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Assessment of Resistance to Late Blight (Phytophthora infestans (Mont.) de Bary) in Chilean Native Potatoes (Solanum tuberosum Chilotanum group) 评估智利本地马铃薯(Solanum tuberosum Chilotanum 组)对晚疫病(Phytophthora infestans (Mont.) de Bary)的抗性
IF 2.9 3区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-20 DOI: 10.1007/s11540-024-09779-0
Franco Figueroa-Grenett, Erika X. Briceño, Iván Maureira-Butler, Anita Behn

Phytophthora infestans (Mont.) de Bary is a highly destructive oomycete in potato crops, and managing its impact is crucial. Host plant resistance plays a pivotal role in disease management. This study aimed to evaluate the resistance to late blight in nine preselected Chilean native potato genotypes through field and laboratory experiments, comparing them with the moderately susceptible control cultivar Désirée. The field trial spanned two seasons (2017/2018 and 2018/2019) at the same location in Southern Chile. Foliar damage percentage caused by natural infection was measured, and the relative area under the disease progress curve (rAUDPC) was calculated. The laboratory experiments included a detached leaflet assay and a tuber assay in 2019. The results indicated that seven genotypes, Azul (0.10), SN-1 (0.10), Chilca-1 (0.11), Azul Casposa (0.07), Corahila Reina (0.16), Piku (0.17) and Murta (0.24), exhibited partial resistance with significantly lower rAUDPC values than the control cultivar across both seasons. Moreover, the detached leaflets assay in 2019 highlighted four genotypes with substantially lower damage percentages: Azul Casposa (0.11%), Chilca-1 (0.64%), Piku (1.11%) and SN-1 (3.16%). The tuber assay conducted in 2019 revealed that five of the foliar-resistant genotypes, Azul (43.98%), SN-1 (38.06%), Chilca-1 (41.54%), Corahila Reina (45.5%) and Murta (39.11%), exhibited low to medium resistance also in tubers. This study successfully identified favourable variation for Phytophthora infestans resistance, indicating the potential suitability of given Chilean native potato germplasm as donors in potato breeding programs.

Phytophthora infestans (Mont.) de Bary 是一种对马铃薯作物具有高度破坏性的卵菌,控制其影响至关重要。寄主植物的抗性在病害管理中起着至关重要的作用。本研究旨在通过田间和实验室实验,评估九种预选的智利本地马铃薯基因型对晚疫病的抗性,并将它们与中度易感的对照栽培品种 Désirée 进行比较。田间试验跨越智利南部同一地点的两个季节(2017/2018 和 2018/2019)。测量了自然感染造成的叶面损伤百分比,并计算了病害进展曲线下的相对面积(rAUDPC)。实验室实验包括 2019 年的脱落小叶检测和块茎检测。结果表明,Azul (0.10)、SN-1 (0.10)、Chilca-1 (0.11)、Azul Casposa (0.07)、Corahila Reina (0.16)、Piku (0.17) 和 Murta (0.24) 这七个基因型表现出部分抗性,其 rAUDPC 值在两个季节均显著低于对照栽培品种。此外,在 2019 年的小叶脱落测定中,有四个基因型的受害率大大降低:Azul Casposa(0.11%)、Chilca-1(0.64%)、Piku(1.11%)和 SN-1(3.16%)。2019 年进行的块茎测定显示,5 个叶面抗性基因型 Azul(43.98%)、SN-1(38.06%)、Chilca-1(41.54%)、Corahila Reina(45.5%)和 Murta(39.11%)在块茎中也表现出低至中等抗性。这项研究成功鉴定了抗Phytophthora infestans的有利变异,表明智利本地马铃薯种质可能适合作为马铃薯育种计划的供体。
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引用次数: 0
Chlorogenic Acid Content and Metabolism-related Gene Regulation of Potato Tuber Flesh Induced by Sucrose and Phytohormones 蔗糖和植物激素诱导的马铃薯块茎果肉绿原酸含量和代谢相关基因调控
IF 2.9 3区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-20 DOI: 10.1007/s11540-024-09775-4
Huiqin Yang, Wei Luo, Dongli Gao

Chlorogenic acid (5-O-caffeoylquinic acid, CGA) is the most abundant phenolic compound in potatoes, serving as one of the material bases for potato resistance to insects and diseases. Nevertheless, excessive CGA can impact the taste of potatoes. The application of exogenous phytohormones is an effective technical approach to regulate CGA metabolism through gene expression of transcriptional regulatory pathways. Herein, we determined the content of CGA under the application of sucrose and multiple phytohormones and explored the expression changes of related genes. As a proof-of-concept, the effects of exogenous sucrose and multiple phytohormones on CGA metabolism in potato tuber flesh were investigated. The CGA content was significantly decreased in sucrose-treated potato tuber tissues, as well as in those treated with abscisic acid (ABA), salicylic acid (SA), and methyl jasmonate (MeJA). Among these treatments, the effect of SA was the most obvious. Meanwhile, the expression changes of six major enzyme genes involved in potato CGA metabolism, including phenylalanine ammonia-lyase (PAL), 4-coumarate coenzyme A ligase (4CL), hydroxycinnamoyl CoA quinate hydroxycinnamoyl transferase (HQT), hydroxycinnamoyl CoA shikimate/quinate hydroxycinnamoyl transferase (HCT), ρ-coumarate 3’-hydroxilase (C3H), and caffeoyl shikimate esterase (CSE), were analyzed. Under sucrose treatment, HQT was down-regulated, whereas three genes (PAL, 4CL, and CSE) were notably up-regulated, and expressions of HCT and C3H did not show significant changes. ABA induced the expression of HCT, but inhibited the expression of PAL, 4CL, HQT, C3H, and CSE. The expression of all six enzyme genes was down-regulated under SA treatment. MeJA induced the expression of HQT, but inhibited the expression of PAL, 4CL, HCT, C3H, and CSE. Collectively, sucrose and phytohormones can regulate CGA accumulation in potato tuber flesh by regulating the expression levels of genes involved in the CGA pathway. These results provided a theoretical basis for further elucidating the transcriptional regulation mechanism of CGA metabolism.

绿原酸(5-O-咖啡酰奎宁酸,CGA)是马铃薯中含量最高的酚类化合物,是马铃薯抗虫和抗病的物质基础之一。然而,过量的 CGA 会影响马铃薯的口感。应用外源植物激素是通过转录调控途径的基因表达来调节 CGA 代谢的有效技术手段。在此,我们测定了施用蔗糖和多种植物激素时 CGA 的含量,并探讨了相关基因的表达变化。作为概念验证,研究了外源蔗糖和多种植物激素对马铃薯块茎果肉中 CGA 代谢的影响。经蔗糖处理的马铃薯块茎组织以及经脱落酸(ABA)、水杨酸(SA)和茉莉酸甲酯(MeJA)处理的块茎组织中的 CGA 含量明显降低。在这些处理中,SA的效果最为明显。与此同时,参与马铃薯 CGA 代谢的六个主要酶基因,包括苯丙氨酸氨解酶(PAL)、4-香豆酸辅酶 A 连接酶(4CL)、羟基肉桂酰辅酶 A(4CL)、苯丙氨酸氨解酶(PAL)、4-香豆酸辅酶 A 连接酶(4CL)和羟基肉桂酰辅酶 A(4CL)的表达发生了变化、分析了参与马铃薯 CGA 代谢的基因,包括苯丙氨酸氨基转移酶(PAL)、4-香豆酸辅酶 A 连接酶(4CL)、羟基肉桂酰 CoA 醌羟基肉桂酰转移酶(HQT)、羟基肉桂酰 CoA 莽草酸/醌羟基肉桂酰转移酶(HCT)、ρ-香豆酸 3'-羟化酶(C3H)和咖啡酰莽草酸酯酶(CSE)。在蔗糖处理下,HQT下调,而三个基因(PAL、4CL和CSE)明显上调,HCT和C3H的表达没有显著变化。ABA 可诱导 HCT 的表达,但抑制 PAL、4CL、HQT、C3H 和 CSE 的表达。在 SA 处理下,六种酶基因的表达均下调。MeJA 可诱导 HQT 的表达,但抑制 PAL、4CL、HCT、C3H 和 CSE 的表达。总之,蔗糖和植物激素可通过调节 CGA 途径相关基因的表达水平来调节马铃薯块茎果肉中 CGA 的积累。这些结果为进一步阐明CGA代谢的转录调控机制提供了理论依据。
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引用次数: 0
Assessment of Climate Change Impact on Potato-Potato Cropping System Under Semi-arid Environment and Designing of Adaptation Strategies 评估气候变化对半干旱环境下马铃薯-土豆种植系统的影响并设计适应策略
IF 2.9 3区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-16 DOI: 10.1007/s11540-024-09771-8
Sahrish Naz, Mukhtar Ahmed, Ghulam Abbas, Zartash Fatima, Sajjad Hussain, Pakeeza Iqbal, Abdul Ghani, Muhammad Ali, Tahir Hussain Awan, Noreen Samad, Muhammad Aasim, Sezai Ercisli, Shakeel Ahmad

Climate change in the form of heat waves, torrential rains and floods is showing impact on the food security in Pakistan. Potato is the main cash crop of the region affected by climate change. However, impact assessment of climate change for the potato-potato cropping system has not been studied yet. Hence, in the present study, we studied the impact of projected climate change and key adaptation options on the potato-potato cropping system using the DSSAT-CSM-SUBSTOR-Potato model. The model was calibrated using 2019 spring and fall season field experiments data, while evaluation was made using spring and fall season data of 2019 and 2020 respectively. After calibration and evaluation, model sensitivity analysis for carbon, temperature, water and nitrogen (CTWN) was performed, and after that, it was applied to determine the impact of climate warming and change in rainfall on spring and fall potato during mid-century. The results revealed that during the baseline period (1980–2020), maximum (Tmax) and minimum (Tmin) air temperature were increased by 0.7 and 0.8 °C during the spring growing season and by 0.8 and 0.9 °C during the autumn growing season, respectively. Furthermore, it was projected that autumn potato will be more influenced due to climate change than spring potato. Under future projections, temperature change for spring planted potato will be 2.7 to 3.8 °C for Tmin and 2.1 to 3.4 °C for Tmax. However for the autumn seasons, potato increase in maximum temperature will be from 2.4 to 3.6 °C and for minimum temperature the change will be from 2.7 to 4.0 °C. Simulation outcome showed that without adaptation strategies, tuber yield will be reduced from 23 to 29% and from 19 to 36% in spring and fall potato, respectively. While with adopting suitable adaptation strategies such as fertigation, planting date adjustment (earlier planting of spring potato by 15 days and delayed planting of fall by 20 days), higher thermal time requiring cultivars, increase of 12% in plant population and nitrogen quantity, tuber yield can be increased by 9 to 13% during spring and by 10 to 14% during autumn potato during mid-century. Therefore, farmers should adopt suitable adaptation strategies as mentioned to reduce the negative impact of climate change on potato yield.

以热浪、暴雨和洪水为表现形式的气候变化正在对巴基斯坦的粮食安全产生影响。马铃薯是受气候变化影响地区的主要经济作物。然而,气候变化对马铃薯-马铃薯种植系统的影响评估尚未得到研究。因此,在本研究中,我们使用 DSSAT-CSM-SUBSTOR-Potato 模型研究了预测气候变化和主要适应方案对马铃薯-马铃薯种植系统的影响。利用 2019 年春季和秋季田间试验数据对模型进行了校准,并分别利用 2019 年和 2020 年春季和秋季数据对模型进行了评估。校准和评估后,对模型进行了碳、温、水、氮(CTWN)敏感性分析,并应用该分析确定了本世纪中期气候变暖和降雨量变化对春秋季马铃薯的影响。结果表明,在基线期(1980-2020 年),春季生长季的最高气温(Tmax)和最低气温(Tmin)分别升高了 0.7 ℃ 和 0.8 ℃,秋季生长季的最高气温(Tmax)和最低气温(Tmin)分别升高了 0.8 ℃ 和 0.9 ℃。此外,据预测,秋季马铃薯受气候变化的影响将大于春季马铃薯。根据未来预测,春季种植马铃薯的温度变化(Tmin)为 2.7 至 3.8 °C,温度变化(Tmax)为 2.1 至 3.4 °C。但在秋季,马铃薯的最高气温将从2.4 ℃升至3.6 ℃,最低气温将从2.7 ℃升至4.0 ℃。模拟结果显示,如果不采取适应策略,春季和秋季马铃薯的块茎产量将分别减少 23% 至 29% 和 19% 至 36%。而采用适当的适应策略,如施肥、调整种植日期(春马铃薯提早种植 15 天,秋马铃薯推迟种植 20 天)、增加热量需求时间的栽培品种、增加 12% 的植株数量和氮量,则本世纪中期春马铃薯块茎产量可增加 9% 至 13%,秋马铃薯块茎产量可增加 10% 至 14%。因此,农民应采取上述适当的适应策略,以减少气候变化对马铃薯产量的负面影响。
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引用次数: 0
Functional Studies of the Pollen-Specific Genes, StLAT52s in Potato 马铃薯花粉特异基因 StLAT52s 的功能研究
IF 2.9 3区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-16 DOI: 10.1007/s11540-024-09783-4
Zhijun Han, Wenqian Yin, Binhuan Zhang, Yuzhu Han, Jingying Zhang

Pollen viability is a limiting factor in potato hybridization, although it varies considerably among potato varieties. Exploring the molecular basis of pollen viability will give a theoretical foundation for improving hybridization. In this research, we showed that the four StLAT52 genes, namely StLAT52a, StLAT52b, StLAT52c and StLAT52d were the key genes affecting potato pollen viability, and they were only expressed in flowers. It was also noted that these genes were localized in the nucleus. An assessment of protein–protein interactions showed that StLAT52a and StLAT52b proteins, StLAT52a and StLAT52c proteins, and StLAT52b and StLAT52c proteins interacted both in vitro and in vivo. When these genes were transferred into tobacco, the number of pollen grains significantly increased, and the pollen viability increased by almost 10%. In addition, the expression of the StLAT52 genes in tobacco resulted in significant changes in genes associated with the proteasome, ribosome biogenesis and plant hormone signal transduction pathways during the flowering stage. Taken together, this research provided an in-depth understanding of the structure and functions of the LAT52 genes in potatoes and their association with pollen viability. The results of this research can be used as a basis for further exploring the molecular mechanism underlying pollen viability.

花粉活力是马铃薯杂交的一个限制因素,尽管不同马铃薯品种之间的差异很大。探索花粉活力的分子基础将为改进杂交提供理论依据。在这项研究中,我们发现四个 StLAT52 基因,即 StLAT52a、StLAT52b、StLAT52c 和 StLAT52d 是影响马铃薯花粉活力的关键基因,它们只在花中表达。研究还发现,这些基因定位于细胞核中。对蛋白质间相互作用的评估表明,StLAT52a 和 StLAT52b 蛋白、StLAT52a 和 StLAT52c 蛋白以及 StLAT52b 和 StLAT52c 蛋白在体外和体内都有相互作用。将这些基因转入烟草后,花粉粒数量显著增加,花粉活力提高了近 10%。此外,StLAT52 基因在烟草中的表达还导致与蛋白酶体、核糖体生物发生和植物激素信号转导途径相关的基因在开花期发生显著变化。总之,这项研究深入了解了马铃薯中 LAT52 基因的结构和功能及其与花粉活力的关系。该研究成果可作为进一步探索花粉活力分子机制的基础。
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引用次数: 0
Pulsed Electric Fields (PEF) Treatment Prior to Hot-Air and Microwave Drying of Yellow- and Purple-Fleshed Potatoes 在热风和微波干燥黄肉和紫肉马铃薯之前进行脉冲电场 (PEF) 处理
IF 2.9 3区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-12 DOI: 10.1007/s11540-024-09781-6
Cem Baltacioglu, Mehmet Yetisen, Hande Baltacioglu, Erkan Karacabey, Sencer Buzrul

This study investigated the impact of pulsed electric fields (PEF) treatment combined with hot-air (HA) and microwave (MW) drying on the quality attributes of yellow and purple potato samples. PEF + HA and PEF + MW treatments showed no significant difference in total phenolic content for yellow potatoes. However, the raw purple sample exhibited significantly higher phenolic content compared to purple PEF1 and PEF3 samples. DPPH antioxidant activity for yellow and purple potatoes ranged from 18.48 to 33.19% with HA drying, and from 21.38 to 39.94% with MW drying. MW drying following PEF treatment was more effective in enhancing antioxidant activity compared to HA drying. However, it was observed that PEF levels had no statistical effect on total monomeric anthocyanin. PEF treatment prior to drying may be recommended in practice as it does not cause structural changes in SEM analysis. According to FTIR results, PEF and drying processes caused some changes in the chemical structure of potato samples. In the PCA results, the untreated purple HA sample exhibited characteristics that were most similar to those of the raw purple potato sample. Conversely, the yellow PEF + MW and untreated yellow with MW samples displayed properties closest to the raw yellow potato samples. According to chemometric analysis, the models exhibit high rCV and rPre values coupled with low RMSEC and RMSEP values and negligible disparities between them, indicating strong correlations between the predicted and reference values.

本研究调查了脉冲电场(PEF)处理结合热风(HA)和微波(MW)干燥对黄色和紫色马铃薯样品质量属性的影响。PEF + HA 和 PEF + MW 处理对黄色马铃薯的总酚类物质含量无显著差异。然而,与紫色 PEF1 和 PEF3 样品相比,紫色生样品的酚含量明显更高。采用 HA 干燥法时,黄色和紫色马铃薯的 DPPH 抗氧化活性从 18.48% 到 33.19% 不等,采用 MW 干燥法时从 21.38% 到 39.94% 不等。与 HA 干燥相比,PEF 处理后的 MW 干燥在提高抗氧化活性方面更为有效。不过,据观察,PEF 水平对单体花青素总量没有统计学影响。由于在 SEM 分析中不会引起结构变化,因此在实践中可建议在干燥前进行 PEF 处理。根据傅立叶变换红外光谱分析结果,PEF 和干燥过程导致马铃薯样品的化学结构发生了一些变化。在 PCA 结果中,未经处理的紫色 HA 样品显示出与未加工的紫色马铃薯样品最相似的特征。相反,黄色 PEF + MW 样品和未经处理的黄色加 MW 样品的特性最接近生的黄色马铃薯样品。根据化学计量分析,模型显示出较高的 rCV 值和 rPre 值,以及较低的 RMSEC 值和 RMSEP 值,它们之间的差异可以忽略不计,这表明预测值和参考值之间具有很强的相关性。
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引用次数: 0
Comparative Study on Key Time Series Models for Exploring the Agricultural Price Volatility in Potato Prices 探索马铃薯价格中农产品价格波动的关键时间序列模型比较研究
IF 2.9 3区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-12 DOI: 10.1007/s11540-024-09776-3
S. Vishnu Shankar, Ashu Chandel, Rakesh Kumar Gupta, Subhash Sharma, Hukam Chand, A. Aravinthkumar, S. Ananthakrishnan

Potatoes are one of the widely consumed staple foods all over the world. The prices of potatoes were more unstable than other agricultural commodities because of factors such as perishability, production uncertainties, and seasonal fluctuations. These factors make it difficult for farmers to manage and predict production levels, resulting in supply and price fluctuations. Therefore, it is essential to develop predictive models that can accurately forecast the pricing of agricultural commodities such as potatoes. The study attempted to explore the pattern of potato prices in major markets of northern India using different time series models. The empirical findings indicated positively skewed data distributed with a high instability index. In terms of forecasting accuracy, the EEMD-ANN model exhibited the best performance among the various time series techniques, generating the lowest MAPE values of 9.10%, 12.97%, and 4.27% for the Chandigarh, Delhi, and Shimla markets, respectively. Meanwhile, the EEMD-ARIMA model yielded the most accurate prediction results for the Dehradun market, with an MAPE value of 12.97%. The outcomes of this study offer significant insights to farmers, consumers, and government bodies for making informed decisions regarding the production, consumption, and distribution of potatoes. Moreover, the effectiveness of various time series models in handling complex agricultural price series was also investigated.

马铃薯是全世界广泛消费的主食之一。由于易腐烂、生产不确定性和季节性波动等因素,马铃薯的价格比其他农产品更不稳定。这些因素使得农民难以管理和预测生产水平,从而导致供应和价格波动。因此,开发能够准确预测马铃薯等农产品定价的预测模型至关重要。本研究试图利用不同的时间序列模型来探索印度北部主要市场的马铃薯价格模式。实证研究结果表明,数据呈正偏态分布,不稳定指数较高。在预测准确性方面,EEMD-ANN 模型在各种时间序列技术中表现最佳,对昌迪加尔、德里和西姆拉市场产生的 MAPE 值最低,分别为 9.10%、12.97% 和 4.27%。同时,EEMD-ARIMA 模型对德拉敦市场的预测结果最为准确,MAPE 值为 12.97%。这项研究的结果为农民、消费者和政府机构就马铃薯的生产、消费和销售做出明智决策提供了重要启示。此外,还研究了各种时间序列模型在处理复杂农产品价格序列方面的有效性。
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引用次数: 0
Effect of Oil Type on Momentum, Heat, and Mass Transfer During Deep-Fat Frying of Potato Strips: Numerical and Experimental Study 油类对油炸土豆条过程中动量、热量和质量传递的影响:数值和实验研究
IF 2.9 3区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-05 DOI: 10.1007/s11540-024-09768-3
Abdurrahman Ghaderi, Jalal Dehghannya, Babak Ghanbarzadeh

The type of oil used during deep-fat frying can play a unique role in the transfer phenomena due to their different physicochemical properties. The effects of three types of oil, including canola, sunflower, and soybean oils, on the momentum, heat, and mass transfer during frying of potato strips were evaluated. The results showed that the oil type did not have a significant effect on moisture loss and oil uptake. However, the velocity distribution patterns of the three oils were not the same. The average simulated velocity for soybean oil was higher than those of the other two, attributable to its higher density. The results showed that the surface temperature of potatoes was affected by oil type. Overall, the developed numerical simulation could help in a better comprehension of the deep-fat frying of potato strips with the ultimate aim of producing low-fat quality products.

油炸过程中使用的油因其不同的物理化学特性而对传质现象起着独特的作用。研究评估了三种油(包括菜籽油、葵花籽油和大豆油)在油炸马铃薯条时对动量、热量和质量传递的影响。结果表明,油的种类对水分损失和油的吸收没有显著影响。不过,三种油的速度分布模式并不相同。大豆油的平均模拟速度高于其他两种油,这是因为其密度较高。结果表明,马铃薯的表面温度受到油类的影响。总之,所开发的数值模拟有助于更好地理解马铃薯条的油炸过程,最终达到生产低脂优质产品的目的。
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引用次数: 0
Synergistic Effect of Advanced Refractance Window Drying on Quality Characteristics of Potato Slices and Numerical Process Optimization 高级折射窗口干燥对马铃薯片质量特性的协同效应及数值工艺优化
IF 2.9 3区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-03 DOI: 10.1007/s11540-024-09770-9
Mahapara Showkat, Rakesh Mohan Shukla, Rishi Richa, Tawheed Amin, Shahzad Faisal, Afzal Hussain, Saloni Joshi, Ankita Dobhal, Sanjay Kumar

The present investigation was aimed to develop an advanced refractance window drying (RWD) method for the drying of potato slices. A total of 17 experiments were carried out by using the Box-Behnken design (BBD) with RWD process parameters, i.e. drying temperature (75 °C, 85 °C, and 95 °C), potassium metabisulphite (KMS) concentration (0.5%, 1.0%, and 1.5%), and potato slice thickness (2 mm, 3 mm, and 5 mm). The effect of RWD process parameters on dehydration ratio, rehydration ratio, shrinkage ratio, total colour difference (TCD), and overall acceptability (OA) was analysed. Design-Expert software (ver. 13.0.1) was employed for numerical optimization of the experimental results. The optimized values for drying temperature (°C), KMS concentration (%), and slice thickness (mm) were found to be 85 °C, 0.5%, and 3 mm, respectively, and the corresponding responses were found to be 4.64, 3.45, 0.361, 9.956, and 4.64 for dehydration ratio, rehydration ratio, shrinkage ratio, TCD, and overall acceptability, respectively. A comparative analysis of optimized RWD (O-RWD) potato slices and conventionally dried (CD) potato slices was also conducted for proximate analysis, total colour difference (TCD), total sugar, textural properties (crispiness and hardness), water activity, and overall acceptability (OA). The results revealed that O-RWD potato slices were significantly higher in protein content, carbohydrates, total sugars, crispiness, and OA compared to CD potato slices. Overall, this study recommended that RWD provided better dried potato slices compared to CD.

本研究旨在开发一种先进的折射窗干燥(RWD)方法,用于马铃薯片的干燥。采用箱-贝肯设计(BBD)法,对 RWD 工艺参数,即干燥温度(75 ℃、85 ℃ 和 95 ℃)、焦亚硫酸钾(KMS)浓度(0.5%、1.0% 和 1.5%)和马铃薯切片厚度(2 毫米、3 毫米和 5 毫米)进行了 17 项实验。分析了 RWD 工艺参数对脱水率、再水化率、收缩率、总色差(TCD)和总体可接受性(OA)的影响。采用 Design-Expert 软件(13.0.1 版)对实验结果进行了数值优化。结果发现,干燥温度(°C)、KMS 浓度(%)和切片厚度(毫米)的优化值分别为 85°C、0.5% 和 3 毫米,脱水率、再水化率、收缩率、TCD 和总体可接受性的相应响应值分别为 4.64、3.45、0.361、9.956 和 4.64。还对优化的 RWD(O-RWD)马铃薯片和传统干燥(CD)马铃薯片的近似物分析、总色差(TCD)、总糖、质地特性(脆度和硬度)、水分活性和总体可接受性(OA)进行了比较分析。结果表明,O-RWD 马铃薯片与 CD 马铃薯片相比,蛋白质含量、碳水化合物、总糖、脆度和 OA 明显更高。总之,这项研究建议,与 CD 马铃薯片相比,RWD 马铃薯片的干度更好。
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引用次数: 0
Potato Harvesting Prediction Using an Improved ResNet-59 Model 使用改进的 ResNet-59 模型进行马铃薯收获预测
IF 2.9 3区 农林科学 Q1 AGRONOMY Pub Date : 2024-08-01 DOI: 10.1007/s11540-024-09773-6
Abdelaziz A. Abdelhamid, Amel Ali Alhussan, Al-Seyday T. Qenawy, Ahmed M. Osman, Ahmed M. Elshewey, Marwa Eed

This paper highlights why it is crucial to determine crop production using artificial intelligence for the growth of agriculture. In this paper, an elaborated ResNet-59 model has been developed to estimate potato harvests accurately. The dataset contained a global potato and tomato production data set that began in 1961 and ended in 2021; different deep learning architectures considered were ResNet-59, GoogLeNet, VGG-19, ResNet-50, VGG-16, and MobileNet. Collectively, the outcome of this ResNet-59 model’s improvement led to a general superiority with more minor mean squared errors, which were recorded as 0.0083, and a mean absolute error of 0.0762, a median of absolute errors amounted to 0.0750 along with an R2 value equalling 99.05%. According to these results, precision agriculture is another area where ResNet-59 could be effective, thus promoting the rational distribution of resources, minimizing waste and increasing food security. It is epoch-making to deliberate on the capability of artificial intelligence to emancipate sustainable farming and future research.

本文强调了利用人工智能确定作物产量对于农业发展至关重要的原因。本文开发了一个精心设计的 ResNet-59 模型,用于准确估算马铃薯的收成。该数据集包含始于1961年、止于2021年的全球马铃薯和番茄产量数据集;考虑的不同深度学习架构包括ResNet-59、GoogLeNet、VGG-19、ResNet-50、VGG-16和MobileNet。总体而言,ResNet-59 模型的改进结果具有普遍优势,平均平方误差更小,记录为 0.0083,平均绝对误差为 0.0762,绝对误差的中位数为 0.0750,R2 值等于 99.05%。根据这些结果,精准农业是 ResNet-59 可以发挥效力的另一个领域,从而促进资源的合理分配,最大限度地减少浪费,提高粮食安全。探讨人工智能解放可持续农业的能力和未来研究具有划时代的意义。
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引用次数: 0
The Sprout Inhibitor 1,4-Dimethylnaphthalene Results in Common Gene Expression Changes in Potato Cultivars with Varying Dormancy Profiles 萌芽抑制剂 1,4-二甲基萘导致不同休眠期的马铃薯栽培品种出现共同的基因表达变化
IF 2.9 3区 农林科学 Q1 AGRONOMY Pub Date : 2024-07-31 DOI: 10.1007/s11540-024-09772-7
Emily P Dobry, Michael A Campbell

Sprout suppression is a crucial aspect of maintaining postharvest Solanum tuberosum (potato) tuber quality. 1,4-dimethylnaphthalene (DMN) has demonstrated effective sprout suppression during long-term storage of potatoes. Its mode of action, however, remains unknown, and previous studies utilizing single cultivars preclude identification of a common response to treatment. Thus, the goal of this study was to identify common transcriptomic responses of multiple potato cultivars of varying dormancy lengths to DMN exposure during two dormancy stages. RNA-seq gene expression profiling supported differing sensitivity to DMN treatment dependent upon cultivar and dormancy stage. A limited number of genes with similar expression patterns were common to all cultivars. These were primarily identified in ecodormant tubers and were associated with cell cycle progression, hormone signaling, and biotic and abiotic stress response. DMN treatment resulted in significant upregulation of members of ANAC/NAC and WRKY transcription factor families. Investigation of affected protein-protein interaction networks revealed a small number of networks responsive to DMN in all cultivars. These results suggest that response to DMN is largely cultivar and dormancy stage-dependent, and the primary response is governed by a limited number of stress and growth-related genes and protein-protein interactions.

抑制萌芽是保持收获后 Solanum tuberosum(马铃薯)块茎质量的一个重要方面。在马铃薯的长期储藏过程中,1,4-二甲基萘(DMN)可有效抑制萌芽。然而,它的作用模式仍不清楚,而且以前利用单一栽培品种进行的研究无法确定对处理的共同反应。因此,本研究的目的是确定休眠期长短不一的多个马铃薯栽培品种在两个休眠期暴露于 DMN 的共同转录组反应。RNA-seq基因表达谱分析证实,不同栽培品种和休眠期对DMN处理的敏感性不同。所有栽培品种都有数量有限的表达模式相似的基因。这些基因主要在生态休眠块茎中被发现,与细胞周期进展、激素信号转导以及生物和非生物胁迫反应有关。DMN处理导致ANAC/NAC和WRKY转录因子家族成员的显著上调。对受影响的蛋白质-蛋白质相互作用网络的调查显示,所有栽培品种中都有少量网络对DMN有响应。这些结果表明,对DMN的反应在很大程度上取决于栽培品种和休眠期,主要反应受数量有限的胁迫和生长相关基因以及蛋白质-蛋白质相互作用的支配。
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引用次数: 0
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Potato Research
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