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Selection indices and support vector machines in the selection of sugarcane families 甘蔗品种选择的选择指标与支持向量机
BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura Pub Date : 2023-06-15 DOI: 10.47328/ufvbbt.2022.664
B. A. Muetanene
{"title":"Selection indices and support vector machines in the selection of sugarcane families","authors":"B. A. Muetanene","doi":"10.47328/ufvbbt.2022.664","DOIUrl":"https://doi.org/10.47328/ufvbbt.2022.664","url":null,"abstract":"The present study aimed to compare selection indices, namely: Smith and Hazel multiplicative, Mulamba and Mock's, and the support vector machines algorithm for sugarcane families selection. We used two datasets, from Moreira et al. (2021) and from Ferreira et al. (2022), both related to the sugarcane breeding program conducted at the Center for Sugar cane Research and Breeding at the Federal University of Viçosa, Oratórios, Minas Gerais. Both experiments were conducted in a randomized complete block design. We constructed the selection indices via mixed models approach. We adopted a selection percentage of 18% of the top families for the selection process. In both studies, we considered as explanatory traits: the number of stalks, stalks diameter and stalk height, and as the response trait the tons of stalks per hectare per family. In the dataset from Ferreira et al. (2022), the support vector machine was a better approach to select sugarcane families by learning from the data after multivariate simulation. Whereas in the dataset from Moreira et al. (2021), using similar methodology, lower performance for support vector machines was obtained. Keywords: Synthetic data. Indirect selection. Yield prediction. Machine learning. BLUP","PeriodicalId":134365,"journal":{"name":"BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122611174","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
EFFICIENCY OF BIOLOGICAL CONTROL OF FALL ARMYWORM IN SWEET CORN 甜玉米秋粘虫生物防治效果研究
BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura Pub Date : 2023-06-15 DOI: 10.37856/bja.v98i1.4319
Diogo Murillo Costa Mortoni
{"title":"EFFICIENCY OF BIOLOGICAL CONTROL OF FALL ARMYWORM IN SWEET CORN","authors":"Diogo Murillo Costa Mortoni","doi":"10.37856/bja.v98i1.4319","DOIUrl":"https://doi.org/10.37856/bja.v98i1.4319","url":null,"abstract":"The cultivation of sweet corn has great importance in Brazil due to its nutritional quality and several possibilities for use. It is a crop that attracts a large number of pests, especially the carcass caterpillar, which can generate great qualitative and quantitative losses. Because it is mainly used in natura the application of agrochemicals to the control of these pests can cause risk to human health. Thus, the experiment was carried out with the objective of testing the efficiency of the use of biological insecticides in comparison to conventional chemical insecticides in the control of the military caterpillar. The biological insecticides Bio BB, Bio MB, Bio Bt Premium Akb, Agree and Bac-Control WP and the chemical insecticides Dimax 480 SC and Incrível, were applied in the maize crop at 3 different times at 28, 43 and 50 days after seeding. In all applications, the biological products proved to be as efficient in controlling the caterpillar carcass as the chemical insecticides. The products based on Beauveria bassiana and Metharrizium anisopliae showed greater efficiency in pest control proving that the biological insecticides are efficient in pest control in sweet corn contributing to a sustainable management of the crop.","PeriodicalId":134365,"journal":{"name":"BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura","volume":" 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116912869","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
Physical and mechanical properties of Eucalyptus urophylla 尾叶桉的物理力学性质
BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura Pub Date : 2023-06-15 DOI: 10.37856/bja.v98i1.4317
Laerte Scanavacca Júnior, J. Garcia
{"title":"Physical and mechanical properties of Eucalyptus urophylla","authors":"Laerte Scanavacca Júnior, J. Garcia","doi":"10.37856/bja.v98i1.4317","DOIUrl":"https://doi.org/10.37856/bja.v98i1.4317","url":null,"abstract":"Physical and mechanical properties of Eucalyptus urophylla AbstractEucalyptus urophylla is one of the most planted species in the world and in Brazil for presenting excellent productivity, good adaptability to the most varied types of soil and climate and wide application. The experiment was installed in randomized blocks with four replications, linear plots with six plants in a 3 x 2 m spacing. In this test, 21 progenies were selected in three replications, to evaluate the physical (basic density and shrinkage) and mechanical properties (shear, compression, modulus of elasticity and rupture) of the wood. There was no statistical difference between the progenies for the characteristics evaluated because it was juvenile wood. The basic density showed a positive correlation with the radial and volumetric shrinkage and a negative correlation with the shrinkage index. There is no correlation of DBH with the physical or mechanical properties of wood. The values obtained were low but with the potential to increase.","PeriodicalId":134365,"journal":{"name":"BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127727305","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
PERFORMANCE OF SIMPLE LINEAR REGRESSION ANALYSIS UNDER A RANDOMIZED COMPLETE BLOCK DESIGN 随机完全区组设计下简单线性回归分析的性能
BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura Pub Date : 2023-06-15 DOI: 10.37856/bja.v98i1.4329
Daibou Alassane, Alice dos Santos Ribeiro, J. I. Ribeiro Júnior, J. A. S. Sediyama, B. A. Muetanene
{"title":"PERFORMANCE OF SIMPLE LINEAR REGRESSION ANALYSIS UNDER A RANDOMIZED COMPLETE BLOCK DESIGN","authors":"Daibou Alassane, Alice dos Santos Ribeiro, J. I. Ribeiro Júnior, J. A. S. Sediyama, B. A. Muetanene","doi":"10.37856/bja.v98i1.4329","DOIUrl":"https://doi.org/10.37856/bja.v98i1.4329","url":null,"abstract":"In experiments conducted under a randomized complete block design, the fitting of the simple linear regression model can be performed under different combinations of the number of treatments and the number of replications. In order to determine the best combination, considering the same number of experimental units, it was concluded through a data simulation study that the quality of the fit increases when regression is performed in experiments with fewer treatments and more replications. Therefore, for model fitting, if linearity is expected, it is recommended to use two treatments. Otherwise, three treatments are recommended. All of this applies to experiments with coefficients of variation between 10% and 30%.Keywords: Treatments, Replications, Experimental precision.","PeriodicalId":134365,"journal":{"name":"BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura","volume":"60 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122884975","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
SOIL EROSION AND ROUTES OF USE AND PRODUCTION IN THE MATOPIBA REGION, BRAZIL 巴西matopiba地区的土壤侵蚀及其利用和生产路线
BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura Pub Date : 2023-06-15 DOI: 10.37856/bja.v98i1.4318
R. Ferraz‐Almeida, Caroline Urenha Silva, Felipe Rezende de Moura Ribeiro
{"title":"SOIL EROSION AND ROUTES OF USE AND PRODUCTION IN THE MATOPIBA REGION, BRAZIL","authors":"R. Ferraz‐Almeida, Caroline Urenha Silva, Felipe Rezende de Moura Ribeiro","doi":"10.37856/bja.v98i1.4318","DOIUrl":"https://doi.org/10.37856/bja.v98i1.4318","url":null,"abstract":"The goal was to monitor the production and soil erosion in the “MATOPIBA” region in the last 20 years. The study monitored agricultural production in the Brazilian Savanna, situated in the States of Tocantins (TO), Maranhão (MA), Bahia (BA), and Piauí (PI). The results showed that soybean occupies the largest area, corn and cotton show oscillations and coffee and sugar cane remain with values without major changes. In the production routes, the production areas present a positive correlation with k-apexes higher than 0.60 (p<0.05), indicating there is an increase in areas and no negative influence between the crops. The highest average erosivity rates were found respectively in the states of Tocantins and Maranhão. Conclude that the region MATOPIBA presents great potential for Brazilian agriculture requiring private and public actions to make sustainable use of the region through advanced technologies with conservation systems to avoid soil and water losses.","PeriodicalId":134365,"journal":{"name":"BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126158148","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
DECOMPOSITION OF WHITE OAT PHENOTYPIC VARIABILITY BY ENVIRONMENTAL COVARIATES 环境协变量对白燕麦表型变异的分解
BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura Pub Date : 2022-12-21 DOI: 10.37856/bja.v97i3.4316
Murilo Vieira Loro, I. Carvalho, J. P. D. Silva, Inaê Carolina Sfalcin, Leonardo Cesar Pradebon
{"title":"DECOMPOSITION OF WHITE OAT PHENOTYPIC VARIABILITY BY ENVIRONMENTAL COVARIATES","authors":"Murilo Vieira Loro, I. Carvalho, J. P. D. Silva, Inaê Carolina Sfalcin, Leonardo Cesar Pradebon","doi":"10.37856/bja.v97i3.4316","DOIUrl":"https://doi.org/10.37856/bja.v97i3.4316","url":null,"abstract":"The study aims to quantify the effects of environmental variables on the interaction between genotypes x environments and to evaluate the sensitivity of white oat genotypes to grain yield in 10 years of cultivation. The experiment took place in the municipality of Augusto Pestana, Rio Grande do Sul State, Brazil. The experimental design used was in randomized blocks, being evaluated the grain yield of 26 white oat genotypes in 20 complex environments. Greater phenotypic stability was observed for the URS 21 genotype, by the AMMI and GGE methodologies. The URS Corona genotype showed general adaptation, high genetic value and predictable environmental variations by the GGE method and reaction norm. Higher minimum air temperature and lower medium temperature and relative air humidity enhance the productive performance of white oat genotypes. The genotypes URS 22, Fapa Slava, IPR Afrodite and Estampa express positive responses to the covariates temperature medium, maximum, minimum and relative air humidity, respectively. Relative humidity explains more than 50% of the biological variation of white oat genotypes.","PeriodicalId":134365,"journal":{"name":"BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura","volume":"99 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126285334","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: 2
DIFFERENT LIGHTING CONDITIONS AFFECT THE GERMINATION AND SEEDLING DEVELOPMENT OF TWO VARIETIES OF SHISO 不同光照条件对两种紫苏种子萌发和幼苗发育的影响
BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura Pub Date : 2022-12-21 DOI: 10.37856/bja.v97i3.4312
D. P. Marques, C. M. Hüther, Nicole Pereira de Souza Rocha, J. R. Oliveira, Rebecca De Andrade Klein Ricardo, Natália Fernandes Rodrigues, Gabriela Martins Corrêa, Felipe Neves Verde, V. F. Ferreira, C. Santos, C. R. Pereira, T. Machado, S. Tavares
{"title":"DIFFERENT LIGHTING CONDITIONS AFFECT THE GERMINATION AND SEEDLING DEVELOPMENT OF TWO VARIETIES OF SHISO","authors":"D. P. Marques, C. M. Hüther, Nicole Pereira de Souza Rocha, J. R. Oliveira, Rebecca De Andrade Klein Ricardo, Natália Fernandes Rodrigues, Gabriela Martins Corrêa, Felipe Neves Verde, V. F. Ferreira, C. Santos, C. R. Pereira, T. Machado, S. Tavares","doi":"10.37856/bja.v97i3.4312","DOIUrl":"https://doi.org/10.37856/bja.v97i3.4312","url":null,"abstract":"Shiso ( Perilla frutescens L.) is an Asian plant that contains properties that allow it to be used in both cooking and medicine. The present study set out to understand how different lighting conditions affect the germination and development of shiso seedlings of the purple and green varieties. Germination stabilization occurred 15 days after sowing (DAS), accounting for the environment with 70% shading 84 germinations of the purple variety and 34 germinations of the green variety. While, in the full sunshine treatment, germinations were much lower, however, the seedlings did not remain viable for monitoring the development of seedlings in full sunshine. After stabilization of germination, the following were evaluated: specific leaf area, diameter of the neck, height and number of leaves and but after 35 DAS there was a decrease in the production of biomass by both varieties.","PeriodicalId":134365,"journal":{"name":"BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura","volume":"153 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131611662","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
SOIL PHYSICAL QUALITY INDICES AND GROWTH OF JUVELINE TUNG BIOENERGY OIL TREE AS AFFECTED BY COVER CROP INTERCROPPING AND ADDITIONAL POULTRY MANURE 间作和添加禽肥对桐树土壤物理质量指标及生长的影响
BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura Pub Date : 2022-12-21 DOI: 10.37856/bja.v97i3.4302
G. O. Awe, J. M. Reichert, S. Giacomini
{"title":"SOIL PHYSICAL QUALITY INDICES AND GROWTH OF JUVELINE TUNG BIOENERGY OIL TREE AS AFFECTED BY COVER CROP INTERCROPPING AND ADDITIONAL POULTRY MANURE","authors":"G. O. Awe, J. M. Reichert, S. Giacomini","doi":"10.37856/bja.v97i3.4302","DOIUrl":"https://doi.org/10.37856/bja.v97i3.4302","url":null,"abstract":"This study aimed to evaluate the impacts of cover crop intercropping and poultry manure on soil physical quality indices and tung growth in a tung-based agroforestry system. Intercropped cover crops increased soil organic carbon, reduced bulk density and relative field capacity, increased available water, saturated hydraulic conductivity, air capacity, ratio air capacity/total porosity, and total nitrogen of the surface layer of the tung-based agroforestry system at the end of the two growing seasons. The soil quality index of the surface layer changed from low to average in tung plots with cover crops and followed the order: Tung+Crambe/Sunflower/Soybean ≈ Tung+Oat/Vetch/Peanut > sole tung. Poultry manure enhanced further the physical quality status of the tung field. The unprotected tung soil (sole tung) of the tung-based agroforestry system is degrading, thus conservation strategies including those evaluated in this study are advocated for securing the growing environment of juveline tree crops as well as achieving their production potentials.","PeriodicalId":134365,"journal":{"name":"BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126261038","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
CLASSIFYING GENOTYPIC, PHENOTYPIC VARIABILITY, BROAD SENSE HERITABILITY AND PRINCIPAL COMPONENTS OF SUGARCANE (𝘚𝘢𝘤𝘤𝘩𝘢𝘳𝘶𝘮 𝘰𝘧𝘧𝘪𝘤𝘪𝘯𝘢𝘳𝘶𝘮 L.) GENOTYPES FOR BETTER YIELD, QUALITY AND RESISTANCE AGAINST RED ROT 甘蔗的基因型、表型变异、广义遗传力和主成分的分类(𝘚<s:2>𝘤𝘤𝘩<s:2>𝘳𝘶<s:2> <s:2> <s:2> <s:2> <s:2> <s:2> <s:2> <s:2> <s:2> <s:3>𝘤<s:2>𝘯<s:2>𝘳𝘶<e:2> l)提高产量、品质和抗红腐病的基因型
BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura Pub Date : 2022-12-21 DOI: 10.37856/bja.v97i3.4310
B. Ali, S. Tabasum, S. Nawaz, N. Akhtar, Wardah Kainat
{"title":"CLASSIFYING GENOTYPIC, PHENOTYPIC VARIABILITY, BROAD SENSE HERITABILITY AND PRINCIPAL COMPONENTS OF SUGARCANE (𝘚𝘢𝘤𝘤𝘩𝘢𝘳𝘶𝘮 𝘰𝘧𝘧𝘪𝘤𝘪𝘯𝘢𝘳𝘶𝘮 L.) GENOTYPES FOR BETTER YIELD, QUALITY AND RESISTANCE AGAINST RED ROT","authors":"B. Ali, S. Tabasum, S. Nawaz, N. Akhtar, Wardah Kainat","doi":"10.37856/bja.v97i3.4310","DOIUrl":"https://doi.org/10.37856/bja.v97i3.4310","url":null,"abstract":"","PeriodicalId":134365,"journal":{"name":"BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129028856","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
SUGARCANE PRODUCTIVITY AND GASEOUS EXCHANGES ARE NOT AFFECTED BY POTASSIUM FERTILIZATION IN HIGH K CONTENT SOIL 在高钾土壤中，施用钾肥对甘蔗产量和气体交换没有影响
BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura Pub Date : 2022-12-21 DOI: 10.37856/bja.v97i3.4315
Igor Tenório Marinho Da Rocha, Anibia Vicente Da Silva, D. E. Simões Neto, Alexandre Campelo De Oliveira, E. R. de Souza, E. C. A. de Oliveira, M. Freire, F. J. Freire
{"title":"SUGARCANE PRODUCTIVITY AND GASEOUS EXCHANGES ARE NOT AFFECTED BY POTASSIUM FERTILIZATION IN HIGH K CONTENT SOIL","authors":"Igor Tenório Marinho Da Rocha, Anibia Vicente Da Silva, D. E. Simões Neto, Alexandre Campelo De Oliveira, E. R. de Souza, E. C. A. de Oliveira, M. Freire, F. J. Freire","doi":"10.37856/bja.v97i3.4315","DOIUrl":"https://doi.org/10.37856/bja.v97i3.4315","url":null,"abstract":"This study aimed to evaluate the effect of K 2 O doses, as KCl, on physiological aspects and agricultural productivity of sugarcane in rainfed cultivation. The experimental design was in randomized blocks in a factorial arrangement (6x2) with 4 replications, with six K 2 O rates (0, 25, 50, 100, 200 and 250 kg ha -1 ) and two sugarcane varieties (RB92579 and RB962962). K 2 O rates did not positively affected physiological characteristics and productivity of the sugarcane varieties. The productivity of the RB962962 variety was higher than that of the RB92579. The variety RB962962 had lower transpiration and stomatal conductance than the variety RB92579. Potassium fertilizers application is not recommended in soils with high soil exchangeable content, above 0.24 cmol c dm -3 , as it does not result in increased productivity or improved gas exchange characteristics in sugarcane.","PeriodicalId":134365,"journal":{"name":"BRAZILIAN JOURNAL OF AGRICULTURE - Revista de Agricultura","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126092707","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
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