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Cereal-maize vs. legume-maize double-cropping: Impact on crop productivity and nitrogen dynamics under flood-irrigated Mediterranean conditions 谷物-玉米与豆科-玉米复种:洪水灌溉的地中海条件下对作物产量和氮动态的影响
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-08-12 DOI: 10.1016/j.jafr.2024.101357
María Alonso-Ayuso , Samuel Franco-Luesma, Victoria Lafuente, Ana Bielsa, Jorge Álvaro-Fuentes

Double-cropping is an interesting diversification strategy to increase profitability and sustainability. Besides, by including legumes, it may reduce the N inputs dependency. However, its management with flood irrigation can be challenging. The was the evaluation of the impact of two double-cropping and different nitrogen (N) rates on productivity and N dynamics under flood irrigation. Two double-cropping (barley-maize; pea-maize) and three N rates (unfertilized, 0N; medium: MN; high rate, HN) were evaluated in a field experiment located in NE Spain during two years. In barley-maize, N rates were 0, 125 and 250 kg N ha−1, and 0, 200 and 400 kg N ha−1 for barley and maize phases, respectively. In pea-maize, pea did not receive N, and the MN and HN rates in the maize were reduced (150 and 350 kg N ha−1, respectively).

Crop productivity and N uptake were evaluated. The economic return and N use efficiency (NUE) were calculated. Soil inorganic N (Nmin) was measured after harvest.

The pea-maize double-cropping allowed the saving of N fertilizer without yield penalties. Besides, a pre-crop effect of pea in the maize yield was observed. Regarding the cropping system, pea-maize obtained a higher economic return the first year. Besides, the economic return was higher the first year, due to crop penalties. In general, NUE was greater in 0N, and no differences were observed between fertilized treatments. Soil Nmin after pea/barley was higher the first year, coincident with a higher productivity. After maize harvest, the barley-maize led to larger residual Nmin.

Therefore, in this study, pea-maize allowed a reduction in the N rate, showed greater potential to increase the economic return and reduced the N leaching risk. However, crop yield penalties associated with flood-irrigation, indicate that farmers should be aware of facing a more challenging management or consider other irrigation method to ensure profitability.

双季种植是一种有趣的多样化战略,可提高收益率和可持续性。此外,通过种植豆科植物,可以减少对氮投入的依赖。然而,洪水灌溉对双季作物的管理是一项挑战。本研究评估了在漫灌条件下,两种双季作物和不同的氮肥施用率对生产力和氮动态的影响。在西班牙东北部进行的一项田间试验中,对两种双季作物(大麦-玉米;豌豆-玉米)和三种氮肥施用率(未施肥,0N;中等氮肥施用率:MN;高氮肥施用率:HN)进行了为期两年的评估。在大麦-玉米阶段,氮肥施用量分别为 0、125 和 250 千克/公顷;在大麦和玉米阶段,氮肥施用量分别为 0、200 和 400 千克/公顷。在豌豆-玉米中,豌豆不吸收氮,玉米中的 MN 和 HN 含量减少(分别为每公顷 150 千克氮和 350 千克氮)。对作物产量和氮吸收量进行了评估,并计算了经济收益和氮利用效率(NUE)。收获后对土壤无机氮(Nmin)进行了测量。豌豆-玉米双季种植可以节省氮肥,而不会影响产量。此外,还观察到豌豆对玉米产量的前作效应。在耕作制度方面,豌豆-玉米第一年的经济收益较高。此外,由于作物惩罚,第一年的经济收益更高。一般来说,0N 的氮利用效率更高,施肥处理之间没有差异。豌豆/大麦种植后第一年的土壤氮含量较高,这与较高的生产率相吻合。因此,在这项研究中,豌豆-玉米可以减少氮肥用量,显示出增加经济收益和降低氮沥滤风险的更大潜力。然而,大水漫灌会导致作物减产,这表明农民应意识到面临的管理挑战更大,或考虑采用其他灌溉方法以确保收益。
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引用次数: 0
Determinants of household resilience to food insecurity: A case of rural northern Ethiopia by using the RIMA approach 家庭抵御粮食不安全的决定因素:使用 RIMA 方法分析埃塞俄比亚北部农村地区的情况
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-08-11 DOI: 10.1016/j.jafr.2024.101351
Habtamu Mossie , Tadsual Asfaw , Abebaw Abebe , Maria Fekete-Farkas

An ongoing and global agenda is the food security policy debate in rural Ethiopia of households to enhance resilience at the individual and household level for tackling food insecurity. Therefore, this study investigated determinants of household resilience to food insecurity in rural dwellers of Mekiet District. A cross-sectional research design was conducted in two agro ecological zones of the Mekiet district, lowland, and midland, involving 228 respondents. The study employed a quantitative and qualitative approach, with multi-stage sampling techniques results employed to select sample households by using two-stage factor analysis. The result from factor analysis using the RIMA approach showed that the latent variables of adaptive capacity, asset, and social safety net have a positive value of (0.76), (0.51), and (0.77), respectively, and in the contrast, access to essential services has a negative load of (-0.61), and all variables were found to be statistically significant. All those loads were significant, with an absolute value of factor loadings greater than 0.364, which is recommended for a sample size of 200 and above. Those variables were also highly correlated with resilience capacity. The study recommended that resilience programs should be implemented at district, community, and household levels to enhance resilience to food insecurity.

埃塞俄比亚农村家庭的粮食安全政策辩论是一项持续的全球性议程,目的是提高个人和家庭层面的复原力,以应对粮食不安全问题。因此,本研究调查了 Mekiet 区农村居民家庭抵御粮食不安全的决定因素。研究采用横断面研究设计,在梅基特区的两个农业生态区(低地和中地)进行,共有 228 名受访者参与。研究采用了定量和定性相结合的方法,使用多阶段抽样技术,通过两阶段因子分析来选择样本家庭。采用 RIMA 方法进行因子分析的结果显示,适应能力、资产和社会安全网这三个潜变量的正值分别为(0.76)、(0.51)和(0.77),与之相反,获得基本服务的负载为负值(-0.61),且所有变量均具有统计意义。所有这些载荷都很重要,因子载荷的绝对值都大于 0.364,这是对 200 个及以上样本量的建议。这些变量也与复原能力高度相关。研究建议,应在地区、社区和家庭层面实施复原力计划,以提高应对粮食不安全的复原力。
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引用次数: 0
Enhancing the effects of solarization-based approaches to suppress Verticillium dahliae inocula affecting tomato in greenhouse 提高日晒法抑制大丽轮枝菌接种影响温室番茄的效果
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-08-11 DOI: 10.1016/j.jafr.2024.101355
Ivana Castello , Alessandro D'Emilio , Younes Rezaee Danesh , Alessandro Vitale

The main concerns regarding the management of soilborne pathogens of vegetable crops through fumigants are due to their detrimental effects on the human health and environment. Due to global restrictions, soil solarization alone or combined with low-impact measures are being re-evaluated as eco-friendly alternatives to replacement of phasing-out or banned fumigants. Three experiments were performed to compare the performance of traditional and innovative films in increasing thermal performance under different partially opened or kept closed greenhouses. The effects of treatment alone or combined with Brassica pellet (Biofence®) incorporation were tested in suppressing microsclerotia of Verticillium dahliae, causing wilt of tomato and vegetable crops. Although inducing different thermal regimes at depths 15 and 30-cm depths, all films were effective in reducing microsclerotia in soil compared to the bare plots under different greenhouse conditions. The performances achieved in closed greenhouse were better than those achieved in greenhouses with the side openings kept open. In these latter conditions, green-colored ethylene-vinyl-acetate (EVA) and uncolored EVA film well performed when combined with Brassica pellet, achieving better results than those obtained in the plots mulched with film or amended alone, respectively. Smoky gray low-density polyethylene (LDPE), followed by uncolored EVA and polyamide virtually impermeable film (PA-VIF) were the most effective in reducing/suppressing V. dahliae microsclerotia within 3-to-8 weeks of treatment in closed greenhouse whereas green EVA showed lesser performance. PA-VIF and EVA green film are attractive since they may be used in combination with biofumigants or left on as mulching for weed control of crops. This paper indicates that sustainable solarization-based approaches with different films alone or integrated with Brassica incorporation can also be successfully pursued against thermo-tolerant pathogens as V. dahliae. Moreover, our findings preliminarily show that the choice of film and treatment duration should be modulated based on the greenhouse operative conditions.

通过熏蒸剂管理蔬菜作物的土传病原体的主要问题是其对人类健康和环境的有害影响。由于全球范围的限制,人们正在重新评估土壤日晒本身或与低影响措施相结合,作为替代逐步淘汰或禁用的熏蒸剂的生态友好型替代品。我们进行了三项实验,以比较传统薄膜和创新薄膜在不同的半开放或全封闭温室中提高热性能的效果。测试了单独处理或结合芸苔素颗粒(Biofence®)处理对抑制大丽轮枝菌小圆孢的效果,大丽轮枝菌会导致番茄和蔬菜作物枯萎。虽然在 15 厘米和 30 厘米深处诱导的热量不同,但在不同的温室条件下,与裸露地块相比,所有薄膜都能有效减少土壤中的小圆孢子菌。在封闭温室中取得的效果要好于侧面开口的温室。在后一种条件下,绿色的乙烯-醋酸乙烯(EVA)薄膜和无色的 EVA 薄膜与芸苔素颗粒结合使用时效果很好,分别优于使用薄膜覆盖的地块或仅使用添加剂的地块。在密闭温室中,烟灰色低密度聚乙烯(LDPE)、未着色的 EVA 和聚酰胺防渗膜(PA-VIF)在处理后 3 至 8 周内减少/抑制大丽花病毒小圆菌落的效果最好,而绿色 EVA 的效果较差。PA-VIF 和 EVA 绿色薄膜很有吸引力,因为它们可以与生物熏蒸剂结合使用,也可以作为覆盖物用于作物除草。本文表明,基于可持续日晒的方法,单独使用不同的薄膜或将其与芸苔素结合使用,也能成功地防治耐高温病原体(如大丽花病毒)。此外,我们的研究结果初步表明,应根据温室的操作条件来选择薄膜和处理时间。
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引用次数: 0
Integrated enzymatic hydrolysis of crude red onion extract and yeast treatment for production and purification of short-chain inulin and inulin neoseries oligosaccharides 综合酶水解红洋葱粗提取物和酵母处理,生产和纯化短链菊粉和菊粉新系列低聚糖
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-08-10 DOI: 10.1016/j.jafr.2024.101353
Jirat Wongsanittayarak , Nalapat Leangnim , Kridsada Unban , Chartchai Khanongnuch , Saisamorn Lumyong , Pairote Wongputtisin , Apinun Kanpiengjai

As has been confirmed in our previous study, red onion is a promising source of inulin-fructan, inulin neoseries fructan, and their fructooligosaccharides (FOSs). Short-chain FOSs (SCFOSs) are potential prebiotics as they provide many health promoting benefits. However, short-chain inulin neoseries oligosaccharides isolated from plants have scarcely been studied. After prebiotic production, a purification step is essential to produce a functional prebiotic. The aim of this study was to develop new processes of integrated enzymatic hydrolysis of crude red onion extract and yeast treatment for production and purification of SCFOSs. Endo-inulinase is a key enzyme for hydrolysis of crude red onion extract to produce SCFOSs, while Candida orthopsilosis FLA44.2 was employed for purification of the produced SCFOSs. Three different strategies, including two-step (TSP), simultaneous (SP), and semi-simultaneous (SSP) production processes, were designed and investigated as potentially simple, cost-effective, and timesaving production processes. The SP and SSP processes met the objective criteria by exhibiting desirable yields of SCFOSs and the optimal purity of SCFOSs when compared with the TSP process. Notably, the SP process was highlighted as it was simpler than the SSP process. Under optimal conditions (0.4 U of endo-inulinase/g total fructans, 5 % v/v of yeast inoculum and reaction time of 72 h), the SP process conducted in 1-dm3 flasks produced SCFOSs of 87 g/dm3 with neo-GF2 as the main constituent (42 g/dm3) and a purity of 100 %. The ratio of total SCFOSs to total fructans was 0.93 indicating that fructans of the red onion extract have been transformed to SCFOSs.

我们之前的研究证实,红洋葱是菊粉-果聚糖、菊粉新系列果聚糖及其果寡糖(FOSs)的理想来源。短链果寡糖(SCFOSs)是潜在的益生元,因为它们具有许多促进健康的益处。然而,从植物中分离出来的短链菊粉新系列低聚糖却鲜有研究。在生产益生元之后,纯化步骤对生产功能性益生元至关重要。本研究旨在开发红洋葱粗提取物酶水解和酵母处理一体化的新工艺,用于生产和纯化 SCFOS。内胰蛋白酶是水解红洋葱粗提取物生产 SCFOS 的关键酶,而正酵母菌 FLA44.2 则用于纯化所生产的 SCFOS。我们设计并研究了三种不同的策略,包括两步法(TSP)、同步法(SP)和半同步法(SSP)生产工艺,这些生产工艺具有操作简单、成本效益高、节省时间等优点。与 TSP 工艺相比,SP 和 SSP 工艺的 SCFOS 产量理想,纯度最佳,符合目标标准。值得注意的是,SP 工艺比 SSP 工艺更简单,因此得到了强调。在最佳条件下(0.4 U 的内胰蛋白酶/克果聚糖总量、5 % v/v 的酵母接种物和 72 小时的反应时间),在 1 分米3 烧瓶中进行的 SP 工艺产生了 87 克/分米3 的 SCFOS,主要成分为新 GF2(42 克/分米3 ),纯度为 100 %。总 SCFOS 与总果聚糖的比率为 0.93,表明红洋葱提取物中的果聚糖已转化为 SCFOS。
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引用次数: 0
Canadians' experiences of alternative protein foods and their intentions to alter current dietary patterns 加拿大人对替代蛋白质食品的体验及其改变当前饮食模式的意愿
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-08-10 DOI: 10.1016/j.jafr.2024.101354
Gumataw Kifle Abebe , Mariam R. Ismail , Kathleen Kevany , Hiwot Abebe Haileslassie , Treasa Pauley

Despite established evidence about the environmental and health benefits of alternative protein foods (APF), considerable knowledge gaps and misconceptions remain toward APF. Drawing on a national survey (1800+ responses), the study explores Canadians' experiences of APF and intentions to alter current dietary patterns focusing on four APF – plant-based alternative proteins (PBAP) – plant-based (PB) milk, PB meat, lab-grown (LG) meat, and other alternative proteins (OAP) – and two animal-based foods (ANBF)– milk and meat. Data were collected based on a proportional stratified sampling method from all regions of Canada and analyzed using econometric models. While PB milk was the most consumed APF, followed by PB meat, LG meat was the least tried among participants. Perceived complexity of APF discouraged individuals from cutting back on ANBF, while increasing the consumption of APF. Perceived relative advantage was positively related to the adoption of APF. Perceived compatibility strongly influenced individuals’ adoption of PB meat and OAP. Likewise, perceived trialability significantly influenced the adoption of PB milk and PB meat. Despite the perception that APF may have high health related risks associated with processing, additives, calorie and sugar content, this did not prevent individuals from consuming PB milk and OAP. However, perceived risks did affect intentions to alter dietary patterns in the next 12 months. Additionally, meat attachment and sustainability orientation significantly predicted current consumption decisions of APF and intentions to alter dietary patterns. Although sustainability orientation motivates dietary changes, it did not always lead to extreme shifts. Finally, several demographic variables (age, gender, and education), dietary preferences (being omnivore), and residential area and region had influence on current consumption decisions and future intentions. In conclusion, by controlling several factors and through a comparative analysis of various protein sources, the study offers insights into the interplay of innovation-adoption characteristics, perceived risks, meat attachment and sustainability orientation in understanding dietary choices and provides some implications for industry stakeholders and policies promoting APF.

尽管已有证据表明替代蛋白质食品(APF)对环境和健康有益,但人们对替代蛋白质食品的认识仍存在相当大的差距和误解。本研究通过一项全国性调查(1,800 多份回复),探讨了加拿大人对替代蛋白质食品的体验以及改变当前膳食模式的意愿,重点关注四种替代蛋白质食品--植物性替代蛋白质(PBAP)--植物性(PB)牛奶、PB 肉类、实验室培育(LG)肉类和其他替代蛋白质(OAP)--以及两种动物性食品(ANBF)--牛奶和肉类。数据是根据比例分层抽样法从加拿大所有地区收集的,并使用计量经济学模型进行分析。PB牛奶是参与者食用最多的APF,其次是PB肉类,而LG肉类是参与者食用最少的APF。人们所认为的 APF 的复杂性阻碍了他们减少 ANBF 的消费,同时增加了 APF 的消费。感知到的相对优势与 APF 的采用呈正相关。感知到的兼容性强烈影响了个人对 PB 肉和 OAP 的采用。同样,感知到的可试用性也极大地影响了 PB 奶和 PB 肉的采用。尽管人们认为有机食品在加工、添加剂、热量和糖含量方面可能存在较高的健康风险,但这并不妨碍人们消费果汁牛奶和果汁饮料。然而,对风险的感知确实影响了在未来 12 个月内改变饮食模式的意愿。此外,对肉类的依恋和可持续发展取向在很大程度上预示着目前对 APF 的消费决策和改变饮食模式的意愿。虽然可持续发展取向会促使人们改变饮食习惯,但并不总是会导致极端的改变。最后,一些人口统计学变量(年龄、性别和教育程度)、饮食偏好(杂食动物)以及居住地区和区域对当前的消费决策和未来的意向也有影响。总之,通过控制若干因素并对各种蛋白质来源进行比较分析,本研究深入探讨了创新采用特征、感知风险、肉类依恋和可持续发展导向在理解膳食选择方面的相互作用,并为行业利益相关者和促进亚太论坛的政策提供了一些启示。
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引用次数: 0
Unlocking AI's potential in the food supply chain: A novel approach to overcoming barriers 释放人工智能在食品供应链中的潜力:克服障碍的新方法
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-08-09 DOI: 10.1016/j.jafr.2024.101349
Nikhil Ghag , Harshad Sonar , Sandeep Jagtap , Hana Trollman

This paper delves into the challenges impeding the seamless integration of artificial intelligence (AI) within the food supply chain (FSC) and introduces a novel methodological framework that combines the NK Model with the Decision-Making Trial and Evaluation Laboratory (DEMATEL) technique. Through an exhaustive literature analysis and expert discussions, the research identifies and categorizes significant obstacles to AI deployment in the FSC. These hurdles include the imperative for a skilled labor force, financial limits, regulatory complexity and technological limitations. The unique DEMATEL-NK approach highlights the interconnected nature of these barriers, pinpointing the most critical impediments. The study's implications extend to the broader domains of AI adoption in agriculture and the food industry, offering a nuanced perspective for policymakers, industry stakeholders, and researchers. The findings underscore the imperative of overcoming these barriers for the successful implementation of AI technologies in the FSC, promising advancements in efficiency, quality, and sustainability. The innovative methodology not only sheds light on the interconnectedness of these barriers but also provides a systematic approach for prioritizing and implementing solutions. This research offers a fresh viewpoint on barrier relationships, guiding decision-makers in crafting effective strategies and interventions to propel AI integration in the FSC forward.

本文深入探讨了阻碍在食品供应链(FSC)中无缝整合人工智能(AI)的挑战,并引入了一个新颖的方法框架,该框架将 NK 模型与决策试验和评估实验室(DEMATEL)技术相结合。通过详尽的文献分析和专家讨论,该研究确定并归类了在供应链中部署人工智能的重大障碍。这些障碍包括对熟练劳动力的需求、资金限制、监管复杂性和技术限制。独特的 DEMATEL-NK 方法强调了这些障碍的相互关联性,并指出了最关键的障碍。这项研究的意义延伸到农业和食品行业采用人工智能的更广泛领域,为政策制定者、行业利益相关者和研究人员提供了一个细致入微的视角。研究结果强调,要在食品安全委员会成功实施人工智能技术,必须克服这些障碍,从而有望提高效率、质量和可持续性。创新的方法不仅揭示了这些障碍之间的相互联系,还为确定优先次序和实施解决方案提供了系统方法。这项研究为障碍关系提供了一个全新的视角,指导决策者制定有效的战略和干预措施,推动人工智能在渔业安全委员会的整合。
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引用次数: 0
Sensory quality of coffee (Coffea arabica L.): Influence of tree diversity and harvest segmentation in agroforestry systems 咖啡(Coffea arabica L.)的感官质量:农林系统中树木多样性和采摘分段的影响
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-08-08 DOI: 10.1016/j.jafr.2024.101347
Manuel Oliva-Cruz , Rosaura Ysabel Silva-Valqui , Henry Santillan-Culquimboz , Lily Juarez-Contreras , Carlos Oliva-Cruz , Lizette Daniana Méndez-Fasabi , Heidel Marcelo Rojas Ventura , Gelver Silva-Valqui

Coffee (Coffea arabica L.) is a globally important agricultural crop with increasing quality requirements. However, the challenges posed by climate change impact cup quality. Therefore, the objective was to evaluate the influence of tree diversity and crop segmentation under agroforestry systems on the sensory characteristics of coffee. The study employed a 4A*3B factorial design, with factor A: agroforestry systems (mixed system, shade-free system, system with Erythrina edulis and system with Inga edulis) and factor B: segmented harvest (upper, middle, and lower third cherries). Fragrance/aroma, flavor, residual flavor, acidity, body, uniformity, balance, clean cup, sweetness, cupper's score, and final score were evaluated. The results suggest that coffee trees planted in mixed systems provide the best sensory characteristics of coffee in the cup since the highest averages were obtained in most of the variables evaluated. Likewise, it is concluded that the diversity of trees (mixed system and system with Erythrina edulis) has a positive influence on the sensory quality of the coffee, reaching a score of 82.86 and 82.64 for the mixed system and the system with Erythrina edulis respectively; categorizing them as specialty coffees. Agroforestry systems constitute an option for developing sustainable agriculture while improving the sensory quality of coffee in the Peruvian Amazon.

咖啡(Coffea arabica L.)是全球重要的农作物,对质量的要求越来越高。然而,气候变化带来的挑战影响了咖啡杯的质量。因此,本研究旨在评估农林系统下的树木多样性和作物细分对咖啡感官特征的影响。研究采用了 4A*3B 的因子设计,其中因子 A:农林系统(混合系统、无荫系统、有 Erythrina edulis 的系统和有 Inga edulis 的系统),因子 B:分段采收(上、中、下三分之一樱桃)。对香气/香气、风味、残留风味、酸度、醇厚度、均匀度、平衡度、净杯度、甜度、杯测师评分和最终评分进行了评估。结果表明,在混合系统中种植的咖啡树能提供最佳的杯中咖啡感官特性,因为在大多数评估变量中都获得了最高的平均值。同样,研究还得出结论,树木的多样性(混合系统和种植红豆杉的系统)对咖啡的感官质量有积极影响,混合系统和种植红豆杉的系统分别达到了 82.86 分和 82.64 分,被归类为特种咖啡。农林系统是秘鲁亚马逊地区发展可持续农业的一种选择,同时还能改善咖啡的感官质量。
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引用次数: 0
ML-based technologies in sustainable agro-food production and beyond: Tapping the (semi) arid landscape for bioactives-based product development 基于 ML 的可持续农业食品生产及其他技术:利用(半)干旱地貌开发生物活性产品
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-08-08 DOI: 10.1016/j.jafr.2024.101350
Tripti Joshi , Hansa Sehgal , Sonakshi Puri , Karnika , Tanmaya Mahapatra , Mukul Joshi , P.R. Deepa , Pankaj Kumar Sharma

The current era of rapid climate change necessitates greater emphasis on wild, often underutilized yet sturdy, edible plants that are capable of growing in harsh arid lands. When compared to more popular crops like rice, these are often of traditional significance and more region-specific; but needing less chemical fertilizers, pesticides and irrigation water, they can not only provide food and nutrition in a sustainable manner but also medicinally valuable compounds (nutraceuticals) to target various communicable and non-communicable diseases. These bioactive metabolites could also serve as markers for in-process quality control of herbal formulations and as metabolic biomarkers. Of late, a few of the common food crops across the world have benefited from the use of technological interventions, employing various Internet of Things (IoT) devices and sensors to collect data on the farm and conduct agro-food specific analytics. Machine Learning (ML) and deep learning (DL) have found application in numerous facets of agriculture, particularly in tasks such as yield prediction, disease detection, weed detection, crop recognition, and assessing crop quality at pre-harvest, harvest, and post-harvest stages. ML technology also has shown potential to be effectively employed at various stages of bioactives discovery, encompassing target identification, compound screening, lead discovery, as well as pre-clinical and clinical development phases. However, the usage of these modern technologies has been less explored in the desert plants of the world. The current article reviews a few available examples and highlights the potential of employing ML and DL technologies in edible plants of the world, with a focus on sustainable desert flora, for achievement of multidisciplinary objectives, that is, agro-food production, food safety and bioactives discovery.

当今时代气候变化迅速,因此有必要更加重视野生的、通常未得到充分利用但却能在严酷的干旱地区生长的坚固可食用植物。与水稻等更受欢迎的作物相比,这些植物往往具有传统意义,而且更具有地区特异性;但它们对化肥、杀虫剂和灌溉水的需求较少,不仅能以可持续的方式提供食物和营养,还能提供有药用价值的化合物(营养保健品),以防治各种传染性和非传染性疾病。这些生物活性代谢物还可作为草药制剂过程质量控制的标志物和代谢生物标志物。近来,全球一些常见的粮食作物已受益于技术干预,采用各种物联网(IoT)设备和传感器收集农场数据并进行农业食品特定分析。机器学习(ML)和深度学习(DL)已在农业的许多方面得到应用,特别是在产量预测、疾病检测、杂草检测、作物识别以及在收获前、收获和收获后阶段评估作物质量等任务中。在生物活性物质发现的各个阶段,包括目标识别、化合物筛选、先导物发现以及临床前和临床开发阶段,ML 技术也显示出有效应用的潜力。然而,这些现代技术在世界沙漠植物中的应用还较少。本文回顾了几个可用的例子,并强调了在全球可食用植物中采用 ML 和 DL 技术的潜力,重点关注可持续沙漠植物,以实现农业食品生产、食品安全和生物活性发现等多学科目标。
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引用次数: 0
Effect of foaming conditions and drying temperatures on total polyphenol content and drying rate of foam-mat dried banana powder: Modeling and optimization study 发泡条件和干燥温度对泡沫垫干燥香蕉粉的总多酚含量和干燥速率的影响建模和优化研究
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-08-08 DOI: 10.1016/j.jafr.2024.101352
Ngo Van Tai , Hong Van Hao , Tran Thi Ngoc Han , Tran Ngoc Giau , Nguyen Minh Thuy , Nguyen Van Thanh

This study aims to optimize the parameters of the foam-mat drying to produce banana powder. Input parameters of the foam drying such as foaming agent (egg albumin) concentration used from 5 to 15 %, the foam stabilizer (maltodextrin) used from 1 to 3 % and the drying temperature varied between 60 and 80 °C. Factors with 3 levels are arranged according to the Box-Behnken design, which further modelled by RSM (response surface methodology) and ANN (artificial neural network), and optimized. The drying rate and total polyphenol content (TPC) of banana powder under the studied conditions were determined as the target output. The moisture, color, total polyphenol, antioxidant activity and some physical parameters of final fine powder were analyzed. Increasing temperature has increased the drying rate. In addition, increasing the concentrations of egg albumin and maltodextrin maintained the highest TPC and maximum drying rate. ANN model showed the higher forecasting capacity than that of RSM. Moreover, simultaneous optimization of two responses (TPC and drying rate) was selected to maximize the desired value at the concentration of albumin, maltodextrin and drying temperature of 11.86 %, 1.92 %, 74.94 °C, respectively, corresponding to the highest TPC value and drying rate of 1.31 mgGAE/g DW and 2.48 g water/g dry matter/min. At this condition, the drying time was recorded as 103 min. Validation of the optimal ratios showed that the experimental values of TPC and drying rate were in good agreement with the model predicted data. The moisture content and water activity of product were found to be 5.87 ± 0.07 % and 0.37 ± 0.01. The product had bright colors with L*, a* and b* values were measured as 86.4 ± 0.5, 1.75 ± 0.08 and 15.2 ± 0.3, respectively. The high DPPH radical scavenging activity was detected (53.5 %) with the water solubility index and water absorption index of banana powder was determined at value of 56.98 % and 5.17 g/g, respectively. Foam mat dried banana powder was well preserved in paper packaging with aluminum foil.

本研究旨在优化生产香蕉粉的泡沫垫干燥参数。泡沫干燥的输入参数,如发泡剂(鸡蛋白蛋白)的浓度从 5% 到 15%,泡沫稳定剂(麦芽糊精)的浓度从 1% 到 3%,干燥温度从 60°C 到 80°C。根据箱-贝肯设计法,对 3 个水平的因素进行了排列,并通过 RSM(响应面法)和 ANN(人工神经网络)对其进行了建模和优化。在研究条件下,香蕉粉的干燥速率和总多酚含量(TPC)被确定为目标输出。分析了最终细粉的水分、色泽、总多酚、抗氧化活性和一些物理参数。温度的升高提高了干燥速率。此外,增加鸡蛋白蛋白和麦芽糊精的浓度可保持最高的总多酚含量和最大的干燥速率。与 RSM 相比,ANN 模型显示出更高的预测能力。此外,在白蛋白、麦芽糊精浓度和干燥温度分别为 11.86 %、1.92 % 和 74.94 ℃ 时,选择同时优化两个响应(TPC 和干燥速率)可使期望值最大化,对应的最高 TPC 值和干燥速率分别为 1.31 mgGAE/g DW 和 2.48 g 水/g 干物质/分钟。在此条件下,干燥时间为 103 分钟。对最佳配比的验证表明,TPC 和干燥速率的实验值与模型预测的数据十分吻合。产品的水分含量和水活性分别为 5.87 ± 0.07 % 和 0.37 ± 0.01。产品颜色鲜艳,L*、a* 和 b* 值分别为 86.4 ± 0.5、1.75 ± 0.08 和 15.2 ± 0.3。香蕉粉的水溶性指数和吸水性指数分别为 56.98 % 和 5.17 g/g,DPPH 自由基清除活性较高(53.5 %)。泡沫垫干燥的香蕉粉在铝箔纸包装中保存完好。
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引用次数: 0
The role of ethnocentrism in relation to national and geographical indication products – The case of Hungarian pálinka 民族中心主义在国家和地理标志产品中的作用--匈牙利帕林卡酒的案例
IF 4.8 Q1 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2024-08-08 DOI: 10.1016/j.jafr.2024.101344
Péter Czine , Péter Balogh , Áron Török , Zalán Márk Maró

Consumer ethnocentrism plays a key role in the markets of developed countries when governments take protectionist measures due to economic crises and downturns. Consumer ethnocentrism appears to be stronger in relation to the choice and purchase of food and beverages. The purpose of the current study is to investigate the relationship between consumer ethnocentrism and socio-demographic characteristics in the case of a Hungarian national ‘geographical indication’ (GI) spirit called pálinka. The literature emphasises the importance of testing the impact of consumer ethnocentrism on different products, and research on national and GI products is quite limited. Although pálinka is one of the best-known products in Hungary, the perception and quality of the alcoholic beverage have undergone significant changes in recent decades. The analysed sample, representative of the Hungarian alcohol-consuming population, contains the answers of 760 respondents. Consumers' Ethnocentric Tendencies Scale items were used to cluster consumer groups with different perceptions using latent profile analysis (LPA). According to the results, consumer ethnocentrism remains a significant issue in the Hungarian pálinka market despite growing globalisation and consumers' openness to foreign products. There is a higher level of ethnocentrism with national and GI products, which needs to be taken into account by market participants. With the help of cluster analysis, four consumer groups with different socio-demographic characteristics were identified. The results may help actors in the pálinka industry and their competitors (e.g., vodka and whiskey producers and distributors) to understand the Hungarian alcohol market and related consumer groups in respect of ethnocentrism.

当政府因经济危机和衰退而采取保护主义措施时,消费者的民族中心主义在发达国家的市场中发挥着关键作用。在食品和饮料的选择和购买方面,消费者的民族中心主义似乎更为强烈。本研究旨在以匈牙利国家 "地理标志"(GI)酒 "pálinka "为例,调查消费者民族中心主义与社会人口特征之间的关系。文献强调了检验消费者民族中心主义对不同产品影响的重要性,而对民族和地理标志产品的研究却相当有限。虽然帕林卡酒是匈牙利最知名的产品之一,但近几十年来,人们对这种酒精饮料的看法和质量都发生了重大变化。所分析的样本是匈牙利酒类消费人群的代表,包含 760 名受访者的回答。消费者民族中心主义倾向量表项目被用于利用潜在特征分析(LPA)对具有不同观念的消费者群体进行分组。结果显示,尽管全球化程度不断提高,消费者对外国产品持开放态度,但消费者的民族中心主义仍然是匈牙利帕林卡市场的一个重要问题。消费者对本国产品和地理标志产品的民族中心主义程度较高,这一点需要市场参与者予以考虑。在聚类分析的帮助下,确定了具有不同社会人口特征的四个消费群体。分析结果有助于帕林卡行业的参与者及其竞争对手(如伏特加和威士忌的生产商和经销商)了解匈牙利酒类市场和相关消费群体的民族中心主义。
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引用次数: 0
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Journal of Agriculture and Food Research
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