336 research outputs found
Continuing the Tradition: Employing Tested and Emerging Economic Tools in Framing Sustainability Challenges for a Global Economy
Economists have been successful in bringing their definitional and analytical tools to many of the problems that have confronted society over the past century and more, from Smith’s explanation of how nations produce wealth to Arrow’s explanation of the impossibility of social choice and Keynes’ general theory of money and interest. With the issue of sustainability, we draw on economic agents’ attempts at rational choice under uncertainty to understand the opportunities and challenges. We argue that employing system dynamic modeling approach to the problem could offer careful assessment of the soundness of sustainability strategies.Sustainability, Adaptive Management, System Dynamic Modeling, Research Methods/ Statistical Methods,
Emergent Organizational Networks: The Case of Food Hub Managers’ Advice Network
The literature on food hubs reveals networks play a critical role in food hub practitioners’ ability to gather information useful for their enterprises. However, there is a lack of knowledge on how the practitioners choose from whom to get information or advice. This study examines the role of individual-, tie-, and network characteristics on the likelihood of receiving advice. By collecting data from managers in the U.S. state of Michigan, the study applied the generalized linear mixed-effects regression method. The results show the strength of tie, transitivity, reciprocity, and alter’s area of expertise affect the likelihood of receiving advice
Multi-Messenger Gravitational Wave Searches with Pulsar Timing Arrays: Application to 3C66B Using the NANOGrav 11-year Data Set
When galaxies merge, the supermassive black holes in their centers may form
binaries and, during the process of merger, emit low-frequency gravitational
radiation in the process. In this paper we consider the galaxy 3C66B, which was
used as the target of the first multi-messenger search for gravitational waves.
Due to the observed periodicities present in the photometric and astrometric
data of the source of the source, it has been theorized to contain a
supermassive black hole binary. Its apparent 1.05-year orbital period would
place the gravitational wave emission directly in the pulsar timing band. Since
the first pulsar timing array study of 3C66B, revised models of the source have
been published, and timing array sensitivities and techniques have improved
dramatically. With these advances, we further constrain the chirp mass of the
potential supermassive black hole binary in 3C66B to less than using data from the NANOGrav 11-year data set. This
upper limit provides a factor of 1.6 improvement over previous limits, and a
factor of 4.3 over the first search done. Nevertheless, the most recent orbital
model for the source is still consistent with our limit from pulsar timing
array data. In addition, we are able to quantify the improvement made by the
inclusion of source properties gleaned from electromagnetic data to `blind'
pulsar timing array searches. With these methods, it is apparent that it is not
necessary to obtain exact a priori knowledge of the period of a binary to gain
meaningful astrophysical inferences.Comment: 14 pages, 6 figures. Accepted by Ap
Non-Parametric Change-Point Method for Differential Gene Expression Detection
We proposed a non-parametric method, named Non-Parametric Change Point
Statistic (NPCPS for short), by using a single equation for detecting
differential gene expression (DGE) in microarray data. NPCPS is based on the
change point theory to provide effective DGE detecting ability.NPCPS used the data distribution of the normal samples as input, and detects
DGE in the cancer samples by locating the change point of gene expression
profile. An estimate of the change point position generated by NPCPS enables
the identification of the samples containing DGE. Monte Carlo simulation and
ROC study were applied to examine the detecting accuracy of NPCPS, and the
experiment on real microarray data of breast cancer was carried out to
compare NPCPS with other methods.Simulation study indicated that NPCPS was more effective for detecting DGE in
cancer subset compared with five parametric methods and one non-parametric
method. When there were more than 8 cancer samples containing DGE, the type
I error of NPCPS was below 0.01. Experiment results showed both good
accuracy and reliability of NPCPS. Out of the 30 top genes ranked by using
NPCPS, 16 genes were reported as relevant to cancer. Correlations between
the detecting result of NPCPS and the compared methods were less than 0.05,
while between the other methods the values were from 0.20 to 0.84. This
indicates that NPCPS is working on different features and thus provides DGE
identification from a distinct perspective comparing with the other mean or
median based methods
Airships: A New Horizon for Science
The "Airships: A New Horizon for Science" study at the Keck Institute for
Space Studies investigated the potential of a variety of airships currently
operable or under development to serve as observatories and science
instrumentation platforms for a range of space, atmospheric, and Earth science.
The participants represent a diverse cross-section of the aerospace sector,
NASA, and academia. Over the last two decades, there has been wide interest in
developing a high altitude, stratospheric lighter-than-air (LTA) airship that
could maneuver and remain in a desired geographic position (i.e.,
"station-keeping") for weeks, months or even years. Our study found
considerable scientific value in both low altitude (< 40 kft) and high altitude
(> 60 kft) airships across a wide spectrum of space, atmospheric, and Earth
science programs. Over the course of the study period, we identified
stratospheric tethered aerostats as a viable alternative to airships where
station-keeping was valued over maneuverability. By opening up the sky and
Earth's stratospheric horizon in affordable ways with long-term flexibility,
airships allow us to push technology and science forward in a project-rich
environment that complements existing space observatories as well as aircraft
and high-altitude balloon missions.Comment: This low resolution version of the report is 8.6 MB. For the high
resolution version see: http://kiss.caltech.edu/study/airship
An unusual pulse shape change event in PSR J1713+0747 observed with the Green Bank Telescope and CHIME
The millisecond pulsar J1713+0747 underwent a sudden and significant pulse
shape change between April 16 and 17, 2021 (MJDs 59320 and 59321).
Subsequently, the pulse shape gradually recovered over the course of several
months. We report the results of continued multi-frequency radio observations
of the pulsar made using the Canadian Hydrogen Intensity Mapping Experiment
(CHIME) and the 100-meter Green Bank Telescope (GBT) in a three-year period
encompassing the shape change event, between February 2020 and February 2023.
As of February 2023, the pulse shape had returned to a state similar to that
seen before the event, but with measurable changes remaining. The amplitude of
the shape change and the accompanying TOA residuals display a strong
non-monotonic dependence on radio frequency, demonstrating that the event is
neither a glitch (the effects of which should be independent of radio
frequency, ) nor a change in dispersion measure (DM) alone (which would
produce a delay proportional to ). However, it does bear some
resemblance to the two previous "chromatic timing events" observed in
J1713+0747 (Demorest et al. 2013; Lam et al. 2016), as well as to a similar
event observed in PSR J1643-1224 in 2015 (Shannon et al. 2016).Comment: 19 pages, 8 figures. Submitted to ApJ. Data available at
https://doi.org/10.5281/zenodo.723645
Diagnosis, Treatment and Follow Up of Acute Pulmonary Embolism: Consensus Practice from the PERT Consortium
Pulmonary embolism (PE) is a life-threatening condition and a leading cause of morbidity and mortality. There have been many advances in the field of PE in the last few years, requiring a careful assessment of their impact on patient care. However, variations in recommendations by different clinical guidelines, as well as lack of robust clinical trials, make clinical decisions challenging. The Pulmonary Embolism Response Team Consortium is an international association created to advance the diagnosis, treatment, and outcomes of patients with PE. In this consensus practice document, we provide a comprehensive review of the diagnosis, treatment, and follow-up of acute PE, including both clinical data and consensus opinion to provide guidance for clinicians caring for these patients
An Unusual Pulse Shape Change Event in PSR J1713+0747 Observed with the Green Bank Telescope and CHIME
The millisecond pulsar J1713+0747 underwent a sudden and significant pulse shape change between 2021 April 16 and 17 (MJDs 59320 and 59321). Subsequently, the pulse shape gradually recovered over the course of several months. We report the results of continued multifrequency radio observations of the pulsar made using the Canadian Hydrogen Intensity Mapping Experiment and the 100 m Green Bank Telescope in a 3 yr period encompassing the shape change event, between 2020 February and 2023 February. As of 2023 February, the pulse shape had returned to a state similar to that seen before the event, but with measurable changes remaining. The amplitude of the shape change and the accompanying time-of-arrival residuals display a strong nonmonotonic dependence on radio frequency, demonstrating that the event is neither a glitch (the effects of which should be independent of radio frequency, ν) nor a change in dispersion measure alone (which would produce a delay proportional to ν−2). However, it does bear some resemblance to the two previous "chromatic timing events" observed in J1713+0747, as well as to a similar event observed in PSR J1643−1224 in 2015
TREASUREHUNT: Transients and Variability Discovered with HST in the JWST North Ecliptic Pole Time-domain Field
The James Webb Space Telescope (JWST) North Ecliptic Pole (NEP) Time-domain Field (TDF) is a >14′ diameter field optimized for multiwavelength time-domain science with JWST. It has been observed across the electromagnetic spectrum both from the ground and from space, including with the Hubble Space Telescope (HST). As part of HST observations over three cycles (the “TREASUREHUNT” program), deep images were obtained with the Wide Field Camera on the Advanced Camera for Surveys in F435W and F606W that cover almost the entire JWST NEP TDF. Many of the individual pointings of these programs partially overlap, allowing an initial assessment of the potential of this field for time-domain science with HST and JWST. The cumulative area of overlapping pointings is ∼88 arcmin2, with time intervals between individual epochs that range between 1 day and 4+ yr. To a depth of m AB ≃ 29.5 mag (F606W), we present the discovery of 12 transients and 190 variable candidates. For the variable candidates, we demonstrate that Gaussian statistics are applicable and estimate that ∼80 are false positives. The majority of the transients will be supernovae, although at least two are likely quasars. Most variable candidates are active galactic nuclei (AGNs), where we find 0.42% of the general z ≲ 6 field galaxy population to vary at the ∼3σ level. Based on a 5 yr time frame, this translates into a random supernova areal density of up to ∼0.07 transients arcmin−2 (∼245 deg−2) per epoch and a variable AGN areal density of ∼1.25 variables arcmin−2 (∼4500 deg−2) to these depths
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