sugarcane

甘蔗
  • 文章类型: Journal Article
    甘蔗基产品本身就含有丰富的硅等元素,碳和氮。因此,这些成为在广泛的应用领域中使用的理想前体。吸引人的领域之一是将它们转化为具有高度兴趣的纳米材料,可用于几种突出的应用。在纳米材料中,基于二氧化硅纳米颗粒(SNP)的甘蔗产品,碳点(CD),基于金属/金属氧化物的NP,纳米纤维素,纤维素纳米纤维(CNFs),和纳米生物炭的报道越来越多。通过操纵实验条件和选择合适的起始前体和元素,有可能设计这些纳米材料具有适合特定应用的高度期望的性质。本综述提供了来自最近文献的发现,其中已经努力传达用于合成上述纳米材料的基于甘蔗的产品领域的新发展。就各种纳米材料的合成和应用前景进行了系统的讨论。只要有可能,进行了比较分析,以突出甘蔗产品与其他基于生物质的材料相比,用于预期目的的潜力。这篇评论有望在提供最新的文献调查中脱颖而出,并为读者提供未来研究的必要方向。
    这篇综述的重点是甘蔗衍生的纳米材料,如二氧化硅,纳米纤维素,纳米纤维,纳米晶体和金属/非金属纳米粒子及其在各种能源和环境领域的应用。
    Sugarcane-based products are inherently rich in elements such as silicon, carbon and nitrogen. As such, these become ideal precursors for utilization in a wide array of application fields. One of the appealing areas is to transform them into nanomaterials of high interest that can be employed in several prominent applications. Among nanomaterials, sugarcane products based on silica nanoparticles (SNPs), carbon dots (CDs), metal/metal oxide-based NPs, nanocellulose, cellulose nanofibers (CNFs), and nano biochar are becoming increasingly reported. Through manipulation of the experimental conditions and choosing suitable starting precursors and elements, it is possible to devise these nanomaterials with highly desired properties suited for specific applications. The current review presents the findings from the recent literature wherein an effort has been made to convey new development in the field of sugarcane-based products for the synthesis of the above-mentioned nanomaterials. Various nanomaterials were systematically discussed in terms of their synthesis and application perspectives. Wherever possible, a comparative analysis was carried out to highlight the potential of sugarcane products for the intended purpose as compared to other biomass-based materials. This review is expected to stand out in delivering an up-to-date survey of the literature and provide readers with necessary directions for future research.
    This review focuses on sugarcane-derived nanomaterials such as silica, nano cellulose, nanofibers, nanocrystals and metal/nonmetal nanoparticles and their application in various energy and environmental fields.
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  • 文章类型: Journal Article
    化妆品配方中的防腐剂成分在预防微生物污染方面发挥了必要的作用。在这个领域,对自然有未满足的需求,可持续,和有效的防腐剂。因此,这项工作的主要目的是评估一种基于甘蔗秸秆提取物的成分,并研究其作为化妆品应用防腐剂的潜力。使用几种化妆品溶剂开发不同的成分以改善提取的化合物的溶解度。对金黄色葡萄球菌的抗菌活性进行了评估,大肠杆菌,铜绿假单胞菌,和白色念珠菌.1,2-己二醇是使我们能够获得具有最佳抗菌性能的成分(20%干提取物分散在25%的1,2-己二醇水溶液中)的溶剂,显示在5%和3%之间的最小抑制浓度(I)。该成分的5%(w/v)浓度符合化妆品防腐剂的USP51标准。实时(25°C,65%RH)和加速稳定性(40°C,进行了75%RH)测试以确定成分稳定性,发现在室温下储存一个月对于更好的成分稳定性和组成性能是理想的,pH值,颜色,和抗氧化活性。
    Preservative ingredients in cosmetic formulations undertake a necessary role in the prevention of microbial contamination. In this field, there is an unmet need for natural, sustainable, and effective preservatives. Thus, the main goal of this work was to evaluate a sugarcane straw extract-based ingredient and investigate its potential as a preservative for cosmetic applications. Different ingredients were developed using several cosmetic solvents to improve the solubility of the extracted compounds. The antimicrobial activity was assessed against Staphylococcus aureus, Escherichia coli, Pseudomonas aeruginosa, and Candida albicans. The 1,2-hexanediol was the solvent that allowed us to achieve the ingredient (20% dry extract dispersed in 25% 1,2-hexanediol in water) with the best antimicrobial performance, showing a minimum inhibitory concentration of between 5% and 3% (I). The 5% (w/v) concentration of this ingredient complied with the USP51 standards for cosmetic preservatives. Real-time (25 °C, 65% RH) and accelerated stability (40 °C, 75% RH) tests were conducted to determine the ingredient stability, and it was found that one month of storage time at room temperature would be ideal for better ingredient stability and performance in terms of composition, pH, color, and antioxidant activity.
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  • 文章类型: Journal Article
    The sugarcane industry generates byproducts that contribute to the proliferation of Stomoxys calcitrans. An analysis was carried out to verify the efficacy of Heterorhabditis bacteriophora HP88 and H. baujardi LPP7 at different vinasse temperatures to control S. calcitrans larvae. Ten fly larvae were deposited in plastic containers containing four mL of 50% vinasse. Each treatment consisted of 300 EPN/larvae of H. bacteriophora added to the containers and heated at temperatures of 25, 28, 31, 34, 37 and 40 °C. The same treatments were performed using H. baujardi. The treatments were carried out in a BOD incubator at 25 ± 1 °C and 70 ± 10% RH, and each treatment was replicated six times. The treated groups, controls and temperatures showed no statistical differences in terms of larval mortality rate (P=0.8573), percentage of dead pupae (P=0.1782) and adult emergence (P=0.4386). Larval mortality rates of 30% and 14.17% were achieved with H. bacteriophora and H. baujardi, respectively, while the control groups presented 3.89% with H. bacteriophora and 8.61% with H. baujardi. From the standpoint of temperatures, significant differences were found only at 37 and 40 °C for H. baujardi. The highest pupal mortality achieved with H. bacteriophora was 34.17% at 31 °C, while that reached with H. baujardi at 37 °C was 40%. The groups containing H. bacteriophora caused lower adult emergence rates at temperatures of 25, 28, 31 and 34 °C, while H. baujardi caused its lowest emergence rates at 37 and 40 °C. It is concluded that infection occurs in the immature stages of S. calcitrans by EPN when added to 50% vinasse solution at different temperatures and that nematodes caused negative effects on the emergence of fly larvae at varying temperatures.
    A indústria da cana-de-açúcar gera subprodutos que ajudam na proliferação de Stomoxys calcitrans. Uma análise foi realizada para verificar a eficiência de Heterorhabditis bacteriophora HP88 e H. baujardi LPP7 em diferentes temperaturas de vinhaça no controle de larvas de S. calcitrans. Dez larvas da mosca foram depositadas em recipientes plásticos contendo quatro mL de vinhoto à 50%. Em cada tratamento adicionou-se 300 NEP/larva de H. bacteriophora, aquecidos nas temperaturas de 25, 28, 31, 34, 37 e 40 °C. Os mesmos tratamentos foram realizados utilizando e H. baujardi. Os tratamentos foram realizados e mantidos em câmara climatizada a 25 ± 1 °C e 70 ± 10% UR, foram realizadas seis repetições para cada tratamento. Não houve diferença estatística entre os grupos tratados, controles e temperaturas para taxa de mortalidade de larval (P=0,8573), percentual de pupas mortas (P=0,1782) e emergência de adultos (P=0,4386). Foram observadas taxas de mortalidade larval de 30% e 14,17% para H. bacteriophora e H. baujardi, respectivamente, enquanto os grupos controles apresentaram 3,89% no H. bacteriophora e 8,61% H. baujardi. Na avaliação das temperaturas, foram observadas diferenças significativas apenas nas temperaturas 37 e 40 °C de H. baujardi. A maior mortalidade pupal observada para H. bacteriophora foi de 34,17% quando em 31 °C, já para H. baujardi na temperatura de 37 °C apresentou 40% de mortalidade. Houve menor emergência de adultos nas temperaturas de 25, 28, 31 e 34 °C nos grupos com H. bacteriophora, já H. baujardi causou as menores taxas de emergência quando em 37 e 40 °C. Conclui-se que ocorre infecção nos estágios imaturos de S. calcitrans por NEP quando adicionados à solução de vinhoto a 50% em diferentes temperaturas e que os nematoides causaram efeitos negativos na emergência da mosca em temperaturas variadas.
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  • 文章类型: Journal Article
    利用可见和近红外(Vis-NIR)光谱结合化学计量学方法已经广泛用于识别植物病害。然而,一个关键障碍涉及相关光谱特征的提取。本研究旨在通过将卷积神经网络(CNN)与连续小波变换(CWT)光谱图相结合,在Vis-NIR光谱(380-1400nm)中提取光谱特征,以提高甘蔗病害识别的准确性。使用130个甘蔗叶样品,将从Vis-NIR光谱获得的一维CWT系数转换为二维光谱图。利用CNN,提取频谱图特征并将其合并到决策树中,K-最近的邻居,偏最小二乘判别分析,和随机森林(RF)校准模型。RF模型,整合声谱图衍生的特征,表现出最佳性能,平均精度为0.9111,灵敏度为0.9733,特异性为0.9791,准确性为0.9487。这项研究可能会提供一个非破坏性的,快速,以及检测甘蔗疾病的准确手段,使农民能够及时获得关于作物健康的可操作的见解,从而最大限度地减少作物损失和优化产量。
    Utilizing visible and near-infrared (Vis-NIR) spectroscopy in conjunction with chemometrics methods has been widespread for identifying plant diseases. However, a key obstacle involves the extraction of relevant spectral characteristics. This study aimed to enhance sugarcane disease recognition by combining convolutional neural network (CNN) with continuous wavelet transform (CWT) spectrograms for spectral features extraction within the Vis-NIR spectra (380-1400 nm) to improve the accuracy of sugarcane diseases recognition. Using 130 sugarcane leaf samples, the obtained one-dimensional CWT coefficients from Vis-NIR spectra were transformed into two-dimensional spectrograms. Employing CNN, spectrogram features were extracted and incorporated into decision tree, K-nearest neighbour, partial least squares discriminant analysis, and random forest (RF) calibration models. The RF model, integrating spectrogram-derived features, demonstrated the best performance with an average precision of 0.9111, sensitivity of 0.9733, specificity of 0.9791, and accuracy of 0.9487. This study may offer a non-destructive, rapid, and accurate means to detect sugarcane diseases, enabling farmers to receive timely and actionable insights on the crops\' health, thus minimizing crop loss and optimizing yields.
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  • 文章类型: Journal Article
    12-氧代-植物二烯酸还原酶(OPR)在植物中发挥重要作用。然而,在甘蔗(甘蔗属植物。),在甘蔗中对其进行系统研究具有重要意义。这里,61ShOPR,32SsOPR,和36个SoOPR从R570(糖果类。杂交品种R570),AP85-441(Saccharumsponteum),和LA-紫色(甘蔗),分别。这些OPR被系统发育分为四组,具有相似结构的紧密基因。在进化过程中,OPR基因家族主要通过全基因组重复/片段事件扩增,主要进行纯化选择,而甘蔗OPR基因对各种胁迫的反应可能不同。Further,ScOPR2是一种组织特异性OPR,定位于细胞质和细胞膜,对水杨酸(SA)积极反应,茉莉酸甲酯,和黑穗病病原体(尖杉孢子囊)的压力,是从甘蔗克隆的.此外,它的瞬时过表达和稳定的过表达都增强了转基因植物对病原体感染的抗性,最有可能通过激活病原体相关的分子模式/模式识别受体触发的免疫,产生活性氧,启动丝裂原活化蛋白激酶级联反应。随后,SA的传播和过敏反应被触发,刺激防御相关基因的转录。这些发现为ScOPR2基因的抗病功能提供了见解。
    12-Oxo-phytodienoic acid reductases (OPRs) perform vital functions in plants. However, few studies have been reported in sugarcane (Saccharum spp.), and it is of great significance to systematically investigates it in sugarcane. Here, 61 ShOPRs, 32 SsOPRs, and 36 SoOPRs were identified from R570 (Saccharum spp. hybrid cultivar R570), AP85-441 (Saccharum spontaneum), and LA-purple (Saccharum officinarum), respectively. These OPRs were phylogenetically classified into four groups, with close genes similar structures. During evolution, OPR gene family was mainly expanded via whole-genome duplications/segmental events and predominantly underwent purifying selection, while sugarcane OPR genes may function differently in response to various stresses. Further, ScOPR2, a tissue-specific OPR, which was localized in cytoplasm and cell membrane and actively response to salicylic acid (SA), methyl jasmonate, and smut pathogen (Sporisorium scitamineum) stresses, was cloned from sugarcane. In addition, both its transient overexpression and stable overexpression enhanced the resistance of transgenic plants to pathogen infection, most probably through activating pathogen-associated molecular pattern/pattern-recognition receptor-triggered immunity, producing reactive oxygen species, and initiating mitogen-activated protein kinase cascade. Subsequently, the transmission of SA and hypersensitive reaction were triggered, which stimulated the transcription of defense-related genes. These findings provide insights into the function of ScOPR2 gene for disease resistance.
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  • 文章类型: Journal Article
    钙调磷酸酶B样蛋白(CBL)感知非生物胁迫触发的钙信号,并与CBL相互作用蛋白激酶(CIPK)相互作用,形成复杂的信号网络。本研究鉴定了糖精中的21个SsCBL和89个SsCIPK基因,甘蔗品种ZZ1中的90个ScCBL和367个ScCIPK基因。系统发育分析将CBL基因分为三组,CIPK基因分为25组,全基因组复制事件促进了它们在甘蔗中的扩增。RNA-seq分析显示它们通过ABA参与非生物胁迫反应,JA,和SA途径。从ZZ1克隆了四个ScCBL和八个ScCIPK。使用酵母双杂交系统和萤火虫荧光素酶互补成像检测了三种CBL-CIPK相互作用,显示CBL为膜蛋白,CIPKs为核蛋白。空间表达谱表明这些基因在各种组织中表达,在根中表达最高。基因表达分析表明,CBL-CIPK信号网络参与了对干旱的反应,盐,和活性氧,可能通过Ca2+诱导的激素途径。这些发现建立了三个响应非生物胁迫的CBL-CIPK信号网络,为提高甘蔗抗逆性提供了分子基础。
    Calcineurin B-like proteins (CBLs) perceive calcium signals triggered by abiotic stress and interact with CBL-interacting protein kinases (CIPKs) to form a complex signal network. This study identified 21 SsCBL and 89 SsCIPK genes in Saccharum spontaneum, and 90 ScCBL and 367 ScCIPK genes in the sugarcane cultivar ZZ1. Phylogenetic analysis classified CBL genes into three groups and CIPK genes into twenty-five groups, with whole-genome duplication events promoting their expansion in sugarcane. RNA-seq analysis revealed their involvement in abiotic stress responses through ABA, JA, and SA pathways. Four ScCBLs and eight ScCIPKs were cloned from ZZ1. Three CBL-CIPK interactions were detected using a yeast two-hybrid system and Firefly luciferase complementation imaging, showing CBLs as membrane proteins and CIPKs as nuclear proteins. Spatial expression profiles indicate these genes are expressed in various tissues, with the highest expression in roots. Gene expression analyses suggested that CBL-CIPK signaling networks are involved in responses to drought, salt, and reactive oxygen species, possibly through Ca2+-induced hormone pathways. These findings establish three CBL-CIPK signaling networks responding to abiotic stress, providing a molecular basis for improving sugarcane stress resistance.
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  • 文章类型: Journal Article
    在这项研究中,使用酿酒酵母开发了一个模型来模拟温度(T$T$)和初始底物浓度(S0${S}_{0}$)对乙醇浓度极限(Pmax${P}_{\\max}$)的影响。为了实现这一点,使用其他作者提供的Pmax${P}_{\\\max}$的数据进行回归,以建立依赖于T$T$和S${S}_{0}$的模型,能够预测具有统计学意义的结果。构建模型后,生成响应面以确定Pmax${P}_{\\max}$达到较高值的条件:温度在28°C至32°C之间,初始底物浓度约为200g/L。因此,所提出的模型与温度升高会降低获得的乙醇浓度的观察结果一致,和高于200g/L的底物浓度导致乙醇浓度降低,即使在低温下,如28°C。
    In this study, a model was developed to simulate the effect of temperature ( T $T$ ) and initial substrate concentration ( S 0 ${S}_{0}$ ) on the ethanol concentration limit ( P max ${P}_{\\max }$ ) using the yeast Saccharomyces cerevisiae. To achieve this, regressions were performed using data provided by other authors for P max ${P}_{\\max }$ to establish a model dependent on T $T$ and S 0 ${S}_{0}$ capable of predicting results with statistical significance. After constructing the model, a response surface was generated to determine the conditions where P max ${P}_{\\max }$ reaches higher values: temperatures between 28°C and 32°C and an initial substrate concentration around 200 g/L. Thus, the proposed model is consistent with the observations that increasing temperatures decrease the ethanol concentration obtained, and substrate concentrations above 200 g/L lead to a reduction in ethanol concentration even at low temperatures such as 28°C.
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  • 文章类型: Journal Article
    甘蔗黄叶病毒(SCYLV)可降低甘蔗生产力。基于逆转录-多酶等温快速扩增(RT-MIRA)结合CRISPR-Cas12a的新型检测系统,命名为RT-MIRA-CRISPR-Cas12a,已开发。这种创新的方法采用粗叶提取物直接作为反应模板,简化提取过程的简单性和速度。在一个反应管中组合RT-MIRA和CRISPR-Cas12a增加了操作的简易性,同时降低了气溶胶污染的风险。此外,它表现出与qPCR相当的灵敏度,具有25份的检测下限。值得注意的是,整个过程,从样品提取到反应完成,只需要52-57分钟,只是一个恒温水浴。结果可以用肉眼观察和判断。甘蔗黄叶病(SCYLD)是影响甘蔗产量的重要病毒病。迫切需要迅速,敏感,和稳定的检测方法。本研究建立的逆转录-多酶等温快速扩增联合CRISPR-Cas12a(RT-MIRA-CRISPR-Cas12a)方法特异性好,灵敏度高。此外,该体系与粗叶提取物具有良好的相容性和稳定性,如以下事实所示:当置于4°C时,阳性样品的粗提取物在1周后仍可稳定检测。RT-MIRA-CRISPR-Cas12a,逆转录聚合酶链反应(RT-PCR),采用逆转录-定量聚合酶链反应(RT-qPCR)检测33份甘蔗叶样品的SCYLV,发现三种方法得出了一致的结论。这种基于Cas12a的检测方法证明非常适合于SCYLV的快速现场检测。
    Sugarcane yellow leaf virus (SCYLV) can reduce sugarcane productivity. A novel detection system based on reverse transcription-multienzyme isothermal rapid amplification (RT-MIRA) combined with CRISPR-Cas12a, named RT-MIRA-CRISPR-Cas12a, was developed. This innovative approach employs crude leaf extract directly as the reaction template, streamlining the extraction process for simplicity and speed. Combining RT-MIRA and CRISPR-Cas12a in one reaction tube increases the ease of operation while reducing the risk of aerosol contamination. In addition, it exhibits sensitivity equivalent to qPCR, boasting a lower detection limit of 25 copies. Remarkably, the entire process, from sample extraction to reaction completion, requires only 52-57 minutes, just a thermostat water bath. The result can be observed and judged by the naked eye.IMPORTANCESugarcane yellow leaf disease (SCYLD) is an important viral disease that affects sugarcane yield. There is an urgent need for rapid, sensitive, and stable detection methods. The reverse transcription-multienzyme isothermal rapid amplification combined with CRISPR-Cas12a (RT-MIRA-CRISPR-Cas12a) method established in this study has good specificity and high sensitivity. In addition, the system showed good compatibility and stability with the crude leaf extract, as shown by the fact that the crude extract of the positive sample could still be stably detected after 1 week when placed at 4°C. RT-MIRA-CRISPR-Cas12a, reverse transcription polymerase chain reaction (RT-PCR), and reverse transcription-quantitative polymerase chain reaction (RT-qPCR) were used to detect SCYLV on 33 sugarcane leaf samples collected from the field, and it was found that the three methods reached consistent conclusions. This Cas12a-based detection method proves highly suitable for the rapid on-site detection of the SCYLV.
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  • 文章类型: Journal Article
    本调查是为了研究2020-2021年和2021-2022年在四个不同地点,即Pantnagar,14个甘蔗克隆的G×E相互作用和稳定性。Kashipur,Dhanauri(Haridwar),和Dhakrani(Dehradun)在10个月和12个月阶段的甘蔗产量(CY)和糖产量(SY)。这项研究旨在确定稳定的,适应不同环境条件的高产甘蔗无性系,提高北阿坎德邦农民的生产力和盈利能力,印度。组合方差分析揭示了克隆之间的显着差异(22.20%至29.54%的变异),环境(35%到39.62%的变化),以及CY和SY在两个阶段的相互作用(19.91%至24.16%的变化)。为了分析基因型和G×E相互作用的稳定性,采用GGE双作法。前两台PC为CY解释了77.94%,在10个月阶段,SY为74.39%,在GGE模型总变异的12个月阶段,SY为81.01%。GGE双图显示,对于CY来说,大型环境将CoPant16222和CoPant16223作为获胜基因型。对于SY来说,在10个月的阶段,CoPant17221和CoPant16222是两种不同环境中最好的克隆,在12个月的阶段,大型环境显示CoPant16222和CoPant16223是获胜的基因型。Dehradun(2020)和Kashipur(2020)被确定为选择广泛和专门适应的基因型的最佳测试环境,分别,CY和SY在10个月和12个月的阶段。简而言之,GGEbiplot分析确定了北阿坎德邦表现最佳的甘蔗克隆和最佳测试环境,印度。克隆CoPant16222对甘蔗和糖的产量显示出高的平均性能和稳定性,使其适合推荐给农民。
    The present investigation was taken up to study the G × E interaction and stability in 14 sugarcane clones during 2020-2021 and 2021-2022 at four different locations namely Pantnagar, Kashipur, Dhanauri (Haridwar), and Dhakrani (Dehradun) for cane yield (CY) and sugar yield (SY) at the 10-month and 12-month stages. The research aimed to identify stable, high-yielding sugarcane clones adaptable to diverse environmental conditions, enhancing productivity and profitability for farmers in Uttarakhand, India. The combined ANOVA revealed significant differences among the clones (22.20% to 29.54% variation), environments (35% to 39.62% variation), and their interactions (19.91% to 24.16% variation) for CY and SY at both stages. To analyze the stability of genotypes and G × E interactions, the GGE biplot method was employed. The first two PCs explained 77.94% for CY, 74.39% for SY at the 10-month stage, and 81.01% for SY at 12-month stage of the total variation of the GGE model. The GGE biplots revealed that for CY, the mega-environment exhibited CoPant 16222 and CoPant 16223 as the winning genotypes. For SY at the 10-month stage, CoPant 17221 and CoPant 16222 were the best clones in two different mega-environments, while at the 12-month stage, the mega-environment showed CoPant 16222 and CoPant 16223 as the winning genotypes. Dehradun (2020) and Kashipur (2020) were identified as the best test environments for selecting widely and specifically adapted genotypes, respectively, for CY and SY at the 10-month as well as 12-month stages. In a nutshell, GGE biplot analysis identified the best-performing sugarcane clones and best test environments in Uttarakhand, India. Clone CoPant 16222 showed high mean performance and stability for cane and sugar yield, making it suitable for recommendation to farmers.
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  • 文章类型: Journal Article
    获得信贷以及信息和通信技术(ICT)在加强小型甘蔗种植者的做法方面发挥着关键作用,影响他们的财务,社会,和经济福祉。然而,许多小农需要帮助获得这些资源,从而影响他们创造可持续收入的能力。本研究旨在评估影响采用ICT和获得信贷的因素及其对小农收入的后续影响。
    采用多级采样技术,选择了300名小规模农民作为研究参与者。使用递归双变量probit回归模型来评估影响采用ICT的因素,并使用选择性校正的普通最小二乘回归模型来估计ICT采用和获得信贷对小型甘蔗农民收入的协同作用。
    调查结果显示,大约77%的小农可以获得信贷,而超过80%的人采用了ICT。从递归二元概率(RBP)回归模型得出的结果表明,获得信贷,教育,和扩展支持对信通技术的采用产生了积极和重大的影响。相反,婚姻状况和非农收入对ICT的采用具有负面和显着影响。性别和婚姻状况与获得信贷呈显著正相关,而年龄,教育,非农收入对获得信贷表现出负向显著的关系。随后,选择性校正的普通最小二乘回归模型分析显示,性别、婚姻状况,扩展,政府支持,运输成本对农民收入的正向影响显著。相比之下,教育,就业状况,非农收入对收入表现出负的显著影响。
    研究得出的结论是,社会人口因素,比如性别,婚姻状况,扩展支持,政府支持,和运输成本,积极促进农民收入。小规模甘蔗农民参与其他非农业活动与农业收入减少有关。这意味着农民的生计选择减少了,因为他们只能将甘蔗发展作为收入来源。迫切需要对小规模农民进行信通技术教育,并为他们提供农业信贷。此外,推广工作者应向需要获得农业信贷援助的小农提供咨询支持。有必要对甘蔗农民进行不同的农业创收活动培训,以减少他们对甘蔗发展的过度依赖。通过解决已确定的社会人口因素并实施有针对性的政策干预措施,利益相关者可以为小农创造一个有利的环境,最终有助于甘蔗部门的可持续发展和南非更广泛的农业景观。
    UNASSIGNED: Access to credit and information and communication technology (ICT) plays a pivotal role in enhancing the practices of small-scale sugarcane farmers, impacting their financial, social, and economic wellbeing. However, many small-scale farmers need help accessing these resources, thereby affecting their ability to generate sustainable income. This study aimed to assess the factors influencing the adoption of ICT and access to credit and their subsequent impact on small-scale farmers\' income.
    UNASSIGNED: Employing a multistage sampling technique, 300 small-scale farmers were selected as participants in the study. The recursive bivariate probit regression model was used to assess the factors affecting adoption ICT and a selectivity-corrected ordinary least square regression model was utilized to estimate the synergistic effect of ICT adoption and access to credit on the income of small-scale sugarcane farmers.
    UNASSIGNED: The findings revealed that approximately 77% of small-scale farmers had access to credit, while more than 80% had adopted ICT. The results derived from the recursive bivariate probit (RBP) regression model indicated that access to credit, education, and extension support positively and significantly influenced the adoption of ICT. Conversely, marital status and non-farm income exhibited a negative and significant influence on the adoption of ICT. Gender and marital status were positively and significantly associated with access to credit, whereas age, education, and non-farm income showed a negative and significant relationship on access to credit. Subsequently, a selectivity-corrected ordinary least square regression model analysis revealed that factors such as gender, marital status, extension, government support, and transportation costs positively and significantly influenced farmer\'s income. In contrast, education, employment status, and non-farm income exhibited a negative and significant influence on income.
    UNASSIGNED: The study concludes that socio-demographic factors, such as gender, marital status, extension support, government support, and transportation costs, positively contribute to farmers\' income. Small-scale sugarcane farmer involvement in other non-farm activities is associated with reduced farm income. This implies that farmers\' livelihoods options are reduced as they can only focus on sugarcane development as a source of income. There is a pressing need to educate small-scale farmers on ICT and provide them with access to agricultural credit. Additionally, extension workers should offer advisory support to small-scale farmers requiring assistance in accessing agricultural credit. There is a need to train sugarcane farmers on different agricultural income generating activities to reduce their over-reliance on sugarcane development. By addressing the identified socio-demographic factors and implementing targeted policy interventions, stakeholders can foster an enabling environment for small-scale farmers to thrive, ultimately contributing to the sustainable development of the sugarcane sector and the broader agricultural landscape in South Africa.
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