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Control and management of water quality for Nile tilapia fish in net tanks based on fuzzy modeling 基于模糊模型的罗非鱼网箱水质控制与管理
Pub Date : 2023-11-13 DOI: 10.18011/bioeng.2023.v17.1197
Vinícius Mastelini, Timóteo Ramos Queiroz, Luís Roberto Almeida Gabriel Filho, Mario Mollo Neto
Being classified as one of the most important species for fish farming, the Nile tilapia has seen a huge increase in breeding worldwide. As in any cultural medium, dealing with the quality of the medium in which it is grown guarantees a large part of the success of the process, being of equal importance, in this case, the quality of the water. Taking advantage of existing mathematical models, humans were able to measure and design best practices in virtually all areas, pointing to its great functionality, this article used the Fuzzy logic mathematical model together with Mamdani inference to analyze water quality scenarios and their consequences, various environments, variables, capable of directly affecting fish farming. The purpose was to use the MatLab scientific software to cross these variables with the possible output scenarios, facilitating the producer's decision-making. As a result of the research, it was possible to develop an algorithm to be embedded in a mobile application in the future with fuzzy mathematical modeling, with a Mamdani inference system for management and control of water quality in Nile Tilapia fish farming. The same will be made available to these breeders, since it has a structure of rules, aiming at the delivery of scientific information that collaborates with the best cultivation practices, improving production and profitability, through decision support to fish farmers.
尼罗罗非鱼被列为最重要的鱼类养殖品种之一,在世界范围内的养殖数量大幅增加。正如在任何培养基中一样,处理生长培养基的质量保证了该过程成功的很大一部分,在这种情况下,水的质量同样重要。利用现有的数学模型,人类能够在几乎所有领域测量和设计最佳实践,指出其巨大的功能,本文使用模糊逻辑数学模型和Mamdani推理来分析水质情景及其后果,各种环境,变量,能够直接影响养鱼。目的是利用MatLab科学软件将这些变量与可能的输出场景交叉,方便生产者的决策。作为研究的结果,有可能开发出一种算法,在未来通过模糊数学建模嵌入到移动应用程序中,并使用Mamdani推理系统来管理和控制尼罗罗非鱼养殖的水质。这些养殖者也将获得同样的信息,因为它有一个规则结构,旨在通过向养鱼户提供决策支持,提供与最佳养殖实践相配合的科学信息,提高产量和盈利能力。
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引用次数: 0
Fuzzy modeling of coffee productivity under different irrigation depths, water deficit and temperature 不同灌溉深度、水分亏缺和温度下咖啡产量的模糊建模
Pub Date : 2023-09-14 DOI: 10.18011/bioeng.2023.v17.1193
Emmanuel Zullo Godinho, Fernando De Lima Caneppele, Luís Roberto Almeida Gabriel Filho, Camila Pires Cremasco Gabriel
The coffee culture has great economic importance on the world stage, especially for Brazil. Considered one of the most traded commodities on the world's trading exchanges. Thus, the main objective of this study was to develop a system based on fuzzy rules to evaluate coffee productivity, using irrigation, soil water deficit and ambient temperature as the main production factors. The research was developed from searches of scientific data on the main variables for coffee production. The work was divided into two stages: the first in the scientific search for data collection and the second in the development of the fuzzy model. With this, it was parameterized that the input variables would be the temperature, the irrigation depth, and the water deficit of the soil and for the output variable the coffee productivity. Based on the model prediction, the fuzzy system showed which variable values are necessary for the best coffee productivity, by a set of rules involving the variation of water deficit (60%), temperature (30°C) and irrigation (300 mm), for a productivity of 24 sc ha-1. The performance of the fuzzy system was tested by comparing it with articles on the subject that relate coffee production with irrigation, water deficit and temperature of the environment and in almost all cases the model was efficient, reinforcing the assessment of the strength of the scheme, the analysis was extended to several scenarios relating the same three input variables.
咖啡文化在世界舞台上具有重要的经济意义,尤其是对巴西而言。被认为是世界上交易最多的商品之一。因此,本研究的主要目的是以灌溉、土壤水分亏缺和环境温度为主要生产因素,建立一个基于模糊规则的咖啡产量评价系统。这项研究源于对咖啡生产主要变量的科学数据的搜索。这项工作分为两个阶段:第一阶段是对数据收集的科学搜索,第二阶段是模糊模型的开发。有了这个,它被参数化了,输入变量将是温度,灌溉深度,土壤水分亏缺,输出变量是咖啡产量。在模型预测的基础上,模糊系统通过一组涉及水分亏缺(60%)、温度(30°C)和灌溉(300毫米)变化的规则,显示出最佳咖啡产量所必需的变量值,生产力为24 sc ha-1。通过将模糊系统的性能与有关咖啡生产与灌溉,水亏缺和环境温度的主题的文章进行比较,测试了模糊系统的性能,并且在几乎所有情况下,该模型都是有效的,加强了对方案强度的评估,分析扩展到与相同的三个输入变量相关的几个场景。
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引用次数: 0
The use of activated charcoal from corn cobs as adsorbent of heavy metals from groundwater 玉米芯活性炭吸附地下水重金属的研究
Pub Date : 2023-09-05 DOI: 10.18011/bioeng.2023.v17.1191
Ermadani, Amalia Viviani, Yasdi, Shally Yanopa, Suryanto, Arsyad, Ar, Sarman
Iron (Fe) and manganese (Mn) are heavy metals which are found in high concentration in highly weathered soils, especially in the tropics, resulting in high content of them in groundwater. These metals cause a distinctive odor, reddish brown, yellowish color, and high sediment. This condition could cause health problems when it is used as a source of drinking water. This study was aimed to evaluate the efficiency of activated carbon from corn cobs in reducing the concentrations of Fe and Mn from groundwater adsorption. The adsorption process was performed by applying activated carbon with varying doses of 0.1 g, 0.2 g, 0.3 g, 0.4 g, 0.5 g, 1 g, 1.5 g and 2 g into 100 ml groundwater. Variations of pH were pH 2, pH 3, pH 4, pH 5, pH 6, pH 7 and pH 8, and variations in contact time of 10, 30, 45, 60, 90 and 120 minutes. The results showed that the optimum doses to reduce Fe and Mn concentration from groundwater were 1 g and 0.5 g with the adsorption efficiency of 70.14% and 41.60% respectively. The optimum pH for both Fe and Mn was pH 4 with an adsorption efficiency of 75.44% and 56.52% respectively, while the optimum contact times were 60 and 30 minutes with an adsorption efficiency of 75.44 dan 59.29% respectively.
铁(Fe)和锰(Mn)是重金属,在高度风化的土壤中含量很高,特别是在热带地区,导致地下水中含量很高。这些金属引起独特的气味,红棕色,黄色,高沉淀。当它被用作饮用水源时,这种情况可能会导致健康问题。本研究旨在评价玉米芯活性炭对地下水中铁和锰的吸附效果。将0.1 g、0.2 g、0.3 g、0.4 g、0.5 g、1 g、1.5 g和2 g不同剂量的活性炭加入100 ml地下水中进行吸附。pH分别为pH 2、pH 3、pH 4、pH 5、pH 6、pH 7和pH 8,接触时间分别为10、30、45、60、90和120分钟。结果表明,降低地下水中Fe和Mn浓度的最佳剂量为1 g和0.5 g,吸附效率分别为70.14%和41.60%。Fe和Mn的最佳吸附pH均为pH 4,吸附效率分别为75.44%和56.52%;最佳接触时间为60和30 min,吸附效率分别为75.44和59.29%。
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引用次数: 0
Spatial variability of physical attributes of a Oxisol related to garlic productivity 与大蒜产量相关的一种油菜物理性状的空间变异
Pub Date : 2023-08-10 DOI: 10.18011/bioeng.2023.v17.1108
Job Teixeira de Oliveira, Rubens Alves de Oliveira, Gloria Milena Rojas Plazas, Cassiano Garcia Roque
Garlic is a product with high demand in Brazil and worldwide, being highly valued in the cuisine of several countries and is a culture with high added economic value. In 2018, this work was carried out in the irrigation and drainage area of the Federal University of Viçosa, in Viçosa, Minas Gerais State, Brazil, in a Oxisol. The objective was to characterize the structure and magnitude of the spatial distribution of physical attributes of a Oxisol, perform the mapping, and evaluate the spatial correlation between garlic bulb yield, lateral shoot growing and soil characteristics. The attributes studied were garlic bulb yield, lateral shoot growing, soil moisture on a dry basis, soil moisture on a humid basis, volumetric soil moisture, particle density, free soil porosity, sampled in a 90-georeferenced grid. Data analysis using statistical techniques and geostatistics made it possible to verify that the garlic yield and other soil physical attributes studied showed spatial dependence. There was an emphasis on the spatial correlation between garlic bulb yield and free-soil porosity. The lateral shoot growing of garlic has a direct and positive relationship with free soil porosity, soil moisture on a dry basis and soil moisture on a humid basis.
大蒜在巴西和世界范围内都是需求量很大的产品,在许多国家的烹饪中都受到高度重视,是一种具有高附加值经济价值的文化。2018年,这项工作在巴西米纳斯吉拉斯州维帕拉索萨联邦大学的灌溉和排水区开展。目的是表征大蒜物理属性空间分布的结构和大小,进行制图,并评估大蒜鳞茎产量、侧枝生长和土壤特征之间的空间相关性。研究的属性包括大蒜球茎产量、侧枝生长、干基土壤水分、湿基土壤水分、体积土壤水分、颗粒密度、自由土壤孔隙度,以90个地理参考网格采样。利用统计技术和地质统计学对数据进行分析,可以验证大蒜产量和所研究的其他土壤物理属性具有空间依赖性。重点研究了大蒜球茎产量与自由土壤孔隙度的空间相关性。大蒜侧枝生长与土壤自由孔隙度、干基土壤水分和湿基土壤水分呈正相关关系。
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引用次数: 0
Distribution and spatial autocorrelation of physical-water attributes of an Oxisol 氧化物溶胶物理水属性的分布和空间自相关
Pub Date : 2023-07-17 DOI: 10.18011/bioeng.2023.v17.1109
Job Teixeira de Oliveira, Rubens Alves de Oliveira, Gloria Milena Rojas Plazas, Sinomar Moreira Andrade, Fernando França da Cunha
Spatial autocorrelation, which in this work was calculated using Moran's bivariate analysis, can be defined as the coincidence of similar values in nearby locations, or the absence of randomness of a variable due to its spatial distribution. Therefore, the objective of this study is to analyze the distribution and spatial autocorrelation of physical attributes of an Oxisol. The experiment was carried out in the irrigation and drainage area of the Universidade Federal de Viçosa, in Viçosa, Minas Gerais, Brazil. The soil in which the experimental meshes were installed was classified as a sandy clayey Oxisol. The attributes were determined: soil moisture on a dry basis, % (DB), soil moisture on a wet basis, % (WB), volumetric soil moisture, % (VS), particle density, g cm-1 (PD), sampled at different depths and within a grid of 90 georeferenced points. For spatial autocorrelation, the global Moran and local Moran indexes (LISA) were used as statistical tools. Bivariate analysis revealed that soil volumetric moisture is closely related to wet and dry basis moisture. It was also found that the surface particle density is related to the deeper layers of the soil, thus reinforcing that the solid fraction of a soil sample, without considering porosity, tends to remain constant. This happens because the predominant mineral constituents in soils are quartz, feldspars, and colloidal aluminum silicates, whose particle densities are around 2.65 g cm-3.
在这项工作中,空间自相关是使用莫兰的双变量分析计算的,可以定义为附近位置相似值的一致性,或者由于变量的空间分布而不存在随机性。因此,本研究的目的是分析氧化物溶胶物理属性的分布和空间自相关。该实验在巴西米纳斯吉拉斯州维索萨的维索萨联邦大学的灌溉和排水区进行。安装了实验网的土壤被归类为砂质粘土质Oxisol。确定了属性:在不同深度和90个地理参考点的网格内取样的干基土壤湿度、%(DB)、湿基土壤湿度%(WB)、体积土壤湿度、百分比(VS)、颗粒密度g cm-1(PD)。对于空间自相关,使用全局莫兰指数和局部莫兰指数(LISA)作为统计工具。双变量分析表明,土壤体积含水率与干湿基含水率密切相关。研究还发现,表面颗粒密度与土壤的深层有关,从而强化了土壤样品的固体分数在不考虑孔隙率的情况下往往保持不变。这是因为土壤中主要的矿物成分是石英、长石和胶体硅酸铝,其颗粒密度约为2.65 g cm-3。
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引用次数: 0
The economic importance of the peanuts production chain 花生生产链的经济重要性
Pub Date : 2023-05-11 DOI: 10.18011/bioeng.2023.v17.1186
Fabiano Pinto Neves, Alisson Rodolfo Leite, Leandro Paloma Mantovani Mantovani, Celso da Silva, L. R. G. Gabriel Filho, S. Oliveira
The importance and economic representativeness of the peanut production chain has grown exponentially in recent years, tending to gain more market share. Background: The study had as its theme the question: What is the economic, technological, social and environmental relevance of the peanut production chain for Brazil? Objective: Conduct a survey of information and data that allow inferring the economic, social and environmental importance of the peanut production chain for Brazil in the global scenario. Methods: The methodology applied was exploratory research "ad hoc" in exploratory theoretical essay of qualitative approach, and analytical descriptive in the report of the findings. Results: Exports grow on a logarithmic scale, in 2020 it had revenues of US$ 427.8 million. The sector generates 42 thousand jobs, and the culture makes it possible to meet social and environmental demands. Conclusions: The adoption of technologies and the improvement of production methods are essential for the continuous progress of the sector with the creation of jobs and the adhesion of new producers, with an increasingly sustainable production, with less environmental impact and reduction of fertilizer waste, with expansion of the productive capacity per planted bushel.
近年来,花生生产链的重要性和经济代表性呈指数级增长,并趋向于获得更多的市场份额。背景:这项研究的主题是:花生生产链对巴西的经济、技术、社会和环境意义是什么?目标:对信息和数据进行调查,以推断花生生产链在全球情况下对巴西的经济、社会和环境重要性。方法:采用的方法是探索性研究“即席”的探索性理论论文的定性方法,以及分析性描述性的研究结果报告。结果:出口以对数规模增长,2020年收入为4.278亿美元。该行业创造了4.2万个就业机会,文化使其能够满足社会和环境需求。结论:技术的采用和生产方法的改进对于该部门的持续进步至关重要,因为它创造了就业机会,吸引了新的生产商,生产越来越可持续,环境影响更小,化肥浪费减少,每种蒲式耳的生产能力扩大。
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引用次数: 0
Effect of glucose on germination performance in two soybean cultivars 葡萄糖对两种大豆品种发芽性能的影响
Pub Date : 2023-05-11 DOI: 10.18011/bioeng.2023.v17.1195
P. H. Gorni, Denis Wesley Polimeno
Glucose promotes increases in physiological processes related to plant growth and induces cell division and can also act in seed germination. The present investigation has been carried out on the influence of various concentrations of glucose on the germination performance of soybeans seeds of cv. BMX and 66i68. Seeds of soybeans (Glycine max (L.) Merrill) were treated with three concentrations of the glucose (0.05, 0.10 and 0.20 mmol L-1), and a control with distilled water. Tests of seed germination and vigor were carried out: it was calculated the germination percentage (first and final counting), percentage of normal seedlings; and speed of germination, length of the primary root and the aerial part of seedlings were recorded. The experiment was arranged in a completely randomized design with three treatments and five repetitions depending on the test. Increasing doses of the plant growth regulator influence the germination and can increase the speed of germination. The use of glucose in the treatment of soybean seeds, increases the rate of germination and emergence speed, growth of the root system and medium of seedlings. Soybean cultivar BMX seeds showed an increase in physiological performance with increasing glucose dosage.
葡萄糖促进与植物生长相关的生理过程的增加,诱导细胞分裂,也可以参与种子发芽。研究了不同浓度葡萄糖对BMX和66i68大豆种子发芽性能的影响。大豆种子(Glycine max(L.)Merrill)用三种浓度的葡萄糖(0.05、0.10和0.20 mmol L-1)处理,对照用蒸馏水处理。进行种子发芽率和活力测试:计算发芽率(第一次和最后一次计数)、正常幼苗的百分比;并记录了幼苗的发芽速度、主根长度和地上部分。该实验采用完全随机设计,根据测试情况进行三次治疗和五次重复。增加植物生长调节剂的剂量会影响发芽,并可以提高发芽速度。利用葡萄糖处理大豆种子,提高发芽率和出苗速度,生长根系和培养基的幼苗。大豆品种BMX的种子表现出随着葡萄糖用量的增加而提高的生理性能。
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引用次数: 0
Cotton nitrogen doses in the edaphoclimatical conditions of northeastern Brazil 巴西东北部土壤气候条件下棉花氮剂量
Pub Date : 2023-05-11 DOI: 10.18011/bioeng.2023.v17.1194
Célia Maria da Silva, A. A. Ribeiro, Evandro Fabio Da Silva, Mayana Garcias Da Silva, Suelem Vieira Alencar, Sebastião Andrey Vicente Paulo
The study of cotton plant responses to nitrogen fertilization in different climate and soil conditions is essential for the correct management of nitrogen in this crop. Therefore, the objective of the present study was to evaluate the responses of cotton plants to nitrogen fertilization in the edaphoclimatic conditions of the Cariri region, located in the northeastern State of Ceará, Brazil. The experiment was conducted in an experimental area at the CENTEC (Centre for Technological Education) School of Technology (FATEC - Cariri campus), located in the city of Juazeiro do Norte, Ceará State. The statistical design adopted was Completely Randomized Design (CRD). The treatments were composed from the combination of four doses of nitrogen (0, 60, 120, and 180 kg ha-1 of N, equivalent to 0, 50, 100, and 150% of the N recommendation for the crop) with four replications. Urea was used as a nitrogen source. At 42 days after sowing, the plants were collected. Plant height, number of leaves, stem diameter, leaf area, absolute growth rate, shoot and root dry matter, total and nitrogen use efficiency were evaluated. The different doses of nitrogen significantly influenced all the analysed variables. In general, nitrogen doses greater than 120 kg ha-1 of N were shown to impair the growth and dry matter production of the cotton plant in the climate and soil conditions of the Cariri region, northeastern Brazil. In addition, excessive nitrogen fertilization was shown to reduce the efficiency of nitrogen use by the cotton crop.
研究不同气候和土壤条件下棉花植株对氮肥的响应,对棉花的正确氮肥管理具有重要意义。因此,本研究的目的是评估位于巴西塞埃尔州东北部卡里里地区土壤气候条件下棉花植株对氮肥的响应。该实验是在CENTEC(技术教育中心)技术学院(FATEC - Cariri校区)的一个实验区进行的,该实验区位于塞州Juazeiro do Norte市。采用完全随机设计(CRD)进行统计设计。处理由4个剂量的氮肥组合组成(0、60、120和180 kg hm -1 N,相当于该作物推荐用量的0、50、100和150%),共4个重复。尿素作为氮源。播种后42天,收集植株。评价了株高、叶数、茎粗、叶面积、绝对生长率、地上部和根部干物质、全氮利用效率和氮素利用效率。不同剂量的氮对所有分析变量均有显著影响。总体而言,在巴西东北部卡里里地区的气候和土壤条件下,大于120 kg hm -1的氮肥剂量会损害棉花的生长和干物质生产。此外,过量施氮会降低棉花对氮的利用效率。
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引用次数: 0
Distance of brachiaria management in between the rows of coffee trees 在咖啡树行之间管理臂丛的距离
Pub Date : 2023-02-27 DOI: 10.18011/bioeng.2023.v17.1184
Kleso Silva Franco Júnior, A. Calegari, M. Dias, Giselle Prado Brigante
Brazil is the world's largest coffee producer, but with the changes in climate that have occurred in recent years, the concern with soil management with cover crops has become important, since it configures a strategy that can contribute to the improvement of production systems. Brachiaria is one of the main species used in intercropping in coffee production to generate biomass and soil cover. The objective of this research was to evaluate the effect of the distance of brachiaria management in between rows of coffee trees. The research was carried out from 2016 to 2022 in a coffee plantation implanted in 2016 with the cultivar Catuai Amarelo IAC 62 associated with Brachiaria ruziziensis, in a randomized block design, with 6 treatments and 4 replications: T1- without brachiaria between the rows (control), T2 - management of brachiaria up to the projection of the coffee tree crown, T3 - management with 25 cm distance from the projection of the crown of the coffee tree, T4 - management with 50 cm away from the projection of the coffee tree crown, T5 - management with 75 cm distance from the projection of the coffee tree crown, T6 - management with 100 cm distance from the projection of the coffee tree crown. The evaluated parameters were: setting and establishment of coffee seedlings, height of the orthotropic branches, length of the plagiotropic branches, number of internodes, and productivity. The intercropping of the coffee tree with brachiaria must be managed at 50 cm from the projection of the plagiotropic branch of the coffee tree, aiming at non-competition and better development of the crop.
巴西是世界上最大的咖啡生产国,但随着近年来发生的气候变化,对覆盖作物土壤管理的关注变得非常重要,因为它配置了一种有助于改善生产系统的战略。腕毛虫是咖啡生产间作中用于产生生物量和土壤覆盖的主要树种之一。本研究的目的是评价咖啡树行间臂蝇管理距离的影响。研究于2016 - 2022年在一个咖啡种植园进行,2016年种植与ruziziensis相关的品种Catuai Amarelo IAC 62,采用随机区组设计,6个处理,4个重复:行之间的T1 -没有brachiaria(控制),T2 -管理brachiaria咖啡树的投影皇冠,T3 -管理25厘米的投影距离的皇冠咖啡树,T4 -管理50厘米远离咖啡树的投影皇冠,T5 -管理与75厘米的距离投影咖啡树的皇冠,T6 -管理100厘米距离咖啡树的投影。评价参数为:咖啡苗的坐苗和成苗、各向异性枝高、各向异性枝长、节间数和生产力。咖啡树与腕足的间作必须在距咖啡树斜向分枝投影50厘米处进行管理,目的是不竞争,使作物更好地发展。
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引用次数: 0
Eucalyptus and Ipomoea nil phytotoxicity after herbicide application 桉树和Ipomoea施用除草剂后无植物毒性
Pub Date : 2023-02-16 DOI: 10.18011/bioeng.2023.v17.1069
Ilca Puertas de Freitas e Silva, Josué Ferreira Silva Junior, Caio Antonio Carbonari, Edivaldo Domingues Velini, Rosilaine Araldi de Castro, L. Tropaldi, João Domingos Rodrigues
The presence of weeds in forest estates is considered one of the biggest problems in the implantation, maintenance, and renovation of eucalyptus plantations. This research aims to evaluate the phytotoxicity of herbicides on eucalyptus and I. nil. The experiment was installed inside a greenhouse in a completely randomized design with five replications. The treatments consisted of the application of 0.2% (v/v) adjuvant with the herbicides: atrazine (2250 g i.a. ha-1), clomazone (720 g i.a. ha-1), sulfentrazone (600 g i.a. ha-1), glyphosate (1440 g i.a. ha-1), and control. The following variables were analyzed: electron transport rate (ETR), water consumption, and plant phytotoxicity. For I. nil plants treated with atrazine, it was possible to detect phytotoxicity previous to the appearance of symptoms in the visual analysis, due to the inhibition of ETR at 24 hours after application (HAA). The highest levels of phytotoxicity for eucalyptus and I. nil were obtained by glyphosate and sulfentrazone, respectively.
林地中杂草的存在被认为是桉树种植园种植、维护和翻新中最大的问题之一。本研究旨在评价除草剂对桉树和I.nil的植物毒性。该实验以完全随机的设计安装在温室内,共进行了五次重复。处理包括施用0.2%(v/v)的佐剂和除草剂:阿特拉津(2250 g i.a.ha-1)、氯马松(720 g i.a.ha-1)、亚磺甲唑酮(600 g i.a.a-1)、草甘膦(1440 g i.a.ha-1)和对照。分析了以下变量:电子传输速率(ETR)、耗水量和植物毒性。对于用阿特拉津处理的I.nil植物,由于施用后24小时ETR的抑制作用(HAA),在视觉分析中可以在症状出现之前检测到植物毒性。草甘膦和亚磺甲唑酮对桉树和I.nil的植物毒性最高。
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引用次数: 0
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