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Tray-drying is a new way to valorise white-fleshed peach fruit 托盘干燥是一种新的白桃果肉保鲜方法
Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.3934/agrfood.2023050
Pasquale Roppolo, Ilenia Tinebra, Roberta Passafiume, Alessio Allegra, Giuseppe Sortino, Paolo Inglese, Vittorio Farina

Pescabivona is a highly appreciated fruit by consumers for its sweet flavour and juicy flesh; however, it has a short shelf life and is susceptible to postharvest damage, such as mechanical injury, loss of texture and alteration of organoleptic properties. Therefore, it's necessary to develop new methods of processing and conservation for this fruit. The aim of this study was to analyse the effects of tray-drying in white peach slices and cubes at 70 ℃ for 12 hours in order to extend their shelf-life and increase its commercial availability over a long period and to obtain a new food product. The physicochemical and sensory properties of dried fruits were assessed during 30 days of storage in polyamide/polyethene (PA/PE) bags containing two gas mixtures (treatments): MAP-N2 (100% N2) and MAP-P (78% N2, 21% O2 and 0.04% CO2), at room temperature (20 ± 1 ℃). Both MAP treatments kept the fruit firmness, with MAP-P slightly more effective. Slicing produced fruit with a good appearance and firmness, while cubing produced sweet fruit with a caramel flavour and a chewier firmness. In addition, packing with MAP-N2 reduced the phenomenon of fruit browning. Overall, this study provides significant information on the drying process (time-temperature treatments) and packaging techniques (MAP) of white-fleshed peach to obtain a novel food product.

& lt; abstract><p>Pescabivona因其甜美的味道和多汁的果肉而受到消费者的高度赞赏;然而,它的保质期很短,采收后容易受到损伤,如机械损伤、质地丧失和感官特性的改变。因此,有必要开发新的加工和保存方法。本研究的目的是分析白桃片和方块在70℃下托盘干燥12小时的效果,以延长白桃片和方块的保质期,提高其长期的商业可用性,并获得新的食品产品。采用MAP-N<sub>2</sub> 2< /sub>(100% N< sub> 2 & lt; / sub>)和MAP-P (78% N< sub> 2 & lt; / sub>, O< 21%; sub> 2 & lt; / sub>0.04% CO<sub>2</sub>),室温(20±1℃)。两种MAP处理均能保持果实硬度,MAP- p处理效果略好。切片产生的水果具有良好的外观和硬度,而切块产生的水果具有焦糖味和嚼劲。另外,用MAP-N<sub>2</sub>减少了果实褐变现象。总的来说,本研究为白肉桃的干燥过程(时间-温度处理)和包装技术(MAP)提供了重要的信息,以获得一种新的食品。& lt; / abstract>
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引用次数: 0
Validation of a rapid test to dose SO<sub>2</sub> in vinegar SO&lt;sub&gt;2&lt;/sub&gt;在醋
Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.3934/agrfood.2023001
Irene Dini, Antonello Senatore, Daniele Coppola, Andrea Mancusi

Sulfur dioxide is generally used in wine and vinegar production. It is employed to decrease the bacteria' growth, improve the wines' aroma (since it supports the extraction of polyphenols during maceration), protect the wines from chemical oxidation and the musts from chemical and enzymatic oxidation (blocking free radicals and oxidase enzymes such as tyrosinase and laccase). The composition and storage conditions (i.e., pH, temperature, and alcohol levels) affect oenological results. In various countries, competent authorities have imposed legal limits since it can have toxic effects on humans. It is crucial to dose SO2 levels to allow vinegar production and compliance with legal limits. The iodometric titration named "Ripper test" is the legal method used to dose it in vinegar. In this work, an automatized colorimetric test was validated using the international guidelines ISO/IEC (2017) to allow its use instead of the Ripper test. The test reliability was verified on white, red, and balsamic vinegar with low or high SO2 content. The automatized test showed linearity, precision, and reproducibility similar to the Ripper test, but the accuracy parameter was not respected for the vinegar with a low concentration of SO2. Therefore, the automatized colorimetric test can be helpful to dose SO2 in vinegar with high concentrations of SO2.

& lt; abstract>二氧化硫通常用于酒和醋的生产。它被用来减少细菌的生长,改善葡萄酒的香气(因为它支持浸渍过程中多酚的提取),保护葡萄酒免受化学氧化,保护葡萄酒免受化学和酶氧化(阻断自由基和氧化酶,如酪氨酸酶和漆酶)。成分和储存条件(即pH值、温度和酒精含量)影响酿酒结果。在许多国家,主管当局规定了法律限制,因为它可能对人体产生毒性作用。注射SO<sub>2</sub>水平允许醋生产和符合法律限制。被称为“开膛试验”的碘量滴定法是将其加入醋中的合法方法。在这项工作中,使用国际指南ISO/IEC(2017)验证了自动化比色测试,以允许其代替开膛手测试。在SO<sub>2</sub> 2 /sub>内容。自动化试验的线性、精密度和重现性与Ripper试验相似,但对于低浓度SO<sub>2</sub>的食醋,其准确度参数不受尊重。因此,自动化比色试验可以帮助测定SO<sub>2</sub>用高浓度的SO<sub>2</sub>.</p>& lt; / abstract>
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引用次数: 2
Simultaneous isoquercitin and gallic acid production of Aspergillus niger on Triphala byproduct under solid state fermentation in packed-bed bioreactor 黑曲霉在填充床生物反应器固体发酵下对Triphala副产物同时产异槲皮素和没食子酸的研究
IF 1.8 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.3934/agrfood.2023020
Pattarabhorn Pakaweerachat, Worasaung Klinthong, K. Ohtaguchi, T. Chysirichote
Triphala byproduct from hot-water extraction (TPB), which was a traditional process, was valorized by solid state fermentation in this research. Since the leftovers from the extraction contain high rutin and tannin contents, they were hydrolysable to isoquercitin and gallic acid, which were their monomers, respectively. Aspergillus niger, a producer of α-L-rhamnosidase and β-glucosidase, was cultured on the TPB to produce both isoquercitin and gallic acid, which were powerful antioxidants used in medical applications. The solid-state fermentation (SSF) was conducted in the three-layered packed-bed bioreactor aerated with humid air at different rates (0.1, 0.2 and 0.3 L/L/min or vvm). The highest isoquercitin and gallic acid production rates were found in the SSF, with 0.1 vvm at 1.14/h and 0.3 vvm at 3.12/h, respectively. The interaction of aeration rate and fermentation time significantly affected the fungal growth and the production of gallic acid, while the isoquercitin production was affected only by the fermentation time. Moreover, the differences of their production yields in different positions of bed along the height of bioreactor found to be useful to design the harvesting period of the fermentation products including isoquercitin or gallic acid or simultaneous isoquercitin and gallic acid. The results clearly showed that aeration, harvesting time, and position of the bioreactor were crucial in designing the process for isoquercitin, gallic acid, or both.
采用固态发酵的方法,对传统热水浸提工艺中Triphala副产物进行了酸化处理。由于提取后的余物含有较高的芦丁和单宁含量,它们可水解为异槲皮素和没食子酸,这分别是它们的单体。在TPB上培养产生α- l -鼠李糖苷酶和β-葡萄糖苷酶的黑曲霉,产生异槲皮素和没食子酸,这两种抗氧化剂都是医学上应用的强效抗氧化剂。在三层填充床生物反应器中以不同的曝气速率(0.1、0.2和0.3 L/L/min或vvm)进行固态发酵。异槲皮素和没食子酸的产率最高,分别为1.14/h时的0.1 vvm和3.12/h时的0.3 vvm。曝气量和发酵时间的交互作用显著影响真菌的生长和没食子酸的产量,而异槲皮素的产量仅受发酵时间的影响。此外,它们在不同床位沿生物反应器高度的产率差异可用于设计发酵产物的收获期,包括异槲皮素或没食子酸或同时异槲皮素和没食子酸。结果清楚地表明,曝气、收获时间和生物反应器的位置对设计异槲皮素、没食子酸或两者的工艺至关重要。
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引用次数: 0
Analyzing the characteristics of degraded glucomannan of Amorphophallus oncophyllus using hydrogen peroxide and ultrasonication 双氧水和超声波法分析魔芋葡甘露聚糖的降解特性
IF 1.8 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.3934/agrfood.2023031
D. H. Wardhani, H. N. Ulya, Irvan Maulana, Shafira Salsabila, A. C. Kumoro, J. A. Vázquez
Glucomannan, one of the viscous polysaccharides, has been applied for various purposes in food industries. However, its high viscosity limits glucomannan in some applications e.g., as an injectable material and encapsulant in the spray drying method. Hence, glucomannan modification is needed to fulfill specific characteristics in such applications. This study investigated the modification of glucomannan properties under degradation treatment using hydrogen peroxide and ultrasonication in ethanol solvent. The modifications of glucomannan were conducted in a 35% hydrogen peroxide solution for 4 h and 40 kHz ultrasonication in 50% ethanol solvent. The combination of ultrasonication and oxidation significantly reduced the glucomannan viscosity, molecular weight, and swelling but increased the solubility. The oxidation, ultrasonication, or their combination approach increased carbonyl content, whiteness, and syneresis. The degradation created a coarse surface on the glucomannan particles. Interestingly, although the oxidation or the ultrasonication reduced glucomannan crystallinity, the combination of both methods increased this property. This result confirmed the synergetic treatments of the oxidation using hydrogen peroxide and the ultrasonication could effectively modify the properties of glucomannan including reducing the viscosity to the level that allowed the glucomannan to be spray-dried.
葡甘露聚糖是一种粘性多糖,在食品工业中有着广泛的应用。然而,它的高粘度限制了葡甘露聚糖在某些应用中的应用,例如作为注射材料和喷雾干燥方法中的封装剂。因此,需要对葡甘露聚糖进行改性以满足此类应用中的特定特性。研究了过氧化氢和超声波在乙醇溶剂中降解对葡甘露聚糖性质的修饰。在35%过氧化氢溶液中对葡甘露聚糖进行改性,并在50%乙醇溶剂中进行40 kHz超声处理,改性时间为4 h。超声和氧化联合作用显著降低了葡甘露聚糖的粘度、分子量和溶胀,但增加了其溶解度。氧化、超声或它们的组合方法增加羰基含量、白度和协同作用。降解在葡甘露聚糖颗粒上产生了粗糙的表面。有趣的是,虽然氧化或超声处理降低了葡甘露聚糖的结晶度,但两种方法的结合提高了这一性质。该结果证实了双氧水氧化和超声处理的协同处理可以有效地改变葡甘露聚糖的性能,包括将葡甘露聚糖的粘度降低到允许喷雾干燥的水平。
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引用次数: 0
The circular economy model in the agri-food sector: A new strategy for the regional development 农业食品循环经济模式:区域发展的新战略
IF 1.8 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.3934/agrfood.2023045
Giulia Chiaraluce, D. Bentivoglio, A. Finco
It is undeniable that the agri-food system is one of the greatest waste-producing sectors, with the inevitable generation of a certain quantity of scraps due to processing at an industrial level. Circular economy may offer a valid solution to overcome this problem, but the application of the model requires the availability of reliable data about quality and quantity of waste, which are currently missing. For this purpose, the objective of this paper is to address the issue of waste generation in the agri-food industry using a survey questionnaire. In-depth interviews were conducted with the owners or the technicians of selected case studies from the Marche region agri-food sector. Then, mass balance was applied based on primary data collected during the interviews. Moreover, to explore the potentiality of the circular model for the development of a regional agri-food sector, barriers, opportunities and services were also investigated. Results identified the vegetable and olive oil transformation as the most impacting in terms of quantities of waste produced. Food business operators currently find it difficult to give a proper definition of circular economy and envision the implementation of the model soon. However, they are also very enthusiastic and positive in finding alternative solutions to recover the waste. A great support could be provided by establishing a regional database for waste qualification and quantification. This work could be useful for policy makers, helping to understand the hurdles that agribusiness entrepreneurs shall face in this economic transition.
不可否认的是,农业食品系统是最大的废物产生部门之一,由于在工业水平上进行加工,不可避免地产生一定数量的废料。循环经济可能为克服这一问题提供一种有效的解决方案,但该模型的应用需要获得有关废物质量和数量的可靠数据,而这些数据目前是缺失的。为此目的,本文的目的是解决废物产生的问题,在农业食品行业使用调查问卷。对马尔凯地区农业食品部门选定案例研究的业主或技术人员进行了深入访谈。然后,根据访谈中收集的原始数据,应用质量平衡。此外,为了探索循环模式对区域农业食品部门发展的潜力,还调查了障碍、机会和服务。结果表明,就产生的废物数量而言,蔬菜和橄榄油的转化影响最大。目前,食品经营者很难给循环经济下一个恰当的定义,也很难设想循环经济模式的实施。然而,他们也非常热心和积极地寻找回收废物的替代解决方案。建立一个区域废物鉴定和量化数据库可以提供很大的支持。这项工作可能对政策制定者有用,有助于了解农业企业企业家在这一经济转型中将面临的障碍。
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引用次数: 0
Agronomic performance, yield stability and selection of doubled haploid rice lines in advanced yield trials 双单倍体水稻高产试验的农艺性能、产量稳定性及选育
Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.3934/agrfood.2023054
Wira Hadianto, Bambang Sapta Purwoko, Iswari Saraswati Dewi, Willy Bayuardi Suwarno, Purnama Hidayat, Iskandar Lubis

Anther culture is a widely utilized technique in rice breeding because of its simplicity and effectiveness in rapidly obtaining pure lines in the form of doubled haploid plants. The selection of doubled haploid (DH) rice lines derived from anther culture in advanced yield trials is an important step for obtaining superior DH lines. We aimed to determine agronomic performance, including yield and yield stability in order to select lowland DH rice lines that are high yield and have good agronomic performance based on the selection index method. The research was conducted in Indonesia at three locations, i.e., Bogor (West Java), Indramayu (West Java) and Malang (East Java) from July to December 2022. The genotypes tested were 29 DH lines and three check varieties (Inpari-42 Agritan GSR, Inpari-18 Agritan and Bioni63 Ciherang Agritan) using a randomized complete block design (RCBD) with genotypes as a single factor and three replications. High heritability values are found in all agronomic characters, except the percentage of filled grain/panicle, the percentage of empty grain/panicle and productivity. The yield stability based on the Kang method showed that 15 lines were stable and had high productivity. Phenotypic correlation analysis showed that the number of productive tillers, days to flowering, days to harvesting, number of filled grains/panicle and percentage of filled grains all had positive values and significantly correlated with productivity. Phenotypic path analysis showed that the character of days to harvesting, number of filled grains/panicle, number of productive tillers and percentage of filled grains/panicle directly affected the productivity. Based on the weighted selection index, 12 DH lines were selected due to having a positive and higher index (8.54 to 0.28) than the Bioni63 Agritan and Inpari 18 check varieties. Among those lines, 9 DH lines were also stable based on the Kang Method.

& lt; abstract>花药培养是一种广泛应用于水稻育种的技术,因为它简单有效,可以快速获得双倍单倍体植株的纯种株系。在高产试验中选育双单倍体水稻品系是获得优质双单倍体水稻品系的重要步骤。我们的目的是确定农艺性能,包括产量和产量稳定性,以选择高产和农艺性能良好的低地DH水稻品系。该研究于2022年7月至12月在印度尼西亚的三个地点进行,即茂物(西爪哇),因德拉马尤(西爪哇)和玛琅(东爪哇)。采用随机完全区组设计(RCBD),以基因型为单因素,3个重复,检测29个DH系和3个对照品种(Inpari-42 agitan GSR、Inpari-18 agitan和Bioni63 Ciherang agitan)的基因型。除饱满粒/穗率、空粒/穗率和生产力外,其他农艺性状的遗传力均较高。基于康氏法的产量稳定性分析表明,15个品系产量稳定,具有较高的生产效率。表型相关分析表明,有效分蘖数、开花天数、收获天数、实粒数/穗数和实粒率均为正相关,且与产量呈极显著相关。表型通径分析表明,收获期、实粒/穗数、有效分蘖数和实粒/穗百分率等性状直接影响产量。加权选择指数为8.54 ~ 0.28的12个DH品系均高于Bioni63 Agritan和Inpari 18对照品种。其中9个DH系基于Kang法稳定。</p>& lt; / abstract>
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引用次数: 0
Leavening capacity, physicochemical and textural properties of wheat dough enriched with non-commercial unripe banana flours 香蕉粉对小麦面团的发酵能力、理化性质及质构特性的影响
Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.3934/agrfood.2023052
Mutshidzi Matidze, Tsietsie Ephraim Kgatla, Mpho Edward Mashau

Banana is a highly nutrient-dense, widely produced and consumed tropical fruit. Luvhele and mabonde non-commercial unripe banana cultivars were used to produce the flour and substituted the wheat flour at four levels (10%, 20%, 30% and 40%) for dough production. The water and oil holding capacity of the blended flour samples and the pH, titratable acidity, leavening capacity, proximate composition and texture of the dough were determined. Incorporation of Luvhele and Mabonde flour improved the blended flours' water and oil holding capacity. At 0 min and level 40%, the pH of the dough sample decreased from 5.79 (control) to 5.27 in both banana cultivars. The volume of the dough decreased from 195.00 mL (control) at 30 min to 128.33 mL (luvhele) and 125.00 mL (mabonde), respectively. The proximate composition of the blended dough increased in terms of ash, fiber, fat and carbohydrate. However, a decrease in protein and moisture contents at p &lt; 0.05 was also observed. The hardness of the dough increased significantly with increased amounts of unripe banana flour substitutions. On the other hand, the control sample recorded a high cohesiveness (1.22). Doughs added with mabonde flour recorded high adhesion. The results of this work demonstrate that non-commercial unripe banana flour can be used as an alternative functional component for baked products with improved nutritional value.

& lt; abstract>香蕉是一种营养丰富、广泛生产和消费的热带水果。& lt; italic> Luvhele< / italic>和& lt; italic> mabonde< / italic>利用非商业化的未成熟香蕉品种生产面团,并以10%、20%、30%和40%四个水平的小麦粉代替面团生产。测定了混合面粉样品的持水和持油能力以及面团的pH值、可滴定酸度、膨松能力、近似成分和质地。合并<italic>Luvhele</italic>和& lt; italic> Mabonde< / italic>面粉提高了混合面粉的持水和持油能力。在0 min和浓度为40%时,两个香蕉品种的面团样品pH值从5.79(对照)降至5.27。面团体积从30min时的195.00 mL(对照)下降到128.33 mL (<italic>luvhele</italic>)和125.00 mL (<italic>mabonde</italic>)。混合面团的近似组成在灰分、纤维、脂肪和碳水化合物方面均有所增加。然而,蛋白质和水分含量在p <也观察到0.05。随着未熟香蕉粉代入量的增加,面团的硬度显著提高。另一方面,对照样品的内聚性较高(1.22)。添加了<italic>面粉的附着力很高。本研究结果表明,非商业的未熟香蕉粉可以作为一种替代功能成分用于烘焙产品,具有更高的营养价值。& lt; / abstract>
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引用次数: 0
Impact of extrusion on the physicochemical parameters of two varieties of corn (<i>Zea mays</i>) 挤压对两种玉米品种理化参数的影响(&lt;i&gt;Zea may &lt;/i&gt;)
Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.3934/agrfood.2023046
Cinthya Calderón, María Quelal, Elena Villacrés, Luis Armando Manosalvas-Quiroz, Javier Álvarez, Nicole Villacis

Ecuador has a significant genetic diversity of maize, which comes in different shapes, sizes and colors and plays a crucial role in food security. This research aimed to evaluate the physicochemical parameters of the extrusion process of two improved maize varieties (INIAP-176 and INIAP-180). The factors under study were two temperatures (140 ℃ and 150 ℃) and two screw speeds (230 rpm and 280 rpm). The applied extrusion conditions showed significant effects on the nutritional content, functional properties, texture attributes and sensory acceptability. The extruded products presented average values of 2.64% moisture, 0.61% ash, 8.54% protein, 0.61% ether extract, 1.55% crude fiber and 88.70 g/100 g were nitrogen-free extract (NFE) about dry weight of sample. Also, extrusion of the two maize varieties at a temperature of 150 ℃ and a screw speed of 280 rpm recorded high values of the expansion index and low levels of bulk density for functional properties. Instrumental texture analysis determined that the best attributes expressed as hardness, fracturability and adhesiveness in the expanded maize obtained from INIAP-176 at a speed of 280 rpm. The application of extrusion in these improved maize varieties allowed the production of high-quality snacks for the consumer.

& lt; abstract>厄瓜多尔的玉米遗传多样性显著,形状、大小和颜色各不相同,对粮食安全起着至关重要的作用。本研究旨在评价两个改良玉米品种(INIAP-176和INIAP-180)挤压过程的理化参数。研究了两种温度(140℃和150℃)和两种转速(230 rpm和280 rpm)。挤压条件对其营养成分、功能特性、质地特性和感官接受度有显著影响。挤出产物水分平均值为2.64%,灰分平均值为0.61%,蛋白质平均值为8.54%,粗纤维平均值为1.55%,粗纤维平均值为88.70 g/100 g,为样品干重的无氮提取物。另外,在150℃和280 rpm的转速下挤压,两个玉米品种的膨胀指数较高,而功能性能的堆积密度较低。仪器织体分析表明,在280转/分的转速下,从INIAP-176中获得的膨化玉米的硬度、断裂性和黏附性最好。挤压技术在这些改良玉米品种中的应用,为消费者提供了高质量的零食。& lt; / abstract>
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引用次数: 0
Forecasting arabica coffee yields by auto-regressive integrated moving average and machine learning approaches 用自回归综合移动平均和机器学习方法预测阿拉比卡咖啡产量
Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.3934/agrfood.2023057
Yotsaphat Kittichotsatsawat, Anuwat Boonprasope, Erwin Rauch, Nakorn Tippayawong, Korrakot Yaibuathet Tippayawong

Coffee is a major industrial crop that creates high economic value in Thailand and other countries worldwide. A lack of certainty in forecasting coffee production could lead to serious operation problems for business. Applying machine learning (ML) to coffee production is crucial since it can help in productivity prediction and increase prediction accuracy rate in response to customer demands. An ML technique of artificial neural network (ANN) model, and a statistical technique of autoregressive integrated moving average (ARIMA) model were adopted in this study to forecast arabica coffee yields. Six variable datasets were collected from 2004 to 2018, including cultivated areas, productivity zone, rainfalls, relative humidity and minimum and maximum temperatures, totaling 180 time-series data points. Their prediction performances were evaluated in terms of correlation coefficient (R2), and root means square error (RMSE). From this work, the ARIMA model was optimized using the fitting model of (p, d, q) amounted to 64 conditions through the Akaike information criteria arriving at (2, 1, 2). The ARIMA results showed that its R2 and RMSE were 0.7041 and 0.1348, respectively. Moreover, the R2 and RMSE of the ANN model were 0.9299 and 0.0642 by the Levenberg-Marquardt algorithm with TrainLM and LearnGDM training functions, two hidden layers and six processing elements. Both models were acceptable in forecasting the annual arabica coffee production, but the ANN model appeared to perform better.

& lt; abstract>咖啡是一种主要的工业作物,在泰国和世界其他国家创造了很高的经济价值。对咖啡产量的预测缺乏确定性可能会导致严重的经营问题。将机器学习(ML)应用于咖啡生产至关重要,因为它可以帮助生产力预测并提高预测准确率,以响应客户需求。本研究采用人工神经网络(ANN)模型的ML技术和自回归积分移动平均(ARIMA)模型的统计技术对阿拉比卡咖啡产量进行预测。2004 - 2018年共收集了耕地面积、生产力带、降雨量、相对湿度、最低和最高温度等6个变量数据集,共180个数据点。通过相关系数(R<sup>2</sup>)和均方根误差(RMSE)对其预测性能进行评价。在此基础上,利用(p, d, q) = 64条件的拟合模型,通过Akaike信息准则到达(2,1,2),对ARIMA模型进行了优化。ARIMA结果表明,其R<sup>2</sup>和RMSE分别为0.7041和0.1348。此外,r&t >2</sup>采用Levenberg-Marquardt算法,采用TrainLM和LearnGDM训练函数,2个隐层,6个处理元素,ANN模型的RMSE分别为0.9299和0.0642。两种模型在预测阿拉比卡咖啡年产量时都可以接受,但人工神经网络模型似乎表现得更好。& lt; / abstract>
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引用次数: 0
Sustainable public procurement and constrained agricultural entrepreneurship 可持续的公共采购和受限的农业创业
IF 1.8 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-01 DOI: 10.3934/agrfood.2023032
M. De Rosa, Annalisa Castelli, L. Bartoli, Martina Francescone
This paper analyzes the relevance of green public procurement (GPP) in boosting the transition to more sustainable and innovative regional and localized agrifood systems. Many scholars have emphasized the importance of the GPP in stimulating various positive effects and impacts on the sustainability of agrifood systems. Framed within the context of the sustainable competitiveness of localized agrifood systems, the GPP represents an excellent opportunity for a more sustainable farming sector. If well exploited, it may relaunch smallholder farms' competitiveness on a regional scale. Moreover, the GPP effectively addresses sustainability issues like fighting food insecurity and reducing food waste. The possibility of adhering to these localized modes of food provisioning engenders constrained rural entrepreneurship due to the regulatory system which mandates compliance by the farming sector. The paper provides an empirical analysis of the region Lazio of Italy to evidence the eventual propensity of regional farms and eventual entry barriers. The results of the analysis show, on the one side, high interest primarily within regional organic farms; on the other side, the results evidence that compliance with mandatory regulation and organizational and logistic assets represent the principal limit to exploit this opportunity fully. Consequently, reduced exploitation of this opportunity is translated into a rate of transition to more sustainable regional farming systems.
本文分析了绿色公共采购(GPP)在促进向更可持续和创新的区域和本地化农业粮食系统过渡方面的相关性。许多学者强调了GPP在促进农业粮食系统可持续性方面的各种积极效应和影响的重要性。在本地化农业粮食系统可持续竞争力的背景下,GPP为更可持续的农业部门提供了一个极好的机会。如果得到充分开发,它可能会在区域范围内重新启动小农农场的竞争力。此外,GPP有效地解决了应对粮食不安全和减少粮食浪费等可持续性问题。由于监管制度要求农业部门遵守这些本地化的粮食供应模式,这种可能性导致农村创业受到限制。本文提供了意大利拉齐奥地区的实证分析,以证明区域农场的最终倾向和最终的进入壁垒。分析结果显示,一方面,人们对区域有机农场的兴趣很高;另一方面,结果表明,遵守强制性法规和组织和后勤资产是充分利用这一机会的主要限制。因此,减少对这一机会的利用可以转化为向更可持续的区域农业系统过渡的速度。
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引用次数: 0
期刊
AIMS Agriculture and Food
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