首页 > 最新文献

Turkish Journal of Agriculture: Food Science and Technology最新文献

英文 中文
Microbiological Evaluation of Foods for Special Medical Purposes of Children 儿童特殊医疗用食品的微生物学评价
Pub Date : 2023-08-31 DOI: 10.24925/turjaf.v11i8.1360-1364.6079
Pınar Mursalıoğlu Kaynar, Elçin Günaydın
Foods for special medical purposes are specially produced or formulated with the intention of regulating children's diets for specific nutrition applications, and used under medical surveillance. These food should not offer a microbiological risk to human health as well as their compositions. The purpose of this study was the microbiological evaluation of foods for special medical purposes used in children’s diet. For this evaluation, eleven imported foods for special medical purposes that were sold in Ankara-Turkey were analyzed in terms of Salmonella spp., coagulase positive staphylococci, staphylococcal enterotoxin, Escherichia coli, Escherichia coli O157, Enterobacteriaceae, Listeria monocytogenes, and Bacillus cereus. The bacterial examinations were done according to each related EN ISO standart methods. In result of the examination, the microbial growth was not observed on the food samples. In conclusion, the samples investigated have no microbiological risk. Also, consumers should examine their expiration dates during purchase because the expiration dates declared on the foods have showed their microbiological stability.
特殊医疗用途食品是指为调节儿童的特定营养用途而专门生产或配制的食品,并在医学监督下使用。这些食物及其成分不应对人体健康构成微生物风险。本研究的目的是对儿童饮食中特殊医疗用途食品的微生物学评价。为了进行评估,对在土耳其安卡拉销售的11种进口特殊医疗用途食品进行了沙门氏菌、凝固酶阳性葡萄球菌、葡萄球菌肠毒素、大肠杆菌、大肠杆菌O157、肠杆菌科、单核细胞增生李斯特菌和蜡样芽孢杆菌的分析。细菌检查按EN ISO相关标准方法进行。检查的结果是,在食物样本上没有观察到微生物生长。综上所述,所调查的样品不存在微生物风险。此外,消费者应该在购买时检查食品的保质期,因为食品上的保质期已经表明了它们的微生物稳定性。
{"title":"Microbiological Evaluation of Foods for Special Medical Purposes of Children","authors":"Pınar Mursalıoğlu Kaynar, Elçin Günaydın","doi":"10.24925/turjaf.v11i8.1360-1364.6079","DOIUrl":"https://doi.org/10.24925/turjaf.v11i8.1360-1364.6079","url":null,"abstract":"Foods for special medical purposes are specially produced or formulated with the intention of regulating children's diets for specific nutrition applications, and used under medical surveillance. These food should not offer a microbiological risk to human health as well as their compositions. The purpose of this study was the microbiological evaluation of foods for special medical purposes used in children’s diet. For this evaluation, eleven imported foods for special medical purposes that were sold in Ankara-Turkey were analyzed in terms of Salmonella spp., coagulase positive staphylococci, staphylococcal enterotoxin, Escherichia coli, Escherichia coli O157, Enterobacteriaceae, Listeria monocytogenes, and Bacillus cereus. The bacterial examinations were done according to each related EN ISO standart methods. In result of the examination, the microbial growth was not observed on the food samples. In conclusion, the samples investigated have no microbiological risk. Also, consumers should examine their expiration dates during purchase because the expiration dates declared on the foods have showed their microbiological stability.","PeriodicalId":23389,"journal":{"name":"Turkish Journal of Agriculture: Food Science and Technology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88661048","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of Homozygous Lines by In Vivo Doubled Haploid Technique in Hybrid Maize Breeding 用体内双单倍体技术培育杂交玉米纯合子系
Pub Date : 2023-08-31 DOI: 10.24925/turjaf.v11i8.1386-1393.6237
İbrahim Cerit, Gönül Cömertpay, Bülent Çakır, Rüştü Hatipoğlu, Hakan Özkan
The maize breeding programs focuses on the development of homozygous parental lines for hybrid breeding to obtain heterosis. The Improvement of homozygous lines in a effective time is crucial for hybrid maize breeding. Objectives of this research were to obtain homozygous lines of maize in a short time by using of in-vivo maternal haploid (DH) technique and characterizing them morphologically. The experiments were carried out at the Eastern Mediterranean Agricultural Research Institute(EMARI). Inducers, RWS, RWK-76 and their hybrid RWS X RWK-76 were used as male parent. As female parent, 56 F2 segregated material obtained by selfing of 66 F1 hybrids developed in maize breeding program of Eastern Mediterranean Agricultural Research Institute (EMARI) and 2 F2 segregated material selected from the open pollinated plants of 9 commercial maize variety. As a result of the experiment, 29 doubled haploid lines (DH) were developed. In the developed DH lines, days to tasseling, plant height, height of first ear , ear length, ear diameter, number of kernel per ear and thousand kernel weight varied as 57-78 days, 151-248 cm, 43-112 cm, 11.20-24.50 cm, 24-45 mm, 224-537 kernels/ear, and 180-320 g, respectively. In conclusion, in-vivo maternal DH technique is a highly effective method for obtaining homozygous lines
玉米育种计划的重点是开发纯合子亲本系进行杂交育种,以获得杂种优势。在有效时间内改良纯合子系是杂交玉米育种的关键。本研究的目的是利用母体体内单倍体技术在短时间内获得玉米纯合子株系,并对其进行形态鉴定。这些实验是在东地中海农业研究所进行的。以诱导剂RWS、RWK-76及其杂种RWS X RWK-76为父本。从东地中海农业研究所(EMARI)玉米育种项目中选育的66个F1杂交种自交获得的F2分离材料56份作为母本,从9个商品玉米品种的开放授粉植株中选育的F2分离材料2份作为母本。结果获得29个双单倍体株系(DH)。在发育的DH系中,抽雄天数、株高、首穗高、穗长、穗径、穗粒数和千粒重分别为57 ~ 78天、151 ~ 248 cm、43 ~ 112 cm、11.20 ~ 24.50 cm、24 ~ 45 mm、224 ~ 537粒/穗和180 ~ 320 g。总之,母体体内DH技术是获得纯合子系的一种高效方法
{"title":"Development of Homozygous Lines by In Vivo Doubled Haploid Technique in Hybrid Maize Breeding","authors":"İbrahim Cerit, Gönül Cömertpay, Bülent Çakır, Rüştü Hatipoğlu, Hakan Özkan","doi":"10.24925/turjaf.v11i8.1386-1393.6237","DOIUrl":"https://doi.org/10.24925/turjaf.v11i8.1386-1393.6237","url":null,"abstract":"The maize breeding programs focuses on the development of homozygous parental lines for hybrid breeding to obtain heterosis. The Improvement of homozygous lines in a effective time is crucial for hybrid maize breeding. Objectives of this research were to obtain homozygous lines of maize in a short time by using of in-vivo maternal haploid (DH) technique and characterizing them morphologically. The experiments were carried out at the Eastern Mediterranean Agricultural Research Institute(EMARI). Inducers, RWS, RWK-76 and their hybrid RWS X RWK-76 were used as male parent. As female parent, 56 F2 segregated material obtained by selfing of 66 F1 hybrids developed in maize breeding program of Eastern Mediterranean Agricultural Research Institute (EMARI) and 2 F2 segregated material selected from the open pollinated plants of 9 commercial maize variety. As a result of the experiment, 29 doubled haploid lines (DH) were developed. In the developed DH lines, days to tasseling, plant height, height of first ear , ear length, ear diameter, number of kernel per ear and thousand kernel weight varied as 57-78 days, 151-248 cm, 43-112 cm, 11.20-24.50 cm, 24-45 mm, 224-537 kernels/ear, and 180-320 g, respectively. In conclusion, in-vivo maternal DH technique is a highly effective method for obtaining homozygous lines","PeriodicalId":23389,"journal":{"name":"Turkish Journal of Agriculture: Food Science and Technology","volume":"248 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73372963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Effect of Selenium, Vitamin E, Vitamin A and Vitamin D3 Applications on Fertility in Awassi Sheep with Estrus Synchronization During the Breeding Season 硒、维生素E、维生素A和维生素D3对同期发情的阿瓦西绵羊育性的影响
Pub Date : 2023-08-31 DOI: 10.24925/turjaf.v11i8.1331-1336.5946
Mehmet Efe, M. K. Sarıbay, E. Koldaş Ürer, Ayşe Merve Köse
The purpose of this study was to determine the effects of selenium, vitamin E, vitamin A, and vitamin D3 treatments on reproductive parameters in Awassi sheep fed solely dry grass and grain stubble during the breeding season with estrus synchronization. Seventy-five sheep were implanted with intravaginal sponges containing 20 mg of flugestone acetate for 9 days for estrus synchronization. On the day the sponges were inserted, the first group received an intramuscular injection of a supplement containing 200,000 IU of vitamin A, 30,000 IU of vitamin D3, and 20 mg of vitamin E, as well as a supplement containing 1 mg of sodium selenite and 60 mg of vitamin E. The second group was the control group, with no supplementary vitamin injected. On the day of sponge removal, the sheep received intramuscular injections of 500 IU PMSG and 250 mcg cloprostenol sodium in both groups. The sheep in the first group were given a second injection of the supplement on the same day that contained 20 mg of vitamin E, 30,000 IU of vitamin D3, and 200,000 IU of vitamin A. The sheep that showed signs of estrus were mated naturally after the estrus synchronization. Estrus rates were 86.11% and 85.29%, conception rates were 74.19% and 58.62%, pregnancy rates were 63.88% and 50%, lambing rates were 100% and 100%, and litter size was found to be 126.08% and 123.52% in Group I and II, respectively (P=0.858). Although there was no significant difference in the reproductive characteristics between the groups (P>0.05), Group I had a greater pregnancy rate and litter size. During the breeding season, it is believed that the regular application of vitamin and mineral supplements on a program basis in sheep fed only dry pasture and grain stubble contributed to fertility.
本试验旨在研究硒、维生素E、维生素A和维生素D3处理对同期发情、纯干草和谷茬饲养的阿瓦西羊生殖参数的影响。将75只绵羊植入含有20 mg醋酸氟孕酮的阴道内海绵9 d,用于同步发情。在插入海绵的当天,第一组接受肌肉注射含有20万IU维生素a、3万IU维生素D3和20毫克维生素E的补充剂,以及含有1毫克亚硒酸钠和60毫克维生素E的补充剂。第二组为对照组,不注射任何补充维生素。取海绵当天,两组羊分别肌肉注射500 IU PMSG和250 mcg氯前列醇钠。第一组羊在同一天第二次注射含有20毫克维生素E、3万IU维生素D3和20万IU维生素a的补充剂。有发情迹象的羊在发情同步后自然交配。组发情率分别为86.11%和85.29%,受胎率分别为74.19%和58.62%,受胎率分别为63.88%和50%,产羔率分别为100%和100%,产仔数分别为126.08%和123.52% (P=0.858)。各组间繁殖特性差异不显著(P>0.05),但ⅰ组妊娠率和产仔数较高。在繁殖季节,人们认为,在只喂养干牧草和谷茬的绵羊中,有计划地定期应用维生素和矿物质补充剂有助于肥力。
{"title":"The Effect of Selenium, Vitamin E, Vitamin A and Vitamin D3 Applications on Fertility in Awassi Sheep with Estrus Synchronization During the Breeding Season","authors":"Mehmet Efe, M. K. Sarıbay, E. Koldaş Ürer, Ayşe Merve Köse","doi":"10.24925/turjaf.v11i8.1331-1336.5946","DOIUrl":"https://doi.org/10.24925/turjaf.v11i8.1331-1336.5946","url":null,"abstract":"The purpose of this study was to determine the effects of selenium, vitamin E, vitamin A, and vitamin D3 treatments on reproductive parameters in Awassi sheep fed solely dry grass and grain stubble during the breeding season with estrus synchronization. Seventy-five sheep were implanted with intravaginal sponges containing 20 mg of flugestone acetate for 9 days for estrus synchronization. On the day the sponges were inserted, the first group received an intramuscular injection of a supplement containing 200,000 IU of vitamin A, 30,000 IU of vitamin D3, and 20 mg of vitamin E, as well as a supplement containing 1 mg of sodium selenite and 60 mg of vitamin E. The second group was the control group, with no supplementary vitamin injected. On the day of sponge removal, the sheep received intramuscular injections of 500 IU PMSG and 250 mcg cloprostenol sodium in both groups. The sheep in the first group were given a second injection of the supplement on the same day that contained 20 mg of vitamin E, 30,000 IU of vitamin D3, and 200,000 IU of vitamin A. The sheep that showed signs of estrus were mated naturally after the estrus synchronization. Estrus rates were 86.11% and 85.29%, conception rates were 74.19% and 58.62%, pregnancy rates were 63.88% and 50%, lambing rates were 100% and 100%, and litter size was found to be 126.08% and 123.52% in Group I and II, respectively (P=0.858). Although there was no significant difference in the reproductive characteristics between the groups (P>0.05), Group I had a greater pregnancy rate and litter size. During the breeding season, it is believed that the regular application of vitamin and mineral supplements on a program basis in sheep fed only dry pasture and grain stubble contributed to fertility.","PeriodicalId":23389,"journal":{"name":"Turkish Journal of Agriculture: Food Science and Technology","volume":"86 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78667076","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of Coating with Different Doses of Boron Compound on Germination Parameters of Cotton Seeds 不同剂量硼化合物包衣对棉花种子萌发参数的影响
Pub Date : 2023-08-31 DOI: 10.24925/turjaf.v11i8.1351-1359.6065
Mustafa Yaşar, Nurettin Baran, Yusuf Guzel Demiray, R. Ekinci, Y. Karadağ
In this study, seeds of cotton plants were coated with different boron concentrations and their effect on seedling growth was investigated. The experiment was carried out at Muş Alparslan University, Faculty of Applied Sciences, Department of Plant Production and Technologies, under laboratory and greenhouse conditions, according to the Randomized Plots Trial Design with 4 in laboratory and 3  in greenhouse replications, respectively. In the study, Di-sodium tetraborate decahydrate (Na2B4O7.10H20) (M=381.37 g mol-1)  with a minimum purity of 99% boron compound have been used in different doses; 0 (control), 250, 500, 750, 1000, 1250, 1500, 1750, 2000, 2250 and 2500 mg kg-1. According to the results of the regression analysis, it was determined that as the boron dose in the application increased, the root length was positively correlated and other parameters were negatively correlated. In terms of the parameters examined, 250 mg kg-1 Kaolin+liquid K-Humate (15% HA) 400 ml kg-1 (U3) boron application under laboratory conditions showed better results, and 1000 ml kg-1 Kaolin+liquid boron application under greenhouse conditions. It was determined that the application of K-Humate (15% HA) 400 ml kg-1 (U6) promoted growth. In addition, it was found that the results were confirmed in the grouping of the relationships between applications and parameters with heat map clustering and PCA graphs. As a result, it was determined that the toxic range of boron applications applied to the seed in the cotton plant was very narrow, and that it promoted seedling development and root elongation in the U6 application, but it was concluded that the study should also be studied in field trials in order to make more decisive decisions.
以棉花种子为材料,研究了不同浓度硼对棉花幼苗生长的影响。试验在穆乌伊阿尔帕斯兰大学应用科学学院植物生产与技术系实验室和温室条件下进行,采用随机小区试验设计,实验室4个,温室3个。在研究中,以不同剂量使用了最低纯度为99%的硼化合物十水四硼酸二钠(Na2B4O7.10H20) (M=381.37 g mol-1);0(对照)、250、500、750、1000、1250、1500、1750、2000、2250和2500 mg kg-1。根据回归分析的结果,确定随着施用硼用量的增加,根长呈正相关,其他参数呈负相关。在实验条件下,250 mg kg-1高岭土+液态k -腐植酸盐(15% HA)、400 ml kg-1 (U3)硼和1000 ml kg-1高岭土+液态硼处理效果较好。结果表明,施用腐植酸钾(15% HA) 400 ml kg-1 (U6)可促进植株生长。此外,利用热图聚类和主成分分析图对应用与参数之间的关系进行分组,结果也得到了证实。由此确定硼在棉花植株上施于种子的毒性范围很窄,且在U6上施硼对幼苗发育和根系伸长有促进作用,但结论是该研究还应在田间试验中进行研究,以便做出更有决定性的决策。
{"title":"Effects of Coating with Different Doses of Boron Compound on Germination Parameters of Cotton Seeds","authors":"Mustafa Yaşar, Nurettin Baran, Yusuf Guzel Demiray, R. Ekinci, Y. Karadağ","doi":"10.24925/turjaf.v11i8.1351-1359.6065","DOIUrl":"https://doi.org/10.24925/turjaf.v11i8.1351-1359.6065","url":null,"abstract":"In this study, seeds of cotton plants were coated with different boron concentrations and their effect on seedling growth was investigated. The experiment was carried out at Muş Alparslan University, Faculty of Applied Sciences, Department of Plant Production and Technologies, under laboratory and greenhouse conditions, according to the Randomized Plots Trial Design with 4 in laboratory and 3  in greenhouse replications, respectively. In the study, Di-sodium tetraborate decahydrate (Na2B4O7.10H20) (M=381.37 g mol-1)  with a minimum purity of 99% boron compound have been used in different doses; 0 (control), 250, 500, 750, 1000, 1250, 1500, 1750, 2000, 2250 and 2500 mg kg-1. According to the results of the regression analysis, it was determined that as the boron dose in the application increased, the root length was positively correlated and other parameters were negatively correlated. In terms of the parameters examined, 250 mg kg-1 Kaolin+liquid K-Humate (15% HA) 400 ml kg-1 (U3) boron application under laboratory conditions showed better results, and 1000 ml kg-1 Kaolin+liquid boron application under greenhouse conditions. It was determined that the application of K-Humate (15% HA) 400 ml kg-1 (U6) promoted growth. In addition, it was found that the results were confirmed in the grouping of the relationships between applications and parameters with heat map clustering and PCA graphs. As a result, it was determined that the toxic range of boron applications applied to the seed in the cotton plant was very narrow, and that it promoted seedling development and root elongation in the U6 application, but it was concluded that the study should also be studied in field trials in order to make more decisive decisions.","PeriodicalId":23389,"journal":{"name":"Turkish Journal of Agriculture: Food Science and Technology","volume":"27 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74990791","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bioactive Composition, Antioxidant, And Cytotoxic Activities of Rheum Ribes Extracts 大黄提取物的生物活性成分、抗氧化和细胞毒活性
Pub Date : 2023-08-31 DOI: 10.24925/turjaf.v11i8.1345-1350.6023
Sema Mısır, Mahmut Özbek, C. Hepokur
The aim of the study is to evaluate the ethanol extract of Rheum ribes root (RTE), as well as the root and young shoots (RYSE), for its chemical composition, antioxidant properties and cytotoxic effects. Total polyphenols (TPC), total flavonoid (TFC), radical scavenging activity (DPPH), the ferric reducing antioxidant power (FRAP) of Rheum ribes extracts were determined using colorimetric methods. Mineral contents and vitamin values of samples were determined by ICP-MS and HPLC, respectively. The cytotoxic effect of Rheum ribes extracts was determined on different cells using XTT assay. The cytotoxic effects of RTE and RYSE on cancer cells were evaluated with regard to apoptosis. According to results, mineral contents, vitamine A and C values were very high in both samples. Ethanolic extracts of Rheum ribes young shoot exhibited a selective cytotoxic effect on all cancer cells compared to WI-38 cells, and the IC50 values of the extract in the cancer cells between 26.10 to 54.81 μg/mL. Ethanolic extracts of RTE and RYSE induced apoptosis on MCF-7 cells. The ethanolic extracts of Rheum ribes has effective cytotoxic and antioxidant activity. More research is needed to determine the cytotoxic effect mechanisms on cancer cells.
本研究的目的是评价大黄根(RTE)和根及幼枝(RYSE)的乙醇提取物的化学成分、抗氧化性能和细胞毒作用。采用比色法测定大黄提取物的总多酚(TPC)、总黄酮(TFC)、自由基清除能力(DPPH)和铁还原抗氧化能力(FRAP)。采用ICP-MS和HPLC分别测定样品的矿物质含量和维生素含量。采用XTT法测定大黄提取物对不同细胞的细胞毒作用。从细胞凋亡的角度评价RTE和RYSE对癌细胞的细胞毒作用。结果表明,两种样品的矿物质含量、维生素A和C值都很高。与WI-38细胞相比,大黄嫩芽乙醇提取物对肿瘤细胞均有选择性杀伤作用,其对肿瘤细胞的IC50值在26.10 ~ 54.81 μg/mL之间。RTE和RYSE乙醇提取物可诱导MCF-7细胞凋亡。大黄乙醇提取物具有有效的细胞毒活性和抗氧化活性。需要更多的研究来确定对癌细胞的细胞毒性作用机制。
{"title":"Bioactive Composition, Antioxidant, And Cytotoxic Activities of Rheum Ribes Extracts","authors":"Sema Mısır, Mahmut Özbek, C. Hepokur","doi":"10.24925/turjaf.v11i8.1345-1350.6023","DOIUrl":"https://doi.org/10.24925/turjaf.v11i8.1345-1350.6023","url":null,"abstract":"The aim of the study is to evaluate the ethanol extract of Rheum ribes root (RTE), as well as the root and young shoots (RYSE), for its chemical composition, antioxidant properties and cytotoxic effects. Total polyphenols (TPC), total flavonoid (TFC), radical scavenging activity (DPPH), the ferric reducing antioxidant power (FRAP) of Rheum ribes extracts were determined using colorimetric methods. Mineral contents and vitamin values of samples were determined by ICP-MS and HPLC, respectively. The cytotoxic effect of Rheum ribes extracts was determined on different cells using XTT assay. The cytotoxic effects of RTE and RYSE on cancer cells were evaluated with regard to apoptosis. According to results, mineral contents, vitamine A and C values were very high in both samples. Ethanolic extracts of Rheum ribes young shoot exhibited a selective cytotoxic effect on all cancer cells compared to WI-38 cells, and the IC50 values of the extract in the cancer cells between 26.10 to 54.81 μg/mL. Ethanolic extracts of RTE and RYSE induced apoptosis on MCF-7 cells. The ethanolic extracts of Rheum ribes has effective cytotoxic and antioxidant activity. More research is needed to determine the cytotoxic effect mechanisms on cancer cells.","PeriodicalId":23389,"journal":{"name":"Turkish Journal of Agriculture: Food Science and Technology","volume":"37 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89977105","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Biochar Application: An effective Measure in Improving the Fertility Status, Carbon Stock and Aggregate Stability of Eroded Soil 生物炭的应用:改善侵蚀土壤肥力状况、碳储量和团聚体稳定性的有效措施
Pub Date : 2023-08-31 DOI: 10.24925/turjaf.v11i8.1276-1284.5655
Onwudike Stanley Uchenna, Chris Ifeanyi Igbozurike, Peace Somachi Nwachukwu
In search for an efficient means of building up the carbon stock, improving the fertility levels and aggregate stability of tropical soils for optimum crop yield, a field study was carried using different biochars and comparing the effects with inorganic fertilizer. The biochars were palm bunch biochar (PBB), saw dust biochar (SDM) and rice mill husk biochar (RMHB). Treatments consisted of 10 t/ha palm bunch biochar + 0.25t/ha poultry manure (T1), 10 t/ha rice mill husk biochar + 0.25t/ha poultry manure (T2), 10 t/ha saw dust biochar + 0.25t/ha poultry manure (T3), 500kg/ha N.P.K 15:15:15 fertilizer + 0.25t/ha poultry manure (T4) and plot without biochar + 0.25t/ha poultry manure (T5) (control plot). These were replicated five times on experimental plots of 4m2 in a randomized complete block design. Maize (Zea mays) was used as a test crop and data obtained were statistically analyzed using analysis of variance and correlation. Soils amended with biochars significantly improved soil pH, organic carbon, exchangeable bases and base saturation than non biochar fertilized soils. Saw dust biochar increased soil carbon stock by 95.1% against NPK fertilizer plots and control. There was 19% decrease in soil bulk density and 17% increase in soil pH with application of palm bunch biochar. Amending soils with palm bunch biochar increased soil organic carbon by 51.5%. The biochars increased the values of critical level of soil organic matter, modifies clay ratio and reduced the value of clay flocculation index more than NPK fertilized soils or control. Among the treatments, rice mill husk biochar recorded the highest maize cob weight though not significant with palm bunch biochar. Therefore, applying biochars on eroded soil is an effective measure of improving the stability, soil carbon stock as well as enhancing higher maize yield than inorganic fertilizer.
为了寻找一种有效的方法来增加碳储量,提高热带土壤的肥力水平和总体稳定性,以获得最佳作物产量,进行了一项使用不同生物炭的田间研究,并比较了无机肥料的效果。生物炭为棕榈束生物炭(PBB)、锯末生物炭(SDM)和稻壳生物炭(RMHB)。处理包括10 t/ha棕榈束生物炭+ 0.25t/ha禽粪(T1)、10 t/ha碾米机壳生物炭+ 0.25t/ha禽粪(T2)、10 t/ha木屑生物炭+ 0.25t/ha禽粪(T3)、500kg/ha氮磷钾15:15:15肥+ 0.25t/ha禽粪(T4)和无生物炭地块+ 0.25t/ha禽粪(T5)(对照地块)。这些实验在4平方米的实验地块上以随机完全块设计重复了5次。以玉米(Zea mays)为试验作物,采用方差分析和相关分析对所得数据进行统计学分析。与未施用生物炭的土壤相比,施用生物炭的土壤pH值、有机碳、交换碱和碱饱和度显著提高。与氮磷钾施肥小区和对照相比,锯末生物炭使土壤碳储量增加95.1%。施用棕榈束生物炭可使土壤容重降低19%,土壤pH值提高17%。用棕榈束生物炭改良土壤,土壤有机碳增加51.5%。与施用氮磷钾和对照相比,施用生物炭提高了土壤有机质临界水平,改变了粘土比,降低了粘土絮凝指数。其中,稻壳生物炭处理的玉米芯质量最高,棕榈束生物炭处理的玉米芯质量不显著。因此,在侵蚀土壤上施用生物炭是改善土壤稳定性、提高土壤碳储量和提高玉米产量的有效措施。
{"title":"Biochar Application: An effective Measure in Improving the Fertility Status, Carbon Stock and Aggregate Stability of Eroded Soil","authors":"Onwudike Stanley Uchenna, Chris Ifeanyi Igbozurike, Peace Somachi Nwachukwu","doi":"10.24925/turjaf.v11i8.1276-1284.5655","DOIUrl":"https://doi.org/10.24925/turjaf.v11i8.1276-1284.5655","url":null,"abstract":"In search for an efficient means of building up the carbon stock, improving the fertility levels and aggregate stability of tropical soils for optimum crop yield, a field study was carried using different biochars and comparing the effects with inorganic fertilizer. The biochars were palm bunch biochar (PBB), saw dust biochar (SDM) and rice mill husk biochar (RMHB). Treatments consisted of 10 t/ha palm bunch biochar + 0.25t/ha poultry manure (T1), 10 t/ha rice mill husk biochar + 0.25t/ha poultry manure (T2), 10 t/ha saw dust biochar + 0.25t/ha poultry manure (T3), 500kg/ha N.P.K 15:15:15 fertilizer + 0.25t/ha poultry manure (T4) and plot without biochar + 0.25t/ha poultry manure (T5) (control plot). These were replicated five times on experimental plots of 4m2 in a randomized complete block design. Maize (Zea mays) was used as a test crop and data obtained were statistically analyzed using analysis of variance and correlation. Soils amended with biochars significantly improved soil pH, organic carbon, exchangeable bases and base saturation than non biochar fertilized soils. Saw dust biochar increased soil carbon stock by 95.1% against NPK fertilizer plots and control. There was 19% decrease in soil bulk density and 17% increase in soil pH with application of palm bunch biochar. Amending soils with palm bunch biochar increased soil organic carbon by 51.5%. The biochars increased the values of critical level of soil organic matter, modifies clay ratio and reduced the value of clay flocculation index more than NPK fertilized soils or control. Among the treatments, rice mill husk biochar recorded the highest maize cob weight though not significant with palm bunch biochar. Therefore, applying biochars on eroded soil is an effective measure of improving the stability, soil carbon stock as well as enhancing higher maize yield than inorganic fertilizer.","PeriodicalId":23389,"journal":{"name":"Turkish Journal of Agriculture: Food Science and Technology","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90514478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Development of a Nanocomposite-Based Electrochemical Sensing of Arsenic in Aqueous Solution 基于纳米复合材料的水溶液中砷电化学传感研究进展
Pub Date : 2023-08-31 DOI: 10.55525/tjst.1341662
Ömer Sadak
Contamination of drinking water with heavy metals is a serious threat to the global environment and public health. Currently, approximately 20 countries have been reported for arsenic levels present in drinking water that are higher than the EPA guidelines. Arsenic is highly toxic, widely dispersed and found in the earth’s crust. It can be found in inorganic as well as organic compounds in water. Arsenic is released into the environment in a variety of ways, including industrial effluents, pesticides, wood preservative chemicals, combustion of petroleum and coal, and mining operations. Currently, Arsenic is determined using a wide variety of methods that include inductively coupled plasma mass spectrometry (ICPMS), high-performance liquid chromatography (HPLC) with ICPMS and graphite furnace atomic absorption spectrometry (GFAAS). Nevertheless, these methods are slow, expensive and require skilled people to operate. Alternatively, electrochemical sensors have been potentially recognized as a powerful analytical method for the detection of heavy metals at very low concentrations. It also allows on-site and continuous monitoring of heavy metals. A nanocomposite consisting of gold nanoparticles and conducting polymers (polydiallyldimethylammonium chloride (PDDA) and polystyrene sulfonate (PSS)) functionalized graphene was used in this study to detect arsenic, which causes major environmental and health concerns.
饮用水受到重金属污染是对全球环境和公众健康的严重威胁。目前,大约有20个国家的饮用水中砷含量高于EPA的指导标准。砷是剧毒的,广泛分布在地壳中。它既存在于水中的无机化合物中,也存在于有机物中。砷以各种方式释放到环境中,包括工业废水、杀虫剂、木材防腐化学品、石油和煤炭燃烧以及采矿作业。目前,砷的测定方法多种多样,包括电感耦合等离子体质谱法(ICPMS)、高效液相色谱法(HPLC)和石墨炉原子吸收光谱法(GFAAS)。然而,这些方法是缓慢的,昂贵的,需要熟练的人来操作。另外,电化学传感器已经被认为是一种检测极低浓度重金属的强有力的分析方法。它还可以对重金属进行现场和连续监测。在这项研究中,一种由金纳米粒子和导电聚合物(聚二烯基二甲基氯化铵(PDDA)和聚苯乙烯磺酸盐(PSS))功能化石墨烯组成的纳米复合材料被用于检测砷,砷会引起重大的环境和健康问题。
{"title":"Development of a Nanocomposite-Based Electrochemical Sensing of Arsenic in Aqueous Solution","authors":"Ömer Sadak","doi":"10.55525/tjst.1341662","DOIUrl":"https://doi.org/10.55525/tjst.1341662","url":null,"abstract":"Contamination of drinking water with heavy metals is a serious threat to the global environment and public health. Currently, approximately 20 countries have been reported for arsenic levels present in drinking water that are higher than the EPA guidelines. Arsenic is highly toxic, widely dispersed and found in the earth’s crust. It can be found in inorganic as well as organic compounds in water. Arsenic is released into the environment in a variety of ways, including industrial effluents, pesticides, wood preservative chemicals, combustion of petroleum and coal, and mining operations. Currently, Arsenic is determined using a wide variety of methods that include inductively coupled plasma mass spectrometry (ICPMS), high-performance liquid chromatography (HPLC) with ICPMS and graphite furnace atomic absorption spectrometry (GFAAS). Nevertheless, these methods are slow, expensive and require skilled people to operate. Alternatively, electrochemical sensors have been potentially recognized as a powerful analytical method for the detection of heavy metals at very low concentrations. It also allows on-site and continuous monitoring of heavy metals. A nanocomposite consisting of gold nanoparticles and conducting polymers (polydiallyldimethylammonium chloride (PDDA) and polystyrene sulfonate (PSS)) functionalized graphene was used in this study to detect arsenic, which causes major environmental and health concerns.","PeriodicalId":23389,"journal":{"name":"Turkish Journal of Agriculture: Food Science and Technology","volume":"208 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73774734","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Quality of Kefir with Honey and with Banana Enriched with Almond Milk 蜂蜜与香蕉杏仁奶加味开菲尔酒的品质比较
Pub Date : 2023-08-31 DOI: 10.24925/turjaf.v11i8.1337-1344.6007
Fatma Çoşkun, Hülya Erol
Kefir is a fermented product obtained from goat, sheep and cow milk as a result of lactic acid and ethyl alcohol fermentation. In this study, it was aimed to investigate the possibility of producing an alternative functional kefir product from almond milk. It was enriched with banana and honey to improve its sensory properties. Samples were stored at +4oC for 14 days. The pH and dry matter of samples containing almond milk were lower than those containing cow’s milk. Serum separation increased with the increase of almond milk ratio. The use of banana increased dry matter and viscosity, and decreased serum separation. pH, dry matter and viscosity decreased during storage. The highest L* value was observed in the control kefir produced from 100% cow’s milk, and the lowest in the samples containing honey and banana on the 1st day of storage. It can be said that the addition of honey increases the b* value and the addition of banana decreases the b* value. As almond milk ratio and storage time increased, bacteria counts decreased. The lactococci counts of the samples with banana added (except for the control) were higher than the others. In the samples with banana and honey, a higher increase in yeast count was observed during storage compared to plain kefir (control sample). It can be said that the use of almond milk reduces the general acceptability of kefir. Almond milk can be successfully used in kefir production as a substitute for cow’s milk, if sweeteners, fruit and thickeners are used.
开菲尔是由山羊奶、绵羊奶和牛奶经乳酸和乙醇发酵而成的发酵产品。本研究旨在探讨以杏仁乳为原料生产功能性克非尔产品的可能性。它富含香蕉和蜂蜜,以改善其感官特性。样品在+4℃下保存14天。含有杏仁奶的样品pH值和干物质均低于含有牛奶的样品。血清分离率随杏仁奶比例的增加而增加。香蕉的使用增加了干物质和黏度,降低了血清分离。pH值、干物质和粘度在贮藏过程中降低。L*值以100%牛奶为对照的克非尔最高,以蜂蜜和香蕉为对照的克非尔最低。可以说,蜂蜜的加入提高了b*值,香蕉的加入降低了b*值。随着杏仁奶比例和储存时间的增加,细菌数量减少。除对照组外,添加香蕉的样品乳酸球菌计数高于其他样品。在香蕉和蜂蜜的样品中,与普通开菲尔(对照样品)相比,在储存期间观察到酵母计数的增加更高。可以说,杏仁奶的使用降低了开菲尔的普遍接受度。如果使用甜味剂、水果和增稠剂,杏仁奶可以成功地用于开菲尔生产中,作为牛奶的替代品。
{"title":"The Quality of Kefir with Honey and with Banana Enriched with Almond Milk","authors":"Fatma Çoşkun, Hülya Erol","doi":"10.24925/turjaf.v11i8.1337-1344.6007","DOIUrl":"https://doi.org/10.24925/turjaf.v11i8.1337-1344.6007","url":null,"abstract":"Kefir is a fermented product obtained from goat, sheep and cow milk as a result of lactic acid and ethyl alcohol fermentation. In this study, it was aimed to investigate the possibility of producing an alternative functional kefir product from almond milk. It was enriched with banana and honey to improve its sensory properties. Samples were stored at +4oC for 14 days. The pH and dry matter of samples containing almond milk were lower than those containing cow’s milk. Serum separation increased with the increase of almond milk ratio. The use of banana increased dry matter and viscosity, and decreased serum separation. pH, dry matter and viscosity decreased during storage. The highest L* value was observed in the control kefir produced from 100% cow’s milk, and the lowest in the samples containing honey and banana on the 1st day of storage. It can be said that the addition of honey increases the b* value and the addition of banana decreases the b* value. As almond milk ratio and storage time increased, bacteria counts decreased. The lactococci counts of the samples with banana added (except for the control) were higher than the others. In the samples with banana and honey, a higher increase in yeast count was observed during storage compared to plain kefir (control sample). It can be said that the use of almond milk reduces the general acceptability of kefir. Almond milk can be successfully used in kefir production as a substitute for cow’s milk, if sweeteners, fruit and thickeners are used.","PeriodicalId":23389,"journal":{"name":"Turkish Journal of Agriculture: Food Science and Technology","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74410469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Effect of Using Molybdenum Profile in Model Steel Structure Columns on The Modal Parameters 钢结构柱模型中使用钼型材对模态参数的影响
Pub Date : 2023-08-30 DOI: 10.55525/tjst.1256534
Furkan Günday
From past to present, building designs and materials used are developing. Especially against the destructive effects of ground movements and free vibrations on structures, many structural system designs and composite structure designs have been developed. The purpose of the composite structure design is to choose different types of materials according to the structural load-bearing system stress, in short, to choose the most advantageous material type according to the cross-sectional stresses or to eliminate the negative aspects of one material with the positive aspects of another material. It is a known fact that the dynamic performance of steel structure carrier systems is high under the influence of ground movements and free vibrations. However, in some cases it seems that it is not enough. In such cases, profiles made of different materials other than steel can be used in order to increase the rigidity of the structure, especially in the columns, which are a very important component of the structural load-bearing elements. Therefore, in this study, the effect of using molybdenum profile instead of steel profile on modal parameters in model steel structure columns was investigated. In the light of the information obtained, a decrease of approximately 23.72 percent was observed in the period value in the 1st free vibration mode of the steel-molybdenum structure model. Thus, it is understood that the rigidity of the model steel structure system increases. Column profiles can be used as molybdenum profiles instead of steel profiles in cases where the rigidity of steel structures needs to be increased.
从过去到现在,建筑设计和使用的材料都在不断发展。特别是针对地面运动和自由振动对结构的破坏作用,发展了许多结构体系设计和组合结构设计。复合结构设计的目的是根据结构承重系统的应力选择不同类型的材料,简而言之,就是根据截面应力选择最有利的材料类型,或者用另一种材料的积极方面来消除一种材料的消极方面。在地面运动和自由振动的影响下,钢结构载体系统具有较高的动力性能,这是众所周知的事实。然而,在某些情况下,这似乎是不够的。在这种情况下,可以使用钢以外的不同材料制成的型材,以增加结构的刚度,特别是在柱中,这是结构承重元件的非常重要的组成部分。因此,本文研究了用钼型材代替钢型材对模型钢结构柱模态参数的影响。根据得到的信息,钢-钼结构模型的第一自由振动模态周期值降低了约23.72%。因此,可以理解,模型钢结构体系的刚度增加。在需要提高钢结构刚度的情况下,柱型型材可以作为钼型材代替钢型材。
{"title":"The Effect of Using Molybdenum Profile in Model Steel Structure Columns on The Modal Parameters","authors":"Furkan Günday","doi":"10.55525/tjst.1256534","DOIUrl":"https://doi.org/10.55525/tjst.1256534","url":null,"abstract":"From past to present, building designs and materials used are developing. Especially against the destructive effects of ground movements and free vibrations on structures, many structural system designs and composite structure designs have been developed. The purpose of the composite structure design is to choose different types of materials according to the structural load-bearing system stress, in short, to choose the most advantageous material type according to the cross-sectional stresses or to eliminate the negative aspects of one material with the positive aspects of another material. It is a known fact that the dynamic performance of steel structure carrier systems is high under the influence of ground movements and free vibrations. However, in some cases it seems that it is not enough. In such cases, profiles made of different materials other than steel can be used in order to increase the rigidity of the structure, especially in the columns, which are a very important component of the structural load-bearing elements. Therefore, in this study, the effect of using molybdenum profile instead of steel profile on modal parameters in model steel structure columns was investigated. In the light of the information obtained, a decrease of approximately 23.72 percent was observed in the period value in the 1st free vibration mode of the steel-molybdenum structure model. Thus, it is understood that the rigidity of the model steel structure system increases. Column profiles can be used as molybdenum profiles instead of steel profiles in cases where the rigidity of steel structures needs to be increased.","PeriodicalId":23389,"journal":{"name":"Turkish Journal of Agriculture: Food Science and Technology","volume":"8 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82523998","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ön Eğitimli Modeller ve Özellik Seçiminin Rolü: Diyabetik Retinopati Tanısında Yapay Zeka Tabanlı Yaklaşım
Pub Date : 2023-08-30 DOI: 10.55525/tjst.1342118
M. Kaya, Burak Tasci̇
Diabetic retinopathy is a significant complication occurring in the retina of the eye as a result of prolonged diabetes. When not detected early, this condition can lead to vision loss. Advanced image processing techniques and artificial intelligence algorithms have enhanced the possibilities of early diagnosis and treatment. This article discusses current advancements in artificial intelligence-based diabetic retinopathy detection and explores future possibilities in this field. In the experimental studies of the article, the Kaggle Aptos 2019 dataset was utilized. This dataset comprises 5 classes and a total of 3662 images. The class distribution is as follows: No DR (No Diabetic Retinopathy): 1805, Mild: 370, Moderate: 999, Severe: 193, Proliferative DR: 295. The study consists of four fundamental stages. These stages are (1) Feature extraction from VGG16 and VGG19 pretrained models, (2) Feature selection using NCA, Relieff, and Chi2, (3) Classification with Support Vector Machine classifier, (4) Recursive Majority Voting. Using the proposed method, a high accuracy of 99.18% is achieved. Furthermore, sensitivity of 100% for the No DR class, sensitivity of 100% for the Moderate class, sensitivity of 98.80% for the Severe class, and an F1-Score of 99.89% for the No DR class are obtained. This study demonstrates the effective utilization of machine learning methods in diabetic retinopathy diagnosis. The experimental results underscore the significant contributions of diabetic retinopathy patients' diagnosis and treatment processes.
糖尿病视网膜病变是长期糖尿病导致的视网膜并发症。如果不及早发现,这种情况会导致视力丧失。先进的图像处理技术和人工智能算法增加了早期诊断和治疗的可能性。本文讨论了目前基于人工智能的糖尿病视网膜病变检测的进展,并探讨了该领域未来的可能性。在本文的实验研究中,使用了Kaggle Aptos 2019数据集。该数据集包括5个类,共3662张图像。分类分布如下:无DR(无糖尿病视网膜病变):1805,轻度:370,中度:999,重度:193,增生性DR: 295。研究包括四个基本阶段。这些阶段是(1)从VGG16和VGG19预训练模型中提取特征,(2)使用NCA、Relieff和Chi2进行特征选择,(3)使用支持向量机分类器进行分类,(4)递归多数投票。该方法的准确率达到99.18%。此外,获得了No DR类别的灵敏度为100%,中度类别的灵敏度为100%,严重类别的灵敏度为98.80%,No DR类别的F1-Score为99.89%。本研究证明了机器学习方法在糖尿病视网膜病变诊断中的有效应用。实验结果强调了糖尿病视网膜病变患者的诊断和治疗过程的重要贡献。
{"title":"Ön Eğitimli Modeller ve Özellik Seçiminin Rolü: Diyabetik Retinopati Tanısında Yapay Zeka Tabanlı Yaklaşım","authors":"M. Kaya, Burak Tasci̇","doi":"10.55525/tjst.1342118","DOIUrl":"https://doi.org/10.55525/tjst.1342118","url":null,"abstract":"Diabetic retinopathy is a significant complication occurring in the retina of the eye as a result of prolonged diabetes. When not detected early, this condition can lead to vision loss. Advanced image processing techniques and artificial intelligence algorithms have enhanced the possibilities of early diagnosis and treatment. This article discusses current advancements in artificial intelligence-based diabetic retinopathy detection and explores future possibilities in this field. \u0000In the experimental studies of the article, the Kaggle Aptos 2019 dataset was utilized. This dataset comprises 5 classes and a total of 3662 images. The class distribution is as follows: No DR (No Diabetic Retinopathy): 1805, Mild: 370, Moderate: 999, Severe: 193, Proliferative DR: 295. The study consists of four fundamental stages. These stages are (1) Feature extraction from VGG16 and VGG19 pretrained models, (2) Feature selection using NCA, Relieff, and Chi2, (3) Classification with Support Vector Machine classifier, (4) Recursive Majority Voting. \u0000Using the proposed method, a high accuracy of 99.18% is achieved. Furthermore, sensitivity of 100% for the No DR class, sensitivity of 100% for the Moderate class, sensitivity of 98.80% for the Severe class, and an F1-Score of 99.89% for the No DR class are obtained. \u0000This study demonstrates the effective utilization of machine learning methods in diabetic retinopathy diagnosis. The experimental results underscore the significant contributions of diabetic retinopathy patients' diagnosis and treatment processes.","PeriodicalId":23389,"journal":{"name":"Turkish Journal of Agriculture: Food Science and Technology","volume":"15 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81359941","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Turkish Journal of Agriculture: Food Science and Technology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1