3,684 research outputs found
Subcooled boiling in a negligible gravity field final report
Forces acting on bubble formed in nucleate boiling and effect of gravity on removal of vapor bubble from heated surfac
Teenage pregnancies and birth in Germany: Patterns and developments
We study the development of teenage fertility in East and West Germany using data from the German Socioeconomic Panel (SOEP) and from the German Mikrozensus. Following the international literature we derive hypotheses on the patterns of teenage fertility and test whether they are relevant in the German case. We find that teenage fertility is associated with teenage age and education, with the income of the teenager's family, with migration status, residence in East Germany, and aggregate unemployment. Our evidence supports counter-cyclical teenage fertility
Improving Mechanical Ventilator Clinical Decision Support Systems with A Machine Learning Classifier for Determining Ventilator Mode
Clinical decision support systems (CDSS) will play an in-creasing role in
improving the quality of medical care for critically ill patients. However, due
to limitations in current informatics infrastructure, CDSS do not always have
com-plete information on state of supporting physiologic monitor-ing devices,
which can limit the input data available to CDSS. This is especially true in
the use case of mechanical ventilation (MV), where current CDSS have no
knowledge of critical ventilation settings, such as ventilation mode. To enable
MV CDSS to make accurate recommendations related to ventilator mode, we
developed a highly performant ma-chine learning model that is able to perform
per-breath clas-sification of 5 of the most widely used ventilation modes in
the USA with an average F1-score of 97.52%. We also show how our approach makes
methodologic improvements over previous work and that it is highly robust to
missing data caused by software/sensor error
Einfluss der Futterleguminosenart, deren Saatzeit und Nutzung auf die Nachfrucht Winterweizen
The preceding crop effect of fodder legumes concerning sowing date, type of legume and utilization were conducted in field trials at two sites in Upper Bavaria in 2012-
2013. All in all, seven types of clover in pure stands or clover/grass leys were grown one main production year. Sowing dates were undersowings in triticale in spring,
stubble seeds after harvest of preceding crop triticale and spring seed in the main production year. Utilization variants were mulching or cutting without organic
fertilization in the subsequent crop winter wheat.
Mulching of fodder legumes resulted in higher yields and mostly higher baking quality (crude protein content, wet gluten content and baking volume) of the succeeding
wheat. Earlier sowings leaded mostly to higher yields and higher baking quality. At species level, a mixture of white clover and black medic showed highest yield as well
as highest crude protein and wet gluten contents. It is concluded, that fodder legume management strongly affected the preceding crop effect
Vergleich verschiedener Arten und Saatzeiten bei Futterleguminosen
Sowing date of fodder legumes and type of legume may influence yield and preceding crop effect. Field trials were conducted at two sites in Upper Bavaria in 2010-2012.
Seven types of clover in pure stands or clover/grass leys were compared for one main production year. Sowing dates were undersowing triticale in spring, stubble seeds
after harvest of preceding crop triticale and spring seed in the main production year. Dry matter and crude protein yields were strongly affected by sowing date and by type
of clover. Earlier sowings lead to higher yield of fodder legumes. Crude protein yield for clover/grass ley dominated by lucerne, red and white clover undersown in triticale
was nearly twice as high as for spring seed in the main production year. Among this clover/grass ley, red clover in pure stands achieved highest yields at species level
Love your Leave, Don't Leave your Love! Paid Parental Leave and Children's Living Arrangements
We examine how a German paid parental leave reform causally affected early childhood living arrangements. The reform replaced a means-tested benefit with a universal transfer paid out for a shorter period. Using a difference-in-differences design, we find that the reform increased the probability that a newborn lives with non-married cohabiting parents. This effect results from a reduced risk of single parenthood among women who gained from the reform. We reject the economic independence hypothesis and argue that the effects for reform winners are consistent with alternative hypotheses related to increased female financial attractiveness and increased paternal involvement in childcare
There are many barriers to speciesâ migrations
Temperature-change trajectories are being used to identify the geographic barriers and thermal âcul-de-sacsâ that will limit the ability of many species to track climate change by migrating. We argue that there are many other potential barriers to speciesâ migrations. These include stable ecotones, discordant shifts in climatic variables, human land use, and speciesâ limited dispersal abilities. To illustrate our argument, for each 0.5° latitude/longitude grid cell of the Earthâs land surface, we mapped and tallied the number of cells for which future (2060â2080) climate represents an analog of the focal cellâs current climate. We compared results when only considering temperature with those for which both temperature and total annual precipitation were considered in concert. We also compared results when accounting for only geographic barriers (no cross-continental migration) with those involving both geographic and potential ecological barriers (no cross-biome migration). As expected, the number of future climate analogs available to each pixel decreased markedly with each added layer of complexity (e.g. the proportion of the Earthâs land surface without any available future climate analogs increased from 3% to more than 36% with the inclusion of precipitation and ecological boundaries). While including additional variables can increase model complexity and uncertainty, we must strive to incorporate the factors that we know will limit speciesâ ranges and migrations if we hope to predict the effects of climate change at a high-enough degree of accuracy to guide management decisions
The B Neutrino Spectrum
Knowledge of the energy spectrum of B neutrinos is an important
ingredient for interpreting experiments that detect energetic neutrinos from
the Sun. The neutrino spectrum deviates from the allowed approximation because
of the broad alpha-unstable Be final state and recoil order corrections to
the beta decay. We have measured the total energy of the alpha particles
emitted following the beta decay of B. The measured spectrum is
inconsistent with some previous measurements, in particular with a recent
experiment of comparable precision. The beta decay strength function for the
transition from B to the accessible excitation energies in Be is fit to
the alpha energy spectrum using the R-matrix approach. Both the positron and
neutrino energy spectra, corrected for recoil order effects, are constructed
from the strength function. The positron spectrum is in good agreement with a
previous direct measurement. The neutrino spectrum disagrees with previous
experiments, particularly for neutrino energies above 12 MeV.Comment: 15 pages, 13 figures, 4 tables, submitted to Phys. Rev. C, typos
correcte
Linear approaches to intramolecular Förster Resonance Energy Transfer probe measurements for quantitative modeling
Numerous unimolecular, genetically-encoded Forster Resonance Energy Transfer (FRET) probes for monitoring biochemical activities in live cells have been developed over the past decade. As these probes allow for collection of high frequency, spatially resolved data on signaling events in live cells and tissues, they are an attractive technology for obtaining data to develop quantitative, mathematical models of spatiotemporal signaling dynamics. However, to be useful for such purposes the observed FRET from such probes should be related to a biological quantity of interest through a defined mathematical relationship, which is straightforward when this relationship is linear, and can be difficult otherwise. First, we show that only in rare circumstances is the observed FRET linearly proportional to a biochemical activity. Therefore in most cases FRET measurements should only be compared either to explicitly modeled probes or to concentrations of products of the biochemical activity, but not to activities themselves. Importantly, we find that FRET measured by standard intensity-based, ratiometric methods is inherently non-linear with respect to the fraction of probes undergoing FRET. Alternatively, we find that quantifying FRET either via (1) fluorescence lifetime imaging (FLIM) or (2) ratiometric methods where the donor emission intensity is divided by the directly-excited acceptor emission intensity (denoted R<sub>alt</sub>) is linear with respect to the fraction of probes undergoing FRET. This linearity property allows one to calculate the fraction of active probes based on the FRET measurement. Thus, our results suggest that either FLIM or ratiometric methods based on R<sub>alt</sub> are the preferred techniques for obtaining quantitative data from FRET probe experiments for mathematical modeling purpose
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