农学最新文献

筛选
英文 中文
Environmental changes and uplift of the Qinghai-Tibet Plateau drive genetic diversification and speciation of the birds. 青藏高原的环境变化和隆升推动了鸟类的遗传多样性和物种形成。
遗传 Pub Date : 2025-01-01 DOI: 10.16288/j.yczz.24-166
Gang Song, Yan-Hua Qu
{"title":"Environmental changes and uplift of the Qinghai-Tibet Plateau drive genetic diversification and speciation of the birds.","authors":"Gang Song, Yan-Hua Qu","doi":"10.16288/j.yczz.24-166","DOIUrl":"https://doi.org/10.16288/j.yczz.24-166","url":null,"abstract":"<p><p>Being the most magnificent plateau in elevation and size on Earth, the Qinghai-Tibet Plateau has a profound impact on biodiversity due to the unique geographic and climatic conditions. Here we review the speciation patterns and genetic diversity of the birds from the Qinghai-Tibet Plateau in relation to the geological history and climatic changes. First, the uplift of the Qinghai-Tibet Plateau forms a geographic barrier and promotes interspecific and intraspecific genetic differentiation. Second, the uplift of the Qinghai-Tibet Plateau has provided new ecological niches for many endemic birds and facilitated their speciation. Third, the emigration and immigration of bird species between the Qinghai-Tibet Plateau and adjacent zoological regions have promoted species divergence, colonization and dispersal. Furthermore, Pleistocene glaciations and associated climate change drive postglacial colonization and lead to secondary contact, which influenced the genetic divergence of the conspecific populations and sister species. The multi-omics approach has increasingly been used in the studies on the ecological adaptive evolution of birds in Qinghai-Tibet Plateau. Future studies should focus on the role of geological and climatic factors in species differentiation, develop integrative approach with multi-omics methods, and explore the ecological mechanisms of high-elevation adaptation of plateau species. As an important region for biodiversity conservation, more efforts should be implemented to maintain the stability and sustainability of the Qinghai-Tibet Plateau and its ecosystem in light of global change.</p>","PeriodicalId":35536,"journal":{"name":"遗传","volume":"47 1","pages":"133-145"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142956101","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 involvement of reactive oxygen species in wounding-induced archeospores production in Neopyropia yezoensis 活性氧在叶绿异芽孢(Neopyropia yezoensis)损伤诱导的原孢子产生中的作用
Aquaculture and Fisheries Pub Date : 2025-01-01 DOI: 10.1016/j.aaf.2023.06.002
Dahai Gao , Chaofeng Teng , Xinghong Yan
{"title":"The involvement of reactive oxygen species in wounding-induced archeospores production in Neopyropia yezoensis","authors":"Dahai Gao ,&nbsp;Chaofeng Teng ,&nbsp;Xinghong Yan","doi":"10.1016/j.aaf.2023.06.002","DOIUrl":"10.1016/j.aaf.2023.06.002","url":null,"abstract":"<div><div>The archeospores released from the blades of <em>Neopyropia yezoensis</em> via dedifferentiated vegetative cells have drawn attention both in cultivation and research. Wounding-induced archeospores formation and release have been observed in <em>N. yezoensis</em>, but the mechanism behind them is unclear. In this study, the involvement of reactive oxygen species (ROS) in the process of wounding-induced archeospores formation and release was investigated. Based on ROS fluorescence observations, the blade fragments began to accumulate ROS after 12 h wounding, while no ROS signals were observed in normal blades. Next, when the blade fragments were treated with ROS inhibitor diphenyleneiodonium (DPI), it showed that the production of archeopores was significantly suppressed. Under normal culturing after wounding, 78.3% of the fragments could release archeospores, and the ROS fluorescence was enriched in the released archeospores. Under 0.05 μM DPI treatment, the percentage of fragments releasing archeospores was dropped to 16.2%, with decreased ROS fluorescence levels. Under 0.1 μM DPI treatment, no archeospores were released from the fragments, and ROS fluorescence was also undetectable in the fragments. Our findings proved that ROS are essential for wounding-induced archeospores production, which might play regulatory roles in the cell dedifferentiation of <em>N. yezoensis</em>.</div></div>","PeriodicalId":36894,"journal":{"name":"Aquaculture and Fisheries","volume":"10 1","pages":"Pages 89-93"},"PeriodicalIF":0.0,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82577788","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
LEAFY1 and 2 are required for floral organ development in soybean
IF 4.6 4区 农林科学
aBIOTECH Pub Date : 2024-12-22 DOI: 10.1007/s42994-024-00192-2
Lingshuang Wang, Huan Liu, Lei Chen, Tong Su, Shichen Li, Chao Fang, Sijia Lu, Baohui Liu, Hui Yang, Fanjiang Kong
{"title":"LEAFY1 and 2 are required for floral organ development in soybean","authors":"Lingshuang Wang,&nbsp;Huan Liu,&nbsp;Lei Chen,&nbsp;Tong Su,&nbsp;Shichen Li,&nbsp;Chao Fang,&nbsp;Sijia Lu,&nbsp;Baohui Liu,&nbsp;Hui Yang,&nbsp;Fanjiang Kong","doi":"10.1007/s42994-024-00192-2","DOIUrl":"10.1007/s42994-024-00192-2","url":null,"abstract":"<div><p>The transition from vegetative to reproductive growth is a vital step for the reproductive success of plants. In <i>Arabidopsis thaliana</i>, LEAFY (LFY) plays crucial roles in inflorescence primordium and floral organ development, but little is known about the roles of its homologs in crop plants such as soybean (<i>Glycine max</i>). Here, we investigated the expression patterns and functions of the two <i>LFY</i> genes (<i>LFY1</i> and <i>LFY2</i>) in soybean. Both genes were predominantly expressed in unopened flowers and the shoot apical meristem, with <i>LFY2</i> having the higher transcript abundance. In an in situ hybridization assay, <i>LFY</i> genes produced strong signals in the floral meristem. We next generated <i>lfy1</i> and <i>lfy2</i> knockout lines. The <i>lfy2</i> mutants showed obvious changes in floral organ morphology, but the <i>lfy1</i> mutants showed no obvious changes in floral organ morphology or pod development. The <i>lfy1 lfy2</i> double mutants displayed more serious defects in floral organ development than <i>lfy2</i>, resulting in complete sterility. Gene expression analysis revealed differences in expression of the A-class <i>APETALA</i> (<i>AP</i>) genes <i>AP1a</i> and <i>AP1b</i> in the double mutant lines. These results suggest that LFY2 plays an important role in floral organ formation in soybean by regulating the expression of homeotic genes. Our findings increase the understanding of floral development, which could be useful for flower designs during hybrid soybean breeding.</p></div>","PeriodicalId":53135,"journal":{"name":"aBIOTECH","volume":"6 1","pages":"12 - 21"},"PeriodicalIF":4.6,"publicationDate":"2024-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s42994-024-00192-2.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143564472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction: Inference and prioritization of tissue-specific regulons in Arabidopsis and Oryza
IF 4.6 4区 农林科学
aBIOTECH Pub Date : 2024-12-19 DOI: 10.1007/s42994-024-00191-3
Honggang Dai, Yaxin Fan, Yichao Mei, Ling-Ling Chen, Junxiang Gao
{"title":"Correction: Inference and prioritization of tissue-specific regulons in Arabidopsis and Oryza","authors":"Honggang Dai,&nbsp;Yaxin Fan,&nbsp;Yichao Mei,&nbsp;Ling-Ling Chen,&nbsp;Junxiang Gao","doi":"10.1007/s42994-024-00191-3","DOIUrl":"10.1007/s42994-024-00191-3","url":null,"abstract":"","PeriodicalId":53135,"journal":{"name":"aBIOTECH","volume":"6 1","pages":"139 - 139"},"PeriodicalIF":4.6,"publicationDate":"2024-12-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s42994-024-00191-3.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143564311","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
MHZ3: a key regulator of ethylene signaling in rice
IF 4.6 4区 农林科学
aBIOTECH Pub Date : 2024-12-06 DOI: 10.1007/s42994-024-00189-x
Arif Ali Khattak, Yingshan Huang, Muhammad Afzal, Xiaolin Wang
{"title":"MHZ3: a key regulator of ethylene signaling in rice","authors":"Arif Ali Khattak,&nbsp;Yingshan Huang,&nbsp;Muhammad Afzal,&nbsp;Xiaolin Wang","doi":"10.1007/s42994-024-00189-x","DOIUrl":"10.1007/s42994-024-00189-x","url":null,"abstract":"<div><p>The plant hormone ethylene regulates plant growth, development, and stress responses. Recent studies on early signaling events following ethylene perception in rice (<i>Oryza sativa</i>) have identified MAO HU ZI 3 (MHZ3) as a stabilizer of the ethylene receptors ETHYLENE RESPONSE SENSOR 2 (OsERS2) and ETHYLENE RECEPTOR 2 (OsETR2). MHZ3 ensures the interaction of these receptors with CONSTITUTIVE TRIPLE RESPONSE 2 (OsCTR2), thereby maintaining OsCTR2 activity. Ethylene treatment disrupts the interactions within the MHZ3/receptors/OsCTR2 protein complex, leading to decreased OsCTR2 phosphorylation and the initiation of downstream signaling. Recent studies have established MHZ3 as the primary regulator and switch for OsCTR2 phosphorylation. In this review, we explore the role of MHZ3 in regulating ethylene signaling and highlight its effects on plant growth, development, and stress responses at the plant holobiont level.</p></div>","PeriodicalId":53135,"journal":{"name":"aBIOTECH","volume":"6 1","pages":"133 - 138"},"PeriodicalIF":4.6,"publicationDate":"2024-12-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143564391","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
plantGIR: a genomic database of plants. plantGIR:植物基因组数据库。
IF 7.6
园艺研究(英文) Pub Date : 2024-12-05 eCollection Date: 2024-12-01 DOI: 10.1093/hr/uhae342
Zhuo Liu, Chenhao Zhang, Jinghua He, Chunjin Li, Yanhong Fu, Yongfeng Zhou, Rui Cao, Haibin Liu, Xiaoming Song
{"title":"plantGIR: a genomic database of plants.","authors":"Zhuo Liu, Chenhao Zhang, Jinghua He, Chunjin Li, Yanhong Fu, Yongfeng Zhou, Rui Cao, Haibin Liu, Xiaoming Song","doi":"10.1093/hr/uhae342","DOIUrl":"10.1093/hr/uhae342","url":null,"abstract":"","PeriodicalId":57479,"journal":{"name":"园艺研究(英文)","volume":"11 12","pages":"uhae342"},"PeriodicalIF":7.6,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11661351/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142878714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multiple ancestral components and complex origins of the Yugur people in Gansu province revealing by 35 Y-STR. 35 Y-STR揭示甘肃裕固族的多重祖先组成与复杂起源。
遗传 Pub Date : 2024-12-01 DOI: 10.16288/j.yczz.24-136
Xian-Peng Zhang, Hui-Xin Yu, Jie Zhang, Xin-Yi Jia, Xiao-Fei He, Bo-Feng Zhu, Lan-Hai Wei, Hong-Bing Yao
{"title":"Multiple ancestral components and complex origins of the Yugur people in Gansu province revealing by 35 Y-STR.","authors":"Xian-Peng Zhang, Hui-Xin Yu, Jie Zhang, Xin-Yi Jia, Xiao-Fei He, Bo-Feng Zhu, Lan-Hai Wei, Hong-Bing Yao","doi":"10.16288/j.yczz.24-136","DOIUrl":"10.16288/j.yczz.24-136","url":null,"abstract":"<p><p>The Yugur people represent one of the ethnic groups residing within the Hexi Corridor, distinguishable by their small population size, linguistic diversity, intricate ancestral components, serving as a quintessential exemplar of the populations inhabiting this corridor. There are still many controversial issues in the academic community regarding the origin, migration, and formation process of the Yugur. In this study, we explored the formation process of the Yugur from the perspective of molecular anthropology, based on the paternal genetic characteristics of the Yugur people. And the study will synthesize multiple disciplines, encompassing ethnology, history and linguistics, in order to offer a thorough analysis. Within this research endeavor, a high-resolution kit comprising 35 Y-STRs was employed to examine 237 male specimens from the Yugur people in Gansu province. Y-SNP haplogroups were deduced through the utilization of Y-STR data. The paternal genetic data from diverse populations documented in published literature were merged to construct a 16 Y-STR dataset, a 25 Y-STR dataset, and a dataset detailing haplogroup frequencies. In this study, we employed haplotype network analysis, principal component analysis, multidimensional scaling analysis, phylogenetic tree construction, and genetic distance calculations to delve into the genetic structure, haplotype distribution, and genetic relationship with neighboring populations of the Yugur people. The findings of this study reveal that the Yugur people are a blend of ancestral lineages from both Eastern and Western Eurasian origins, with approximately 13% of their genetic component traced back to Western Eurasian populations. The Yugur people in Gansu province exhibits a more intimate genetic relationship with the Han, Tibetan, and Mongolian populations inhabiting nearby regions, while showing distinct genetic differences with Turkic-speaking groups like the Uyghur. Based on the merged data, we identified Q1b1a3-L330 and R1a1a-M17 shared with Turkic-speaking people, C2a1a1-F1756, C2a1a3-M504, C2a1a3a-F3796, C2a1a2-M48 and C2b1a1a1a-M407 shared with Mongolic-speaking people, D1a1a-M15 and D1a1b1-P47 shared with Tibetans, and multiple paternal lineages shared with Han people, which are the main paternal lineages of Yugur people, indicating multiple ancestral components and complex origins of Yugur. In this study, we provided a clearer genetic landscape which further supports the formation process and population characteristics of the Yugur people recorded in history, ethnology, and linguistics, and lays the foundation for more detailed studies on population genetics and forensic genetics in the future.</p>","PeriodicalId":35536,"journal":{"name":"遗传","volume":"46 12","pages":"1042-1054"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142807979","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
Screening and validation of downstream target genes of SLC25A21 based on bioinformatics. 基于生物信息学的SLC25A21下游靶基因筛选与验证。
遗传 Pub Date : 2024-12-01 DOI: 10.16288/j.yczz.24-230
Yao Chen, Xin Wen, Fang-Yuan Yuan, Chao-Ling Peng, Cui-Zhe Wang, Jun Zhang, Ping-Ping Meng
{"title":"Screening and validation of downstream target genes of SLC25A21 based on bioinformatics.","authors":"Yao Chen, Xin Wen, Fang-Yuan Yuan, Chao-Ling Peng, Cui-Zhe Wang, Jun Zhang, Ping-Ping Meng","doi":"10.16288/j.yczz.24-230","DOIUrl":"https://doi.org/10.16288/j.yczz.24-230","url":null,"abstract":"<p><p>Solute carrier 25 member 21 (<i>SLC25A21</i>) serves as an oxodicarboxylate carrier, which mainly conveys 2-oxoadipate from the cytoplasm to the mitochondria <i>via</i> a reverse exchange mechanism. Previous studies have indicated that the capacity for glucose consumption is significantly enhanced in 3T3-L1 cells overexpressing <i>SLC25A21</i>. In this study, we upregulate <i>SLC25A21</i> in 3T3-L1 cells to further probe into the downstream key metabolic genes of <i>SLC25A21</i>. Through high-throughput sequencing combined with bioinformatics analysis, differentially expressed genes are obtained, and the expression of key genes is verified by qRT-PCR. The results demonstrat that: (1) There are 26 up-regulated genes and 66 down-regulated genes in the adipocytes overexpressing <i>SLC25A21</i>; (2) GO (gene ontology) analysis indicates that the biological functions of differentially expressed genes are predominantly involved in lipid synthesis and metabolism, and KEGG (Kyoto encyclopedia of genes and genomes) and GSEA (gene set enrichment analysis) analyses reveal that differentially expressed genes are mainly concentrated in sphingolipid metabolism, secretion and synthesis of insulin and glucagon-like peptide 1; (3) By means of cytoHubba, 10 key genes with the highest scores, such as <i>GRB2, SOS1, SHC1, CBL, HRAS, SOS2, EGFR, MET, PLCG2</i> and <i>KRAS</i>, were screened out and they are mainly involved in the sugar and lipid metabolism processes of cells; (4) <i>SLC25A21</i> is overexpressed in adipocytes, and the qRT-PCR verification results show that the mRNA expression levels of other genes increased correspondingly, except for <i>KRAS</i> expression, which exhibits no significant change. These results provide a theoretical basis for further investigations on the role and mechanism of SLC25A21 in the process of glucose and lipid metabolism.</p>","PeriodicalId":35536,"journal":{"name":"遗传","volume":"46 12","pages":"1055-1065"},"PeriodicalIF":0.0,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142808002","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
Plot level sugarcane yield estimation by machine learning on multispectral images: A case study of Bundaberg, Australia 基于机器学习的多光谱图像地块级甘蔗产量估算——以澳大利亚Bundaberg为例
IF 7.7
Information Processing in Agriculture Pub Date : 2024-12-01 DOI: 10.1016/j.inpa.2023.06.004
Sharareh Akbarian , Mostafa Rahimi Jamnani , Chengyuan Xu , Weijin Wang , Samsung Lim
{"title":"Plot level sugarcane yield estimation by machine learning on multispectral images: A case study of Bundaberg, Australia","authors":"Sharareh Akbarian ,&nbsp;Mostafa Rahimi Jamnani ,&nbsp;Chengyuan Xu ,&nbsp;Weijin Wang ,&nbsp;Samsung Lim","doi":"10.1016/j.inpa.2023.06.004","DOIUrl":"10.1016/j.inpa.2023.06.004","url":null,"abstract":"<div><div>Early crop yield prediction provides critical information for Precision Agriculture (PA) procedures, policymaking, and food security. The availability of Remote Sensing (RS) datasets and Machine Learning (ML) approaches improved the prediction of sugarcane crop yield on the local and global scales, but an additional effort on the plot scale prediction is required. Challenges for plot-level prediction include a high ratooning capacity of the sugarcane crop, the lack of high spatial resolution data during the critical growth stages, and the non-linear complexation of yield data. The principal objective of the study is to analyse the potential of a time series of high-resolution multispectral Unmanned Aerial Vehicle (UAV) imagery along with three advanced ML techniques, namely Random Forest Regression (RFR), Support Vector Regression (SVR), and Nonlinear Autoregressive Exogenous Artificial Neural Network (NARX ANN) as a solution to the plot-level sugarcane yield prediction. An experimental sugarcane field containing 48 plots was selected, and UAV imagery was collected during the three consecutive cropping seasons' early and middle crop growth stages. Each dataset per growth stage was analyzed separately to predict the sugarcane crop yield in an attempt to discover how early the prediction of pre-harvest yield can be achieved. The datasets of the first two cropping seasons were trained and tested using the three ML techniques, utilizing 10-fold cross-validation to avoid overfitting. The third cropping season dataset was then used to evaluate the reliability of the developed prediction models. The results show that the correlation of Vegetation Indices (VIs) with crop yield in the middle stage outperforms the early stage in all three ML models. Moreover, comparing these models indicates that the NARX ANN method outperformed the others in the middle stage with the highest correlation coefficient (R<sup>2</sup>) of 0.96 and the lowest Root Mean Square Error (RMSE) of 4.92 t/ha. It was followed by the SVR (R<sup>2</sup> = 0.52, RMSE of 14.85 t/ha), which performed similarly to the RFR method (R<sup>2</sup> = 0.48, RMSE = 11.20 t/ha). In conclusion, the best-suited model for predicting sugarcane yields during the middle growth stage is a NARX ANN model employing the Normalized Difference RedEdge (NDRE), which demonstrates the feasibility of the ML approaches to predict the plot level sugarcane yield at a specific period of growth as they are less sensitive to the inconsistency of data collection times.</div></div>","PeriodicalId":53443,"journal":{"name":"Information Processing in Agriculture","volume":"11 4","pages":"Pages 476-487"},"PeriodicalIF":7.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48925313","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluation of drying behavior and characteristics of potato slices in multi–stage convective cabinet dryer: Application of artificial neural network 基于人工神经网络的多段对流柜式干燥机对马铃薯切片干燥特性的评价
IF 7.7
Information Processing in Agriculture Pub Date : 2024-12-01 DOI: 10.1016/j.inpa.2023.06.003
Susama Chokphoemphun , Somporn Hongkong , Suriya Chokphoemphun
{"title":"Evaluation of drying behavior and characteristics of potato slices in multi–stage convective cabinet dryer: Application of artificial neural network","authors":"Susama Chokphoemphun ,&nbsp;Somporn Hongkong ,&nbsp;Suriya Chokphoemphun","doi":"10.1016/j.inpa.2023.06.003","DOIUrl":"10.1016/j.inpa.2023.06.003","url":null,"abstract":"<div><div>The inconsistency in the quality of dried products at different coordinates within a conventional multi-stage convective cabinet dryer is a critical but often neglected problem. In this study, the drying behavior (moisture ratio) occurring in each drying tray layer and the drying characteristics (shrinkage or area ratio) occurring at different coordinates within a multi-stage convective cabinet dryer was assessed. Potato slices were used as raw materials in the drying process. Experiments were carried out by varying three different hot air velocities and two different drying temperatures. It was found that under the same hot air temperature and air velocity, the change in moisture content in each drying tray and the shrinkage in each coordinate of the potato slices were different. Artificial neural network model was used to predict the moisture ratio and the area ratio of the potato slices based on the experimental data. The moisture ratio obtained from the experiment was evaluated by comparing it with the drying model. The results showed a good confidence level with the coefficient of determination in the range of 0.962 7–0.993 3. The shrinkage analysis was based on the photographic data taken through image processing before usage as the output data for the predictive model. The predictive model was designed to have various architectures with different parameters; both hidden layer and hidden layer size, learning rate, training cycles, sampling type and split ratio. The best moisture ratio and area ratio model provided the coefficient of determination of 0.996 and 0.970, respectively.</div></div>","PeriodicalId":53443,"journal":{"name":"Information Processing in Agriculture","volume":"11 4","pages":"Pages 457-475"},"PeriodicalIF":7.7,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49485571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
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
确定
请完成安全验证×
相关产品
×
本文献相关产品
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信