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A dataset of 2184 field measurements reported in the literature was used to evaluate the predictive capability of eight conventional flow resistance equations to predict the mean flow velocity in gravel-bed rivers. The results reveal considerable disagreement with the observed flow velocities for relative submergence less than 4 and for the non-uniformity of the bed material greater than 7.5 for all the equations. However, the predictions made using the Smart and Jaggi (1983), Ferguson (2007), and Rickenmann and Recking (2011) equations were closer to the observed values. Furthermore, bedload sediment transport also reduces the predictive capability of the equations considered in this study except for the Recking et al. (2008) equation, which was developed consid- ering active bedload transport. The performance of flow resistance equations improves when corrected by considering the geometric standard deviation of the bed material. Here we present an empirical approach using the whole dataset and its subsets for accounting for the additional energy losses occurring due to the wake vortices, spill losses, and free surface instabilities occurring due to the protrusions from the bed. The results obtained using the validation dataset shows the importance and usefulness of this approach to account for the additional energy losses, especially for the Strickler (1923) and Keulegan (1938) equations.
Statistical distributions of flood peak discharge often show heavy tail behavior, that is, extreme floods are more likely to occur than would be predicted by commonly used distributions that have exponential asymptotic behavior.
This heavy tail behavior may surprise flood managers and citizens, as human intuition tends to expect light tail behavior, and the heaviness of the tails is very difficult to predict, which may lead to unnecessarily high flood damage.
Despite its high importance, the literature on the heavy tail behavior of flood distributions is rather fragmented.
In this review, we provide a coherent overview of the processes causing heavy flood tails and the implications for science and practice.
Specifically, we propose nine hypotheses on the mechanisms causing heavy tails in flood peak distributions related to processes in the atmosphere, the catchment, and the river system.
We then discuss to which extent the current knowledge supports or contradicts these hypotheses.
We also discuss the statistical conditions for the emergence of heavy tail behavior based on derived distribution theory and relate them to the hypotheses and flood generation mechanisms.
We review the degree to which the heaviness of the tails can be predicted from process knowledge and data. Finally, we recommend further research toward testing the hypotheses and improving the prediction of heavy tails.
Continuous pollen and chironomid records from Lake Emanda (65 degrees 17'N, 135 degrees 45'E) provide new insights into the Late Quaternary environmental history of the Yana Highlands (Yakutia). Larch forest with shrubs (alders, pines, birches) dominated during the deposition of the lowermost sediments suggesting its Early Weichselian [Marine Isotope Stage (MIS) 5] age. Pollen- and chironomid-based climate reconstructions suggest July temperatures (T-July) slightly lower than modern. Gradually increasing amounts of herb pollen and cold stenotherm chironomid head capsules reflect cooler and drier environments, probably during the termination of MIS 5. T-July dropped to 8 degrees C. Mostly treeless vegetation is reconstructed during MIS 3. Tundra and steppe communities dominated during MIS 2. Shrubs became common after similar to 14.5 ka BP but herb-dominated habitats remained until the onset of the Holocene. Larch forests with shrub alder and dwarf birch dominated after the Holocene onset, ca. 11.7 ka BP. Decreasing amounts of shrub pollen during the Lateglacial are assigned to the Older Dryas and Younger Dryas with T-July similar to 7.5 degrees C. T-July increased up to 13 degrees C. Shrub stone pine was present after similar to 7.5 ka BP. The vegetation has been similar to modern since ca. 5.8 ka BP. Chironomid diversity and concentration in the sediments increased towards the present day, indicating the development of richer hydrobiological communities in response to the Holocene thermal maximum.
1. Der Staat ist nach dem Krankenhausfinanzierungsgesetz und dem Grundgesetz zur funktionsgerechten Finanzierung der in den Krankenhausplan eines Landes aufgenommenen (Plan-)Krankenhäuser verpflichtet. Um die Versorgung der Bevölkerung mit Krankenhausbehandlung sicherzustellen, müssen die Länder sämtliche bei wirtschaftlicher Betriebsführung notwendigen Investitionskosten der Plankrankenhäuser decken (§ 1 Abs. 1, § 4 Nr. 1, § 9 Abs. 5 KHG, Art. 12 Abs. 1 GG). Es gilt das Kostendeckungsprinzip. Die Sozialleistungsträger müssen Krankenhäuser durch leistungsgerechte Erlöse aus den Pflegesätzen wirtschaftlich sichern (§ 1 Abs. 1, § 4 Nr. 2 KHG, Art. 12 Abs. 1 GG).
2. Die Vergütung der Krankenhäuser durch die Sozialleistungsträger ist unzureichend. Die Fallpauschalen des DRG-Systems bleiben hinter dem zur Betriebskostenfinanzierung erforderlichen Maß zurück, weil die anhaltenden Preissteigerungen in den Landesbasisfallwerten nicht ausreichend berücksichtigt sind.
3. Die Länder kommen ihrer gesetzlichen und verfassungsrechtlichen Verpflichtung zur Übernahme der notwendigen Investitionskosten der Plankrankenhäuser seit vielen Jahren ungenügend nach.
4. Vor allem Kommunen, aber auch Länder gewähren staatlichen Krankenhäusern Ausgleichsleistungen wie Jahresfehlbetragsdeckungen, Investitions- und Betriebskostenzuschüsse, Eigenkapitalerhöhungen, zinsvergünstigte Darlehen, kostenfreie Bürgschaften und Liquiditätshilfen (sog. Defizitausgleich). Eine weitere Form des selektiven Defizitausgleichs ist die Übernahme der Kosten von Entlastungstarifverträgen staatlicher Kliniken durch Länder. Freigemeinnützige und private Krankenhäuser erhalten bislang keinen solchen Defizitausgleich.
5. Der selektive Defizitausgleich eines Landes nur für staatliche Krankenhäuser verstößt gegen das gesetzliche (§ 1 Abs. 2 S. 1 und 2 KHG) und verfassungsrechtliche (Art. 12 Abs. 1 i.V.m. Art. 3 Abs. 1 GG) Gebot der Gleichbehandlung der Plankrankenhäuser (Prinzip der Trägervielfalt). Er ist des halb rechts- und verfassungswidrig.
6. Ein selektiver Defizitausgleich von Kommunen nur für eigene (kommunale) Krankenhäuser verstößt gegen das landesgesetzliche Prinzip der Trägervielfalt und das Gleichbehandlungsgebot des Art. 3 Abs. 1 GG und ist somit unzulässig.
7. Auf eigene Krankenhäuser beschränkte Ausgleichsleistungen von Kommunen oder Ländern sind eine unzulässige Beihilfe i.S.d. Art. 107 Abs. 1 AEUV und deshalb unvereinbar mit dem EU-Beihilferecht. Das gilt sowohl, wenn staatliche Krankenhäuser Ausgleichsleistungen für die Versorgung der Bevölkerung mit Krankenhausbehandlung (s. § 109 Abs. 1 S. 1 und 2, Abs. 4 S. 2 SGB V) erhalten, als auch, wenn der Ausgleich „Gegenleistung“ für eine hoheitlich auferlegte Betriebspflicht ist. Eine wirksame Durchsetzung des EU-Beihilferechts und effektiver Rechtsschutz für nicht begünstigte freigemeinnützige und private Krankenhäuser erfordern Transparenz und eine entsprechende Veröffentlichung der Betrauungsakte der Länder und Kommunen.
8. Ein Defizitausgleich für alle in den Krankenhausplan eines Landes aufgenommenen (Plan-)Krankenhäuser ist beihilferechtlich zulässig. Da sämtliche Plankrankenhäuser Dienstleistungen von allgemeinem wirtschaftlichen Interesse (DAWI) erbringen (gesetzliche Pflicht zur Versorgung der Bevölkerung mit Krankenhausbehandlung), müssen sie nach dem EU-Beihilferecht bei staatlichen Ausgleichsleistungen für die Erfüllung der Versorgungspflicht gleichbehandelt werden. Art. 107 Abs. 1 AEUV ist entsprochen, wenn entweder ein selektiver Defizitausgleich für staatliche Plankrankenhäuser unterbleibt bzw. aufgehoben und rückabgewickelt wird oder alle – staatlichen, freigemeinnützigen und privaten Plankrankenhäuser – gleichgefördert werden.
9. Diese nach dem EU-Beihilferecht bestehende Wahlmöglichkeit kann den Ländern nach nationalem Recht verschlossen sein. Ein Ausgleich der Länder für Investitionskosten ist prinzipiell erforderlich, um der gesetzlichen Verpflichtung aus § 1 Abs. 1, § 4 Nr. 1, § 9 Abs. 5 KHG nachzukommen und die notwendigen Investitionskosten der Plankrankenhäuser unter Beachtung betriebswirtschaftlicher Grundsätze zu decken. Freigemeinnützige und private Krankenhäuser haben Anspruch auf Ausgleichsleistungen zur Investitionskostendeckung bereits wegen des gesetzlichen Gebots funktionsgerechter Finanzierung (§ 8 Abs. 1 S. 1 KHG) und aus ihrem Grundrecht der Berufsfreiheit (Art. 12 Abs. 1 GG). Ihnen kann dieser Anspruch aber auch wegen des gesetzlichen und verfassungsrechtlichen Gebots der Gleichbehandlung zustehen. Gewähren die Länder staatlichen Plankrankenhäusern bei wirtschaftlicher Betriebsführung Ausgleichsleistungen, um ihrer Verpflichtung zur Übernahme notwendiger Investitionskosten nachzukommen, müssen sie freigemeinnützigen und privaten Plankrankenhäusern nach dem Gleichbehandlungsgebot einen entsprechenden Ausgleich zahlen (§ 8 Abs. 1 S. 1 i.V.m. § 1 Abs. 2 S. 1 und 2 KHG, Art. 12 Abs. 1 i.V.m. Art. 3 Abs. 1 GG). Einer nach nationalem Recht gebotenen, gleichen Förderung aller Plankrankenhäuser steht das EU-Beihilferecht nicht entgegen.
10. Die Kommunen sind dagegen nach nationalem Recht (über die Krankenhausumlage hinaus) nicht zur Krankenhausfinanzierung verpflichtet. Sie entscheiden gem. Art. 28 Abs. 2 S. 1 GG (Gemeinden) bzw. gem. Art. 28 Abs. 2 S. 2 GG i.V.m. Landeskrankenhausrecht (Gemeindeverbände) eigenverantwortlich, ob und in welchem Umfang sie Plankrankenhäuser unter Beachtung des Wirtschaftlichkeitsgebots finanziell unterstützen (Investitions- und Betriebskosten). Dementsprechend engt das nationale Recht die nach EU-Beihilferecht bestehende Wahlmöglichkeit für Kommunen nicht ein, selektive Ausgleichsleistungen für kommunale Krankenhäuser zu unterlassen bzw. aufzuheben und rückabzuwickeln oder sie so umzugestalten, dass freigemeinnützige und private Plankrankenhäuser die gleiche Förderung erhalten. Scheidet allerdings eine Rückzahlung der von Kommunen an ihre Krankenhäuser gezahlten Finanzmittel wegen tatsächlicher Unmöglichkeit aus, wird dem EU-Beihilferecht nur entsprochen, wenn die Kommunen freigemeinnützige und private Plankrankenhäuser gleichermaßen fördern.
11. Ohne eine Nachzahlung der in den letzten Jahren unterbliebenen Förderung durch die Sozialleistungsträger und die Länder ist die anstehende Krankenhausreform für die Krankenhäuser nicht zu bewältigen. Um die geplante Umstellung auf neue Versorgungslevel und Leistungsgruppen vornehmen und die hiermit verbundenen kostenintensiven Umstrukturierungsprozesse leisten zu können, muss die infolge unzureichender Krankenhausfinanzierung entstandene Unterfinanzierung der Krankenhäuser vor der Reform behoben werden. Die Forderungen nach „Vorschaltgesetzen“ sind daher berechtigt.
Effect of temperature on the densification of silicate melts to lower earth's mantle conditions
(2022)
Physical properties of silicate melts play a key role for global planetary dynamics, controlling for example volcanic eruption styles, mantle convection and elemental cycling in the deep Earth. They are significantly modified by structural changes at the atomic scale due to external parameters such as pressure and temperature or due to chemistry. Structural rearrangements such as 4- to 6-fold coordination change of Si with increasing depth may profoundly influence melt properties, but have so far mostly been studied at ambient temperature due to experimental difficulties. In order to investigate the structural properties of silicate melts and their densification mechanisms at conditions relevant to the deep Earth's interior, we studied haplo basaltic glasses and melts (albite-diopside composition) at high pressure and temperature conditions in resistively and laser-heated diamond anvil cells using X-ray absorption near edge structure spectroscopy. Samples were doped with 10 wt% of Ge, which is accessible with this experimental technique and which commonly serves as a structural analogue for the network forming cation Si. We acquired spectra on the Ge K edge up to 48 GPa and 5000 K and derived the average Ge-O coordination number NGe-O, and bond distance RGe-O as functions of pressure. Our results demonstrate a continuous transformation from tetrahedral to octahedral coordination between ca. 5 and 30 GPa at ambient temperature. Above 1600 K the data reveal a reduction of the pressure needed to complete conversion to octahedral coordination by ca. 30 %. The results allow us to determine the influence of temperature on the Si coordination number changes in natural melts in the Earth's interior. We propose that the complete transition to octahedral coordination in basaltic melts is reached at about 40 GPa, corresponding to a depth of ca. 1200 km in the uppermost lower mantle. At the core-mantle boundary (2900 km, 130 GPa, 3000 K) the existence of non-buoyant melts has been proposed to explain observed low seismic wave velocity features. Our results highlight that the melt composition can affect the melt density at such extreme conditions and may strongly influence the structural response.
The H alpha spectral line is a well-studied absorption line revealing properties of the highly structured and dynamic solar chromosphere. Typical features with distinct spectral signatures in H alpha include filaments and prominences, bright active-region plages, superpenumbrae around sunspots, surges, flares, Ellerman bombs, filigree, and mottles and rosettes, among others. This study is based on high-spectral resolution H alpha spectra obtained with the Echelle spectrograph of the Vacuum Tower Telescope (VTT) located at Observatorio del Teide, Tenerife, Spain. The t-distributed stochastic neighbor embedding (t-SNE) is a machine-learning algorithm, which is used for nonlinear dimensionality reduction. In this application, it projects H alpha spectra onto a two-dimensional map, where it becomes possible to classify the spectra according to results of cloud model (CM) inversions. The CM parameters optical depth, Doppler width, line-of-sight velocity, and source function describe properties of the cloud material. Initial results of t-SNE indicate its strong discriminatory power to separate quiet-Sun and plage profiles from those that are suitable for CM inversions. In addition, a detailed study of various t-SNE parameters is conducted, the impact of seeing conditions on the classification is assessed, results for various types of input data are compared, and the identified clusters are linked to chromospheric features. Although t-SNE proves to be efficient in clustering high-dimensional data, human inference is required at each step to interpret the results. This exploratory study provides a framework and ideas on how to tailor a classification scheme toward specific spectral data and science questions.
Die Mehrheit aktueller Studien schätzt das Transformationspotenzial digitaler Technologien für Organisationen hoch ein. In Auseinandersetzung mit dieser Einschätzung entwickelt der Artikel eine konzeptionelle organisationssoziologische Perspektive auf das Verhältnis von Organisation und digitalen Technologien. Wir nutzen diese Perspektive, um den Fall des Predictive Policing in Deutschland zu betrachten und die Entscheidung zur Adaption der Technologie, ihre organisationale Situierung sowie die Rolle des Organisationstyps zu diskutieren. Unsere Perspektive führt zu einem zurückhaltenden Urteil über das Transformationspotenzial dieser digitalen Technologie, die wir daher als Reform unter anderen Reformen begreifen. Insgesamt argumentieren wir dafür, Digitalisierung stärker als bisher als heterogenen Prozess zu verstehen.
Climate change projections predict that Mediterranean-type ecosystems (MTEs) are becoming hotter and drier and that fires will become more frequent and severe.
While most plant species in these important biodiversity hotspots are adapted to hot, dry summers and recurrent fire, the Interval Squeeze framework suggests that reduced seed production (demographic shift), reduced seedling establishment after fire (post fire recruitment shift), and reduction in the time between successive fires (fire interval shift) will threaten fire killed species under climate change.
One additional potential driver of accelerated species decline, however, has not been considered so far: the decrease in pollination success observed in many ecosystems worldwide has the potential to further reduce seed accumulation and thus population persistence also in these already threatened systems.
Using the well-studied fire-killed and serotinous shrub species Banksia hookeriana as an example, we apply a new spatially implicit population simulation model to explore population dynamics under past (1988-2002) and current (2003-2017) climate conditions, deterministic and stochastic fire regimes, and alternative scenarios of pollination decline.
Overall, model results suggest that while B. hookeriana populations were stable under past climate conditions, they will not continue to persist under current (and prospective future) climate.
Negative effects of climatic changes and more frequent fires are reinforced by the measured decline in seed set leading to further reduction in the mean persistence time by 12-17%.
These findings clearly indicate that declining pollination rates can be a critical factor that increases further the pressure on the persistence of fire-killed plants.
Future research needs to investigate whether other fire-killed species are similarly threatened, and if local population extinction may be compensated by recolonization events, facilitating persistence in spatially structured meta-communities.
The radiation-sensitive field-effect transistors (RADFETs) with an oxide thickness of 400 nm are irradiated with gate voltages of 2, 4 and 6 V, and without gate voltage.
A detailed analysis of the mechanisms responsible for the creation of traps during irradiation is performed.
The creation of the traps in the oxide, near and at the silicon/silicon-dioxide (Si/SiO2) interface during irradiation is modelled very well. This modelling can also be used for other MOS transistors containing SiO2.
The behaviour of radiation traps during postirradiation annealing is analysed, and the corresponding functions for their modelling are obtained. The switching traps (STs) do not have significant influence on threshold voltage shift, and two radiation-induced trap types fit the fixed traps (FTs) very well. The fading does not depend on the positive gate voltage applied during irradiation, but it is twice lower in case there is no gate voltage.
A new dosimetric parameter, called the Golden Ratio (GR), is proposed, which represents the ratio between the threshold voltage shift after irradiation and fading after spontaneous annealing. This parameter can be useful for comparing MOS dosimeters.
The formation of large polarons has been proposed as reason for the high defect tolerance, low mobility, low charge carrier trapping, and low nonradiative recombination rates of lead halide perovskites. Recently, direct evidence for large-polaron formation has been reported from a 50% effective mass enhancement in angle-resolved photoemission of CsPbBr3 over theory for the orthorhombic structure. We present in-depth band dispersion measurements of CsPbBr3 and GW calculations, which lead to similar effective masses at the valence band maximum of 0.203 1 0.016 m0 in experiment and 0.226 m0 in orthorhombic theory. We argue that the effective mass can be explained solely on the basis of electron-electron correlation and largepolaron formation cannot be concluded from photoemission data.
Care work 4.0
(2022)
Care-Berufe verändern sich durch demographische, technologische und wirtschaftliche Entwicklungen. Zuletzt erhöhen auch gesundheitspolitische Herausforderungen und die COVID-19 Maßnahmenpolitik den Druck auf das Sozial- und Gesundheitssystem. Dadurch befindet sich die bezahlte Care-Arbeit im berufsstrukturellen Wandel, d. h. es entstehen neue Bedingungen für und Anforderungen an diese Tätigkeiten, die in Österreich mehrheitlich von Frauen ausgeübt werden.
Das Buch analysiert die sicherheitsbehördlichen Ermittlungen zu der rechten Terrorgruppe „Nationalsozialistischer Untergrund“ aus einer Routine- und Lernperspektive. Im Fokus stehen die Ermittlungen der thüringischen Sicherheitsbehörden ab 1998 sowie die bundesweiten polizeilichen Ermittlungen ab 2000. Die Analyse zeigt, dass es jeweils organisationale Faktoren waren, die den Misserfolg der Ermittlungen begünstigten: die sicherheitsbehördlichen Ermittlungsroutinen wurden durch Aufmerksamkeitsverschiebungen unsystematisch, durch mikropolitische Konflikte beeinträchtigt und durch vergangene Erfahrungen limitiert, die zu enge Prämissen für gegenwärtige Ermittlungen setzten. Insgesamt verdeutlicht die Studie, dass eine organisationssoziologische Perspektive auf die Ermittlungen einen entscheidenden Beitrag zum Verständnis des NSU-Komplexes bietet.
- der Ermittlungsfall NSU erstmal organisationssoziologisch analysisiert
- Untersuchung von Führungsfragen und Polizeikultur
- theoretischer innovativer Ansatz in der Polizeiforschung
Monitoring agricultural systems becomes increasingly important in the context of global challenges like climate change, biodiversity loss, population growth, and the rising demand for agricultural products. High-resolution, national-scale maps of agricultural land are needed to develop strategies for future sustainable agriculture.
However, the characterization of agricultural land cover over large areas and for multiple years remains challenging due to the locally diverse and temporally variable characteristics of cultivated land.
We here propose a workflow for generating national agricultural land cover maps on a yearly basis that accounts for varying environmental conditions. We tested the approach by mapping 24 agricultural land cover classes in Germany for the three years 2017, 2018, and 2019, in which the meteorological conditions strongly differed.
We used a random forest classifier and dense time series data from Sentinel-2 and Landsat 8 in combination with monthly Sentinel-1 composites and environmental data and evaluated the relative importance of optical, radar, and environmental data.
Our results show high overall accuracy and plausible class accuracies for the most dominant crop types across different years despite the strong inter-annual meteorological variability and the presence of drought and nondrought years. The maps show high spatial consistency and good delineation of field parcels.
Combining optical, SAR, and environmental data increased overall accuracies by 6% to 10% compared to single sensor approaches, in which optical data outperformed SAR. Overall accuracy ranged between 78% and 80%, and the mapped areas aligned well with agricultural statistics at the regional and national level.
Based on the multi-year dataset we mapped major crop sequences of cereals and leaf crops. Most crop sequences were dominated by winter cereals followed by summer cereals.
Monocultures of summer cereals were mainly revealed in the Northwest of Germany. We showcased that high spatial and thematic detail in combination with annual mapping will stimulate research on crop cycles and studies to assess the impact of environmental policies on management decisions.
Our results demonstrate the capabilities of integrated optical time series and SAR data in combination with variables describing local and seasonal environmental conditions for annual large-area crop type mapping.
The past three decades of policy process studies have seen the emergence of a clear intellectual lineage with regard to complexity. Implicitly or explicitly, scholars have employed complexity theory to examine the intricate dynamics of collective action in political contexts. However, the methodological counterparts to complexity theory, such as computational methods, are rarely used and, even if they are, they are often detached from established policy process theory. Building on a critical review of the application of complexity theory to policy process studies, we present and implement a baseline model of policy processes using the logic of coevolving networks. Our model suggests that an actor's influence depends on their environment and on exogenous events facilitating dialogue and consensus-building. Our results validate previous opinion dynamics models and generate novel patterns. Our discussion provides ground for further research and outlines the path for the field to achieve a computational turn.
Social theory has long predicted that social mobility, in particular downward social mobility, is detrimental to the well-being of individuals. Dissociative and “falling from grace” theories suggest that mobility is stressful due to the weakening of social ties, feelings of alienation, and loss of status. In light of these theories, it is a puzzle that the majority of quantitative studies in this area have shown null results. Our approach to resolve the puzzle is two-fold. First, we argue for a broader conception of the mobility process than is often used and thus focus on intragenerational occupational class mobility rather than restricting ourselves to the more commonly studied intergenerational mobility. Second, we argue that self-reported measures may be biased by habituation (or “entrenched deprivation”). Using nurse-collected health and biomarker data from the UK Household Longitudinal Study (2010–2012, N = 4,123), we derive a measure of allostatic load as an objective gauge of physiological “wear and tear” and compare patterns of mobility effects with self-reports of health using diagonal reference models. Our findings indicate a strong class gradient in both allostatic load and self-rated health, and that both first and current job matter for current well-being outcomes. However, in terms of the effects of mobility itself, we find that intragenerational social mobility is consequential for allostatic load, but not for self-rated health. Downward mobility is detrimental and upward mobility beneficial for well-being as assessed by allostatic load. Thus, these findings do not support the idea of generalized stress from dissociation, but they do support the “falling from grace” hypothesis of negative downward mobility effects. Our findings have a further implication, namely that the differences in mobility effects between the objective and subjective outcome infer the presence of entrenched deprivation. Null results in studies of self-rated outcomes may therefore be a methodological artifact, rather than an outright rejection of decades-old social theory.
Despite advanced seismological techniques, automatic source characterization for microseismic earthquakes remains difficult and challenging since current inversion and modelling of high-frequency signals are complex and time consuming. For real-time applications such as induced seismicity monitoring, the application of standard methods is often not fast enough for true complete real-time information on seismic sources. In this paper, we present an alternative approach based on recent advances in deep learning for rapid source-parameter estimation of microseismic earthquakes. The seismic inversion is represented in compact form by two convolutional neural networks, with individual feature extraction, and a fully connected neural network, for feature aggregation, to simultaneously obtain full moment tensor and spatial location of microseismic sources. Specifically, a multibranch neural network algorithm is trained to encapsulate the information about the relationship between seismic waveforms and underlying point-source mechanisms and locations. The learning-based model allows rapid inversion (within a fraction of second) once input data are available. A key advantage of the algorithm is that it can be trained using synthetic seismic data only, so it is directly applicable to scenarios where there are insufficient real data for training. Moreover, we find that the method is robust with respect to perturbations such as observational noise and data incompleteness (missing stations). We apply the new approach on synthesized and example recorded small magnitude (M <= 1.6) earthquakes at the Hellisheioi geothermal field in the Hengill area, Iceland. For the examined events, the model achieves excellent performance and shows very good agreement with the inverted solutions determined through standard methodology. In this study, we seek to demonstrate that this approach is viable for microseismicity real-time estimation of source parameters and can be integrated into advanced decision-support tools for controlling induced seismicity.
Reconstructing thermal histories in thrust belts is commonly used to infer the age and rates of thrusting and hence the driving mechanisms of orogenesis.
In areas where ancient basins have been incorporated into the orogenic wedge, a quantitative reconstruction of the thermal history helps distinguish among potential mechanisms responsible for heating events.
We present such a reconstruction for the Ischigualasto-Villa Union basin in the western Pampean Ranges of Argentina, where Triassic rifting and late Cretaceous-Cenozoic retroarc foreland basin development has been widely documented, including Miocene flat-slab subduction.
We report results of organic and inorganic thermal indicators acquired along three stratigraphic sections, including vitrinite reflectance and X-ray diffractometry in claystones and new thermochronological [(apatite fission-track and apatite and zircon [U-Th]/He)] analyses.
Despite up to 5 km-thick Cenozoic overburden and unlike previously thought, the thermal peak in the basin is not due to Cenozoic burial but occurred in the Triassic, associated with a high heat flow of up to 90 mWm(-2) and <2 km of burial, which heated the base of the Triassic strata to similar to 160 degrees C. Following exhumation, attested by the development of an unconformity between the Triassic and Late-Cretaceous-Cenozoic sequences, Cenozoic re-burial increased the temperature to similar to 110 degrees C at the base of the Triassic section and only similar to 50 degrees C 7 km upsection, suggesting a dramatic decrease in the thermal gradient.
The onset of Cenozoic cooling occurred at similar to 10(-8) Ma, concomitant with sediment accumulation and thus preceding the latest Miocene onset of thrusting that has been independently documented by stratigraphic-cross-cutting relationships.
We argue that the onset of cooling is associated with lithospheric refrigeration following establishment of flat-slab subduction, leading to the eastward displacement of the asthenospheric wedge beneath the South American plate.
Our study places time and temperature constraints on flat-slab cooling that calls for a careful interpretation of exhumation signals in thrustbelts inferred from thermochronology only.
Living alone in the city
(2023)
Over the past decades, the number of single households is constantly rising in metropolitan regions. In addition, they became increasingly heterogeneous. In the media, individuals who live alone are sometimes still presented as deficient. Recent research, however, indicates a way more complex picture. Using the example of Vienna, this paper investigates the quality of life of different groups of single households in the city. Based on five waves of the Viennese Quality of Life Survey covering almost a quarter of a century (1995–2018), we analyse six domains of subjective well-being (satisfaction with the financial situation, the housing situation, the main activity, the family life, social contacts, and leisure time activities). Our analyses reveal that, in most domains, average satisfaction of single households has hardly changed over time. However, among those living alone satisfaction of senior people (60+) increased while satisfaction of younger people (below age 30) decreased. Increasing differences in satisfaction with main activity, housing, or financial situation reflect general societal developments on the Viennese labour and housing markets. The old clichéd images of the “young, reckless, happy single” and the “lonely, poor, dissatisfied senior single” reverse reality.
Only a fast and global transformation towards decarbonization and sustainability can keep the Earth in a civilization-friendly state. As hotspots for (green) innovation and experimentation, cities could play an important role in this transition. They are also known to profit from each other's ideas, with policy and technology innovations spreading to other cities. In this way, cities can be conceptualized as nodes in a globe-spanning learning network. The dynamics of this process are important for society's response to climate change and other challenges, but remain poorly understood on a macroscopic level. In this contribution, we develop an approach to identify whether network-based complex contagion effects are a feature of sustainability policy adoption by cities, based on dose-response contagion and surrogate data models. We apply this methodology to an exemplary data set, comprising empirical data on the spreading of a public transport innovation (Bus Rapid Transit Systems) and a global inter-city connection network based on scheduled flight routes. Although our approach is not able to identify detailed mechanisms, our results point towards a contagious spreading process, and cannot be explained by either the network structure or the increase in global adoption rate alone. Further research on the role of a city's abstract "global neighborhood" regarding its policy and innovation decisions is thus both needed and promising, and may connect with research on social tipping processes. The methodology is generic, and can be used to compare the predictive power for innovation spreading of different kinds of inter-city network connections, e.g. via transport links, trade, or co-membership in political networks.
For many years scholars and politicians discuss the economic importance of the middle income class. Our article contributes to broaden the present state of research by not only examining the structure of the middle class whilst focusing on individual attributes, but by especially taking the role of gender-specific occupational characteristics and country-specific conditions into account. Based on the EU-SILC data 2020 for 17 countries, we analyze which factors affect the structure of the middle income class on the individual, on the occupational and country level. Our findings show that occupational attributes (e.g. part-time rate) prove to be highly relevant in this realm. Moreover, significant gender differences can be observed: women who work in an occupation which is mainly performed by women bear a higher risk of belonging to the lower income class as compared to men.