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Contribution of Participatory Forest Management Program in Non-Timber Forest Products to balance Livelihood Improvement and Conservation: a case of Sera Forest, Amigna District, Southern Ethiopia 参与式森林管理项目在非用材林产品中对平衡生计改善和保护的贡献:以埃塞俄比亚南部阿米尼亚地区塞拉森林为例
Pub Date : 2023-11-04 DOI: 10.4314/mejs.v15i2.6
Leul Kidane, Abu Balke, Ingvar Backéus
Non-Timber Forest Products (NTFPs) have a significant role as a local source of medicine, fiber, forage, and sustenance and offer income opportunities mainly in rural families. As sustainable use of NTFPs is imperative to provide ecosystem services and biological resources, this study focused on the identification and documentation of plant species used for NTFPs, their availability, and conservation status in Sera Forest, Oromia Regional State, Ethiopia. The study applied a combination of plant ecological and ethnobotanical methods. Ethnobotanical data were gathered through semi-structured questionnaires and interviews which involved 206 randomly sampled general and 24 purposively selected key informants, group discussions, guided field walks, and market surveys. Data were analyzed and presented using analytical methods of ethnobotany, including descriptive statistics, informant consensus factor (ICF), and ranking. Species diversity, richness, and evenness were also computed using Shannon–Wiener diversity indices. A total of 137 plant species belonging to 49 families used as a source of NTFPs were documented from the study area. Eleven major use categories of the NTFPs were identified. Out of these, medicine, firewood, charcoal making, and construction materials were the most dominant uses requiring large volumes of NTFPs. Direct matrix ranking of plant species with multipurpose use revealed, that Hagenia abyssinica was ranked highest, followed by Olea europaea ssp cuspidata, Grewia mollis, Croton macrostachyus, Ximenia americana and Carissa spinarum. Local communities of the study area possess rich indigenous knowledge in the regulation of grazing and extraction of forest products, forest patrolling, firebreak clearance and maintenance, selective preservation of tree species and nursery activities focused on the restoration of indigenous woody species, which all help in using their natural resources for sustainable livelihood. Sera forest is rich in NTFP-bearing plants and associated indigenous conservation knowledge. However, nowadays illegal timber extraction, grazing, over-harvesting of NTFPs, farm expansion, and fire hazards are found to be threatening the plant resources, irrespective of the Participatory Forest Management (PFM) principles. Therefore, it is important to have strong evaluation and monitoring mechanisms for setting harvesting quantities and regulating types of collection. Besides developing a sense of ownership, and responsibility, integrating their traditional forest management practices with modern conservation approaches is desirable for higher livelihood outcomes with lower environmental impacts.
非木材林产品作为当地药品、纤维、饲料和食物来源发挥着重要作用,主要为农村家庭提供收入机会。鉴于非森林保护区的可持续利用是提供生态系统服务和生物资源的必要条件,本研究重点研究了埃塞俄比亚奥罗米亚州塞拉森林非森林保护区利用的植物物种的鉴定和记录、它们的可得性和保护状况。本研究采用植物生态学和民族植物学相结合的方法。通过半结构化问卷和访谈收集民族植物学数据,其中包括随机抽样的206名一般和24名有目的选择的关键线人,小组讨论,引导实地步行和市场调查。使用民族植物学的分析方法对数据进行分析和呈现,包括描述性统计、信息者共识因子(ICF)和排名。利用Shannon-Wiener多样性指数计算物种多样性、丰富度和均匀度。研究区共记录到49科137种植物作为ntfp来源。确定了11个主要用途类别。其中,医药、柴火、木炭制造和建筑材料是需要大量非烟草烟草制品的最主要用途。综合利用植物种类的直接基质排序结果显示,深谷草排序最高,其次是油橄榄(Olea europaea ssp cuspidata)、绿豆(Grewia mollis)、Croton macrostachyus、Ximenia americana和Carissa spinarum。研究区域的当地社区在放牧和采伐林产品、森林巡逻、防火林清除和维护、树种选择性保护和以恢复本地木本物种为重点的苗圃活动等方面拥有丰富的土著知识,这些都有助于利用自然资源实现可持续生计。色拉林拥有丰富的ntfp植物和相关的土著保护知识。然而,目前发现非法采伐木材、放牧、过度采伐非森林保护区、农场扩张和火灾危险正在威胁植物资源,而不顾参与式森林管理(PFM)原则。因此,必须建立强有力的评估和监测机制,以确定采伐数量和规范采伐类型。除了培养主人翁意识和责任感外,将传统的森林管理实践与现代保护方法相结合是提高生计成果和降低环境影响的理想选择。
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引用次数: 0
Structural, Dielectric, Complex Impedance and Magnetoelectric Properties of the (1-x) KNbO3 - xMgFe2O4 Composites (1-x) KNbO3 - xMgFe2O4复合材料的结构、介电、复阻抗和磁电性能
Pub Date : 2023-11-04 DOI: 10.4314/mejs.v15i2.8
Tesfakiros Woldu
Ferrite-ferroelectric nanoparticle composites have a promising potential for a wider range of applications for the manufacturing of new-generation devices due to the tenability of their electric and magnetic orders. In this present work, room-temperature magnetoelectric (ME) coupling studies of KNbO3/MgFe2O4 composites having a general formula (1-x) KNbO3 - xMgFe2O4 (where x = 0, 0.1, 0.3, 0.5, 0.7, 0.9, 1) is presented. The presence of the cubic spinel-ferrite phase of MgFe2O4 and the orthorhombic ferroelectric phase of KNbO3 were confirmed by the structural analysis which was employed using X-ray diffraction (XRD), Raman spectroscopy, and morphology and grain size using Transmission electron microscopy (TEM). Magnetization versus magnetic field (M-H) measurements conform to ferromagnetic ordering and show improved magnetization with the increase in the ferrite phase. The existence of coupling between ferroelectric and ferromagnetic ordering was performed using a lock-in amplifier ME measurement setup. All the composite samples show good linear magnetoelectric coupling that increases with increasing ferrite content. This composite nanostructure with a well-defined interface provides the possibility of an ideal model of room temperature ME coupling which is significant from the technological point of view for a variety of miniaturized next-generation device applications.
铁氧体-铁电纳米粒子复合材料由于其电序和磁序的可持续性,在新一代器件的制造中具有更广泛的应用前景。本文介绍了具有通式(1-x) KNbO3 - xMgFe2O4(其中x = 0,0.1, 0.3, 0.5, 0.7, 0.9, 1)的KNbO3/MgFe2O4复合材料的室温磁电耦合研究。通过x射线衍射(XRD)、拉曼光谱(Raman)和透射电子显微镜(TEM)的形貌和晶粒尺寸分析,证实了MgFe2O4的立方尖晶石-铁素体相和KNbO3的正交铁电相的存在。磁化强度与磁场(M-H)的测量符合铁磁有序,并显示磁化强度随着铁氧体相的增加而提高。利用锁相放大器ME测量装置验证了铁电有序和铁磁有序之间存在耦合。所有复合样品均表现出良好的线性磁电耦合,并随铁氧体含量的增加而增强。这种具有良好定义界面的复合纳米结构提供了室温ME耦合的理想模型的可能性,从技术角度来看,这对于各种小型化的下一代器件应用具有重要意义。& # x0D;
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引用次数: 0
An Engineering Geological Appraisal of the Leakage Problem in Dora-1 Earthen Dam, Tigray: Implications for its Stability 提格雷多拉1号土坝渗漏问题的工程地质评价及其稳定性启示
Pub Date : 2023-11-04 DOI: 10.4314/mejs.v15i2.2
Gebremedhin Berhane, Yowhans Birhanu
Leakage is one of the major problems facing the functionality and sustainability of dams. It occurs through the embankment body, reservoir, foundation, and abutments. This study was conducted to identify the main causes of the leakage problem at the Dora-1 dam, located in the northern part of Ethiopia. It is an earthfill dam with a height of 43.5 m, crest length of 454 m, and reservoir capacity of 4.67 million cubic meters. Part of the embankment body was wet and swampy up to 20 m high from the ground due to leaking water. Geological investigation, laboratory test of the construction materials (including grain size analysis, specific gravity and water absorption, Atterberg limit, free swell, dispersion, permeability, and shear strength), and electrical resistivity investigation were used to identify and pinpoint the possible causes of the leakage problem. Results of the study show that the favorable geological features responsible for the occurrence of leakage include: (a) geological contact between sandstone and moderately to highly weathered basalt unit at the left abutment, (b) the gravelly sand deposit at the central foundation and (c) dyke outcrop at the river course within the reservoir running in the upstream-downstream direction. Results of laboratory tests for clay core show medium to high compressibility, good to poor workability, and semi-pervious to impervious permeability when compacted. The water absorption and the percentage finer of the filter material don’t satisfy the filter criteria and the shell material was found to be semi-previous. The anomalous in the resistivity survey result confirms the situation. Slope stability analysis of the embankment showed instability conditions at full reservoir level. Close follow-up and a downstream stabilization structure, including rock and gravel support, were recommended. Construction material; Embankment dam; Site investigations; Ethiopia.
渗漏是大坝功能和可持续性面临的主要问题之一。它通过堤防体、水库、基础和桥台发生。进行这项研究是为了确定位于埃塞俄比亚北部的Dora-1大坝渗漏问题的主要原因。土坝高43.5米,坝顶长454米,库容467万立方米。由于漏水,部分堤防体离地面高达20米,是潮湿的沼泽。通过地质调查、建筑材料的室内测试(包括粒度分析、比重和吸水率、阿特伯格极限、自由膨胀、分散、渗透性和抗剪强度)和电阻率调查,识别和查明泄漏问题的可能原因。研究结果表明,造成渗漏的有利地质特征有:(a)左侧坝肩处砂岩与中高风化玄武岩单元的地质接触,(b)中央地基处砾石砂沉积,(c)水库内上下游方向河道处堤防露头。室内试验结果表明,粘土岩心压实后压缩性中至高,工作性好至差,渗透性半透至不透。滤料的吸水率和百分细度均不符合过滤标准,且发现壳料为半成品。电阻率测量结果中的异常证实了这一情况。路堤边坡稳定性分析显示了库区满水位时的失稳状况。建议采用严密的跟踪和下游稳定结构,包括岩石和砾石支架。 建筑材料;路堤大坝;网站调查;埃塞俄比亚。
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引用次数: 0
Meat Yield and the Length–Weight Relationships of the Narrow‐Clawed Crayfish, Pontastacus leptodactylus (Eschscholtz, 1823) 窄爪小龙虾(Pontastacus leptodactylus)的肉产量和长重关系(Eschscholtz, 1823)
Pub Date : 2023-11-04 DOI: 10.4314/mejs.v15i2.4
Fatih Boyalık, Selçuk Berber, Semih Kale
The present study investigated the length-weight relationships and meat yield of narrow-clawed crayfish, Pontastacus leptodactylus (Eschscholtz, 1823), in Kocahıdır Irrigation Reservoir. Between July 2015 and June 2016, a total of 653 individuals (255 females and 398 males) were sampled, and their carapace lengths (CL), total lengths (TL), and total weights (TW) were measured. The female-to-male ratio for the entire population was found to be 0.64:1.00. The results showed that the CL of the narrow-clawed crayfish ranged between 37 and 90 mm (39-79 mm for females and 37-90 mm for males), while the TW ranged from 10.10 to 165.61 g (11.13-90.01 g for females and 10.16-165.61 g for males). The TL of female individuals was 114.09 mm, with a weight of 40.43 g, while the TL of male individuals was 116.32 mm, with a weight of 53.45 g. The ratio of individuals above the minimum legal-size limit of 100 mm was determined to be 80.70% for the crayfish population in Kocahıdır Irrigation Reservoir. Regression analysis indicated that the TL-TW and CL-TW relationships for female narrow-clawed crayfish exhibited negative allometric growth, while males showed positive allometric growth in terms of the TL-TW relationship and isometric growth in terms of the CL-TW relationship. Isometric growth was observed in the whole population for both male and female individuals in terms of TL-TW and CL-TW characteristics. Female individuals with carapace lengths ranging from 43-82 mm had a chelae meat yield of 2.48%, an abdomen meat yield of 11.38%, and a total meat yield of 13.85%. Male narrow-clawed crayfish with carapace lengths ranging from 35 to 90 mm had a chelae shear meat yield of 4.13%, an abdomen meat yield of 10.52%, and a total meat yield of 14.64%.
本文研究了Kocahıdır灌溉水库中窄爪小龙虾Pontastacus leptodactylus (Eschscholtz, 1823)的长重关系和产肉量。2015年7月至2016年6月,共采集了653只(雌性255只,雄性398只),测量了它们的甲壳长度(CL)、总长度(TL)和总重量(TW)。整个人口的男女比例为0.64:1.00。结果表明,窄爪螯虾的CL值为37 ~ 90 mm(雌39 ~ 79 mm,雄37 ~ 90 mm), TW值为10.10 ~ 165.61 g(雌11.13 ~ 90.01 g,雄10.16 ~ 165.61 g)。雌虫TL为114.09 mm,重40.43 g,雄虫TL为116.32 mm,重53.45 g。Kocahıdır灌溉水库小龙虾种群中,超过100 mm最小法定尺寸的个体比例为80.70%。回归分析表明,雌性窄爪螯虾的TL-TW和CL-TW关系表现为负异速生长,雄性窄爪螯虾的TL-TW关系和CL-TW关系表现为正异速生长。在TL-TW和CL-TW特征方面,整个种群中雄、雌个体均呈等长生长。甲壳长度为43 ~ 82 mm的雌虫螯肉产量为2.48%,腹肉产量为11.38%,总肉产量为13.85%。甲壳长度为35 ~ 90 mm的雄性窄爪小龙虾螯合肢剪切肉产率为4.13%,腹部肉产率为10.52%,总肉产率为14.64%。
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引用次数: 0
Nano-Zirconia Synthesis Methods and their Pioneering Applications in Dentistry 纳米氧化锆合成方法及其在牙科领域的开创性应用
Pub Date : 2023-11-04 DOI: 10.4314/mejs.v15i2.1
Ikhazuagbe H Ifijen, Ngozi M Uzoekwe, Ewanole B Ohiocheoya, John A Osarobo, Selina I Omonmhenle
Nano-zirconia, also known as nanocrystalline zirconia or zirconia nanoparticles, is a versatile material with numerous applications in various fields, including catalysis, sensors, energy storage, and biomedical engineering. This review manuscript explores the synthesis methods of nano-zirconia, focusing on the sol-gel method, precipitation method, hydrothermal method, flame spray pyrolysis, and template-assisted synthesis. Each method is discussed in detail, highlighting its advantages and disadvantages. The selection of a synthesis approach depends on factors such as desired properties, scalability, cost, and equipment availability. Furthermore, the study examines specific dental applications where nano-zirconia materials find utility. In dental implantology, nano-zirconia implants have shown promising results in terms of osseointegration, with comparable or superior performance to titanium implants. Surface modifications, such as bioactive coatings, have been explored to enhance osseointegration and long-term success. Additionally, nano-zirconia ceramics have been utilized in dental prostheses, such as crowns, due to their biocompatibility and exceptional strength. Studies have evaluated the mechanical properties and translucency of different zirconia compositions for dental restorations. Moreover, improvements in the sol-gel process have led to the development of zirconia-silica glass ceramics with enhanced aesthetics and corrosion resistance. Lastly, the impact of professional tooth cleaning on zirconia dental prostheses has been investigated, providing insights into surface properties and bacterial adherence. Overall, nano-zirconia materials offer great potential in various dental applications, and their synthesis methods can be tailored to obtain desired properties for specific uses. Further research and optimization are required to fully explore and exploit the capabilities of nano-zirconia in dental settings.
纳米氧化锆,又称纳米晶氧化锆或纳米氧化锆,是一种用途广泛的材料,在催化、传感器、储能和生物医学工程等各个领域都有广泛的应用。本文综述了纳米氧化锆的合成方法,重点介绍了溶胶-凝胶法、沉淀法、水热法、火焰喷雾热解法和模板辅助合成法。对每种方法进行了详细的讨论,突出了其优点和缺点。综合方法的选择取决于所需的特性、可伸缩性、成本和设备可用性等因素。此外,该研究还考察了纳米氧化锆材料在牙科领域的具体应用。在牙科种植方面,纳米氧化锆种植体在骨整合方面显示出良好的效果,其性能与钛种植体相当或更好。表面修饰,如生物活性涂层,已被探索以增强骨整合和长期成功。此外,纳米氧化锆陶瓷由于其生物相容性和特殊的强度,已被用于牙科修复,如冠。研究评估了不同氧化锆成分用于牙体修复的力学性能和半透明性。此外,溶胶-凝胶工艺的改进导致了锆-硅玻璃陶瓷的发展,具有增强的美观性和耐腐蚀性。最后,研究了专业牙齿清洁对氧化锆义齿的影响,提供了表面特性和细菌粘附性的见解。总的来说,纳米氧化锆材料在各种牙科应用中提供了巨大的潜力,它们的合成方法可以根据特定用途定制所需的性能。为了充分挖掘和利用纳米氧化锆在牙科领域的应用能力,还需要进一步的研究和优化。
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引用次数: 0
First occurrence of rudderfish Centrolophus niger (Gmelin, 1789) in the Edremit Bay (Northern Aegean Sea, Türkiye) with the maximum length record for Turkish Seas 尼日尔菱鲆(centrrolophus niger, Gmelin, 1789)首次出现在Edremit湾(北爱琴海,土耳其),并有最长长度记录
Pub Date : 2023-11-04 DOI: 10.4314/mejs.v15i2.3
Özgür Cengiz, Şükrü Şenol Paruğ, Kadir Berkay Aydemir
Climate change is one of the crucial factors affecting the geographical distribution of fish species. However, the maximum size is an indication of whether there is overfishing pressure on a fish species or the current ecological conditions in which it is located. A single specimen of recently died (rigor mortis has not yet formed) Centrolophus niger was incidentally found inshore on January 27, 2023, off the Burhaniye coast (Edremit Bay, Northern Aegean Sea, Türkiye). The present study indicates both the first observation of C. niger for Edremit Bay and its maximum length for Turkish seas.
气候变化是影响鱼类地理分布的重要因素之一。然而,鱼类的最大尺寸是一种鱼类是否受到过度捕捞压力或其所处的当前生态条件的指标。2023年1月27日,在Burhaniye海岸(北爱琴海Edremit Bay, trkiye)附近偶然发现了一个最近死亡(尸体僵硬尚未形成)的尼日尔中lophus标本。本研究表明尼日尔弧菌在Edremit湾首次出现,在土耳其海出现最长。
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引用次数: 0
Susceptibility of Solanum melongena L/Solanaceae to Drought at Different Growth Stages 茄科植物茄科植物不同生育期对干旱的敏感性
Pub Date : 2023-11-04 DOI: 10.4314/mejs.v15i2.5
Ezekiel Dare OLOWOLAJU, Mutairu Abiodun ADEJUMO, Kehinde Mary POPOOLA, Gideon Olarewaju OKUNLOLA
The study on the susceptibility of Solanum melongena to drought at different growth stages was conducted in the 2019 and 2020 growing seasons. S. melongena is one of the most relevant agricultural crops in the tropics and subtropical regions of Africa. However, drought has a significant effect on the rate of growth and fruit yield of the crop. However, the growth stage at which S. melongena is vulnerable to the effect of drought needs detailed research and clarification which is the focus of this study. Key morphological traits such as shoot height, number of leaves and branches, and leaf area and water-related physiological indices such as leaf area ratio, net assimilation rate, root shoot ratio, tissue water content including aboveground biomass, leaf relative water content, chlorophyll pigments, osmolytes accumulation, and antioxidants were observed and measured to find the effect of drought at different growth level. The result revealed that the morphological traits, water-related physiological indices, aboveground biomass, leaf relative water content, photosynthetic pigments, antioxidants such as alkaloids and flavonoids of S. melongena were drastically reduced under drought throughout the growth period, associated with vegetative, flowering, and fruiting stage. Osmolytes such as phenol and proline were more enhanced. Across the growth stages, S. melongena subjected to drought at the vegetative stage has exhibited the lowest performance in the measured parameters and has the lowest critical value. S. melongena at the vegetative stage was more vulnerable to drought than the flowering and fruiting stage. Susceptibility to drought of the crop at the vegetative stage can lead to poor growth and yielding.
选取2019年和2020年两个生长季,对茄茄不同生长阶段的干旱敏感性进行了研究。龙葵是非洲热带和亚热带地区最重要的农作物之一。然而,干旱对作物的生长速度和果实产量有显著影响。然而,龙舌兰在哪个生长阶段容易受到干旱的影响,需要详细的研究和澄清,这是本研究的重点。通过对茎高、枝叶数、叶面积等关键形态性状和叶面积比、净同化率、根冠比、组织含水量(包括地上生物量)、叶片相对含水量、叶绿素色素、渗透产物积累和抗氧化剂等水分相关生理指标的观察和测量,发现不同生长水平下干旱的影响。结果表明:在干旱胁迫下,黑龙花的形态特征、水分生理指标、地上生物量、叶片相对含水量、光合色素、生物碱和黄酮类抗氧化剂等含量在整个生育期均显著降低,且与营养期、开花期和结实期有关。渗透性物质如苯酚和脯氨酸更强。在各生育期中,营养期干旱条件下的龙葵在各测量参数中表现最差,临界值也最低。营养期的龙葵比花期和结实期的龙葵更容易受到干旱的影响。作物在营养阶段对干旱的敏感性会导致生长不良和产量下降。
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","PeriodicalId":18948,"journal":{"name":"Momona Ethiopian Journal of Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135775546","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effect of Polymerization Variables on the Electrical Conductivity of Polyaniline Functionalized Cotton Textiles 聚合参数对聚苯胺功能化棉织物电导率的影响
Pub Date : 2023-11-04 DOI: 10.4314/mejs.v15i2.7
Tesfamariam TEKLU
Polyaniline functionalized cotton textiles were synthesized via in situ oxidative polymerization of aniline using hydrated ferric chloride solution in acidic media. Variation in conductivity was examined against polymerization variables such as amount of aniline, oxidant, reaction media, and time. Effects of polyaniline functionalization on the structural features of cotton textiles at optimum polymerization conditions were screened by FT-IR, TGA, and SEM instruments. FT-IR profiles at 1440 cm-1 and 1560 cm-1 proved the existence of benzoid and quinoid rings within the cotton structure, which confirmed the introduction of polyaniline in its conductive form, emeraldine salt. Thermal studies revealed the existence of polyaniline, which further enhanced the thermal stability of cotton textiles. SEM microstructure also proved the formation of nonuniform surfaces with a considerable amount of debris, buds, and channels due to the inclusion of polyaniline. Polyaniline functionalization has shown substantial enhancement of electrical conductivity by changing insulating cotton to semiconductor. At optimum polymerization variables ([aniline] = 1 M, [oxidant] = 1 M, [acid] = 0.5 M, and time = 24 hrs), maximum conductivity was registered at 7.63 X 10-3 S/cm, which is equivalent to the conductivity of semiconductor materials.
在酸性介质中用水合氯化铁溶液对苯胺进行原位氧化聚合,合成了聚苯胺功能化棉织物。电导率的变化考察了聚合变量,如苯胺的量,氧化剂,反应介质和时间。利用红外光谱(FT-IR)、热重分析仪(TGA)和扫描电子显微镜(SEM)研究了聚苯胺功能化对最佳聚合条件下棉织物结构特征的影响。在1440 cm-1和1560 cm-1处的FT-IR曲线证明了棉花结构中存在苯甲酸和醌类环,这证实了聚苯胺以导电形式——祖母绿盐的引入。热学研究表明,聚苯胺的存在进一步提高了棉织物的热稳定性。SEM微观结构也证明了由于聚苯胺的包裹,形成了含有大量碎屑、芽和通道的不均匀表面。聚苯胺功能化通过将绝缘棉转变为半导体,显示出电导率的显著提高。在最佳聚合变量([苯胺]= 1 M,[氧化剂]= 1 M,[酸]= 0.5 M,时间= 24小时)下,最大电导率为7.63 X 10-3 S/cm,相当于半导体材料的电导率。
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","PeriodicalId":18948,"journal":{"name":"Momona Ethiopian Journal of Science","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2023-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135775545","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design and Analysis of Urban Land Lease Price Predicting Model Using Batch Gradient Descent Algorithm 基于批量梯度下降算法的城市土地租赁价格预测模型设计与分析
IF 0.3 Pub Date : 2023-05-21 DOI: 10.4314/mejs.v15i1.7
Kifle Berhane Niguse
Standard and econometric models are appropriate for causal relationships and interpretations among facets of the economy. But with prediction, they tend to over-fit samples and simplify poorly to new, undetected data. This paper presents a batch gradient algorithm for predicting the rice of land with large datasets. This paper uses a batch gradient descent algorithm to minimize the cost function,  iteratively with possible combinations of the number of iterations i=1500 and learning rates, of 0.01, 0.02, 0.03 for the linear regression case and i = 100, 0.3, 0.2, and 0.1 for the multiple regression case. The paper uses Octave-4.0.3(GUI) for implementing 129 samples of the lease bid price of Mekelle City as training sets and feature inputs of two and three for linear regression and multiple regressions. Using  = 0.01, the best fitting parameters found by training the dataset are with a cost of J=67.82. The model predicts with an accuracy of 92.6% using LR and 91.15% using MLR for a 315 m2 land size. As the learning rate increases, the fitting parameters increase and decrease respectively with an equal cost but the model’s prediction error increments slowly. With multiple regression, as the learning rate lowers, the model under fits prediction drastically (with an accuracy of 60%) with gradient descent and predicts with an accuracy of 91.5% with ordinary equations. So, prediction with ordinary equations provides the best fit for multiple regressions.
标准和计量经济模型适用于经济各方面之间的因果关系和解释。但在预测中,它们往往会过度拟合样本,对新的、未检测到的数据简化得很差。提出了一种用于大数据集土地水稻预测的批量梯度算法。本文使用批量梯度下降算法迭代最小化代价函数,迭代次数i=1500,学习率i= 0.01, 0.02, 0.03对于线性回归,i= 100, 0.3, 0.2, 0.1对于多元回归情况。本文使用Octave-4.0.3(GUI)实现Mekelle市租赁投标价格的129个样本作为训练集,并分别为2和3个特征输入进行线性回归和多元回归。使用= 0.01,通过训练数据集找到的最佳拟合参数的代价为J=67.82。对于315平方米的土地面积,该模型使用LR的预测精度为92.6%,使用MLR的预测精度为91.15%。随着学习率的增加,拟合参数分别以相等的代价增加和减少,但模型的预测误差缓慢增加。在多元回归中,随着学习率的降低,模型采用梯度下降法对预测进行了大幅度拟合(准确率为60%),采用普通方程预测准确率为91.5%。因此,用普通方程进行预测可以为多元回归提供最好的拟合。
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引用次数: 0
Detection of total fumonisins produced by Fusarium verticillioides (Sacc) isolates from maize kernels in Ethiopia 埃塞俄比亚玉米粒中黄萎病镰刀菌(Sacc)总伏马菌素的检测
IF 0.3 Pub Date : 2023-05-21 DOI: 10.4314/mejs.v15i1.2
H. Tsehaye, L. Sundheim, A. Tronsmo, May Bente Brurberg, D. Assefa, Anne Marte Tronsmo
Fusarium verticillioides is the most common fungal pathogen of maize in Ethiopia. Many strains of this pathogen produce fumonisin myotoxins that are harmful to human and animal health. This study was conducted to determine the fumonisin-producing ability of isolates of F. verticillioides isolated from maize kernels collected from different maize- growing areas of the country. Eighty F. verticillioides isolates were grown on autoclaved maize cultures for one month, and the fumonisin content was quantified using Enzyme Linked Immunosorbent Assay (ELISA). All the 80 isolates evaluated were able to produce detectable levels of total fumonisins in the maize culture with values ranging from 0.25 to 38.01 mg of the toxin per kg of culture material (fungal biomass and maize kernels). The mean levels of total fumonisins produced by the F. verticillioides isolates were not significantly (p>0.05) different among maize growing areas, however, the total fumonisins levels produced by isolates obtained from the same area as well as agroecological zones were wide-ranging. The results indicate that the majority (57.5%) of the F. verticillioides isolates associated with maize grains in Ethiopia produced total fumonisins >4 mg/kg, while 35% of the isolates produced total fumonisins <2 mg/kg. The widespread occurrence of higher fumonisin-producing strains across all maize-growing areas in Ethiopia indicates a possible food safety risk. Thus, efforts should be made to prevent the spread of this fungus with good agronomic practices and to implore all possible ways to avoid maize contamination with fumonisin both in the field and in storage.
黄萎病镰刀菌是埃塞俄比亚最常见的玉米真菌病原体。这种病原体的许多菌株产生伏马菌素肌毒素,对人类和动物健康有害。本研究测定了从国内不同玉米种植区玉米籽粒中分离的黄萎病菌产伏马菌素的能力。80株黄萎病杆菌分离株在玉米高压灭菌培养基上培养1个月,采用酶联免疫吸附法(ELISA)定量测定其伏马菌素含量。所有被评估的80个分离株都能够在玉米培养物中产生可检测的总伏马菌素水平,其值为每公斤培养材料(真菌生物量和玉米籽粒)0.25至38.01毫克的毒素。不同玉米产区的黄萎病菌分离株产生的总伏马菌素平均水平差异不显著(p>0.05),但同一地区和不同农业生态区分离株产生的总伏马菌素水平差异较大。结果表明,与埃塞俄比亚玉米籽粒相关的大多数(57.5%)黄萎病杆菌分离株产生总伏马菌素≤4 mg/kg, 35%分离株产生总伏马菌素<2 mg/kg。埃塞俄比亚所有玉米种植区普遍出现产伏马菌素较高的菌株,表明可能存在食品安全风险。因此,应努力通过良好的农艺做法防止这种真菌的传播,并采用一切可能的方法避免伏马菌素在田间和储存中污染玉米。
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Momona Ethiopian Journal of Science
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