作者机构:
[Zhang, Yang; Zhang, Y] Shanghai Polytech Univ, Sch Econ & Management, Shanghai 201209, Peoples R China.;[Wang, Xuechun] Hubei Univ Technol, Sch Elect & Elect Engn, Wuhan 430068, Peoples R China.;[Wen, Jinghao] Cent China Normal Univ, Sch Comp Sci, Wuhan 430079, Peoples R China.;[Zhu, Xianxun] Shanghai Univ, Sch Commun & Informat Engn, Shanghai 200444, Peoples R China.
通讯机构:
[Zhang, Y ] S;Shanghai Polytech Univ, Sch Econ & Management, Shanghai 201209, Peoples R China.
关键词:
Human presence sensing;Machine learning;Non-contact;Wireless perception
摘要:
In the swiftly evolving landscape of Internet of Things (IoT) technology, the demand for adaptive non-contact sensing has seen a considerable surge. Traditional human perception technologies, such as vision-based approaches, often grapple with problems including lack of sensor versatility and sub-optimal accuracy. To address these issues, this paper introduces a novel, non-contact method for human presence perception, relying on WiFi. This innovative approach involves a sequential process, beginning with the pre-processing of collected Channel State Information (CSI), followed by feature extraction, and finally, classification. By establishing signal models that correspond to varying states, this method enables the accurate perception and recognition of human presence. Remarkably, this technique exhibits a high level of precision, with sensing accuracy reaching up to 99%\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\%$$\end{document}. The potential applications of this approach are extensive, proving to be particularly beneficial in contexts such as smart homes and healthcare, amongst various other everyday scenarios. This underscores the significant role this novel method could play in enhancing the sophistication and effectiveness of human presence detection and recognition systems in the IoT era.
作者机构:
Key Laboratory of Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan 430079, China;College of Urban and Environmental Sciences, Central China Normal University, Wuhan 430079, China;Yichang Three Gorges Dalaoling Nature Reserve Administration, Yichang 443000, China;[Shiguo Lu; Muxing Liu; Jun Yi; Shenglong Li; Yunzhi Xu; Hailin Zhang] Key Laboratory of Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan 430079, China<&wdkj&>College of Urban and Environmental Sciences, Central China Normal University, Wuhan 430079, China;[Feng Ding] College of Urban and Environmental Sciences, Central China Normal University, Wuhan 430079, China<&wdkj&>Yichang Three Gorges Dalaoling Nature Reserve Administration, Yichang 443000, China
通讯机构:
[Muxing Liu] K;Key Laboratory of Geographical Process Analysis & Simulation of Hubei Province, Central China Normal University, Wuhan 430079, China<&wdkj&>College of Urban and Environmental Sciences, Central China Normal University, Wuhan 430079, China
摘要:
Infiltration is the process of water entering into, and routings through, the subsurface. It has a profound impact on hillslope and catchment runoff. However, because of the hidden and complex subsurface structures, our understanding of rainfall-related infiltration and how it partitions along a topographic gradient remains challenging. In this study, we used two years of field observations of volumetric soil moisture at 25 combinations of topographic positions and soil depths along a steep subtropical forested hillslope. The lateral partition patterns of infiltration and its control factors were investigated based on a new index, percentage of soil water storage increment at each site to all hillslope sites during a rainfall event (PWSI). Our results showed that the active soil layer involved in hillslope lateral flow was distributed within the depths of 10–40 cm. In deep soil depths (i.e., 40–80 cm), lateral flow was more evident under wet initial moisture conditions than under dry initial moisture conditions, whereas rainfall characteristics had a relatively weak effect on it. Unexpectedly, we found the variability of infiltration partitioning remained high in the deeper soil layers. Among the soil properties, sand, bulk density, n, KS, and SOM were conducive to infiltration, whereas clay had the opposite effect. The dominant factors controlling the lateral partition patterns of infiltration across soil depths were sand in the depths of 0–10 cm, topographic gradient in depths of 10–40 cm, and n (parameter of soil retention curve) in the depths of 40–80 cm. Findings of this study reveal the infiltration partitioning indices were useful to quantitatively describe the distribution patterns of infiltration after rainfall events at the hillslope, and provide new insights into the detection of hillslope lateral flow, which is valuable for understanding subsurface hydrological processes and improving water resource management in humid mountain ecosystems.
摘要:
Pyroptosis has garnered significant interest due to its involvement in cancer progression and potential to trigger inflammation and host immune responses. While many efforts have been made to induce pyroptosis using chemotherapeutic agents, these approaches often result in off-target effects, drug resistance, and unwanted systemic toxicity. Furthermore, the non-specific activation of pyroptosis could lead to pro-inflammatory death, creating a microenvironment that potentially heightens the chances of cancer proliferation and metastasis. To solve these limitations, photon-evoking pyroptosis engineering has emerged as a promising approach due to its precise spatiotemporal control, non-invasiveness, and reduced side effects. In this context, this work provides an overview of recent advancements in the molecular mechanisms of pyroptosis, and explore various effective strategies associated with different mode of photon-evoked pyroptosis based on the pyroptosis pathway. Thereafter, we put forth our perspectives on the challenges and prospects of utilizing photon-evoked pyroptosis in anticancer therapy.
期刊:
Journal of Environmental Management,2024年351:119729 ISSN:0301-4797
通讯作者:
Yang, S
作者机构:
[Peng, Kaida; Yang, Shao; Yang, Hongyan; Xu, Min; Cheng, Hu; Liu, Yi; Yang, S; Liu, Pan; Liu, Xiaofeng] Cent China Normal Univ, Sch Life Sci, Wuhan 430079, Peoples R China.
通讯机构:
[Yang, S ] C;Cent China Normal Univ, Sch Life Sci, Wuhan 430079, Peoples R China.
关键词:
Anthropogenic activities;Bloom-forming cyanobacterial genera;Climate change;Driving factors;Sedimentary ancient DNA;Thresholds
摘要:
Cyanobacterial blooms pose a global environmental concern, with various genera contributing to their formation. The harmfulness of cyanobacterial blooms varies depending on the specific genus, yet the factors triggering their formation remain incompletely understood. This study conducted qPCR of sediment DNA in Lake Erhai to reconstruct the historical succession of three common bloom-forming cyanobacterial genera (i.e., Microcystis, Dolichospermum, and Aphanizomenon). The driving factors and their corresponding thresholds were identified, and human activities related to driving factors were evaluated. The results revealed two successions in the past century. The first succession transitioned from Aphanizomenon (1902-1978) to Microcystis and Dolichospermum (1978-1999), driven by TN:TP and TP. The second succession shifted from Microcystis and Dolichospermum (1978-1999) to Microcystis (1999-2010), driven by TP, TN:TP, and temperature. The thresholds of TP and TN:TP for the Microcystis bloom were 0.023mg/L and 17, respectively. TN:TP was significantly influenced by domestic pollution and crop farming in both successions, while TP was significantly impacted by domestic pollution in the first succession and by pollution from crop and dairy farming in the second succession. These results shed light on the underlying mechanism responsible for the blooms of various cyanobacterial genera and could serve as a valuable reference for effectively preventing and controlling nutrient input in the watershed.
摘要:
In this paper, we suggest an empirical likelihood -based test for the autoregressive coefficient of an integer -valued AR(1) model, i.e., INAR(1). We derive the limit distributions of the resulting test statistic under both null and alternative hypotheses. It turns out that regardless of whether the INAR process is stable or unstable, the statistic is always chi -squared distributed asymptotically under the null hypothesis, and as a result, it can offer unified inferences for the autoregressive coefficient. The performance of its finite sample is also demonstrated using simulations and an empirical example.
摘要:
Interictal epileptiform discharges (IED) as large intermittent electrophysiological events are associated with various severe brain disorders. Automated IED detection has long been a challenging task, and mainstream methods largely focus on singling out IEDs from backgrounds from the perspective of waveform, leaving normal sharp transients/artifacts with similar waveforms almost unattended. An open issue still remains to accurately detect IED events that directly reflect the abnormalities in brain electrophysiological activities, minimizing the interference from irrelevant sharp transients with similar waveforms only. This study then proposes a dual-view learning framework (namely V2IED) to detect IED events from multi-channel EEG via aggregating features from the two phases: (1) Morphological Feature Learning: directly treating the EEG as a sequence with multiple channels, a 1D-CNN (Convolutional Neural Network) is applied to explicitly learning the deep morphological features; and (2) Spatial Feature Learning: viewing the EEG as a 3D tensor embedding channel topology, a CNN captures the spatial features at each sampling point followed by an LSTM (Long Short-Term Memories) to learn the evolution of these features. Experimental results from a public EEG dataset against the state-of-the-art counterparts indicate that: (1) compared with the existing optimal models, V2IED achieves a larger area under the receiver operating characteristic (ROC) curve in detecting IEDs from normal sharp transients with a 5.25% improvement in accuracy; (2) the introduction of spatial features improves performance by 2.4% in accuracy; and (3) V2IED also performs excellently in distinguishing IEDs from background signals especially benign variants.
摘要:
A graph G has a
$${\mathcal {P}}_{\geqslant k}$$
-factor if G has a spanning subgraph H such that every component of H is a path of order at least k. A graph G is
$${\mathcal {P}}_{\geqslant k}$$
-factor deleted if
$$G-e$$
has a
$${\mathcal {P}}_{\geqslant k}$$
-factor for each edge e of G. In this paper, we give two necessary and sufficient conditions defining a
$${\mathcal {P}}_{\geqslant 2}$$
-factor deleted graph and a
$${\mathcal {P}}_{\geqslant 3}$$
-factor deleted graph, respectively. Based on the result of
$${\mathcal {P}}_{\geqslant 2}$$
-factor deleted graphs, we establish respectively a lower bound on the size and a lower bound on the spectral radius to ensure whether or not a graph is
$${\mathcal {P}}_{\geqslant 2}$$
-factor deleted. Furthermore, by constructing extremal graphs, we show that all the above bounds are best possible.
期刊:
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY,2024年72(8):3884-3893 ISSN:0021-8561
通讯作者:
Lin, Hong-Yan;Wang, DW
作者机构:
[Ye, Bao-Qing; Yang, Guang-Fu; Cai, Zhuo-Mei; Chen, Li-Jun; Wang, Da-Wei; Dong, Jin; Huang, Guang-Yi; Lin, Hong-Yan; Lin, HY] Cent China Normal Univ, Natl Key Lab Green Pesticide, Wuhan 430079, Peoples R China.;[Ye, Bao-Qing; Yang, Guang-Fu; Cai, Zhuo-Mei; Chen, Li-Jun; Wang, Da-Wei; Dong, Jin; Huang, Guang-Yi; Lin, Hong-Yan; Lin, HY] Cent China Normal Univ, Coll Chem, Int Joint Res Ctr Intelligent Biosensor Technol &, Wuhan 430079, Peoples R China.
通讯机构:
[Wang, DW ; Lin, HY] C;Cent China Normal Univ, Natl Key Lab Green Pesticide, Wuhan 430079, Peoples R China.;Cent China Normal Univ, Coll Chem, Int Joint Res Ctr Intelligent Biosensor Technol &, Wuhan 430079, Peoples R China.
摘要:
4-Hydroxyphenylpyruvate dioxygenase (HPPD, EC 1.13.11.27) is one of the most valuable herbicide targets due to its unique biological functions. In search of HPPD inhibitors with promising biological performance, we designed and synthesized a series of novel tetrazolamide-benzimidazol-2-ones using a structure-based drug design strategy. Among the synthesized compounds, 1-(2-chlorobenzyl)-3-methyl-N-(1-methyl-1H-tetrazol-5-yl)-2-oxo-2,3-dihydro-1H-benzo[d]imidazole-4-carboxamide, <bold>25</bold>, IC50 = 10 nM, was identified to be the most outstanding HPPD inhibitor, which showed more than 36-fold increased Arabidopsis thaliana HPPD (AtHPPD) inhibition potency than mesotrione (IC50 = 363 nM). Our AtHPPD-<bold>25</bold> complex indicated that one nitrogen atom on the tetrazole ring and the oxygen atom on the amide group formed a classical bidentate chelation interaction with the metal ion, the benzimidazol-2-one ring created a tight pi-pi stacking interaction with Phe381 and Phe424, and some hydrophobic interactions were also found between the ortho-Cl-benzyl group and surrounding residues. Compound <bold>32</bold> showed more than 80% inhibition against all four tested weeds at 150 g ai/ha by the postemergence application. Our results indicated that the tetrazolamide-benzimidazol-2-one scaffold may be a new lead structure for herbicide discovery.
作者机构:
[Zhang, Wei; Ju, Changting; Xue, Jinfeng] Cent China Normal Univ, Sch Psychol, 152 Luoyu St, Wuhan 430079, Hubei, Peoples R China.;[Ju, Changting] Anyang Inst Technol, Mental Hlth Educ Ctr, Zhumadian, Henan, Peoples R China.;[Mo, Ning] Anyang Univ, Mental Hlth Educ Ctr, Zhumadian, Henan, Peoples R China.;[Jiang, Xu] Temple Univ, Dept Psychol Studies Educ, 1301 Cecil B Moore Ave, Philadelphia, PA 19122 USA.;[Xue, Jinfeng] Hunan Univ Chinese Med, Sch Nursing, Changsha, Hunan, Peoples R China.
通讯机构:
[Zhang, W ] C;[Jiang, X ] T;Cent China Normal Univ, Sch Psychol, 152 Luoyu St, Wuhan 430079, Hubei, Peoples R China.;Temple Univ, Dept Psychol Studies Educ, 1301 Cecil B Moore Ave, Philadelphia, PA 19122 USA.
关键词:
Mindful Self-Care Scale;MSCS;Brief-MSCS;Chinese college students;Validity;Reliability
摘要:
ObjectivesMindful self-care is a way of embodied self-regulation that can safeguard and enhance psychological well-being. This study aimed to test the reliability and validity of the Chinese version of the Mindful Self-Care Scale (MSCS) among college students.MethodA total of 1486 college students (Mage = 19.36, SD = 1.16) from four different universities participated in this study. All participants completed a series of online surveys, including the MSCS, the Self-Compassion Scale-Short Form, the Body Appreciation Scale-2, and the Satisfaction With Life Scale. Confirmatory factor analysis was used to evaluate the validity of the MSCS, and the R package measureQ was utilized to calculate the reliability. Additionally, we conducted comparative analyses involving the MSCS (33 items), its brief version (Brief-MSCS, 24 items), and previous relevant research.ResultsThe MSCS and Brief-MSCS demonstrated an acceptable factor structure, while the Brief-MSCS exhibited a more robust structure. Notably, the bifactor model adequately fitted the data for both versions. In bifactor model, each item not only belonged to its own group of factors but also belonged to a general factor. Both versions displayed satisfactory convergent validity, discriminant validity, concurrent validity, and robust composite reliability. Furthermore, Chinese college students exhibited a higher level of mindful self-care than Chinese medical professionals and a Western community sample.ConclusionsThe MSCS and Brief-MSCS have been found to be reliable and valid tools for assessing the levels of mindful self-care among college students, with the brief version showing superior performance. The robust fit of the bifactor model suggests that there is an overarching structure of mindful self-care that can be used to assess an individual's level through the total score. Moreover, there are differences in the level of mindful self-care among different groups, which need further verification.PreregistrationThis study is not preregistered.
通讯机构:
[Pan, FF ] C;[Dong, XY ] H;Henan Polytech Univ, Coll Chem & Chem Engn, Jiaozuo 454000, Peoples R China.;Zhengzhou Univ, Coll Chem, Zhengzhou 450001, Peoples R China.;Cent China Normal Univ, Coll Chem, Wuhan 430079, Peoples R China.
摘要:
Materials exhibiting X-ray-induced photochromism have consistently piqued the interest of researchers. Exploring the photochromic properties of such materials is valuable for understanding the structural changes and electron transfer processes that occur under high energy radiation, such as X-ray irradiation. Here, a crystalline silver(I) nanocluster synthesized from tert-butylacetylene silver was found to have the ability to exhibit color and photoluminescence changes upon exposure to X-ray radiation. The responsive behavior was observed across a wide temperature range of 100-300 K, with the ability to respond particularly well to soft X-rays (lambda > 1 & Aring;) and exhibit light responsiveness to hard X-rays (lambda < 1 & Aring;). By combining experimental findings including X-ray diffraction, X-ray photoelectron spectroscopy, electron spin resonance, etc. with theoretical calculations, we have proposed that X-ray irradiation induces electron transfer from chloride (Cl-) located in the center of the silver(I) nanocluster to the surrounding Ag-14 in the skeleton. This represents the first documented example in which electron transfer induced by X-ray excitation has been observed, accompanied by a photochromism process, in silver nanoclusters. This study contributes to our understanding of X-ray-induced photochromism and the electron transfer process in silver cluster compounds. It also provides valuable insights and potential design strategies for applications such as photochromism, photoluminescence color change, and photoenergy conversion.
摘要:
Linear complementary dual (LCD) codes can provide an optimum linear coding solution for the two-user binary adder channel. LCD codes also can be used to against side-channel attacks and fault non-invasive attacks. Let dLCD(n,k) denote the maximum value of d for which a binary [n,k,d] LCD code exists. In \cite{BS21}, Bouyuklieva conjectured that dLCD(n+1,k)=dLCD(n,k) or dLCD(n,k)+1 for any lenth n and dimension k >= 2. In this paper, we first prove Bouyuklieva's conjecture \cite{BS21} by constructing a binary [n,k,d-1] LCD codes from a binary [n+1,k,d] LCDo,e code, when d >= 3 and k >= 2. Then we provide a distance lower bound for binary LCD codes by expanded codes, and use this bound and some methods such as puncturing, shortening, expanding and extension, we construct some new binary LCD codes. Finally, we improve some previously known values of d(LCD)(n,k) of lengths 38 <= n <= 40 and dimensions 9 <= k <= 15. We also obtain some values of d(LCD)(n,k) with 41 <= n <= 50 and 6 <= k <= n-6.
期刊:
Journal of Mathematical Analysis and Applications,2024年530(1):127636 ISSN:0022-247X
通讯作者:
Duan, R
作者机构:
[Duan, Ran; Chang, Shengchuang] Cent China Normal Univ, Sch Math & Stat, Hubei Key Lab Math Sci, Wuhan 430079, Peoples R China.
通讯机构:
[Duan, R ] C;Cent China Normal Univ, Sch Math & Stat, Hubei Key Lab Math Sci, Wuhan 430079, Peoples R China.
关键词:
Navier-Stokes-quantum equations;Rayleigh-Taylor instability;Hadamard sense
摘要:
Consider the linear and nonlinear Rayleigh-Taylor instability of the three-dimensional incompressible viscous Navier-Stokes-Quantum equations. For linearized problem, we determine the critical number.cprecisely. Then, we construct a linear growth solution by a modified variational method for k <.k(c). In addition, we show that.cis infinite for a special steady state <(rho)over bar>, which implies that quantum potential inhibit the instability instead of cutting it off. Based on this unstable linear solution and the priori estimates of the smooth solution to the perturbed problem, we establish the nonlinear instability of the density and the velocities in the sense of Hadamard. Compared with the related study on Navier-Stokes-Korteweg equations (Zhang (2022) [41]), we do not ask the capillarity coefficient to be small. (c) 2023 Elsevier Inc. All rights reserved.