A Method for Detecting and Recognizing Yi Character Based on Deep Learning

Aiming at the challenges associated with the absence of a labeled dataset for Yi characters and the complexity of Yi character detection and recognition,we present a deep learning-based approach for Yi character detection and recognition.In the detection stage,an improved Differentiable Binarization Network(DBNet)framework is introduced to detect Yi characters,in which the Omni-dimensional Dynamic Convolution(ODConv)is combined with the ResNet-18 feature extraction module to obtain multi-dimensional complementary features,thereby improving the accuracy of Yi character detection.Then,the feature pyramid network fusion module is used to further extract Yi character image features,improving target recognition at different scales.Further,the previously generated feature map is passed through a head network to produce two maps:a probability map and an adaptive threshold map of the same size as the original map.These maps are then subjected to a differentiable binarization process,resulting in an approximate binarization map.This map helps to identify the boundaries of the text boxes.Finally,the text detection box is generated after the post-processing stage.In the recognition stage,an improved lightweight MobileNetV3 framework is used to recognize the detect character regions,where the original Squeeze-and-Excitation(SE)block is replaced by the efficient Shuffle Attention(SA)that integrates spatial and channel attention,improving the accuracy of Yi characters recognition.Meanwhile,the use of depth separable convolution and reversible residual structure can reduce the number of parameters and computation of the model,so that the model can better understand the contextual information and improve the accuracy of text recognition.The experimental results illustrate that the proposed method achieves good results in detecting and recognizing Yi characters,with detection and recognition accuracy rates of 97.5%and 96.8%,respectively.And also,we have compared the detection and recognition algorithms proposed in this paper with other typical algorithms.In these comparisons,the proposed model achieves better detection and recognition results with a certain reliability.

Beyond Gender Perspectives:A More Comprehensive Examination of Yang Yi’s Translation of Wuthering Heights

The renowned translator Yang Yi passed away in 2023.Many scholars argue that,influenced by their biological gender,female translators often employ translation methods in adherence to feminist translation or reflect characteristics typical of female translators.This study examines the translation of Wuthering Heights by Yang Yi,focusing on whether there is a definite influence of gender on translator behavior.While existing literature primarily analyzes Yang Yi’s work through a feminist lens,this research takes a broader approach.By considering the translator’s social background and translation practice,this paper challenges the assumption that her work strictly aligns with feminist translation theories.Instead,this study emphasizes the importance of considering diverse factors when interpreting translated works,moving beyond a singular gender-based standpoint.

润滑剂YI对聚氯乙烯塑料流变性能的影响

采用毛细管流变仪，考察润滑剂ＹＩ用量对ＰＶＣ流变性能的影响。实验表明，流体非牛顿指数ｎ＜１，并随ＹＩ用量增加而下降。ＹＩ使ＰＶＣ熔体粘度大幅度减少，在硬质ＰＶＣ中，ＹＩ用量在０．６～１．０ＰＨＲ作用最明显；在软质ＰＶＣ中，当剪切速率γ＞５００ｓ－１时，少量ＹＩ就能使熔体粘度下降。并测定了不同ＹＩ用量ＰＶＣ的流动活化能，随ＹＩ用量增加，Ｅη略有下降。

YI酸锌及其互配物作为PVC热稳定剂的性能研究

以YI酸和氧化锌为原料,制备了YI酸锌。对产品进行了物化常数检测;将YI酸锌与YI酸钙、硬脂酸钙、亚磷酸三苯酯进行了互配,通过热老化箱实验法、刚果红试纸法对YI酸锌及其互配系统进行了综合评价。结果表明,YI酸锌对PVC具有优异的热稳定性能;当稳定剂加入量为2份时,YI酸锌/硬脂酸钙的最佳比例为4/6,YI酸锌/硬脂酸钙/亚磷酸三苯酯的最佳比例为2/3/5。

Casual sex and concurrent sexual partnerships among young people from an Yi community with a high prevalence of HIV in China

Liangshan Prefecture in Sichuan province, China, has a high prevalence of HIV infection, which is reflective of a change in the mode of transmission from injection drug use （IDU） to heterosexual intercourse. However, few studies focus on HIV-related heterosexual risk behaviours among the majority Yi population. The objectives of this study were to explore the characteristics of an egocentric sexual network and estimate the prevalence of casual sexual behaviour. Yi villagers （n= 108）, aged 15-35 years, who reported having had sex within the previous year were interviewed as to their sexual behaviours and networks. In-depth interviews and focus group discussions provided supplementary information on sexual norms. Logistic regression analysis was used to calculate unadjusted odds ratios （ORs） and 95% confidence intervals （CIs）. Most of the respondents reported having had casual sex at some time in their life, and 66.7% reported multiple sexual partnerships. Only 21.3% reported ever having used a condom. During the study year, a total of 137 partners were involved in 153 sexual partnerships. Among the reported sexual partnerships, 67.3% originated from a casual sexual relationship. For network members in components of size ≥3, 56,9% were involved in concurrent sexual partnerships. Having never been married （OR： 2.11; 95% CI： 1.03-4.33） and younger age （OR： 0.89; 95% CI： 0.83-0.95） were both associated with being in a component of size ≥3. Size （OR： 2.99; 95% Ch 1.17-7.66）, pair （OR： 0.54; 95% Ch 0.039-0.74）, the number of weak components of the egocentric sexual network （OR- 30.04; 95% Ch 6.47-139.46） and gender （OR. 0. 19; 95% Ch. 0.06-0.67） were all associated with being in concurrent sexual partnerships. HIV-related interventions for the Yi ethnic minority in Sichuan province must therefore address concurrent sexual partnerships and promote condom use.

Trends of Overweight and Obesity in Yi People between 1996 and 2007:An Yi Migrant Study

Objective To evaluate trends of overweight and obesity prevalence between 1996 and 2007 in Yi farmers and Yi migrants.Methods An Yi migrant study was conducted in Liangshan Yi Autonomous Prefecture,Sichuan Province,China from 1996 to 2007.Data were collected with identical methods,including standardized questionnaire and body measurements.Results Age‐ and sex‐specific body mass index （BMI） significantly increased from 20.02 in 1996 to 22.36 in 2007,among Yi farmers,which was significantly different from those among Yi migrants （23.67 in 2007 and 20.90 in 1996） （P0.05）.Prevalence of obesity rose from 1.21 % in 1996 to 4.55 % in 2007 （OR=1.15,P0.001） in Yi migrants,while that in Yi farmers from none in 1996 to 0.12 % in 2007 （P0.05）.Prevalence of overweight rose significantly to 26.24 %in 2007 from 17.24 % in 1996 （OR=1.06,P0.001） in Yi migrants,while that in Yi farmers from 1.29 % in 1996 to 4.45 % in 2007 （OR=1.14,P0.001）.Yi migrants appeared to have a 5.52‐fold higher risk ondeveloping overweight and obesity than Yi farmers have.Conclusion The Yi migrants had a steeper increase of overweight with year and consequently caused more obesity.Change in lifestyle may contribute most likely to higher prevalence of overweight and obesity in Yi migrants.

Traditional Chinese medicine “Qing Yi Tang” alleviates oxygen free radical injury in acute necrotizing pancreatitis

AIM To observe the changes in oxygen free radical (OFR) and the curative effect of traditional Chinese medicine 'Qing Yi Tang' in acute necrotizing pancreatitis (ANP).METHODS After induction of ANP by injection of sodium taurocholate into pancreatic duct, 16 dogs were randomly divided into control group and Chinese medicine group. Serum amylase, SOD and MDA were determined on postoperative day 1, 2, 4 and 7. The animals were sacrificed on day 7. SOD and MDA in organs were determined, and pathological changes in pancreas were observed.RESULTS As compared with control group, the serum level of amylase (734U/L vs 2783U/L) and MDA (7.8nmol/ml vs 14.8nmol/ml) in Chinese medicine group were decreased on day 7 (P＜0.05), while SOD increased significantly (281nU/ml vs 55nU/ml, P＜0.01), and similar changes occurred in MDA and SOD in organs, especially in the pancreas; the pathological changes in the pancreas were alleviated as well.CONCLUSION 'Qing Yi Tang' is effective in clearing OFRs and alleviating pathological changes in ANP.

Intervention effect of traditional Chinese medicine Yi Tang Kang on metabolic syndrome of spleen deficiency

Objective:To investigate effects of herbal compound Yi Tang Kang on the spleen deficiency metabolic syndrome.Methods:Forty male Wistar rats were randomly divided into two groups:the normal control group and the MS spleen deficiency syndrome group.The control group rats were fed with standard diet and water,while MS spleen deficiency syndrome group with high fat diet and low dose intraperitoneal injection of slreptozocin.which swam to the endurance limit.After 12 weeks,the MS spleen deficiency syndrome group was randomly divided into two groups,with 13 rats in each group.Flats in model group were fed with high fat diet and conlinuouly administered with daily saline,and rats in intervention group with high fat diet were trated with traditional Chinese medicines Yi Tang Kang by gavage,2 mL/200 g at the same lime every day.10 weeks later,the expression of serum proteomics was investigated through abdominal aortic puncture and separation of serum,using isotope labeling technique,high performance liquid chromatography and four bar-Orbitrap mass spectrometer.Results:After treatment with traditional Chinese medicine yitangkang,in the model group,important carboxylesterase and retinal guanylate cyclase 2 precursor were upregulated.As for intervention group,these indesxes were raised,but immunoglobulin IgG,carnitine acetyltransferase,tubulin beta-5,and Gan Lu sugar binding protein C were down-regulated.At the same time,some new biological active substances,such as protein tyrosine kinase,beta glucosidase were also found.Conclusions:Traditional Chinese medicines Yi Tang Kang could regulate glucose and lipid metabolism in rats with spleen deficiency syndrome.

Influence of social capital on the livelihood strategies of farmers under China's rural revitalization strategy in poor mountain areas: A case study of the Liangshan Yi autonomous prefecture

Social capital in the form of social resources or social networks is one of the most important livelihood capital of farmers, which can increase the labor productivity of poor households and increase income. It is important to explore the reasons underlying the livelihood strategy choices of farmers from the perspective of social capital under China’s rural revitalization strategy. In this study, the Liangshan Yi Autonomous Prefecture, a povertystricken mountainous area in southwestern China, was selected as the case study area, and multivariable linear regression models were constructed to analyze the influence of social capital on livelihood strategies.The results are as follows:(1) Individual social capital had a positive effect on non-agricultural livelihood strategies. On average, with a one-unit increase in individual social capital, the ratio of farmers’ nonagricultural income to total productive income(Income_Rto) increased by 0.002% and 0.062%,respectively. Collective social capital, with the Peasant Economic Cooperation Organization(PECO) as the carrier, had a negative effect on the non-agricultural livelihood strategies of farmers;on average, with a oneunit increase in PECO, Income_Rto decreased by approximately 0.053%. However, this effect was only significant in the river valley area.(2) The income differences among the different livelihood strategy types were explained by the livelihood strategy choices of farmers. As non-agricultural work can bring more benefits, the labor force exhibited one-way migration from villages to cities, resulting in a lack of the subject of rural revitalization. It is necessary to implement effective measures to highlight the role of PECO in increasing agricultural income for farmers. Finally,based on the above conclusions,policy recommendations with respect to livelihood transformation of farmers and rural sustainable development are discussed.

Body Mass Index and Hypertension Hemodynamic Subtypes in Yi Farmers and Migrants

Objective To examine the relationship between overweight or obesity and the risk of the various hypertension hemodynamic subtypes in Yi farmers and migrants. Methods A cross-sectional study of 2 358 Yi farmers and 2 392 Yi migrants was carried out in the Liangshan Yi autonomous prefecture, Sichuan, China in 2007. Results The standardized prevalence of overweight in female Yi farmers （6.22%） was higher than in males （3.25%）, whereas in Yi migrants 32.56% of males and 28.78% of females were overweight. The standardized prevalence of obesity was 0 and 0.62% in male and female Yi farmers, compared to 3.91% and 5.57% in male and female Yi migrants, respectively. For both genders the standardized prevalence of ISH, IDH, and SDH was higher in Yi migrants than Yi farmers. Overweight and obese Yi men and women had a higher risk for IDH and SDH （P〈O.002） than non-overweight/obese individuals. However, an association of overweight or obesity with ISH was observed only in men. Conclusion Yi migrants have substantially higher proportion of overweight and obese individuals, as well as individuals affected by ISH, IDH, and SDH, than do Yi farmers. Overweight and obesity are significant risk factors for the development of hypertension in Yi people.

Yi Qi Jie Du Formula and Salinomycin Combination Treatment Mediates Nasopharyngeal Carcinoma Stem Cell Proliferation,Migration and Apoptosis via CD44/Ras Signaling Pathway

Objective To assess the effects of Yi Qi Jie Du Formula(YQJDF)combined with salinomycin(SAL)on nasopharyngeal carcinoma stem cells(NPC-SCs)and investigate the underlying molecular mechanisms.Methods Cell counting methods,the CCK-8 assay,transwell migration assay and JC-1 staining,were used to observe the effects of the combination on the proliferation,migration and apoptosis of NPC stem cells,respectively.Western blot was used to detect the levels of protein in NPC-SCs.Results YQJDF combined with SAL had a synergistic effect on the inhibition of proliferation and migration and induction of NPCSC apoptosis.Mechanistically,YQJDF combined with SAL synergistically upregulated the levels of apoptotic proteins,including cleaved Caspase-3,cleaved Caspase-7 and cleaved Caspase-9.Moreover,YQJDF combined with SAL synergistically decreased the levels of CD44,p-c-Src,Ras,p-PKCδ,p-MEK,p-c-Raf,p-ERK1/2 and p-AKT proteins.Conclusions The combination of YQJDF and SAL has a synergistic effect on the inhibition of NPC-SC proliferation and migration and induction of apoptosis,which may be closely related to the downregulation of the CD44/Ras signaling pathway.

Upgrading of Yi'an gas coal by low temperature pyrolysis under different atmospheres

The quality of Yi＇an gas coal before and after low temperature upgrading under either a N2 or H2 atmosphere was examined by thermogravimetric and infrared analyses. The effect of upgrading on the prepared coke quality was analyzed. The results show that the carboxyl and phenolic hydroxyls in the coal molecular structure are removed after upgrading by low temperature pyrolysis under either N2 or Hz atmospheres. This improves coal caking properties to a certain extent. The upgrading effect under a Hz atmosphere is remarkably better than the effect observed after upgrading under N2. Compared to coke obtained from raw coal, the compressiveand micro-strength of the cokes obtained from upgraded coal are greatly improved. The effect on coke reactivity with CO2 is not significant. The best upgrading temperature for Yi＇an gas coal under either a N2 or H2 atmosphere is 250 or 275 ℃ respectively.

An Analysis on Rural Tourism Development Model in Yi County of Huangshan City

The Yi County's rural tourism model has changed a lot,gradually transferring from the single model to the composite model,which integrates sightseeing,touring,entertainment,leisure,vocation,and shopping. This article mainly focuses on the rural tourism development model. Yi County is a typical case for others,which gives a new development model.

Yi Qi Jie Du Decoction Inhibits Proliferation and Induces Apoptosis of Nasopharyngeal Carcinoma Stem Cells Through Mitochondrial Apoptosis Pathway

Objective To assess the effects of Yi Qi Jie Du Decoction(YQJDD)on nasopharyngeal carcinoma stem cells(NPC-SCs)and investigate the underlying mechanism.Methods NPC-SCs were collected in serum-free culture system and identified by the sphere formation assay.The effect of YQJDD on the proliferation of NPC-SCs was detected using the Cell Counting Kit-8 assay.The change of mitochondrial membrane potential(ΔΨm)in NPC-SCs following treatment with YQJDD was investigated by JC-1 staining.The levels of apoptosisassociated proteins were examined using western blot analysis.Results YQJDD significantly inhibited the proliferation of NPCSCs in dose-and time-dependent manners.JC-1 staining revealed that YQJDD lowered theΔΨm of NPC-SCs in a timedependent manner.After treatment with YQJDD,the expression of cleaved caspase-3,-7 and-9,cleaved poly-ADP ribose polymerase,P21 and P53 were increased,while the expression of Survivin in NPC-SCs was decreased.However,the expression of cleaved caspase-8 remained nearly unchanged.Conclusions YQJDD inhibits the growth and induces apoptosis of NPC-SCs via an intrinsic apoptosis pathway.

The Mode of Promoting Industrial Targeted Poverty Alleviation through Land Circulation in Western Mountainous Region of China——A Case Study of Luquan Yi and Miao Autonomous County in Yunnan Province

In the industrial targeted poverty alleviation,land circulation is a key process. Based on the national strategy of targeted poverty alleviation,this paper combined the industrial development of targeted poverty alleviation with land circulation. According to the field survey on the current situation of land circulation and promotion of the industrial poverty alleviation in the typical project area of Zhongping Village in Zhongping Town and Jiaowuying Village in Jiulong Town in Luquan Yi and Miao Autonomous County in Yunnan Province,located in the high mountain canyon area of Jinsha River in the upper reaches of the Yangtze River in the west of China. This paper summarized and analyzed the organization and operation mechanism,basic practices and main results of the land circulation and promotion of industrial poverty alleviation model in the typical project area of the county. It also summarized the innovation and successful experience of the model,and then came up with measures to further promote the implementation of the model,so as to provide necessary reference for the implementation of land circulation and industrial targeted poverty alleviation for the poverty-stricken counties in Yunnan Province and similar provinces( cities,regions).

Analysis of Genetic Diversity of Four Subpopulations of Chimonobambusa rivularis Yi in Sichuan

A study of the genetic diversity within four subpopulations of Chimonobambusa rivularis Yi and adaptations to altitude, habitat and related factors in Qionglai City of Sichuan province in China, analyzed by random amplified polymorphic DNA technique. 22 random primers were selected in the amplification and 375 repetitive loci with 350 polymorphic loci were produced. The total average percentage of amplification loci was 93.3%. The genetic diversity of every subpopulation was medium on （the percentage of amplification loci was 49.33%-66.67%）. The genetic diversity of high altitude samples of Zhengtiantai was lower than that of low altitude Wutonggang＇s. There was no obvious differentiation between two subpopulations of Zhengtiantais. The correlation is very low between altitude and the amplification loci and the genetic distance, Pearson correlation coefficient was 0.431 and 0.488 （P 〈 0.01）. Through investigation, the primary cause of heredity multiplicity drops was that the habitat had been destroyed by tourism development and other human disturbance.

Tropical and Subtropical Urban Landscape Plant Cultivation in Southwest China—A Case Study of Honghe Hani and Yi Nationality Autonomous Prefecture

By studying current seedling production in Honghe Hani and Yi Nationality Autonomous Prefecture, tropical and subtropical urban landscape plant production in southwest China was analyzed. Local nurseries total 6.40 km 2 , accounting for 5.1% of total constructed land area in the prefecture, and only 0.02% of the total land area in the prefecture. Application of local plant species in landscape engineering and green coverage ratio lags far behind the indexes of Chinese livable city and indexes of relieving urban heat island effect. By making proper policies and measures, seedling production can be promoted, rare and endanged wild plant species should be fully used to construct garden city, control PM2.5 and protect the living environment.

Planning and Designing of Eco-villages in Urban and Rural Areas——A Case Study of Hongbao Hundred-fruit Eco-village in Chuxiong Yi Autonomous Prefecture, Yunnan Province

The research reviewed connotation, characteristics and significance of urban-rural eco-village and concluded approaches to eco-village planning from site selection, function division, environment and product selection. Finally, a case study of Hongbao Hundred-fruit Eco-village was introduced.

Application of Network Pharmacology to Explore the Mechanism of Yi Xin Tai Formula in Treating Heart Failure

Objective To explore the possible mechanism of Yi Xin Tai Formula(YXTF)in treating heart failure(HF)by network pharmacology method and to verify the related targets by western blotting.Methods Using the traditional Chinese medicine systems pharmacology(TCMSP)database with its analysis platform for HF as a disease model,the active ingredients of YXTF were filtered according to the oral bioavailability(OB)and druglikeness(DL),and the corresponding targets were predicted.The disease targets of HF were retrieved by Human Phenotype Ontology(HPO)database.Then,“YXTF compounds-Targets-HF”network was constructed in the Search Tool for the Retrieval of Interacting Genes/Proteins(STRING)database,the network visualized through the Cytoscape software,and the key nodes of the network achieved according to Degree(D),Closeness Centrality(CC),and Betweenness Centrality(BC).Kyoto Encyclopedia of Genes and Genomes(KEGG)gene function enrichment analysis was carried out for the key nodes with the help of GATHER database platform.The rabbit model of HF was established by coarctation of the abdominal aorta and perfusion of propylthiouracil(PTU).The pathological changes and protein expression of transforming growth factor beta(TGF-β)protein were observed by western blotting.Results“YXTF compounds-Targets-HF”network consisted of 403 nodes,136 key nodes and 10 related KEGG pathways that included focal adhesions,cell cycles,mitogen-activated protein kinase(MAPK)signaling pathways,Toll-like receptor signaling pathways,Cytokine-cytokine receptor interactions,Gap junctions,adherens junctions,TGF-β signaling pathways,apoptosis and Wnt signaling pathways,respectively.The expression of TGF-β protein in myocardium decreased significantly.Conclusions According to the network pharmacology,the treatment of YXTF for HF might be related to 10 metabolic pathways.The effects of the multicompound-multitarget-multi pathways and the synergistic effect drawn from the compounds that act as the monarch,minister,adjuvant,guide medicines were revealed through this study.

Pharmacognostic Identification of Yi Medicine Herba Boenninghauseniae Albiflorae

[Objectives] To identify original plant and traits of Yi medicine Herba Boenninghauseniae Albiflorae,and provide experimental data for its identification and application. [Methods] The original plant,traits,and microscopic identification were used. [Results] Essential identification characteristics of Yi medicine Herba Boenninghauseniae Albiflorae: small leaf was 1-2. 5 cm long,while the gynophore was 4-8mm long when bearing fruit; traits mainly included characteristic odor,strong and bitter taste,and spicy flavor; microscopic exclusive identifying characteristics: rich aleurone grain in the root; leaf had lysigenous secretory cavity,and non-glandular hairs and oil droplets were common. [Conclusions] Yi medicine Herba Boenninghauseniae Albiflorae( Ebazema) has distinctive identifying characteristics in original plant,traits,and microscopic tissues. This study is expected to provide certain reference for identification of original plant and medicine and formulation of quality standard for Yi medicine Ebazema,and to provide basis for its further research and development.