848 research outputs found
4,4′-[Piperazine-1,4-diylbis(propylenenitrilomethylidyne)]diphenol
In the title molecule, C24H32N4O2, the piperazine ring adopts a chair conformation and the dihedral angle between the two benzene rings is 35.4 (1)°. In the crystal structure, intermolecular O—H⋯N hydrogen bonds link molecules into chains along [001]
Dynamic Matching Algorithm of Human Resource Allocation Based on Big Data Mining
In order to ensure the dynamic matching effect of human resources allocation and improve the accuracy and efficiency of dynamic matching of human resources allocation, a dynamic matching algorithm of human resources allocation based on big data mining is studied. Analyze the meaning and function of big data mining, and explain the common analysis principles of big data mining. The information entropy is selected as the basis for measuring human resource allocation, the human resource allocation is extracted, and the similarity of human resource allocation is calculated using the Huasdorff similarity method based on time interpolation. According to the Apriori algorithm and FP-Growth classification algorithm, the human resource allocation is classified and mined, and the K-Means clustering algorithm is used to realize the dynamic matching of human resource allocation. The experimental results show that the proposed algorithm has better dynamic matching effect of human resources allocation, and can effectively improve the accuracy and efficiency of dynamic matching of human resources allocation
Energy efficiency and environmental degradation nexus: evidence from the Quantile-on-Quantile regression technique
The world is facing enormous challenge of climate change and
global warming due to increased emission level. In order to overcome
such challenges, economies are adopting energy efficient
techniques to control the carbon emissions and improves environmental
sustainability. This study analyses the influencing factors
of environmental quality from a global perspective throughout
the last three decades. In this regard, advanced time series
approaches are used to identify the association between factors
such as economic growth, energy efficiency (E.N.E.F.), and carbon
emissions – covering global data over the period 1990Q4–2020Q4.
From the time series methods, this study observed the stationarity
of all variables at first difference. The empirical outcomes also
validates the long-run equilibrium relationship between the variables.
Due to asymmetric distribution of the variables, this study
uses the novel Quantile-on-Quantile (Q.Q.) regression approach,
which reveals that increasing economic growth harms environmental
quality by increasing the carbon emissions level. However,
E.N.E.F. is a prominent factor of environmental sustainability, that
reduces the level of carbon emissions in the atmosphere.
Employing the pairwise Granger causality test, this study observed
the unidirectional causality from economic growth to carbon
emissions, while a two-way causal nexus is found between economic
growth – E.N.E.F. and E.N.E.F. – carbon emissions. Based on
the empirical results, this study suggests that economic growth
should be regulated in a sense that it contribute towards the
improvement of E.N.E.F., which ultimately leads to reduce the
emissions level and promote environmental sustainability
Greater Bud Outgrowth of Bromus inermis than Pascopyrum smithii Under Multiple Environmental Conditions
Tiller recruitment of perennial grasses in mixed-grass prairie primarily occurs from belowground buds. Environmental conditions, such as temperature, soil moisture and grazing can affect bud outgrowth of both invasive and native perennial grasses. Differential bud outgrowth responses of native and invasive species to climate change and grazing could alter competitive interactions that have implications for future land management. The aims of this work were to (i) compare how spring temperature altered bud outgrowth of native Pascopyrum smithii (Rydb.) Á. Löve (western wheatgrass) and introduced Bromus inermis Leyss.(smooth brome), (ii) compare how watering frequency altered bud outgrowth of these two species and (iii) evaluate how clipping interacts with spring temperature or watering frequency to affect P. smithii bud outgrowth
Curvature regularization for Non-line-of-sight Imaging from Under-sampled Data
Non-line-of-sight (NLOS) imaging aims to reconstruct the three-dimensional
hidden scenes from the data measured in the line-of-sight, which uses photon
time-of-flight information encoded in light after multiple diffuse reflections.
The under-sampled scanning data can facilitate fast imaging. However, the
resulting reconstruction problem becomes a serious ill-posed inverse problem,
the solution of which is of high possibility to be degraded due to noises and
distortions. In this paper, we propose two novel NLOS reconstruction models
based on curvature regularization, i.e., the object-domain curvature
regularization model and the dual (i.e., signal and object)-domain curvature
regularization model. Fast numerical optimization algorithms are developed
relying on the alternating direction method of multipliers (ADMM) with the
backtracking stepsize rule, which are further accelerated by GPU
implementation. We evaluate the proposed algorithms on both synthetic and real
datasets, which achieve state-of-the-art performance, especially in the
compressed sensing setting. All our codes and data are available at
https://github.com/Duanlab123/CurvNLOS
The impact of an abandoned mercury mine on the environment in the Xiushan region, Chongqing, southwestern China
Mercury contamination is a serious problem in the Hg mining area of Xiushan County, Chongqing, southwestern China. The concentrations of total mercury (THg) and methylmercury (MeHg) in paddy soil, surface water, and rice (grain) samples were determined to investigate the regional distribution of Hg contamination. Simultaneously, gaseous elemental Hg (GEM) in ambient air near the sampling sites was measured. The total Hg concentrations in surface water were highly elevated, ranging from 13 to 2390 ng/L, and the total MeHg concentrations varied between 0.17 and 1.1 ng/L. The dissolved Hg and MeHg concentrations in surface water ranged from 4.7 to 470 ng/L and 0.14–0.35 ng/L, respectively. High THg and MeHg concentrations were also obtained in paddy soils from mining areas, ranging from 0.45 to 68 μg/g and 0.13–4.8 ng/g, respectively. Similar to the high concentrations in water and soil, the THg concentration in rice (grain) ranged from 4.7 to 550 ng/g and MeHg from 2.9 to 26 ng/g. Elevated Hg concentrations in rice, as a staple food of local residents, confirmed that rice consumption could be a vital pathway for MeHg exposure to native people. Humic acid and fulvic acid had significant correlations with soil MeHg, implying that they have important roles that influence MeHg production in soil. The spatial distribution characteristics of Hg and MeHg pollution in the local environment indicated their origins from historic Hg mining sites in the Xiushan area.acceptedVersio
The impact of an abandoned mercury mine on the environment in the Xiushan region, Chongqing, southwestern China
Mercury contamination is a serious problem in the Hg mining area of Xiushan County, Chongqing, southwestern China. The concentrations of total mercury (THg) and methylmercury (MeHg) in paddy soil, surface water, and rice (grain) samples were determined to investigate the regional distribution of Hg contamination. Simultaneously, gaseous elemental Hg (GEM) in ambient air near the sampling sites was measured. The total Hg concentrations in surface water were highly elevated, ranging from 13 to 2390 ng/L, and the total MeHg concentrations varied between 0.17 and 1.1 ng/L. The dissolved Hg and MeHg concentrations in surface water ranged from 4.7 to 470 ng/L and 0.14–0.35 ng/L, respectively. High THg and MeHg concentrations were also obtained in paddy soils from mining areas, ranging from 0.45 to 68 μg/g and 0.13–4.8 ng/g, respectively. Similar to the high concentrations in water and soil, the THg concentration in rice (grain) ranged from 4.7 to 550 ng/g and MeHg from 2.9 to 26 ng/g. Elevated Hg concentrations in rice, as a staple food of local residents, confirmed that rice consumption could be a vital pathway for MeHg exposure to native people. Humic acid and fulvic acid had significant correlations with soil MeHg, implying that they have important roles that influence MeHg production in soil. The spatial distribution characteristics of Hg and MeHg pollution in the local environment indicated their origins from historic Hg mining sites in the Xiushan area.acceptedVersio
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