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The impact of guest compounds and complexation techniques on the encapsulation of β-cyclodextrin for active packaging applications 客体化合物和络合技术对活性包装中β-环糊精包封的影响
IF 3.3 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-08-18 DOI: 10.1007/s11694-025-03550-w
Nafeesa Mohamad Jilani, Hayati Samsudin, Mohd Firdaus Yhaya

Challenges related to the direct incorporation of volatile antimicrobial compounds into packaging materials were effectively addressed through the use of β-cyclodextrin (βCD) for encapsulation. This research investigated the factors influencing the encapsulation process through the application of two preparation techniques (i.e., co-precipitation, kneading) and two guest compounds (i.e., linalool, eugenyl acetate). The results demonstrated effective encapsulation as evidenced by conformational analysis, which included Fourier-transform infrared spectroscopy (FTIR), differential scanning calorimetry (DSC), and thermogravimetric analysis (TGA) along with quantitative measurements, encapsulation efficiency (EE%) and release kinetics. The analysis collectively confirmed the encapsulation process by demonstrating comparable absorbance peaks and transition temperatures to native βCD, shifts in the water peak, the absence of guest compound peaks, and altered degradation temperatures. FTIR results indicated that co-precipitation demonstrated greater effectiveness for stable encapsulation, notably improving the thermal stability of eugenyl acetate with significantly (p < 0.05) elevated decomposition temperatures (318 °C) and enhancing the encapsulation efficiency of linalool by 24.2%. Regarding release kinetics, co-precipitation samples exhibited a controlled and steady release, reaching equilibrium for linalool/βCD on day 7 (37 mg/L) and eugenyl acetate/βCD on day 10 (70 mg/L). In contrast, kneading samples resulted in an uncontrolled release pattern for linalool/βCD, characterized by a bursting effect (3292 mg/L on day 1) while eugenyl acetate/βCD never reached equilibrium. The findings highlight the interplay between the guest compound and the preparation methods, indicating that optimized inclusion complexes can function as active additives to enhance the preservation of fresh produce (i.e., cherry tomatoes).

通过使用β-环糊精(βCD)进行封装,有效地解决了与挥发性抗菌化合物直接掺入包装材料相关的挑战。本研究通过两种制备工艺(共沉淀法、揉制法)和两种客体化合物(芳樟醇、醋酸丁香酯)对包封过程的影响因素进行了研究。构象分析(包括傅里叶变换红外光谱(FTIR)、差示扫描量热法(DSC)和热重分析(TGA)以及定量测量、包封效率(EE%)和释放动力学)证明了包封效果。该分析通过展示与天然βCD相似的吸光度峰和转变温度、水峰的移动、客体化合物峰的缺失以及降解温度的改变,共同证实了包封过程。FTIR结果表明,共沉淀具有较好的包封效果,显著提高了乙酸丁香酯的热稳定性(p < 0.05),分解温度(318℃)显著提高,芳樟醇包封效率提高24.2%。在释放动力学方面,共沉淀样品表现出可控的稳定释放,第7天芳樟醇/βCD达到平衡(37 mg/L),第10天乙酸丁香酯/βCD达到平衡(70 mg/L)。相比之下,揉捏样品导致芳樟醇/βCD的不可控释放模式,其特征是爆发效应(第1天为3292 mg/L),而乙酸丁香酯/βCD从未达到平衡。研究结果强调了客体化合物与制备方法之间的相互作用,表明优化后的包合物可以作为活性添加剂,增强新鲜农产品(如圣果)的保存。
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引用次数: 0
Enhanced bioavailability of rowanberry bioactives via ultrasonic extraction and encapsulation 超声提取包封法提高罗凡果生物活性物质的生物利用度
IF 3.3 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-08-18 DOI: 10.1007/s11694-025-03552-8
Ferda Koc, Nalan Yazicioglu, Gulum Sumnu

This study investigates the enhancement of bioavailability of bioactive compounds from rowanberries throug ultrasonic-assisted extraction of phenolic, flavonoid, antioxidant, and pectin content. The bioactive compounds were further encapsulated using psyllium gum, aiming to improve their stability and bioavailability. The extraction parameters, including ultrasonic power (360 W, 420 W, and 600 W), time (10, 20, and 30 min), and solid-liquid ratio (1, 3, and 5 g/25 mL), were varied systematically using Box-Behnken response surface methodology. Extracts (8, 12, 16 g in 30 mL) obtained under optimal conditions were encapsulated with different amounts of psyllium gum (4, 7, 10 g in 30mL) and evaluated for encapsulation efficiency, stability, particle size, in vitro digestion, and color. The optimal extraction conditions resulted in a total phenolic content (TPC) of 0.8611 mg GAE/g, total flavonoid content (TFC) of 615.2 mg RE/g, antioxidant activity (AOA) of 56.43%, and pectin yield of 1.965%. The study found that the highest encapsulation efficiency (98.07%) was achieved with 16 g of rowanberry extract and 7 g of psyllium gum, alongside the smallest particle size (0.6451 mm). The lowest gastric release (52.80%) and the highest intestinal release (43.60%) indicate improved bioavailability. Additionally, the encapsulation provided high stability, with instant stability reaching 93.55% and long-term stability at 90.17%. The optimal formulation (7 g gum, 16 g extract in 30 mL solution) exhibited the highest efficiency, stability, and intestinal release, along with the lowest gastric release, highlighting rowanberry’s potential as a sustainable, value-added, and highly bioavailable food product.

本研究通过超声辅助提取罗蔓莓中酚类、类黄酮、抗氧化剂和果胶的含量来提高其生物活性物质的生物利用度。利用车前子胶对活性化合物进行包封,以提高其稳定性和生物利用度。采用Box-Behnken响应面法,系统地改变超声功率(360 W、420 W和600 W)、时间(10、20和30 min)和料液比(1、3和5 g/25 mL)的提取参数。在最佳条件下获得的提取物(8、12、16 g / 30mL)用不同量的车前草胶(4、7、10 g / 30mL)包封,并对包封效率、稳定性、粒径、体外消化和颜色进行评价。最佳提取条件下,总酚含量为0.8611 mg GAE/g,总黄酮含量为615.2 mg RE/g,抗氧化活性为56.43%,果胶得率为1.965%。研究发现,16 g蔓越橘提取物和7 g车前草胶的包封率最高(98.07%),粒径最小(0.6451 mm)。最低的胃释放量(52.80%)和最高的肠释放量(43.60%)表明生物利用度提高。同时,包封稳定性高,瞬时稳定性达93.55%,长期稳定性达90.17%。最佳配方(7克口香糖,16克提取物,30毫升溶液)显示出最高的效率,稳定性和肠道释放,以及最低的胃释放,突出了罗文莓作为可持续,增值和高生物利用度食品的潜力。
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引用次数: 0
Therapeutic potential of Salvia hispanica seed extract in alloxan-induced diabetic mice: phytochemical, biochemical, histological, and in silico approaches 鼠尾草种子提取物对四氧嘧啶诱导的糖尿病小鼠的治疗潜力:植物化学、生化、组织学和计算机方法
IF 3.3 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-08-18 DOI: 10.1007/s11694-025-03556-4
Nauman Ahmad, Shazia Khurshid, Muhammad Wajid, Khuram Ashfaq, Hafiz Muhammad Mazhar Asjad, Aiman Jahangir, Gulzar Muhammad

Diabetes mellitus (DM) is one of the most significant global health challenges, requiring urgent solutions to enhance its treatment efficacy and affordability. This study investigated the antioxidant and antidiabetic properties of an ethanolic extract of Salvia hispanica (chia) seeds in alloxan-induced diabetic mice. The phytochemical composition of the extract was characterized using UV-Vis spectroscopy, FTIR, and Gas Chromatography-Mass Spectrometry (GC-MS). GC-MS analysis revealed the presence of various compounds in the chia seed extract, which may contribute to its observed biological activities. The antioxidant activity of chia seed extract (IC50 = 174.31 µg/mL) was comparable to that of ascorbic acid (IC50 = 171.53 µg/mL). For the antidiabetic study, experimental mice were administered the extract at doses of 150 and 250 mg. The 250 mg dose significantly reduced blood glucose levels (114.43 ± 1.13 mg/dL), closely resembling the effect observed in the positive control group (109.41 ± 1.21 mg/dL). Metabolic parameters and lipid profiles showed significant improvement after administration of chia seed extract compared to the control. Histopathological evaluation revealed improvements in the pancreatic, liver, and kidney tissues affected by alloxan-induced DM. Molecular docking and SIFT analyses identified the key hotspot residues in the target proteins. The docking results indicated that DMHD exhibited the strongest binding affinity for α-amylase, suggesting its potential as an effective treatment for type 2 DM (T2DM). Most compounds followed the Lipinski rule of five, were non-toxic, and showed moderate activity against α-amylase, as predicted by PASS. In conclusion, chia seed extract (250 mg) significantly reversed diabetic conditions, bringing glucose levels and lipid profiles close to normal.

糖尿病(DM)是全球最重大的健康挑战之一,迫切需要解决方案来提高其治疗效果和可负担性。本研究探讨了鼠尾草种子乙醇提取物对四氧嘧啶诱导的糖尿病小鼠的抗氧化和抗糖尿病作用。采用紫外可见光谱(UV-Vis)、红外光谱(FTIR)和气相色谱-质谱(GC-MS)对提取物的植物化学成分进行了表征。GC-MS分析显示,奇亚籽提取物中存在多种化合物,可能与所观察到的生物活性有关。奇亚籽提取物的抗氧化活性(IC50 = 174.31µg/mL)与抗坏血酸(IC50 = 171.53µg/mL)相当。在抗糖尿病研究中,实验小鼠分别给予150和250毫克的提取物。250 mg剂量显著降低血糖水平(114.43±1.13 mg/dL),与阳性对照组(109.41±1.21 mg/dL)的效果非常接近。与对照组相比,服用奇亚籽提取物后代谢参数和脂质谱有显著改善。组织病理学评估显示,四氧嘧啶诱导的糖尿病对胰腺、肝脏和肾脏组织的影响有所改善。分子对接和SIFT分析确定了靶蛋白中的关键热点残基。对接结果表明,DMHD对α-淀粉酶的结合亲和力最强,提示其可能是治疗2型糖尿病(T2DM)的有效药物。大多数化合物符合Lipinski五法则,无毒,并且与PASS预测的α-淀粉酶具有中等活性。综上所述,奇亚籽提取物(250毫克)可显著逆转糖尿病,使血糖水平和血脂水平接近正常水平。
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引用次数: 0
Improvement of warmed-over flavor of bowl-steamed Tan lamb by flavonoids from the leaves of Lycium barbarum: using oxidation and flavor indicators for evaluation 枸杞叶黄酮类化合物对碗蒸羊肉温热风味的改善:以氧化和风味指标评价
IF 3.3 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-08-18 DOI: 10.1007/s11694-025-03549-3
Qingqing Cao, Xiaoxue Li, Qian Zhang, Guishan Liu

This study investigated the effects and underlying mechanisms of different concentrations of Lycium barbarum leaf flavonoids (LBLF) (0%, 0.01%, 0.1%, and 1%) on the reduction of warmed-over flavor (WOF). The odor distribution of bowl-steamed Tan lamb was analyzed using gas chromatography-mass spectrometry and gas chromatography-ion mobility spectrometry. The degree of protein and lipid oxidation was evaluated through physicochemical indicators. According to the analysis of flavor indicators, 1-octen-3-ol, hexanal, octanal and nonanal were identified as WOF during the storage period. The peroxide value (meq/kg fat) exhibited a significant increase (P < 0.05) from 0.99 to 5.77 during both the before refrigeration (BR) and microwave reheating (MR) stages. Notably, during the BR stage, the thiobarbituric acid reactive substances (TBARS) values of bowl-steamed Tan lamb samples treated with antioxidants were significantly lower (P < 0.05) compared to those of the control group. The results of the oxidation index measurements revealed that WOF production was due to the predominance of lipid oxidation, with a significant positive correlation between WOF and lipid oxidation products and a weaker correlation with protein oxidation. Moreover, when the LBLF concentration reached 0.1%, WOF was significantly inhibited. Additionally, LBLF contributed the characteristic flavor of bowl-steamed Tan lamb, including floral and herbal notes derived from terpenes and esters. In conclusion, LBLF mitigated WOF in bowl-steamed Tan lamb by inhibiting the formation of WOF precursors while masking residual off-flavors with its characteristic floral-herbal aroma profile.

研究了不同浓度枸杞叶总黄酮(LBLF)(0%、0.01%、0.1%和1%)对热过味(WOF)还原的影响及其机制。采用气相色谱-质谱联用和气相色谱-离子迁移谱联用分析了碗蒸羊肉的气味分布。通过理化指标评价蛋白质和脂质氧化程度。根据风味指标分析,1-辛醛-3-醇、己醛、辛醛和壬醛在贮藏期间被鉴定为WOF。在冷藏前(BR)和微波再加热(MR)阶段,过氧化值(meq/kg脂肪)均从0.99显著增加到5.77 (P < 0.05)。值得注意的是,在BR阶段,与对照组相比,抗氧化剂处理的涮羊肉样品的硫代巴比妥酸活性物质(TBARS)值显著降低(P < 0.05)。氧化指数测定结果表明,WOF的产生主要是由于脂质氧化,WOF与脂质氧化产物呈显著正相关,与蛋白质氧化产物的相关性较弱。当LBLF浓度达到0.1%时,WOF明显受到抑制。此外,LBLF还贡献了碗蒸羊肉的特色风味,包括从萜烯和酯中提取的花香和草药味。综上所述,黄芪多糖通过抑制黄芪前体的形成,同时以其特有的花-草药香气掩盖残留的异味,减轻了汤羊肉的WOF。
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引用次数: 0
Investigation of the anti-diabetic effect of Eryngium billardieri extract and its application for fortification of ice cream 枸杞子提取物抗糖尿病作用的研究及其在冰淇淋强化中的应用
IF 3.3 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-08-18 DOI: 10.1007/s11694-025-03558-2
Ainaz Alizadeh, Bahare Rasouli, Sajed Amjadi, Bahram Amouoghli Tabrizi

The antioxidant and antidiabetic properties of the Eryngium billardieri extract highlight its potential for enriching dairy products, such as ice cream, to offer enhanced health benefits and promote overall wellness. In this regard, this study is designed in two phases to assess the antidiabetic activity of E. billardieri extract in streptozotocin-induced diabetic rats and the fortification of ice cream with this extract. The findings of the first phase showed that administering the extract at dosages of 30 and 100 mg/kg per day significantly decreased hyperglycemia, hyperlipidemia, and oxidative stress levels in diabetic rats. In the next phase, the E. billardieri extract was used to fortify ice cream at five concentrations (50, 100, 200, 300, and 500 ppm). Consequently, the pH (6.63 to 5.67) and overrun (43.07 to 31.90%) values of the ice cream were significantly (p < 0.05) decreased when the extract was added at concentrations exceeding 100 ppm. Furthermore, the total solids (35.40 to 28.56%) and viscosity (704 to 472 cP) of the ice cream were significantly (p < 0.05) decreased by the addition of 200–500 ppm of extract. However, the fat content (4.46–4.50%) of the ice cream samples showed no significant (p > 0.05) change by the addition of extract at different concentrations. Additionally, the ice cream fortified with E. billardieri extract displayed satisfactory color parameters and acceptable sensory properties. The results indicate that E. billardieri extract can be effectively utilized to fortify foodstuffs, highlighting its potential as a valuable functional ingredient.

枸杞提取物的抗氧化和抗糖尿病特性突出了其丰富乳制品(如冰淇淋)的潜力,以提供增强的健康益处并促进整体健康。因此,本研究分两个阶段进行,以评估绿箭杆菌提取物对链脲佐菌素诱导的糖尿病大鼠的抗糖尿病活性,以及用该提取物强化冰淇淋的效果。第一阶段的研究结果表明,每天给药30和100 mg/kg的提取物可显著降低糖尿病大鼠的高血糖、高脂血症和氧化应激水平。在接下来的阶段中,我们用五种浓度(50,100,200,300和500ppm)来强化冰淇淋。结果表明,当提取物浓度超过100 ppm时,冰淇淋的pH值(6.63 ~ 5.67)和溢出值(43.07 ~ 31.90%)显著降低(p < 0.05)。此外,添加200 ~ 500 ppm提取物可显著降低冰淇淋的总固形物(35.40 ~ 28.56%)和粘度(704 ~ 472 cP) (p < 0.05)。然而,添加不同浓度的提取物后,冰淇淋样品的脂肪含量(4.46 ~ 4.50%)没有显著变化(p > 0.05)。此外,添加了牛蹄草提取物的冰淇淋显示出令人满意的颜色参数和可接受的感官特性。结果表明,牛蒡子提取物可以有效地用于食品强化,突出了其作为一种有价值的功能成分的潜力。
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引用次数: 0
Thermal stabilization of wheat germ: nutritional and biochemical characterization of a valuable Agri-Food By-Product 小麦胚芽的热稳定:一种有价值的农业食品副产品的营养和生化特性
IF 3.3 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-08-15 DOI: 10.1007/s11694-025-03557-3
Naima Hadjadj, Zakia Abdellaoui, Fateh Bougherra, Sidali Ramdane, Meriem Retimi, Ertan Ermis, Mohamed Hazzit, Omer Faruk Mizrak, Ferhat Bostanci, Hesham Ali El Enshasy

Wheat germ (WG), a byproduct of wheat grinding, is the most nutrient-dense part of the grain; however, its high oil content and enzymatic activity lead to a limited shelf life. This study aimed to identify the optimal stabilisation temperature for prolonging WG’s shelf life and to examine the impact of temperature on its biochemical composition. We used five temperatures: 50 °C, 60 °C, 80 °C, and 100 °C to inhibit the lipase enzyme that degrades WG. Its activity is monitored by measuring fatty acidity over a one-month storage period. Results revealed that steaming at 80 °C for 20 min was the most effective method for stabilisation. FTIR revealed heat effects while key functional groups remained intact. This finding is supported by SDS-PAGE, which shows that protein profiles do not change much. This suggests that the treatment keeps the nutritional and functional integrity of the proteins in wheat germ, even though the concentrations of some amino acids are slightly lower, as shown by UFLC. The GC analysis of lipids identified seven fatty acids characterised by a high proportion of polyunsaturated fatty acids, which remained stable after heat treatment. HPLC detected twelve polyphenols, preserving the majority, except for certain polyphenols lost post-treatment. This study provides valuable insights for the food and nutrition industries by introducing a simple, cost-effective, and gentle stabilisation method that extends the shelf life of wheat germ while preserving its essential nutritional properties, thereby increasing its potential as a rich and affordable supplement.

小麦胚芽是小麦碾磨的副产品,是小麦籽粒中营养含量最高的部分;然而,它的高含油量和酶活性导致其保质期有限。本研究旨在确定延长WG保质期的最佳稳定温度,并研究温度对其生化成分的影响。我们使用50°C、60°C、80°C和100°C五个温度来抑制降解WG的脂肪酶。它的活性是通过在一个月的储存期间测量脂肪酸度来监测的。结果表明,80°C蒸20分钟是最有效的稳定方法。FTIR显示热效应,但关键官能团保持完整。这一发现得到了SDS-PAGE的支持,SDS-PAGE显示蛋白质谱没有太大变化。这表明该处理保持了小麦胚芽中蛋白质的营养和功能完整性,尽管某些氨基酸的浓度略低,如UFLC所示。脂质GC分析鉴定了七种脂肪酸,其特征是高比例的多不饱和脂肪酸,经过热处理后保持稳定。HPLC检测出12种多酚,除部分多酚在处理后丢失外,其余均保留。本研究为食品和营养行业提供了有价值的见解,介绍了一种简单、经济、温和的稳定方法,延长了小麦胚芽的保质期,同时保留了其基本的营养特性,从而增加了其作为一种丰富且价格合理的补充剂的潜力。
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引用次数: 0
Preparation of phosphopeptide-iron chelates from Mylopharyngodon piceus roe phosvitin using high voltage pulsed electric field pretreatment combined with enzymolysis 高压脉冲电场预处理结合酶解法制备青鱼鱼黄磷肽铁螯合物
IF 3.3 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-08-14 DOI: 10.1007/s11694-025-03555-5
Xiaoyuan Wang, Ashily Liang Wang, Chenyu Yang, Weiqiang Qiu, Li Li, Yunzi Jiang, Wenbin Zhao, Feng Li, Yinzhe Jin

Peptide–iron chelates were prepared, and their chelating properties were explored. High voltage pulsed electric field (PEF) was used to assist in the extraction of phosvitin (Pv) from Mylopharyngodon piceus roe, and the Pv extract was subsequently treated and enzymolyzed to obtain phosphopeptide (PP). After PEF pretreatment and enzymatic hydrolysis, total antioxidant capacity and Fe2⁺-chelating ability of PP increased by 54.45% and 12.06%, respectively. Peptide–iron chelates (PP8-Fe) were prepared using PP with the highest antioxidant activity. Chelate structure determination revealed that PP8-Fe was rich in amino acids with strong metal ion chelation capabilities, namely Glu, Asp, and Ser, which accounted for 50.91% of the total amino acids. Compared to PP8, PP8-Fe exhibited a more loosely structured surface at the microstructural level, increased iron content, a shift in secondary structure from random coil to α-helix and β-sheet, an increase in weighted average particle size from 420.20 ± 2.80 nm to 768.50 ± 1.90 nm, an increase in zeta potential from -33.70 ± 0.60 mV to -3.78 ± 0.46 mV, enhanced hydrophobicity, an increase in ΔH, and good gastrointestinal digestion stability. PP8 has iron chelating sites, including phosphate, carboxyl, carbonyl, amino groups, and sialic acid residues. Our findings provide a theoretical foundation for peptide preparation and enhancement of their bioactivity via PEF pretreatment, while also providing guidance for future research on their chelation mechanisms with metal ions.

制备了肽铁螯合物,并对其螯合性能进行了研究。利用高压脉冲电场(PEF)辅助提取青鱼鱼子中的磷酸维素(Pv),并对Pv提取物进行酶解处理,得到磷酸肽(PP)。经PEF预处理和酶解后,PP的总抗氧化能力和Fe2 +的螯合能力分别提高了54.45%和12.06%。用聚丙烯制备了抗氧化活性最高的肽铁螯合物(PP8-Fe)。螯合结构测定结果表明,PP8-Fe富含Glu、Asp和Ser等具有较强金属离子螯合能力的氨基酸,占总氨基酸的50.91%。与PP8相比,PP8- fe在微观结构水平上表现出更松散的表面结构,铁含量增加,二级结构从随机线圈转变为α-螺旋和β-片状,加权平均粒径从420.20±2.80 nm增加到768.50±1.90 nm, zeta电位从-33.70±0.60 mV增加到-3.78±0.46 mV,疏水性增强,ΔH增加,胃肠道消化稳定性良好。PP8具有铁螯合位点,包括磷酸基、羧基、羰基、氨基和唾液酸残基。本研究结果为多肽制备及PEF预处理增强其生物活性提供了理论基础,同时也为进一步研究多肽与金属离子的螯合机制提供了指导。
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引用次数: 0
Real-time lightweight strawberry ripeness detection framework based on YOLO11 deployed on edge computing platform 基于YOLO11的草莓成熟度实时轻量级检测框架,部署在边缘计算平台上
IF 3.3 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-08-12 DOI: 10.1007/s11694-025-03559-1
Yang Gan, Xuefeng Ren, Huan Liu, Yongming Chen, Ping Lin

Lightweight object detection algorithms that maintain a balance between speed and accuracy are essential for strawberry-picking robots. Strawberry fruit detection, however, is often challenged by occlusions from stems and leaves, overlapping fruits, and complex background interference. In addition, most existing ripeness detection methods rely on high-performance computing platforms, which limits their practicality in field applications. To address these issues, a lightweight real-time strawberry ripeness detection algorithm, SR-YOLO, is proposed based on the YOLO11 framework. A compact module, termed the Pela block, is designed using partial convolution (PConv) to reduce parameter count and memory access, while simultaneously suppressing background interference. A lightweight localization-based asymptotic feature pyramid network (LAFPN) is incorporated to enhance multi-scale detection performance. Moreover, a novel Focaler-PIoU loss function is introduced to direct the model toward anchor boxes of moderate quality, thereby mitigating the difficulty imbalance among strawberry samples. A large-scale, complex dataset is constructed, comprising 14,300 images and over 65,000 annotated strawberry instances, to evaluate the model. Experimental results indicate that the enhanced model achieves a precision of 91.3% and an mAP50 of 92.1%, with improvements of 2.8% and 2.5% over the baseline, respectively. Compared to mainstream detection algorithms, the proposed model demonstrates superior accuracy while maintaining a reduced number of parameters and lower computational complexity. When deployed on a Jetson AGX Orin embedded edge device with FP16 quantization, it sustains a detection speed of 90.1 FPS. In conclusion, SR-YOLO offers accurate, real-time detection of strawberry ripeness across complex agricultural environments, providing practical value for the vision modules of autonomous strawberry-picking robots.

在速度和准确性之间保持平衡的轻量级目标检测算法对草莓采摘机器人至关重要。然而,草莓果实的检测经常受到茎叶遮挡、果实重叠和复杂背景干扰的挑战。此外,现有的成熟度检测方法大多依赖于高性能的计算平台,限制了其在现场应用中的实用性。为了解决这些问题,基于YOLO11框架,提出了一种轻量级的草莓成熟度实时检测算法SR-YOLO。一个紧凑的模块,称为Pela块,设计使用部分卷积(PConv)来减少参数计数和内存访问,同时抑制背景干扰。采用轻量级的基于定位的渐近特征金字塔网络(LAFPN)来提高多尺度检测性能。此外,引入了一种新颖的Focaler-PIoU损失函数,将模型导向中等质量的锚盒,从而减轻了草莓样品之间的难度不平衡。构建了一个大规模的复杂数据集,包括14,300张图像和超过65,000个带注释的草莓实例,以评估该模型。实验结果表明,该模型的精度为91.3%,mAP50为92.1%,分别比基线提高了2.8%和2.5%。与主流检测算法相比,该模型在保持较少的参数数量和较低的计算复杂度的同时,具有更高的精度。当部署在带有FP16量化的Jetson AGX Orin嵌入式边缘设备上时,它保持了90.1 FPS的检测速度。综上所述,SR-YOLO可以在复杂的农业环境中准确、实时地检测草莓的成熟度,为自主草莓采摘机器人的视觉模块提供实用价值。
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引用次数: 0
Development and characterization of watermelon seeds flour based films functionalized with oregano essential oil for food packaging applications 食品包装用牛至油功能化西瓜籽粉基薄膜的研制与表征
IF 3.3 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-08-11 DOI: 10.1007/s11694-025-03537-7
Manika Mehra, Nishant Kumar, Ankur Ojha

In present study, defatted watermelon seeds flour (DWMSF) based film forming solution and active films functionalized with oregano essential oils was developed using ultrasonication treatment (time – 40, 50 & 80 min; amplitude- 20%, 30% & 40%). The findings suggested that the increasing time and amplitude of ultrasonic treatments, significant (p < 0.05) improved the physical, mechanical, barrier, thermal, and optical properties of films. The lowest particle size (4.79 μm), zeta potential (-21.7 mV), and decreased viscosity (flow behavior index, n = 0.094) were recorded in the ultrasonicated (40% amplitude for 80 min) film formulation (WM 40:80) compared to the untreated control sample (WM 0:0). Similarly, the thickness (0.25 mm), swelling degree (0.05%), and opacity (0.41%) were lowest in the (WM 40:80) samples in comparison to control (WM 0:0) samples. The treated active packaging films showed a lower oxygen transmission rate (WM 40:80 = 8.12 cm3/m2d) than the control films (WM 0:0 = 18.10 cm3/m2d). The microstructural (SEM) analysis showed a uniformly distributed polymeric matrix with a smooth, flat surface, and declined crystallinity in the treated film (WM 40:80) compared to the control film (WM 0:0). Combining ultrasonication treatment and the incorporation of OEO improved the antimicrobial efficiency of DWMSF-based active packaging films.

Graphical abstract

本研究以脱脂西瓜籽粉(DWMSF)为基础,采用超声处理(时间- 40、50和80 min,振幅- 20%、30%和40%)制备成膜液和牛至油功能化活性膜。结果表明,超声处理时间和振幅的增加显著(p < 0.05)改善了薄膜的物理、机械、阻隔、热学和光学性能。与未处理的对照样品(WM 0:0)相比,超声处理后(40%振幅,80 min)的膜配方(WM 40:80)的粒径(4.79 μm)最小,zeta电位(-21.7 mV)最小,粘度(流动性能指数,n = 0.094)最小。同样,WM 40:80样品的厚度(0.25 mm)、溶胀度(0.05%)和不透明度(0.41%)均低于对照(WM 0:0)样品。处理后的活性包装膜的透氧率(wm40:80 = 8.12 cm3/m2d)低于对照膜(wm0:0 = 18.10 cm3/m2d)。微观结构(SEM)分析表明,与对照膜(WM 0:0)相比,处理膜(WM 40:80)的聚合物基质分布均匀,表面光滑平坦,结晶度下降。超声处理结合OEO的掺入提高了dwmsf基活性包装膜的抗菌效率。图形抽象
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引用次数: 0
New method for rapid glucose estimation of potato using dipstick vis a vis comparative analysis with YSI analyser 马铃薯葡萄糖快速测定的新方法——试纸与YSI分析仪对比分析
IF 3.3 3区 农林科学 Q2 FOOD SCIENCE & TECHNOLOGY Pub Date : 2025-08-09 DOI: 10.1007/s11694-025-03415-2
Bandana Kaundal, Som Dutt, Jeevalatha A, Brajesh Singh, Bir Pal Singh

Potatoes are a crucial food crop, and low-temperature storage is commonly used to preserve their quality over extended periods. However, a key challenge with this method is cold-induced sweetening, which raises reducing sugar levels. In the potato processing industry, reducing sugar concentration is a critical quality indicator, as high levels can negatively impact the color and taste of fried products through the Maillard reaction, leading to undesirable browning and the formation of harmful acrylamide. Therefore, developing a simple, rapid method to measure glucose levels in potato tubers is of significant interest. This study introduces a dipstick-based technique for quick glucose estimation in potatoes. The method is low-cost, user-friendly, and compatible with common chemicals and biochemicals, making it highly suitable for field or on-site testing at processing plants. The paper strip sensing platform enables passive liquid transport and delivers rapid results, providing a practical tool for potato farmers and small processing units. By facilitating timely glucose level assessment, the method can help reduce transportation expenses and minimize crop rejection due to excessive reducing sugars. This research offers a promising solution for improving potato quality management through a more efficient and reliable glucose measurement approach.

马铃薯是一种重要的粮食作物,低温储存通常用于长时间保持马铃薯的品质。然而,这种方法的一个关键挑战是冷诱导增甜,这会提高还原糖的水平。在马铃薯加工业中,还原糖浓度是一个关键的质量指标,因为高水平的还原糖浓度会通过美拉德反应对油炸产品的颜色和味道产生负面影响,导致不良的褐变和有害的丙烯酰胺的形成。因此,开发一种简单、快速的方法来测量马铃薯块茎中的葡萄糖水平具有重要的意义。本研究介绍了一种基于试纸的马铃薯葡萄糖快速测定技术。该方法成本低,用户友好,与普通化学品和生物化学品兼容,非常适合在加工厂进行现场或现场测试。该纸条传感平台可实现被动液体输送并提供快速结果,为马铃薯农民和小型加工单位提供实用工具。通过及时评估葡萄糖水平,该方法可以帮助减少运输费用,并最大限度地减少因过多的还原糖而导致的作物拒收。本研究为提高马铃薯质量管理提供了一种更有效、更可靠的葡萄糖测量方法。
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引用次数: 0
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Journal of Food Measurement and Characterization
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