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Molecular Markers in Plant Breeding 植物育种中的分子标记
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-02-15 DOI: 10.5539/jas.v15n3p58
L. L. Benchimol-Reis
Molecular markers are an important tool for plant breeding. Since the 1980s, in response to the technology development, molecular marker approaches have been further diversified. The establishment of new-generation sequencing and high-throughput plant phenotyping has greatly decreased the time to genotype large numbers of individuals. For breeders who are not very familiar with molecular techniques and want to catch up with the advances in the field, this review offers basic knowledge. Each molecular marker technology has specific advantages as well as limitations. Molecular marker types, diversity studies, QTL mapping, associative mapping, marker-assisted backcrossing and genomic selection are explored. Marker application in plant breeding is also described. In the genome, molecular markers can detect the genetic architecture of a trait, but also identify candidate genes with an important role in plant breeding programs.
分子标记是植物育种的重要工具。自20世纪80年代以来,随着技术的发展,分子标记方法进一步多样化。新一代测序和高通量植物表型的建立大大减少了对大量个体进行基因分型的时间。对于不太熟悉分子育种技术的育种人员,希望了解分子育种技术的最新进展,本文将为他们提供基础知识。每种分子标记技术都有其特定的优点和局限性。探讨了分子标记类型、多样性研究、QTL定位、关联定位、标记辅助回交和基因组选择。介绍了标记在植物育种中的应用。在基因组中,分子标记可以检测性状的遗传结构,也可以识别候选基因,在植物育种计划中发挥重要作用。
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引用次数: 0
Agriculture System Modeling to Increase Productivity and Production Through Sustainable Resource Management 通过可持续资源管理提高生产力和产量的农业系统建模
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-15 DOI: 10.5539/jas.v15n2p10
E. Suryani, R. A. Hendrawan, Mudjahidin Mudjahidin, D. Damanhuri, I. Muhandhis, Alifia Az-Zahra, Shuo Yan-Chou, Much Rony, Akhmad Jani Masyhudi
Mismanagement of soil nutrients, poor site selection of loose soil, steep slopes for agriculture, parallel contour plowing, ground cover removal, and slash-and-burn contribute to soil degradation and erosion. Therefore, developing strategies and policies related to improving productivity, production, and better resource management is important to achieve a sustainable agriculture system. This paper aims to provide an analytical model of the agriculture system to increase productivity and production through sustainable resource management. System dynamics (SD) modeling was used to model the relationships between significant variables in improving land productivity, production, and sustainable resource management. SD can accommodate complexity and nonlinearity in real systems. Increasing resource management is required to achieve a sustainable agriculture system. Better resource management can be done using superior seeds according to location, balanced fertilization, and the application of plant-based pesticides. Productivity depends on water availability, rainfall, temperature, seed quality, the effect of the Jajar Legowo planting system, pest and disease control, soil nutrients, and soil fertility. Rice production is affected by milled rice production, rendement, and lost seeds.
土壤养分管理不善、松散土壤选址不当、农业坡度陡峭、平行等高线耕作、地面覆盖物清除和刀耕火种都导致了土壤退化和侵蚀。因此,制定与提高生产力、产量和更好的资源管理有关的战略和政策对于实现可持续农业系统至关重要。本文旨在提供一个农业系统的分析模型,通过可持续的资源管理来提高生产力和产量。采用系统动力学(SD)模型对提高土地生产力、生产和可持续资源管理的重要变量之间的关系进行建模。SD可以适应实际系统的复杂性和非线性。为实现可持续农业系统,需要加强资源管理。更好的资源管理可以根据地理位置、均衡施肥和使用植物性农药来使用优质种子。生产力取决于水分供应、降雨量、温度、种子质量、Jajar Legowo种植系统的效果、病虫害控制、土壤养分和土壤肥力。稻米生产受到精米生产、退化和籽粒流失的影响。
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引用次数: 0
Impact of Acetochlor Rate and Application Timing on Multiple-Herbicide-Resistant Waterhemp Control in Corn and Soybean 乙草胺用量及施用时机对玉米、大豆多重抗除草剂水麻防治的影响
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-15 DOI: 10.5539/jas.v15n2p1
Hannah E. Symington, N. Soltani, Allan C. Kaastra, D. Hooker, D. Robinson, P. Sikkema
Documented 6-way (Groups 2, 4, 5, 9, 14, and 27) and 5-way (Groups 2, 5, 9, 14, and 27) multiple-herbicide-resistant (MHR) waterhemp have been confirmed in the US and Canada, respectively causing corn and soybean yield losses > 70%. The objective of this study was to determine the effect of acetochlor application timing and rate on non-emerged MHR waterhemp control in corn and soybean. Acetochlor is not yet registered in Canada, but it could be useful component of an integrated MHR waterhemp control program. Two studies, one in corn and one in soybean, were conducted in southwestern Ontario, Canada from 2020 to 2022. Three rates of acetochlor were applied preplant (PP), preemergence (PRE) and postemergence (POST) to non-emerged waterhemp. In corn, acetochlor [Emulsifiable Concentrate (EC)] applied at 1,225, 2,100 and 2,950 g ai ha-1 controlled MHR waterhemp 81, 85, and 90%, respectively, at 8 weeks after POST application (WAC). Acetochlor EC applied POST or PRE provided better control than when applied PP at 4, 8, and 12 WAC. In soybean, acetochlor [Capsule suspension (CS)] applied at 1,050, 1,375, and 1,700 g ai ha-1 controlled MHR waterhemp 63, 70, and 74%, respectively, at 8 WAC. The timing of acetochlor CS application did not affect MHR waterhemp control. Acetochlor applied at the low, medium, and high rate reduced waterhemp density by 87, 89, and 92% in corn, and by 82, 84, and 87% in soybean, respectively. The high rate of acetochlor provides acceptable control of MHR waterhemp in corn; control in soybean was inadequate.
在美国和加拿大,已证实6路(第2、4、5、9、14和27组)和5路(第2、5、9、14和27组)多重抗除草剂水麻,分别造成玉米和大豆产量损失> 70%。本研究的目的是确定乙草胺的施用时间和用量对玉米和大豆中未出现MHR水麻的防治效果。乙草胺尚未在加拿大注册,但它可能是综合MHR水大麻控制计划的有用组成部分。从2020年到2022年,在加拿大安大略省西南部进行了两项研究,一项是玉米,一项是大豆。对未出苗的水麻分别施用三种浓度的乙草胺(PP)、出苗前(PRE)和出苗后(POST)。在玉米中,在施用后8周,分别施用1,225、2,100和2,950 g的乙草胺[可乳化浓缩物(EC)],控制MHR水麻81、85和90%。乙草胺EC在4、8和12 WAC时施用POST或PRE比施用PP时具有更好的控制效果。在大豆中,乙草胺[胶囊悬浮液(CS)]分别以1050、1375和1700克的剂量在8 WAC时施用于MHR控制的水麻中,分别为63,70和74%。乙草胺CS的施用时间不影响MHR水麻的控制。施用低、中、高剂量乙草胺后,玉米的水麻密度分别降低87%、89%和92%,大豆的水麻密度分别降低82%、84%和87%。对乙草胺的高投加率是玉米中MHR水麻可接受的控制方法;对大豆的防治力度不够。
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引用次数: 0
Potential for Use of Seaweed as a Fish Feed Ingredient: A Review 海藻作为鱼类饲料原料的潜力综述
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-15 DOI: 10.5539/jas.v15n2p96
Rachel Mwendwa, Michael Wawire, P. Kahenya
Seaweeds, also known as macroalgae are marine plants used widely as food and applied in other food allied industries, pharmaceuticals, cosmetics and agrochemical industries. Their production has increased over the years with advancement in identification and cultivation of different seaweed species. Over the years seaweeds have been explored as a food due to their nutrition value and bioactive compounds that are beneficial to human nutrition and health. With this principle, seaweeds can also be used as feed ingredient in aqua feeds especially due to the fact that it is a source of omega-3 and hence can be used as an alternative to fish oil whose supply has declined. Studies have shown that polyunsaturated fatty acids which are important in fish nutrition can account for about 50% of total fatty acids in seaweeds. In addition to being a good source of polyunsaturated fatty acids, seaweeds provide protein and minerals, vitamins. They are also characterized with high levels of protein rich in all the amino acids relative to some higher plant-based protein crops like soya bean. This review, therefore, aims to look at the potential of seaweed as an aqua feed ingredient with the emphasis on the nutritional characteristics.
海藻,又称巨藻,是一种被广泛用作食品的海洋植物,应用于其他食品相关工业、制药、化妆品和农化工业。多年来,随着不同海藻种类的鉴定和培育的进步,它们的产量有所增加。多年来,由于海藻的营养价值和对人体营养和健康有益的生物活性化合物,人们一直在探索将其作为一种食物。根据这一原理,海藻也可以用作水产饲料的饲料成分,特别是因为它是omega-3的来源,因此可以用作供应减少的鱼油的替代品。研究表明,在鱼类营养中起重要作用的多不饱和脂肪酸可占海藻总脂肪酸的50%左右。海藻除了是多不饱和脂肪酸的良好来源外,还提供蛋白质、矿物质和维生素。与大豆等植物性蛋白质含量较高的作物相比,它们还具有富含所有氨基酸的高水平蛋白质的特点。因此,本综述旨在探讨海藻作为水产饲料原料的潜力,并重点介绍其营养特性。
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引用次数: 1
Design of Venturi-Type Fertilizer Injectors to Low-Pressure Irrigation Systems 低压灌溉系统文丘里式喷肥器的设计
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-15 DOI: 10.5539/jas.v15n2p25
A. García-Saldaña, M. Castañeda-Chávez, A. Pérez-Vázquez, J. P. Martínez-Dávila, E. Carrillo-Ávila
Twenty prototypes of Venturi-type fertilizer injectors for low-pressure agricultural irrigation systems were designed based on functional hydraulic pressure head and variation of their structural designs. These prototypes were modelled in three dimensions (3D) and evaluated using simulation through Computational Fluid Dynamics software (CFD). The main structural design characteristics come from a real necessity to complement an low pressure multigate irrigation system project named in Spanish “El Manzano” (The Apple tree) and bring it the fertigation possibility. The aim of this research was to select the best prototype, in order to identify the convergent and divergent angles, throat diameter and hydraulic pressure head to efficiently produce a Venturi-type injector for use in gated-irrigation pipe irrigation systems for use in a future in “El Manzano” project. As a result of the simulations, the physical characteristics of the injector were defined. The inlet and outlet diameters should be 152.4 mm, the throat diameter 76.2 mm and the suction diameter of 50.8 mm. The convergent and divergent angles showing most improved performances were 7.5 and 10°, respectively. This methodology can be used to construct Venturi-type fertilizer injectors for low-pressure gated-pipe agricultural irrigation systems, which, on one side, can reduce significantly the fertilizer application costs and, on the other side, the fertilizer management efficiency can be also improve considerably to save water resources. There is relatively very little experience in using this type of fertilizer injectors in low-pressure irrigation systems.
基于功能液压头和结构设计的变化,设计了20台低压农业灌溉系统用文丘里式喷肥机样机。这些原型在三维(3D)中建模,并通过计算流体动力学软件(CFD)进行模拟评估。主要的结构设计特点来自于一个低压多门灌溉系统项目的实际需要,该项目以西班牙语“El Manzano”(苹果树)命名,并为其带来施肥的可能性。本研究的目的是选择最佳原型,以确定会聚角和发散角,喉道直径和液压头,以有效地生产文丘里型喷射器,用于未来的“El Manzano”项目的门灌管灌溉系统。通过模拟,确定了喷油器的物理特性。进、出口直径152.4 mm,喉道直径76.2 mm,吸力直径50.8 mm。收敛角和发散角分别为7.5°和10°。该方法可用于低压门管农业灌溉系统的文丘里式注肥器的构建,一方面可以显著降低施肥成本,另一方面也可以显著提高肥料管理效率,节约水资源。在低压灌溉系统中使用这种类型的肥料喷射器的经验相对很少。
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引用次数: 0
Reviewer Acknowledgements for Journal of Agricultural Science, Vol. 15, No. 2 《农业科学杂志》第15卷第2期审稿人致谢
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-15 DOI: 10.5539/jas.v15n2p109
A. Brown
Reviewer acknowledgements for Journal of Agricultural Science, Vol. 15, No. 2, 2023.
《农业科学杂志》第15卷第2期,2023年审稿人致谢。
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引用次数: 0
Interspecific and Intraspecific Rootstock Suitability for Vegetative Propagation of Petai (Parkia speciosa, Hassak.) Petai (Parkia speciosa, Hassak.)种间和种内砧木对无性繁殖的适宜性
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-15 DOI: 10.5539/jas.v15n2p50
P. Purnomosidhi, Iskak Nugky Ismawan, M. Surgana, A. Prahmono
The intraspecific and interspecific suitability of five species as rootstocks for the vegetative propagation of petai (Parkia speciosa, Hassak.) was tested in a two-step study testing budwood and top grafting methods. Stage 1 used rootstock of lamtoro (Leucaena leucocephala), flamboyant (Delonix regia) and petai (as a control). The results showed that the petai-lamtoro and petai-flamboyant graft combinations all died within two weeks of grafting. The petai-petai combination demonstrated 25% survival one month after grafting. Stage 2 again tested lamtoro and petai (as a control), as well as sengon (Paraserianthes falcataria) and kedawung (Parkia timoriana) as rootstocks. Similar to Stage 1 results, the petai-lamtoro and petai-sengon combinations suffered 100% mortality two weeks after grafting. The petai-kedawung and petai-petai combinations demonstrated 40% and 50% survival, respectively, one month after grafting. Based on results it is concluded that kedawung and petai are suitable rootstocks for petai scion with the budwood and top grafting methods, but lamtoro, sengon and flamboyant are incompatible. Examination during the study indicated that grafts of the dead specimen were discoloured and dried. Furthermore, all the species in the study have thin cambiums that are sensitive to high temperature, low humidity and desiccation. Recommendations are provided to reduce the vulnerability of petai grafts to desiccation during scion harvesting, pre-grafting nursery management, grafting operations and post-grafting management. An alternative for multiplying small numbers of high-yielding petai individuals and varieties is suggested.
采用芽木嫁接和顶嫁接两步法研究了5种不同种属作为petai (Parkia speciosa, Hassak.)无性繁殖砧木的种内和种间适宜性。阶段1以lamtoro (Leucaena leucocephala)、flamboyant (Delonix regia)和petai(作为对照)为砧木。结果表明,花梗-花梗和花梗-花梗组合在嫁接后2周内均死亡。瓣-瓣组合在移植后1个月的存活率为25%。阶段2再次试验了lamtoro和petai(作为对照),以及sengon (parparianthes falcataria)和kedawung (Parkia timoriana)作为砧木。与第一阶段的结果相似,嫁接后两周,花瓣-lamtoro和花瓣-sengon组合的死亡率为100%。嫁接1个月后,花瓣-克大雄和花瓣-花瓣组合的存活率分别为40%和50%。结果表明,用芽木和顶接法嫁接花瓣接穗时,可大雄和花瓣是适宜的砧木,而兰托罗、胜根和浮华是不相容的。研究期间的检查表明,死亡标本的移植物变色和干燥。此外,研究中的所有物种都有薄的形成层,对高温、低湿和干燥敏感。提出了降低花瓣嫁接在接穗收获、嫁接前苗圃管理、嫁接操作和嫁接后管理过程中容易发生干燥的建议。提出了一种使少量高产花瓣个体和品种繁殖的替代方法。
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引用次数: 0
Insect Growth Disruptors Cause Mouthpart Malformations, Inhibition of Feeding, and Mortality in the Neotropical Brown Stink Bug Euschistus heros (Hemiptera: Pentatomidae) 昆虫生长干扰剂导致新热带褐臭虫口器畸形、摄食抑制和死亡(半翅目:蝽科)
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-15 DOI: 10.5539/jas.v15n2p40
Marcos A. Ferreira Agüero, P. S. Cremonez, P. Neves
The Neotropical brown stink bug, Euschistus heros, is the most important sucking pest of soybean crops, quantitatively and qualitatively affecting grain and seed. This study aimed to determine mouthpart deformities, feeding inhibition, and E. heros nymphs’ mortality when in contact with insect growth disruptors (IGDs). The effects of two insecticides of the chitin biosynthesis inhibitor group (CBIs), lufenuron and diflubenzuron, and the juvenile hormone analog pyriproxyfen were tested in the laboratory. CBI application promoted mouthpart deformities, feeding inhibition, alteration of metamorphosis, and mortality of E. heros nymphs. Although pyriproxyfen did not cause mouthpart deformation, it caused certain mortality for nymphs, possibly due to physiological disorders. Lufenuron caused feed inhibition and mortality in less time when compared with diflubenzuron and pyriproxyfen. It was also more toxic to 4th instar nymphs. The insecticides, when used in higher concentrations, increased nymph’s mortality in less time. Nymphs with deformed mouthparts were unable to feed and died. All IGDs in the tested concentrations caused 100% mortality and prevented adult formation.
新热带褐臭虫(Euschistus heros)是大豆作物最重要的吸虫,从数量和质量上影响粮食和种子。本研究旨在研究昆虫生长干扰物(IGDs)对大叶蝉口器变形、摄食抑制及死亡率的影响。在室内试验了几丁质生物合成抑制剂组(CBIs)两种杀虫剂——氟虫腈和双氟苯脲,以及幼虫激素类似物吡丙醚的作用。应用CBI后,会导致海蛾口器畸形、摄食抑制、变态改变和死亡。虽然吡丙醚不会引起口器变形,但对若虫造成一定的死亡率,可能是由于生理障碍所致。与二氟苯脲和吡丙醚相比,氟虫腈在较短的时间内产生饲料抑制和死亡率。它对四龄若虫的毒性也更大。浓度越高,若虫的死亡率越低。口器畸形的若虫无法进食而死亡。在测试浓度下,所有igd的死亡率均为100%,并阻止成虫形成。
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引用次数: 1
Economic Feasibility of Management of Fertilization in the Soybean-Corn System Cultivated in Succession 大豆-玉米轮作系统施肥管理的经济可行性
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-15 DOI: 10.5539/jas.v15n2p71
J. M. Santos, Ricardo Francischini, V. Cantão, Raquel de Sousa Neta, C. B. Santos, R. Tavares, Kamila Lobato Moraes, Jordana Fátima Moraes Carvalho, G. O. Santos, W. Peres
Fertilization management is one of the agricultural practices that demand high investment. Thus, the objective was to evaluate the economic viability of using combinations of fertilizers applied to soybean and corn cultivated in succession in Goiás Savanna soil. The experiment was carried out in the field, in randomized blocks. The fertilization management consisted of the combination of monoammonium phosphate fertilizers; urea; 08:40:00 +9.3%S and 3.2% Ca; simple superphosphate; potassium chloride; elemental sulfur; polyhalite (37% K2O + 9.2% S, 5.8% Ca and 1.7% Mg) and polyhalite S (14% K2O + 19.2% S, 12% Ca and 3.6% Mg) which were applied in soybean sowing and evaluated the residual effect on corn. The economic assessment took into account crop productivity and fertilizer prices in the 2018/2019 agricultural year. For each treatment, the operating cost (COi) and profitability indicators were calculated: gross revenue (GRi); net revenue (NRi); profitability index (PITi); equilibrium production (Yei) and equilibrium price (Pei). Crop productivity was not influenced by fertilizer management, showing that economic indicators can help producers choose the management with the best return and that adjusts to the financial situation of the rural company. Thus, it is concluded that the management of MAP + KCl fertilization was economically outstanding in soybean cultivation and the MAP/S + KCl applied to soybeans, associated with nitrogen fertilization in corn coverage was the most viable for off-season corn. The economic indicators showed that the MAP+KCl fertilization performed on soybean, associated with urea in corn coverage, is the most viable management system for the soybean-corn production system cultivated in succession.
施肥管理是投资较高的农业实践之一。因此,目的是评价在Goiás热带草原土壤中连续种植大豆和玉米时使用化肥组合的经济可行性。实验是在野外随机进行的。施肥管理为单铵磷肥配施;尿素;08:40:00 +9.3%S和3.2% Ca;简单的过磷酸钙;氯化钾;单质硫;将聚盐石(37% K2O + 9.2% S, 5.8% Ca, 1.7% Mg)和聚盐石S (14% K2O + 19.2% S, 12% Ca, 3.6% Mg)分别施用于大豆播种,并对玉米进行残留效果评价。经济评估考虑了2018/2019农业年度的作物生产力和化肥价格。对于每个处理,计算运营成本(COi)和盈利能力指标:总收入(GRi);净收入;盈利能力指数;均衡产量(Yei)和均衡价格(Pei)。作物生产力不受肥料管理的影响,说明经济指标可以帮助生产者选择收益最佳的管理方式,并适应农村公司的财务状况。综上所述,MAP + KCl施肥管理在大豆栽培中经济效益突出,在大豆上施用MAP/S + KCl,配合玉米覆盖氮肥,在玉米淡季最可行。经济指标表明,在大豆上施用MAP+KCl肥,配以玉米覆盖尿素,是大豆-玉米连作系统最可行的管理制度。
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引用次数: 0
Diameter Distribution of Vouacapoua americana Aublet in the Brazilian Amazon 巴西亚马逊河流域美洲武卡波亚的直径分布
IF 2 4区 农林科学 Q2 AGRICULTURE, MULTIDISCIPLINARY Pub Date : 2023-01-15 DOI: 10.5539/jas.v15n2p82
Rodrigo Antonio Pereira Junior, A. Ruschel, D. C. L. Costa, Dennys Chrystian Pinto Pereira, Ulisses Sidnei da Conceição Silva
Vouacapoua americana Aublet was classified as endangered in 2013 and its extraction banned in 2014. Forest management allows conservation and sustainable production, but, for this, knowledge of diameter distribution is fundamental. This study aimed to characterize and analyze diameter distribution patterns of the species at different sites in the Brazilian Amazon. Data on trees with diameter ≥ 10 cm were acquired from continuous forest in permanent sample plots and preharvest forest inventories (PHFIs) of nine forest management areas. Absolute density, diameter distribution, and De Liocourt quotient (q) were calculated. Diameter distributions were fitted by a linearized Meyer type I distribution function, and the similarity between distributions was analyzed by the nonparametric Kruskal-Wallis test (H-test). The species showed high density (6.31 to 25.55 trees/ha). Mensrured diameters ranged from 10.00 to 127.32 cm. A decreasing behavior was observed in all diameter distributions, with few discontinuous distributions and mostly truncated distributions. The De Liocourt quotient (q) did not show constancy or proximity, with values ranging from 0.4 to 23.48. Diameter distributions did not differ by the Kruskal-Wallis test (H = 15.45, p = 0.3479). Diameter distributions fitted by the Meyer model resulted in an inverted “J”-like curve. The diameter structure showed a high density of individuals, a decreasing distribution from smaller to larger diameter classes, a characteristic inverted “J” pattern, and unbalanced diameter distributions.
2013年,美洲武阿卡波亚被列为濒危物种,2014年禁止提取。森林管理允许保护和可持续生产,但是,为此,直径分布的知识是基础。本研究旨在描述和分析巴西亚马逊不同地点的物种直径分布模式。在9个森林经营区域的永久样地连续森林和采伐前森林清查(phfi)中获取直径≥10 cm的树木数据。计算绝对密度、直径分布和De Liocourt quotient (q)。直径分布采用线性化Meyer I型分布函数进行拟合,分布间相似性采用非参数Kruskal-Wallis检验(h检验)进行分析。密度较高(6.31 ~ 25.55株/ha)。测量的直径范围从10.00到127.32厘米。所有直径分布均呈下降趋势,不连续分布少,截尾分布多。De Liocourt quotient (q)的值在0.4 ~ 23.48之间,不具有稳定性和接近性。通过Kruskal-Wallis检验,直径分布没有差异(H = 15.45, p = 0.3479)。Meyer模型拟合的直径分布呈倒“J”型曲线。直径结构表现为个体密度高,由小径级向大径级递减,呈倒“J”型分布,且直径分布不平衡。
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引用次数: 0
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Journal of Agricultural Science
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