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Enhancing soybean classification with modified inception model: A transfer learning approach 利用改进的萌芽模型加强大豆分类:迁移学习方法
IF 1.1 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-04-18 DOI: 10.3897/ejfa.2024.122928
Yonis Gulzar
The impact of deep learning (DL) is substantial across numerous domains, particularly in agriculture. Within this context, our study focuses on the classification of problematic soybean seeds. The dataset employed encompasses five distinct classes, totaling 5513 images. Our model, based on the InceptionV3 architecture, undergoes modification with the addition of five supplementary layers to enhance efficiency and performance. Techniques such as transfer learning, adaptive learning rate adjustment (to 0.001), and model checkpointing are integrated to optimize accuracy. During initial evaluation, the InceptionV3 model achieved 88.07% accuracy in training and 86.67% in validation. Subsequent implementation of model tuning strategies significantly improves performance. Augmenting the architecture with additional layers, including Average Pooling, Flatten, Dense, Dropout, and Softmax, plays a pivotal role in enhancing accuracy. Evaluation metrics, including precision, recall, and F1-score, underscore the model’s effectiveness. Precision ranges from 0.9706 to 1.0000, while recall values demonstrate a high capture rate across all classes. The F1-score, reflecting a balance between precision and recall, exhibits remarkable performance across all classes, with values ranging from 0.9851 to 1.0000. Comparative analysis with existing studies reveals competitive accuracy of 98.73% achieved by our proposed model. While variations exist in specific purposes and datasets among studies, our model showcases promising performance in soybean seed classification, contributing to advancements in agricultural technology for crop health assessment and management.
深度学习(DL)在许多领域都产生了巨大影响,尤其是在农业领域。在此背景下,我们的研究重点是对有问题的大豆种子进行分类。采用的数据集包括五个不同的类别,共计 5513 张图像。我们的模型基于 InceptionV3 架构,在此基础上增加了五个辅助层,以提高效率和性能。为了优化准确性,我们整合了迁移学习、自适应学习率调整(至 0.001)和模型检查点等技术。在初始评估中,InceptionV3 模型的训练准确率为 88.07%,验证准确率为 86.67%。随后实施的模型调整策略显著提高了性能。使用附加层(包括平均池化、扁平化、密集化、Dropout 和 Softmax)增强架构在提高准确率方面发挥了关键作用。包括精确度、召回率和 F1 分数在内的评估指标凸显了模型的有效性。精确度从 0.9706 到 1.0000 不等,而召回值则表明所有类别的捕获率都很高。F1 分数反映了精确度和召回率之间的平衡,在所有类别中都表现出色,其值从 0.9851 到 1.0000 不等。与现有研究的对比分析表明,我们提出的模型达到了 98.73% 的准确率,具有很强的竞争力。虽然不同研究的具体目的和数据集存在差异,但我们的模型在大豆种子分类中表现出了良好的性能,为作物健康评估和管理方面的农业技术进步做出了贡献。
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引用次数: 0
Promoting black oat and ryegrass growth via Azospirillum brasilense inoculation after corn and soybean crop rotation 玉米和大豆轮作后,通过接种巴西鹅膏菌(Azospirillum brasilense)促进黑燕麦和黑麦草的生长
IF 1.1 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-04-18 DOI: 10.3897/ejfa.2024.118453
Vinícius dos Santos Cunha, Marcos DA Silva Brum, André Brugnara Soares, Éva Deák, Léo Antônio Limberger Speth, T. N. Martin
Inadequate management of nitrogen fertilization, due to high costs, compromises the nutrition and productivity of winter forage plants, highlighting the need to adopt sustainable alternatives, such as using nitrogen-fixing bacteria. This research evaluated the growth promotion of black oat (Avena strigosa) and ryegrass (Lolium multiflorum) plants inoculated with Azospirillum brasilense rhizobacteria. The experiments were carried out over two consecutive harvests in Santa Maria, Brazil. The sowing density was 300 viable seeds per square meter for black oats and 100 viable seeds per square meter for ryegrass. A dose of 5 ml per kg of seeds from the consortium was used as an inoculant. Following sowing, the seeds were incorporated into the soil through light harrowing. At the beginning of tillering, 50 kg of N ha-1 was applied to create treatments with and without nitrogen. Plant emergence, plant height, number of leaves and tillers were evaluated. In the first year, an inoculation response was observed for the number of black oat plants emerged m-2. In the second year (corn residue), an inoculation response was observed for the number of leaves and height of black oats. Under soybean straw for oat leaf number and ryegrass tiller number. The current research highlights the effectiveness of inoculation with Azospirillum brasilense in promoting significant improvements in the morphological components of forage crops. Following corn, an increase in the number of leaves and tillers was observed, as well as in the height of black oats. Similarly, following soybeans, there was an increase in the number of black oat tillers and the number of ryegrass leaves. The results emphasize the importance of inoculation as an effective practice to enhance crop development and performance in agricultural systems, improving sustainability and productivity under soybean and corn residues.
由于成本高昂,氮肥管理不当会影响冬季牧草的营养和产量,因此需要采用可持续的替代方法,如使用固氮菌。这项研究评估了接种了巴西天青球根瘤菌(Azospirillum brasilense)的黑燕麦(Avena strigosa)和黑麦草(Lolium multiflorum)植物的生长促进作用。实验在巴西圣玛丽亚连续进行了两季。黑燕麦的播种密度为每平方米 300 粒有活力的种子,黑麦草的播种密度为每平方米 100 粒有活力的种子。接种剂的剂量为每公斤种子 5 毫升。播种后,通过轻耙将种子纳入土壤。在分蘖初期,施用 50 千克/公顷的氮,形成有氮和无氮处理。对出苗率、株高、叶片数和分蘖数进行了评估。第一年,黑燕麦的出苗株数 m-2 出现了接种反应。第二年(玉米秸秆),黑燕麦的叶片数和高度都出现了接种反应。在大豆秸秆下,燕麦叶片数和黑麦草分蘖数均出现接种反应。目前的研究突出表明,接种巴西天青霉(Azospirillum brasilense)能有效促进饲料作物形态成分的显著改善。接种玉米后,黑燕麦的叶片和分蘖数量以及高度都有所增加。同样,在大豆之后,黑燕麦的分蘖数量和黑麦草的叶片数量也有所增加。研究结果强调了接种的重要性,接种是一种有效的做法,可以提高农业系统中作物的生长发育和表现,提高大豆和玉米残留物的可持续性和生产率。
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引用次数: 0
Assessment of propolis-fermented Kombucha tea’s microbiological, physicochemical and sensory characteristics 评估蜂胶发酵昆布茶的微生物、理化和感官特性
IF 1.1 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-04-18 DOI: 10.3897/ejfa.2024.118977
Rabia Turkoğlu Bacanak, E. Keyvan
The functional properties of fermented foods have a significant impact on human health. Kombucha tea is a functional food that provides numerous prophylactic and therapeutic benefits. This study investigated the effects of adding 0.5%, 1%, 1.5%, and 2% propolis to kombucha tea on the microbiological, physicochemical, and sensory characteristics during the 10th and 14th day incubation periods. The study concluded that adding propolis to Kombucha tea improved acidity, color, and total phenolic substance content (p < 0.05) but not pH value or dry matter amount (p > 0.05). As a result of yeast and mold analysis, no growth was detected on the 10th day of incubation, while the lowest yeast count was 4.08 log CFU/ml, and the highest was 5.46 log CFU/ml on the 14th day of incubation. The amount of propolis added to Kombucha tea was demonstrated to have a statistically significant effect on Labtobacillus spp., total aerobic mesophilic bacteria, and acetic acid bacteria (p < 0.05). Streptococcaceae species could not be detected in Kombucha tea. The panelists rated the most propolis-rich kombucha tea as being particularly enjoyable. As a result, physicochemical and microbiological analyses have shown that Kombucha tea can be fermented with propolis. Novel studies on the consumption of kombucha tea in combination with bee products should be performed.
发酵食品的功能特性对人类健康有重大影响。昆布茶是一种具有多种预防和治疗功效的功能性食品。本研究调查了在昆布茶中添加 0.5%、1%、1.5% 和 2% 蜂胶对第 10 天和第 14 天培养期微生物、理化和感官特性的影响。研究得出结论,在昆布茶中添加蜂胶能改善酸度、色泽和总酚类物质含量(p < 0.05),但不能改善 pH 值或干物质含量(p > 0.05)。酵母和霉菌分析结果表明,在培养的第 10 天没有检测到酵母和霉菌的生长,酵母计数最低为 4.08 log CFU/ml,最高为 5.46 log CFU/ml(培养第 14 天)。在昆布茶中添加蜂胶的数量对拉布芽孢杆菌属、需氧中温菌总数和醋酸菌有显著的统计学影响(p < 0.05)。在昆布茶中检测不到链球菌。小组成员认为蜂胶含量最高的昆布茶特别好喝。因此,理化和微生物分析表明,昆布茶可以用蜂胶发酵。应该对昆布茶与蜂产品的结合饮用进行新的研究。
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引用次数: 0
Shotgun approach reveals distinctive lipid profiles in brassica oilseeds: A high-resolution ESI-ToF-MS study 霰弹枪方法揭示了油菜籽中独特的脂质特征:高分辨率 ESI-ToF-MS 研究
IF 1.1 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-04-16 DOI: 10.3897/ejfa.2024.118303
Sujith Kumar, Ahammed Shabeer, Faraz Rashid, I. Mawlong, Reema Rani, Vijay Veer Singh, Babli Mog, Manoj Pillai
Members of Brassica seed oil are important sources of nutritionally superior edible oil. There are no comprehensive reports on complete lipidomic profile of these oilseed crops. In this study, the lipidomic profiling of edible oil from 7 different cultivated species of Brassica seed oils was performed by shotgun approach using electrospray High Resolution Time of Flight-Mass Spectrometry (ESI-ToF-MS). The mass spectrum under positive polarity revealed 1098 lipids under different lipid classes including sphingolipids, phospholipids and different storage lipids. Under negative polarity, 70 lipids including free fatty acids (FFA), cardiolipins and phospholipids were detected. Erucic acid in FFA form was found to be most abundant in both Yellow and Brown sarson. Brassica napus contains almost all forms of cardiolipins (CL). Out of 26 different species of cardiolipins detected in negative ion mode, CL 56:1 (FA 18:1) and CL 56:1 (FA 22:1) were present only in brown sarson. Similarly, CL 56:2 (FA 18:2) and CL 56:1 (FA 22:1) were present only in Yellow and Brown sarson. These findings enhance our understanding of the nutritional diversity in Brassica seed oils, emphasizing the significance of lipidomic analysis for elucidating the molecular composition of edible oils.
芸苔属油料作物是营养丰富的食用油的重要来源。目前还没有关于这些油料作物完整脂质体图谱的全面报道。本研究采用电喷雾高分辨率飞行时间质谱法(ESI-ToF-MS),对 7 种不同栽培芸苔属油料作物的食用油进行了脂质组学分析。在正极性条件下,质谱显示出 1098 种不同脂类的脂质,包括鞘脂类、磷脂类和不同的贮藏脂类。在负极性条件下,检测到 70 种脂类,包括游离脂肪酸(FFA)、心磷脂和磷脂。在黄沙生和褐沙生中,游离脂肪酸形式的芥酸含量最高。芥蓝几乎含有所有形式的心磷脂(CL)。在负离子模式下检测到的 26 种不同的心磷脂中,CL 56:1 (FA 18:1)和 CL 56:1 (FA 22:1)只存在于褐沙糖中。同样,CL 56:2 (FA 18:2) 和 CL 56:1 (FA 22:1) 也只存在于黄沙星和棕沙星中。这些发现加深了我们对芸薹属植物籽油营养多样性的了解,强调了脂质体分析对阐明食用油分子组成的重要意义。
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引用次数: 0
Effects of Na2CO3 simulated alkali stress on tradeoff strategies of individual and clonal traits of Leymus chinensis​​​​​​​ Na2CO3 模拟碱胁迫对百日草个体和克隆性状权衡策略的影响
IF 1.1 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-04-15 DOI: 10.3897/ejfa.2024.118296
Zhan-Wu Gao, Ji-Tao Zhang, Ge Gao, Ying-Qi Qin, Ming Cao, Feng Chen, Meng-Zhu Cai, Xin Li, Chen Chen, Zhao-Jie Wang, Chun-Sheng Mu, S. Alharbi, Mohamad Javed Ansari, Adnan Rasheed
Alkali stress is a significant challenge across the globe which is posing serious threat to crop production and food security. This study was carried out to study the effect of different levels of alkali stress on growth and physiological traits of Leymus chinensis. The study was comprised of different levels of alkali stress; control (CK; 0 mmol·L-1), 25 and 50 mmol·L-1. The results showed that imposition of 50 mmol·L-1 alkali stress substantially reduced the photosynthetic capacity, relative water contents and accumulation of carbon (C), nitrogen (N) and phosphorus (P) in plant parts. Further, 50 mmol·L-1 alkali stress also reduced the above and below ground biomass, and severely inhibited the root growth. Moreover, increase in concentration of alkali stress inhibited clone components, tillering, tillering bud, and internode bud of Leymus chinensis. In conclusion the increasing concentration of alkali stress can reduce the growth and biomass production and nutrient accumulation of Leymus chinensis.
碱胁迫是全球面临的一个重大挑战,对作物生产和粮食安全构成严重威胁。本研究旨在研究不同水平的碱胁迫对莱姆斯-chinensis 的生长和生理特性的影响。研究包括不同水平的碱胁迫:对照(CK;0 mmol-L-1)、25 和 50 mmol-L-1。结果表明,施加 50 mmol-L-1 的碱胁迫大大降低了光合作用能力、相对含水量以及植物体内碳(C)、氮(N)和磷(P)的积累。此外,50 mmol-L-1 碱胁迫还降低了地上和地下生物量,严重抑制了根系生长。此外,碱胁迫浓度的增加还抑制了金莲花的克隆成分、分蘖、分蘖芽和节间芽。总之,碱胁迫浓度的增加会降低百日草的生长、生物量产量和养分积累。
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引用次数: 0
Histopathological investigation and risk factors of Coccidiosis in camels (Camelus dromedarius), Algeria 阿尔及利亚骆驼球虫病的组织病理学调查和风险因素
IF 1.1 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-03-28 DOI: 10.3897/ejfa.2024.118325
Razika Boukert, M. Chikhaoui, Dahia Saidj, Babelhadj Baaissa, Hanane Damene, Souad Benali, Alia Simona Abdul Hussain, Naima Sahraoui
Coccidiosis in dromedaries is an intestinal protozoan infection caused by apicomplexan parasites belonging to the genus Eimeria. A prospective examination was conducted at two slaughterhouses in southern Algeria. The primary objective of this investigation was to ascertain the prevalence of intestinal parasites in camels, elucidate the associated microscopic lesions, and identify the risk factors contributing to this infestation. In pursuit of this, we procured four segments of the intestines from 31 dromedarieas that appeared healthy and displayed no symptoms. Subsequently, these samples were collected, preserved, subjected to routine processing, and subsequently stained with haematoxylin and eosin (H&E). Intestinal parasitic infection showed an incidence rate of 45.16% (14 out of 31). Specifically, two types of parasites were discerned in the intestinal specimens through microscopic examination, namely Eimeria (41.93%; 13 out of 31) (p-value = 0.046) and Taenia (3.22%; 1 out of 31) (p = 0.001). Eimeria cameli was observed in the ceacum (41.93%; 13 out of 31), jejunum (12.90%; 4 out of 31), and in one instance in the duodenum (3.22%; 1 out of 31). Furthermore, numerous development stages of coccidia were identified, including gamonts, schizonts and oocysts. Deep microscopic lesions attributed to Eimeria cameli were detected, such as enteritis, eosinophilic infiltration and inflammation. In addition, associated risk factors were identified. This study has furnished valuable insights into parasitic infestations affecting dromedaries, particularly Eimeria cameli. The molecular studies are needed to delineate the diverse variations within Eimeria strains. Effective parasite control strategies specific to dromedary camels need to be developed.
单峰驼球虫病是一种由艾美耳属无花果寄生虫引起的肠道原生动物感染。在阿尔及利亚南部的两个屠宰场进行了一次前瞻性检查。这项调查的主要目的是确定骆驼肠道寄生虫的流行情况,阐明相关的显微病变,并确定导致这种感染的风险因素。为此,我们从 31 头看起来健康且无症状的骆驼身上采集了四段肠道样本。随后,我们收集、保存了这些样本,并对其进行了常规处理,然后用血黄素和伊红(H&E)染色。肠道寄生虫感染率为 45.16%(31 人中有 14 人)。具体而言,通过显微镜检查,在肠道标本中发现了两种寄生虫,即艾美耳(41.93%;31 人中有 13 人)(p 值 = 0.046)和陶氏疟原虫(3.22%;31 人中有 1 人)(p = 0.001)。在ceacum(41.93%;31 个中有 13 个)、空肠(12.90%;31 个中有 4 个)和十二指肠(3.22%;31 个中有 1 个)中都发现了 cameli 艾美耳菌。此外,还发现了许多发育阶段的球虫,包括配子体、裂殖体和卵囊。在显微镜下还发现了肠炎、嗜酸性粒细胞浸润和炎症等卡氏艾美耳病的深层病变。此外,还确定了相关的风险因素。这项研究为了解单峰骆驼寄生虫病,尤其是骆马埃默氏菌提供了宝贵的资料。还需要进行分子研究,以确定Eimeria菌株的不同变异。需要制定专门针对单峰骆驼的有效寄生虫控制策略。
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引用次数: 0
Monitoring growth and predicting crop yield through UAV-mounted spectral camera analysis of the interplay between soil compaction and vegetation index 通过无人机安装的光谱相机分析土壤压实度和植被指数之间的相互作用,监测作物生长情况并预测作物产量
IF 1.1 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-03-28 DOI: 10.3897/ejfa.2024.118256
Bui Van Huu, Ngo Quang Hieu, Luu Trong Hieu
This paper aims to introduce a prediction of crop yield based on relationship between soil compaction and vegetation index. The soil compaction increasingly with depth, which was calculated manuallyunevenly distributed in the field. The NDVI/NDRE was conducted by aerial spectral images taken by the UAV. To figure out connection, the Pearson’s correlation test was applied to analyze the correlation between factors. These research results show that the NDVI/NDRE in WS and SA crops increased and decreased steadily after reaching the maximum values (0.85 ± 0.02/ 0.38 ± 0.02 and 0.8 ± 0.02/ 0.28 ± 0.02) during the reproductive stage. The NDVI/NDRE had a high relationship with the plant height, tiller number, yield components of rice. WS and SA networks were built and tested according to the training algorithm in the Matlab software for predicting rice yield with high reliability. The developed models showcase promising results in forecasting rice yield, underscoring the potential applicability of this methodology in agricultural yield prediction.
本文旨在介绍一种基于土壤紧实度和植被指数之间关系的作物产量预测方法。土壤压实度随深度的增加而增加,这是由人工计算得出的,在田间分布不均。NDVI/NDRE 是通过无人机拍摄的航空光谱图像进行计算的。为了找出各因子之间的联系,采用了皮尔逊相关检验来分析各因子之间的相关性。研究结果表明,WS 和 SA 作物的 NDVI/NDRE 在生育期达到最大值(0.85 ± 0.02/ 0.38 ± 0.02 和 0.8 ± 0.02/ 0.28 ± 0.02)后稳步上升和下降。NDVI/NDRE 与水稻的株高、分蘖数和产量成份关系密切。根据 Matlab 软件中的训练算法,建立并测试了 WS 和 SA 网络,用于预测水稻产量,具有很高的可靠性。所开发的模型在预测水稻产量方面显示出良好的效果,突出了该方法在农业产量预测中的潜在适用性。
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引用次数: 0
Intraspecific competition in row spacings in soybean 大豆行距内的种内竞争
IF 1.1 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-03-27 DOI: 10.3897/ejfa.2024.118264
Vinícius dos Santos Cunha, Glauber Monçon Fipke, Gerusa Massuquini Conceição, T. M. Müller, João Leonardo Fernandes Pires, Fernando Sintra Fulaneti, Thomas Newton Martin
The aim of this study is to assess the impact of various row spacings on the morphology, components of grain yield, and overall grain yield of soybean. The experiments were conducted over two planting seasons (2014/2015 and 2015/2016) using two planting dates (November and December) and two cultivars, FPS Urano RR and BMX Tornado RR. The row spacings tested were: 45 cm (wide row), 45 × 45 cm (cross row), 22.5 × 45 cm (twin row), and 22.5 cm (narrow row). Measurements included leaf area index and sunlight interception at R2 stage, as well as grain yield components and overall grain yield. Narrow rows, in addition to achieving canopy closure, also demonstrated enhanced sunlight interception at the R2 stage. However, the positive effect of increased sunlight interception on grain yield was only significant for the December planting date, with no notable difference observed for the November planting date. These findings imply that while narrow rows may offer advantages, particularly in later planting dates, their implementation should be carefully considered and may not consistently lead to increased grain yield, reinforcing the continued preference for conventional row spacing.
本研究的目的是评估不同行距对大豆形态、谷物产量成分和总体谷物产量的影响。试验在两个种植季节(2014/2015 年和 2015/2016 年)进行,采用两个种植日期(11 月和 12 月)和两个栽培品种(FPS Urano RR 和 BMX Tornado RR)。测试的行距为45 厘米(宽行)、45 × 45 厘米(横行)、22.5 × 45 厘米(双行)和 22.5 厘米(窄行)。测量指标包括 R2 阶段的叶面积指数和阳光截获率,以及谷物产量成分和总产量。窄行除了能实现冠层闭合外,还能提高 R2 阶段的阳光截获率。不过,增加阳光截获对谷物产量的积极影响仅在 12 月种植期显著,11 月种植期没有观察到明显差异。这些研究结果表明,虽然窄行可能具有优势,特别是在较晚的播种期,但在实施时应慎重考虑,而且窄行不一定能持续提高谷物产量,这也加强了对常规行距的持续偏好。
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引用次数: 0
Salicylic acid and antitranspirant polymer mitigate the effects of water stress on the growth and yield of cowpea 水杨酸和抗蒸腾聚合物可减轻水分胁迫对豇豆生长和产量的影响
IF 1.1 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-03-22 DOI: 10.3897/ejfa.2024.119548
Anderson Carlos de Melo Gonçalves, Caio da Silva Sousa, Alex Serafim de Lima, Toshik Iarley da Silva, José de Anchieta Alves de Albuquerque, Evandro Franklin de Mesquita, Thiago Jardelino Dias, Walter Esfrain Pereira, José Maria Arcanjo Alves, Leandro Torres de Souza, Aloisio Alcantara Vilarinho
Water stress can limit the growth and production of cowpea (Vigna unguiculata (L.) Walp.), necessitating the use of strategies that induce plant tolerance to mitigate its effects on the crop. This includes the application of salicylic acid (SA) and antitranspirant polymer (AP). The objective of this study was to evaluate the effect of SA and AP applications on the growth and production of cowpeas subjected to water stress. The experiment was conducted in field conditions at Sítio Boqueirão, Catolé do Rocha, Paraíba, Brazil. The experimental design used was randomized blocks, comprising 10 treatments with four replications. The evaluated treatments included nine combinations generated according to the Central Composite Design experimental matrix, involving five doses of SA and five doses of AP applied to plants under water stress, along with an additional treatment (without water stress and application of SA and AP). The assessed variables included morphological parameters and yield. The data were subjected to canonical correspondence analysis and confidence ellipses. The application of SA and AP increased growth (summer and spring) and productivity (summer). However, in spring, there was a decrease in productivity and an increase in the number of days until the initiation of pod harvesting in cowpeas under water stress.
水胁迫会限制豇豆(Vigna unguiculata (L.) Walp.)的生长和产量,因此有必要使用诱导植物耐受性的策略来减轻其对作物的影响。这包括施用水杨酸(SA)和抗吸剂聚合物(AP)。本研究的目的是评估施用水杨酸和抗吸水剂对遭受水胁迫的豇豆的生长和产量的影响。实验在巴西帕拉伊巴州卡托莱-多罗查市博奎朗农场进行。实验采用随机区组设计,包括 10 个处理和 4 次重复。所评估的处理包括根据中央复合设计实验矩阵生成的九种组合,其中包括对处于水分胁迫下的植物施用五种剂量的 SA 和五种剂量的 AP,以及一种额外的处理(无水分胁迫和施用 SA 和 AP)。评估变量包括形态参数和产量。对数据进行了典型对应分析和置信区间分析。施用 SA 和 AP 增加了生长量(夏季和春季)和产量(夏季)。然而,在春季,豇豆在水分胁迫下的产量有所下降,直到开始收获豆荚的天数有所增加。
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引用次数: 0
Long-term effects of some determinants in the agricultural sector on CO2 emissions: Panel data analysis by income groups of world countries 农业部门某些决定因素对二氧化碳排放的长期影响:按世界各国收入分组的面板数据分析
IF 1.1 4区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2024-03-15 DOI: 10.3897/ejfa.2024.118268
H. Doğan, Serhan Candemir, Zeki Bayramoğlu, Kemalettin Ağızan
Climate change is defined as one of the biggest problems of the third millennium. All countries in the world are striving to produce policies on this issue and achieve a common consensus. Regulations are being made in various sectors and efforts are continuing to adopt ecofriendly production techniques. Just as climate change affects all sectors, it is also affected by the production activities of the sectors. One of these sectors is the agricultural sector. Inputs and production techniques used in agriculture create direct environmental costs. The production techniques used by countries depending on their income level and development level contribute to the climate change process to a certain extent. In this research, the effects of the inputs used in agricultural production on CO2 emissions according to the income levels of the countries of the world were investigated by panel data analysis. According to the results obtained, the effect of the arable land size of low and low-middle income group countries, the pesticides they use in agriculture, the animal fertilizers they use in agricultural production, the CO2 level released from the energy they use in agriculture, and the effect of their agricultural nitrogen use on the total CO2 level is statistically significant. While the effect of pesticide uses and the amount of nitrogen used in agriculture by middle-high income countries is statistically significant, it can be said that the amounts of pesticides used by high-income countries in agriculture, animal fertilizers used in agricultural production, the level of CO2 released from the energy they use in agriculture and their use of agricultural nitrogen are statistically significant. While the results obtained reveal the relationship between the amount used and CO2 emissions, they also indicate that the inputs used can be quality and environmentally friendly inputs. In classical suggestions, suggestions are made such as controlling input levels and preventing excessive use. However, the increasing world population and the resulting increase in nutritional needs emphasize the importance of optimal input use in agricultural production. It makes it important that qualitative, ecofriendly and effective inputs should be used rather than input usage possibilities and quantity-dimensional control.
气候变化被定义为第三个千年最大的问题之一。世界各国都在努力就这一问题制定政策并达成共识。各行各业都在制定相关法规,并继续努力采用生态友好型生产技术。正如气候变化影响所有部门一样,它也受到各部门生产活动的影响。农业部门就是其中之一。农业中使用的投入和生产技术会造成直接的环境成本。各国根据其收入水平和发展水平所使用的生产技术在一定程度上加剧了气候变化进程。本研究通过面板数据分析,根据世界各国的收入水平,研究了农业生产投入对二氧化碳排放的影响。研究结果表明,中低收入国家的耕地面积、农业生产中使用的农药、农业生产中使用的动物肥料、农业生产中使用的能源所释放的二氧化碳水平以及农业氮使用量对二氧化碳总排放量的影响均具有统计学意义。虽然中高收入国家的农药使用量和农业用氮量对二氧化碳总量的影响在统计意义上是显著的,但可以说高收入国家在农业中使用的农药量、农业生产中使用的动物肥料、农业中使用的能源所释放的二氧化碳水平以及农业用氮量对二氧化碳总量的影响在统计意义上是显著的。所获得的结果揭示了使用量与二氧化碳排放量之间的关系,同时也表明所使用的投入品可以是优质和环保的投入品。在经典建议中,提出了控制投入水平和防止过度使用等建议。然而,世界人口的增长和由此带来的营养需求的增加,强调了在农业生产中优化投入品使用的重要性。因此,重要的是应使用优质、生态友好和有效的投入,而不是投入使用的可能性和数量控制。
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Emirates Journal of Food and Agriculture
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