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Local Rock Sample as Catalytic Material for Biodiesel Production via Transesterification of Used Cooking Oil 本地岩石样品作为废食用油酯交换制备生物柴油的催化材料
Pub Date : 2023-03-31 DOI: 10.57233/ijsgs.v9i1.392
A. Galadima, A. Lawal, R. Muhammad, M. Abubakar
Sufficient energy supply is increasingly becoming an important mechanism for catalyzing the development of a nation. A gradual shift to biofuels development was considered advantageous in reducing the pollution and other challenges associated with fossil fuels. Specifically, biodiesel production is one of those options prioritized in the literature. Herein, we demonstrated how a local rock sample can catalyze the upgrading of used groundnut oil into fuel-grade biodiesel at the laboratory scale via transesterification with methanol. The rock-based catalyst was characterized mainly to compose of oxides in the order SiO2 > Al2O3 > CaO > MgO > Fe2O3 with traces of Na2O, K2O, MnO and P2O5. The overall catalysis was believed to be initiated and aided by support, active sites participation and promotion effect. The optimum properties of 65oC, 6:1 (methanol: oil), moderate stirring and 100 mg catalyst loading were responsible for deriving 98.05% biodiesel yield. All the assessed fuel properties were also within the standard limits approved by ASTM. Thus, this suggests the feasibilities of the process parameters employed.
充足的能源供应日益成为促进一个国家发展的重要机制。逐步转向发展生物燃料被认为有利于减少与化石燃料有关的污染和其他挑战。具体来说,生物柴油生产是文献中优先考虑的选择之一。在这里,我们展示了当地的岩石样本如何通过与甲醇的酯交换,在实验室规模上催化用过的花生油升级为燃料级生物柴油。岩石基催化剂主要由SiO2、Al2O3、>、CaO、>、MgO、>、Fe2O3等氧化物组成,并伴有微量的Na2O、K2O、MnO和P2O5。整体的催化作用被认为是由支持、活性位点参与和促进作用所启动和辅助的。最佳反应温度为65℃,甲醇:油比例为6:1,搅拌适中,催化剂用量为100 mg,可获得98.05%的生物柴油产率。所有评估的燃料性能也都在ASTM批准的标准范围内。因此,这表明所采用的工艺参数是可行的。
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引用次数: 1
Antibiotic Resistance pattern/ Multiple drug Resistance Index of Water-borne Bacteria isolated from Underground well Water of some Wards in Gusau Metropolis Zamfara State 古苏大都市区扎姆法拉州部分病房地下井水分离水源性细菌耐药模式/多重耐药指数
Pub Date : 2023-03-31 DOI: 10.57233/ijsgs.v9i1.404
Nusaiba Danmaliki, A. Haroun, P. Vantsawa, A. Alhaji
Resistance of bacteria to many antibiotics is now a challenge that has become a source of mortality in many countries. Pathogens that are previously susceptible are now becoming resistant and are spreading among water bodies. This study will determine the Antibiotic Resistance pattern and Multiple drug Resistance Index of Water-borne bacteria isolated from Underground well Water of some Wards in Gusau metropolis. Eighteen water samples were collected from 6 locations (three from each) in Gusau. These samples were plated, cultured and emerging strain of bacteria were isolated and characterized using standard biochemical method. 24 bacterial isolates were found and characterized into eight genera. The bacteria with the highest frequency was Pseudomonas spp. (29.2%) followed by Shigella spp.and Alicaligenes with (16.7%) then (12.5%) Citrobacter freudii, Salmonella spp and Proteus mirabilis with (8.3%) followed finally by Serratia and Yersinia (4.2%). Antibiotic resistance patterns were determined using disk-diffusion method. Twelve antibiotics belonging to the class B-lactams were tested. The isolates show 96 % resistance to Cefotaxime, 92% Ampiclox, 87.5% Cefuroxime, 75% Amoxicillin and Imipenem, 50% Nalidixic acid, 33.3% Gentamycin, 8.3% Oflaxacin and 4.2 % Cefexime.  It was observed that the isolates were 100% susceptible to Lovofloxacin, 96% Cefexime, 92% Ofloxacin, 75% Ceftriaxone sulbactarm, 66.7% Gentamycin, 58% Nitrofurantoin, 50% Nalidixic acid, 25% Amoxicillin, 12.5% Cefuroxime, 8.3% Ampiclox, and 4.2% Cefotaxime.   A MAR index > 0.2 was observed for the isolates, indicating frequent antibiotic use in the area.
细菌对许多抗生素的耐药性现在是一个挑战,已成为许多国家死亡的一个来源。以前易感的病原体现在变得具有耐药性,并在水体中传播。本研究对姑苏市区部分病区地下井水中分离的水传播细菌的耐药模式及多重耐药指数进行了研究。从Gusau的6个地点(每个地点3个)收集了18个水样。这些样品经镀膜、培养,分离出新菌种,并采用标准生化方法进行鉴定。共分离出24株细菌,鉴定为8属。检出率最高的细菌是假单胞菌(29.2%),其次是志贺氏菌和Alicaligenes(16.7%),其次是佛洛伊德柠檬酸杆菌、沙门氏菌和奇异变形杆菌(8.3%)(12.5%),最后是沙雷氏菌和耶尔森氏菌(4.2%)。采用纸片扩散法测定抗生素耐药模式。测试了12种属于b -内酰胺类的抗生素。对头孢噻肟的耐药率为96%,对氨苄氯的耐药率为92%,对头孢呋辛的耐药率为87.5%,对阿莫西林和亚胺培南的耐药率为75%,对萘啶酸的耐药率为50%,对庆大霉素的耐药率为33.3%,对奥弗沙星的耐药率为8.3%,对头孢肟的耐药率为4.2%。结果表明,该菌株对洛氟沙星、头孢克肟、氧氟沙星、头孢曲松舒巴坦、庆大霉素、呋喃妥英、萘啶酸、阿莫西林、头孢呋辛、氨苄氯、头孢噻肟的敏感性分别为100%、96%、92%、75%、66.7%。分离株的MAR指数> 0.2,表明该地区抗生素使用频繁。
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引用次数: 0
The Socio-Economic and Environmental Benefits of Waste Scavenging in Maiduguri, Borno State 博尔诺州迈杜古里废物清理的社会经济和环境效益
Pub Date : 2023-03-31 DOI: 10.57233/ijsgs.v9i1.408
Muhammed Kodiya, Mustapha Shettima, M. Modu, F. Yusuf
This study aimed at assessing the economic and environmental benefits of waste scavenging in Maiduguri, which has been presumably neglected by formal sector. The objectives of the study were to: identify the types of waste materials recovered by scavengers, determine the average monthly income and factors that influence the income of Scavengers and examine the environmental benefits of waste scavenging. Data were collected using Questionnaire and observation checklists. Five wards out of the 15 wards that constituted the study area were purposively selected for the study. 210 scavengers were randomly selected and administer Questionnaire at the depots in each of the sampled wards where they sell recovered materials. The data collected were analyzed using descriptive statistics and chi square test. The study found that scavenging is a male dominated occupation, with a mean age of 20.2 and average monthly income of N13, 500. The Chi-square test performed to demonstrate the influence of socio demographic factors on income of scavengers revealed a significant association between Age, Educational attainment, length of practice, marital status and categories of waste scavengers. Gender and alternative occupation were the only insignificant factors. The study also showed that, Scrap metals and aluminum were the major materials recovered by scavengers as ascertain by 65.71%, and that the materials are recovered base on their economic value, quality and state. Seasonal differences also contribute to the pricing of recyclable materials recovered by scavengers. The study also revealed that despite the significant contribution of scavengers to environmental sustenance, economic growth and poverty reduction, their activities is still not acknowledge by local authorities in the study area. The study recommends that Government should recognize their contributions as important stakeholders in the waste management sector in Maiduguri by diversifying the types of recyclables and establishing recycling plants, more permanent employment could be provided for the scavengers and other people, thereby improving the economy. Also, Successful integration of scavengers into a formal programme can help optimize waste collection and recycling in an integrated waste management programme. If well organized, scavengers could be given the necessary training that would enable them overcome the challenges they encounter in their activities, especially those related to vulnerability of hazards.
这项研究旨在评估迈杜古里废物清理的经济和环境效益,这可能被正规部门忽视了。这项研究的目的是:确定拾荒者回收的废物种类,确定拾荒者的平均月收入和影响其收入的因素,并审查拾荒的环境效益。采用问卷调查和观察表收集数据。在构成研究区域的15个病房中,有目的地选择了5个病房进行研究。随机选择210名拾荒者,并在每个抽样区出售回收材料的仓库进行问卷调查。收集的资料采用描述性统计和卡方检验进行分析。研究发现,拾荒者以男性为主,平均年龄20.2岁,平均月收入13500奈拉。社会人口因素对拾荒者收入影响的卡方检验显示,拾荒者的年龄、受教育程度、从业时间、婚姻状况与拾荒者的类别有显著相关。性别和替代职业是唯一不显著的因素。研究还表明,废金属和铝是清道夫回收的主要材料,回收率为65.71%,这些材料是根据其经济价值、质量和状态进行回收的。季节差异也影响了拾荒者回收的可回收材料的定价。研究还表明,尽管食腐动物对环境维持、经济增长和减贫做出了重大贡献,但它们的活动仍未得到研究地区地方当局的承认。该研究建议,政府应承认他们作为迈杜古里废物管理部门的重要利益相关者的贡献,使可回收物的种类多样化,建立回收工厂,可以为拾捡者和其他人提供更多的长期就业机会,从而改善经济。此外,将拾荒者成功地纳入正式方案有助于在综合废物管理方案中优化废物收集和回收。如果组织良好,拾荒者可以得到必要的训练,使他们能够克服他们在活动中遇到的挑战,特别是那些与易受危害有关的挑战。
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引用次数: 0
Development of a Computerized System for Fashion Business 服装企业计算机化系统的开发
Pub Date : 2023-03-31 DOI: 10.57233/ijsgs.v9i1.399
J. Ogbiti, Oyaimare Uddin
Although physical storefronts are still widely valuable and used, there has been substantial increase in electronic commerce in the fashion sector in recent years in Nigeria. The fashion sector alone presently accounts for 37% of e-commerce revenues to Nigeria’s economy and the Nigerian eCommerce revenue is led by Electronics & Media with 39.3%, followed by Fashion with 22.3% (Otaru, A. 2022).  The globalization of e-commerce has also had a significant impact on Nigeria’s fashion industry while the wider African e-commerce landscape is being pushed by sales in fashion despite the prevalent challenges. This study provides a literary resource to the body of knowledge of the Nigerian fashion and e-commerce industry. It identifies the key factors that contribute to the success of e-commerce fashion businesses in Nigeria and develops a workable computerized system specifically designed for e-commerce fashion businesses. By leveraging technology, fashion businesses can streamline their operations, improve customer experiences, and stay competitive in the ever-changing fashion industry. Observations were made to understand the current state of the fashion industry and the challenges faced by fashion businesses. Documentation was used to gather information about the history of the fashion industry and the evolution of e-commerce. Interviews were conducted with fashion designers, fashion business owners, e-commerce experts and customers to gain insights into the key factors that contribute to the success of e-commerce fashion businesses. The outcome of this study is a workable computerized system specifically designed for the fashion industry. The system is designed to help fashion businesses streamline their operations, improve customer experiences, and stay competitive in the ever-changing fashion industry.
尽管实体店仍然有广泛的价值和使用,但近年来尼日利亚时尚行业的电子商务已经大幅增加。仅时尚行业目前就占尼日利亚经济电子商务收入的37%,尼日利亚电子商务收入以电子和媒体为首,占39.3%,其次是时尚业,占22.3% (Otaru, A. 2022)。电子商务的全球化也对尼日利亚的时尚产业产生了重大影响,而更广泛的非洲电子商务格局正在受到时尚销售的推动,尽管存在普遍的挑战。本研究为尼日利亚时尚和电子商务行业的知识体系提供了文学资源。它确定了有助于尼日利亚时尚电子商务业务成功的关键因素,并开发了一个专门为时尚电子商务业务设计的可行的计算机化系统。通过利用技术,时尚企业可以简化运营,改善客户体验,并在不断变化的时尚行业中保持竞争力。通过观察了解时尚产业的现状和时尚企业面临的挑战。文件被用来收集有关时尚产业历史和电子商务发展的信息。我们访问了时装设计师、时装企业主、电子商务专家和顾客,以了解促成电子商务时装业务成功的关键因素。本研究的结果是一个可行的计算机系统,专门为时尚行业设计。该系统旨在帮助时尚企业简化运营,改善客户体验,并在不断变化的时尚行业中保持竞争力。
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引用次数: 0
Bone Turnover Markers for Diagnosis of postmenopausal osteoporosis – A review 骨转换标志物在绝经后骨质疏松症诊断中的应用综述
Pub Date : 2023-03-31 DOI: 10.57233/ijsgs.v9i1.402
S. Mada, S. Ibrahim, M. Abarshi, B. Sanusi, P. Abaya, N. Garba, Kabiru Usman, A. Hamza, M. Umar, Muttaka Auwalu, A. Jabbi, Kabiru Samaila
Postmenopausal osteoporosis is an age related skeletal metabolic disorder that affects most elderly women worldwide owing to the loss of estrogen activity, increase in bone turnover rate and circulating level of bone turnover markers. Although osteocalcin, bone specific alkaline phosphatase, and pro-collagen type I N- and C-terminal pro-peptides are considered as the most sensitive markers of bone formation however, they suffer some limitations. Consequently, periostin, sclerostin and dickkopf-1 protein (Dkk-1) are emerging diagnosis markers of bone pathologies and monitoring therapeutic interventions and management of postmenopausal osteoporosis. These markers serve as effective tools for diagnosis of bone disorders, predict reduction in fracture risk, reflect metabolic effect of drugs during bone remodeling and could be used to establish the lowest dose that elicit the required change in bone mineral density. Biological variability from different sources including controllable and uncontrollable factors could serve as the major limitations of these established markers of bone formation (BFMs). This review, therefore focus on the therapeutic applications of selected bone turnover markers for early diagnosis of postmenopausal osteoporosis.
绝经后骨质疏松症是一种与年龄相关的骨骼代谢紊乱,影响全球大多数老年妇女,其原因是雌激素活性降低、骨转换率增加和骨转换标志物循环水平升高。虽然骨钙素、骨特异性碱性磷酸酶、I型前胶原N端和c端前肽被认为是骨形成最敏感的标志物,但它们也有一定的局限性。因此,骨膜蛋白、硬化蛋白和dickkopf-1蛋白(Dkk-1)是新兴的骨病理诊断标志物,并监测绝经后骨质疏松症的治疗干预和管理。这些标志物可作为诊断骨骼疾病的有效工具,预测骨折风险的降低,反映骨重塑过程中药物的代谢作用,并可用于确定引起骨密度所需变化的最低剂量。来自不同来源的生物变异,包括可控和不可控因素,可能是这些已建立的骨形成标志物(BFMs)的主要限制。因此,本文将重点介绍骨转换标志物在绝经后骨质疏松症早期诊断中的应用。
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引用次数: 0
Nanoporous carbon from waste egg shells modified with copper-nanoparticles – An Efficient material for removal of microbial contaminants from polluted water 用铜纳米颗粒修饰的废蛋壳制备的纳米多孔碳-一种去除污水中微生物污染物的有效材料
Pub Date : 2023-01-16 DOI: 10.57233/ijsgs.v8i4.360
T. Izuagie, Saifya A. Muazu, Halilu A. Anka
The paper examines the efficiency of nanoporous carbon modified with copper nanoparticles (nC@CuNPs) for the removal of microbial contaminants from polluted waters. The modified material was prepared by wet impregnation of the unmodified carbon material in a solution of as-prepared Cu-nanoparticles. The materials were characterized by UV-Visible Spectroscopy, Fourier Transform-Infrared (FTIR) Spectroscopy, and Thermogravimetric Analysis. The materials were then investigated for their ability to remove copper and lead using Atomic Absorption Spectroscopy (AAS), methylene blue using Ultraviolet-Visible (UV-Vis) Spectroscopy and microbial contaminants from simulated polluted water. The results showed that in addition to retaining its heavy metals (Cu and Pb), and methylene blue removal capacity, the modified material, nC@CuNPs was efficient in removing microbial contaminants (E. coli and Salmonella) from the polluted water. The study provides an avenue for the provision of easy access to a range of such water purification materials to the increasing world population and contributes towards meeting the United Nationals Sustainable Development Goals (UN SDGs).
本文研究了铜纳米颗粒修饰的纳米多孔碳(nC@CuNPs)去除污染水中微生物污染物的效率。将未改性的碳材料湿浸渍在制备好的铜纳米颗粒溶液中制备改性材料。采用紫外可见光谱、傅里叶红外光谱和热重分析对材料进行了表征。然后用原子吸收光谱(AAS)研究了这些材料去除铜和铅的能力,用紫外可见光谱(UV-Vis)研究了这些材料去除模拟污染水中微生物污染物的能力。结果表明,nC@CuNPs改性材料除保留重金属(Cu和Pb)和去除亚甲基蓝的能力外,还能有效去除污染水中的微生物污染物(大肠杆菌和沙门氏菌)。该研究为不断增长的世界人口提供了方便获取一系列水净化材料的途径,并有助于实现联合国可持续发展目标(UN SDGs)。
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引用次数: 0
Mixed Convection Flow in a Micro-channel in the Presence of Magnetic Field and Thermal Property 微通道中存在磁场和热特性的混合对流流动
Pub Date : 2023-01-16 DOI: 10.57233/ijsgs.v8i4.366
Hamza M. Murtala, U. Abdullahi, Samaila K. Ahmad, E. Omokhuale
The fully developed MHD mixed convection flow in a micro channel having variable thermal conductivity is considered. The velocity slip and temperature jump at both plates were taken into consideration. The effects of various flow parameters entering into the problem such as Hartmann number, variable thermal conductivity, mixed convection parameter, rarefaction parameter, fluid-wall interaction parameter and wall-ambient temperature difference ratio were discussed with the aid of line graphs. It is revealed that greater values of variable thermal conductivity tend to significantly improve the temperature and velocity gradients respectively. Furthermore, mixed convection parameter, significantly influence the flow pattern.
考虑了微通道中充分发展的变导热MHD混合对流。考虑了两个板块的速度滑移和温度跳变。利用折线图讨论了哈特曼数、变导热系数、混合对流参数、稀薄参数、流-壁相互作用参数和壁-环境温差比等流动参数对问题的影响。结果表明,变导热系数越大,温度梯度和速度梯度就越明显。此外,混合对流参数对流型有显著影响。
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引用次数: 0
Effects of Garlic (Allium sativum) on Growth and Haematological Parameters in African Catfish (Clarias gariepinus) Juveniles 大蒜对非洲鲶鱼(Clarias gariepinus)幼鱼生长和血液参数的影响
Pub Date : 2023-01-16 DOI: 10.57233/ijsgs.v8i4.364
Jabbi A.M., Ayeku P.O., Asiru R.A., Sani K.A.
Fishes are most abundant aquatic vertebrates; they are being consumed by humans as protein supplements and as well serve as raw materials in drugs industries and source of foreign exchange. Juveniles Clarias gariepinus were sourced from ABU Institute of Agriculture Mando, Zaria Kaduna State and acclimatized for two weeks and fed 4mm Bluecrown feed containing 45% crude protein diet at 3% body weight twice daily at 12hours interval. Feed was formulated with garlic extract in to five groups; A (0.0g/kg), B (0.5g/kg), C (1.0g/kg), D (2.0g/kg) and E (5.0g/kg) diet. Fishes were grouped into five (triplicates) and feed different diets. Fish fed with 0.5g/kg garlic mixture supplemented diet increases significantly in growth when compared with the control groups and those other groups fed with 1.0 g/kg, 2.0 g/kg and 5.0 g/kg Garlic supplement. Similarly, among dietary groups, food conversion ratio (FCR) improved significantly (p < 0.05) in fish fed with 1.0 g/kg and 0.5 g/kg Garlic supplemented diet when compared with those fed with D (2.0 g/kg), D (5.0 g/kg) and control (0.0 g/kg). Percentage weight gain, mean weight and survival rate decreases as garlic supplements in the diets increases. Differences observed in packed cell volume (PCV) and White blood cell (WBC) were significantly high in 0.5g/kg garlic supplemented groups (PCV 33% and WBC 23.1 x103µL-1) when compared with the control group (PCV 27% and WBC 19.1 x103µL-1) and other groups with higher garlic supplements. Overall, fish fed with 0.5 g/kg garlic mixture extracts had improved haematological indices when compared with those fed with higher concentrations and control group. The study concluded that, 0.5g/kg level of garlic could effectively improve the growth performance, healthier and survival rate of Clarias gariepinus. This study was conducted to evaluate the dietary effects of garlic on growth and haematological parameters of Clarias gariepinus.
鱼类是最丰富的水生脊椎动物;它们被人类作为蛋白质补充剂食用,也被用作制药业的原料和外汇来源。采自扎里亚·卡杜纳州Mando市ABU农业研究所的加里epinclarias幼鱼,经过2周的驯化,饲喂4mm、含45%粗蛋白质、3%体重的蓝冠饲料,每隔12小时饲喂2次。饲料中添加大蒜提取物,分为5组;(0.0克/公斤),B (0.5 g / kg), C (1.0 g / kg)、D (2.0 g / kg)和E (5.0 g / kg)的饮食。鱼被分成5组(3组),饲喂不同的饲料。饲料中添加0.5g/kg大蒜混合物显著高于对照组和饲料中添加1.0 g/kg、2.0 g/kg和5.0 g/kg大蒜的其他组。同样,在饲料组中,饲料中添加1.0 g/kg和0.5 g/kg大蒜的鱼的食物转化率显著高于饲料中添加D (2.0 g/kg)、D (5.0 g/kg)和对照组(0.0 g/kg)的鱼(p < 0.05)。随着饲料中大蒜添加量的增加,增重百分比、平均体重和存活率都有所下降。与对照组(PCV 27%, WBC 19.1 x103µL-1)和其他大蒜添加量较高的组相比,0.5g/kg大蒜添加组(PCV 33%, WBC 23.1 x103µL-1)的堆积细胞体积(PCV)和白细胞(WBC)差异显著。总体而言,饲喂0.5 g/kg大蒜混合提取物的鱼与饲喂较高浓度和对照组相比,血液学指标有所改善。综上所述,0.5g/kg水平的大蒜可有效提高鸡Clarias gariepinus的生长性能、健康状况和成活率。本试验旨在研究饲料中添加大蒜对加里平Clarias gariepinus生长和血液参数的影响。
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引用次数: 0
Growth Performance of Clarias gariepinus Fingerlings Fed with Allium sativum Extract as Natural Feed Additives 葱提取物作为天然饲料添加剂对加里宾Clarias gariepinus鱼种生长性能的影响
Pub Date : 2023-01-16 DOI: 10.57233/ijsgs.v8i4.367
Jabbi A.M., Asiru R.A., Ayeku P.O., Sani K.A.
Fish is an important aspect of global dietary consumption and its demand makes it an important source of income and means of livelihood. 120 Clarias gariepinus fingerlings were sourced from Nagwamatse Farms Gusau, Zamfara State. They were acclimatized for 14 days and fed 4mm Bluecrown containing 45% crude protein diet at 3% body weight twice daily at 12hours interval and later subjected to varying concentrations of garlic extract for the period of twelve weeks. Cloves of garlic were sorted to remove the off types. Garlic dried scales were removed to allow easy air-dry in the laboratory. Dried samples were pulverized using mechanical blender. Ethanolic extraction was done using 100g of powdered samples to 500ml of ethanol. The extract was used to compound fish feed in three treatment (0.5%, 1% and 1.5%). The C. gariepinus samples were divided into eight groups (three treatments and a control with one replicates each). Water parameters were measured daily. The average highest mean weight gain was recorded in 1% extract treatment with 155.8±6.4 and the least mean weight was observed in the fish fed with 0.5g/kg of concentrates (140.5±8.73). C. gariepinus showed evidence of positive growth response however, high and very low concentrations of garlic extracts had lower positive growth response. Further research should be carried out on the physiological effects of high concentration, its durational effects and, palatability test to further ascertain its potency. The aim of this research study was to evaluate the growth performance of Clarias gariepinus fingerlings fed with diets containing varying concentrations of Allium sativum extract.
鱼类是全球膳食消费的一个重要方面,其需求使其成为重要的收入来源和生活手段。120只Clarias gariepinus鱼种来自Zamfara州的Nagwamatse Farms Gusau。驯化14 d后,每天2次,间隔12小时,饲喂4mm、含45%粗蛋白质、体重3%的蓝冠饲料,然后饲喂不同浓度的大蒜提取物,为期12周。将蒜瓣进行分类,去掉不合格的品种。大蒜干燥鳞片被去除,以便在实验室中容易风干。干燥的样品用机械搅拌机粉碎。用100g粉末样品与500ml乙醇进行乙醇提取。将该提取物分为0.5%、1%和1.5%三种处理,分别与鱼饲料配制。将加里宾库蚊样本分为8组(3个处理和1个对照,每组1个重复)。每天测量水的参数。平均增重最高的是1%精料处理,为155.8±6.4,最低的是0.5g/kg精料处理,为140.5±8.73。大蒜提取物浓度高、浓度极低时,大蒜提取物的生长反应较弱。应进一步研究高浓度的生理效应、持续效应和适口性试验,以进一步确定其效力。本试验的目的是研究不同浓度的葱提取物对加里平Clarias gariepinus鱼种生长性能的影响。
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引用次数: 0
Comparative Between Three Machine Learning Algorithms to Predict and Improve Students’ Academic Performance 预测和提高学生学习成绩的三种机器学习算法的比较
Pub Date : 2023-01-16 DOI: 10.57233/ijsgs.v8i4.365
Bashiru Aliyu Sani, Samaila Baoku I.G, Bashir Jamilu Ahmed, Samaila Musa
The greatest aim of every educational setup is giving the best educational experience and knowledge to the students. Discovering the students who need extra support and guidance so as to carry out the necessary actions to enhance their performance plays an important role in achieving that aim. In this research work, three machine learning algorithms have been used to build a classifier that can predict the performance of the students in higher institutions considering three Tertiary institutions which are: Federal University Dutsinma, Katsina State, Abdu Gusau Polytechnic Talata Mafara and College of Education Maru, Zamfara State. The machine learning algorithms includ: Support Vector Machine, Linear Regression and Stochastic Gradient descent algorithms. The models have been compared using the Mean Absolute Error, Mean Square Error and Root Mean Square Error classification accuracy. The dataset used to build the models is collected based on a survey given to the students and the students’ grade book. The support vector machine model achieved the best performance that is equal to 99.1%.
每一个教育机构的最大目标是给学生最好的教育经验和知识。发现需要额外支持和指导的学生,以便采取必要的行动来提高他们的表现,在实现这一目标方面发挥着重要作用。在这项研究工作中,使用了三种机器学习算法来构建一个分类器,该分类器可以预测高等院校学生的表现,考虑到三所高等院校:杜辛马联邦大学,卡齐纳州,Abdu Gusau理工学院塔拉塔马马拉和教育学院马鲁,扎姆法拉州。机器学习算法包括:支持向量机、线性回归和随机梯度下降算法。用平均绝对误差、均方误差和均方根误差对模型的分类精度进行了比较。用于建立模型的数据集是根据对学生的调查和学生的成绩册收集的。支持向量机模型达到了99.1%的最佳性能。
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International Journal of Science for Global Sustainability
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