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Research on the development and evaluation of low-carbon agricultural economy based on financial diversity 基于金融多样性的低碳农业经济发展与评价研究
IF 0.8 4区 农林科学 Q3 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.21162/pakjas/23.125
Su Tuo
How to develop a low-carbon and environmentally friendly agricultural economy under the conditions of financial diversity is a realistic problem that appears in the context of the current era. In this manuscript, taking cities in western, central and eastern China as examples, the entropy method was used to systematically study the impact of financial diversity on the development of low-carbon and environmentally friendly agricultural economy. Through this study, a low-carbon environmental protection agricultural development factor index system based on financial diversification was constructed, and the entropy method was used to determine the weight of agricultural financial indicators. The results showed that the indicators of agricultural economic and financial ecological diversification ranged from 2.315 to 4.872, with an average value of 3.214. The financial diversity of eastern urban areas was higher than that of central and western cities. The development level of China's low-carbon environmental protection agricultural finance varies greatly from region to region, and there is a large room for balanced development. The regression analysis of low-carbon environmental protection agricultural economic development factors showed that the financial ecological diversity in the eastern region has a significant inhibitory effect on the development of low-carbon finance; the financial ecological diversity in the central region is conducive to the development of low-carbon agricultural finance; the financial ecological diversity in the western region is negatively related to the development of lowcarbon agricultural finance. Financial diversity has a good positive correlation with urban carbon emissions. Although complex financial diversity optimizes the structure of the agricultural economy, it also emits excessive agricultural carbon emissions, which is detrimental to the sustainable development of cities. The output value of the coal industry also has a good positive correlation with urban carbon emissions. The reduction of carbon emissions should speed up the transformation of coal-based energy companies and the development of new energy sources. Environmental protection investment has a weak positive correlation with urban carbon emissions, and environmental protection investment is far from being able to match the increase in carbon emissions. This research can be used for the construction and optimization of agricultural economic indicators
如何在金融多元化的条件下发展低碳环保的农业经济,是当前时代背景下出现的现实问题。本文以中国西部、中部和东部城市为例,运用熵值法系统研究了金融多样性对低碳环保农业经济发展的影响。通过本研究,构建了基于金融多元化的低碳环保农业发展因子指标体系,并采用熵值法确定农业财务指标权重。结果表明:农业经济金融生态多样化指标范围为2.315 ~ 4.872,平均值为3.214;东部城市的金融多样性高于中西部城市。中国低碳环保农业金融地区发展水平差异较大,均衡发展空间较大。对低碳环保农业经济发展因素的回归分析表明,东部地区金融生态多样性对低碳金融发展具有显著抑制作用;中部地区金融生态多样性有利于农业低碳金融的发展;西部地区金融生态多样性与低碳农业金融发展呈负相关。金融多样性与城市碳排放具有良好的正相关关系。复杂的金融多样性虽然优化了农业经济结构,但也排放了过多的农业碳排放,不利于城市的可持续发展。煤炭工业产值与城市碳排放也存在良好的正相关关系。减少碳排放应加快煤炭能源企业的转型和新能源的开发。环境保护投资与城市碳排放呈弱正相关,环境保护投资远不能匹配碳排放的增长。该研究可为农业经济指标的构建和优化提供参考
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引用次数: 0
Characterization and evaluation of the diversity of local and imported coconut varieties collected from the Sultanate of Oman 从阿曼苏丹国收集的本地和进口椰子品种多样性的特征和评价
IF 0.8 4区 农林科学 Q3 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.21162/pakjas/23.266
S. Ghribi
Coconut (Cocos nucifera L.) is commonly recognized by their heights, prevalence and long-term presence. Currently the demand for coconuts and these products is high all over the world, it is in this context that our research work is included in order to preserve and use the rich biological diversity of this palm. The main objective of this study was to determine the effect of the environment on the morphology of different organs of the coconut palm. Principal component analysis (PCA) is one of the most important statistical tools for estimating the variations between the morphological characters of individuals, which are the basis for determining the degree of polymorphism, for detecting relationships between cultivars, and for evaluating the agronomic traits for the classification of coconuts. This study was conducted on twelve coconut genotypes spread over in the Sultanate of Oman and different thirty-nine qualitative and quantitative traits were evaluated. This data set was analyzed by the principal component analysis (PCA) and UPGMA cluster. And these; the results revealed great variability in the expression of the vegetative (quantitative and qualitative) agromorphological characters related to the stipe, the leaf and the fruit. The results showed that local cultivar individuals were morphologically distinct, suggesting that it may be a polyclonal variety
椰子(Cocos nucifera L.)通常以其高度,流行率和长期存在而被认可。目前,世界各地对椰子及其产品的需求很高,正是在这种背景下,我们的研究工作包括在保护和利用这种棕榈树丰富的生物多样性方面。本研究的主要目的是确定环境对椰子树不同器官形态的影响。主成分分析(PCA)是估算个体形态性状差异的最重要的统计工具之一,是确定多态程度、检测品种间关系和评价椰子农艺性状分类的基础。本研究对分布于阿曼苏丹国的12个椰子基因型进行了研究,并对39个不同的质量和数量性状进行了评价。采用主成分分析(PCA)和UPGMA聚类对数据集进行分析。而这些;结果表明,与茎杆、叶和果实有关的营养(数量和质量)农形态性状的表达存在很大差异。结果表明,本地品种个体形态差异明显,可能为多克隆品种
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引用次数: 0
Toxic effects of essential oils against Bemisia tabaci (Gennadius, 1889) (Hemiptera: Aleyrodidae) and its certain important natural enemies 精油对烟粉虱(Gennadius,1889)及其某些重要天敌的毒性作用
IF 0.8 4区 农林科学 Q3 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.21162/pakjas/23.105
Emre Sen
In this study, we aimed to investigate the effects of five different commercially available essential oils; aloe vera, borage, cacao, horse chestnut and nettle seed oils against egg, nymphal and pupal stages of Bemisia tabaci Gennadius and its important natural enemies namely, Encarsia formosa Gahan, Eretmocerus eremicus Rose and Zolnerowich, Macrolophus pygmaeus Rambur, Nesidiocoris tenuis Reuter, and Orius laevigatus Fiber. This study was conducted under laboratory conditions in 2021 at Bursa Uludag University, Turkey. The essential oil solutions were applied at %0.125, 0.25 and 0.5 doses and mortality rates were noted after 24, 48 and 72 hours of essential oils application. As a result, it was determined that the insect species most affected by the plant oils were the predators, the immature stages (egg, nymphal and pupal) of whitefly and the parasitoid species, respectively. Borage and horse chestnut oils showed high effects (100%) on predatory adults after 24 hours. It was determined that all N. tenuis and M. pygmaeus adults died after 48 hours in the trial. The egg, nymphal and pupal stages of B. tabaci were most affected by plant oils, respectively. B. tabaci eggs and pupal stages were the most affected from cacao oil with a mortality rate of 100%. Moreover, nymphal stage of B. tabaci was the most affected by horse chestnut oil with a mortality rate of 100% after 72 hours. Parasitized pupae were found to be the least affected individuals in the trial. Aloe vera oil was the least effective essential oil in the experiment. Eggs and nymphal stages of B. tabaci, O. laevigatus, E. formosa and E. eremicus were affected by aloe vera oil with mortality rates of 53.33%, 46%, 53%, 46% and 36%, respectively. Horse chestnut and cacao oils were harmful to the immature stages (egg, nymphal and pupal) of B. tabaci and all predator adults (M. pygmaeus, N. tenuis, O. laevigatus), but they had slightly harmful on parasitoid species in the experiment
在这项研究中,我们旨在调查五种不同的市售精油的效果;芦荟、琉璃苣、可可、栗子和荨麻籽油对烟粉虱及其重要天敌——台湾飞蛾、埃雷米库斯玫瑰和佐尔纳罗维奇、大花斑蝶、细纹海蝶和金龟子纤维——的卵、若虫和蛹期的抗性。这项研究于2021年在土耳其布尔萨乌卢达大学的实验室条件下进行。精油溶液以%0.125、0.25和0.5的剂量施用,并且在施用精油24、48和72小时后观察到死亡率。结果表明,受植物油影响最大的昆虫种类分别是捕食者、粉虱的未成熟阶段(卵、若虫和蛹)和寄生蜂。24小时后,硼砂和七叶树油对捕食性成虫表现出高效果(100%)。在试验中,确定所有的N.tenuis和M.pygmaeus成虫在48小时后死亡。烟粉虱的卵期、若虫期和蛹期分别受到植物油的影响最大。可可油对烟粉蝶卵和蛹期的影响最大,死亡率为100%。此外,七叶树油对烟粉虱若虫期的影响最大,72小时后死亡率为100%。在试验中,寄生蛹被发现是受影响最小的个体。芦荟油是实验中效果最差的精油。芦荟油对烟粉虱、金翅虫、福尔摩沙和eremicus的卵和若虫期均有影响,死亡率分别为53.33%、46%、53%、46%和36%。在试验中,栗子油和可可油对烟粉虱的未成熟阶段(卵、若虫和蛹)和所有捕食者成虫(P.pygmaeus、N.tenuis、O.laevigatus)都是有害的,但对寄生蜂的危害较小
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引用次数: 0
Digital financial inclusion, Chinese farmers’ entrepreneurship well-being and selfconfidence: evidence from rural China 数字金融普惠、中国农民创业幸福感与自信:来自中国农村的证据
IF 0.8 4区 农林科学 Q3 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.21162/pakjas/23.115
Wanming Chen
Digital financial inclusion offers realistic possibilities to promote farmers’ entrepreneurship, although rural entrepreneurship is risky and uncertain. However, limited research has been conducted on farmers’ perceptions of subjective psychological states, and the use of digital financial inclusion and its effect on their entrepreneurship. Deriving insights from appraisal theory, this study explored the different roles of farmers’ subjective well-being and self-confidence in the influence of digital financial inclusion on their entrepreneurship. Empirical analysis based on data from 16,492 farmers showed that digital financial inclusion has a significant positive effect on farmers’ entrepreneurship and that this effect is enhanced by farmers’ selfconfidence but weakened by their subjective well-being. Our study expands the application scope of appraisal theory and enriches the research on digital financial inclusion and rural entrepreneurship
数字金融普惠为促进农民创业提供了现实的可能性,尽管农村创业存在风险和不确定性。然而,关于农民对主观心理状态的感知,以及数字金融包容性的使用及其对他们创业的影响,研究有限。本研究借鉴评估理论,探讨了农民的主观幸福感和自信心在数字金融普惠对其创业影响中的不同作用。基于16492名农民数据的实证分析表明,数字金融普惠对农民创业具有显著的正向影响,这种影响因农民的自信心而增强,但因其主观幸福感而减弱。我们的研究拓展了评估理论的应用范围,丰富了数字金融普惠与农村创业的研究
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引用次数: 0
An empirical study on the measurement of green total factor productivity and its influencing factors in the dairy farming industry in China 中国奶业绿色全要素生产率测度及其影响因素实证研究
IF 0.8 4区 农林科学 Q3 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.21162/pakjas/23.1006
Lei Wang
To promote the harmonious development of the economy, resources, and the ecological environment, it is imperative to improve the green total factor productivity (GTFP) of the dairy farming industry (DFI) in China. In this paper, the Global Malmquist–Luenberger (GML) productivity index method based on the directional distance function was used to calculate the GTFP of the DFI in China and its three main regions from 2007 to 2017, and the generalized least squares (GLS) model was used to explore the influencing factors of the GTFP of the DFI. The results show that (1) the GTFP of dairy farming fluctuates, with an average annual growth of 0.23% from 2007 to 2017. The source of this growth mainly came from technological progress, while technical efficiency deteriorated. (2) The GTFP of different provinces and the eastern, central, and western regions was affected by carbon emissions. (3) The GTFP of the DFI in the central and western regions also decreased in turn. From 2007 to 2017, the dairy industry in the eastern, central, and western regions achieved environmentally friendly technological progress. The difference between regions is reflected in the degree of the technical efficiency recession, considering carbon emissions. (4) The five factors of breeding scale, industrial structure, breeding technology level, urbanization process, and environmental regulation have different influences on the GTFP of the DFI in China and its three main regions. Improving the GTFP of dairy farming can promote the green, efficient, and healthy development of the DFI in China
为了促进经济、资源和生态环境的和谐发展,提高中国奶牛养殖业的绿色全要素生产率(GTFP)势在必行。本文采用基于方向距离函数的全球Malmquist-Luenberger (GML)生产率指数方法,计算了2007 - 2017年中国及三大主要地区DFI的GTFP,并利用广义最小二乘(GLS)模型探讨了DFI GTFP的影响因素。结果表明:(1)奶业GTFP波动较大,2007 - 2017年年均增长0.23%;增长的动力主要来自技术进步,但技术效率有所下降。②不同省份和东、中、西部地区的GTFP均受到碳排放的影响。(3)中西部地区fdi的GTFP也依次下降。2007 - 2017年,东、中、西部乳业实现了环境友好型技术进步。考虑到碳排放,区域间的差异反映在技术效率衰退的程度上。(4)养殖规模、产业结构、养殖技术水平、城市化进程和环境调控等5个因素对中国及3个主要区域养殖业的GTFP有不同程度的影响。提高奶牛养殖的GTFP可以促进中国畜牧业绿色、高效、健康发展
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引用次数: 0
Effects of rapeseed cake fertilizer on soil bacterial diversity and community structure in peach orchards 油菜饼肥对桃园土壤细菌多样性和群落结构的影响
IF 0.8 4区 农林科学 Q3 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.21162/pakjas/23.92
Ping Sun
In the cultivation process, the application of organic fertilizers instead of chemical fertilizers can effectively improve soil structure, soil fertility, nutrient absorption, and fruit quality. In this study, the effects of potassium fulvic acid and compound microbial inoculant in rapeseed cake fertilizer on soil bacteria in peach orchard were investigated. The results showed that the application of rapeseed cake fertilizer significantly increased the abundance of beneficial bacteria in the soil. The results of functional prediction showed that rapeseed cake fertilizer and potassium fulvic acid used in conjunction could improve nitrogen fixation and carbon sequestration rates in soil. This study can provide a theoretical basis for the application of rapeseed cake fertilizer in peach tree cultivation
在栽培过程中,施用有机肥代替化肥,可有效改善土壤结构、土壤肥力、养分吸收和果实品质。研究了在油菜籽饼肥中添加黄腐酸钾和复合微生物接种剂对桃园土壤细菌的影响。结果表明,施用油菜籽饼肥显著提高了土壤有益菌的丰度。功能预测结果表明,油菜籽饼肥与黄腐酸钾配施能提高土壤的固氮和固碳速率。本研究可为油菜籽饼肥在桃树栽培中的应用提供理论依据
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引用次数: 0
Inhibitory effects of Bacillus licheniformis WJ53A and homofermentative lactic acid bacteria on clostridial growth in corn silage 地衣芽孢杆菌WJ53A和同型发酵乳酸菌对玉米青贮梭状芽孢杆菌生长的抑制作用
IF 0.8 4区 农林科学 Q3 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.21162/pakjas/23.85
D. M. Afordoanyi
This study reports on the effectiveness of silage additive based on consortium Lacticaseibacillus paracasei L1a and Bacillus licheniformis WJ53A in comparison with three homofermentative lactic acid bacteria (LAB) (Pediococcus acidilactici 12c, L. Lacticaseibacillus paracasei L1a, and L. plantarum S1aR). For this purpose, the antagonistic activity of these isolated LAB was tested. The impact of the isolated LAB on silage acidity, organic acid content, and dry matter of silage was also determined. The fungal and bacterial DNA load in the conserved silages was estimated using quantitative PCR and their effects on the quality category of silage were evaluated. The obtained results showed all inoculants being effective in ensiling of maize with the consortium (L1a + WJ53A), showing a high lactic acid content (94.51%, P<0.0001) in comparison to control (88.28%, P<0.0001). The consortium also showed a lower acetic acid (5.49% to 10%, P=0.0002) and absolutely no butyric acid in respect to control silage (0% to 1.64%, P<0.0001). The qPCR results presented an increase in the final LAB DNA concentration of silage conserved with consortium (0.002487 ng, P=0.0002) when compared to control (0.001127 ng, P=0.0002) but did differ from the inoculant of L1a (0.001790 ng, P=0.0219). Also, the final fungal DNA concentration showed the effectiveness of the consortium by the reduction of fungal DNA in comparison to control (0.00027 ng against 0.00106 ng, P=0.0007). The most interesting result is the inhibition of clostridia growth based on the qPCR analysis which showed a lower clostridial DNA in silage inoculated with the consortium (P<0.001) against all the inoculants used in this study. This research shows the advantage of ensilaging with a consortium of a homofermentative LAB and a Bacillus strain B. licheniformis WJ53A which reduces the risk of clostridial infections in livestock farming
本研究报道了以副干酪乳杆菌L1a和地衣芽孢杆菌WJ53A为基料的青贮添加剂与3种同质性乳酸菌(嗜酸儿歌球菌12c、副干酪乳杆菌L1a和植物乳杆菌S1aR)的效果对比。为此,对这些分离的乳酸菌进行了拮抗活性测试。测定了分离LAB对青贮酸度、有机酸含量和干物质的影响。采用定量PCR技术估计了保守青贮中真菌和细菌的DNA负荷,并评价了它们对青贮品质的影响。结果表明,L1a + WJ53A组合对青贮玉米均有效,乳酸含量(94.51%,P<0.0001)高于对照(88.28%,P<0.0001)。与对照青贮相比,该联合体的乙酸含量较低(5.49% ~ 10%,P=0.0002),丁酸含量完全没有(0% ~ 1.64%,P<0.0001)。qPCR结果显示,与对照组(0.001127 ng, P=0.0002)相比,联合保存青贮的最终LAB DNA浓度(0.002487 ng, P=0.0002)有所增加,但与接种剂L1a (0.001790 ng, P=0.0219)存在差异。此外,与对照组相比,最终真菌DNA浓度显示了真菌DNA的减少(0.00027 ng对0.00106 ng, P=0.0007)。最有趣的结果是基于qPCR分析的梭状芽胞杆菌生长抑制,该结果表明,与本研究中使用的所有接种剂相比,接种该联盟的青贮饲料中梭状芽胞杆菌的DNA较低(P<0.001)。本研究表明,与同质发酵LAB和地衣芽孢杆菌菌株WJ53A联合青贮的优势,可以降低牲畜养殖中梭状芽孢杆菌感染的风险
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引用次数: 0
Biological control of root rots on alfalfa with Streptomyces 链霉菌对苜蓿根腐病的生物防治
IF 0.8 4区 农林科学 Q3 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.21162/pakjas/23.47
Lianna Liu
In the current study, strain D1 was screened from saline-alkali soil of grassland by the method of plate confrontation. The inhibition rates against Fusarium equiseti BS1 , Fusarium oxysporum BF28 , Fusarium oxysporum BF19 and Fusarium solami BF36-2 were 70.81% , 76.00% , 67.80% and 65.70% respectively. Strain D1 was identified as Streptomyces ciscaucasicus by observation of colony morphology, physiological and biochemical characteristics and sequence analysis of 16S rRNA gene. The results of antimicrobial spectrum showed that the strain had antagonistic effect against 9 kinds of plant pathogenic fungi. The control effect of the strain on alfalfa root rot was 52.8% and it could promote rooting. The results showed that the strain D1 had potential as a biological agent
本研究采用平板对抗法从草地盐碱土壤中筛选菌株D1。对木叶镰刀菌BS1、尖孢镰刀菌BF28、尖孢镰刀菌BF19和茄枯菌BF36-2的抑制率分别为70.81%、76.00%、67.80%和65.70%。通过菌落形态、生理生化特征及16S rRNA基因序列分析,鉴定菌株D1为顺高加索链霉菌。抗菌谱结果表明,该菌株对9种植物病原真菌均有拮抗作用。该菌株对紫花苜蓿根腐病的防治效果为52.8%,具有促进生根的作用。结果表明,菌株D1具有作为生物制剂的潜力
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引用次数: 0
Effects of Hexythiazox on Different Stages of Mites Infesting Orange Trees Hexythiazox对柑桔不同阶段螨害的影响
IF 0.8 4区 农林科学 Q3 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.21162/pakjas/23.398
S. Alhewairini
Miticidal action of hexythiazox has been investigated against three mites, Citrus Rust Mite, Phyllocoptruta oleivora (Ashmead) (Acari: Eriophyidae), False Spider Mite, Brevipalpus californicus (Banks) (Acari: Tenuipalpidae) and Citrus Brown Mite, Eutetranychus orientalis Klein (Acari: Tetranychidae), infesting citrus trees in the region of Al Qassim, Saudi Arabia. Three concentrations of hexythiazox, half of the recommended dose (HRD), the recommended dose (RD) and double recommended dose (DRD) were used against the selected mite species at immature and adult stages. Mortality data was recorded after regular intervals of a day till seven days of post-treatment application. Larvicidal action of the pesticide was observed in terms of post spray percentage of egg hatching. Trails regarding mortality of immature and adult mites were carried out under laboratory and field conditions. A maximum of 72.88% and 64.41% mortality was observed in immature mites of P. oleivora at RD under laboratory and field conditions respectively. The highest mortality of adult mites at RD was recorded again in P. oleivora that was 18.97 and 20.39% under laboratory and field conditions respectively, showing that mortality percentage was insignificant in adults. Under the same conditions, mortality of mites observed at HRD was non-significant and there was negligible increase in mortality when concentration was increased from RD to DRD. Success of hatching for the treated eggs of the three selected mites was observed in the range of 5.00 to 12.50% at the recommended dose. This indicated that hexythiazox has the significant potential of inhibiting hatching process. For the successful control over citrus mites, the appropriate time of spray is prehatching stage
研究了己硫氮唑对三种螨的杀螨作用,这三种螨分别是:柑桔锈螨、油叶螨(Acari:Eriophydae)、假蜘蛛螨、加利福尼亚短吻蛛(Banks)(Acari:Tenuipapledae)和柑桔褐螨、东方真叶螨(Eutetranychus orientalis Klein)。在未成熟和成年阶段,对选定的螨种使用三种浓度的己噻唑、一半推荐剂量(HRD)、推荐剂量(RD)和双倍推荐剂量(DRD)。在治疗后应用一天至七天的定期间隔后记录死亡率数据。根据喷雾后孵化卵的百分比观察了杀虫剂的杀幼虫作用。在实验室和野外条件下进行了关于未成熟和成年螨死亡率的试验。在实验室和田间条件下,在RD中观察到食油P.oleivora未成熟螨的最高死亡率分别为72.88%和64.41%。在实验室和野外条件下,食油P.oleivora再次记录到RD时成年螨的最高死亡率,分别为18.97%和20.39%,表明成年螨的死亡率不显著。在相同条件下,HRD时观察到的螨虫死亡率并不显著,当浓度从RD增加到DRD时,死亡率的增加可以忽略不计。在推荐剂量下,观察到三种选定螨的处理卵孵化成功率在5.00%至12.50%之间。这表明己噻唑具有显著的抑制孵化过程的潜力。为了成功控制柑桔螨,喷雾的适当时间是预捕阶段
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引用次数: 0
Benefit evaluation of human resource management in agricultural enterprises based on convolutional neural network 基于卷积神经网络的农业企业人力资源管理效益评价
IF 0.8 4区 农林科学 Q3 Agricultural and Biological Sciences Pub Date : 2023-03-01 DOI: 10.21162/pakjas/23.102
Ning Zhang
With the rapid development of economy, the performance appraisal of human resource management in agricultural enterprises has gained more attention. Based on the convolutional neural network theory, this paper constructs the benefit evaluation system of human resource management in agricultural enterprises, determines the weight to obtain the comprehensive benefit result, and then obtains the evaluation level. According to the main factors affecting the human resource benefit of agricultural enterprises, the model designed the input and output indexes of the efficiency evaluation of single well of production capacity construction, and solved the problem of measuring the informatization ability of human resource management in agricultural enterprises. In the simulation process, the convolutional neural network designed the evaluation index of the index system. According to the different contribution and importance degree to the system security, the difference between the evaluation index can be expressed by assigning different weight values. Secondly, for items with similar loads on multiple factors or with low loads on a single factor, it was adopted to obtain a scale consisting of 54 items, including 15 items in interpersonal skills sub-scale, 16 items in learning development sub-scale and 23 items in growth driver sub-scale. The experimental results show that the convolutional neural network training can obtain the reasonable scale value of the test sample management area. The evaluation index of the model prediction effect shows that the absolute relative error, maximum absolute relative error and average absolute relative error are all within 5%, and the equality coefficient is 0.9845, which is greater than 0.9, indicating that the reasonable scale predicted value has a high degree of fitting with the expected value. The prediction results of the model are ideal, which effectively improves the accuracy of benefit evaluation
随着经济的快速发展,农业企业人力资源管理的绩效评价越来越受到重视。基于卷积神经网络理论,构建了农业企业人力资源管理效益评价体系,确定了综合效益结果的权重,进而得出评价水平。根据影响农业企业人力资源效益的主要因素,该模型设计了产能建设单井效益评价的投入产出指标,解决了农业企业人力管理信息化能力的测度问题。在仿真过程中,卷积神经网络设计了指标体系的评价指标。根据对系统安全的贡献和重要程度的不同,可以通过分配不同的权值来表达评价指标之间的差异。其次,对于多因素负荷相似或单一因素负荷较低的项目,采用该方法获得由54个项目组成的量表,其中人际技能子量表15个项目,学习发展子量表16个项目,成长驱动子量表23个项目。实验结果表明,卷积神经网络训练可以获得测试样本管理区域的合理规模值。模型预测效果评价指标显示,绝对相对误差、最大绝对相对误差和平均绝对相对误差均在5%以内,等式系数为0.9845,大于0.9,表明合理尺度的预测值与预期值拟合程度较高。该模型的预测结果较为理想,有效地提高了效益评价的准确性
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引用次数: 1
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Pakistan Journal of Agricultural Sciences
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