349 research outputs found
The limits and basis of logical tolerance: Carnap’s combination of Russell and Wittgenstein
<p><i>Notes</i>: All data series were filtered by 40-yr Butterworth low-pass filter prior to statistical analysis. Differencing:</p>△<p>no difference,</p>α<p>1<sup>st</sup>difference. Significance (2-tailed):</p>∧<p>p<0.1,</p><p>*p<0.05,</p><p>**p<0.01,</p><p>***p<0.001.</p
Temperature and precipitation effects on agrarian economy in late imperial China
Climate change has been statistically proven to substantially influence the economy of early modern
Europe, particularly in the long term. However, a detailed analysis of climate change and the economy
of historical China remains lacking, particularly from a large-scale and quantitative perspective. This
study quantitatively analyzes the relationship between climate change and the economy in late
imperial China (AD1600–1840) at the national level. This study also compares the findings on the
relationship between climate change and the economy in late imperial China with those in early
modern Europe. Results of multivariate regression and Granger causality analyses indicate that (1)
climate change induces economic fluctuations in late imperial China, particularly in the long term; (2)
given that the economic center is located in South China during the study period, temperature has a
greater influence on the economy than precipitation; (3) the population of China is statistically proven
to primarily act as consumers in the long term; and (4) given the long-term role of the Chinese
population, the economic vulnerability in late imperial China under climate change is further
increased and is higher than that in early modern Europe, whose population mainly acts as producers
in the long term. In conclusion, the late imperial Chinese society has a high economic vulnerability to
climate change. These findings revisit Malthusian theory and ‘Great Divergence’ theory by including
the perspective of economic vulnerability under climate change during the study period. The role of
the population must be investigated further to address the socioeconomic vulnerabilities under
climate change
Mode-division-multiplexing of multiple Bessel-Gaussian beams carrying orbital-angular-momentum for obstruction-tolerant free-space optical and millimetre-wave communication links
We experimentally investigate the potential of using ‘self-healing’ Bessel-Gaussian beams carrying orbital-angular-momentum to overcome limitations in obstructed free-space optical and 28-GHz millimetre-wave communication links. We multiplex and transmit two beams (l = +1 and +3) over 1.4 metres in both the optical and millimetre-wave domains. Each optical beam carried 50-Gbaud quadrature-phase-shift-keyed data, and each millimetre-wave beam carried 1-Gbaud 16-quadrature-amplitude-modulated data. In both types of links, opaque disks of different sizes are used to obstruct the beams at different transverse positions. We observe self-healing after the obstructions, and assess crosstalk and power penalty when data is transmitted. Moreover, we show that Bessel-Gaussian orbital-angular-momentum beams are more tolerant to obstructions than non-Bessel orbital-angular-momentum beams. For example, when obstructions that are 1 and 0.44 the size of the l = +1 beam, are placed at beam centre, optical and millimetre-wave Bessel-Gaussian beams show ~6 dB and ~8 dB reduction in crosstalk, respectively
Fermi Surface and Band Renormalization in (Sr,K)FeAs Superconductor from Angle-Resolved Photoemission Spectroscopy
High resolution angle-resolved photoemission measurements have been carried
out on (Sr,K)FeAs superconductor (Tc=21 K). Three hole-like Fermi
surface sheets are clearly resolved for the first time around the Gamma point.
The overall electronic structure shows significant difference from the band
structure calculations. Qualitative agreement between the measured and
calculated band structure is realized by assuming a chemical potential shift of
-0.2 eV. The obvious band renormalization suggests the importance of electron
correlation in understanding the electronic structure of the Fe-based
compounds.Comment: 4 pages, 4 figure
PGformer: Proxy-Bridged Game Transformer for Multi-Person Extremely Interactive Motion Prediction
Multi-person motion prediction is a challenging task, especially for
real-world scenarios of densely interacted persons. Most previous works have
been devoted to studying the case of weak interactions (e.g., hand-shaking),
which typically forecast each human pose in isolation. In this paper, we focus
on motion prediction for multiple persons with extreme collaborations and
attempt to explore the relationships between the highly interactive persons'
motion trajectories. Specifically, a novel cross-query attention (XQA) module
is proposed to bilaterally learn the cross-dependencies between the two pose
sequences tailored for this situation. Additionally, we introduce and build a
proxy entity to bridge the involved persons, which cooperates with our proposed
XQA module and subtly controls the bidirectional information flows, acting as a
motion intermediary. We then adapt these designs to a Transformer-based
architecture and devise a simple yet effective end-to-end framework called
proxy-bridged game Transformer (PGformer) for multi-person interactive motion
prediction. The effectiveness of our method has been evaluated on the
challenging ExPI dataset, which involves highly interactive actions. We show
that our PGformer consistently outperforms the state-of-the-art methods in both
short- and long-term predictions by a large margin. Besides, our approach can
also be compatible with the weakly interacted CMU-Mocap and MuPoTS-3D datasets
and achieve encouraging results. Our code will become publicly available upon
acceptance
Use of the parabiotic model in studies of cutaneous wound healing to define the participation of circulating cells
Previous experimental studies to assess the contribution of blood-borne circulating (BBC) cells to cutaneous wound healing have relied on discontinuous pulsing of labeled BBC elements or bone marrow transplant protocols. Such approaches do not allow the examination of stable BBC cells that have matured in a physiologically normal host. We have used a parabiotic murine model for cutaneous wound healing to evaluate the relative contribution of stable populations of peripheral blood cells expressing the green fluorescent protein (GFP) transgene in otherwise normal animals. Circulating cells (mature and immature) expressing the GFP transgene were easily detected and quantified in wounds of GFP− parabiotic twins during all evaluated stages of the healing response. Using multiple antibody probes, the relative contribution of various subsets of BBC cells could be comparatively assessed. In early wounds, some cells expressing mesenchymal epitopes were documented to be of hematopoietic origin, indicating the utility of this model in assessing cell plasticity in the context of tissue regeneration and repair. Application of this approach enables further investigation into the contribution of peripheral blood in normal and abnormal healing responses.National Institutes of Health (U.S.) (NIH 5 T32 HL007627- 22 Physician-Scientist Training Grant)National Institutes of Health (U.S.) (NIH/NIDDK (5 P30 DK36836-20))Brigham and Women’s Hospital (Program in Dermatopathology core grant (SDRC))National Institutes of Health. (U.S.). Department of Health and Human Services (Brigham and Women’s Hospital’s Program in Dermatopathology core grant (SPORE)
Prevalence and Distribution of Listeria monocytogenes in Three Commercial Tree Fruit Packinghouses
A 2-year longitudinal study of three tree fruit packinghouses was conducted to determine the prevalence and distribution of Listeria monocytogenes. Samples were collected from 40 standardized non-food-contact surface locations six different times over two 11-month production seasons. Of the 1,437 samples collected, the overall prevalence of L. monocytogenes over the course of the study was 17.5%. Overall prevalence did not differ significantly (p > 0.05) between each year. However, values varied significantly (p ≤ 0.05) within each production season following packing activity levels; increasing in the fall, peaking in early winter, and then decreasing through spring. L. monocytogenes was most often found in the packing line areas, where moisture and fruit debris were commonly observed and less often in dry cold storage and packaging areas. Persistent contamination was attributed to the inability of water drainage systems to prevent moisture accumulation on floors and equipment during peak production times and uncontrolled employee and equipment traffic throughout the facility. This is the first multiyear longitudinal surveillance study to compare L. monocytogenes prevalence at standardized sample sites common to multiple tree fruit packinghouses. Recommendations based on our results will help packinghouse operators to identify critical areas for inclusion in their L. monocytogenes environmental monitoring programs
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