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An overview of carbon footprint reduction in the global coffee trade: Sustainable production, consumption 全球咖啡贸易碳足迹减少概述:可持续生产、消费
Pub Date : 2026-01-21 DOI: 10.1016/j.afres.2026.101716
Xia Li , Bulitia Godrick , Tinega Nyamoko Joseph , Fengting Li
Coffee is one of the world’s most traded products, with coffee consumption becoming part of our daily lives. With increasing coffee production and consumption, the coffee trade between producing and non-producing countries is expected to continue growing. However, the coffee supply chain negatively impacts the environment through carbon emissions. As a result, this overview highlights and recommends specific initiatives that the coffee industry can embrace to reduce carbon emissions. These include: the replacement of plastic cup packaging with biodegradable cups; the use of plant-based milk products as opposed to cow milk; the integration of organic farming systems; the use of a heat induction hub to replace LPG gas stove; the reuse of spent coffee ground waste for brick making process and biofuels; introduction of carbon tax and automation of wet mill processing and wastewater reuse. This, in turn, not only reduces carbon footprint but mitigates the impact of climate change thus building a resilient coffee supply chain. Further study could be explored on building a more climate-smart and resilient coffee supply chain.
咖啡是世界上贸易量最大的产品之一,咖啡消费已经成为我们日常生活的一部分。随着咖啡产量和消费量的增加,生产国和非生产国之间的咖啡贸易预计将继续增长。然而,咖啡供应链通过碳排放对环境产生负面影响。因此,这篇综述强调并建议了咖啡行业可以采取的减少碳排放的具体举措。这些措施包括:用可生物降解的杯子代替塑料杯包装;使用植物性奶制品而不是牛奶;有机农业系统的整合;采用热感应轮毂取代石油气燃气灶;将咖啡渣用于制砖和生物燃料;引入碳税和湿磨加工和废水回用的自动化。反过来,这不仅减少了碳足迹,还减轻了气候变化的影响,从而建立了一个有弹性的咖啡供应链。可以进一步研究如何建立一个更加气候智能型和适应性更强的咖啡供应链。
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引用次数: 0
Characterization of Osborne-extracted proteins from black soldier fly (Hermetia illucens) larvae: Functional properties, allergenicity, bioactivities, and acute toxicity 黑兵蝇(Hermetia illucens)幼虫奥斯本提取蛋白的特性:功能特性、致敏性、生物活性和急性毒性
Pub Date : 2026-01-15 DOI: 10.1016/j.afres.2026.101701
Arpamas Vachiraarunwong , Kwanchanok Praseatsook , Sirinya Taya , Phatthawin Setthaya , Akkasit Jongjareonrak , Min Gi , Rawiwan Wongpoomchai , Jetsada Ruangsuriya
Edible black soldier fly (Hermetia illucens) larvae (BSFL) contain high-quality protein. Crude BSFL extracts have been studied for alternative dietary protein developments. This study examined four BSFL protein types including albumin (ALB), globulin (GLO), prolamin (PRO), and glutelin (GLU), extracted by Osborne method. Their chemical composition, physical properties, and biological activities were investigated. Each protein exhibited different amino acid compositions and physical properties. Notably, GLU exhibited excellent foaming and emulsifying capacities. To mimic human consumption, all proteins were undergone in vitro digestion, and their biological activities were subsequently measured. The allergenic protein known as invertebrate tropomyosin-1 (TMP1), which was detected in BSFL, ALB, and GLO, was undetecTable after the digestion, suggesting a reduction in allergenicity. Digested PRO (DPRO) presented the strongest ferric reducing activity, while digested GLU (DGLU) was particularly effective in scavenging DPPH and ABTS radicals. DPRO also showed anti-inflammation in macrophage cells and exhibited cytotoxicity against A549, HepG2, and SW620 cell lines. Moreover, no sign of acute toxicity was observed in rats following a single administration of ALB, GLO, or GLU at 2 g/kg bw or PRO at 5 g/kg bw over 14 days.These findings indicated that BSFL-derived proteins obtained by Osborne method are high-quality functional proteins with promising physical and biological activities having the potential use as a sustainable alternative dietary protein and a functional food.
食用黑兵蝇(Hermetia illucens)幼虫(BSFL)含有优质蛋白质。牛蒡子叶粗提物已被研究用于替代饲粮蛋白质的开发。本研究检测了四种BSFL蛋白类型,包括白蛋白(ALB)、球蛋白(GLO)、prolamin (PRO)和谷蛋白(GLU),这些蛋白是用Osborne法提取的。研究了它们的化学组成、物理性质和生物活性。每种蛋白质具有不同的氨基酸组成和物理性质。值得注意的是,GLU具有优异的发泡和乳化能力。为了模拟人类食用,所有蛋白质都进行了体外消化,并随后测量了它们的生物活性。在BSFL、ALB和GLO中检测到的致敏蛋白无脊椎原肌球蛋白-1 (TMP1)在消化后检测不到,表明致敏性降低。消化后的PRO (DPRO)具有最强的铁还原活性,而消化后的GLU (DGLU)对DPPH和ABTS自由基的清除尤其有效。DPRO在巨噬细胞中也表现出抗炎症作用,并对A549、HepG2和SW620细胞系表现出细胞毒性。此外,在14天内单次给予ALB、GLO或GLU (2g /kg bw)或PRO (5g /kg bw),大鼠未观察到急性毒性迹象。以上结果表明,本方法获得的bsfl衍生蛋白是一种高质量的功能蛋白,具有良好的物理和生物活性,具有作为可持续替代膳食蛋白和功能性食品的潜力。
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引用次数: 0
Advances in extracting bioactive constituents from Medicago sativa L. (Alfalfa): A systematic approach of green and conventional techniques 从紫花苜蓿中提取生物活性成分的研究进展:绿色与常规技术相结合的系统方法
Pub Date : 2026-01-15 DOI: 10.1016/j.afres.2026.101696
Parham Joolaei Ahranjani , Hamid Rashidi Nodeh , Zahra Esfandiari , Giovanna Ferrentino
Medicago sativa L. (alfalfa) is increasingly recognized as a rich source of health-promoting phytochemicals whose efficient, sustainable recovery remains technically challenging. This systematic review revises current extraction strategies and associated bioactive profiles, providing an evidence-based roadmap to obtain extracts valuable for the food, nutraceutical and pharmaceutical sectors. A PRISMA-guided search of PubMed, Scopus and Web of Science (literature up to March 2025) yielded 80 eligible studies. These investigations collectively report 124 distinct bioactive constituents—classified into 13 chemotypes (alkaloids, amino-acid derivatives, carbohydrates, carotenoids, coumarins, coumestans, flavonoids, phenolics, pigments, saponins, sterols, terpenoids and vitamins)—isolated from alfalfa leaves, stems, roots or seeds. Extraction technologies were grouped as conventional (maceration, Soxhlet, hydrodistillation) or innovative (ultrasound-, microwave-, enzyme-, pulsed-electric-field and supercritical-fluid-assisted methods). Meta-comparison shows that innovative technologies—particularly ultrasound-assisted extraction, supercritical CO₂ (with ethanol as co-solvent) achieves equal or superior yields of key flavonoids, phenolics and triterpene saponins while reducing solvent consumption (30–90 %), energy use (40–70 %) and thermal degradation relative to conventional techniques.
苜蓿(Medicago sativa L.)越来越被认为是一种富含促进健康的植物化学物质的来源,其高效、可持续的恢复仍然是技术上的挑战。本系统综述修订了目前的提取策略和相关的生物活性概况,提供了一个基于证据的路线图,以获得对食品、营养保健和制药部门有价值的提取物。prisma引导下对PubMed、Scopus和Web of Science(2025年3月之前的文献)进行检索,得到80项符合条件的研究。这些研究共报告了从苜蓿叶、茎、根或种子中分离出的124种不同的生物活性成分,分为13种化学型(生物碱、氨基酸衍生物、碳水化合物、类胡萝卜素、香豆素、香豆素、黄酮类、酚类、色素、皂苷、甾醇、萜类和维生素)。提取技术分为传统的(浸渍法、索氏法、加氢蒸馏法)和创新的(超声法、微波法、酶法、脉冲电场法和超临界流体辅助法)。荟萃比较表明,与传统技术相比,创新技术——特别是超声辅助提取、超临界co2(以乙醇为共溶剂)——在减少溶剂消耗(30 - 90%)、能源消耗(40 - 70%)和热降解的同时,获得了同等或更高的关键类黄酮、酚类和三萜皂苷的收率。
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引用次数: 0
Can the region of production affect the quality and composition of olive oil? Comparative study on two olive cultivars 生产地区会影响橄榄油的质量和成分吗?两种橄榄品种的比较研究
Pub Date : 2026-01-14 DOI: 10.1016/j.afres.2026.101689
Pedrina Rocha , Sandra Lamas , Susana Casal , Luísa L. Martins , Nuno Rodrigues
Portugal is a notable olive oil-producing country, gaining prominence in the last decade. This study examined how geographic origin influences olive oil quality by analyzing samples from three key regions (Alentejo, Beira Interior, and Trás-os-Montes) and two major cultivars: Cobrançosa and Galega. All oils met the extra-virgin classification criteria, with free acidity consistently below 0.30%, and peroxide values ranging from 2.3 to 6.7 mEq O₂/kg. Alentejo oils were sensorially more intense, showing higher bitterness and pungency (up to 6.1 and 6.8, respectively). Significant chemical differences were also observed: Trás-os-Montes oils presented the highest monounsaturated fatty acid content (up to 76% MUFA), whereas Alentejo showed the greatest concentrations of hydroxytyrosol-based compounds (up to 450 mg/kg) and strong antioxidant activity (DPPH inhibition up to 80%). Beira Interior oils exhibited the highest α-tocopherol levels (up to 428 mg/kg). Heatmaps and principal component analysis (PCA) revealed clear chemical differences based on origin, demonstrating that environmental factors significantly influence composition, oxidative stability, and antioxidant potential. These results highlight the role of terroir in shaping both the sensory and chemical properties of Portuguese olive oils.
葡萄牙是一个著名的橄榄油生产国,在过去十年中声名鹊起。本研究通过分析三个关键地区(阿连特茹、贝拉内饰和Trás-os-Montes)和两个主要品种(cobranosa和Galega)的样品,考察了地理来源对橄榄油质量的影响。所有油都符合特级初榨分级标准,游离酸度始终低于0.30%,过氧化值在2.3至6.7 mEq O₂/kg之间。阿连特茹油在感官上更强烈,表现出更高的苦味和辛辣(分别高达6.1和6.8)。还观察到显著的化学差异:Trás-os-Montes油具有最高的单不饱和脂肪酸含量(高达76% MUFA),而阿连特茹油具有最高的羟基酪醇化合物浓度(高达450 mg/kg)和强抗氧化活性(DPPH抑制率高达80%)。贝拉油α-生育酚含量最高(达428 mg/kg)。热图和主成分分析(PCA)显示出明显的化学差异,表明环境因素显著影响其组成、氧化稳定性和抗氧化潜力。这些结果突出了风土在塑造葡萄牙橄榄油的感官和化学特性方面的作用。
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引用次数: 0
Phenolic compounds and flavonoids as part of bioactive substances in grape pomace extracts from six cultivars of Vitis vinifera L. grown in the Tajna locality (Slovakia) 斯洛伐克Tajna地区6个葡萄品种葡萄渣提取物中酚类化合物和类黄酮的生物活性成分
Pub Date : 2026-01-14 DOI: 10.1016/j.afres.2026.101687
Janette Musilová , Silvia Fedorková , Judita Lidiková , Alena Vollmannová , Zuzana Poláková , Natália Čeryová , Pavol Trebichalský
Grape pomace (GP) is considered a good source of antioxidant active phenolic compounds, including phenolic acids and flavonoids. GP extracts from six Vitis vinifera cultivars were used to determine total polyphenol content, selected flavonoids (myricetin, quercetin, kaempferol, and rutin), phenolic acids (gallic, sinapic, cinnamic, and p-coumaric acids), and antioxidant activity (DPPH, FRAP). The total polyphenol content was from 15.1 (cv. Merlot) to 36.4 (cv. Cabernet Franc) mg GAE/g dry weight (DW), the myricetin content was max. 28.5 (cv. Merlot), quercetin 109 (Cabernet Franc), kaempferol 26.4 (cv. Cabernet Franc) and rutin 66.6 (cv. Cabernet Sauvignon) mg/kg DW in GP extracts. The content of gallic acid was 7.61–70.1, sinapic acid BDL–47.1, cinnamic acid BDL–6.34, and p-coumaric BDL–7.60 mg/kg DW (BDL – below detection limit). The highest antioxidant activity (DPPH method) was determined in GP extract from cv. Dunaj and Cabernet Franc (24.4 µmol TE/g DW), resp. in GP extract cv. Cabernet Franc (91.5 µmol TE/g DW – FRAP method). The aim of the study was to quantify selected biologically active substances present in Vitis vinifera pomace.
葡萄渣(GP)被认为是抗氧化活性酚类化合物的良好来源,包括酚酸和类黄酮。采用葡萄葡萄(Vitis vinifera) 6个品种的GP提取物,测定总多酚含量、黄酮类化合物(杨梅素、槲皮素、山奈酚和芦丁)、酚酸(没食子酸、辛酸、肉桂酸和对香豆酸)和抗氧化活性(DPPH、FRAP)。总多酚含量为15.1 (cv)。梅洛(Merlot)至36.4 (cv。品丽珠(Cabernet Franc) mg GAE/g干重时,杨梅素含量最高。28.5(简历。梅洛),槲皮素109(品丽珠),山奈酚26.4 (cv。品丽珠)和芦丁66.6 (cv。赤霞珠)mg/kg DW的GP提取物。没食子酸含量为7.61 ~ 70.1,辛酸含量为47.1 mg/kg DW,肉桂酸含量为6.34 mg/kg DW,对香豆酸含量为7.60 mg/kg DW(低于检测限)。用DPPH法测定其抗氧化活性最高。Dunaj和Cabernet Franc(24.4µmol TE/g DW);在GP提取物cv。品丽珠(91.5µmol TE/g DW - FRAP法)。本研究的目的是定量选择葡萄果渣中存在的生物活性物质。
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引用次数: 0
Development and quality evaluation of innovative gluten free pizza containing prickly pear seeds powder as a functional ingredient 以刺梨籽粉为功能成分的新型无麸质披萨的研制与质量评价
Pub Date : 2026-01-13 DOI: 10.1016/j.afres.2026.101683
Galila A.H. Asker , Essam Mohamed Elsebaie , Manal Salah Abbas Elgendy , Arwa Mohamed Mahmoud Elashry , Sara Riyad Nassef , Hala Ali Yousef Shaat , Fatma M. Saleh , Amira Lotfy Abd Allah , Mona M.H. Mousa
This study evaluated the techno-functional, nutritional, thermal, antioxidant, and sensory characteristics of gluten-free pizza formulated from rice–corn composite flour enriched with prickly pear seeds powder (PPSP) at levels of 0, 5, 10, and 15 %. PPSP demonstrated markedly superior hydration properties compared with rice and corn flours, showing water absorption capacity exceeding 220 %, oil absorption of approximately 190 %, and a swelling power increase of up to 35 %, reflecting its rich fiber and lipid profile. Incorporation of PPSP significantly modified pasting behavior, decreasing peak viscosity by 12–28 %, increasing gelatinization temperature by 3–6°C, and reducing enthalpy by up to 18 %, indicating restricted starch granule swelling and enhanced matrix interactions. PPSP improved the nutritional composition of the flour blends, increasing protein content from 7.6 % to 10.8 %, crude fiber from 1.9 % to 7.4 %, lipids from 1.2 % to 4.9 %, and mineral content by more than 40 %, while reducing carbohydrates and caloric density. Antioxidant analysis showed substantial enhancement in bioactivity, with total phenolics increasing from 12.4 to 231.6 mg GAE/100 g (≈19-fold), flavonoids from 4.8 to 58.3 mg QE/100 g, and DPPH radical scavenging capacity rising from 18 % to 79 % at 15 % PPSP. PPSP also influenced physical characteristics, reducing pizza diameter by 6–11 %, volume by 9–15 %, and increasing thickness by 12–20 % due to higher water-binding capacity. Staling measurements showed improved water retention, with moisture loss reduced by 22–31 % during storage. Sensory evaluation revealed that the 5 % PPSP formulation retained high acceptability (overall score: 8.70 vs. 8.92 in control), while higher levels (10–15 %) led to significant declines in color, flavor, and texture. Overall, PPSP is a promising functional additive that substantially enhances the nutritional, antioxidant, and structural properties of gluten-free pizza while maintaining acceptable sensory quality at moderate inclusion levels.
本研究评估了由稻谷复合面粉制成的无麸质披萨的技术功能、营养、热、抗氧化和感官特性,这些面粉中添加了0、5、10和15%的仙人掌籽粉。与米粉和玉米粉相比,PPSP的水化性能明显更好,吸水率超过220%,吸油率约为190%,膨胀力提高高达35%,这反映了其丰富的纤维和脂质特征。PPSP的加入显著改变了糊化行为,峰值粘度降低了12 - 28%,糊化温度提高了3-6°C,焓降低了18%,表明淀粉颗粒膨胀受限,基质相互作用增强。PPSP改善了混合面粉的营养成分,蛋白质含量从7.6%提高到10.8%,粗纤维从1.9%提高到7.4%,脂质从1.2%提高到4.9%,矿物质含量提高了40%以上,同时降低了碳水化合物和热量密度。抗氧化分析显示其生物活性显著增强,总酚类物质从12.4 mg GAE/100 g增加到231.6 mg GAE/100 g(≈19倍),总黄酮从4.8 mg QE/100 g增加到58.3 mg QE/100 g, DPPH自由基清除能力从18%增加到79%。PPSP还影响了比萨饼的物理特性,由于更高的水结合能力,比萨饼的直径减少了6 - 11%,体积减少了9 - 15%,厚度增加了12 - 20%。贮藏测量表明,保水性能得到改善,在贮藏过程中水分损失减少了22 - 31%。感官评估显示,5%的PPSP配方保持了较高的可接受性(总分:8.70比8.92对照组),而更高水平(10 - 15%)导致颜色,风味和质地显著下降。总的来说,PPSP是一种很有前途的功能添加剂,它可以在适度的添加水平下显著提高无麸质披萨的营养、抗氧化和结构特性,同时保持可接受的感官质量。
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引用次数: 0
Trends and viability of omega-3 fatty acid microencapsulation: A bibliometric and critical analysis omega-3脂肪酸微胶囊化的趋势和可行性:文献计量学和批判性分析
Pub Date : 2026-01-13 DOI: 10.1016/j.afres.2026.101685
William Vera , Henry Daniel Muñoz-More , Luis Alberto Ruiz-Flores , Juliana Maricielo Nole-Jaramillo , Diana María Nolazco-Cama , Luis Alfredo Espinoza-Espinoza
This study combines a bibliometrics analysis and a critical review on the microencapsulation of omega-3 fatty acids derived from animal, plant, and protist sources, aiming to identify scientific trends, advances in oxidative stability, and the physicochemical mechanisms responsible for lipid protection. Research published between 2010 and 2024 in the Scopus, Web of Science, and PubMed databases was examined, selecting 92 studies that met the inclusion criteria. The bibliometric analysis revealed a sustained increase in scientific production, with China, Unites States, and Argentina identified as the leading contributors, and Food Chemistry as the most influential journal in the field. The results demonstrate that microencapsulation processes significantly improve oxidative stability and extend the shelf life of omega-3 fatty acids for up to three months under controlled storage conditions. The most employed techniques were spray drying, complex coacervation, lyophilization, and coaxial electrospraying, all showing the ability to from dense structures with acceptable encapsulation efficiency (>60%) and low zeta potential (approximately -50 mV). The wall materials with the best rheological performance were polysaccharides (maltodextrin, chitosan, gum Arabic) and proteins (zein, whey isolate, and caseinate), which act through electrostatic and hydrophobic interactions that strengthen the protective matrix. The protective effect is attributed to the formation of semipermeable barriers that limit oxygen diffusion and free radical propagation, thereby preserving the profile of essential fatty acids (ALA, EPA, and DHA). These findings reinforce that microencapsulation is an effective strategy for maintaining fatty acid integrity and developing functional foods enriched with omega-3s.
本研究结合文献计量学分析和对来源于动物、植物和原生生物来源的omega-3脂肪酸微胶囊的批判性回顾,旨在确定科学趋势、氧化稳定性的进展以及负责脂质保护的物理化学机制。研究人员检查了2010年至2024年间在Scopus、Web of Science和PubMed数据库中发表的研究,选择了92项符合纳入标准的研究。文献计量分析显示,科学产出持续增长,中国、美国和阿根廷被确定为主要贡献者,食品化学是该领域最具影响力的期刊。结果表明,微胶囊化工艺显著提高了omega-3脂肪酸的氧化稳定性,并在受控的储存条件下将其保质期延长了3个月。最常用的技术是喷雾干燥、复杂凝聚、冻干和同轴电喷涂,这些技术都显示出能够从致密的结构中获得可接受的封装效率(60%)和低zeta电位(约-50 mV)。流变性能最好的壁材是多糖(麦芽糖糊精、壳聚糖、阿拉伯胶)和蛋白质(玉米蛋白、乳清分离物和酪蛋白酸盐),它们通过静电和疏水相互作用增强了保护基质。这种保护作用归因于半透性屏障的形成,限制了氧的扩散和自由基的传播,从而保持了必需脂肪酸(ALA, EPA和DHA)的分布。这些发现强化了微胶囊化是维持脂肪酸完整性和开发富含omega-3的功能性食品的有效策略。
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引用次数: 0
Stability, printability, and postprocessing of low oil emulsion gels for 3D printing: Effect of guar gum, locust bean gum, and oil concentration 用于3D打印的低油乳化凝胶的稳定性、可打印性和后处理:瓜尔胶、刺槐豆胶和油浓度的影响
Pub Date : 2026-01-13 DOI: 10.1016/j.afres.2026.101688
Tomás Serrano- González , Carolina Herrera-Lavados , Gipsy Tabilo-Munizaga , Luis Moreno-Osorio , Mario Pérez-Won
Emulsion gels play a crucial role in 3D/4D printing technologies. Although many studies have investigated hydrocolloids to improve the physical properties of emulsion gels with high oil concentrations (>50%), research on low-oil systems remains scarce. Their printability, as well as critical aspects such as thermal processing stability and microstructure regulation after 3D printing, are largely unexplored. This study aimed to evaluate locust bean gum (LBG) (0.50%, 0.75%, and 1.00%) and guar gum (GG) (0.05%, 0.20%, and 0.50%), along with soybean oil (SO) concentrations (10%, 15%, and 20%), on the rheological and textural properties, printability, and postprocessing (baking and microwaving) of 3D printed emulsion gels. The results showed that increased hydrocolloid concentration significantly improved the apparent viscosity, storage modulus (G′), and loss modulus (G′’). Stability increased as hydrocolloid concentration rose and oil concentration decreased, enhancing hardness and reducing adhesiveness while maintaining low dimensional deviation (< 10%) and improving 3D print quality. Printability was enhanced due to new hydrophilic interactions in the emulsion gel. Baking proved to be more effective in maintaining the structural stability of printed gels, resulting in increased hardness and minimal adhesiveness. These findings highlight that incorporating LBG and GG at low SO concentrations produced stable figures for 3D printing, with GG being more suitable for high-quality stable applications. This effect is likely due to GG's higher D-mannosyl:D-galactosyl ratio (2:1), which promotes non-covalent interactions with lentil protein and starch, leading to a denser network structure.
乳液凝胶在3D/4D打印技术中起着至关重要的作用。尽管许多研究已经研究了水胶体来改善高含油浓度(50%)的乳液凝胶的物理性质,但对低含油体系的研究仍然很少。它们的可打印性,以及3D打印后的热加工稳定性和微观结构调节等关键方面,在很大程度上尚未得到探索。本研究旨在评估刺槐豆胶(LBG)(0.50%, 0.75%和1.00%)和瓜尔胶(GG)(0.05%, 0.20%和0.50%)以及大豆油(SO)浓度(10%,15%和20%)对3D打印乳液凝胶的流变学和质地特性,可打印性和后处理(烘烤和微波)的影响。结果表明,水胶体浓度的增加显著提高了表观粘度、储存模量(G′)和损失模量(G′)。稳定性随着水胶体浓度的升高和油浓度的降低而提高,在保持低尺寸偏差(< 10%)的同时,硬度提高,黏附性降低,提高了3D打印质量。由于乳液凝胶中新的亲水性相互作用,印刷适性得到了提高。烘烤被证明在保持打印凝胶的结构稳定性方面更有效,从而增加硬度和最小的粘附性。这些发现强调,在低SO浓度下结合LBG和GG可以为3D打印提供稳定的数据,其中GG更适合高质量的稳定应用。这种效应可能是由于GG较高的d -甘露糖基:d -半乳糖基比例(2:1),促进了与扁豆蛋白和淀粉的非共价相互作用,导致更密集的网络结构。
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引用次数: 0
Towards food safety: Identifying fake rice using SVM and contour analysis 走向食品安全:利用支持向量机和等高线分析识别假大米
Pub Date : 2026-01-10 DOI: 10.1016/j.afres.2026.101680
Vijeeta Patil , Geeta R Bharamagoudar , Shashikumar G Totad
In India, rice is the most widely consumed staple food compared to wheat and other millets. However, the emergence of fake or plastic rice, visually indistinguishable from real rice, has raised serious food safety concerns. Consumption of such adulterated rice, made from toxic materials like polystyrene, poses significant health risks. Hence, differentiating counterfeit rice from genuine varieties has become essential. The growing prevalence of synthetic rice poses significant threats to food safety and public health, necessitating the development of reliable and scalable detection systems. This study presents a machine learning-based approach for the identification of fake rice using Support Vector Machine (SVM) and contour analysis. The proposed system leverages image-based features, including morphological, color, and contour-based characteristics, to distinguish real rice grains from spurious ones. In its initial version, referred to as Prediction 1.0, the model employs traditional image processing techniques for feature extraction and uses SVM-support vector machine classifier to perform binary classification. Preprocessing steps such as resizing, orientation correction, and data augmentation enhanced the model’s ability to generalize across different rice varieties and imaging conditions. The system achieved a high classification confidence of 97.3%, demonstrating its robustness and reliability in detecting fake rice. Visual results from the model underscore the effectiveness of contour-based features in discriminating between genuine and counterfeit grains. The findings highlight the strong potential of combining contour analysis with machine learning techniques to build cost-effective, scalable, and automated solutions for quality control in the rice industry.
在印度,与小麦和其他小米相比,大米是消费最广泛的主食。然而,假大米或塑料大米的出现,在视觉上与真大米无法区分,引起了严重的食品安全问题。食用这种由聚苯乙烯等有毒材料制成的掺假大米会对健康构成重大威胁。因此,区分假冒大米和正品大米变得至关重要。合成水稻的日益流行对食品安全和公众健康构成重大威胁,因此有必要开发可靠和可扩展的检测系统。本文提出了一种基于机器学习的支持向量机(SVM)和轮廓分析的假大米识别方法。该系统利用基于图像的特征,包括形态、颜色和轮廓特征,来区分真实的米粒和虚假的米粒。在其最初的版本(称为Prediction 1.0)中,该模型采用传统图像处理技术进行特征提取,并使用svm -支持向量机分类器进行二值分类。调整大小、方向校正和数据增强等预处理步骤增强了模型在不同水稻品种和成像条件下的泛化能力。该系统的分类置信度达到97.3%,证明了该系统对假大米的鲁棒性和可靠性。该模型的视觉结果强调了基于轮廓的特征在区分真假谷物方面的有效性。研究结果强调了将轮廓分析与机器学习技术相结合的强大潜力,可以为大米行业的质量控制建立具有成本效益、可扩展和自动化的解决方案。
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引用次数: 0
Promotion of stable polymorphs and molecular compound formation in mixtures of a high melting fraction of extra virgin olive oil and cocoa butter 在特级初榨橄榄油和可可脂的高熔点混合物中促进稳定的多晶和分子化合物的形成
Pub Date : 2026-01-10 DOI: 10.1016/j.afres.2026.101681
Laura Bayés-García , Teresa Calvet , Kiyotaka Sato
The complex polymorphic crystallization and melting behavior of mixtures of the high melting fraction (HMF) of extra virgin olive oil (EVOO) and cocoa butter (CB) was analyzed in the present work. All the mixtures prepared for every 10 % concentration ratio were subjected to a cooling procedure from the molten state (50 °C) to -50 °C at a rate of 2 °C/min, and a subsequent heating to the starting temperature at the same rate. Time-resolved synchrotron radiation X-ray diffraction (SR-XRD) experiments, based on simultaneous small- (SR-SAXD) and wide- (SR-WAXD) angle measurements was used to describe the polymorphism exhibited by single HMF and CB, and selected blends of 30CB/70HMF, 50CB/50HMF and 70CB/30HMF. Six (α-2 L, β’3–2 L, β’2–2 L, β’1–2 L, β’2–3 L, β’1–3 L) and two (Forms I and II) polymorphic forms were encountered in single HMF of EVOO and CB, respectively, at the experimental conditions examined. By contrast, in the blends, HMF crystallized in just two phases (β’3–2 L, β’2–2 L), whereas CB was detected in Forms I, II, IV and V. Many difficulties arose in phase identification, due to the large similarities between polymorphs of the raw materials. The addition of CB resulted in a relevant increase of the crystallization and melting temperatures in the mixtures, which were caused by the formation of Forms IV and V of CB, but also the occurrence of a molecular compound (MC) structure. The promotion of more stable forms of CB may be due to the presence of liquid oil (HMF), which accelerated polymorphic transformations by thermodynamic solvent effects. The results obtained in this work may be suitable for the reduction of saturated fats, favoring the predominance of the monounsaturated ones, like oleic acid.
本文分析了特级初榨橄榄油(EVOO)与可可脂(CB)高熔点(HMF)混合物的复杂晶型结晶和熔融行为。以每10%的浓度比制备的所有混合物以2°C/min的速度从熔融状态(50°C)冷却到-50°C,然后以相同的速度加热到起始温度。采用小角(SR-SAXD)和宽角(SR-WAXD)同时测量的时间分辨同步辐射x射线衍射(SR-XRD)实验,描述了单一HMF和CB以及30CB/70HMF、50CB/50HMF和70CB/30HMF共混物的多态性。在实验条件下,EVOO和CB的单个HMF中分别存在6种(α-2 L、β ' 3-2 L、β ' 2-2 L、β ' 1-2 L、β ' 2-3 L、β ' 1-3 L)和2种(I型和II型)多态性。相比之下,在共混物中,HMF仅以两种相(β ' 3-2 L, β ' 2-2 L)结晶,而CB则以形式I, II, IV和v检测到。由于原料的多晶型之间存在很大的相似性,因此在相识别方面存在许多困难。CB的加入使混合物的结晶温度和熔化温度相应升高,这是由于CB的IV和V型的形成,以及分子化合物(MC)结构的出现。液态油(HMF)的存在可能促进了CB更稳定的形态,从而加速了热力学溶剂效应下的多态转变。这项工作的结果可能适用于减少饱和脂肪,有利于单不饱和脂肪的优势,如油酸。
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Applied Food Research
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