304 research outputs found
Aerosol indirect effects on glaciated clouds. Part I: Model description
Various improvements were made to a state-of-the-art aerosol–cloud model and comparison of the model results with observations from field campaigns was performed. The strength of this aerosol–cloud model is in its ability to explicitly resolve all the known modes of heterogeneous cloud droplet activation and ice crystal nucleation. The model links cloud particle activation with the aerosol loading and chemistry of seven different aerosol species. These improvements to the model resulted in more accurate prediction especially of droplet and ice crystal number concentrations in the upper troposphere and enabled the model to directly sift the aerosol indirect effects based on the chemistry and concentration of the aerosols. In addition, continental and maritime cases were simulated for the purpose of validating the aerosol–cloud model and for investigating the critical microphysical and dynamical mechanisms of aerosol indirect effects from anthropogenic solute and solid aerosols, focusing mainly on glaciated clouds. The simulations showed that increased solute aerosols reduced cloud particle sizes by about 5 μm and inhibited warm rain processes. Cloud fractions and their optical thicknesses were increased quite substantially in both cases. Although liquid mixing ratios were boosted, there was however a substantial reduction of ice mixing ratios in the upper troposphere owing to the increase in snow production aloft. These results are detailed in the subsequent parts of this study
U-Control Chart Based Differential Evolution Clustering for Determining the Number of Cluster in k-Means
The automatic clustering differential evolution (ACDE) is one of the clustering methods that are able to determine the cluster number automatically. However, ACDE still makes use of the manual strategy to determine k activation threshold thereby affecting its performance. In this study, the ACDE problem will be ameliorated using the u-control chart (UCC) then the cluster number generated from ACDE will be fed to k-means. The performance of the proposed method was tested using six public datasets from the UCI repository about academic efficiency (AE) and evaluated with Davies Bouldin Index (DBI) and Cosine Similarity (CS) measure. The results show that the proposed method yields excellent performance compared to prior researches
Gestational age at delivery and special educational need: retrospective cohort study of 407,503 schoolchildren
<STRONG>Background</STRONG> Previous studies have demonstrated an association between preterm delivery and increased risk of special educational need (SEN). The aim of our study was to examine the risk of SEN across the full range of gestation. <STRONG>Methods and Findings</STRONG>
We conducted a population-based, retrospective study by linking school census data on the 407,503 eligible school-aged children resident in 19 Scottish Local Authority areas (total population 3.8 million) to their routine birth data. SEN was recorded in 17,784 (4.9%) children; 1,565 (8.4%) of those born preterm and 16,219 (4.7%) of those born at term. The risk of SEN increased across the whole range of gestation from 40 to 24 wk: 37–39 wk adjusted odds ratio (OR) 1.16, 95% confidence interval (CI) 1.12–1.20; 33–36 wk adjusted OR 1.53, 95% CI 1.43–1.63; 28–32 wk adjusted OR 2.66, 95% CI 2.38–2.97; 24–27 wk adjusted OR 6.92, 95% CI 5.58–8.58. There was no interaction between elective versus spontaneous delivery. Overall, gestation at delivery accounted for 10% of the adjusted population attributable fraction of SEN. Because of their high frequency, early term deliveries (37–39 wk) accounted for 5.5% of cases of SEN compared with preterm deliveries (<37 wk), which accounted for only 3.6% of cases. <STRONG>Conclusions</STRONG> Gestation at delivery had a strong, dose-dependent relationship with SEN that was apparent across the whole range of gestation. Because early term delivery is more common than preterm delivery, the former accounts for a higher percentage of SEN cases. Our findings have important implications for clinical practice in relation to the timing of elective delivery
An Efficient Approach to Obtaining Large Numbers of Distant Supernova Host Galaxy Redshifts
We use the wide-field capabilities of the 2dF fibre positioner and the
AAOmega spectrograph on the Anglo-Australian Telescope (AAT) to obtain
redshifts of galaxies that hosted supernovae during the first three years of
the Supernova Legacy Survey (SNLS). With exposure times ranging from 10 to 60
ksec per galaxy, we were able to obtain redshifts for 400 host galaxies in two
SNLS fields, thereby substantially increasing the total number of SNLS
supernovae with host galaxy redshifts. The median redshift of the galaxies in
our sample that hosted photometrically classified Type Ia supernovae (SNe Ia)
is 0.77, which is 25% higher than the median redshift of spectroscopically
confirmed SNe Ia in the three-year sample of the SNLS. Our results demonstrate
that one can use wide-field fibre-fed multi-object spectrographs on 4m
telescopes to efficiently obtain redshifts for large numbers of supernova host
galaxies over the large areas of sky that will be covered by future
high-redshift supernova surveys, such as the Dark Energy Survey.Comment: 22 pages, 4 figures, accepted for publication in PAS
Photospheric phosphorus in the FUSE spectra of GD71 and two similar DA white dwarfs
We report the detection, from FUSE data, of phosphorus in the atmospheres of
GD71 and two similar DA white dwarfs. This is the first detection of a trace
metal in the photosphere of the spectrophotometric standard star GD71.
Collectively, these objects represent the coolest DA white dwarfs in which
photospheric phosphorus has been observed. We use a grid of homogeneous non-LTE
synthetic spectra to measure abundances of[P/H]=-8.57 +0.09 -0.13, -8.70 +0.23
-0.37 and -8.36 +0.14 -0.19 in GD71, RE J1918+595 and RE J0605-482
respectively. At the observed level we find phosphorus has no significant
impact on the overall energy distribution of GD71. We explore possible
mechanisms responsible for the presence of this element in these stars,
concluding that the most likely is an interplay between radiative levitation
and gravitational settling but possibly modified by weak mass loss.Comment: Accepted for publication in MNRAS Letter
CryoSIM: super-resolution 3D structured illumination cryogenic fluorescence microscopy for correlated ultrastructural imaging
Rapid cryopreservation of biological specimens is the gold standard for visualizing cellular structures in their true structural context. However, current commercial cryo-fluorescence microscopes are limited to low resolutions. To fill this gap, we have developed cryoSIM, a microscope for 3D super-resolution fluorescence cryo-imaging for correlation with cryo-electron microscopy or cryo-soft X-ray tomography. We provide the full instructions for replicating the instrument mostly from off-the-shelf components and accessible, user-friendly, open-source Python control software. Therefore, cryoSIM democratizes the ability to detect molecules using super-resolution fluorescence imaging of cryopreserved specimens for correlation with their cellular ultrastructure.Funding: Wellcome Trust (091911/Z/11/Z, 096144/Z/11/Z, 105605/Z/14/Z, 107457/Z/15/Z, 203141/Z/16/Z, 209412/Z/17/Z); H2020Marie Skłodowska-Curie Actions (700184)
A new detailed examination of white dwarfs in NGC3532 and NGC2287
We present the results of a photometric and spectroscopic study of the white
dwarf candidate members of the intermediate age open clusters NGC3532 and
NGC2287. Of the nine objects investigated, it is determined that six are
probable members of the clusters, four in NGC3532 and two in NGC2287. For these
six white dwarfs we use our estimates of their cooling times together with the
cluster ages to constrain the lifetimes and masses of their progenitor stars.
We examine the location of these objects in initial mass-final mass space and
find that they now provide no evidence for substantial scatter in initial
mass-final mass relation as suggested by previous investigations. Instead, we
demonstrate that, when combined with current data from other solar metalicity
open clusters and the Sirius binary system, they hint at an IFMR that is
steeper in the initial mass range 3M\simlessM\simless4M than at progenitor masses immediately lower and
higher than this. This form is generally consistent with the predictions of
stellar evolutionary models and can aid population synthesis models in
reproducing the relatively sharp drop observed at the high mass end of the main
peak in the mass distribution of white dwarfs.Comment: accepted for publication in MNRA
A survey for low luminosity quasars at redshift z~5
We present the results of a multi-colour (VIZ) survey for low luminosity
(M_B<-23.5) quasars with z~5 using the 12K CCD mosaic camera on CFHT. The
survey covers 1.8deg^2 to a limiting magnitude of m_z=22.5(Vega), about two
magnitudes fainter than the SDSS quasar survey. 20 candidates were selected by
their VIZ colours and spectra for 15 of these were obtained with GMOS on the
Gemini North telescope. A single quasar with z=4.99 was recovered, the
remaining candidates are all M stars.
The detection of only a single quasar in the redshift range accessible to the
survey (4.8<5.2) is indicative of a possible turn over in the luminosity
function at faint quasar magnitudes, and a departure from the form observed at
higher luminosities (in agreement with quasar lensing observations by Richards
etal (2003)). However, the derived space densitys, of quasars more luminous
than M_B(Vega)<-23.5, of 2.96x10^-7 Mpc^-3 is consistent at the 65% confidence
level with extrapolation of the quasar luminosity function as derived by Fan
etal (2001a) at m_i<19.6(Vega).Comment: 8 Pages, 8 Figures, accepted for publication in MNRA
The ALMA detection of CO rotational line emission in AGB stars in the Large Magellanic Cloud
Context. Low- and intermediate-mass stars lose most of their stellar mass at the end of their lives on the asymptotic giant branch (AGB). Determining gas and dust mass-loss rates (MLRs) is important in quantifying the contribution of evolved stars to the enrichment of the interstellar medium.
Aims: This study attempts to spectrally resolve CO thermal line emission in a small sample of AGB stars in the Large Magellanic Cloud (LMC).
Methods: The Atacama Large Millimeter Array was used to observe two OH/IR stars and four carbon stars in the LMC in the CO J = 2-1 line.
Results: We present the first measurement of expansion velocities in extragalactic carbon stars. All four C stars are detected and wind expansion velocities and stellar velocities are directly measured. Mass-loss rates are derived from modelling the spectral energy distribution and Spitzer/IRS spectrum with the DUSTY code. The derived gas-to-dust ratios allow the predicted velocities to agree with the observed gas-to-dust ratios. The expansion velocities and MLRs are compared to a Galactic sample of well-studied relatively low MLRs stars supplemented with extreme C stars with properties that are more similar to the LMC targets. Gas MLRs derived from a simple formula are significantly smaller than those derived from dust modelling, indicating an order of magnitude underestimate of the estimated CO abundance, time-variable mass loss, or that the CO intensities in LMC stars are lower than predicted by the formula derived for Galactic objects. This could be related to a stronger interstellar radiation field in the LMC.
Conclusions: Although the LMC sample is small and the comparison to Galactic stars is non-trivial because of uncertainties in their distances (hence luminosities), it appears that for C stars the wind expansion velocities in the LMC are lower than in the solar neighbourhood, while the MLRs appear to be similar. This is in agreement with dynamical dust-driven wind models
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