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Loss Rate Estimation of Yield and Output Value of Tobacco Leaf Infected by Tobacco Blown Spot (Alternaria alternata) 被引量:3
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作者 余清 《Plant Diseases and Pests》 CAS 2010年第6期23-27,63,共6页
[Objective] The paper was to study the effect of tobacco blown spot on the yield and output value of tobacco leaf.[Method]The upper,middle and lower leaves in tobacco plant were selected during the harvest period of t... [Objective] The paper was to study the effect of tobacco blown spot on the yield and output value of tobacco leaf.[Method]The upper,middle and lower leaves in tobacco plant were selected during the harvest period of tobacco to carry out loss rate estimation of yield and output value of tobacco leaf caused by different disease levels of brown spot.Regression correlation analysis was also conducted.[Result]The disease levels of brown spot had extremely significant strong negative correlation with single leaf weight of tobacco leaf,and it had extremely significant strong positive correlation with the loss rate of single leaf weight.The increase speed of loss rate of single leaf weight of middle and upper leaves was obviously faster than that of lower leaves.The loss rates of single leaf weight of upper,middle and lower leaves were 3.18%-28.95%,3.43%-28.88% and 10.07%-26.90%,respectively.The higher the disease level of blown spot was,the lower the yield and output value of tobacco leaf was,and the corresponding loss rate was also higher.Correlation analysis showed that the disease level of blown spot had extremely significant strong negative correlation with the yield and output value of tobacco leaf,and it had extremely significant strong positive correlation with the loss rate of yield and output value.The negative impact of blown spot on the output value of tobacco leaf was far greater than that on the yield.The highest loss rate of the yield of tobacco leaf was 28.56%,while the highest loss rate of output value reached 89.67%.[Conclusion] The study provided theoretical basis for accurately holding the critical period for the control of blown spot,thus reducing the damage on tobacco leaf and improving the output value of tobacco leaf. 展开更多
关键词 tobacco brown spot Single-leaf weight Yield of tobacco leaf Output value of tobacco leaf Loss rate estimation
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Application of Tobacco Leaf Edge Detection with Tracking Bug Method
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作者 李彰 毛鹏军 +3 位作者 王俊 张伏 邱兆美 杜东亮 《Agricultural Science & Technology》 CAS 2010年第4期10-11,120,共3页
Tobacco leaf shapes including the length,width,area,perimeter and roundness parameters and so on,Only obtain exact boundaries of the leaf information to calculate a large number of leaf parameters.This paper introduce... Tobacco leaf shapes including the length,width,area,perimeter and roundness parameters and so on,Only obtain exact boundaries of the leaf information to calculate a large number of leaf parameters.This paper introduces the classical edge detection Methods,bug method is used to track the boundaries of tobacco leaf extractly.The test shows that the algorithm has a good edge extraction capability. 展开更多
关键词 tobacco leaf Edge detection Bug method
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Studies on Amylase and Degradation of Starch and Pigment of Tobacco Leaf During Process of Flue-Curing 被引量:17
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作者 GONGChang-rong YUANHong-tao +1 位作者 CHENJiang-hua SONGZhao-peng 《Agricultural Sciences in China》 CAS CSCD 2004年第12期931-936,共6页
The changes in the activity of amylase and amylase-isoenzyme and the degradation of starch and pigment of tobacco leaf during flue-curing were studied by using the electric- heated flue-curing barn designed and made... The changes in the activity of amylase and amylase-isoenzyme and the degradation of starch and pigment of tobacco leaf during flue-curing were studied by using the electric- heated flue-curing barn designed and made by the Henan Agricultural University. The temperature and humidity of the barn were controlled automatically. The results indicated that starch in tobacco leaf decreased rapidly and leveled off after 48 h of curring, in the meantime, the content of soluble sugar increased accordingly and reached a peak at the stage of color-fixing. Both of them had a rapid-changing stage in the first 36 hours of yellowing. The changes of starch and soluble sugar contents had highly significant negative-correlation at 1 % level (rNC89 = -0.8962**, rYY85 = -0.9704**). The activity of amylase increased with the proceeding of curing and reached a peak after 36 hours of curing, then decreased. But the activity of amylase kept at a high level when the humidity of curing-environment was very low, even if the tobacco leaf had been dried. The rapid degradation of starch showed a significantly negative correlation with the increase of activity of amylase at 5 % level (rNC89 = -0.8495*, rYY85 = -0.7839*). The degradation of starch and pigment had the same regulation and had highly significant correlation at 1 % level (rNC89= 0.9649**, rYY85= 0.9428**). There were mainly three amylase-isoenzyme bands -A, B, C respectively, in tobacco leaf during flue curing. They were identified as α-AMY, β-AMY, R-AMY, and the activity of β-AMY was the highest. The changes in amylase activity and contents of starch and pigment were affected by the tobacco leaf moisture and environmental humidity during curing. 展开更多
关键词 tobacco leaf Flue-curing STARCH AMYLASE PIGMENT
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Status and Application of Tobacco Leaf Preconditioning in China 被引量:2
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作者 Yingjie LIU Wen LIU +2 位作者 Yue ZHU Jiangtao JI Jun WANG 《Agricultural Science & Technology》 CAS 2017年第1期180-184,共5页
In the process of tobacco production, the moisture content of tobacco leaves directly affects the quality of tobacco leaf. Since the water content in the leaf is low, it needs to process with the conditioning treatmen... In the process of tobacco production, the moisture content of tobacco leaves directly affects the quality of tobacco leaf. Since the water content in the leaf is low, it needs to process with the conditioning treatment for a short time beforetobacco grading, so as to improve the tobacco moisture content and reduce breakage, as well as ensure the quality and yield of tobacco, ahd meet the requirements of the follow-up process of tobacco. Therefore, a comprehensive overview was given to the pre-conditioning method for tobacco leaf, and the current application status of tobacco leaf pre-conditioning equipment in China was explored. 展开更多
关键词 tobacco leaf PRE-CONDITIONING Conditioning equipment Water content
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Dynamics of Environmental Humidity and Water Content in Tobacco Leaf and Metabolism of Starch During Curing 被引量:1
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作者 GONGChang-rong CHENJiang-hua 《Agricultural Sciences in China》 CAS CSCD 2003年第2期149-153,共5页
Effect of environmental humidity and water content in tobacco leaf on starch metabolism was studied by using the electric-heated auto-controlled flue-curing barn supplied by Henan Agricultural University, China. The r... Effect of environmental humidity and water content in tobacco leaf on starch metabolism was studied by using the electric-heated auto-controlled flue-curing barn supplied by Henan Agricultural University, China. The results indicated that the degradation of starch and decrease of water content in tobacco leaf during early yellowing at low humidity was the most rapid, and the water loss was the highest while the lowest under high humidity. The duration for starch degradation under low humidity was longer than that of CK. So the starch residue in cured leaf of different treatment took the order of high humidity yellowing treatment> low humidity yellowing treatment > CK. When the leaf water content was decreased to around 50 %, the starch degradation became slow and the content of starch was stable. Starch degradation and decrease of leaf water content was not synchronous. Starch in tobacco leaf during yellowing degraded more rapidly when humidity was decreased at a high speed, but the degradation stopped earlier at late stage. There was a quicker and higher degradation of starch under high environmental humidity. When the humidity decreased to 70 %, the content of starch was stable. The activity of amylase began to decrease when relative humidity was below 75 %, but it kept a high level of activity when the environmental humidity was below 70 %. 展开更多
关键词 tobacco leaf Flue-curing STARCH Relative humidity AMYLASE
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Occurrence Regularity and Life History of Cigarette Beetle Lasioderrma serricorne(Fabricius)in Tobacco Leaf Threshing and Redrying Workshop
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作者 Ding CHEN Yingjie JIANG +9 位作者 Zijun ZHAO Chaojun LUO Xingling WANG Jie XIE Pengchao CHEN Fei XU Yongan REN Lin LU Xueqin ZHANG Shunxian LIANG 《Plant Diseases and Pests》 CAS 2022年第3期1-4,共4页
[Objectives]The paper was to study the occurrence regularity and life history of cigarette beetle Lasioderrma serricorne(Fabricius)in tobacco leaf threshing and redrying workshop.[Methods]With the tobacco leaf threshi... [Objectives]The paper was to study the occurrence regularity and life history of cigarette beetle Lasioderrma serricorne(Fabricius)in tobacco leaf threshing and redrying workshop.[Methods]With the tobacco leaf threshing and redrying workshop as the survey site,the occurrence regularity of L.serricorne was investigated,and the life history table was inferred according to its biological characteristics.The temperature,humidity and duration of tobacco leaf threshing and redrying were simulated in the laboratory to study the survival rate of all states of L.serricorne in this environment.[Results]The lifecycle of L.serricorne in tobacco leaf threshing and redrying workshop was:the overwintering generation pupated in late February;the pupa began to emerge in early March,and reached its peak in late March.The first-generation eggs started hatching in late March,pupated in late May,emerged in early June,and reached the peak eclosion of the first-generation adults in mid-July.The second-generation eggs began to hatch in late July,pupated in mid-August,emerged in late August,and reached the peak eclosion of the second-generation adults in mid-September.The third-generation eggs began to hatch in mid-September;most of the larvae began to overwinter,some pupated in mid-November and survived the winter as pupae,and some pupae emerged to adults.The survival test results of different states of L.serricorne under simulated temperature,humidity and duration in the tobacco leaf threshing and redrying process showed that the mortality rates of eggs in simulated 1,2 and 3 conditions were about 51.22%,90.24% and 100%,and the mortalities of larvae in simulated 1,2 and 3 conditions were about 18.30%,81.25%and 100%,respectively.The mortalities of pupae in simulated 1,2 and 3 conditions were about 69.39%,100% and 100%,and the mortalities of adults in simulated 1,2 and 3 conditions were about 100%,100% and 100%,respectively.[Conclusions]L.serricorne of different states can be killed by appropriately raising the temperature during threshing and redrying. 展开更多
关键词 Cigarette beetle LIFECYCLE tobacco leaf threshing and redrying workshop Mortality rate REGULARITY
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Low Co-Cultivation Temperature at 20°C Resulted in the Reproducible Maximum Increase in Both the Fresh Weight Yield and Stable Expression of GUS Activity after <i>Agrobacterium tumefaciens</i>-Mediated Transformation of Tobacco Leaf Disks 被引量:3
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作者 Guiying Su Sunjung Park +1 位作者 Seokhyun Lee Norimoto Murai 《American Journal of Plant Sciences》 2012年第4期537-545,共9页
The importance of controlled temperature during the four-days co-cultivation period was evaluated under the most physiologically relevant conditions for Agrobacterium tumefaciens-mediated transformation of tobacco (Ni... The importance of controlled temperature during the four-days co-cultivation period was evaluated under the most physiologically relevant conditions for Agrobacterium tumefaciens-mediated transformation of tobacco (Nicotiana tabacum L. cv. Xanthi (nn, Smith)) leaf disks. We compared the effect of temperatures ranging from 15°C, 18°C, 20°C, 22°C to 25°C on the stable expression of β-glucuronidase (GUS) activity of 14 days old hygromycin-selected leaf disks, and on the increase in the fresh weight yield of 28 days old kanamycin-selected calli. The highest average of GUS activity was obtained at 20°C among the five temperatures tested although the difference between the 18°C and 20°C treatment was not statistically significant. The GUS activity at 15°C was statistically lower than those at 18°C and 20°C. The GUS activity in 22°C treatment was an intermediate between the highest (18/20°C) and second highest averages (15°C), and was not statistically significantly different. The lowest average of GUS activity was observed at 25°C. The highest increase in the plate average of fresh weight yield was obtained at 20°C among the five temperature tested. The 20°C treatment was statistically significantly better than the 15°C and 18°C treatments. The 20°C co-cultivation treatment resulted in the higher FW yield than 22°C and 25°C even though the differences were not statistically significant. In conclusion, low co-cultivation temperature at 20°C resulted in the reproducible maximum increase in both the fresh weight yield and stable expression of GUS activity after transformation of tobacco leaf disks. 展开更多
关键词 Agrobacterium TUMEFACIENS CO-CULTIVATION TEMPERATURE Fresh Weight Yield Stable GUS Gene Expression tobacco leaf DISKS Transformation
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How to Comprehensively Utilize the Discarded Fresh Tobacco Leaf ?
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作者 Xiqing LIU Weiping FENG +3 位作者 Zhifu XU Dongyang HU Zairan DENG Wenyu LI 《Asian Agricultural Research》 2015年第12期74-76,共3页
This paper aims to explore comprehensive utilization way of discarded fresh tobacco leaf. Based on modern tobacco demands on green,environmental protection and sustainable development,as well as actual situation of bi... This paper aims to explore comprehensive utilization way of discarded fresh tobacco leaf. Based on modern tobacco demands on green,environmental protection and sustainable development,as well as actual situation of biogas production facility in some villages of local tobacco area,this paper selects Longwan Village of Fengshiyan Town as the experimental site and explores the rational way of discarded fresh tobacco leaf biogas fermentation. Results show that cutting and fermentation of discarded fresh tobacco leaf before adding into biogas digester is conductive to improving p H in fermentation process,reducing crust amount,and effectively improving biogas production amount and rate. The study can provide reference for effective processing and rational utilization of discarded fresh tobacco leaf. 展开更多
关键词 Discarded FRESH tobacco leaf BIOGAS FERMENTATION COMPREHENSIVE utilization
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Identification of a novel DNA molecule associated with Tobacco leaf curl virus 被引量:6
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作者 XIE Yan ZHOU Xueping +2 位作者 LI Zhenghe ZHANG Zhongkai LI Guixin 《Chinese Science Bulletin》 SCIE EI CAS 2002年第15期1273-1276,共4页
A circular DNA molecule, designated as DNAp, was identified in tobacco plants infected with Tobacco leaf curl virus (TLCV) isolates Y5 and Y8 by PCR using primers based on the conserved region of the two reported DNAp... A circular DNA molecule, designated as DNAp, was identified in tobacco plants infected with Tobacco leaf curl virus (TLCV) isolates Y5 and Y8 by PCR using primers based on the conserved region of the two reported DNAp sequences of whitefly-transmitted geminiviruses (WTGs). The complete nucleotide sequences of DNAβ of Y5 and Y8 (TLCV DNAβ) were determined. Y5 DNAβ comprises 1333 nucleotides encoding 8 predicted ORFs with 4 ORFs in virion-sense DNA and 4 ORFs in complementary-sense DNA; Y8 DNAP consists of 1338 nucleotides encoding 7 predicted ORFs with 4 ORFs in virion-sense DNA and 3 ORFs in complementary-sense DNA. TLCV DNAβhas little sequence homology to DNA-A of TLCV, except that it shares conserved TAATATTAC loop sequence with TLCV DNA-A. Sequence comparison showed that Y5 DNAβ shared 85% sequence homology with Y8 DNAβ, and both Y5 DNAβ and Y8 DNAβ had relatively low sequence identity (51%-65%) with the reported DNAβ molecules associated with Agera-tum yellow vein virus and Cotton leaf 展开更多
关键词 DNAp tobacco leaf CURL VIRUS sequence BEGOMOVIRUS Bemisa tabaci.
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Preliminary Study on Molecular Evolution of Tobacco Leaf Curl Geminivirus 被引量:2
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作者 洪益国 蔡健和 +3 位作者 王小凤 王文慧 黄谊 田波 《Chinese Science Bulletin》 SCIE EI CAS 1994年第6期520-523,共4页
Leaf curl is a serious disease of tobacco in tropical and subropical regions. Itscausative agent is tobacco leaf curl geminivirus (TLCV)which can be transmitted bywhitefly (Bemisia tabaci) and infect many other plant ... Leaf curl is a serious disease of tobacco in tropical and subropical regions. Itscausative agent is tobacco leaf curl geminivirus (TLCV)which can be transmitted bywhitefly (Bemisia tabaci) and infect many other plant species of Solanaceae andCaricaceae.The occurrence, host range and insect vector of TbLCV as well as itsserological reaction with monoclonal antibody of African cassava mosaic virus havebeen reported in China, and more recently, tobacco leaf curl disease has becomeendemic in southern areas. Here we first present the nucleotide sequence ofTbLCV coat protein (CP) gene and molecular evolutionary relationship with 展开更多
关键词 tobacco leaf CURL GEMINIVIRUS COAT protein gene molecular evolution.
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Effects of plastic mulching film-induced leaf burning on seedling growth in tobacco cultivation:Different findings beyond conservation view 被引量:2
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作者 LIN Ying-chao WEI Ke-su +5 位作者 GAO Wei-chang CHEN Yi LIN Ye-chun CHEN Wei LI Hong-xun PAN Wen-jie 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2018年第6期1327-1337,共11页
Solving high-temperature plastic mulching film-induced leaf burning in the first week during tobacco cultivation would take much time and effort. In the present study, the growth as well as the leaf sugar and nicotine... Solving high-temperature plastic mulching film-induced leaf burning in the first week during tobacco cultivation would take much time and effort. In the present study, the growth as well as the leaf sugar and nicotine contents of seedlings with or without leaf burning induced by high-temperature plastic mulching film were tested at two independent sites in 2015 and 2016 to identify the influence of leaf burning on seedling growth. The results showed that the growth of seedlings with leaf burning was improved with increased leaf area, leaf number and plant height compared to those without leaf burning, combined with an increased seedling survival rate at two sites in two years. In seedlings with leaf burning, the contents of fructose and glucose increased and peaked at 11:00 and 13:00 in the leaf and root, respectively, with an increased root nicotine content beginning at 13:00, highlighting the signalling role of sugars. Activities of antioxidant enzymes including peroxidase (POD), superoxide dismutase (SOD) and catalase (CAT) were all increased in seedlings with leaf burning. More plant biomass was allocated to roots in seedlings with leaf burning with increased root volume compared to control seedlings, which might facilitate the absorption of water and nutrients from the soil. Our findings demonstrate that high-temperature plastic mulching film-induced leaf burning not inhibited but benefited seedling survival and growth, suggesting that the time and labour-consuming manual plucking of burnt leaves can be avoided during tobacco cultivation. 展开更多
关键词 plastic mulching film tobacco cultivation leaf burning NICOTINE
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There is the second virus that causes tobacco leaf curl disease (not TbLCV-CHI) in the field
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作者 GONG Qianhong LIU Yule +3 位作者 HONG Yiguo WANG Huanyu CHEN Gang CAI Jianhe 《Chinese Science Bulletin》 SCIE EI CAS 2000年第12期1131-1137,共7页
Sequence analysis of virus isolation DNA of tobacco leaf curl disease shows that there is the second geminivirus (not Chinese Tobacco Leaf Curl Virus, TbLCV-CHI) that causes tobacco leaf curl disease in the field in t... Sequence analysis of virus isolation DNA of tobacco leaf curl disease shows that there is the second geminivirus (not Chinese Tobacco Leaf Curl Virus, TbLCV-CHI) that causes tobacco leaf curl disease in the field in the Guangxi Zhuang Autonomous Region, China. This virus DNA-A contains 2 734 nt. Large intergenic region (LIR) contains 269 nt, the virus sense strand contains 2 open reading frames (ORFs): AV1 (115 aa) and AV2 (coat protein gene, CP, 256 aa), and the complementary sense strand contains 4 ORFs: AC1 (replicase gene, 361 aa), AC2 (transactivator, 134 aa), ACS (134 aa) and AC4 (97 aa). The virus belongs to one kind of subgroup III gemini- viruses from old world, and could be the Chinese tomato yellow leaf curl virus (TYLCV-CHI). 展开更多
关键词 tobacco leaf CURL DISEASE geminivirus DNA sequence CHINESE tomato yellow leaf CURL VIRUS (TYLCV-CHI) CHINESE tobacco leaf CURL VIRUS (TbLCV-CHI).
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Effects of Curing Techniques on Starch Contents of Leaves in Different Tobacco Parts with Varying Maturity Degrees 被引量:4
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作者 崔国民 汪伯军 +4 位作者 许安定 陈益银 杨超 罗以贵 韩善红 《Agricultural Science & Technology》 CAS 2014年第3期488-492,共5页
[Objective] The aim was to explore effects of different curing techniques on starch contents of tobaccos from different growth parts and with varying maturity degrees in order to reduce starch content of Yunnan tobacc... [Objective] The aim was to explore effects of different curing techniques on starch contents of tobaccos from different growth parts and with varying maturity degrees in order to reduce starch content of Yunnan tobacco. [Method] Compar- isons were conducted on tobaccos from upper, middle and down parts (immature, premature, mature and excessive mature) by low temperature and low humidity cur- ing technique, moderate temperature and moderate humidity curing technique, mod- erate temperature and high humidity curing technique to measure starch contents before and after curing. [Result] The results showed starch content of tobacco was increasing upon growth part. Low temperature and low humidity curing technique has poor effects on reduction of starch content; moderate temperature and moderate humidity curing technique improves starch content; moderate temperature and high humidity curing technique dramatically reduces starch content of tobaccos. [Conclu- sion] With consideration of tobacco appearance, inner quality and characters, moder- ate temperature and moderate humidity curing technique is recommended for tobac- co production. 展开更多
关键词 tobacco leaf Flue-curing technique Starch content
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烤烟上部叶成熟度对烟叶品质的影响 被引量:2
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作者 王鹏 陈炬廷 +5 位作者 石刚 叶协锋 吴明 吴少军 付龙 吴勇 《现代农业科技》 2024年第8期13-16,共4页
为探究四川省广元产区上部烟叶适宜的采收成熟度,以云烟87为试验材料,设置4个成熟度处理,测定不同处理烤后烟外观质量、化学成分、感官质量及经济效益。结果表明:2021年较常规采收时间推迟3 d采收,上部烟叶烤后外观质量最好,化学成分较... 为探究四川省广元产区上部烟叶适宜的采收成熟度,以云烟87为试验材料,设置4个成熟度处理,测定不同处理烤后烟外观质量、化学成分、感官质量及经济效益。结果表明:2021年较常规采收时间推迟3 d采收,上部烟叶烤后外观质量最好,化学成分较为协调,但还原糖和总糖含量稍低于优质烟叶目标;2022年较常规采收时间推迟3 d采收,上部烟叶烤后外观质量、感官质量及经济效益均最好。综合来看,建议较常规采收时间推迟3 d,此时可达到广元烟区上部烟叶采收的最佳成熟度。 展开更多
关键词 上部烟叶 成熟度 外观质量 感官质量 经济效益
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Effect of Different Flue-curing Techniques on the Taste and Aroma Substances of Tobacco Leaves 被引量:2
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作者 崔国民 汪伯军 +3 位作者 罗以贵 许安定 陈益银 杨超 《Agricultural Science & Technology》 CAS 2014年第2期251-257,285,共8页
[Objective]This study aimed to optimize the conditions for curing tobacco leaf, so as to improve its flavor and quality. [Method] Leaves of Yuanyan 87 were col ected and cured by three different techniques (moderate-... [Objective]This study aimed to optimize the conditions for curing tobacco leaf, so as to improve its flavor and quality. [Method] Leaves of Yuanyan 87 were col ected and cured by three different techniques (moderate-intensity conditions throughout the curing course; high-intensity conditions at leaf yel owing and wilting stages, moderate-intensity conditions at leaf drying and vein drying stages; high-in-tensity conditions throughout the curing course), and then the contents of 48 aroma substances and taste indices of the finished tobacco leaves were measured. [Result] The contents of 28 aroma substances in the tobacco leaves cured under high-inten-sity conditions throughout the course were higher and the taste indices of these to-bacco leaves were better, compared with those flue-cured by the other two tech-niques. The contents of the other 20 aroma substances were not significantly af-fected by the curing techniques. The second best technique was high-intensity con-ditions at leaf yel owing and wilting stages and moderate-intensity conditions at leaf drying and vein drying stages. Curing tobacco leaves at moderate-intensity condi-tions throughout the course was the worst one. [Conclusion] Compared with the oth-er two methods, the contents of aroma substances and taste indices of the tobacco leaves cured under high-intensive conditions throughout the course were the best. 展开更多
关键词 Flue-cured tobacco leaf Curing technique Aromatic substances Tasteindices
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基于YOLOv5的烟草叶部病害智能识别
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作者 刘春菊 刘延鑫 +11 位作者 李斐 王俊峰 刘中庆 聂威 王大海 刘洋 田海东 罗政刚 孙松 杜玉海 马强 姜红花 《中国烟草科学》 CSCD 北大核心 2024年第3期93-101,共9页
为提高烟草病害的智能识别精度和判别效率,提出基于YOLOv5网络改进的烟草病害识别模型,针对原模型对小目标病斑特征提取能力弱的问题提出改进模型,分别为添加多尺度增强模块的YOLOv5-ME、添加小目标检测层的YOLOv5-LT和同时添加小目标... 为提高烟草病害的智能识别精度和判别效率,提出基于YOLOv5网络改进的烟草病害识别模型,针对原模型对小目标病斑特征提取能力弱的问题提出改进模型,分别为添加多尺度增强模块的YOLOv5-ME、添加小目标检测层的YOLOv5-LT和同时添加小目标检测层和多尺度增强模块的YOLOv5-ME-LT,对从田间采集的赤星病、黄瓜花叶病、普通花叶病、气候斑点病和野火病等5874幅病害图像进行识别验证。结果表明,3种改进模型的检测精度均优于原始模型,YOLOv5-ME的mAP为88.7%;YOLOv5-LT的mAP为88.1%;YOLOv5-ME-LT的mAP为91%,远高于原模型的78%。本文改进的烟草叶部病害识别算法相对原模型性能有明显提高,但研究中仍存在相似病害难区分等问题,后续研究将结合生命化学指标和多光谱技术,对早期烟草病害进行检测。 展开更多
关键词 烟草 叶部病害 检测 YOLOv5 深度学习
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废弃烟叶可溶性蛋白的提取工艺
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作者 沙云菲 杜淮清 +4 位作者 熊骏威 汪阳忠 束茹欣 陈旭 戴小峰 《上海大学学报(自然科学版)》 CAS CSCD 北大核心 2024年第4期644-654,共11页
集合超声波、超滤、弱碱性等电点沉淀技术,开发了一种从废弃烟叶中提取可溶性蛋白的新工艺,并构建了一套物理、化学、生物参数评价体系.经优化后的工艺路线如下:在0.085 mol/L磷酸缓冲液(pH=7.85)条件下,以1∶8料液比进行超声波提取,经... 集合超声波、超滤、弱碱性等电点沉淀技术,开发了一种从废弃烟叶中提取可溶性蛋白的新工艺,并构建了一套物理、化学、生物参数评价体系.经优化后的工艺路线如下:在0.085 mol/L磷酸缓冲液(pH=7.85)条件下,以1∶8料液比进行超声波提取,经分级离心、过滤/超滤,并通过0.11 mol/L[H^(+)]溶液调节等电点pH=5.5,成功提取了分子量约为55 kDa及大于200 kDa的混合蛋白,其氨基酸组成分析能满足成人必需氨基酸需求.红外光谱分析未见明显果胶、多糖特征.采用温和弱碱-等电点提取技术结合物理提取方法,有效解决了传统提取方法存在的问题,展现了良好的通用性,为废弃烟叶的资源化利用及工业化生产提供了新的思路. 展开更多
关键词 烟叶蛋白 磷酸缓冲体系 超滤 尼古丁 等电点
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微波预处理对加热卷烟用烤烟烟叶常规化学成分及挥发性香气成分的影响
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作者 田金虎 袁颖 +5 位作者 卢昕博 汤晓东 潘力 王雨凝 叶兴乾 蒋健 《轻工学报》 CAS 北大核心 2024年第2期69-79,共11页
以河南产区的下部烤烟样品为原料,采用微波干燥和微波水热两种方法预处理原料,利用连续流动分析、高效液相色谱、气相色谱-离子迁移谱(GC-IMS)等技术对不同微波预处理烤烟烟叶中的常规化学成分及挥发性香气成分进行分析。结果表明:微波... 以河南产区的下部烤烟样品为原料,采用微波干燥和微波水热两种方法预处理原料,利用连续流动分析、高效液相色谱、气相色谱-离子迁移谱(GC-IMS)等技术对不同微波预处理烤烟烟叶中的常规化学成分及挥发性香气成分进行分析。结果表明:微波水热处理可降低烤烟烟叶中水溶性糖、还原糖、植物碱及酚类物质含量,提高总氮、石油醚提取物含量,并显著增加烤烟原叶的氮碱比(P≤0.05),其中微波水热700 W-6 min处理组氮碱比高达1.65;而经微波干燥处理后,烤烟烟叶中常规化学成分整体仍处于优质烟叶指标范畴,且挥发碱含量显著增加(P≤0.05),部分预处理组中绿原酸和芸香苷含量增加;此外,GC-IMS共鉴定出56种挥发性香气成分,微波水热处理可增加烤烟的新鲜清香,微波干燥处理则可增加其甜香味。 展开更多
关键词 微波水热处理 微波干燥处理 烤烟烟叶 加热卷烟 挥发性香气成分
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基于高光谱成像及机器学习的烟叶糖料液施加量判别模型
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作者 张建栋 杨忠泮 +4 位作者 吴恋恋 徐大勇 朱萍 张雯晶 堵劲松 《轻工学报》 CAS 北大核心 2024年第5期86-94,共9页
针对目前烟叶加料工序中糖料液加料效果无法进行无损检测的问题,基于高光谱成像及机器学习构建了烟叶糖料液施加量判别模型。首先,利用可见光-短波红外高光谱成像系统获取不同糖料液施加量烟叶样品的高光谱数据,采用标准正态变换(SNV)... 针对目前烟叶加料工序中糖料液加料效果无法进行无损检测的问题,基于高光谱成像及机器学习构建了烟叶糖料液施加量判别模型。首先,利用可见光-短波红外高光谱成像系统获取不同糖料液施加量烟叶样品的高光谱数据,采用标准正态变换(SNV)进行预处理;然后,分别使用全频域数据和主成分分析(PCA)降维数据,结合支持向量机(SVM)、逻辑回归(LR)、多层感知机(MLP)、随机森林(RF)构建4种判别模型并进行验证。结果表明:SNV预处理显著增强了高光谱数据的特征集中度;在使用全频域波段数据建模时,短波红外波段内模型的预测准确率均显著高于可见光波段,短红外波段的LR模型准确率最高(为98.23%);相较于全频域数据建模,使用PCA降维后的前10个主成分数据建模时,短红外波段的模型预测准确率无显著变化,而可见光波段的RF模型预测准确率提升较为明显(达71.43%);在可见光波段内,PCA降维后4种判别模型的最高准确率对应的主成分数量分别为217个、55个、47个、59个,在短波红外波段内,则分别为13个、11个、117个、46个。整体上,LR和RF模型表现出较优异的预测性能,在短波红外波段内,基于PCA降维数据的LR模型在使用较少主成分时仍能获得高准确率,具有快速、无损、精准地判别烟叶糖料液施加量的能力。 展开更多
关键词 高光谱成像 机器学习 烟叶加料工序 糖料液施加量 逻辑回归
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不同叶长·叶宽和单叶重对广元烤后烟叶质量的影响
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作者 石刚 王晶 +6 位作者 王鹏 叶协锋 刘腾飞 吴勇 蒲飞 吴明 张波 《安徽农业科学》 CAS 2024年第14期156-160,共5页
为明确广元优质烤后烟叶适宜的叶长、叶宽和单叶重范围,为广元地区生产优质烤烟提供数据支撑,2021年在四川省广元市剑阁县5个收购线分别挑选10户种植水平具有代表性的烟农,取X2F、C2F、C3F和B2F等级烟叶样品各2 kg,按等级划分不同叶长... 为明确广元优质烤后烟叶适宜的叶长、叶宽和单叶重范围,为广元地区生产优质烤烟提供数据支撑,2021年在四川省广元市剑阁县5个收购线分别挑选10户种植水平具有代表性的烟农,取X2F、C2F、C3F和B2F等级烟叶样品各2 kg,按等级划分不同叶长、叶宽和单叶重进行烟叶质量评价。结果表明:随着叶长的增加,X2F、B2F等级烟叶总糖、还原糖含量呈减少趋势。随着叶长的增加,C3F烟叶烟碱、钾含量升高;随着叶宽的增加,C3F烟叶总糖、还原糖含量逐渐增加。X2F和C3F等级烟叶随着单叶重的增加,总糖含量逐渐增加,钾含量减少。随着烟叶叶宽和单叶重的增加,X2F烟叶外观质量总分均表现为先增加后降低。随着叶长的增加,C2F和C3F烟叶外观质量总分均表现为逐渐增加,外观质量总分从高到低依次为>75 cm、>65~75 cm、>55~65 cm、≤55 cm。随着叶长、叶宽和单叶重的增加,C2F、C3F、B2F烟叶感官质量得分大多表现为先上升后下降。随着叶长、叶宽的增加,C2F、B2F烟叶感官质量得分表现为先上升后下降。当X2F烟叶叶长控制在>50~60 cm、叶宽控制在>15~19 cm、单叶重控制在>7~11 g时,X2F烟叶综合品质较好;当C2F烟叶叶长控制在>55~65 cm、叶宽控制在>15~23 cm、单叶重控制在>9~13 g时,C2F烟叶综合品质较好;当C3F烟叶叶长控制在>65~75 cm、叶宽控制在>15~23 cm、单叶重控制在>8~12 g时,C3F烟叶综合品质较好;当B2F叶长控制在>55~65 cm、叶宽控制在>15~23 cm、单叶重控制在>9~15 g时,B2F烟叶综合品质较好。 展开更多
关键词 烤后烟叶 叶长 叶宽 单叶重 烟叶质量
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