and spaceborne detectors. N2 - Wenn zwei kompakte Objekte wie Schwarze Löcher oder Neutronensterne kollidieren, wird der Raum und die Zeit um sie herum stark gekrümmt. Der effekt sind Störungen der Raumzeit, sogenannte Gravitationswellen, die sich im gesamten Universum ausbreiten. Mit den leistungsstarken und präzisen Netzwerken von Detektoren und der Arbeit vieler Wissenschaftler rund um den Globus kann man Gravitationswellen auf der Erde messen. Gravitationswellen tragen Informationen über das System, das sie erzeugt hat. Insbesondere kann man erfahren, wie sich die kompakten Objekte gebildet haben und woraus sie bestehen. Daraus lässt sich ableiten, wie sich das Universum ausdehnt, und man kann die Allgemeine Relativitätstheorie in Regionen mit starker Gravitation testen. Um diese Informationen zu extrahieren, werden genaue Modelle benötigt. Modelle können entweder numerisch durch Lösen der berühmten Einstein-Gleichungen oder analytisch durch Annäherung an deren Lösungen gewonnen werden. In meiner Arbeit haben wir den zweiten Ansatz verfolgt, um sehr genaue Vorhersagen für die Signale zu erhalten, die bei kommenden Beobachtungen durch Gravitationswellendetektoren verwendet werden können. KW - gravitational waves KW - Gravitationswellen KW - general relativity KW - allgemeine Relativitätstheorie KW - data analysis KW - Datenanalyse Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-576671 ER - TY - JOUR A1 - Apriyanto, Ardha A1 - Tambunan, Van Basten T1 - Draft genome sequence, annotation, and SSR mining data of Elaeidobius kamerunicus Faust., an essential oil palm pollinating weevil JF - Data in Brief N2 - Elaeidobius kamerunicus Faust. (Coleoptera: Curculionidae) is an essential insect pollinator in oil palm plantations. Recently, researches have been undertaken to improve pollination efficiency using this species. A fundamental understanding of the genes related to this pollinator behavior is necessary to achieve this goal. Here, we present the draft genome sequence, annotation, and simple sequence repeat (SSR) marker data for this pollinator. In total, 34.97 Gb of sequence data from one male individual (monoisolate) were obtained using Illumina short-read platform NextSeq 500. The draft genome assembly was found to be 269.79 Mb and about 59.9% of completeness based on Benchmarking Universal Single-Copy Orthologs (BUSCO) assessment. Functional gene annotation predicted about 26.566 genes. Also, a total of 281.668 putative SSR markers were identified. This draft genome sequence is a valuable resource for understanding the population genetics, phylogenetics, dispersal patterns, and behavior of this species. KW - Whole-genome sequencing KW - NGS KW - Simple Sequence Repeat KW - Weevil KW - Curculionidae KW - Oil Palm KW - Pollinator KW - Genomics Y1 - 2021 U6 - https://doi.org/10.1016/j.dib.2021.106745 SN - 2352-3409 VL - 34 PB - Elsevier CY - Amsterdam ER - TY - THES A1 - Arvind, Malavika T1 - Regarding the role of aggregation and structural order on the mechanism of molecular doping of semiconducting polymers T1 - Die Rolle von Aggregation und struktureller Ordnung auf den Mechanismus der molekularen Dotierung von halbleitenden Polymeren BT - from solutions to films BT - von Lösungen zu Filmen N2 - Polymeric semiconductors are strong contenders for replacing traditional inorganic semiconductors in electronic applications requiring low power, low cost and flexibility, such as biosensors, flexible solar cells and electronic displays. Molecular doping has the potential to enable this revolution by improving the conductivity and charge transport properties of this class of materials. Despite decades of research in this field, gaps in our understanding of the nature of dopant–polymer interactions has resulted in limited commercialization of this technology. This work aims at providing a deeper insight into the underlying mechanisms of molecular p-doping of semiconducting polymers in the solution and solid-state, and thereby bring the scientific community closer to realizing the dream of making organic semiconductors commonplace in the electronics industry. The role of 1) dopant size/shape, 2) polymer chain aggregation and 3) charge delocalization on the doping mechanism and efficiency is addressed using optical (UV-Vis-NIR) and electron paramagnetic resonance (EPR) spectroscopies. By conducting a comprehensive study of the nature and concentration of the doping-induced species in solutions of the polymer poly(3-hexylthiophene) (P3HT) with 3 different dopants, we identify the unique optical signatures of the delocalized polaron, localized polaron and charge-transfer complex, and report their extinction coefficient values. Furthermore, with X-ray diffraction, atomic force microscopy and electrical conductivity measurements, we study the impact of processing technique and doping mechanism on the morphology and thereby, charge transport through the doped films. This work demonstrates that the doping mechanism and type of doping-induced species formed are strongly influenced by the polymer backbone arrangement rather than dopant shape/size. The ability of the polymer chain to aggregate is found to be crucial for efficient charge transfer (ionization) and polaron delocalization. At the same time, our results suggest that the high ionization efficiency of a dopant–polymer system in solution may subsequently hinder efficient charge transport in the solid-state due to the reduction in the fraction of tie chains, which enable charges to move efficiently between aggregated domains in the films. This study demonstrates the complex multifaceted nature of polymer doping while providing important hints for the future design of dopant-host systems and film fabrication techniques. N2 - Polymer-Halbleiter sind vielversprechende Kandidaten für den Ersatz traditioneller anorganischer Halbleiter in elektronischen Anwendungen, die einen geringen Stromverbrauch, niedrige Kosten und mechanische Flexibilität erfordern, wie z.B. Biosensoren, flexible Solarzellen und elektronische Bildschirme. Molekulare Dotierung hat das Potenzial, diese Revolution zu ermöglichen, indem sie die Leitfähigkeit und die Ladungstransporteigenschaften dieser Materialklasse verbessert. Trotz jahrzehntelanger Forschung auf diesem Gebiet hat das unvollständige Verständnis der Dotierstoff-Polymer-Wechselwirkungen nur zu einer begrenzten Kommerzialisierung dieser Technologie geführt.Ziel dieser Arbeit ist es, einen tieferen Einblick in die zugrunde liegenden Mechanismen der molekularen p-Dotierung von halbleitenden Polymeren in Lösung und im festen Zustand zu geben und dadurch die wissenschaftliche Gemeinschaft näher an die Verwirklichung des Traums heran zu bringen, organische Halbleiter in der Elektronikindustrie alltäglich zu machen. Diese Arbeit zeigt, dass der Dotierungsmechanismus und die Art der gebildeten, dotierungsinduzierten Spezies eher durch die Anordnung des Polymerrückgrats als durch die Form/Größe des Dotierstoffs beeinflusst werden. Die Fähigkeit der Polymerkette, zu aggregieren, stellt sich als entscheidend für einen effizienten Ladungstransfer (d.h. Ionisierung) und die Polaron-Delokalisierung heraus. Gleichzeitig deuten unsere Ergebnisse darauf hin, dass die hohe Ionisationseffizienz eines Dotierstoff-Polymersystems in der Lösung eine Beinträchtigung des effizienten Ladungstransport im festen Zustand nach sich ziehen kann, da der Anteil der Verbindungsketten, die eine effiziente Bewegung von Ladungen zwischen aggregierten Domänen in dünnen Filmen ermöglichen, reduziert wird. Diese Arbeit verdeutlicht die komplexe, vielschichtige Natur der Polymerdotierung und gibt dabei wichtige Hinweise für das zukünftige Design von Dotierstoff-Wirtssystemen und Filmherstellungstechniken. KW - molecular doping KW - organic semiconductors KW - Lewis acid doping KW - optical spectroscopy KW - thin films KW - semiconducting polymer KW - conductivity KW - dip doping KW - polymer aggregation KW - Dotierung KW - Polymer-Halbleiter KW - Leitfähigkeit KW - Lewis-Säure Dotierung KW - organische Halbleiter KW - Polymeraggregation KW - halbleitendes Polymer KW - Dünn film KW - optische Spektroskopie KW - molekulare Dotierung KW - Dip-Dotierung Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-500606 ER - TY - JOUR A1 - Astudillo-Sotomayor, Luis A1 - Jara Muñoz, Julius A1 - Melnick, Daniel A1 - Cortés‐Aranda, Joaquín A1 - Tassara, Andrés A1 - Strecker, Manfred T1 - Fast Holocene slip and localized strain along the Liquiñe-Ofqui strike-slip fault system, Chile JF - Scientific reports N2 - In active tectonic settings dominated by strike-slip kinematics, slip partitioning across subparallel faults is a common feature; therefore, assessing the degree of partitioning and strain localization is paramount for seismic hazard assessments. Here, we estimate a slip rate of 18.8 +/- 2.0 mm/year over the past 9.0 +/- 0.1 ka for a single strand of the Liquirie-Ofqui Fault System, which straddles the Main Cordillera in Southern Chile. This Holocene rate accounts for similar to 82% of the trench-parallel component of oblique plate convergence and is similar to million-year estimates integrated over the entire fault system. Our results imply that strain localizes on a single fault at millennial time scale but over longer time scales strain localization is not sustained. The fast millennial slip rate in the absence of historical Mw> 6.5 earthquakes along the Liquine-Ofqui Fault System implies either a component of aseismic slip or Mw similar to 7 earthquakes involving multi-trace ruptures and > 150-year repeat times. Our results have implications for the understanding of strike-slip fault system dynamics within volcanic arcs and seismic hazard assessments. KW - Geodynamics KW - Geomorphology KW - Tectonics Y1 - 2021 U6 - https://doi.org/10.1038/s41598-021-85036-5 SN - 2045-2322 VL - 11 IS - 1 PB - Macmillan Publishers Limited, part of Springer Nature CY - London ER - TY - JOUR A1 - Auer, Cornelia A1 - Kriegler, Elmar A1 - Carlsen, Henrik A1 - Kok, Kasper A1 - Pedde, Simona A1 - Krey, Volker A1 - Müller, Boris T1 - Climate change scenario services BT - from science to facilitating action JF - One earth N2 - The goal of limiting global warming to well below 2°C as set out in the Paris Agreement calls for a strategic assessment of societal pathways and policy strategies. Besides policy makers, new powerful actors from the private sector, including finance, have stepped up to engage in forward-looking assessments of a Paris-compliant and climate-resilient future. Climate change scenarios have addressed this demand by providing scientific insights on the possible pathways ahead to limit warming in line with the Paris climate goal. Despite the increased interest, the potential of climate change scenarios has not been fully unleashed, mostly due to a lack of an intermediary service that provides guidance and access to climate change scenarios. This perspective presents the concept of a climate change scenario service, its components, and a prototypical implementation to overcome this shortcoming aiming to make scenarios accessible to a broader audience of societal actors and decision makers. KW - climate change scenarios KW - climate change scenario services KW - climate services KW - co-production KW - visualization KW - capacity building KW - mitigation scenarios KW - adaptation scenarios KW - impact projections Y1 - 2021 U6 - https://doi.org/10.1016/j.oneear.2021.07.015 SN - 2590-3322 VL - 4 IS - 8 SP - 1074 EP - 1082 PB - Elsevier CY - Amsterdam ER - TY - THES A1 - Ay-Bryson, Destina Sevde T1 - The authenticity of simulated patients in psychotherapy training and research T1 - Die Authentizität von Simulationspatienten in der Psychotherapieausbildung und -forschung N2 - Mental health problems are highly prevalent worldwide. Fortunately, psychotherapy has proven highly effective in the treatment of a number of mental health issues, such as depression and anxiety disorders. In contrast, psychotherapy training as is practised currently cannot be considered evidence-based. Thus, there is much room for improvement. The integration of simulated patients (SPs) into psychotherapy training and research is on the rise. SPs originate from the medical education and have, in a number of studies, been demonstrated to contribute to effective learning environments. Nevertheless, there has been voiced criticism regarding the authenticity of SP portrayals, but few studies have examined this to date. Based on these considerations, this dissertation explores SPs’ authenticity while portraying a mental disorder, depression. Altogether, the present cumulative dissertation consists of three empirical papers. At the time of printing, Paper I and Paper III have been accepted for publication, and Paper II is under review after a minor revision. First, Paper I develops and validates an observer-based rating-scale to assess SP authenticity in psychotherapeutic contexts. Based on the preliminary findings, it can be concluded that the Authenticity of Patient Demonstrations scale is a reliable and valid tool that can be used for recruiting, training, and evaluating the authenticity of SPs. Second, Paper II tests whether student SPs are perceived as more authentic after they receive an in-depth role-script compared to those SPs who only receive basic information on the patient case. To test this assumption, a randomised controlled study design was implemented and the hypothesis could be confirmed. As a consequence, when engaging SPs, an in-depth role-script with details, e.g. on nonverbal behaviour and feelings of the patient, should be provided. Third, Paper III demonstrates that psychotherapy trainees cannot distinguish between trained SPs and real patients and therefore suggests that, with proper training, SPs are a promising training method for psychotherapy. Altogether, the dissertation shows that SPs can be trained to portray a depressive patient authentically and thus delivers promising evidence for the further dissemination of SPs. N2 - Psychotherapie gilt als hoch wirksame Behandlung von psychischen Störungen, wie Depressionen oder Angststörungen. Trotz verpflichtender Psychotherapieausbildung zur Befähigung psychotherapeutischer Behandlungen gibt es wenig Evidenz, welche Methoden dem effektiven Training von angehenden Psychotherapeut*innen dienen. Eine Lösung besteht im Einsatz von Simulationspatient*innen (SPs) in der Psychotherapieausbildung sowie -forschung als nachweislich effektive Lehrmethode. Dabei werden jedoch SPs für ihren Mangel an Authentizität kritisiert, wobei ungenügend Studien diesen Aspekt direkt untersuchten. Daher war es Ziel der vorliegenden Dissertation, die Authentizität von SPs, während sie eine psychische Störung (d.h. Depression) simulieren, zu untersuchen. Die vorliegende kumulative Dissertation basiert auf drei empirischen Arbeiten. Zum Zeitpunkt der Einreichung der Dissertation wurden Paper I und Paper III nach erfolgreichem Peer-Review in Fachzeitschriften zur Veröffentlichung angenommen, Paper II befindet sich nach einer Minor Revision im Peer-Review. In Paper I wurde die Skala Authentizität von Patientendarstellungen zur Erfassung von Authentizität von SPs, die psychische Störungen darstellen, entwickelt und validiert. Die Ratingskala weist gute psychometrische Gütekriterien auf und ist für den Einsatz in Forschung und Praxis geeignet. In Paper II wurde mittels einer randomisiert kontrollierten Studie demonstriert, dass die Ausarbeitung von Rollenanleitungen von SPs für deren Darstellung relevant ist: Studierende, die als SPs fungierten, wurden authentischer wahrgenommen, wenn sie eine detaillierte Rollenanleitung erhielten als jene SPs, die eine einfache Rollenanleitung erhielten. In Paper III konnte gezeigt werden, dass Psychotherapeut*innen in Ausbildung reale Patient*innen von trainierten SPs nicht unterscheiden konnten. Der Einsatz von SPs ist demzufolge eine vielversprechende Trainingsmethode der Psychotherapie. Insgesamt stellt die vorliegende Dissertation dar, dass SPs trainiert werden können, Patient*innen mit Depressionen authentisch darzustellen. Die Arbeit liefert erfolgsversprechende Ergebnisse für die weitere Dissemination von SPs im Ausbildungskontext der Psychotherapie. KW - Simulationspatienten KW - Ausbildungsforschung KW - Psychotherapieforschung KW - Authentizität KW - standardisierte Patienten KW - simulated patients KW - training research KW - psychotherapy research KW - authenticity KW - standardised patients Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-533735 ER - TY - JOUR A1 - Ayanbayev, Birzhan A1 - Klebanov, Ilja A1 - Li, Han Cheng A1 - Sullivan, Tim J. T1 - Gamma-convergence of Onsager-Machlup functionals BT - I. With applications to maximum a posteriori estimation in Bayesian inverse problems JF - Inverse problems : an international journal of inverse problems, inverse methods and computerised inversion of data N2 - The Bayesian solution to a statistical inverse problem can be summarised by a mode of the posterior distribution, i.e. a maximum a posteriori (MAP) estimator. The MAP estimator essentially coincides with the (regularised) variational solution to the inverse problem, seen as minimisation of the Onsager-Machlup (OM) functional of the posterior measure. An open problem in the stability analysis of inverse problems is to establish a relationship between the convergence properties of solutions obtained by the variational approach and by the Bayesian approach. To address this problem, we propose a general convergence theory for modes that is based on the Gamma-convergence of OM functionals, and apply this theory to Bayesian inverse problems with Gaussian and edge-preserving Besov priors. Part II of this paper considers more general prior distributions. KW - Bayesian inverse problems KW - Gamma-convergence KW - maximum a posteriori KW - estimation KW - Onsager-Machlup functional KW - small ball probabilities; KW - transition path theory Y1 - 2021 U6 - https://doi.org/10.1088/1361-6420/ac3f81 SN - 0266-5611 SN - 1361-6420 VL - 38 IS - 2 PB - IOP Publ. Ltd. CY - Bristol ER - TY - JOUR A1 - Ayanbayev, Birzhan A1 - Klebanov, Ilja A1 - Lie, Han Cheng A1 - Sullivan, Tim J. T1 - Gamma-convergence of Onsager-Machlup functionals BT - II. Infinite product measures on Banach spaces JF - Inverse problems : an international journal of inverse problems, inverse methods and computerised inversion of data N2 - We derive Onsager-Machlup functionals for countable product measures on weighted l(p) subspaces of the sequence space R-N. Each measure in the product is a shifted and scaled copy of a reference probability measure on R that admits a sufficiently regular Lebesgue density. We study the equicoercivity and Gamma-convergence of sequences of Onsager-Machlup functionals associated to convergent sequences of measures within this class. We use these results to establish analogous results for probability measures on separable Banach or Hilbert spaces, including Gaussian, Cauchy, and Besov measures with summability parameter 1 <= p <= 2. Together with part I of this paper, this provides a basis for analysis of the convergence of maximum a posteriori estimators in Bayesian inverse problems and most likely paths in transition path theory. KW - Bayesian inverse problems KW - Gamma-convergence KW - maximum a posteriori KW - estimation KW - Onsager-Machlup functional KW - small ball probabilities KW - transition path theory Y1 - 2021 U6 - https://doi.org/10.1088/1361-6420/ac3f82 SN - 0266-5611 SN - 1361-6420 VL - 38 IS - 2 PB - IOP Publ. Ltd. CY - Bristol ER - TY - THES A1 - Ayzel, Georgy T1 - Advancing radar-based precipitation nowcasting T1 - Fortschritte bei der radarbasierten Niederschlagsvorhersage BT - an open benchmark and the potential of deep learning BT - ein offener Benchmark und das Potenzial von Deep Learning N2 - Precipitation forecasting has an important place in everyday life – during the day we may have tens of small talks discussing the likelihood that it will rain this evening or weekend. Should you take an umbrella for a walk? Or should you invite your friends for a barbecue? It will certainly depend on what your weather application shows. While for years people were guided by the precipitation forecasts issued for a particular region or city several times a day, the widespread availability of weather radars allowed us to obtain forecasts at much higher spatiotemporal resolution of minutes in time and hundreds of meters in space. Hence, radar-based precipitation nowcasting, that is, very-short-range forecasting (typically up to 1–3 h), has become an essential technique, also in various professional application contexts, e.g., early warning, sewage control, or agriculture. There are two major components comprising a system for precipitation nowcasting: radar-based precipitation estimates, and models to extrapolate that precipitation to the imminent future. While acknowledging the fundamental importance of radar-based precipitation retrieval for precipitation nowcasts, this thesis focuses only on the model development: the establishment of open and competitive benchmark models, the investigation of the potential of deep learning, and the development of procedures for nowcast errors diagnosis and isolation that can guide model development. The present landscape of computational models for precipitation nowcasting still struggles with the availability of open software implementations that could serve as benchmarks for measuring progress. Focusing on this gap, we have developed and extensively benchmarked a stack of models based on different optical flow algorithms for the tracking step and a set of parsimonious extrapolation procedures based on image warping and advection. We demonstrate that these models provide skillful predictions comparable with or even superior to state-of-the-art operational software. We distribute the corresponding set of models as a software library, rainymotion, which is written in the Python programming language and openly available at GitHub (https://github.com/hydrogo/rainymotion). That way, the library acts as a tool for providing fast, open, and transparent solutions that could serve as a benchmark for further model development and hypothesis testing. One of the promising directions for model development is to challenge the potential of deep learning – a subfield of machine learning that refers to artificial neural networks with deep architectures, which may consist of many computational layers. Deep learning showed promising results in many fields of computer science, such as image and speech recognition, or natural language processing, where it started to dramatically outperform reference methods. The high benefit of using "big data" for training is among the main reasons for that. Hence, the emerging interest in deep learning in atmospheric sciences is also caused and concerted with the increasing availability of data – both observational and model-based. The large archives of weather radar data provide a solid basis for investigation of deep learning potential in precipitation nowcasting: one year of national 5-min composites for Germany comprises around 85 billion data points. To this aim, we present RainNet, a deep convolutional neural network for radar-based precipitation nowcasting. RainNet was trained to predict continuous precipitation intensities at a lead time of 5 min, using several years of quality-controlled weather radar composites provided by the German Weather Service (DWD). That data set covers Germany with a spatial domain of 900 km x 900 km and has a resolution of 1 km in space and 5 min in time. Independent verification experiments were carried out on 11 summer precipitation events from 2016 to 2017. In these experiments, RainNet was applied recursively in order to achieve lead times of up to 1 h. In the verification experiments, trivial Eulerian persistence and a conventional model based on optical flow served as benchmarks. The latter is available in the previously developed rainymotion library. RainNet significantly outperformed the benchmark models at all lead times up to 60 min for the routine verification metrics mean absolute error (MAE) and critical success index (CSI) at intensity thresholds of 0.125, 1, and 5 mm/h. However, rainymotion turned out to be superior in predicting the exceedance of higher intensity thresholds (here 10 and 15 mm/h). The limited ability of RainNet to predict high rainfall intensities is an undesirable property which we attribute to a high level of spatial smoothing introduced by the model. At a lead time of 5 min, an analysis of power spectral density confirmed a significant loss of spectral power at length scales of 16 km and below. Obviously, RainNet had learned an optimal level of smoothing to produce a nowcast at 5 min lead time. In that sense, the loss of spectral power at small scales is informative, too, as it reflects the limits of predictability as a function of spatial scale. Beyond the lead time of 5 min, however, the increasing level of smoothing is a mere artifact – an analogue to numerical diffusion – that is not a property of RainNet itself but of its recursive application. In the context of early warning, the smoothing is particularly unfavorable since pronounced features of intense precipitation tend to get lost over longer lead times. Hence, we propose several options to address this issue in prospective research on model development for precipitation nowcasting, including an adjustment of the loss function for model training, model training for longer lead times, and the prediction of threshold exceedance. The model development together with the verification experiments for both conventional and deep learning model predictions also revealed the need to better understand the source of forecast errors. Understanding the dominant sources of error in specific situations should help in guiding further model improvement. The total error of a precipitation nowcast consists of an error in the predicted location of a precipitation feature and an error in the change of precipitation intensity over lead time. So far, verification measures did not allow to isolate the location error, making it difficult to specifically improve nowcast models with regard to location prediction. To fill this gap, we introduced a framework to directly quantify the location error. To that end, we detect and track scale-invariant precipitation features (corners) in radar images. We then consider these observed tracks as the true reference in order to evaluate the performance (or, inversely, the error) of any model that aims to predict the future location of a precipitation feature. Hence, the location error of a forecast at any lead time ahead of the forecast time corresponds to the Euclidean distance between the observed and the predicted feature location at the corresponding lead time. Based on this framework, we carried out a benchmarking case study using one year worth of weather radar composites of the DWD. We evaluated the performance of four extrapolation models, two of which are based on the linear extrapolation of corner motion; and the remaining two are based on the Dense Inverse Search (DIS) method: motion vectors obtained from DIS are used to predict feature locations by linear and Semi-Lagrangian extrapolation. For all competing models, the mean location error exceeds a distance of 5 km after 60 min, and 10 km after 110 min. At least 25% of all forecasts exceed an error of 5 km after 50 min, and of 10 km after 90 min. Even for the best models in our experiment, at least 5 percent of the forecasts will have a location error of more than 10 km after 45 min. When we relate such errors to application scenarios that are typically suggested for precipitation nowcasting, e.g., early warning, it becomes obvious that location errors matter: the order of magnitude of these errors is about the same as the typical extent of a convective cell. Hence, the uncertainty of precipitation nowcasts at such length scales – just as a result of locational errors – can be substantial already at lead times of less than 1 h. Being able to quantify the location error should hence guide any model development that is targeted towards its minimization. To that aim, we also consider the high potential of using deep learning architectures specific to the assimilation of sequential (track) data. Last but not least, the thesis demonstrates the benefits of a general movement towards open science for model development in the field of precipitation nowcasting. All the presented models and frameworks are distributed as open repositories, thus enhancing transparency and reproducibility of the methodological approach. Furthermore, they are readily available to be used for further research studies, as well as for practical applications. N2 - Niederschlagsvorhersagen haben einen wichtigen Platz in unserem täglichen Leben. Und die breite Abdeckung mit Niederschlagsradaren ermöglicht es uns, den Niederschlag mit einer viel höheren räumlich-zeitlichen Auflösung vorherzusagen (Minuten in der Zeit, Hunderte von Metern im Raum). Solche radargestützten Niederschlagsvorhersagen mit sehr kurzem Vorhersagehorizont (1–3 Stunden) nennt man auch "Niederschlagsnowcasting." Sie sind in verschiedenen Anwendungsbereichen (z.B. in der Frühwarnung, der Stadtentwässerung sowie in der Landwirtschaft) zu einer wichtigen Technologie geworden. Eine erhebliche Schwierigkeit in Modellentwicklung zum Niederschlagsnowcastings ist jedoch die Verfügbarkeit offener Softwarewerkzeuge und Implementierungen, die als Benchmark für den Entwicklungsfortschritt auf diesem Gebiet dienen können. Um diese Lücke zu schließen, haben wir eine Gruppe von Modellen auf der Grundlage verschiedener Tracking- und Extrapolationsverfahren entwickelt und systematisch verglichen. Es konnte gezeigt werden, dass die Vorhersagen dieser einen Skill haben, der sich mit dem Skill operationeller Vorhersagesysteme messen kann, teils sogar überlegen sind. Diese Benchmark-Modelle sind nun in Form der quelloffenen Software-Bibliothek rainymotion allgemein verfügbar (https://github.com/hydrogo/rainymotion). Eine der vielversprechenden Perspektiven für die weitere Modellentwicklung besteht in der Untersuchung des Potenzials von "Deep Learning" – einem Teilgebiet des maschinellen Lernens, das sich auf künstliche neuronale Netze mit sog. "tiefen Architekturen" bezieht, die aus einer Vielzahl von Schichten (computational layers) bestehen können. Im Rahmen dieser Arbeit wurde daher RainNet entwickelt: ein Tiefes Neuronales Netz für radargestütztes Niederschlags-Nowcasting. RainNet wurde zunächst zur Vorhersage der Niederschlagsintensität mit einem Vorhersagehorizont von fünf Minuten trainiert. Als Datengrundlage dazu dienten mehrere Jahre qualitätskontrollierter Radarkompositprodukte des Deutschen Wetterdienstes (DWD). RainNet übertraf die verfügbaren Benchmark-Modelle für Vorhersagezeiten bis zu 60 min in Bezug auf den Mittleren Absoluten Fehler (MAE) und den Critical Success Index (CSI) für Intensitätsschwellenwerte von 0.125, 1 und 5 mm/h. Allerdings erwies sich das das Benchmark-Modell aus dem Softwarepaket rainymotion bei der Vorhersage der Überschreitung höherer Intensitätsschwellen (10 und 15 mm/h) als überlegen. Die eingeschränkte Fähigkeit von RainNet zur Vorhersage hoher Niederschlagsintensitäten ist eine unerwünschte Eigenschaft, die wir auf ein hohes Maß an räumlicher Glättung durch das Modell zurückführen. Im Kontext der Frühwarnung ist die Glättung besonders ungünstig, da ausgeprägte Merkmale von Starkniederschlägen bei längeren Vorlaufzeiten tendenziell verloren gehen. In dieser Arbeit werden daher mehrere Optionen vorgeschlagen, um dieses Problem in der zukünftigen Forschung zur Modellentwicklung anzugehen. Ein weiterer Beitrag dieser Arbeit liegt in der Quantifizierung einer spezifischen Fehlerquelle von Niederschlagsnowcasts. Der Gesamtfehler eines Nowcasts besteht aus einem Fehler in der vorhergesagten Lage eines Niederschlagsfeatures (Ortsfehler) sowie einem Fehler in der Änderung der Intensität eines Features über die Vorhersagezeit (Intensitätsfehler). Herkömmliche Verifikationsmaße waren bislang nicht in der Lage, das Ausmaß des Ortsfehlers zu isolieren. Um diese Lücke zu füllen, haben wir einen Ansatz zur direkten Quantifizierung des Ortsfehlers entwickelt. Mit Hilfe dieses Ansatzes wurde wir Benchmarking-Experiment auf Grundlage eines fünfminütigen DWD Radarkompositprodukts für das komplette Jahr 2016 umgesetzt. In diesem Experiment wurden vier Nowcasting-Modelle aus der rainymotion-Softwarebibliothek verwendet im Hinblick auf den Ortsfehler der Vorhersage verglichen. Die Ergebnisse zeigen, dass für alle konkurrierenden Modelle die Ortsfehler von Bedeutung sind: die Größenordnung dieser Fehler entspricht etwa der typischen Ausdehnung einer konvektiven Zelle oder einer mittelgroßen Stadt (5–10 km). Insgesamt zeigt diese Arbeit die Vorteile eines "Open Science"-Ansatzes für die Modellentwicklung im Bereich der Niederschlagsnowcastings. Alle vorgestellten Modelle und Modellsysteme stehen als offene, gut dokumentierte Repositorien zusammen mit entsprechenden offenen Datensätzen öffentlich zu Verfügung für, was die Transparenz und Reproduzierbarkeit des methodischen Ansatzes, aber auch die Anwendbarkeit in der Praxis erhöht. KW - Weather radar KW - nowcasting KW - optical flow KW - deep learning KW - Wetterradar KW - Deep Learning KW - Nowcasting KW - Optischer Fluss Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-504267 ER - TY - JOUR A1 - Ayzel, Georgy T1 - Deep neural networks in hydrology BT - the new generation of universal and efficient models BT - новое поколение универсальных и эффективных моделей JF - Vestnik of Saint Petersburg University. Earth Sciences N2 - For around a decade, deep learning - the sub-field of machine learning that refers to artificial neural networks comprised of many computational layers - modifies the landscape of statistical model development in many research areas, such as image classification, machine translation, and speech recognition. Geoscientific disciplines in general and the field of hydrology in particular, also do not stand aside from this movement. Recently, the proliferation of modern deep learning-based techniques and methods has been actively gaining popularity for solving a wide range of hydrological problems: modeling and forecasting of river runoff, hydrological model parameters regionalization, assessment of available water resources. identification of the main drivers of the recent change in water balance components. This growing popularity of deep neural networks is primarily due to their high universality and efficiency. The presented qualities, together with the rapidly growing amount of accumulated environmental information, as well as increasing availability of computing facilities and resources, allow us to speak about deep neural networks as a new generation of mathematical models designed to, if not to replace existing solutions, but significantly enrich the field of geophysical processes modeling. This paper provides a brief overview of the current state of the field of development and application of deep neural networks in hydrology. Also in the following study, the qualitative long-term forecast regarding the development of deep learning technology for managing the corresponding hydrological modeling challenges is provided based on the use of "Gartner Hype Curve", which in the general details describes a life cycle of modern technologies. N2 - В течение последнего десятилетия глубокое обучение - область машинного обучения, относящаяся к искусственным нейронным сетям, состоящим из множества вычислительных слоев, - изменяет ландшафт развития статистических моделей во многих областях исследований, таких как классификация изображений, машинный перевод, распознавание речи. Географические науки, а также входящая в их состав область исследования гидрологии суши, не стоят в стороне от этого движения. В последнее время применение современных технологий и методов глубокого обучения активно набирает популярность для решения широкого спектра гидрологических задач: моделирования и прогнозирования речного стока, районирования модельных параметров, оценки располагаемых водных ресурсов, идентификации факторов, влияющих на современные изменения водного режима. Такой рост популярности глубоких нейронных сетей продиктован прежде всего их высокой универсальностью и эффективностью. Представленные качества в совокупности с быстрорастущим количеством накопленной информации о состоянии окружающей среды, а также ростом доступности вычислительных средств и ресурсов, позволяют говорить о глубоких нейронных сетях как о новом поколении математических моделей, призванных если не заменить существующие решения, то значительно обогатить область моделирования геофизических процессов. В данной работе представлен краткий обзор текущего состояния области разработки и применения глубоких нейронных сетей в гидрологии. Также в работе предложен качественный долгосрочный прогноз развития технологии глубокого обучения для решения задач гидрологического моделирования на основе использования «кривой ажиотажа Гартнера», в общих чертах описывающей жизненный цикл современных технологий. T2 - Глубокие нейронные сети в гидрологии KW - deep neural networks KW - deep learning KW - machine learning KW - hydrology KW - modeling KW - глубокие нейронные сети KW - глубокое обучение KW - машинное обучение KW - гидрология KW - моделирование Y1 - 2021 U6 - https://doi.org/10.21638/spbu07.2021.101 SN - 2541-9668 SN - 2587-585X VL - 66 IS - 1 SP - 5 EP - 18 PB - Univ. Press CY - St. Petersburg ER - TY - JOUR A1 - Ayzel, Georgy A1 - Heistermann, Maik T1 - The effect of calibration data length on the performance of a conceptual hydrological model versus LSTM and GRU BT - a case study for six basins from the CAMELS dataset JF - Computers & geosciences : an international journal devoted to the publication of papers on all aspects of geocomputation and to the distribution of computer programs and test data sets ; an official journal of the International Association for Mathematical Geology N2 - We systematically explore the effect of calibration data length on the performance of a conceptual hydrological model, GR4H, in comparison to two Artificial Neural Network (ANN) architectures: Long Short-Term Memory Networks (LSTM) and Gated Recurrent Units (GRU), which have just recently been introduced to the field of hydrology. We implemented a case study for six river basins across the contiguous United States, with 25 years of meteorological and discharge data. Nine years were reserved for independent validation; two years were used as a warm-up period, one year for each of the calibration and validation periods, respectively; from the remaining 14 years, we sampled increasing amounts of data for model calibration, and found pronounced differences in model performance. While GR4H required less data to converge, LSTM and GRU caught up at a remarkable rate, considering their number of parameters. Also, LSTM and GRU exhibited the higher calibration instability in comparison to GR4H. These findings confirm the potential of modern deep-learning architectures in rainfall runoff modelling, but also highlight the noticeable differences between them in regard to the effect of calibration data length. KW - Artificial neural networks KW - Calibration KW - Deep learning KW - Rainfall-runoff KW - modelling Y1 - 2021 U6 - https://doi.org/10.1016/j.cageo.2021.104708 SN - 0098-3004 SN - 1873-7803 VL - 149 PB - Elsevier CY - Amsterdam ER - TY - JOUR A1 - Baccini, Leonardo A1 - Heinzel, Mirko A1 - Koenig-Archibugi, Mathias T1 - The social construction of global health priorities BT - an empirical analysis of contagion in bilateral health aid JF - International studies quarterly N2 - Donors of development assistance for health typically provide funding for a range of disease focus areas, such as maternal health and child health, malaria, HIV/AIDS, and other infectious diseases. But funding for each disease category does not match closely its contribution to the disability and loss of life it causes and the cost-effectiveness of interventions. We argue that peer influences in the social construction of global health priorities contribute to explaining this misalignment. Aid policy-makers are embedded in a social environment encompassing other donors, health experts, advocacy groups, and international officials. This social environment influences the conceptual and normative frameworks of decision-makers, which in turn affect their funding priorities. Aid policy-makers are especially likely to emulate decisions on funding priorities taken by peers with whom they are most closely involved in the context of expert and advocacy networks. We draw on novel data on donor connectivity through health IGOs and health INGOs and assess the argument by applying spatial regression models to health aid disbursed globally between 1990 and 2017. The analysis provides strong empirical support for our argument that the involvement in overlapping expert and advocacy networks shapes funding priorities regarding disease categories and recipient countries in health aid. Y1 - 2021 U6 - https://doi.org/10.1093/isq/sqab092 SN - 0020-8833 SN - 1468-2478 VL - 66 IS - 1 PB - Oxford University Press CY - Oxford ER - TY - THES A1 - Bacskai-Atkari, Julia T1 - The syntax of functional left peripheries BT - clause typing in west germanic and beyond Y1 - 2021 ER - TY - JOUR A1 - Bade, Nadine T1 - On the scope and nature of Maximise Presupposition JF - Language and linguistics compass N2 - The paper introduces the principle Maximise Presupposition and its cognates. The main focus of the literature and this article is on the inferences that arise as a result of reasoning with Maximise Presupposition ('anti-presuppositions'). I will review the arguments put forward for distinguishing them from other inference types, most notably presuppositions and conversational implicatures. I will zoom in on three main issues regarding Maximise Presupposition and these inferences critically discussed in the literature: epistemic strength(ening), projection, and the role of alternatives. I will discuss more recent views which argue for either a uniform treatment of anti-presuppositions and implicatures and/or a revision of the original principle in light of new data and developments in pragmatics. Y1 - 2021 U6 - https://doi.org/10.1111/lnc3.12416 SN - 1749-818X VL - 15 IS - 6 PB - Wiley-Blackwell CY - Oxford ER - TY - JOUR A1 - Baert, By Stijn A1 - Neyt, Brecht A1 - Siedler, Thomas A1 - Tobback, Ilse A1 - Verhaest, Dieter T1 - Student internships and employment opportunities after graduation BT - a field experiment JF - Economics of education review N2 - Internships during tertiary education have become substantially more common over the past decades in many industrialised countries. This study examines the impact of a voluntary intra-curricular internship experience during university studies on the probability of being invited to a job interview. To estimate a causal relationship, we conducted a randomised field experiment in which we sent 1248 fictitious, but realistic, resumes to real job openings. We find that applicants with internship experience have, on average, a 12.6% higher probability of being invited to a job interview. KW - internship KW - hiring KW - field experiment KW - human capital KW - signalling Y1 - 2021 U6 - https://doi.org/10.1016/j.econedurev.2021.102141 SN - 0272-7757 VL - 83 PB - Elsevier CY - Oxford ER - TY - THES A1 - Baeseler, Jessica T1 - Trace element effects on longevity and neurodegeneration with focus on C. elegans T1 - Effekte von Spurenelementen auf die Lebensdauer und Neurodegeneration mit Fokus auf C. elegans N2 - The trace elements zinc and manganese are essential for human health, especially due to their enzymatic and protein stabilizing functions. If these elements are ingested in amounts exceeding the requirements, regulatory processes for maintaining their physiological concentrations (homeostasis) can be disturbed. Those homeostatic dysregulations can cause severe health effects including the emergence of neurodegenerative disorders such as Parkinson’s disease (PD). The concentrations of essential trace elements also change during the aging process. However, the relations of cause and consequence between increased manganese and zinc uptake and its influence on the aging process and the emergence of the aging-associated PD are still rarely understood. This doctoral thesis therefore aimed to investigate the influence of a nutritive zinc and/or manganese oversupply on the metal homeostasis during the aging process. For that, the model organism Caenorhabditis elegans (C. elegans) was applied. This nematode suits well as an aging and PD model due to properties such as its short life cycle and its completely sequenced, genetically amenable genome. Different protocols for the propagation of zinc- and/or manganese-supplemented young, middle-aged and aged C. elegans were established. Therefore, wildtypes, as well as genetically modified worm strains modeling inheritable forms of parkinsonism were applied. To identify homeostatic and neurological alterations, the nematodes were investigated with different methods including the analysis of total metal contents via inductively-coupled plasma tandem mass spectrometry, a specific probe-based method for quantifying labile zinc, survival assays, gene expression analysis as well as fluorescence microscopy for the identification and quantification of dopaminergic neurodegeneration.. During aging, the levels of iron, as well as zinc and manganese increased.. Furthermore, the simultaneous oversupply with zinc and manganese increased the total zinc and manganese contents to a higher extend than the single metal supplementation. In this relation the C. elegans metallothionein 1 (MTL-1) was identified as an important regulator of metal homeostasis. The total zinc content and the concentration of labile zinc were age-dependently, but differently regulated. This elucidates the importance of distinguishing these parameters as two independent biomarkers for the zinc status. Not the metal oversupply, but aging increased the levels of dopaminergic neurodegeneration. Additionally, nearly all these results yielded differences in the aging-dependent regulation of trace element homeostasis between wildtypes and PD models. This confirms that an increased zinc and manganese intake can influence the aging process as well as parkinsonism by altering homeostasis although the underlying mechanisms need to be clarified in further studies. N2 - Die Spurenelemente Zink und Mangan sind vor allem aufgrund ihrer enzymatischen und Protein-stabilisierenden Funktionen essentiell für die menschliche Gesundheit. Werden sie allerdings in Mengen aufgenommen, die den Bedarf übersteigen, können regulatorische Prozesse für die Aufrechterhaltung physiologischer Konzentrationen dieser Metalle (Homöostase) aus dem Gleichgewicht geraten. Das kann ernsthafte gesundheitliche Konsequenzen nach sich ziehen, unter anderem die Entstehung neurodegenerativer Krankheiten, wie zum Beispiel der Parkinson’schen Erkrankung. Auch während des Alterungsprozesses verändern sich die Gehalte an lebensnotwendigen Spurenelementen im Körper. Jedoch sind die Zusammenhänge zwischen Ursache und Wirkung einer erhöhten Aufnahme an Zink und Mangan und deren Einfluss auf den Alterungsprozess und die Entstehung der altersassoziierten Parkinson’schen Erkrankung bisher nur unzureichend verstanden. Im Rahmen dieser Doktorarbeit wurde deshalb der Einfluss einer nutritiven Zink- und/oder Manganüberversorgung auf die Metallhomöostase während der Alterung untersucht. Dazu wurde Caenorhabditis elegans (C. elegans) als Modellorganismus verwendet. Diese Fadenwürmer eignen sich aufgrund verschiedener Eigenschaften, wie einem kurzen Lebenszyklus und einem komplett sequenzierten und leicht manipulierbarem Genom, hervorragend als Alters- und Parkinson-Modelle. Es wurden verschiedene Protokolle etabliert, die die Anzucht von Zink- und/oder Mangan-supplementierten jungen, mittelalten bzw. gealterten C. elegans erlaubten. Neben Wildtypen wurden auch Wurmstämme untersucht, die genetische Modifikationen aufweisen, die mit vererbbaren Formen des Parkinsonismus assoziiert werden können. Die Würmer wurden mithilfe verschiedener Methoden, wie der analytischen Bestimmung des Gesamtmetallgehaltes mittels Massenspektrometrie mit induktiv-gekoppeltem Plasma, einer Sonden-spezifischen Methode zur Bestimmung von freiem Zink, Letalitätsassays, Genexpressionsanalysen und der Fluoreszenz-mikroskopischen Untersuchung der dopaminergen Neurodegeneration auf verschiedene Parameter untersucht, die Aufschluss über homöostatische und neurologische Veränderungen geben. Es wurde eine altersbedingte Zunahme von Eisen, sowie Zink und Mangan in den Würmern beobachtet. Weiterhin stellte sich heraus, dass vor allem die simultane Überversorgung mit Zink und Mangan den Gesamtmetallgehalt dieser Metalle in C. elegans in einem Maß steigerte, das das der Einzelmetallsupplementierung überstieg. Dabei konnte vor allem das C. elegans Metallothionein 1 (MTL-1) als wichtiger Faktor in der Regulation der Metallhomöostase identifiziert werden. Außerdem wurde die Wichtigkeit verdeutlicht, zwischen dem Gesamtzinkgehalt und der Konzentration an freiem Zink als Biomarkern für den Zinkstatus eines Organismus zu unterscheiden. Beide Parameter wurden altersabhängig unterschiedlich reguliert. Im Gegensatz zur Alterung, wurde durch die Überversorgung mit Metallen keine zusätzliche Schädigung der dopaminergen Neuronen beobachtet. In nahezu all diesen Ergebnissen verdeutlichten sich weiterhin Unterschiede in der altersabhängigen Regulation der Spurenelementhomöostase zwischen Wildtypen und Parkinson-Modellen. Dies bestätigt die Annahme, dass sich eine erhöhte Aufnahme von Mangan und Zink durch die Beeinflussung der Homöostase sowohl auf die Alterung, als auch den Parkinsonismus auswirken kann, jedoch müssen die mechanistischen Grundlagen dessen in zukünftigen Studien aufgeklärt werden. KW - Caenorhabditis elegans KW - aging KW - trace element KW - zinc KW - manganese KW - Caenorhabditis elegans KW - Alterung KW - Spurenelement KW - Zink KW - Mangan Y1 - 2021 ER - TY - GEN A1 - Baesler, Jessica A1 - Michaelis, Vivien A1 - Stiboller, Michael A1 - Haase, Hajo A1 - Aschner, Michael A1 - Schwerdtle, Tanja A1 - Sturzenbaum, Stephen R. A1 - Bornhorst, Julia T1 - Nutritive manganese and zinc overdosing in aging c. elegans result in a metallothionein-mediated alteration in metal homeostasis T2 - Zweitveröffentlichungen der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe N2 - Manganese (Mn) and zinc (Zn) are not only essential trace elements, but also potential exogenous risk factors for various diseases. Since the disturbed homeostasis of single metals can result in detrimental health effects, concerns have emerged regarding the consequences of excessive exposures to multiple metals, either via nutritional supplementation or parenteral nutrition. This study focuses on Mn-Zn-interactions in the nematode Caenorhabditis elegans (C. elegans) model, taking into account aspects related to aging and age-dependent neurodegeneration. T3 - Zweitveröffentlichungen der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe - 1364 KW - aging KW - C. elegans KW - homeostasis KW - manganese KW - zinc Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-514995 SN - 1866-8372 IS - 8 ER - TY - JOUR A1 - Baesler, Jessica A1 - Michaelis, Vivien A1 - Stiboller, Michael A1 - Haase, Hajo A1 - Aschner, Michael A1 - Schwerdtle, Tanja A1 - Sturzenbaum, Stephen R. A1 - Bornhorst, Julia T1 - Nutritive manganese and zinc overdosing in aging c. elegans result in a metallothionein-mediated alteration in metal homeostasis JF - Molecular Nutrition and Food Research N2 - Manganese (Mn) and zinc (Zn) are not only essential trace elements, but also potential exogenous risk factors for various diseases. Since the disturbed homeostasis of single metals can result in detrimental health effects, concerns have emerged regarding the consequences of excessive exposures to multiple metals, either via nutritional supplementation or parenteral nutrition. This study focuses on Mn-Zn-interactions in the nematode Caenorhabditis elegans (C. elegans) model, taking into account aspects related to aging and age-dependent neurodegeneration. KW - aging KW - C. elegans KW - homeostasis KW - manganese KW - zinc Y1 - 2021 U6 - https://doi.org/10.1002/mnfr.202001176 SN - 1613-4133 SN - 1613-4125 VL - 65 IS - 8 SP - 1 EP - 11 PB - Wiley-VCH GmbH CY - Weinheim ER - TY - GEN A1 - Bala, Sruti A1 - Kerrigan, Dylan ED - Heide, Johanna T1 - Embodied Practices – Looking from Small Places BT - A Conversation between Sruti Bala and Dylan Kerrigan T2 - Minor Constellations in Conversation Lecture Series N2 - “Embodied Practices – Looking From Small Places” is an edited transcript of a conversation between theatre and performance scholar Sruti Bala (University of Amsterdam) and sociologist, criminologist and anthropologist Dylan Kerrigan (University of Leicester) that took place as an online event in November 2020. Throughout their talk, Bala and Kerrigan engage with the legacy of Haitian anthropologist Michel-Rolph Trouillot. Specifically, they focus on his approach of looking from small units, such as small villages in Dominica, outwards to larger political structures such as global capitalism, social inequalities and the distribution of power. They also share insights from their own research on embodied practices in the Caribbean, Europe and India and answer questions such as: What can research on and through embodied practices tell us about systems of power and domination that move between the local and the global? How can performance practices which are informed by multiple locations and cultures be read and appreciated adequately? Sharing insights from his research into Guyanese prisons, Kerrigan outlines how he aims to connect everyday experiences and struggles of Caribbean people to trans-historical and transnational processes such as racial capitalism and post/coloniality. Furthermore, he elaborates on how he uses performance practices such as spoken word poetry and data verbalisation to connect with systematically excluded groups. Bala challenges naïve notions about the inherent transformative potential of performance in her research on performance and translation. She points to the way in which performance and its reception is always already inscribed in what she calls global or planetary asymmetries. At the conclusion of this conversation, they broach the question: are small places truly as small as they seem? N2 - “Embodied Practices – Looking From Small Places” ist das editierte Transkript eines Gesprächs zwischen der Theaterwissenschaftlerin Sruti Bala (Universität Amsterdam) und dem Soziologen und Kriminologen Dylan Kerrigan (University Leicester), welches als Online-Veranstaltung unter gleichem Titel im November 2020 stattfand. Zentraler Ausgangspunkt des Gesprächs ist die Auseinandersetzung mit dem Werk des haitianischen Anthropologen Michel-Rolph Trouillot und insbesondere seinem Ansatz ausgehend von kleinen Einheiten, wie etwa kleinen Dörfern auf Dominica, auf große politische Zusammenhänge zu schauen, wie die Weltwirtschaft oder aber auch die Verteilung von Macht und sozialen Ungleichheiten. Davon ausgehend, geben die beiden Wissenschaftler*innen Einblicke in ihre eigenen Forschungen zu verkörperten, performativen Praktiken in der Karibik, in Europa oder in Indien. Sie verhandeln Fragen wie etwa: Wie kann Forschung zu und mit performativen Praktiken unser Verständnis von Macht- und Herrschaftssystemen schärfen, die gleichzeitig lokal und global wirksam sind? Wie könnte eine angemessene und wertschätzende Auseinandersetzung mit performativen Praktiken aussehen, die sich aus unterschiedlichen geografischen und kulturellen Kontexten speisen? Kerrigan führt aus wie er in seiner Forschung zeigt, dass alltägliche Erfahrungen und Kämpfe in der Karibik nicht außerhalb von historischen und transnationalen Prozessen wie racial capitalism sowie Post/Kolonialität zu denken sind. Darüber hinaus berichtet er, wie er performative Praktiken wie spoken word oder data verbalisation einsetzt, um mit systematisch marginalisierten Personen in Kontakt zu treten. Bala legt dar, dass sie in ihrer Forschung, beispielsweise zu Performance und Übersetzung, darum bemüht ist, naive Vorstellungen von dem scheinbar inhärent transformativen Potential von Performance zu dekonstruieren. Aufführungen und deren Rezeption seien vielmehr immer schon eingeschrieben in das, was Bala globale oder planetarische Asymmetrien nennt. Schließlich verhandeln sie die Frage wie klein sogenannte “kleine Orte” tatsächlich sind. KW - Performance Studies KW - Theatre Studies KW - Anthropology KW - Criminology KW - Caribbean KW - Embodied Practices KW - Performance KW - Translation KW - Spoken word Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-508999 ER - TY - JOUR A1 - Balderas-Valadez, Ruth Fabiola A1 - Pacholski, Claudia T1 - Plasmonic Nanohole Arrays on Top of Porous Silicon Sensors BT - A Win-Win Situation JF - ACS applied materials & interfaces N2 - Label-free optical sensors are attractive candidates, for example, for detecting toxic substances and monitoring biomolecular interactions. Their performance can be pushed by the design of the sensor through clever material choices and integration of components. In this work, two porous materials, namely, porous silicon and plasmonic nanohole arrays, are combined in order to obtain increased sensitivity and dual-mode sensing capabilities. For this purpose, porous silicon monolayers are prepared by electrochemical etching and plasmonic nanohole arrays are obtained using a bottom-up strategy. Hybrid sensors of these two materials are realized by transferring the plasmonic nanohole array on top of the porous silicon. Reflectance spectra of the hybrid sensors are characterized by a fringe pattern resulting from the Fabry–Pérot interference at the porous silicon borders, which is overlaid with a broad dip based on surface plasmon resonance in the plasmonic nanohole array. In addition, the hybrid sensor shows a significant higher reflectance in comparison to the porous silicon monolayer. The sensitivities of the hybrid sensor to refractive index changes are separately determined for both components. A significant increase in sensitivity from 213 ± 12 to 386 ± 5 nm/RIU is determined for the transfer of the plasmonic nanohole array sensors from solid glass substrates to porous silicon monolayers. In contrast, the spectral position of the interference pattern of porous silicon monolayers in different media is not affected by the presence of the plasmonic nanohole array. However, the changes in fringe pattern reflectance of the hybrid sensor are increased 3.7-fold after being covered with plasmonic nanohole arrays and could be used for high-sensitivity sensing. Finally, the capability of the hybrid sensor for simultaneous and independent dual-mode sensing is demonstrated. KW - optical sensors KW - porous silicon KW - surface plasmon resonance KW - plasmonic KW - nanohole arrays KW - bottom-up fabrication Y1 - 2021 U6 - https://doi.org/10.1021/acsami.1c07034 SN - 1944-8244 SN - 1944-8252 VL - 13 IS - 30 SP - 36436 EP - 36444 PB - American Chemical Society CY - Washington ER -