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On the Development of Statistical Modeling in Plant Breeding: An Approach of Row-Column Interaction Models (RCIM) For Generalized AMMI Models with Deviance Analysis 植物育种统计建模的发展:行-列相互作用模型(RCIM)在广义AMMI模型中的应用及偏差分析
Pub Date : 2016-01-01 DOI: 10.1016/j.aaspro.2016.02.108
Alfian Futuhul Hadi , Halimatus Sa’diyah

Generalized AMMI (GAMMI) model has been widely used to model the Genotype × Environment Interaction (GEI) with categorical (or in general, non-normal) response variables. It was developed by introduce the concept of Generalized Linear Model (GLM) into Additive Main Effect & Multiplicative Interaction (AMMI) model. GAMMI model will provide two major results (i) the stability analysis of some genotypes across environments and (ii) determine some others that have site specific for particular environment through Biplot of Singular Value Decomposition (SVD) of the interaction terms. This research will focus on major studies on counting data that is to round up the previous work of first author's on the Row Column Interaction Models (RCIMs) for the GEI by VGAM package of an R implementation with an addition on the deviance analysis. A simple illustrative comparison of both approaches (RCIM vs. GAMMI) was conducted on Poisson counting data of 4 rows × 5 columns. The defiance analysis was provided by log-likelihood of the model and ones of the residual. Deviance analysis will provide a way to determine the complexity of interaction component in the model, named by “rank” of model. The Biplot of both approaches seem not quite different. Finally, we did show that RCIMs be relied upon to fit well the GAMMI model and then applied it in an illustrative example to a real dataset. In addition, a simple scheme of simulation, adding some outlier on Poisson count data, will show an easy way handling the over dispersion problems, but firstly, we will talk about some statistical framework of Reduce Rank Regression (RR-VGLMs), the RCIMs, and then the approach of RCIMs for GAMMI models.

广义AMMI (GAMMI)模型被广泛用于用分类(或一般的非正态)响应变量对基因型与环境相互作用(GEI)进行建模。将广义线性模型(GLM)的概念引入到可加性主效应中。乘法交互(AMMI)模型。GAMMI模型将提供两个主要结果(i)跨环境的某些基因型的稳定性分析(ii)通过相互作用项的奇异值分解双图(SVD)确定某些其他基因型在特定环境中具有位点特异性。本研究将集中在计数数据的主要研究上,这是为了收集第一作者以前的工作,即通过R实现的VGAM包对GEI进行行列相互作用模型(rims),并添加偏差分析。对4行× 5列的泊松计数数据进行了两种方法(RCIM和GAMMI)的简单说明性比较。通过模型的对数似然和残差的对数似然进行了违抗性分析。偏差分析将提供一种方法来确定模型中交互组件的复杂性,以模型的“等级”命名。两种方法的双坐标图似乎并没有太大的不同。最后,我们确实证明了rcm可以很好地拟合GAMMI模型,然后将其应用于实际数据集的说明性示例中。此外,一种简单的模拟方案,在泊松计数数据上添加一些离群值,将显示一种处理过分散问题的简单方法,但首先,我们将讨论降低秩回归(RR-VGLMs)的一些统计框架,rcm,然后是rcm用于GAMMI模型的方法。
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引用次数: 4
A Preliminary Study on a New Approach to Estimate Water Resource Allocation: The Net Water Footprint Applied to Animal Products 一种估算水资源分配的新方法——动物产品净水足迹的初步研究
Pub Date : 2016-01-01 DOI: 10.1016/j.aaspro.2016.02.007
Alberto Stanislao Atzori, Caterina Canalis, Ana Helena Dias Francesconi, Giuseppe Pulina

We propose the Net Waterfootprint (WFPnet) method to estimate the water footprint (WFP) of food products, in alternative to the current WFP method, based on absolute values. We compared the WFP and WFPnet methods for cattle milk and meat production in different feed efficiency (high and low) and crop water use efficiency (WUE; high, medium and low) scenarios under Mediterranean conditions. The WFP values were, on average, much higher than the WFPnet values for both meat and milk. The WFPnet method appears to be able to properly quantify the water consumption needed for animal food production.

我们提出了净水足迹(WFPnet)方法来估计粮食产品的水足迹(WFP),以替代目前基于绝对值的WFP方法。我们比较了世界粮食计划署和世界粮食计划署网络在不同饲料效率(高和低)和作物水分利用效率(WUE)方面的奶牛和肉类生产方法。在地中海条件下的高、中、低)情景。对于肉类和牛奶,世界粮食计划署的数值平均远高于世界粮食计划署的净数值。世界粮食计划署网络的方法似乎能够适当地量化动物食品生产所需的用水量。
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引用次数: 14
Simulation of the Thermal Behaviour of a Building Retrofitted with a Green Roof: Optimization of Energy Efficiency with Reference to Italian Climatic Zones 绿色屋顶改造建筑的热行为模拟:参考意大利气候带的能效优化
Pub Date : 2016-01-01 DOI: 10.1016/j.aaspro.2016.02.085
Caterina Gargari , Carlo Bibbiani , Fabio Fantozzi , Carlo Alberto Campiotti

Running a building energy simulation program (EnergyPlus), simulations were conducted on a ‘public housing’ building type, in order to evaluate the energy savings achieved by a green roof coupled with different configurations of external wall. EnergyPlus enabled the investigation of the thermal behaviour variations of the building envelope, and the possible consequences, in terms of comfort, on the temperature of the internal spaces. The variation of the energy behaviour of the building envelope type was assessed primarily through the analysis of the operative temperature T° of the elements of surface casing, the trend of the surface heat fluxes on the faces of the elements of internal and external housing, the variation of the operating temperature inside the rooms. The energy savings achieved with a green roof varies considerably in relation to the reference performance obtained without this kind of insulating structure. The main parameters, useful to define the contribution of the green roof to the reduction of the loads of cooling plants, consist of the specific climate and the thermal isolation level of the initial coverage.

运行建筑能源模拟程序(EnergyPlus),以“公共住房”建筑类型进行模拟,以评估绿色屋顶与不同外墙配置相结合所实现的节能效果。EnergyPlus能够调查建筑围护结构的热行为变化,以及就舒适度而言,对内部空间温度的可能影响。建筑围护结构类型的能量行为变化主要通过分析表面外壳元件的工作温度T°,内部和外部房屋元件表面热流的趋势,房间内工作温度的变化来评估。与没有这种绝缘结构的参考性能相比,绿色屋顶所节省的能源变化很大。主要参数包括特定气候条件和初始覆盖层的热隔离水平,这些参数有助于确定绿色屋顶对减少冷却设备负荷的贡献。
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引用次数: 18
Taking Advantage of Natural Biodiversity for Wine Making: The WILDWINE Project 利用自然生物多样性酿酒:野生葡萄酒项目☆
Pub Date : 2016-01-01 DOI: 10.1016/j.aaspro.2016.02.002
Albert Mas, Beatriz Padilla, Braulio Esteve-Zarzoso, Gemma Beltran, Cristina Reguant, Albert Bordons

Fermentation processes have proceeded without microbiological control until starter cultures came up in 19th Century. However, in some processes, such as wine making a widespread use of starter cultures did not come up until the end of the 20th Century, when the cellar-friendly active dry wine yeast (ADWY) were available. However, this practice was challenged for the uniformity that brought a limited number of commercially available presentations and new tendencies in wine making have withdrawn the use of ADWY. The return to non-controlled wine fermentations may have considerable set backs especially in terms of economical losses, as these wines have much higher risks of presenting different levels of spoilage (presence of unwanted compounds that will be organoleptically detectable) that will not be acceptable for the consumer.

The WILDWINE Project (EU contract 315065) proposed a system to overcome the criticism on the uniformity after use of ADWY by bringing “wild” microorganisms to the starter culture practice. The Project proposed mixed cultures as an alternative to single strain cultures that is the usual practice for starter cultures. This multi-strain and multi-species starter cultures aimed at reproducing the vineyard natural microbiota with the advantage of a selection of those strains and species that could add complexity to the final wines. The WILDWINE Project has focused the selection of this “wild” microorganism in 5 worldwide-recognised wine regions: Nemea and Crete (Greece), Piedmont (Italy), Bordeaux (France) and Priorat (Spain). The basic protocol was the same for all the regions: (i) to establish the natural biodiversity of the regions and determine the “microbial fingerprint” of the region, (ii) oenological screening of all the strains and species isolates to determine their quality for the wine making process and (iii) to use the microbial cocktails at pilot plants and in commercial cellars to determine the “microbial footprint” that the “wild” microorganisms leave on the final wines.

In the Priorat region, a limited number of different strains from Saccharomyces cerevisiae were detected after sampling cellars and vineyards in two different harvests (2012 and 2013). These low number of S. cerevisiae strains is in sharp contrast with the high biodiversity observed in the same area 18 years before when a selection of strains of this species was preformed to provide a commercial “autochthonous” strain for the Priorat region. Furthermore, the main species found in the vineyards were the yeast-like fungus Aerobasidium pullulans and Hanseniaspora uvarum. A. pullulans disappeared when grapes were turned into must and then H. uvarum and Candida zemplinina were the main species. Minority species found in musts and later in wines were Metschnokowia pulcherrima and Torulaspora delbrueckii.

发酵过程在没有微生物控制的情况下进行,直到19世纪出现发酵剂。然而,在一些过程中,比如葡萄酒酿造,直到20世纪末,当酒窖友好的活性干葡萄酒酵母(ADWY)可用时,才开始广泛使用发酵剂。然而,这种做法受到挑战的统一性,带来了有限数量的商业上可用的演示和新趋势,在葡萄酒酿造撤回使用ADWY。回到不受控制的葡萄酒发酵可能会有相当大的挫折,特别是在经济损失方面,因为这些葡萄酒呈现不同程度的腐败(存在不需要的化合物,将被感官检测到)的风险要高得多,这将是消费者无法接受的。WILDWINE项目(EU合同315065)提出了一种系统,通过将“野生”微生物引入发酵剂培养实践,来克服使用ADWY后对均匀性的批评。该项目提出混合培养作为单一菌株培养的替代方案,这是通常的发酵剂培养方法。这种多菌株和多物种的发酵剂旨在繁殖葡萄园的天然微生物群,并具有选择这些菌株和物种的优势,可以增加最终葡萄酒的复杂性。WILDWINE项目将这种“野生”微生物的选择集中在5个世界公认的葡萄酒产区:希腊的Nemea和Crete、意大利的Piedmont、法国的波尔多和西班牙的Priorat。所有地区的基本方案都是一样的:(i)建立该地区的自然生物多样性,并确定该地区的“微生物指纹”;(ii)对所有菌株和物种分离物进行酿酒学筛选,以确定其酿酒过程的质量;(iii)在试验工厂和商业酒窖中使用微生物鸡尾酒,以确定“野生”微生物在最终葡萄酒上留下的“微生物足迹”。在Priorat地区,在对两个不同收获期(2012年和2013年)的酒窖和葡萄园进行采样后,发现了数量有限的不同酿酒酵母菌株。这些数量较少的酿酒葡萄球菌菌株与18年前在同一地区观察到的高生物多样性形成鲜明对比,当时对该物种的菌株进行了选择,为Priorat地区提供了一种商业“本土”菌株。此外,在葡萄园中发现的主要种类是酵母样真菌,如普鲁兰菌(Aerobasidium pullulans)和乌瓦菌(Hanseniaspora uvarum)。当葡萄变成葡萄时,普鲁兰单胞菌消失,而后以uvarum单胞菌和zemplinina念珠菌为主。在甜酒和后来的葡萄酒中发现的少数物种是Metschnokowia pulcherrima和Torulaspora delbrueckii。
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引用次数: 17
Entrepreneurship as New Approach to Support National Agriculture Development Program to Go Self Sufficient Food 创业是支持国家农业发展计划实现粮食自给自足的新途径
Pub Date : 2016-01-01 DOI: 10.1016/j.aaspro.2016.02.128
Darmadji

Sustainable food systems for food security and nutrition becomes international issue and also at Indonesia. There are many efforts to reach sustainable food but all activities just focus on cultivation aspect. Conversely, strategy approach that involving farmer Internal potential, called entrepreneurship has not been used as a supporting policy. The objective of this study is to disseminate a new approach to increasing agricultural production, especially food production trough Farmer Entrepreneurship. There are three empirical studies to prove that farmer entrepreneurship as new method can increase to food production. All the study was conducted on rice farming. This research used Structural Equation Model as method to analysis data and model. Based on all the results of research shown that farmer entrepreneurship has a positive effect on rice production. Based on the results, so farmer's entrepreneurship can be used as a new approach in supporting agricultural development programs to go self-sufficient food. However, these empirical tests are important to be continued at other commodity, another location with different farmers and different cultures.

促进粮食安全和营养的可持续粮食系统成为国际问题,在印度尼西亚也是如此。实现可持续食品的努力有很多,但所有的活动都集中在种植方面。相反,涉及农民内在潜力的战略方法,即企业家精神,尚未被用作支持政策。本研究的目的是传播一种通过农民创业来增加农业生产,特别是粮食生产的新方法。有三个实证研究证明了农民创业作为一种新方式可以提高粮食产量。所有的研究都是关于水稻种植的。本研究采用结构方程模型对数据和模型进行分析。综合各项研究结果表明,农民创业对水稻生产具有正向影响。根据研究结果,农民创业可以作为支持农业发展项目实现粮食自给自足的新途径。然而,这些经验检验很重要,必须在其他商品、具有不同农民和不同文化的另一个地点继续进行。
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引用次数: 14
Biochemical Composition of Some Local Pumpkin Population 部分地方南瓜群体的生化组成
Pub Date : 2016-01-01 DOI: 10.1016/j.aaspro.2016.09.051
Maria Dinu , Rodica Soare , Gheorghiţa Hoza , Alexandra Dida Becherescu

This study aims at investigating the nutritional value of the pumpkin fruits from different local populations of the Cucurbita pepo L., C. maxima Duch. and C. moschata Duch. ex Poir species. The chosen cultivars were: P1, P2, P3, P4, P5, P6 of local populations from Oltenia, Romania namely from Dolj and Olt counties. The pumpkin culture was established in the teaching field of the Faculty of Horticulture in Craiova. The chemical analysis of the pumpkin fruits was carried out using standard methods. There were determined: the dry matter content, the soluble substance content, the total carotenoid content, the antioxidant activity through the DPPH and Trolox method. There have also been studied the correlation coefficients between the quality parameters using the multiple correlation coefficients. The results show differences in the studied quality parameters. There was observed that the “Local population 6” has the highest total carotenoid content of 6.587 mg/100 f.m. and the local population 1 has the highest antioxidant activity of 0.284 mmol/l Trolox.

本研究旨在探讨葫芦属(Cucurbita pepo L., C. maxima Duch)不同地方种群南瓜果实的营养价值。C. moschata Duch。前Poir种。选择的品种为:罗马尼亚Oltenia当地种群的P1、P2、P3、P4、P5、P6,即来自Dolj和Olt县。南瓜文化是在克拉约瓦园艺学院的教学领域建立起来的。采用标准方法对南瓜果实进行了化学分析。通过DPPH法和Trolox法测定了其干物质含量、可溶性物质含量、类胡萝卜素总含量和抗氧化活性。并利用多重相关系数对质量参数之间的相关系数进行了研究。结果表明,所研究的质量参数存在差异。结果表明,“地方种群6”类胡萝卜素总含量最高,为6.587 mg/100 f.m.;“地方种群1”抗氧化活性最高,为0.284 mmol/l Trolox。
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引用次数: 28
Building Alternatives from the Bottom-up: The Case of Alternative Food Networks 自下而上构建替代方案:替代食物网络的案例
Pub Date : 2016-01-01 DOI: 10.1016/j.aaspro.2016.02.027
Filippo Barbera, Joselle Dagnes

Alternative food networks (AFNs) are a comprehensive body of practices related to food provisioning which are different from the mainstream food systems. In this paper we deepen this topic from a sociological standpoint, focusing on a wide range of AFNs located in the Piemonte region of Italy. We articulate our analytical and empirical study focusing on three central concepts: 1) accessibility, which refers both to the point of sales to the agri-food goods; 2) sustainability, both from the environmental and the economic perspective; 3) quality, conceived as a contested field within which forms of coordination between actors can emerge.

替代粮食网络(afn)是与粮食供应有关的综合做法,与主流粮食系统不同。在本文中,我们从社会学的角度深化了这一主题,重点关注位于意大利皮埃蒙特地区的广泛afn。我们将分析和实证研究的重点集中在三个核心概念上:1)可达性,指的是农产品的销售点;2)可持续性,从环境和经济的角度;3)质量,被认为是一个有争议的领域,在这个领域中,行动者之间的协调形式可以出现。
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引用次数: 51
Biochemical Characterization of Industrially Produced Rapeseed Meal as a Protein Source in Food Industry 工业生产的菜籽粕作为食品工业蛋白质源的生化特性研究
Pub Date : 2016-01-01 DOI: 10.1016/j.aaspro.2016.09.009
Petya Ivanova , Vesela Chalova , Galina Uzunova , Lidia Koleva , Ivan Manolov

Rapeseed meal is a by-product of oil production which is primarily used in feed industry. The application of the rapeseed meal as a protein source in food industry is an alternative which leads to a better and more complete use of this by-product. Biochemical characteristics of industrially produced rapeseed meal vary and therefore, detailed analyses prior to its use as a protein source is necessary. The commercial rapeseed meal evaluated in this study contained high protein amount (39.86%) and low residual total fats (2.30%). It was characterized with low levels of glucosinolates (12.69 ± 0.18 μmol/g) and phenols (1.13 ± 0.04%). Amino acid analysis revealed lysine as the first limiting amino acid with an amino acid score of 58.00%, followed by valine (66.86%). However, this by-product was rich in leucine and isoleucine which amino acid scores equaled to 97.60 and 88.67% respectively. The amino acid score evaluation demonstrated relatively high amount of sulphur containing amino acids (82.57%). The commercial rapeseed meal exhibited low in vitro digestibility (18.59 ± 0.98%). The albumin, globulin and glutelin fractions however, expressed higher digestibility with albumin fraction being the most susceptible (67.22 ± 1.28%) to pepsin and pancreatin proteolytic activities.

油菜籽粕是油脂生产的副产品,主要用于饲料工业。菜籽粕作为蛋白质来源在食品工业中的应用是一种更好、更全面地利用菜籽粕副产品的替代方案。工业生产的菜籽粕的生化特性各不相同,因此,在将其用作蛋白质来源之前,有必要进行详细的分析。本研究评价的商品菜籽粕蛋白质含量高(39.86%),残余总脂肪含量低(2.30%)。硫代葡萄糖苷(12.69±0.18 μmol/g)和酚类(1.13±0.04%)含量较低。氨基酸分析显示赖氨酸为第一限制性氨基酸,氨基酸评分为58.00%,缬氨酸次之,为66.86%。该副产物富含亮氨酸和异亮氨酸,氨基酸得分分别为97.60和88.67%。氨基酸评分评价表明,含硫氨基酸含量较高(82.57%)。商品菜籽粕的体外消化率较低(18.59±0.98%)。而白蛋白、球蛋白和谷蛋白部分的消化率较高,其中白蛋白部分对胃蛋白酶和胰蛋白酶水解活性最敏感(67.22±1.28%)。
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引用次数: 29
Off-grid Approach to Support the Small Scale Food Producers in Rural Areas 支持农村地区小规模粮食生产者的离网方法
Pub Date : 2016-01-01 DOI: 10.1016/j.aaspro.2016.02.061
Stefano Dell’Anna, MariaElena Menconi

This paper concerns a study of compact system designed to ensure energy independence of buildings located in rural areas: the Off-Grid Box - OGB. This system is an integrated device, self-contained in a container, which provides and producers essential service and resources namely, electricity, hot water, clean water for washing and irrigation and a water purification process that pasteurized/distilled wastewater. The goal of study is to experiment the adoption in agriculture of technology solutions able to satisfy the energy needs (in terms of electricity) of small scale food producers in rural areas with high environmental and landscape value and to identify a compact modular system dedicated to family farming to reduce external inputs and waste. The specific objective is to find a winning solution for self-sufficiency (in off-grid vision) and reducing emissions of the small scale family farms, useful for the sedentary, semi-sedentary and mobile production and processing units. This study is focused on the potential of OGB to guarantee the energy needs of small slaughterhouses in a rural area of Umbria Region. These scenarios are interesting for small family farms that adopt sustainable models and methods of production with low environmental impact and low energy demand to define the indications for their winning energy planning.

本文研究了一种旨在确保农村地区建筑能源独立性的紧凑型系统:离网箱- OGB。该系统是一个集成设备,独立于一个容器中,为生产者提供基本服务和资源,即电力、热水、用于洗涤和灌溉的清洁水以及对废水进行巴氏消毒/蒸馏的水净化过程。研究的目标是试验在农业中采用能够满足农村地区具有高环境和景观价值的小规模粮食生产者的能源需求(就电力而言)的技术解决方案,并确定一个专门用于家庭农业的紧凑模块化系统,以减少外部投入和浪费。具体目标是找到自给自足(在离网视野中)和减少小型家庭农场排放的成功解决方案,对久坐、半久坐和移动生产和加工单位有用。本研究的重点是OGB的潜力,以保证在翁布里亚地区农村地区的小型屠宰场的能源需求。对于采用可持续模式和低环境影响和低能源需求的生产方法的小型家庭农场来说,这些方案很有趣,可以为他们的成功能源规划确定指标。
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引用次数: 2
Farmers’Injuries, Discomfort and Its Use in Design of Agricultural Hand Tools: A Case Study from East Java, Indonesia 农民的伤害、不适及其在农用手工具设计中的应用——以印尼东爪哇为例
Pub Date : 2016-01-01 DOI: 10.1016/j.aaspro.2016.02.142
Robertoes Koekoeh K. Wibowo , Peeyush Soni

Farmers in East Java, Indonesia have opinions of the agricultural hand tools that they wear. In farming activities they get injured due to the use of agricultural equipments. The most injury was in hand. Farmers feel fatigue/discomfort in different levels of their body part when using agricultural tools. Majority of farmers complained to suffer fatigue in upper back (92.8%), mid back (93.6%), and lower back (91.8%), respectively. The third major criteria's design of agricultural hand tools base on survey resulted are be safe, good and fit in hand, and easy to use. The ergonomic evaluation suggests their handle length and diameter to be 12.4 cm and 3.0 cm, respectively.

印度尼西亚东爪哇的农民对他们所佩戴的农业手工工具有自己的看法。在农业活动中,他们因使用农业设备而受伤。最伤的是手。农民在使用农具时,不同程度的身体部位会感到疲劳/不适。以上背部(92.8%)、中背部(93.6%)、下背部(91.8%)为主。以调查结果为基础的农用手工具设计的第三个主要标准是安全、手感好、使用方便。经人机工程学评价,其手柄长度为12.4 cm,直径为3.0 cm。
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引用次数: 21
期刊
Agriculture and Agricultural Science Procedia
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