244 research outputs found
Speaker-wire vortices in stratified anabatic Prandtl slope flows and their secondary instabilities
Stationary longitudinal vortical rolls emerge in katabatic and anabatic
Prandtl slope flows due to the dominance of the normal component of the
buoyancy force over flow shear. Here, we further identify self pairing of these
longitudinal rolls as a unique flow structure. The topology of the
counter-rotating vortex pair bears a striking resemblance to speaker-wires and
their interaction with each other is a precursor to further destabilization and
breakdown of the flow field into smaller structures. On its own, a speaker-wire
vortex retains its unique topology without any vortex reconnection or breakup.
For a fixed slope angle and at a constant Prandtl number, we
analyse the saturated state of speaker-wire vortices and perform a bi-global
linear stability analysis based on their stationary state. We establish the
existence of both fundamental and subharmonic secondary instabilities depending
on the circulation and transverse wavelength of the base state of speaker-wire
vortices. The dominance of subharmonic modes relative to the fundamental mode
helps explain the relative stability of a single vortex pair compared to the
vortex dynamics in presence of two or an even number of pairs.These instability
modes are essential for the bending and merging of multiple speaker-wire
vortices, which break up and lead to more dynamically unstable states,
eventually paving the way for transition towards turbulence. This process is
demonstrated via direct numerical simulations with which we are able to track
the nonlinear temporal evolution of these instabilities
Impact of stratification mechanisms on turbulent characteristics of stable flows over flat surfaces
Flow over a surface can be stratified by imposing a fixed mean vertical
temperature (density) gradient profile throughout or via cooling at the
surface. These two distinct mechanisms can act simultaneously as well to
establish a stable stratification in a flow. Here, we perform a series of
direct numerical simulations of open channel flows to study adaptation of a
neutrally stratified turbulent flow under the combined or independent action of
the aforementioned stratification mechanisms. When both stratification
mechanisms are active, the dimensionless stratification perturbation number
enters the picture as an external flow control parameter, in addition to the
Reynolds, Froude, and Prandtl numbers. Additionally, we force the fully
developed flow with constant mass flow rate. This alternative way of forcing
the flow enables us to keep the bulk Reynolds number constant throughout our
investigation and avoid complications arising from the acceleration of the bulk
flow when a constant pressure gradient approach to drive the flow were to be
adopted instead. We demonstrate that significant deviations from the original
Monin-Obukhov similarity formulation are possible when both stratification
mechanisms are active within an otherwise weakly stable flow with contiguous
turbulence, even when the flux Richardson number is well below 0.2.Independent
of active stratification mechanisms, the degree of deviation from neutral
dimensionless shear as a function of the vertical coordinate emerges as a good
measure for the strength of stable stratification for the six different cases
investigated in this study. An extended version of the Monin-Obukhov similarity
also shows promise.Comment: submitted to the Journal of the Atmospheric Science
Asymmetric nested pitchfork bifurcation in stratified anabatic flows in idealized valleys
We characterize the full structure of steady laminar anabatic flows in a
stably stratified V-shaped valley using a dynamical systems approach. Our
approach is based on the discovery of a quiescent conduction state from which a
unique asymmetric nested pitchfork bifurcation emerges. We characterize the
flow via the stratification perturbation parameter, , which is a measure
of the surface heat flux relative to the strength of the background stable
stratification. At very low values, the pure conduction state remains
stable. Beyond a threshold value, it bifurcates into asymmetric and
symmetric circulation patterns, with the critical value for the asymmetric
state being slightly lower than that of the symmetric state. The asymmetric
instability manifests as a perfect mirror image of a clockwise and
counterclockwise circulation in the valley. The symmetric instability gives
rise to an upslope and a downslope convection patterns which are not mirror
images of each other. Linear modal analysis and numerical simulations show that
these two symmetric states are linearly unstable and will transition to the
asymmetric state under the slightest perturbation.Comment: 10 pages, 6 figure
Design and Testing of an Online Fertilizing Amount Detection Device Based on the Moment Balance Principle
Based on the principle of moment balance, this paper designs a fertilizer application amount online detection device, which is mainly composed of two major parts: the fertilizer guide mechanism and the fertilizer metering and discharging mechanism.Under the electromagnetic reversing and buffering of the fertilizer guide mechanism, the fertilizer discharged into the device falls alternately into the storage box of the two metering units of the metering and discharging mechanism. Once the gravity of the fertilizer in the storage box is greater than the suction of the electromagnetic sucker, the fertilizer discharging board is automatically opened for fertilizer discharge, and the metering pulse signal is accumulated once. Meanwhile, the fertilizer guide plate is driven by the electromagnetic commutator to reverse the material, and then another storage box is started for fertilizer storage and metering. In this approach, online detection of fertilizer flow can be realized by repeatedly guiding and reversing and metering the incoming fertilizer. According to the single metering fertilizer quality and the number of metering pulse signals, the fertilization amount can be calculated in real-time.The performance of the device was verified by bench test. The test results indicated that: The established fertilizer application detection model is a quadratic function (R2>0.98), and the verification error was less than 3.73% in the detection of alternating cycle fertilizer discharge; the coefficient of determination (R2) and the root mean square error (RMSE) reached 0.992 and 9.858 respectively, indicating high detection accuracy of the device is
DCQA: Document-Level Chart Question Answering towards Complex Reasoning and Common-Sense Understanding
Visually-situated languages such as charts and plots are omnipresent in
real-world documents. These graphical depictions are human-readable and are
often analyzed in visually-rich documents to address a variety of questions
that necessitate complex reasoning and common-sense responses. Despite the
growing number of datasets that aim to answer questions over charts, most only
address this task in isolation, without considering the broader context of
document-level question answering. Moreover, such datasets lack adequate
common-sense reasoning information in their questions. In this work, we
introduce a novel task named document-level chart question answering (DCQA).
The goal of this task is to conduct document-level question answering,
extracting charts or plots in the document via document layout analysis (DLA)
first and subsequently performing chart question answering (CQA). The newly
developed benchmark dataset comprises 50,010 synthetic documents integrating
charts in a wide range of styles (6 styles in contrast to 3 for PlotQA and
ChartQA) and includes 699,051 questions that demand a high degree of reasoning
ability and common-sense understanding. Besides, we present the development of
a potent question-answer generation engine that employs table data, a rich
color set, and basic question templates to produce a vast array of reasoning
question-answer pairs automatically. Based on DCQA, we devise an OCR-free
transformer for document-level chart-oriented understanding, capable of DLA and
answering complex reasoning and common-sense questions over charts in an
OCR-free manner. Our DCQA dataset is expected to foster research on
understanding visualizations in documents, especially for scenarios that
require complex reasoning for charts in the visually-rich document. We
implement and evaluate a set of baselines, and our proposed method achieves
comparable results
The changes of CD4+CD25+/CD4+ proportion in spleen of tumor-bearing BALB/c mice
CD4+CD25+ regulatory T lymphocytes (T(R)) constitute 5–10% of peripheral CD4+ T cells in naive mice and humans, and play an important role in controlling immune responses. Accumulating evidences show that T(R )cells are involved in some physiological processes and pathologic conditions such as autoimmune diseases, transplantation tolerance and cancer, and might be a promising therapeutic target for these diseases. To evaluate the change of CD4+CD25+ T(R )cells in mouse tumor models, CD4+CD25+ subset in peripheral blood and spleen lymphocytes from normal or C26 colon-carcinoma-bearing BABL/c mice were analyzed by flow cytometry using double staining with CD4 and CD25 antibodies. The proportion of CD4+CD25+/CD4+ in spleen lymphocytes was found to be higher than that in peripheral blood lymphocytes in normal mice. No difference was observed in the proportion in peripheral blood lymphocytes between tumor bearing mice and normal mice, while there was a significant increase in the proportion in spleen lymphocytes in tumor bearing mice as compared with normal mice. Moreover, the proportion increased in accordance with the increase in the tumor sizes. The increase in the proportion was due to the decrease in CD4+ in lymphocytes, which is resulted from decreased CD4+CD25- subset in lymphocytes. Our observation suggests the CD4+CD25+/CD4+ proportion in spleen lymphocytes might be a sensitive index to evaluate the T(R )in tumor mouse models, and our results provide some information on strategies of antitumor immunotherapy targeting CD4+CD25+ regulatory T lymphocytes
The effect of experimental warming on leaf functional traits, leaf structure and leaf biochemistry in Arabidopsis thaliana
<p>Abstract</p> <p>Background</p> <p>The leaf is an important plant organ, and how it will respond to future global warming is a question that remains unanswered. The effects of experimental warming on leaf photosynthesis and respiration acclimation has been well studied so far, but relatively little information exists on the structural and biochemical responses to warming. However, such information is very important to better understand the plant responses to global warming. Therefore, we grew <it>Arabidopsis thaliana </it>at the three day/night temperatures of 23/18°C (ambient temperature), 25.5/20.5°C (elevated by 2.5°C) and 28/23°C (elevated by 5°C) to simulate the middle and the upper projected warming expected within the 21st century for this purpose.</p> <p>Results</p> <p>The 28/23°C treatment significantly reduced the life span, total biomass and total weight of seeds compared with the other two temperatures. Among the three temperature regimes, the concentrations of starch, chlorophyll, and proline were the lowest at 28/23°C, whereas the total weight of seeds, concentrations of chlorophyll and proline, stomatal density (SD), stomatal conductance (g<sub>s</sub>), net CO<sub>2 </sub>assimilation rate (A) and transpiration rate (E) were the highest at 25.5/20.5°C. Furthermore, the number of chloroplasts per cell and mitochondrial size were highest at 25.5/20.5°C and lowest at 28/23°C.</p> <p>Conclusions</p> <p>The conditions whereby the temperature was increased by 2.5°C were advantageous for <it>Arabidopsis</it>. However, a rise of 5°C produced negative effects, suggesting that lower levels of warming may benefit plants, especially those which belong to the same functional group as <it>Arabidopsis</it>, whereas higher levels of warming may produce negative affects. In addition, the increase in A under moderately warm conditions may be attributed to the increase in SD, chlorophyll content, and number of chloroplasts. Furthermore, starch accumulation in chloroplasts may be the main factor influencing chloroplast ultrastructure, and elevated temperature regulates plant respiration by probably affecting mitochondrial size. Finally, high SOD and CAT activities may enable plants grown at elevated temperatures to exhibit relatively high tolerance to temperature stress, thus alleviating the harmful effects of superoxide anion radicals and hydrogen peroxide.</p
Effects of Chinese Formula Jueyin Granules on Psoriasis in an Animal Model
Although Traditional Chinese medicine (TCM) is known to be effective for psoriasis patients, the responsible mechanisms still remain poorly understood. In this study, we aimed to evaluate the effect of one formula, named Jueyin granules (JYG) in the mouse model of the vaginal epithelium and tail epidermis. Additionally, we also determined the anti-inflammatory effects of JYG in an imiquimod- (IMQ-) induced psoriasis-like skin mouse model. Our results show that JYG can attenuate the IMQ-induced psoriasis-like inflammation, accompanied with increased epidermal hyperplasia. We also measured estrogenic stage mitosis of vaginal epithelial cells and the formation of granular cell layers in male mouse tails per 100 scales, as well as the tissue nitric oxide (NO) and malondialdehyde (MDA) levels using the ELISA method. The results suggest that JYG significantly inhibited mitosis in mouse vaginal epithelial cells, promoted the formation of the squamous epidermal granular layer in mice tails, and reduced the levels of NO and MDA in an imiquimod-induced psoriasis-like skin mouse model after 14 d (P<0.05). These results demonstrate that JYG might be an effective clinical treatment for psoriasis and the effects may be related to inhibited keratinocytes proliferation, improved parakeratotic epidermal cells, and reduced expression of NO and MDA
A novel index for the study of synergistic effects during the co-processing of coal and biomass
In this study, synergistic interaction between coal and biomass and its intensity were investigated systematically using a low rank coal and its blends with different biomass samples at various blending ratios. The catalytic effects of minerals originated from biomass were also studied. It was found that some of the minerals existing in the ash derived from oat straw catalysed the combustions process and contributed to synergistic interactions. However, for the coal and rice husk blends, minimal improvements were recorded even when the biomass and coal blending ratio was as high as 30 wt%. Biomass volatile also influenced the overall combustion performance of the blends and contributed to synergistic interactions between the two fuels in the blends. Based on these findings, a novel index was formulated to quantify the degree of synergistic interactions. This index was also validated using data extracted from literature and showed satisfactory correlation coefficients. It was found that at a blending ratio of 30 wt% oat straw in the blend, the degree of synergistic interaction between coal and oat straw showed an additional SF value of 0.25 with non-catalytic and catalytic synergistic effect contributing 0.16 (64%) and 0.09 (36%) respectively. This index could be used in the selection of proper biomass and proper blending ratio for co-firing at coal-fired power stations aiming at improving the combustion performance of poor quality coals via enhancing synergistic interactions during co-processing
- …