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HIERARCHICAL MODELLING OF INDOOR AND OUTDOOR (RESIDENTIAL) RADON DATA (RRD) 室内和室外(住宅)氡数据(rrd)分层建模
Pub Date : 2016-03-02 DOI: 10.51406/JNSET.V14I1.1480
G. A. Dawodu, A. Mustapha
This work, proposes a Hierarchical Modelling (HM) for the indoor and outdoor Residential Radon Data (RRD). Indoor RRD and outdoor RRD are seen as distinct «¤??hierarchies«¤?? of carcinogenic radioactive radon and both hierarchies constitute the least exposure that can be experienced by an individual. Works on this issue have always been based on complicated models, even for single instances of both indoor and outdoor residential radon. Our proposed method can be used to analyse effectively the many-to-many (it, however, becomes numerically clumsy if more than 5-to-5 instances are considered) instances of residential radon, although we have illustrated, here, using a three-to-three situation. Our preference of this method is based on its simplicity, and probable higher precision, as compared with the complexity involved in other methods on the same issue. The data used for the illustration of our models were taken from the indoors (i.e. living-room, bedroom and the kitchen) and the rest outdoors (i.e. verandah, car-park and the well-water shed) of a residential building in a lightly populated estate (i.e. Asero housing estate). Observations were taken on a daily basis throughout the dry season covering ninety days (i.e. January, February and March), this constitutes our season I (i.e. dry). The same was repeated in the season II (i.e. wet) which was taken at the beginning of June through July and August.a¤?a¤?a¤?a¤?a¤?a¤?a¤? a¤?
本文提出了室内和室外住宅氡数据(RRD)的分层模型(HM)。室内RRD和室外RRD被视为不同的等级制度。致癌放射性氡和这两种等级构成了个体可以经历的最小暴露。在这个问题上的工作一直是基于复杂的模型,即使是室内和室外住宅氡的单一实例。我们提出的方法可用于有效地分析多对多(然而,如果考虑超过5对5的实例,它在数字上就变得笨拙)住宅氡的实例,尽管我们在这里使用3对3的情况进行了说明。我们偏爱这种方法是基于它的简单性,并且可能具有更高的精度,而在同一问题上,与其他方法所涉及的复杂性相比。用于说明我们的模型的数据取自一个人口稀少的住宅区(即Asero住宅区)的一栋住宅楼的室内(即客厅、卧室和厨房)和其他室外(即阳台、停车场和井水棚)。在整个旱季(即1月、2月和3月)的90天内每天进行观测,这构成了我们的第1季(即旱季)。在6月初至7月和8月拍摄的第二季(即湿季)也重复了同样的操作。¤吗?
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引用次数: 1
A BINOMIAL MODEL APPROXIMATION FOR MULTIPLE TESTING 多重检验的二项模型近似
Pub Date : 1900-01-01 DOI: 10.51406/jnset.v16i2.1850
I. Adeleke, A. Adeyemi, E. Akarawak
Multiple testing is associated with simultaneous testing of many hypotheses, and frequently calls for adjusting level of significance in some way that the probability of observing at least one significant result due to chance remains below the desired significance levels. This study developed a Binomial Model Approximations (BMA) method as an alternative to addressing the multiplicity problem associated with testing more than one hypothesis at a time. The proposed method has demonstrated capacity for controlling Type I Error Rate as sample size increases when compared with the existing Bonferroni and False Discovery Rate (FDR).      
多重检验与同时检验许多假设有关,并且经常要求以某种方式调整显著性水平,使观察到至少一个显著结果的概率由于偶然而低于期望的显著性水平。本研究开发了一种二项模型近似(BMA)方法,作为解决与一次测试多个假设相关的多重性问题的替代方法。与现有的Bonferroni和错误发现率(FDR)相比,所提出的方法显示出随样本量增加而控制I型错误率的能力。
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引用次数: 0
COMPARISON OF ROAD TRAFFIC ACCIDENT PREDICTION MODELS FOR TWO-LANE HIGHWAY INTEGRATING TRAFFIC AND PAVEMENT CONDITION PARAMETERS 综合交通和路面条件参数的双车道公路交通事故预测模型比较
Pub Date : 1900-01-01 DOI: 10.51406/jnset.v16i2.1841
O. Popoola, O. Abiola, S. O. Odunfa, S. O. Ismaila
In Nigeria, literature on the integration of traffic of pavement condition and traffic characteristics in predicting road traffic accident frequency on 2-lane highways are scanty, hence this article to fill the gap. A comparison of road traffic accident frequency prediction models on IIesha-Akure-Owo road based on the data observed between 2012 and 2014 is presented. Negative Binomial (NB), Ordered Logistic (OL) and Zero Inflated Negative Binomial (ZINB) models were used to model the frequency of road traffic accident occurrence using road traffic accident data from the Federal Road Safety Commission (FRSC) and pavement conditions parameters from pavement evaluation unit of the Federal Ministry of Works, Kaduna. The explanatory variables were: annual average daily traffic (aadt), shoulder factor (sf), rut depth (rd), pavement condition index (pci), and international roughness index (iri). The explanatory variables that were statistically significant for the three models are aadt, sf and iri with the estimated coefficients having the expected signs. The number of road traffic accident on the road increases with the traffic volume and the international roughness index while it decreases with shoulder factor. The systematic variation explained by the models amounts to 87.7, 78.1 and 74.4% for NB, ZINB and OL respectively. The research findings suggest the accident prediction models that should be integrated into pavement rehabilitation.   Keywords:  
在尼日利亚,结合路面状况和交通特征预测两车道公路道路交通事故发生频率的文献很少,因此本文填补了这一空白。基于2012年和2014年的观测数据,对伊沙-阿库尔-乌沃道路交通事故频率预测模型进行了比较。采用负二项(NB)、有序Logistic (OL)和零膨胀负二项(ZINB)模型,利用联邦道路安全委员会(FRSC)的道路交通事故数据和卡杜纳联邦工程部路面评价单位的路面条件参数,对道路交通事故发生频率进行了建模。解释变量为:年平均日交通量(aadt)、肩因子(sf)、车辙深度(rd)、路面状况指数(pci)和国际粗糙度指数(iri)。三个模型的解释变量为aadt、sf和iri,其估计系数具有预期的符号。道路上的道路交通事故数量随着交通量和国际粗糙度指数的增加而增加,而随着肩部系数的增加而减少。模型对NB、ZINB和OL的系统变异解释率分别为87.7、78.1和74.4%。研究结果表明,应将事故预测模型整合到路面修复中。关键词:
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引用次数: 2
CLASSIFICATION MODEL FOR LEARNING DISABILITIES IN ELEMENTARY SCHOOL PUPILS 小学生学习障碍的分类模型
Pub Date : 1900-01-01 DOI: 10.51406/jnset.v17i1.1893
I. Awoyelu, I. Agboola
Learning disability is a general term that describes specific kinds of learning problems.  Although, Learning Disability cannot be cured medically, there exist several methods for detecting learning disabilities in a child. Existing methods of classification of learning disabilities in children are binary classification – either a child is normal or learning disabled. The focus of this paper is to extend the binary classification to multi-label classification of learning disabilities. This paper formulated and simulated a classification model for learning disabilities in primary school pupils. Information containing the symptoms of learning disabilities in pupils were elicited by administering five hundred (500) questionnaire to teachers of Primary One to Four pupils in fifteen government owned elementary schools within Ife Central Local Government Area, Ile-Ife of Osun State. The classification model was formulated using Principal Component Analysis, rule based system and back propagation algorithm. The formulated model was simulated using Waikatto Environment for Knowledge Analysis (WEKA) version 3.7.2. The performance of the model was evaluated using precision and accuracy. The classification model of primary one, primary two, primary three and primary four yielded precision rate of 95%, 91.18%, 93.10% and 93.60% respectively while the accuracy results were 95.00%, 91.18%, 93.10% and 93.60% respectively. The results obtained showed that the developed model proved to be accurate and precise in classifying pupils with learning disabilities in primary schools. The model can be adopted for the management of pupils with learning disabilities.  
学习障碍是一个描述特定类型学习问题的通用术语。虽然学习障碍不能从医学上治愈,但有几种方法可以检测儿童的学习障碍。现有的儿童学习障碍的分类方法是二元分类——要么是正常儿童,要么是学习障碍儿童。本文的重点是将二元分类扩展到学习障碍的多标签分类。本文建立并模拟了小学生学习障碍分类模型。包含学生学习障碍症状的信息是通过向奥松州伊莱-伊夫中央地方政府区内15所公立小学的一至四年级教师发放500份问卷得出的。采用主成分分析、基于规则的系统和反向传播算法建立了分类模型。采用Waikatto Environment for Knowledge Analysis (WEKA) 3.7.2版对模型进行仿真。通过精密度和准确度对模型的性能进行了评价。小学一、小学二、小学三、小学四分类模型的准确率分别为95%、91.18%、93.10%和93.60%,准确率分别为95.00%、91.18%、93.10%和93.60%。结果表明,所建立的模型对小学学习障碍学生的分类是准确和精确的。该模型可用于学习障碍学生的管理。
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引用次数: 0
CHEMICAL AND MICROBIAL SAFETY OF STREET VENDED EGG ROLL IN ABEOKUTA METROPOLIS 城郊街头摊蛋卷的化学与微生物安全
Pub Date : 1900-01-01 DOI: 10.51406/jnset.v16i2.1848
M. Adegunwa, D. A. Osisanya, A. Adebowale, H. A. Bakare
A total of 12 samples of egg rolls retailed in three locations in Abeokuta and a laboratory prepared sample serving as control were analyzed for their microbial load and presence of heavy metals (Lead, Cadmium, Chromium). The samples were analyzed for bacteria using standard procedures. Analysis of the food samples showed that total viable bacterial count ranged from 1.2 x 105 to 4.2 x 105 cfu/g, total staphylococcus count ranged between 1.2 x 104 and 6.4 x 104 cfu/g, coliform count ranged from 1.0 x 104 to 3.0 x 104cfu/g, total campylobacter count ranged between 1.0x104 and1.3x104 cfu/g and there were no growths for the total listeria count. Five bacteria genera were isolated including Staphylococcus aureus, Escherichia coli, Klebsiella aerogenes, Salmonella typhi, Campylobacter coli. Cadmium and Chromium contamination ranged from 3.50±0.71 - 12.50±0.71 and 0.75±0.35 - 3.50±0.00 respectively. Statistical analysis of the heavy metals shows a significant difference (p<0.05) between the control and samples. The level of microbial contamination could be associated with inadequate handling and processing by processors and vendors, contamination caused by either poor hygiene or poor quality of water used. Moreover, contamination of cadmium and chromium in all the samples could be incident upon the water used in producing it, however lead was absent in all the samples. It is therefore recommended that health education should be done for food handlers and consumers about food safety.      
对在Abeokuta三个地点零售的12份蛋卷样品和实验室制备的作为对照的样品进行了微生物负荷和重金属(铅、镉、铬)含量分析。使用标准程序对样品进行细菌分析。食品样品的活菌总数在1.2 × 105 ~ 4.2 × 105 cfu/g之间,葡萄球菌总数在1.2 × 104 ~ 6.4 × 104cfu/g之间,大肠菌群总数在1.0 × 104 ~ 3.0 × 104cfu/g之间,弯曲杆菌总数在1.0 × 104 ~ 1.3 × 104cfu/g之间,李斯特菌总数未见增长。分离到金黄色葡萄球菌、大肠杆菌、产气克雷伯氏菌、伤寒沙门氏菌、大肠弯曲杆菌5属。镉和铬的污染范围分别为3.50±0.71 ~ 12.50±0.71和0.75±0.35 ~ 3.50±0.00。统计分析表明,对照组与样品的重金属含量差异有统计学意义(p<0.05)。微生物污染的程度可能与加工商和供应商处理和加工不当有关,也可能与卫生条件差或所用水质量差造成的污染有关。此外,所有样品中镉和铬的污染都可能与生产水有关,但所有样品中都没有铅。因此,建议对食品处理人员和消费者进行食品安全健康教育。
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引用次数: 0
DEVELOPMENT OF A MANUALLY OPERATED DOUGH DICING MACHINE FOR COLD EXTRUSION 冷挤压手工切面团机的研制
Pub Date : 1900-01-01 DOI: 10.51406/JNSET.V13I1.1498
I. A. Ola, G. Makanjuola, E. Ajisegiri, O. Aremu, T. Olayanju
The timely production of diced dough for the final preparation of chin-chin (a confectionery made of fried dough) have not witnessed any substantial development among the women folk that engaged in such activities in Nigeria. A manually operated dough-dicing machine was designed and developed for the timely production of diced dough. The dough dicer offers a better method of dicing dough into various desired shapes and lengths, which may not be possible with the existing processing method. Preliminary test of the manually operated dough dicer showed that a minimal pressure of 4473.122 Pa is sufficient to force out the dough through the die outlet. The low cost dough dicer requires the minimum manual power input of 0.16 Watt for the dicing of the dough with a density of 1126.4 Kg/m3. The overall performance of the manually operated dough dicer showed that the machine would be of great benefit to the small scale producers of the confectionery
在尼日利亚从事这种活动的妇女中,及时生产用于最后准备chin-chin(一种用油炸面团制成的糖果)的切块面没有任何实质性的发展。为及时生产出切块的面团,设计并研制了一种手动切块机。面团切块机提供了一种将面团切成各种所需形状和长度的更好方法,这可能是现有加工方法无法实现的。对手动切面机的初步测试表明,最小压力为4473.122 Pa就足以将面团从模具出口挤出。低成本的面团切丁机,对密度为1126.4 Kg/m3的面团进行切丁,需要最少0.16瓦的人工功率输入。手工切面机的整体性能表明,该机器将大大有利于小型糖果生产商
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引用次数: 1
A FRAMEWORK FOR ONTOLOGY- BASED DIABETES DIAGNOSIS USING BAYELSIAN OPTIMIZATION TECHNIQUE 基于贝叶斯优化技术的基于本体的糖尿病诊断框架
Pub Date : 1900-01-01 DOI: 10.51406/jnset.v17i1.1906
F. Okikiola, O. S. Adewale, A. M. Mustapha, A. M. Ikotun, O. Lawal
Diabetes Management System (DMS) is a computer-based system which aid physicians in properly diagnosing diabetes mellitus disease in patients. The DMS is essential in making individuals who have diabetes aware of their state and type. Existing approaches employed have not been efficient in considering all the diabetes type as well as making full prescription to diabetes patients. In this paper, a framework for an improved Ontology-based Diabetes Management System with a Bayesian optimization technique is presented. This helped in managing the diagnosis of diabetes and the prescription of treatment and drug to patients using the ontology knowledge management. The framework was implemented using Java programming language on Netbeans IDE, Protégé 4.2 and mysql. An extract of the ontology graph and acyclic probability graph was shown. The result showed that the nature of Bayesian network which has to do with statistical calculations based on equations, functions and sample frequencies led to more precise and reliable outcome.    
糖尿病管理系统(DMS)是一个基于计算机的系统,帮助医生正确诊断糖尿病患者的疾病。DMS在使糖尿病患者了解自己的状态和类型方面是必不可少的。现有的方法不能有效地考虑到糖尿病的所有类型,并为糖尿病患者制定完整的处方。本文提出了一种基于贝叶斯优化技术的改进的基于本体的糖尿病管理系统框架。这有助于利用本体论知识管理对糖尿病的诊断和患者的治疗和药物处方进行管理。该框架采用Java编程语言在Netbeans IDE、prot 4.2和mysql上实现。给出了本体图和无环概率图的提取。结果表明,贝叶斯网络基于方程、函数和样本频率进行统计计算的特性使结果更加精确和可靠。
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引用次数: 0
GROWTH RESPONSE OF MAIZE (ZEA MAYS L.) TO METAL TOXICITY 玉米(zea mays l .)的生长响应对金属毒性
Pub Date : 1900-01-01 DOI: 10.51406/jnset.v17i1.1899
E. Oladele, T. Yahaya, O. O. Adewumi
This study evaluated the phytotoxic effects of lead (Pb) and zinc (Zn) as Pb(NO3)2  and Zn(NO3)2 on maize  (Zea mays L) considering the  plants’ growth indices, biomass as well as soil parameters and soil microorganisms after treatment. The results showed that plant growth significantly reduced with increasing concentrations (100,150 and 200 mgkg-1) of Pb and Zn contamination. The results indicated significant inhibitory effect on the growth parameters (stem height, root length, leaf area, fresh and dry weight) measured, compared to control experiment. This study therefore revealed that the heavy metals have harmful effects on maize’s growth.  Consequently, the consumption of such contaminated cereal by man and animals can lead to their death after the metals have biomagnified in their systems. Lead and Zn application in general, affected the vegetative growth; both fresh and dry weights were reduced with increasing concentrations of the metals. These results show that these metals are toxic to human and animal health. As a result, farmers should be encouraged to use water from good source for irrigation and also cultivate on metal-free soils if possible to save lives.      
以玉米(Zea mays L)的生长指标、生物量、土壤参数和土壤微生物为指标,评价了铅(Pb)和锌(Zn)作为Pb(NO3)2和Zn(NO3)2对玉米(Zea mays L)的植物毒性效应。结果表明:随着Pb、Zn污染浓度(100、150、200 mg -1)的增加,植株生长显著降低;结果表明,与对照试验相比,对茎高、根长、叶面积、鲜重和干重等生长指标均有显著抑制作用。因此,本研究揭示了重金属对玉米生长的有害影响。因此,人类和动物食用这种受污染的谷物可能导致金属在其系统中生物放大后死亡。铅和锌的施用总体上影响了营养生长;随着金属浓度的增加,鲜重和干重都有所降低。这些结果表明,这些金属对人类和动物的健康是有毒的。因此,应该鼓励农民使用水源良好的水进行灌溉,并尽可能在无金属的土壤上耕种,以挽救生命。
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引用次数: 3
EFFLUX MEDIATED MULTIDRUG RESISTANT PSEUDOMONAS AERUGINOSA ISOLATED FROM DIFFERENT ENVIRONMENTAL SOURCES 外排介导的多药耐药铜绿假单胞菌从不同环境来源分离
Pub Date : 1900-01-01 DOI: 10.51406/jnset.v17i1.1903
G. C. Agu, B. T. Thomas, O. Salami, O. Popoola
Pseudomonas aeruginosa is an important opportunistic pathogen and one of the leading causes of multi-drug resistant nosocomial infections. This study was therefore carried out to determine the resistance nature, and the role of efflux pump in multidrug resistance of Pseudomonas aeruginosa isolated from different environmental sources using the efflux pump inhibitor, Carbonyl Cyanide 3-Chlorophenylhydrazone (CCCP). A total of 220 environmental samples were collected and processed following standard techniques. Susceptibility to antibiotics was performed using disc diffusion methods as described by the Clinical and Laboratory Standards Institute. Activity of the efflux pump system was carried out using the efflux pump inhibitor, CCCP. Results obtained identified 100 (45.5%) Pseudomonas aeruginosa and 72 (32.7%) other strains of Pseudomonas spp. The susceptibility testing revealed that all the identified strains of Pseudomonas aeruginosa that were subjected to susceptibility test were significantly resistant to ampicillin and cefotaxime, But the  resistance profile of isolates to tetracycline, chloramphenicol, ceftriaxone, cefuroxime and perfloxacin were 93%, 72.1%, 79.1%, 58.1% and 51.2% respectively. However, imipenem was the most sensitive (100%), followed by cefepime (65%) and gentamicin (44%). Carbonyl Cyanide 3-Chlorophenylhydrazone decreased the minimum inhibitory concentration (MIC) of the isolates by 2 folds. Results obtained have shown the ubiquitous presence of multi-drug resistant P. aeruginosa from the environmental samples examined. Furthermore, it indicated the role of efflux pump in antibiotics resistance in P. aeruginosa isolates which indicate that P. aeruginosa strains from environmental sources could resist antibiotics by the efflux mechanism.      
铜绿假单胞菌是一种重要的条件致病菌,是引起多重耐药医院感染的主要原因之一。因此,本研究利用外排泵抑制剂羰基氰化3-氯苯腙(CCCP)研究了从不同环境源分离的铜绿假单胞菌的耐药性质,以及外排泵在多药耐药中的作用。共采集了220个环境样本,并按照标准技术进行了处理。使用临床和实验室标准研究所描述的圆盘扩散法对抗生素进行敏感性检查。利用射流泵抑制剂CCCP对射流泵系统进行了活性测定。结果共鉴定出铜绿假单胞菌100株(占45.5%)和其他假单胞菌72株(占32.7%),药敏试验结果显示,铜绿假单胞菌对氨苄西林和头孢噻肟均有显著耐药,但对四环素、氯霉素、头孢曲松、头孢呋辛和过氟沙星的耐药率分别为93%、72.1%、79.1%、58.1%和51.2%。但亚胺培南最敏感(100%),其次是头孢吡肟(65%)和庆大霉素(44%)。羰基氰3-氯苯腙使菌株的最低抑菌浓度(MIC)降低2倍。所获得的结果表明,从检查的环境样品中普遍存在多重耐药铜绿假单胞菌。说明外排泵在铜绿假单胞菌耐药过程中的作用,说明环境源铜绿假单胞菌可能通过外排机制对抗生素产生耐药性。
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引用次数: 0
CHEMICAL AND MICROBIOLOGICAL PROFILE OF ‘LEGO’-A LOCALLY PRODUCED FLAVOURED DRINKS “乐高”是一种当地生产的调味饮料,其化学和微生物特征
Pub Date : 1900-01-01 DOI: 10.51406/jnset.v16i2.1844
M. Adegunwa, I. O. Oyesiji, A. Adebowale, H. A. Bakare
The study assessed the chemical and microbial safety of street vended local drink ‘Lego’ collected from three different vendors in Abeokuta metropolis. A control sample was prepared in the laboratory and nine samples of three different flavours (orange, pineapple and blackcurrant) were collected.  Total Vibrio count, total faecal Coliform and total staphylococcus count were estimated in all the samples. Total Vibrio cholera is completely absent while Five samples were found to harbour total staphylococci counts of bacteria within the range of 0.7-1.5x104cfu/ml. All the samples exhibited the presence of Coliform counts within the range of 1.0-9.5x104cfu/ml and Staphylococcus aurous, Micrococcus acidophilus and Klebsiella aerogenes species were bacteria isolated from the samples collected. Heavy metals were also estimated in all the collected samples. Chromium and lead were absent but cadmium was present and is within 0.01-0.025mg/g. The lowest is from orange flavour at camp with 0.01 mg/g while the highest is from Lafenwa in pineapple flavour with 0.025mg/g. Total titratable acidity ranges from 0.175 – 0.219 and the pH ranges from 4.21±0.14 and 5.40±0.00. Hence, these implies that Lego flavoured drink is bacteriologically and chemically unsafe for consumption.
该研究评估了街头出售的当地饮料“乐高”的化学和微生物安全性,这些饮料是从阿贝奥库塔市三个不同的摊贩那里收集的。在实验室中准备了一个对照样本,并收集了三种不同口味(橙味、菠萝味和黑加仑味)的九种样品。对所有样本进行弧菌总数、粪便大肠菌群总数和葡萄球菌总数的估计。霍乱弧菌总数完全不存在,而5个样本中葡萄球菌总数在0.7-1.5x104cfu/ml范围内。所有样品中大肠菌群数量均在1.0 ~ 9.5x104cfu/ml范围内,金黄色葡萄球菌、嗜酸微球菌和产气克雷伯菌均为分离菌。还对所有收集的样品中的重金属进行了估计。铬和铅不存在,但镉存在,含量在0.01-0.025mg/g之间。橙香型中含量最低,为0.01 mg/g;菠萝香型中含量最高的是拉芬瓦,为0.025mg/g。总可滴定酸度为0.175 ~ 0.219,pH值为4.21±0.14 ~ 5.40±0.00。因此,这意味着乐高口味的饮料在细菌和化学上是不安全的。
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引用次数: 0
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Journal of Natural Sciences Engineering and Technology
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