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Extension Experts‘ Intentions to use Precision Agricultural Technologies, a Test with the Technology Acceptance Model 推广专家使用精准农业技术的意愿,技术接受模式测试
IF 1.4 Q3 Agricultural and Biological Sciences Pub Date : 2024-06-01 DOI: 10.2478/ata-2024-0012
Asghar Bagheri, Javad Tarighi, Naier Emami, Mariusz Szymanek
Abstract Precision agriculture (PA) is a farm management strategy that relies on various technologies to improve the productivity and sustainability of farming operations. The adoption of PA entails on-farm and off-farm benefits; however, the adoption rates remain low in Iran. Using the socio-psychological framework of the technology acceptance model (TAM), this study examined agricultural extension experts‘ intentions to use precision agricultural technologies (PATs) in Ardabil province, Iran. Structural equation modelling (SEM-PLS) was used to map the components of the TAM (perceived usefulness, perceived ease of use, and attitudes toward PATs). All the components of the TAM showed a significant effect on experts‘ intentions, confirming the importance of socio-psychological variables in predicting agricultural experts‘ decision to apply PATs. Experts perceived PATs as helpful and relatively easy to use. In addition, they had positive attitudes toward PATs and intended to use most PA technologies. The TAM posits that two attitudinal components of perceived usefulness (PU) and perceived ease of use (PEU) determine acceptance and use. PU is the degree to which one believes using technology would enhance job performance, while PEU is the degree to which using technology is free of effort. The results showed that PEU and PU had a positive impact on attitudes. The three constructs positively affected behavioural intention toward the application of PATs and explained 68.8% of the variance of this construct. Due to the novelty of PA in the country, PEU was the most critical determinant of intention.
摘要 精确农业(PA)是一种农场管理战略,依靠各种技术来提高农业生产率和可持续性。采用精准农业技术会给农场内外带来好处,但在伊朗采用率仍然很低。本研究采用技术接受模型(TAM)的社会心理框架,考察了伊朗阿尔达比勒省农业推广专家使用精准农业技术(PATs)的意向。研究采用结构方程模型(SEM-PLS)绘制了技术接受模型的各组成部分(感知有用性、感知易用性和对精准农业技术的态度)。TAM 的所有组成部分都对专家的意向有显著影响,这证实了社会心理变量在预测农业专家应用 PATs 的决策中的重要性。专家们认为专利自动评估技术很有帮助,而且相对容易使用。此外,专家们对农业试验技术持积极态度,并打算使用大多数农业试验技术。该理论认为,感知有用性(PU)和感知易用性(PEU)这两个态度成分决定了接受和使用情况。PU 是指人们认为使用技术能提高工作绩效的程度,而 PEU 则是指使用技术不费吹灰之力的程度。结果显示,PEU 和 PU 对态度有积极影响。这三个构念对应用 PAT 的行为意向产生了积极影响,并解释了该构念 68.8% 的方差。由于 PA 在我国的新颖性,PEU 是决定意向的最关键因素。
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引用次数: 0
Evaluating Required Heat Flow by Software Analyses in Greenhouses: Case Study of Iran 通过软件分析评估温室所需的热流量:伊朗案例研究
IF 1.4 Q3 Agricultural and Biological Sciences Pub Date : 2024-06-01 DOI: 10.2478/ata-2024-0015
Ehsan FARTASH NAEİMİ, G. Gürdil, Roman Gálik, B. Demirel
Abstract The greenhouse sector is responsible for the largest proportion of total final energy consumption in agriculture. One effective method to reduce overall energy consumption in greenhouses is through an economical and efficient control strategy. In this study, a computer program was developed using the Visual Basic programming language to calculate the required heat flow for the growth and cultivation of greenhouse crops in most cities of Iran. The results indicated that the plastic covering material with double artificial plates was superior to other materials in maintaining internal heat. In the cities of Shiraz and Yazd, it was possible to cultivate pepper, tomato, cucumber, rose, lettuce, and strawberry with heat flow within the range of 0–24 kW and 0–30 kW, respectively. For colder cities such as Tabriz and Arak, the investigated parameter was calculated to be within the ranges of 24–70 kW and 17–63 kW, respectively. When comparing two other greenhouse covering materials, the minimum and maximum heat flow required for lettuce (glass with steel frame – Yazd and Shiraz) and rose cultivation (glass single plate – Tabriz) were observed to be 0 kW and 156.75 kW, respectively.
摘要 温室部门在农业最终能源消耗总量中所占比例最大。降低温室总能耗的一个有效方法是采用经济高效的控制策略。本研究使用 Visual Basic 编程语言开发了一个计算机程序,用于计算伊朗大多数城市温室作物生长和栽培所需的热流量。结果表明,带有双层人造板的塑料覆盖材料在保持内部热量方面优于其他材料。在设拉子市和亚兹德市,辣椒、番茄、黄瓜、玫瑰、莴苣和草莓的栽培所需的热流量范围分别为 0-24 千瓦和 0-30 千瓦。对于大不里士和阿拉克等寒冷城市,经计算,所调查的参数范围分别为 24-70 千瓦和 17-63 千瓦。在比较其他两种温室覆盖材料时,发现生菜(钢架玻璃 - 亚兹德和设拉子)和玫瑰栽培(玻璃单板 - 大不里士)所需的最小和最大热流量分别为 0 千瓦和 156.75 千瓦。
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引用次数: 0
Optimisation and Modelling of Soil Pulverisation Index Using Response Surface Methodology for Disk Harrow Under Different Operational Conditions 在不同操作条件下,利用响应面方法对圆盘耙的土壤粉碎指数进行优化和建模
IF 1.4 Q3 Agricultural and Biological Sciences Pub Date : 2024-06-01 DOI: 10.2478/ata-2024-0011
A. J. Nassir, Marwan N. Ramadhan, Ali A. Alwan, Sadiq Muhsin
Abstract The study aimed to determine the optimal pulverisation index of soil for disk harrow by modelling. A mathematical model was developed using a Design-Expert software and response surface methodology. Experiments were carried out in silty loamy soil with three different levels of soil moisture content of 9.25%, 17.56%, and 22.32%, operating depths of 10 cm, 15 cm, and 20 cm, and operating speeds of 3.17, 4.85, and 5.47 km·h-1. The quadratic model proposed by the Design-Expert software was statistically significant (P <0.01), with a strong correlation relationship (R2 = 0.989) between actual and predicted soil pulverisation index values. The adequacy precision achieved at 41.84 showed the models‘ ability to navigate the design space. However, statistical analysis, using the t-test and P-value, showed the actual and predicted values have no significant differences in the pulverisation index of soil. The optimal soil pulverisation index (8.61 mm) was achieved with a desirability of 1.00, at a soil moisture content of 14.43%, an operating depth of 11.64 cm, and a forward speed of 5.30 km·h-1. Model validation confirmed acceptability (R2 = 0.974) and a 99% accuracy in predicting the soil pulverisation index.
摘要 该研究旨在通过建模确定圆盘耙的最佳土壤粉碎指数。使用 Design-Expert 软件和响应面方法建立了一个数学模型。实验在淤泥质壤土中进行,土壤含水量分别为 9.25%、17.56% 和 22.32%,作业深度分别为 10 厘米、15 厘米和 20 厘米,作业速度分别为 3.17、4.85 和 5.47 km-h-1。Design-Expert 软件提出的二次方模型具有显著的统计学意义(P <0.01),实际和预测土壤粉碎指数值之间具有很强的相关关系(R2 = 0.989)。达到 41.84 的适当精度表明模型有能力驾驭设计空间。然而,使用 t 检验和 P 值进行的统计分析显示,土壤粉碎指数的实际值和预测值没有显著差异。在土壤含水量为 14.43%、工作深度为 11.64 厘米、前进速度为 5.30 公里/小时-1 的条件下,达到了最佳土壤粉碎指数(8.61 毫米),可取性为 1.00。模型验证确认了预测土壤粉碎指数的可接受性(R2 = 0.974)和 99% 的准确性。
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引用次数: 0
Evaluation of Service Brake Braking of Selected Group of Vehicles Depending on Wear of Brake System‘s Parts 根据制动系统部件磨损情况评估选定车辆组的行车制动情况
IF 1.4 Q3 Agricultural and Biological Sciences Pub Date : 2024-06-01 DOI: 10.2478/ata-2024-0014
P. Kozuch, L. Hujo, J. Kaszkowiak, M. Markiewicz-Patalon
Abstract The paper deals with the evaluation of service brake braking of a selected group of vehicles depending on the wear of brake system‘s parts. During the research, the technical condition of brake systems, the degree of wear of brake discs, brake pads, and the measurement of braking forces using a roller brake tester was monitored and evaluated on a sample of 16 intercity buses for a period of three years. The measurement was carried out on 2 selected intercity buses SOR C 10.5 and IVECO Crossway. The maximum braking forces on both axles of buses were measured using a roller brake tester. Then, the percentage braking of the vehicle was calculated and compared with the minimum required braking according to applicable legislation. Based on the inspection of technical condition of brake pads and discs, it was possible to detect the wear and tear of these elements of the brake system (which was manifested during the inspection of the vehicle on the roller brake tester), and it was also possible to record the insufficient value of the required minimum braking during the calculation.
摘要 本文根据制动系统部件的磨损情况,对选定车辆组的行车制动进行了评估。研究期间,对 16 辆城际公交车进行了为期三年的制动系统技术状况、制动盘和制动片磨损程度的监测和评估,并使用辊式制动测试仪测量了制动力。测量在两辆选定的城际公交车 SOR C 10.5 和 IVECO Crossway 上进行。使用辊式制动测试仪测量了巴士两轴上的最大制动力。然后,计算出车辆的制动百分比,并与适用法律规定的最低制动要求进行比较。根据对制动片和制动盘技术状况的检查,可以检测出制动系统中这些元件的磨损情况(在滚轴制动测试仪上对车辆进行检查时显示出来),还可以在计算过程中记录所需的最低制动值不足的情况。
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引用次数: 0
Identification of Armyworm-Infected Leaves in Corn by Image Processing and Deep Learning 通过图像处理和深度学习识别玉米中受棉铃虫感染的叶片
IF 1.4 Q3 Agricultural and Biological Sciences Pub Date : 2024-06-01 DOI: 10.2478/ata-2024-0013
Nadia Saadati, R. Pourdarbani, S. Sabzi, José Luis Hernandez-Hernandez
Abstract Corn is rich in fibre, vitamins, and minerals, and it is a nutritious source of carbohydrates. The area under corn cultivation is very large because, in addition to providing food for humans and animals, it is also used for raw materials for industrial products. Corn cultivation is exposed to the damage of various pests such as armyworm. A regional monitoring of pests is intended to actively track the population of this pest in a specific geography; one of the ways of monitoring is using the image processing technology. Therefore, the aim of this research was to identify healthy and armyworm-infected leaves using image processing and deep neural network in the form of 4 structures named AlexNet, DenseNet, EfficientNet, and GoogleNet. A total of 4500 images, including healthy and infected leaves, were collected. Next, models were trained by train data. Then, test data were evaluated using the evaluation criteria such as accuracy, precision, and F score. Results indicated all the classifiers obtained the precision above 98%, but the EfficientNet-based classifier was more successful in classification with the precision of 100%, accuracy of 99.70%, and F-score of 99.68%.
摘要 玉米富含纤维、维生素和矿物质,是碳水化合物的营养来源。玉米种植面积非常大,因为玉米除了为人类和动物提供食物外,还可用作工业产品的原材料。玉米种植会受到各种害虫的危害,如玉米螟。对害虫进行区域监测的目的是积极跟踪这种害虫在特定地域的数量;其中一种监测方法是使用图像处理技术。因此,本研究的目的是利用图像处理和深度神经网络(4 种结构,分别名为 AlexNet、DenseNet、EfficientNet 和 GoogleNet)来识别健康叶片和受红铃虫感染的叶片。研究共收集了 4500 张图像,其中包括健康叶片和受感染叶片。然后,通过训练数据对模型进行训练。然后,使用准确率、精确度和 F 分数等评估标准对测试数据进行评估。结果表明,所有分类器的精确度都在 98% 以上,但基于 EfficientNet 的分类器分类更成功,精确度为 100%,准确度为 99.70%,F 分数为 99.68%。
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引用次数: 0
Sustainable Bioproduct Production via Anaerobic Bioconversion by Landfill Soil Inoculum in Various Carbohydrate Wastes 通过垃圾填埋场土壤接种物对各种碳水化合物废物的厌氧生物转化实现可持续生物产品生产
IF 1.4 Q3 Agricultural and Biological Sciences Pub Date : 2024-06-01 DOI: 10.2478/ata-2024-0009
Andriy Anta Kacaribu, Darwin
Abstract This study evaluates anaerobic bioconversion using landfill-derived microbes to produce volatile fatty acids (VFAs) as bioproducts. The research was conducted using different substrates, including elephant grass, starch waste, and fruit waste. Landfill-derived microbes collected from the landfill site were used as inoculum. The results show that the carbohydrate composition in the substrate affects VFA production. Simpler substrates, such as starch waste and fruit waste, produced more VFAs (approximately 50 mmol · L–1) than that of more complex substrate of grass (approximately 25 mmol · L–1). The results showed that using simpler substrates (i.e. starch and fruit waste) produce VFAs two times higher than that of the complex substrate or lignocellulosic biomass-based feedstock (i.e. grass). These findings provide valuable insights into the potential use of landfill-derived microbes in the anaerobic bioconversion process to produce VFAs. By understanding the influence of carbohydrate composition, we can enhance the efficiency of VFA production from organic waste, which can be used in various industrial applications. This is a crucial step towards more sustainable waste management and more efficient resource utilisation.
摘要 本研究评估了利用垃圾填埋场微生物进行厌氧生物转化以生产挥发性脂肪酸 (VFA) 作为生物产品的情况。研究使用了不同的基质,包括象草、淀粉废料和水果废料。从垃圾填埋场收集的垃圾微生物被用作接种物。结果表明,基质中的碳水化合物成分会影响 VFA 的产生。较简单的基质(如淀粉废料和水果废料)产生的 VFAs(约 50 mmol - L-1)多于较复杂的草基质(约 25 mmol - L-1)。结果表明,使用较简单基质(即淀粉和水果废料)产生的 VFAs 是使用复杂基质或木质纤维素生物质原料(即草)产生的 VFAs 的两倍。这些发现为在厌氧生物转化过程中利用垃圾填埋场微生物产生 VFAs 的潜力提供了宝贵的见解。通过了解碳水化合物组成的影响,我们可以提高从有机废物中生产 VFA 的效率,从而将其用于各种工业应用。这是向更可持续的废物管理和更高效的资源利用迈出的关键一步。
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引用次数: 0
Impact of Machinery Passages on Soil Compaction in Field Conditions 机械通道对实地土壤压实的影响
IF 1.4 Q3 Agricultural and Biological Sciences Pub Date : 2024-06-01 DOI: 10.2478/ata-2024-0016
Marek Mojžiš, J. Jobbágy, Vladimír Rataj, J. Zsembeli
Abstract The present study compares the consequences of soil compaction due to machinery in a selected 13.7 ha plot at Hronské Kosihy (Slovak Republic). The crop was winter wheat, while the changes of selected soil properties (penetration resistance and gravimetric soil water content) were monitored. The experimental plot was divided into 11 zones with different initial status of compaction: one of them was the reference zone without compaction (P1), five zones were out of the track line, four were directly in the track lines, and one was a collection route. The number of passages in each zone was from 0 up to more than 15. The impact of the number of machinery passages on gravimetric soil water content was found significant both in and out of the track lines with an average value of 17.37%. The monitoring of the passage number showed to be important also in the monitoring of soil penetration resistance (P <0.05). The average value of penetration resistance in the P1 zone was 2.33 MPa. The dependence of soil compaction on passages (P <0.05) was identified by the assessment and comparison of individual impacts of passages in the track zones (P3, P4, P6, and P7). A similar scenario was found also in case of the dependence of soil compaction on the passages monitored off the track lines (P2, P5). Also, the change of tire pressure was statistically significant, its decrease from 0.19 to 0.15 MPa showed to be beneficial. The highest compaction was monitored in the passages in P11 with an average value of 5.36 MPa, representing 2.3 times higher values than the reference one. The creation of a collection line enables reducing the compaction of the entire plot. The collection line should cover only a very small part of the plot.
摘要 本研究比较了在 Hronské Kosihy(斯洛伐克共和国)选定的 13.7 公顷地块中机械造成的土壤压实后果。作物为冬小麦,同时监测了选定土壤特性(渗透阻力和土壤重力含水量)的变化。实验地块被划分为 11 个不同压实初始状态的区域:其中一个为无压实参考区域(P1),五个区域位于轨道线外,四个区域直接位于轨道线内,一个区域为收集路线。每个区域的通过次数从 0 到超过 15 次不等。无论是在轨道线内还是轨道线外,机械通过次数对土壤重力含水量的影响都很大,平均值为 17.37%。通过次数的监测对土壤渗透阻力的监测也很重要(P <0.05)。P1 区的渗透阻力平均值为 2.33 兆帕。通过评估和比较轨道区(P3、P4、P6 和 P7)中各个通道的影响,确定了土壤压实对通道的依赖性(P <0.05)。在轨道线外监测到的通道对土壤压实的影响(P2、P5)中也发现了类似的情况。此外,轮胎气压的变化也具有显著的统计学意义,从 0.19 兆帕降至 0.15 兆帕显示出轮胎气压的变化是有益的。P11 路段的压实度最高,平均值为 5.36 兆帕,是参考值的 2.3 倍。建立收集线可以降低整个地块的压实度。收集线应只覆盖地块的一小部分。
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引用次数: 0
Design and Performance of Hold-on Type Sorghum Thresher for High Moisture Content 针对高水分含量的固定式高粱脱粒机的设计和性能
IF 1.4 Q3 Agricultural and Biological Sciences Pub Date : 2024-06-01 DOI: 10.2478/ata-2024-0010
Ana Nurhasanah, Wawan Hermawan, T. Mandang, A. Unadi, U. Budiharti, Suparlan, Herry Susanto, Anugerah F. Amalia, D. Sagita, T. W. Widodo, M. J. T. Budiastuti, Muhammad Hidayat, A. Samudiantono, N. P. D. Nitamiwati
Abstract Sorghum is a plant with broad adaptability, is resistant to drought, and is very suitable in marginal areas. Sorghum plants contain 7% to 17% seed composition and 83% to 93% leaf stems. At harvest, the moisture content of seeds is 20% to 30%, and the stem is around 76% to 88%. Several stages are carried out after the sorghum harvesting process, and one of them is threshing the sorghum seeds. The threshing of sorghum seeds requires a hold-on threshing machine so seeds can be threshed immediately after harvest, and the stems from sorghum plants can be chopped directly for cattle feed. This study aims to design and test the performance of a hold-on type sorghum threshing machine that can be used to thresh sorghum seeds immediately after harvesting at a grain moisture content of around 20% to 30%. The methods used include problem considerations, the preparation of structural designs, functional designs, manufacturing drawing designs, and manufacturing functional and performance testing. The results of testing the performance of the threshing machine revealed that the working capacity of the machine was affected by rod clamp rotation, the threshing cylinder, and the moisture content of sorghum seeds. The cleanliness level of sorghum seeds is above 90%, while the level of seed damage ranges from 0% to 1%.
摘要 高粱是一种适应性很强的植物,具有抗旱性,非常适合在边缘地区种植。高粱植株的种子成分占 7% 至 17%,茎叶成分占 83% 至 93%。收获时,种子的含水量为 20% 至 30%,茎的含水量约为 76% 至 88%。高粱收获后要经过几个阶段,其中之一就是对高粱种子进行脱粒。高粱种子脱粒需要使用固定式脱粒机,以便在收获后立即对种子进行脱粒,而高粱植株的茎可直接切碎作为牛的饲料。本研究旨在设计并测试一种固定式高粱脱粒机的性能,该脱粒机可用于在谷物水分含量约为 20% 至 30% 的情况下对收割后的高粱种子立即脱粒。所采用的方法包括问题考虑、结构设计准备、功能设计、制造图纸设计以及制造功能和性能测试。脱粒机性能测试结果表明,脱粒机的工作能力受杆夹旋转、脱粒滚筒和高粱籽粒水分含量的影响。高粱籽粒的清洁度在 90% 以上,而籽粒损伤程度在 0% 至 1% 之间。
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引用次数: 0
Use of Cacao Pod Husks Under Different Pretreatments for Bioenergy Production 在不同预处理条件下利用可可荚果壳生产生物能源
IF 1.4 Q3 Agricultural and Biological Sciences Pub Date : 2024-02-24 DOI: 10.2478/ata-2024-0003
L. Hennessey-Ramos, Walter Murillo-Arango, Juliana Vasco-Correa
The current study sought to determine the potential of cacao pod husks for energy use. Biogas potential, the kinetics of anaerobic digestion at bench scale, and physicochemical characterisation of materials were evaluated for cacao pod husks (CPH), depectinised cacao pod husks (CPH-D), and cacao pod husks treated by Pleurotus spp. (CPH-DF). These materials showed accumulated biogas productions of 314.86 ±4.45 l·kg−1 VS−1, 369.49 ±15.98 l·kg−1 VS−1, and 342.52 ±10.98 l·kg−1 VS−1, respectively. The calorific values in CPH-DF, CPH, and CHP-DF were 17.65 MJ·kg−1, 15.43 MJ·kg−1, and 17.21 MJ·kg−1, respectively. These values indicate that the evaluated materials have a high potential to be used as biofuels.
本研究旨在确定可可荚壳在能源利用方面的潜力。研究评估了可可荚壳(CPH)、去淀粉可可荚壳(CPH-D)和经褐藻属植物处理的可可荚壳(CPH-DF)的沼气潜力、台式厌氧消化动力学以及材料的理化特性。这些材料的累积沼气产量分别为 314.86 ±4.45 l-kg-1 VS-1、369.49 ±15.98 l-kg-1 VS-1 和 342.52 ±10.98 l-kg-1 VS-1。CPH-DF、CPH 和 CHP-DF 的热值分别为 17.65 MJ-kg-1、15.43 MJ-kg-1 和 17.21 MJ-kg-1。这些数值表明,所评估的材料很有潜力用作生物燃料。
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引用次数: 0
Chisel Tillage Under Spring Barley in the Forest-Steppe 森林草原春大麦下的凿形耕作
IF 1.4 Q3 Agricultural and Biological Sciences Pub Date : 2024-02-24 DOI: 10.2478/ata-2024-0005
Yurii Syromyatnikov, Sergey Voinash, Irina Troyanovskaya, Ramil Zagidullin, Evgeniy Tikhonov, Alexandra Orekhovskaya
The degradation of chernozems and increased soil erosion led to the search for more advanced methods of tillage, taking into account climatic conditions, the quantity and quality of crop residues, and the volume of fertilizer application. The aim of the study was to establish the effect of various methods of basic tillage in the presence of preceding plant‘s crop residues on the growth and development of spring barley plants. The experiment was carried out in the forest-steppe of Ukraine. During the experiment, the influence of various methods of basic tillage on the agrophysical properties of the soil, its water regime, and weed infestation of spring barley crops was studied. For comparison, the following types of basic tillage were used: dump to a depth of 20–22 cm, chisel tillage to a depth of 14–16 cm, and disc tillage to a depth of 10–12 cm. Dump and chisel processing were characterized by higher grain yield. Chisel tillage provided better moisture accumulation compared to reverse ploughing. In spring, at the time of sowing grain crops in the layer of 0–15 cm, the reserves of productive moisture during chiselling were 145 mm, and during mouldboard processing 122.6 mm. Thus, chisel tillage for spring barley creates the best conditions for moisture supply and guarantees a high level of grain yield and significant profitability of production.
由于土壤退化和水土流失加剧,人们开始寻求更先进的耕作方法,同时考虑到气候条件、作物残茬的数量和质量以及施肥量。研究的目的是确定在有前茬作物残茬的情况下,各种基本耕作方法对春大麦植株生长和发育的影响。实验在乌克兰森林草原进行。在实验过程中,研究了各种基本耕作方法对土壤的农业物理特性、土壤水分状况和春大麦作物杂草侵扰的影响。为了进行比较,采用了以下几种基本耕作方式:20-22 厘米深的翻耕、14-16 厘米深的凿耕和 10-12 厘米深的圆盘耕。翻耕和凿耕的特点是谷物产量较高。与反向耕作相比,凿耕的蓄水效果更好。春季,在 0-15 厘米耕层播种粮食作物时,凿耕的生产水分储备为 145 毫米,圆盘耕作的生产水分储备为 122.6 毫米。因此,春大麦的凿形耕作为水分供应创造了最佳条件,并保证了高水平的谷物产量和可观的生产利润。
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引用次数: 0
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