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Unraveling Drought Tolerance and Sensitivity in Coffee Genotypes: Insights from Seed Traits, Germination, and Growth-Physiological Responses 揭示咖啡基因型的耐旱性和敏感性:来自种子性状、发芽和生长生理反应的见解
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-09-04 DOI: 10.3390/agriculture13091754
Habtamu Chekol, Yimegnu Bezuayehu, B. Warkineh, T. Shimber, A. Mierek‐Adamska, Grażyna B. Dąbrowska, Asfaw Degu
The coffee plant is highly susceptible to drought, and different genotypes exhibit varying degrees of tolerance to low soil moisture. The goal of this work was to explore the interrelation between seed traits and germination events, growth patterns, and physiological responses of coffee genotypes, aiming to identify significant associations that may facilitate the selection of coffee genotypes exhibiting enhanced drought tolerance and yield potential. Two consecutive experiments were conducted to examine the impact of these factors. In the first experiment, germination performance was examined for three groups of coffee genotypes: relatively tolerant (Ca74140, Ca74112, and Ca74110), moderately sensitive (Ca74158, Ca74165, and CaJ-21), and sensitive (Ca754, CaJ-19, and CaGeisha). The subsequent experiment focused on the growth and physiological responses of two relatively tolerant (Ca74110 and Ca74112) and two sensitive (CaJ-19 and Ca754) genotypes under drought stress condition. The relatively tolerant genotypes showed quicker and more complete germination compared to other groups. This was associated with higher moisture content, higher seed surface area to volume ratio, and higher coefficient of velocity of germination, coefficient of variation of germination time, and germination index. Additionally, the relatively tolerant genotypes showed higher seedling vigor. The results of the second experiment demonstrated superior growth performance in relative tolerant genotypes compared to the sensitive groups. Young coffee plants belonging to relatively tolerant genotypes exhibited higher growth performance than the sensitive genotypes, with a net assimilation rate strongly correlated to relative water content, leaf number, stomatal conductance, and chlorophyll-a. In addition, a strong correlation was exhibited between the growth of young coffee plants and the surface area to volume ratio of the seeds, as well as the germination percentage. The seedling vigor index showed a strong correlation with net assimilation rate, chlorophyll content, seedling growth, and cell membrane stability. Furthermore, principal component analysis illustrated distinct clustering of genotypes based on their germination and growth-physiological performance. Overall, the findings of this study suggest that seed traits, germination, and post-germination events are integral factors in determining drought tolerance and sensitivity, as well as the growth and physiological responses of adult coffee plants.
咖啡树对干旱非常敏感,不同的基因型对低土壤水分的耐受性不同。本研究的目的是探索种子性状与咖啡基因型萌发事件、生长模式和生理反应之间的相互关系,旨在发现可能有助于选择具有增强耐旱性和产量潜力的咖啡基因型的重要关联。我们进行了两个连续的实验来检验这些因素的影响。在第一个试验中,研究了三组咖啡基因型的萌发性能:相对耐受性(Ca74140、Ca74112和Ca74110)、中度敏感性(Ca74158、Ca74165和CaJ-21)和敏感性(Ca754、CaJ-19和caageisha)。随后的试验重点研究了干旱胁迫条件下2个相对耐受性基因型(Ca74110和Ca74112)和2个敏感性基因型(CaJ-19和Ca754)的生长和生理响应。相对耐受性较强的基因型相比其他组萌发更快、更完全。这与较高的水分含量、较高的种子表面积体积比、较高的发芽速度系数、发芽时间变异系数和发芽指数有关。此外,相对耐受的基因型表现出较高的幼苗活力。第二个试验的结果表明,相对耐受基因型的生长性能优于敏感组。相对耐受型咖啡幼树的生长性能高于敏感型,净同化速率与相对含水量、叶片数、气孔导度和叶绿素-a密切相关。此外,咖啡幼苗的生长与种子的表面积体积比和发芽率有很强的相关性。幼苗活力指数与净同化率、叶绿素含量、幼苗生长和细胞膜稳定性有较强的相关性。此外,主成分分析表明,基于发芽和生长生理性能的基因型具有明显的聚类性。总的来说,本研究的结果表明,种子性状、萌发和萌发后事件是决定成年咖啡树耐旱性和敏感性以及生长和生理反应的重要因素。
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引用次数: 0
Distribution Characteristics and Factors Influencing Culturable Bacterial Bioaerosols on a Dairy Farm in Northern China 中国北方某奶牛场可培养细菌生物气溶胶分布特征及影响因素
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-09-03 DOI: 10.3390/agriculture13091752
Lin Ru, Luyu Ding, Shuhui Deng, Qifeng Li, Wanying Zhao, Rong Wang, Jiawei Li, Yujian Lu, Chunxia Yao
Studying the distribution characteristics of bioaerosols and their interaction with the environment is crucial for dairy farms. The distribution of aerosols differs in dairy farming from farming of other livestock, and their sensitivity to environmental factors varies across sites. Field experiments were conducted in an intensive commercial dairy farm in Northern China to investigate the horizontal and vertical distribution of culturable bacterial bioaerosols. Concentration levels and particle size ranges were analyzed, and the impact of multiple environmental factors on culturable bacterial bioaerosols was assessed. Significant variations in culturable bacterial bioaerosol concentrations were observed across eight functional zones, ranging from 1.14 × 103 to 7.35 × 103 CFU/m3. Culturable bacterial bioaerosols exhibited consistent carrier distribution patterns across six different size ranges. Vertical analysis revealed significantly higher culturable bacterial bioaerosol concentrations at a 1 m height compared to 4 m (p < 0.05), while similar size distributions were observed at different heights of the same sampling location. The top three environmental factors influencing culturable bacterial bioaerosol concentrations were PM100 concentration, wind direction, and air temperature. This study provides insights into the distribution characteristics of culturable bacterial bioaerosols on dairy farms and their response to environmental factors. The findings serve as a reference for evaluating bioaerosol emissions and establishing daily disinfection management measures on dairy farms.
研究生物气溶胶的分布特征及其与环境的相互作用对奶牛场至关重要。气溶胶在奶牛养殖中的分布不同于其他牲畜养殖,它们对环境因素的敏感性也因地而异。在中国北方的一个集约化商业奶牛场进行了野外试验,研究了可培养细菌生物气溶胶的水平和垂直分布。分析了可培养细菌生物气溶胶的浓度水平和粒径范围,并评估了多种环境因素对可培养细菌生物气溶胶的影响。8个功能区的可培养细菌生物气溶胶浓度变化显著,范围为1.14 × 103 ~ 7.35 × 103 CFU/m3。可培养细菌生物气溶胶在六个不同大小范围内表现出一致的载体分布模式。垂直分析显示,1 m高度的可培养细菌生物气溶胶浓度显著高于4 m (p < 0.05),而同一采样位置不同高度的可培养细菌生物气溶胶浓度分布大小相似。影响可培养细菌生物气溶胶浓度的前3位环境因子是PM100浓度、风向和气温。本研究揭示了可培养细菌生物气溶胶在奶牛场的分布特征及其对环境因子的响应。研究结果可为奶牛养殖场生物气溶胶排放评价及制定日常消毒管理措施提供参考。
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引用次数: 0
The Productivity of Crop Rotation Depending on the Included Plants and Soil Tillage 作物轮作的生产力取决于所包括的植物和土壤耕作方式
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-09-03 DOI: 10.3390/agriculture13091751
M. Darguza, Zinta Gaile
Crop diversification in rotations is an important part of sustainable crop production. The aim of this research was to analyse soil tillage and crop rotation influence on the yield (t ha−1) of different field crops, their energy yield (GJ ha−1) and the economical profitability (EUR ha−1) of crop rotation. The field trial was conducted in Latvia during four harvest seasons (2017–2020) in a long-term experiment that started in 2009. Three crop rotations with a different share of winter wheat (Triticum aestivum) were studied: 100% wheat (repeated sowings), 67% wheat (three-year rotation with winter oilseed rape (Brassica napus ssp. oleifera) and two years following wheat) and 25% wheat (four-year rotation: field bean (Vicia faba)–wheat–winter oilseed rape–spring barley (Hordeum vulgare). Conventional and reduced soil tillage systems were used for rotation variants. Crop rotations “67% wheat” and “25% wheat” ensured significantly higher average wheat grain yields in comparison to “100% wheat”. Wheat and oilseed rape were the most valuable crops in terms of accumulated energy and economic value in this trial. Higher energy yields were gained from variants in the rotations “67% wheat” and “25% wheat”. Average gross profit was higher from crop rotations with diverse crops, mainly due to the positive forecrop effect on winter wheat.
作物轮作多样化是可持续作物生产的重要组成部分。本研究的目的是分析土壤耕作和轮作对不同大田作物产量(t ha - 1)、能量产量(GJ ha - 1)和轮作经济效益(EUR ha - 1)的影响。该长期试验于2009年开始,在拉脱维亚进行了四个收获季节(2017-2020年)的田间试验。研究了冬小麦(Triticum aestivum)三种不同轮作比例:100%小麦(重复播种),67%小麦(3年轮作,冬季油菜(Brassica napus ssp)。油豆(Vicia faba) -小麦-冬油菜-春大麦(Hordeum vulgare) 4年轮作。轮作变量采用常规和减少土壤耕作系统。与“100%小麦”轮作相比,“67%小麦”和“25%小麦”轮作确保了显著高于“100%小麦”的平均小麦产量。从累积能量和经济价值来看,小麦和油菜是最有价值的作物。“67%小麦”和“25%小麦”轮作的变异获得了更高的能量产量。不同作物轮作的平均毛利较高,主要是由于冬小麦的正面预收效应。
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引用次数: 1
Do Chinese Farmers Misuse Pesticide Intentionally or Not? 中国农民是否有意误用农药?
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-09-03 DOI: 10.3390/agriculture13091749
Li Zhao, Changwei Wang, Haiying Gu, Chengyan Yue
Nonstandard pesticide-application behavior leads to excessive pesticide residue and even affects the quality and safety of agricultural products and agricultural sustainability. Based on 968 valid samples randomly selected in Jiangsu Province of China, it focuses on the impact of incident shock and yield fluctuation avoidance on the pesticide-application behavior of farmers. Then, it investigated the impact of intentional factors, such as insufficient cognition and lack of knowledge, on their improper pesticide-application behavior. This study shows that, besides the pursuit of improper income, inadequate awareness and preventive actions to avoid operational risks are also important factors in farmers’ nonstandard pesticide application. In addition, the study also shows that farmers who understand the responsibility unit of agricultural product quality and safety supervision are more inclined to choose standardized application of pesticides. The higher the education level of farmers, the higher the probability of standardized application of pesticides. Therefore, farmers’ nonstandard pesticide-application behavior is largely due to the farmers’ insufficient awareness of the harm of pesticide residues or the lack of trust in the efficacy of pesticides. Moreover, the study also shows that adverse selection phenomenon exists in pesticide-application training.
不规范的施药行为导致农药残留超标,甚至影响农产品的质量安全和农业的可持续性。基于江苏省随机抽取的968份有效样本,研究事件冲击和产量波动规避对农户施药行为的影响。然后,调查了认知不足、知识缺乏等故意因素对其不当施药行为的影响。本研究表明,除了对不当收入的追求外,对操作风险的防范意识不足也是造成农民不规范施用农药的重要因素。此外,研究还表明,了解农产品质量安全监管责任单位的农民更倾向于选择标准化施用农药。农民受教育程度越高,标准化施用农药的概率越高。因此,农民的不规范施药行为很大程度上是由于农民对农药残留危害认识不足或对农药药效缺乏信任。此外,研究还表明,在农药施用培训中存在逆向选择现象。
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引用次数: 0
“Orange” Wine—The Resurgence of an Ancient Winemaking Technique: A Review “橙”酒——一种古老酿酒技术的复兴
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-09-03 DOI: 10.3390/agriculture13091750
Bettina-Cristina Buican, L. Colibaba, C. Luchian, S. Kallithraka, V. Cotea
Over the past few decades, there has been a notable paradigm shift worldwide, affecting people’s preferences and decisions regarding both food and beverage options. These factors have sparked a newfound fascination among winemakers, wine enthusiasts, and consumers alike, as they explore the notion of reconnecting with a bygone era and embracing a lifestyle reminiscent of the past. “Orange” wine, a product derived from white grapes, encapsulates the intriguing allure of ancient winemaking methods that trace their roots back to Georgia. The method enables an elevated presence of phenolic compounds, which can have a favorable influence on the sensory characteristics of the wines or their behavior during oxidative processes. Given the scarcity of widespread knowledge, this overview aims to provide a comprehensive understanding of the historical evolution of winemaking and its various transformations over the years. It delves into the intricacies of winemaking technology, particularly focusing on the unique utilization of qvevri vessels. In addition to traditional sources, this review examines the influence of winemaking technology and the utilization of special vessels on the characteristics of “orange” wines. It explores the unique traits that develop in these wines as a result of prolonged maceration. By considering the impact of these factors, the review offers insights into the distinct qualities and attributes that emerge in “orange” wines during the winemaking process.
在过去的几十年里,世界范围内发生了显著的范式转变,影响了人们对食品和饮料选择的偏好和决定。这些因素在酿酒师、葡萄酒爱好者和消费者之间引发了一种新的迷恋,他们探索与过去时代重新联系的概念,拥抱一种让人想起过去的生活方式。“橙”酒是一种从白葡萄中提取的产品,它体现了古老酿酒方法的迷人魅力,这种方法的根源可以追溯到格鲁吉亚。该方法能够提高酚类化合物的存在,这可以对葡萄酒的感官特性或其氧化过程中的行为产生有利的影响。鉴于广泛知识的稀缺性,本概述旨在提供葡萄酒酿造的历史演变及其多年来的各种转变的全面理解。它深入研究了葡萄酒酿造技术的复杂性,特别侧重于qvevri容器的独特利用。除传统来源外,本文还探讨了酿酒技术和特殊容器的使用对“橙”酒特性的影响。它探索了在这些葡萄酒中由于长时间浸渍而产生的独特特征。通过考虑这些因素的影响,这篇评论提供了对“橙色”葡萄酒在酿酒过程中出现的独特品质和属性的见解。
{"title":"“Orange” Wine—The Resurgence of an Ancient Winemaking Technique: A Review","authors":"Bettina-Cristina Buican, L. Colibaba, C. Luchian, S. Kallithraka, V. Cotea","doi":"10.3390/agriculture13091750","DOIUrl":"https://doi.org/10.3390/agriculture13091750","url":null,"abstract":"Over the past few decades, there has been a notable paradigm shift worldwide, affecting people’s preferences and decisions regarding both food and beverage options. These factors have sparked a newfound fascination among winemakers, wine enthusiasts, and consumers alike, as they explore the notion of reconnecting with a bygone era and embracing a lifestyle reminiscent of the past. “Orange” wine, a product derived from white grapes, encapsulates the intriguing allure of ancient winemaking methods that trace their roots back to Georgia. The method enables an elevated presence of phenolic compounds, which can have a favorable influence on the sensory characteristics of the wines or their behavior during oxidative processes. Given the scarcity of widespread knowledge, this overview aims to provide a comprehensive understanding of the historical evolution of winemaking and its various transformations over the years. It delves into the intricacies of winemaking technology, particularly focusing on the unique utilization of qvevri vessels. In addition to traditional sources, this review examines the influence of winemaking technology and the utilization of special vessels on the characteristics of “orange” wines. It explores the unique traits that develop in these wines as a result of prolonged maceration. By considering the impact of these factors, the review offers insights into the distinct qualities and attributes that emerge in “orange” wines during the winemaking process.","PeriodicalId":48587,"journal":{"name":"Agriculture-Basel","volume":"32 1","pages":""},"PeriodicalIF":3.6,"publicationDate":"2023-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80197902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Impact of Cultivation Systems on Weed Suppression and the Canopy Architecture of Spring Barley 不同栽培制度对春大麦杂草抑制及冠层结构的影响
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-09-02 DOI: 10.3390/agriculture13091747
Roman Wacławowicz, Magdalena Giemza, Elżbieta Pytlarz, A. Wenda-Piesik
Under the pro-environmental principles of agricultural production, soil cultivation and organic fertilization are of particular importance as strategical elements in reducing weed infestation in the context of sustainable agriculture. The aim of this study was to determine the effect of long-term practices that are used in regenerative agriculture (reducing soil tillage, cover crop management, and mineral nitrogen fertilization) on canopy weed infestation and the elements of spring barley architecture. Understanding the impact of the studied factors influences decision-making regarding weed infestation control, and thus may contribute to a reduction in herbicide use. A two-factor field experiment was conducted using the split-plot method. The main factors were four cultivation methods: 1. conventional tillage without a cover crop, 2. conventional tillage + cover crop, 3. reduced tillage + cover crop, and 4. no tillage + cover crop. The subplot factor was differentiated via nitrogen fertilization, at 40, 80, or 120 kg N∙ha−1. The research covered canopy weed infestation and the parameters of spring barley canopy architecture. The species composition; the number and weight of weeds; and, for barley, the leaf area index (LAI), density, length, and tillers were determined. The test results were statistically analyzed (ANOVA) in a series of experiments while using Tukey’s test for a significance level of p = 0.05. Additionally, simple linear regression analysis, principal component analysis (PCA), and data clustering (CA) were utilized. The study showed that simplified tillage contributed to reducing the number of weeds in the barley tillering stage, while also contributing to an increase in weed infestation during grain harvest. Plowing in the cover crop did not reduce the presence of undesirable plants in the canopy, while increasing doses of nitrogen fertilization contributed to a reduction in the number of weeds without affecting their mass. Weed infestation was also affected by meteorological conditions. Increased rainfall in the early stages of barley development benefits the number of weeds, especially in terms of traditional cultivation. Simplified tillage resulted in a reduction in barley density, height, and LAI, as well as an increase in the branching of the tested cereal. A significant negative correlation was also found between the weed infestation of the barley canopy and the characteristics of the canopy architecture. The PCA showed that the highest tillering of barley was provided at the lowest intensity of weed infestation. In turn, the CA indicated that the significantly higher LAI that resulted from a higher density and length of barley was attributed to the simplified cultivation treatments and the practice of direct sowing. It is a comprehensive method that can favor barley growth and development conditions while weakening weed infestation potential.
在农业生产的亲环境原则下,土壤栽培和有机施肥作为可持续农业背景下减少杂草侵害的战略要素尤为重要。本研究的目的是确定再生农业中使用的长期做法(减少土壤耕作,覆盖作物管理和矿物氮肥)对冠层杂草侵扰和春大麦结构要素的影响。了解所研究因素的影响可以影响杂草侵染控制的决策,从而有助于减少除草剂的使用。采用裂图法进行了双因素田间试验。主要影响因素有四种栽培方法:1.栽培方法;2.不种植覆盖作物的传统耕作;常规耕作+覆盖作物;减少耕作+覆盖作物;免耕+覆盖作物。在40、80和120 kg N∙ha−1的施氮量下,亚样因子被分化。研究了春大麦冠层杂草侵染及冠层结构参数。物种组成;杂草的数量和重量;测定大麦叶面积指数(LAI)、密度、长度和分蘖数。对一系列实验的检验结果进行统计学分析(ANOVA),采用Tukey检验,p = 0.05为显著性水平。此外,采用简单线性回归分析、主成分分析(PCA)和数据聚类分析(CA)。研究表明,简化耕作有助于减少大麦分蘖期杂草的数量,但也会增加谷物收获期杂草的侵害。在覆盖作物中耕作并没有减少冠层中不受欢迎的植物的存在,而增加氮肥的剂量有助于减少杂草的数量而不影响它们的质量。杂草的发生也受气象条件的影响。在大麦生长的早期阶段增加降雨有利于杂草的数量,特别是在传统栽培方面。简化耕作导致大麦密度、高度和叶面积指数降低,并增加了所测谷物的分枝。大麦冠层杂草侵染与冠层结构特征呈显著负相关。主成分分析表明,在杂草侵害强度最小的情况下,大麦分蘖率最高。反过来,CA表明,由于大麦密度和长度的增加,LAI显著增加,这归因于简化的栽培处理和直接播种的做法。是一种既有利于大麦生长发育,又能降低杂草侵害潜力的综合治理方法。
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引用次数: 1
Apulian Autochthonous Olive Germplasm: A Promising Resource to Restore Cultivation in Xylella fastidiosa-Infected Areas 阿普利亚原生橄榄种质:一种有希望恢复猪瘟木杆菌疫区栽培的资源
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-09-02 DOI: 10.3390/agriculture13091746
M. Savoia, V. Fanelli, M. Miazzi, F. Taranto, Silvia Procino, L. Susca, Vito Montilon, Oriana Potere, Franco Nigro, C. Montemurro
The olive tree (Olea europaea subsp. europaea var. europaea) represents the cornerstone crop of Apulian agriculture, which is based on the production of oil and table olives. The high genetic variability of the Apulian olive germplasm is at risk of genetic erosion due to social, economic, and climatic changes. Furthermore, since 2013, the spread of the Gram-negative bacterium Xylella fastidiosa subsp. pauca responsible for the olive quick decline syndrome (OQDS) has been threatening olive biodiversity in Apulia, damaging the regional economy and landscape heritage. The aim of this study was to investigate the differential response to X. fastidiosa infection in a collection of 100 autochthonous Apulian olive genotypes, including minor varieties, F1 genotypes, and reference cultivars. They were genotyped using 10 SSR markers and grown for 5 years in an experimental field; then, they were inoculated with the bacterium. Symptom assessments and the quantification of bacterium using a qPCR assay and colony forming units (CFUs) were carried out three and five years after inoculation. The study allowed the identification of nine putatively resistant genotypes that represent a first panel of olive germplasm resources that are useful both for studying the mechanisms of response to the pathogen and as a reserve for replanting in infected areas.
橄榄树(Olea europaea subsp.)欧洲橄榄(europaea,变种,europaea)是阿普利亚农业的基石作物,以生产油和食用橄榄为基础。由于社会、经济和气候变化,阿普利亚橄榄种质的高遗传变异性面临遗传侵蚀的风险。此外,自2013年以来,革兰氏阴性杆菌苛养木杆菌亚种的传播。导致橄榄快速衰退综合征(OQDS)的pauca威胁着阿普利亚地区的橄榄生物多样性,破坏了区域经济和景观遗产。本研究的目的是研究100个阿普利亚橄榄本地基因型(包括次要品种、F1基因型和参考品种)对挑剔螺旋体感染的差异反应。利用10个SSR标记进行基因分型,并在试验田培养5年;然后,他们接种了这种细菌。接种后3年和5年,使用qPCR测定和菌落形成单位(cfu)进行症状评估和细菌定量。该研究鉴定了9个假定的抗性基因型,它们代表了橄榄种质资源的第一个小组,这些种质资源既可用于研究对病原体的反应机制,也可作为在感染地区重新种植的储备。
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引用次数: 0
The Impact of Digital Financial Inclusion on Green and Low-Carbon Agricultural Development 数字普惠金融对绿色低碳农业发展的影响
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-09-02 DOI: 10.3390/agriculture13091748
Yan Liu, Ya Deng, Binyao Peng
Under the “two-carbon” goal, the green and low-carbon development of agriculture is a critical way to consummate agricultural modernization and high-quality economic establishment. Digital inclusive finance eases credit restrictions. It enhances the availability of funds for farmers. It promotes the integration of agricultural industries and talent gathering through digitalization, improves the standard of agricultural production and promotes the development of green and low-carbon agricultural modernization in China. This paper uses panel data for 2011–2021, which includes 31 provinces in China. Green and low-carbon development indicators of agriculture were constructed and calculated, and the comprehensive horizontal spatial differentiation map of GIS technology was used for analysis. A spatial panel model was set up at the same time, to explore the impact and mechanism test of digital financial inclusion on the green and low-carbon development of agriculture, and regional heterogeneity was analyzed. (1) Digital financial inclusion can promote the green and low-carbon development of agriculture, and its influence has a positive spatial spillover effect. (2) The education level of the labor force plays an intermediary role and is the transmission mechanism of digital financial inclusion and the green and low-carbon development of agriculture. (3) The impact of digital financial inclusion on green and low-carbon agricultural development has regional heterogeneity.
在“两碳”目标下,农业绿色低碳发展是实现农业现代化和高质量经济建设的重要途径。数字普惠金融缓解了信贷限制。它增加了农民获得资金的机会。它通过数字化促进农业产业融合和人才聚集,提高农业生产水平,促进中国绿色低碳农业现代化发展。本文使用2011-2021年的面板数据,其中包括中国31个省份。构建并计算农业绿色低碳发展指标,利用GIS技术的综合水平空间分异图进行分析。同时建立空间面板模型,探讨数字普惠金融对农业绿色低碳发展的影响及机制检验,并分析区域异质性。(1)数字普惠金融能够促进农业绿色低碳发展,其影响具有正向的空间溢出效应。(2)劳动力受教育程度起中介作用,是数字普惠金融与农业绿色低碳发展的传导机制。(3)数字普惠金融对绿色低碳农业发展的影响具有区域异质性。
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引用次数: 1
Does the Identification of Important Agricultural Heritage Systems Promote Economic Growth? Empirical Analysis Based on County Data from China 重要农业文化遗产系统的认定是否促进经济增长?基于中国县域数据的实证分析
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-09-02 DOI: 10.3390/agriculture13091745
Jingyi Li, Jiaxin He, Lun Yang, Qingwen Min
The protection and management of important agricultural heritage systems (IAHS) are essential to the sustainable economic and social development of heritage sites. Using the time-varying difference-in-differences (DID) model, this paper analyzes the influence of the identification of IAHS on economic growth and compares the difference between Globally Important Agricultural Heritage Systems (GIAHS) and China’s Nationally Important Agricultural Heritage Systems (China-NIAHS). The results show that the identification of IAHS can significantly promote the economic growth of heritage sites, and the identification of GIAHS has a stronger role. Heterogeneity analysis shows that the economic driving effect of IAHS identification on heritage sites is affected by geographical location and poverty. The economic driving effect is stronger in Western China and in relatively poor areas. In addition, the influencing mechanism of regional economic growth after IAHS identification is discussed. The results show that IAHS identification can promote the development of the grain processing industry and the improvement of infrastructure construction, so as to increase the added value of secondary industries at heritage sites. Moreover, the level of heritage recognition leads to different policy tendencies. Among these, GIAHS identification significantly promotes investment growth, while China-NIAHS identification significantly promotes the population agglomeration of heritage sites.
重要农业文化遗产系统的保护和管理对文化遗产的可持续经济和社会发展至关重要。利用时变差异中差(DID)模型,分析了农业文化遗产认定对经济增长的影响,并比较了全球重要农业文化遗产(GIAHS)与中国国家重要农业文化遗产(China- niahs)的差异。结果表明,IAHS的认定能够显著促进遗产地的经济增长,其中GIAHS的认定作用更强。异质性分析表明,IAHS认定对遗产地的经济驱动效应受地理位置和贫困程度的影响。西部地区和相对贫困地区的经济带动作用更强。此外,本文还探讨了IAHS认定后区域经济增长的影响机制。结果表明,IAHS认定可以促进粮食加工业的发展和基础设施建设的改善,从而提高遗产地第二产业的附加值。此外,文化遗产认可度的高低导致了不同的政策倾向。其中,GIAHS认定显著促进投资增长,China-NIAHS认定显著促进遗产地人口集聚。
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引用次数: 0
Origin Intelligent Identification of Angelica sinensis Using Machine Vision and Deep Learning 基于机器视觉和深度学习的当归原产地智能识别
IF 3.6 2区 农林科学 Q1 AGRONOMY Pub Date : 2023-09-02 DOI: 10.3390/agriculture13091744
Zimei Zhang, Jianwei Xiao, Shanyu Wang, Min Wu, Wenjie Wang, Ziliang Liu, Zhian Zheng
The accurate identification of the origin of Chinese medicinal materials is crucial for the orderly management of the market and clinical drug usage. In this study, a deep learning-based algorithm combined with machine vision was developed to automatically identify the origin of Angelica sinensis (A. sinensis) from eight areas including 1859 samples. The effects of different datasets, learning rates, solver algorithms, training epochs and batch sizes on the performance of the deep learning model were evaluated. The optimized hyperparameters of the model were the dataset 4, learning rate of 0.001, solver algorithm of rmsprop, training epochs of 6, and batch sizes of 20, which showed the highest accuracy in the training process. Compared to support vector machine (SVM), K-nearest neighbors (KNN) and decision tree, the deep learning-based algorithm could significantly improve the prediction performance and show better robustness and generalization performance. The deep learning-based model achieved the highest accuracy, precision, recall rate and F1_Score values, which were 99.55%, 99.41%, 99.49% and 99.44%, respectively. These results showed that deep learning combined with machine vision can effectively identify the origin of A. sinensis.
准确鉴别中药材的产地,对市场的有序管理和临床用药至关重要。本研究采用深度学习与机器视觉相结合的算法,从8个地区1859个样本中自动识别当归(a . sinensis)的产地。评估了不同数据集、学习率、求解器算法、训练时代和批大小对深度学习模型性能的影响。优化后的模型超参数为数据集4,学习率为0.001,求解器算法为rmsprop,训练epoch为6,batch size为20,在训练过程中表现出最高的准确率。与支持向量机(SVM)、k近邻(KNN)和决策树相比,基于深度学习的算法能够显著提高预测性能,并表现出更好的鲁棒性和泛化性能。基于深度学习的模型准确率、精密度、召回率和F1_Score值最高,分别为99.55%、99.41%、99.49%和99.44%。这些结果表明,深度学习与机器视觉相结合可以有效地识别中华按蚊的起源。
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Agriculture-Basel
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