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Obtaining and physicochemical characterization of yacon derivatives 雪莲果衍生物的制备及理化性质研究
Pub Date : 2023-10-30 DOI: 10.13083/reveng.v30i1.15122
Ana Paula de Freitas Coelho, Flavia Fracalossi Baioco, Camilla Sena da Silva, Luis Cesar da Silva da Silva
The present study aimed to develop and evaluate methodologies of yacon root processing for the production of whole juice, syrup and flour. The physicochemical and color attributes of the derivatives were evaluated through the parameters L*, b*, h. C. ANOVA and Tukey’s test were used to analyze the obtained data, at a 5% significance level. The bleaching treatment was effective in the preparation of the juices by keeping the color coordinates constant and preserving the physicochemical characteristics. Regarding the color coordinates, the syrup with citric acid presented a higher L* value, which indicates greater clarity than the others; a h value near 90°, which indicates greater proximity to the yellow color; and a higher C value, which reveals greater color purity. The pie flour presented high crude fiber content and, together with the control syrup, the highest ash content. The syrup with the antioxidant citric acid presented the best color coordinates and a pH close to 4.5, which makes it the best yacon derivative among those analyzed in this study.
本研究旨在开发和评价用于生产全汁、糖浆和面粉的雪莲根加工方法。通过参数L*, b*, h. c评价衍生物的物理化学属性和颜色属性。采用方差分析和Tukey检验对所得数据进行分析,显著性水平为5%。漂白处理在制备果汁时,既保持了颜色坐标不变,又保持了果汁的理化特性,效果显著。在颜色坐标上,加入柠檬酸的糖浆的L*值更高,说明糖浆的清晰度更高;h值接近90°,表示更接近黄色;C值越高,颜色纯度越高。饼粉粗纤维含量高,与对照糖浆的灰分含量最高。添加抗氧化剂柠檬酸的糖浆颜色坐标最佳,pH值接近4.5,是本研究分析的雪莲果衍生物中效果最好的。
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引用次数: 0
Disease detection in citrus crops using optical and thermal remote sensing: a literature review 利用光学和热遥感技术检测柑橘类作物病害的文献综述
Pub Date : 2023-08-24 DOI: 10.13083/reveng.v30i1.15448
Victória Hellena Matusevicius e de Castro, T. C. Parreiras, É. L. Bolfe
Brazil stands out in the international citrus trade, especially due to its oranges, having produced around 16 million tons in 2021. However, productivity could be increased with greater control of diseases such as greening, which has spread around the world and leads to the total loss of affected trees. Given this scenario, it is necessary to perform fast and accurate detections in order to better manage actions and inputs. Since remote sensing is a pillar of digital agriculture, a literature review was carried out to analyze the use of optical and thermal sensors for the detection of diseases that affect citrus groves. For this purpose, the international databases Scopus and Web of Science were used to select references published between 2012 and 2022, resulting in twelve studies — most from China or the United States of America. The results showed a prevalence of methodologies that combine bands and spectral indices obtained through the use of multispectral and hyperspectral sensors, predominantly on board unmanned aircrafts (UAVs). Machine learning (ML) and deep learning (DL) classification algorithms produced good results in the detection of citrus groves affected by diseases, mainly greening. These results are affected by the stage of the infection, the presence or absence of symptoms, and the spectral and spatial resolutions of the sensors: the Red-Edge band and data with higher spatial detail result in more accurate classification models. However, the analyzed literature is still inconclusive regarding the early detection of infected plants. 
巴西在国际柑橘贸易中脱颖而出,尤其是其柑橘,2021年产量约为1600万吨。然而,通过加强对绿化等疾病的控制,生产力可以提高。绿化已在世界各地蔓延,并导致受影响树木的全部损失。在这种情况下,有必要进行快速准确的检测,以便更好地管理操作和输入。由于遥感是数字农业的支柱,因此对光学和热传感器在检测影响柑橘林的疾病方面的应用进行了文献综述。为此,国际数据库Scopus和Web of Science被用于选择2012年至2022年间发表的参考文献,共进行了12项研究,其中大部分来自中国或美利坚合众国。结果显示,通过使用多光谱和高光谱传感器(主要是机载无人驾驶飞机)获得的波段和光谱指数相结合的方法非常普遍。机器学习(ML)和深度学习(DL)分类算法在检测受疾病影响的柑橘林(主要是绿化)方面取得了良好的效果。这些结果受感染阶段、症状的存在与否以及传感器的光谱和空间分辨率的影响:红边带和具有更高空间细节的数据会产生更准确的分类模型。然而,分析的文献对于早期检测受感染的植物仍然没有定论。
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引用次数: 0
Spatial variability of soil physical attributes under conservation management systems for sugarcane cultivation 甘蔗保护性管理制度下土壤物理属性的空间变异
Pub Date : 2023-08-15 DOI: 10.13083/reveng.v30i1.15695
S. Arcoverde, C. M. A. D. Souza, H. Nagahama, J. W. Cortez, Jackeline Matos do Nascimento
Conservation systems for soil management are increasing for sugarcane cultivation. However, there is still little information about the effects of this management on soil physical quality at different scales, fundamental to agricultural activity sustainability. The objective was to evaluate the variability and spatial dependence of Oxisol physical attributes under no-tillage and reduced-tillage in sugarcane cultivation. Undeformed soil samples were collected 45 days after sugarcane planting, using a regular mesh with intervals of 7.5 m, totaling 32 points in each tillage system. Soil density, resistance to penetration, total porosity, macroporosity, and microporosity were determined in two depths (0-0.10 and 0.10-0.20 m). Using geostatistical methods was verified in both tillage systems that spatial dependence in the two depths, prevailing in the layer 0.00-0.10 m, in no-tillage, strong dependence with the adjusted spherical model reduced preparation, moderate dependence, with exponential adjustment. In the 0.10-0.20 m layer, spatial dependence was an inversion and adjusted model, i.e., in no-tillage, there was moderate dependence, exponential adjustment, reduced preparation, strong dependence, and spherical adjustment. Linear correlations demonstrate how much soil physical attributes are related to management conditions and present behaviors like isoline cartogram.
甘蔗种植的土壤管理保护系统正在增加。然而,关于这种管理对不同规模的土壤物理质量的影响的信息仍然很少,这是农业活动可持续性的基础。目的是评估甘蔗免耕和少耕条件下Oxisol物理属性的变异性和空间相关性。在甘蔗种植后45天,使用间隔7.5m的规则网格收集未形成的土壤样本,每个耕作系统共32个点。在两个深度(0-0.10和0.10-0.20m)测定了土壤密度、抗渗透性、总孔隙度、大孔隙和微孔性。使用地统计学方法在两种耕作系统中都验证了在两个深度的空间依赖性,主要在0.00-0.10m层,在免耕中,与调整后的球形模型的强依赖性减少了准备,中等依赖性,与指数调整。在0.10-0.20m层,空间依赖性是一种反演和调整模型,即在免耕中,存在中度依赖性、指数调整性、减少准备性、强依赖性和球面调整性。线性相关性表明土壤物理属性在多大程度上与管理条件和当前行为(如等值线图)相关。
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引用次数: 0
Esp8266 module use in animal production: a review Esp8266模块在动物生产中的应用:综述
Pub Date : 2023-08-07 DOI: 10.13083/reveng.v30i1.15461
H. H. Zanetoni, Maria Angela de Souza, Charles de Oliveira Paranhos, D. M. Queiroz, F. C. Sousa
The thermal environment in livestock buildings affects the productive and reproductive performance of animals. Therefore, monitoring thermal environment variables is necessary. This study reviewed the applicability of the electronic device ESP8266 module to monitoring animal production. The ESP8266 module is a microcontroller that enables the collection, storage and transmission of data that influence livestock production. The data collected are transferred to cloud computing systems allowing the development of supervisory systems that can be accessed by smartphones, tablets or computers. With this type of microprocessor, it is possible to develop autonomous management systems for animal production. Connected devices using the internet of things, artificial intelligence, machine learning and blockchain will facilitate the analysis of data from the production chain and the appropriate decision-making. Managers of livestock production systems will be in charge of following up and monitoring the processes.
畜牧业建筑中的热环境影响着动物的生产和繁殖性能。因此,监测热环境变量是必要的。本研究综述了电子设备ESP8266模块在监测动物生产方面的适用性。ESP8266模块是一个微控制器,能够收集、存储和传输影响牲畜生产的数据。收集到的数据被传输到云计算系统,从而可以开发智能手机、平板电脑或计算机可以访问的监控系统。有了这种类型的微处理器,就有可能开发用于动物生产的自主管理系统。使用物联网、人工智能、机器学习和区块链的互联设备将促进对生产链数据的分析和适当的决策。畜牧业生产系统的管理人员将负责跟进和监控流程。
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引用次数: 0
Development and validation of cfd model for compost barn with artificial ventilation 人工通风堆肥仓cfd模型的建立与验证
Pub Date : 2023-07-04 DOI: 10.13083/reveng.v30i1.15459
H. H. Zanetoni, M. O. Vilela, J. Carlo, Maria Angela de Souza, Charles de Oliveira Paranhos, M. Martins
Computer simulation can provide reliable information about fluid flow behavior, including ventilation, in animal production systems. The ventilation system is essential for thermal conditioning, as it favors animal comfort and enhance productivity. The objective of this study was to develop and validate a CFD (Computational Fluid Dynamics) model to analyze the ventilation system in a compost barn. A mesh with greater refinement was used near the air inlet and outlet and the floor, that is, in these regions the mesh number of cells was larger, which makes a denser mesh. For the validation, data on air velocity were collected in the barn to compare with the results of the simulation. Dead zones of ventilation were identified in the barn, there was an increase in the average air velocity at the air outlet, and temperatures and air velocity were found below the optimal recommended by the literature. However, the adjusted model showed good fit with the values measured, indicating that is a good tool to predict the behavior of air velocity. In addition, the detection of ventilation dead zones inside the barn demonstrates the need for a supplementary ventilation system.
计算机模拟可以提供有关动物生产系统中流体流动行为(包括通风)的可靠信息。通风系统对热调节至关重要,因为它有利于动物的舒适度和提高生产力。本研究的目的是开发和验证CFD(计算流体动力学)模型,以分析堆肥仓的通风系统。在空气入口、出口和地板附近使用了更精细的网格,也就是说,在这些区域中,网格的网格数量更大,这使得网格更密集。为了验证,在谷仓中收集了空气速度数据,以与模拟结果进行比较。在谷仓中发现了通风死区,出风口处的平均空气速度增加,温度和空气速度低于文献推荐的最佳值。然而,调整后的模型显示出与测量值的良好拟合,表明这是预测空气速度行为的良好工具。此外,对谷仓内通风死区的检测表明,需要一个补充通风系统。
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引用次数: 0
Effect of sodium chloride on germination and vigor of Cajanus cajan (l.) millspaugh seeds 氯化钠对Cajanus cajan (l.) millspaugh种子萌发和活力的影响
Pub Date : 2023-06-29 DOI: 10.13083/reveng.v30i1.14959
S. Santos, Izabela Souza Lopes Rangel, Kênia Lira de Souza, A. Dantas, Maria da Guia de Medeiros, Maria das Graças Rodrigues do Nascimento
Cajanus cajan is used as fertilizer or as food for human and animal. Since salinization of soils is a worldwide problem, it is necessary to look for resistant species. Thus, this study aimed to evaluate the effect of NaCl on germination, emergence and vigor of C. cajan. Therefore, seeds of the pintadinho cultivar and five concentrations of NaCl (1.5; 3.0; 4.5; 6.0; and 7.5 dSm-¹) and control were used. A completely randomized design was performed with four repetitions of 50 seeds for each treatment. Data were submitted to analysis of variance, using the F test to compare mean squares, and the polynomial regression analysis for quantitative effects. The progressive addition of salt had no significant effect on germination and emergence of C. cajan seedlings, however it reduced its vigor.
Cajanus cajan被用作人类和动物的肥料或食物。由于土壤盐碱化是一个世界性的问题,因此有必要寻找具有抗性的物种。因此,本研究旨在评价NaCl对木豆萌发、出芽和活力的影响。因此,在不同浓度NaCl (1.5;3.0;4.5;6.0;7.5 dSm-¹)和对照。采用完全随机设计,每个处理重复4次,每次50粒种子。数据提交方差分析,采用F检验比较均方,采用多项式回归分析定量效应。逐渐加盐对木豆幼苗的萌发和出苗没有显著影响,但降低了木豆幼苗的活力。
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引用次数: 0
Classification of soybean pods using the deep learning techniques 利用深度学习技术对豆荚进行分类
Pub Date : 2023-06-20 DOI: 10.13083/reveng.v30i1.15436
P. M. D. C. Bandeira, Flora Maria de Melo Villar, Priscila Pascali da Costa Bandeira, Iara Aparecida Dias
Crop productivity estimate aims at the economic definitions about crop, agricultural management, and land use, among others. However, it is common to observe the use of visual methods to estimate the productivity of the soybean crop through the classification of pods, resulting in a slow, costly method besides being susceptible to human errors. Thus, the objective of this work was to carry out the training of two deep learning methods to classify soybean pods according to the number of grains based on images obtained using a smartphone. Data collection was carried out at the Federal University of Viçosa (UFV). Data consisted of capturing images from a smartphone and training two deep learning models: Mask R-CNN and YOLOv4. To capture the images, the soybean pods were pulled from the plants and placed in a white-bottom container. This procedure occurred for each plant collected. Both models tended towards a better classification for the two- and three-grain pods, reaching a value of 90% for the F1 score metric. This fact may have occurred because of the greater amount of these two types of pods present in the chosen cultivars. Finally, the potential of using deep learning to classify soybean pods based on the number of grains was observed.
作物生产力估计旨在对作物、农业管理和土地利用等进行经济定义。然而,观察到使用视觉方法通过豆荚分类来估计大豆作物的生产力是很常见的,这导致了一种缓慢、昂贵的方法,而且容易受到人为错误的影响。因此,这项工作的目的是根据使用智能手机获得的图像,对两种深度学习方法进行训练,以根据颗粒数量对大豆荚进行分类。数据收集在维索萨联邦大学(UFV)进行。数据包括从智能手机上捕捉图像并训练两个深度学习模型:Mask R-CNN和YOLOv4。为了拍摄这些图像,将大豆荚从植物中取出,放在一个白色底部的容器中。该程序适用于采集的每株植物。两个模型都倾向于对二粒荚和三粒荚进行更好的分类,F1得分指标的值达到90%。这一事实的发生可能是因为所选品种中存在大量这两种类型的荚。最后,观察了使用深度学习根据粒数对大豆荚进行分类的潜力。
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引用次数: 0
Evaluation of soil and water loss under different soil covers 不同土壤覆盖下的水土流失评价
Pub Date : 2023-06-15 DOI: 10.13083/reveng.v30i1.15028
A. P. D. Silva, Emanoella Santos Carneiro, Lauriane De Oliveira Carneiro, Natielle Guimarães da Silva, Rosangela Leal Santos
The current hegemonic agricultural model, which is based on the green revolution, is intrinsically related to environmental and social impacts, such as erosion, desertification, and abandonment of agricultural areas. Thus, the objective of this study was to evaluate the loss of soil and water through runoff during a simulated rainfall event, testing the efficiency of different types of coverings on beds with watermelon crops, inferring that in relation to soil loss, this was greater in uncovered soil. Therefore, it should be observed that this work has applicability in the choice of efficient soil management techniques, to minimize the effects of erosion and, consequently, the environmental impacts as a result of agricultural activities. The results obtained showed a loss equivalent to 72.72% of the total for bare soil, which means a greater sedimentation of the soil, while for soils covered with corn straw and the biodegradable blanket, a loss of 19.70% and 7.58% of the total were observed, respectively. Surface water runoff, with the use of corn straw and the biodegradable blanket, was reduced by 81.22% and 67.42%, respectively. It was concluded that soil cover is effective in controlling water erosion.The current hegemonic agricultural model, which is based on the green revolution, is intrinsically related to environmental and social impacts, such as erosion, desertification, and abandonment of agricultural areas. Thus, the objective of this study was to evaluate the loss of soil and water through runoff during a simulated rainfall event, testing the efficiency of different types of coverings on beds with watermelon crops, inferring that in relation to soil loss, this was greater in uncovered soil. Therefore, it should be observed that this work has applicability in the choice of efficient soil management techniques, to minimize the effects of erosion and, consequently, the environmental impacts as a result of agricultural activities. The results obtained showed a loss equivalent to 72.72% of the total for bare soil, which means a greater sedimentation of the soil, while for soils covered with corn straw and the biodegradable blanket, a loss of 19.70% and 7.58% of the total were observed, respectively. Surface water runoff, with the use of corn straw and the biodegradable blanket, was reduced by 81.22% and 67.42%, respectively. It was concluded that soil cover is effective in controlling water erosion.
当前以绿色革命为基础的霸权农业模式与环境和社会影响有着内在的联系,如水土流失、沙漠化和农业区的废弃。因此,本研究的目的是评估在模拟降雨事件中通过径流流失的土壤和水分,测试西瓜作物床上不同类型覆盖物的效率,推断与土壤流失有关,覆盖土壤的土壤流失更大。因此,应该指出,这项工作适用于选择有效的土壤管理技术,以尽量减少侵蚀的影响,从而减少农业活动对环境的影响。结果表明,裸土的土壤沉降量为72.72%,土壤沉降量较大;玉米秸秆覆盖和生物可降解地膜覆盖土壤的土壤沉降量分别为19.70%和7.58%。玉米秸秆和生物可降解地表水径流量分别减少81.22%和67.42%。结果表明,土壤覆盖在控制水土流失方面是有效的。当前以绿色革命为基础的霸权农业模式与环境和社会影响有着内在的联系,如水土流失、沙漠化和农业区的废弃。因此,本研究的目的是评估在模拟降雨事件中通过径流流失的土壤和水分,测试西瓜作物床上不同类型覆盖物的效率,推断与土壤流失有关,覆盖土壤的土壤流失更大。因此,应该指出,这项工作适用于选择有效的土壤管理技术,以尽量减少侵蚀的影响,从而减少农业活动对环境的影响。结果表明,裸土的土壤沉降量为72.72%,土壤沉降量较大;玉米秸秆覆盖和生物可降解地膜覆盖土壤的土壤沉降量分别为19.70%和7.58%。玉米秸秆和生物可降解地表水径流量分别减少81.22%和67.42%。结果表明,土壤覆盖在控制水土流失方面是有效的。
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引用次数: 0
Response of vegetative performance in soybean cultivars submitted to deficit irrigation 亏缺灌溉对大豆品种营养性能的影响
Pub Date : 2023-05-26 DOI: 10.13083/reveng.v30i1.14716
Thays Sousa Lopes, R. W. Soares, J. V. Pereira Filho, Thalita Alves Lima do Nascimento, Neuriane Cabral dos Santos, C. C. M. D. S. Pereira
Agricultural crops present phenological stages of less susceptibility to soil water deficit, in which the deficit irrigation management strategy can be used. In this context, the objective was to evaluate the influence of deficit irrigation management during different stages of development in three soybean cultivars in the edaphoclimatic conditions of the southern cerrado of Piauí. The research was conducted from September 2020 to January 2021, in the municipality of Uruçuí-PI (with geographic coordinates of 07º 13’ 46” S, 44º 33’ 22” W), under an experimental design of randomized blocks, in a split-plot scheme, where the treatments, composed in the plots, were defined according to the time of induction of the water deficit of 50% of the crop’s potential evapotranspiration - ETpc, via climate, in three soybean phenological stages (vegetative, flowering and production formation), and the subplots, were composed of three cultivars (FT 4191; FT 3181 and BG 478 IPRO), with three replications. In order to verify the effects of the imposed treatments, the following variables were evaluated: plant height, number of leaves and total dry mass of the aerial part. Variables were maintained for statistical analysis by Tukey’s test (cultivars) and Scott-Knott’s test (deficient irrigation treatments). The vegetative characteristics of the investigated soybean cultivars (plant height, number of leaves and shoot dry mass production) are drastically affected when the imposition of water deficit (50% of ETpc) is induced throughout the production cycle. Under such water conditions, the FT 4181 and 3191 IPRO cultivars stood out among the investigated cultivars, thus being identified as the most tolerant to reduced water availability in their different phenological stages.
农作物在物候阶段对土壤水分亏缺的敏感性较低,在此阶段可以采用亏缺灌溉管理策略。在此背景下,目的是评估在Piauí南部塞拉多的气候条件下,亏缺灌溉管理对三种大豆品种不同发育阶段的影响。该研究于2020年9月至2021年1月在Uruçuí-PI市(地理坐标为07º13 ' 46 " S, 44º33 ' 22 " W)进行,采用随机区试验设计,采用分块方案,在分块方案中,根据作物潜在蒸散量的50%水分亏缺的诱导时间(ETpc),通过气候,在大豆的三个物候阶段(营养,花期和生产形成)和子样地由3个品种组成(FT 4191;FT 3181和BG 478 IPRO),重复3次。为了验证施加处理的效果,评估了以下变量:株高、叶片数和地上部分总干质量。采用Tukey试验(品种)和Scott-Knott试验(灌溉不足处理)对变量进行统计分析。在整个生产周期内施加水分亏缺(ETpc的50%)会对所研究的大豆品种的营养特性(株高、叶片数量和干产量)产生显著影响。在这种水分条件下,富士4181和3191 IPRO品种在不同物候阶段对水分有效性降低的耐受性最强。
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引用次数: 0
Influence of maturity and harvest region on the chemical composition and physicochemical properties of oils derived from macauba fruits 成熟度及采收期对澳门芭果油化学成分及理化性质的影响
Pub Date : 2023-05-16 DOI: 10.13083/reveng.v30i1.14761
Gisele Cristina Rabelo Silva
Macauba (Acrocomia aculeata) is a good source of vegetable oil in tropical America. Its fruits are highly suitable for biodiesel, cosmetics and food production owing to the high quality of its oil. However, the influence of maturity and harvest region on the quality of oils is not known. Thus, the chemical composition and physicochemical properties oils extracted from the macauba palm fruit at two regions of Minas Gerais and different maturity stage were investigated. C16:0 and C18:1 were the most abundant fatty acids in the mesocarp oil. C12:0, C14:0, C16:0, and C18:1 prevailed in the kernel oil. The High-Resolution Gas Chromatography analysis revealed triacylglycerols (TGs) with equivalent carbon numbers (CN) ranging between 28 and 54. TGs composed of long-chain fatty acids prevailed in the mesocarp oil (CN52 and CN54). On the other hand, the kernel showed a more complex lipid profile, containing TGs with CN between 30 and 54. The lipid content in the oils increased significantly with the ripening of the fruit and the harvest regions. Furthermore, changes in physicochemical properties were observed for both oils depending on the stage of maturity and harvest point. Macauba oils can be used in several industries, such as food and cosmetics. Thus, for its best use, the physicochemical properties of greatest interest should be evaluated in order to identify the ideal cultivation region and maturity stage.
澳门(Acrocomia aculeata)是热带美洲植物油的良好来源。其果实因其高品质的油而非常适合用于生物柴油,化妆品和食品生产。然而,成熟度和采收地区对油品品质的影响尚不清楚。因此,研究了从米纳斯吉拉斯州两个地区和不同成熟期的澳门棕果实中提取的油的化学成分和理化性质。C16:0和C18:1是中果皮油中含量最多的脂肪酸。C12:0、C14:0、C16:0和C18:1在仁油中普遍存在。高分辨率气相色谱分析显示,三酰基甘油(TGs)的等效碳数(CN)在28 ~ 54之间。中果皮油(CN52和CN54)主要由长链脂肪酸组成的tg组成。另一方面,籽粒表现出更复杂的脂质结构,含有CN在30 ~ 54之间的tg。油脂中的脂质含量随着果实的成熟和采收地区的不同而显著增加。此外,根据成熟阶段和采收点的不同,观察到两种油的理化性质发生了变化。澳门巴油可用于多个行业,如食品和化妆品。因此,为了使其得到最佳利用,应对其最感兴趣的物理化学特性进行评估,以确定理想的栽培区域和成熟期。
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引用次数: 0
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Engenharia na Agricultura
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