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MACHINE LEARNING BASED ESTIMATION OF DRYING CHARACTERISTICS OF APPLE SLICES 基于机器学习的苹果片干燥特性估计
Pub Date : 2022-12-31 DOI: 10.47068/ctns.2022.v11i22.006
N. Çetin
Machine learning algorithms have been usually used in food drying. These models are also effectively used for nonlinear processes such as heat and mass transfer. Estimation of drying characteristics is also important for optimizing drying conditions. Estimating of moisture rate and drying rate ensures accurate and high quality drying of the product under air-convective drying conditions. In this study, drying rate (DR) and moisture ratio (MR) were estimated in air-convective conditions with the use of drying time, moisture content (d.b.), and effective moisture diffusivity as input. In addition, two different validation methodology was performed as k-fold cross validation and train test split. In the present study random forest-RF; multilayer perceptron-MLP; and k-nearest neighbor-kNN were performed to estimate of drying rate and moisture ratio. As a result, correlation coefficients were found above 0.8500 for moisture ratio and 0.8722 for drying rate. The findings show that algorithms could be successfully applied for the estimation of drying rate and moisture ratio.
机器学习算法通常用于食品干燥。这些模型也有效地用于非线性过程,如传热和传质。干燥特性的估计对于优化干燥条件也很重要。水分率和干燥率的估算保证了产品在空气对流干燥条件下的准确和高质量的干燥。在本研究中,使用干燥时间、含水量(d.b.)和有效水分扩散率作为输入,估算了空气对流条件下的干燥速率(DR)和水分比(MR)。此外,采用k-fold交叉验证和训练测试分割两种不同的验证方法。在本研究中,随机森林- rf;多层perceptron-MLP;和k近邻- knn估计干燥速率和水分比。结果表明,水分比的相关系数在0.8500以上,干燥率的相关系数在0.8722以上。结果表明,该算法可以成功地应用于干燥速率和含水率的估计。
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引用次数: 0
DETERMINATION OF THE GENETIC SIMILARITIES/DIFFERENCES OF SOME ANNUAL GRASS VARIETIES 某些一年生草品种遗传异同的测定
Pub Date : 2022-12-31 DOI: 10.47068/ctns.2022.v11i22.012
Mahmut Kaplan, Nadide Kılınc, H. Pınar
This study was conducted to determine the genetic similarities/differences of twenty-five annual grass varieties using the SRAP marker system. While the mean polymorphism rate was determined as 87%, the highest polymorphism was determined in the Me4 Em6, Me4 Em7, Me2 Em13, Me4 Em4, Me4 Em9, Me4 Em11, Me4 Em12, Me2 Em14 and Me3 Em2 primer combinations. The lowest polymorphism rate was obtained from Me3 Em3 (70%) primer combination. According to the dendrogram obtained from the molecular characterization of grass varieties using SRAP molecular markers, great variation was observed between the genotypes. The degree of similarity in the dendrogram varied between 0.54-0.90. According to the findings, it can be said that the SRAP marker system was an effective marker system in determining the genetic similarities and differences between different grass varieties. In addition, the variation obtained among the annual grass varieties used in the study can be used both in the grass application and in breeding programs.
利用SRAP标记系统对25个一年生牧草品种进行遗传异同分析。平均多态性率为87%,其中Me4 Em6、Me4 Em7、Me2 Em13、Me4 Em4、Me4 Em9、Me4 Em11、Me4 Em12、Me2 Em14和Me3 Em2引物组合多态性最高。Me3 - Em3引物组合多态性最低(70%)。利用SRAP分子标记对禾草品种进行分子鉴定得到的树形图显示,不同基因型间存在较大差异。树状图的相似度在0.54 ~ 0.90之间。综上所述,SRAP标记体系是测定不同草品种间遗传异同的有效标记体系。此外,本研究中所获得的一年生草品种间的变异可用于牧草应用和育种计划。
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引用次数: 0
DIVERSITY OF SPONTANEOUS PLANTS IN PUBLIC GARDENS AT ARID ENVIRONMENTS 干旱环境下公共花园自然植物多样性研究
Pub Date : 2022-12-31 DOI: 10.47068/ctns.2022.v11i22.010
Mohammed Souddi, Mohammed El Hafedh Belarouci, M. Bouallala
Public gardens are necessary to improve the quality of life, and wellbeing of urban residents. The objective of this study was to inventory the floristic diversity of spontaneous species in three sites representing different public gardens in southwestern Algeria. To document all spontaneous species present, a total of 64 quadrats were established in August 2021. To express differences in diversity between sites, the species richness and biological diversity index were used. A total of 375 individuals, representing 15 families, 29 genera, and 31 species were recorded. The family Asteraceae is represented by the highest number of species (7 species) followed by Amaranthaceae and Poaceae (5 species), whereas, 10 families are represented by one species each. Therophytes (58.06%) and Chamephytes (16.13%) are relatively high life forms of the vegetation spectra. Phytogeographical analysis of the vegetation in the area revealed the forte representation of cosmopolitan elements. The ranges of diversity indices observed in the three sites were: Shannon- Weaver index (2.99-3.86), Evenness index (0.76-0.88) and Sørensen coefficient (53%-61%). The application of principal component analysis to the data characterized the ecological gradients responsible for the distribution of these taxa at the level of the three sites. This study contains important information on spontaneous plants in arid environments, which should be integrated into the priority of plant genetic resources valorization programs.
公共花园对于提高城市居民的生活质量和福祉是必要的。本研究的目的是调查阿尔及利亚西南部三个代表不同公共园林的自然物种的区系多样性。为了记录所有自然物种,于2021年8月共建立了64个样方。利用物种丰富度和生物多样性指数来表达不同站点间的多样性差异。共记录到375只,隶属于15科29属31种。以菊科最多(7种),其次为苋科和禾本科(5种),10科各1种。热生植物(58.06%)和Chamephytes(16.13%)是植被光谱中较高的生命形式。植被地理分析表明,该地区具有很强的世界性元素。3个样地的多样性指数范围分别为:Shannon- Weaver指数(2.99 ~ 3.86)、均匀度指数(0.76 ~ 0.88)和Sørensen系数(53% ~ 61%)。利用主成分分析方法对3个样点的生态梯度进行了分析。该研究包含了干旱环境下植物自发生长的重要信息,应纳入植物遗传资源增值计划的优先考虑范围。
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引用次数: 1
ASPECTS REGARDING THE ATTACK OF SOME BIODETERIOGENS ON SOME CULT OBJECTS FROM ARGES COUNTY 论阿格斯县某些生物净化剂对某些邪教物品的攻击
Pub Date : 2022-12-31 DOI: 10.47068/ctns.2022.v11i22.020
C. Mihăescu, C. Ponepal, M. Țânțu, G. Brînzea, Nicolae Brinzea, L. Soare, A. Păunescu
Cultural heritage has a cultural significance, which refers to the aesthetic value of the heritage asset, the historical or social value of monuments for past, present or future generations. In conservation areas where there are open environment conditions, there are ecological producers (autotrophic bacteria, algae, lichens and higher plants). In terms of trophic relationships and the main food chain, the presence in the conservation environment of collections from archives, libraries and museums of excessive food resources for biodeteriogenic pests determines the possibility of the absence of producers, which is why most populations settled in the environment conservation of movable cultural heritage goods are consumers (egs insects) and destroyers (bacteria and fungi). In the present study, various fragments of cultural heritage goods taken from cemeteries, churches, for the purpose of analyzing biological patinas and establishing the etiopathogenic complex were subjected to analysis. Fungi of the genera Alternaria, Penicilium, Aspergillus, etc., various bryophytes, lichens and blue-green algae have been identified.
文化遗产具有文化意义,这是指遗产资产的美学价值,古迹对过去、现在或后代的历史或社会价值。在有开放环境条件的保护区,有生态生产者(自养细菌、藻类、地衣和高等植物)。就营养关系和主要食物链而言,在档案馆、图书馆和博物馆收藏的保护环境中存在生物营养性害虫的过量食物资源,这决定了生产者缺失的可能性,这就是为什么大多数定居在可移动文化遗产物品保护环境中的人口是消费者(虫卵)和破坏者(细菌和真菌)。在本研究中,为了分析生物镀层和建立致病复合体,我们从墓地、教堂中提取了各种文化遗产物品的碎片。已鉴定的真菌有互交菌属、青霉属、曲霉属等,各种苔藓植物、地衣、蓝绿藻等。
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引用次数: 0
DETERMINATION OF SELF-(IN) COMPATIBILITY USING MOLECULAR MARKERS OF SOME APRICOT CULTIVARS WHICH CULTIVATED IN TURKEY 用分子标记测定土耳其栽培杏品种的自(内)相容性
Pub Date : 2022-12-31 DOI: 10.47068/ctns.2022.v11i22.008
H. Pınar, Mustafa Bircan, A. Uzun
In fruit trees, gametophytic self-incompatibility is one of the major problem because of preventing self-fertilization controlled by a single locus with some allelic variants. Among the fruits, apricots also show self-incompatibility especially originated from Middle-Asian and Iranian-Caucasian. In present study, it was determined self-compatible/incompatible of some apricot cultivars which cultivated in Turkey. 17 Turkish and 42 foreign apricot cultivars were used in this study. Analyses were carried out using three primer pairs (SRc-R-SRc-F, EM-PC2consFD / EM-PC3consRD and AprFBC8). A total 5 S-RNase alleles (S2, S3, S6, S9 and S11) were determined in the 11 new Turkish cultivated apricots and a total 8 (S3, S7, S8, S9, S11, S12, S13 and SC) were determined in old Turkish apricot cultivars. A total 11 S-RNase alleles (S2, S3, S4, S6, S7, S8, S9, S11, S12, S19 and SC) were determined in foreign 42 apricot cultivars. It was determined self (in)compatibility alleles of 11 new Turkish and 38 foreign apricot cultivars first time with this study. These results can be used for plantation new orchards and breeding programs. Also, pollinator cultivars should be considered for plantation new orchards for these self-incompatible cultivars because of some Turkish and foreign apricot are mostly self-incompatible.
在果树中,配子体自交不亲和是一个主要问题,它是由一些等位基因变异控制的单位点自交受精的阻碍。在水果中,杏也表现出自交不亲和性,特别是源自中亚和伊朗-高加索的杏。以17个土耳其杏品种和42个外源杏品种为研究对象,对土耳其杏品种进行了自亲和/不亲和鉴定。采用3对引物(SRc-R-SRc-F、em - pc2confd / em - pc3conrd和AprFBC8)进行分析。在11个土耳其杏新栽培品种中共检测到5个S-RNase等位基因(S2、S3、S6、S9和S11),在老土耳其杏品种中共检测到8个S-RNase等位基因(S3、S7、S8、S9、S11、S12、S13和SC)。在42个国外杏品种中共检测到11个S-RNase等位基因(S2、S3、S4、S6、S7、S8、S9、S11、S12、S19和SC)。本研究首次确定了11个土耳其杏新品种和38个外源杏品种的自交等位基因。这些结果可用于种植新果园和育种计划。此外,由于土耳其杏和外国杏大多自交不亲和,因此在种植新果园时应考虑选用传粉品种。
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引用次数: 0
INFLUENCE OF CULTURE SUBSTRATE pH ON CORDYCEPS MILITARIS MUSHROOM CORDYCEPIN CONTENT, GROWN ON DIFFERENT SOLID SUBSTRATES 培养基pH值对不同固体基质上培养的蛹虫草菌虫草素含量的影响
Pub Date : 2022-12-31 DOI: 10.47068/ctns.2022.v11i22.026
M. Rózsa, Ioan-Alexandru Apahidean, D. Măniuţiu
The Tibetan mushroom (Cordyceps militaris) has been known and used in traditional Chinese medicine for its therapeutic properties for thousands of years. This mushroom is rich in nutrients and biologically active components, such as: cordicepic acid, glutamic acid, mannitol, proteins, amino acids, polysaccharides, magnesium and calcium. These substances make Tibetan Mushroom an extraordinary means of restoring health and increasing the vitality of the body. In the study, we used a solid culture substrate with 3 degrees (based on brown rice, wheat and barley) with a pH of 7 degrees (4.5-7.5). It was found that the pH of the culture substrate directly influences the production of cordycepin, so at a pH value of 5 the cordycepin content begins to increase, reaching its highest level at a pH value of 5.5 (362 mg/L), then at pH values above 6, the cordycepin concentration begins to decrease.
藏蘑菇(冬虫夏草)因其治疗特性已被人们所知,并在中医中使用了数千年。这种蘑菇含有丰富的营养成分和生物活性成分,如:冬虫夏草酸、谷氨酸、甘露醇、蛋白质、氨基酸、多糖、镁和钙。这些物质使藏香菇成为恢复健康和增加身体活力的非凡手段。在研究中,我们使用了3度的固体培养基质(以糙米、小麦和大麦为基础),pH为7度(4.5-7.5)。研究发现,培养底物的pH值直接影响虫草素的产量,pH值为5时虫草素含量开始增加,pH值为5.5 (362 mg/L)时达到最高水平,pH值大于6时,虫草素浓度开始下降。
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引用次数: 0
MORPHOLOGICAL VARIABILITY IN THE NEW VARIETIES OF TRITICALE, HAIDUC AND FDL BOLID 小黑麦新品种、海曲新品种和富底麦新品种的形态变异
Pub Date : 2022-12-31 DOI: 10.47068/ctns.2022.v11i22.038
N. Ionescu, O. Badea, D. Popescu, M. Nicolae
Currently, new varieties of triticale show improved morphological characteristics, according to the requirements of practice. The new directions mainly concern the waist and the components of the ear. Recent research has shown that new varieties, which form chains with relatively lower heights, could be suitable for different levels of intensification. On the other hand, current studies on morphological characters are useful in the progress of variety improvement, characteristic of the current stage. The wide genetic dowry and growing conditions of triticale usually lead to the specific expression of plant morphology. In the autumn triticale varieties Haiduc and FDL Bolid, some new directions were found, these being recently improved. Thus, compared to the two varieties, the straw and its upper segments were shorter in Haiduc. The thickness of the straw at the base was 0.2 mm smaller at Bolid. Both the length of the spike and its weight were similar. The Haiduc variety dominated instead in the number of spikelets in a spike, 31 compared to 29 in the Bolid variety. The membranes that cover the spikelet had similar dimensions: the external glume of 9 mm, the lower palea of 12-13 mm, and at Bolid the awn was 2 cm higher. The two varieties of triticale were more obviously differentiated by the morphological characteristics of the grains. Thus, for the Bolid variety, the number of grains in an ear was higher by 10, and the weight was higher by 0.5 g. Instead, the grain length was higher in Haiduc. The dominant values of the mass of one thousand grains were in both varieties at 50 g. Specific and at the same time important correlations were obtained between the morphological characters of the varieties. Thus, the number of grains in an ear and their weight were positively correlated with all the studied characters, with higher values of the correlation coefficients obtained for the Bolid variety. Both varieties of autumn triticale have demonstrated by their morphological characteristics, a good adaptability to zonal conditions.
目前,根据实践需要,小黑麦新品种表现出改良的形态特征。新的方向主要涉及腰部和耳朵的组成部分。最近的研究表明,形成相对较低高度链的新品种可能适合不同程度的强化。另一方面,目前对形态性状的研究有助于品种改良的进展,具有当前阶段的特点。小黑麦广泛的遗传嫁妆和生长条件通常导致植物形态的特异性表达。在秋季小黑麦品种“海杜”和“富得劳”中,发现了一些新方向,并进行了改良。因此,与两个品种相比,海杜克的秸秆及其上节较短。在Bolid时,秸秆基部厚度减小0.2 mm。钉子的长度和重量都差不多。在穗上的小穗数上,海杜克品种占优势,为31个,而黑德品种为29个。覆盖小穗的膜具有相似的尺寸:外颖片为9毫米,下稃为12-13毫米,在立时芒高2厘米。两种小黑麦品种在籽粒形态特征上的差异更为明显。因此,对于Bolid品种,穗粒数增加了10粒,重量增加了0.5克。相反,海杜克的粒长更高。两个品种的千粒重均以50克为优势值。不同品种的形态性状之间具有特定的相关性,同时也具有重要的相关性。结果表明,单穗粒数和籽粒重与各性状均呈显著正相关,其中Bolid品种的相关系数较高。两个秋小黑麦品种的形态特征表明,它们对地带性条件具有良好的适应性。
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引用次数: 0
ENERGY ASPECTS AND EFFECTIVE MOISTURE DIFFUSIVITY OF RED PEPPER: CHANGE IN CULTIVARS AND DRYING METHODS 能量方面和红辣椒的有效水分扩散:品种和干燥方法的变化
Pub Date : 2022-12-31 DOI: 10.47068/ctns.2022.v11i22.007
N. Çetin, Mahmut Kaplan, H. Pınar, Kevser Karaman, Beyza Çiftçi
The drying methods have been performed successfully for many years in product processing and preservation. The moisture content of the products has been reduced to desirable levels with the use of this method. In the present study, the effect of different drying methods on specific moisture extraction ratio, specific energy consumption, effective moisture diffusivity, energy, and thermal efficiency of Pinar and Bozok red pepper cultivars were determined. Red peppers were dried eight different drying methods of six drying techniques. According to findings the shortest and longest durations were recorded in freeze and microwave (600 W) drying respectively. The greatest specific energy consumption values were found in freeze drying. Both 300 W and 600 W had the highest thermal efficiency, energy efficiency, and specific moisture extraction ratio, values. Generally, the greatest effective moisture diffusivity values were determined in microwave drying, while the lowest ones were determined in natural conditions such as open-sun, shade, and greenhouse drying.
干燥方法在产品加工和保存中已成功应用多年。使用这种方法,产品的水分含量已降低到理想的水平。研究了不同干燥方式对比纳尔红椒和波佐克红椒的比水分提取率、比能量消耗、有效水分扩散率、能量和热效率的影响。用6种不同的干燥方法对红辣椒进行干燥。结果表明,冷冻干燥时间最短,微波(600 W)干燥时间最长。比能耗值最大的是冷冻干燥。300w和600w的热效率、能量效率和比抽湿率最高。一般情况下,微波干燥条件下的有效水分扩散系数最大,而自然条件下(如露天、阴凉处和温室)的有效水分扩散系数最小。
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引用次数: 0
EFFECTS OF DIFFERENT IRRIGATION LEVELS AND NITROGEN DOSSES ON MINERAL CONTENTS OF MAIZE GRAINS 不同灌溉水平和施氮量对玉米籽粒矿质元素含量的影响
Pub Date : 2022-12-31 DOI: 10.47068/ctns.2022.v11i22.013
Mahmut Kaplan, H. Kale, Hasan Ali İrik, Yusuf Murat Kardes, İhsan Serkan Varol, Beyza Çiftçi, A. Unlukara
This study was conducted to determine the effects of different irrigation levels and nitrogen doses on macro and micronutrient contents of maize grains. Experiments were conducted with 3 different irrigation levels (100, 75 and 50% of field capacity) and 3 different nitrogen doses (100, 200 and 300 kg ha-1). Experiments were conducted in summer-growing seasons of the years 2013-2014 in split plots experimental design with 3 replications (irrigation levels on main plots and nitrogen doses on sub-plots). Grain N, P, B, Na, Fe, Mn, Zn and Mg contents increased and K, Ca, S, and Cu, contents decreased with increasing irrigation levels. Grain N, P, S, Cu, Fe and Mn contents increased. Grain K, Ca, and Mg contents initially increased and then decreased later on with increasing nitrogen doses. Nitrogen treatments were found to be as much effective as irrigation levels on grain mineral contents. Supportive treatments (irrigation, nitrogen) are recommended to eliminate mineral deficiencies in maize culture of the regions with water stress conditions.
本试验旨在研究不同灌水量和施氮量对玉米籽粒宏量和微量元素含量的影响。试验采用3种不同的灌溉水平(田间容量的100、75%和50%)和3种不同的施氮剂量(100、200和300 kg ha-1)。试验于2013-2014年夏生长期进行,分地块试验设计3个重复(主地块灌溉水平和次地块施氮量)。随着灌水量的增加,籽粒N、P、B、Na、Fe、Mn、Zn、Mg含量增加,K、Ca、S、Cu含量降低。籽粒N、P、S、Cu、Fe、Mn含量增加。随着施氮量的增加,籽粒K、Ca、Mg含量先升高后降低。氮肥处理对籽粒矿物质含量的影响与灌溉水平同样有效。建议采用支持处理(灌溉、施氮)来消除水分胁迫地区玉米栽培中的矿物质缺乏。
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引用次数: 1
BELONGINGNESS, OBSESSIVENESS, NARCISSISM AND MINDFULNESS 归属、痴迷、自恋和正念
Pub Date : 2022-12-31 DOI: 10.47068/ctns.2022.v11i22.022
Nicoleta Răban-Motounu
Many studies tend to explore a link between obsessive-compulsive symptoms, stressful life events and the social support received when facing them and other developmental challenges. While the compulsions are the most obvious aspect of this disorder, stereotypical behavior is encountered as a symptom in several other disorders and the underlying obsessions are less obvious, In the present study, we investigated the associations between obsessing, different types of compulsions and the pathological aspects of narcissism with some aspects positively associated with weel-being, like feeling of belonging and mindfulness, with its two dimensions, the here-and-now awareness and the acceptance of this experience. The data showed that on obsessing had a significant effect exclusion/rejection, awareness and the acceptance of here-and-now-experience; washing was best predicted by the feeling of being accepted/included (negative correlation); neutralizing by awareness, acceptance of here-and-now-experience (negative correlations), and entitlement (positive correlation); checking by acceptance of here-and-now-experience (negative correlation) and entitlement (positive correlation). Also, there were significant negative correlations between hoarding and awareness, but also between ordering and acceptance of here-and-now experience. The findings suggest different psychological explanations for the different types of compulsive behaviors, but also ways of diminishing the obsessing process and compulsions by developing the awareness capacity.
许多研究倾向于探索强迫症症状、生活压力事件以及面对这些事件和其他发展挑战时获得的社会支持之间的联系。虽然强迫症是这种疾病最明显的方面,但刻板行为在其他几种疾病中也会出现,潜在的强迫症则不那么明显。在本研究中,我们调查了强迫症、不同类型的强迫症和自恋病理方面之间的联系,其中一些方面与幸福感呈正相关,比如归属感和正念,以及它的两个维度。此时此地的意识和对这种经历的接受。数据显示,执念对排斥/拒绝、意识和接受此时此地的经历有显著影响;被接受/被包容的感觉最能预测洗涤行为(负相关);通过意识、接受此时此地的经验(负相关)和权利(正相关)来中和;通过接受此时此地的经验(负相关)和权利(正相关)来检查。此外,囤积与意识之间存在显著的负相关,订购与接受此时此地的体验之间也存在显著的负相关。这些发现为不同类型的强迫行为提供了不同的心理学解释,但也提供了通过发展意识能力来减少强迫过程和强迫的方法。
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引用次数: 0
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Current Trends in Natural Sciences
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