在盐胁迫下外源维生素浸种对小麦发芽及幼苗生长的影响

维生素(Vitamin)又称维他命，为“万年青”产品，是维持人体生命健康必需的一类低分子有机化合物质。维生素对人体健康的作用人们研究很多, 维生素可以增强人体对感染的抵抗力，降低出生缺陷及降低癌症和心脏病发病率等，一旦缺乏，肌体代谢就会失去平衡，免疫力下降，各种疾病，病毒就会趁虚而入；而维生素对作物影响的研究却很少。目前为止，尚无对用维生素浸种的方法来研究外源维生素是否对小麦种子萌发及幼苗生长起调节作用的报道，且对其在小麦抗逆性方面影响的研究甚少，对盐的胁迫抗性研究尚未有人报道。小麦（Triticum aestivum L.）属于拒盐的淡土性作物。盐害不利于小麦生长，严重影响小麦的产量和品质。本研究采用4 种不同维生素VB1、VC、VB6、VPP，分别对供试小麦品种川育12（红皮）、川育16（白皮）小麦浸种后，在一般自然条件下和逆境（盐胁迫条件）下，进行试验。探讨在正常情况下与在不同盐浓度条件下，各维生素及盐浓度对小麦发芽及幼苗生长的影响，并且比较两种不同皮色的小麦在相同盐胁迫条件下的差异表现，同时研究维生素处理的特异性，且哪种维生素对盐害缓解作用最佳。研究结果表明：在无盐胁迫（自然）条件下，对用4 种不同维生素VB1、VC、VB6、VPP 浸种小麦川育12、川育16 后的种子萌发及幼苗生长（幼苗的根长、根重、苗高、苗鲜重）的研究结果表明：4 种外源维生素浸种均对小麦发芽有调节作用，都能提高其最终发芽率。但是提高幅度有所差异。用VB6 浸种后的小麦提高幅度最多，VC 次之，VPP 提高幅度最小。同时，4 种外源维生素浸种对小麦种子的出芽速度及芽后长势也有一定的影响。VB6、VC 处理的小麦种子出芽速度最快，萌发后长势最好；VB1 出芽速度相对较慢，VPP 最慢,但都大于对照；VB1 处理长势略高于对照，VPP 处理的小麦长势则低于对照。从整体来看，VB6、VC处理促进效应明显， VB1 次之，而VPP 在某些方面无效甚至产生负效应。此外，相同的维生素处理对不同的品种的种子萌发、生长效果也存在差异，各种维生素作用于川育12 的效应均强于对川育16。进一步对幼苗根系TTC 还原力及幼苗叶片中硝酸还原酶活性进行测定、分析。研究发现：并非所有种类的维生素对幼苗根系TTC 还原力及幼苗叶片中硝酸还原酶活性的提高都有帮助。幼苗根系TTC 还原力在不同维生素处理下存在显著差异，而与小麦品种关系甚微。经VB6、VC 处理后，根系TTC 还原力测定值均显著高于对照，VB1 不明显，VPP 则略低于对照。VB6、VC 处理的幼苗叶片中硝酸还原酶的含量大于对照，VB1 与对照相差无几，而VPP 处理的川育12 幼苗叶片中的硝酸还原酶活性比对照CK 略高，而在川育16 中则略比对照CK 有所下降，呈现出抑制效应。综上结果表明：VB6、VC 具有促进种子发芽，幼苗生长及根系生长的作用，是较好的促生长剂；VPP 具有抑制作用，是较好的抑制剂，可进一步研究、开发利用。在盐胁迫条件下，对用4 种不同维生素VB1、VC、VB6、VPP 浸种川育12、川育16 后的种子萌发及幼苗生长（幼苗的根长、根重、苗高、苗鲜重）的研究结果表明：在不同盐浓度胁迫条件下， 各处理的种子萌发及幼苗生长均受到不同程度的抑制。随着盐浓度的增加, 发芽率、发芽指数和活力指数成下降趋势；幼苗的根长、根重、苗高、苗鲜重不断降低。4 种维生素处理间也表现出较大差异。VB6、VC 在每个处理中均保持对盐害的缓解作用，VB6 较VC 更易于促进发芽及幼苗生长。最终发芽率高，根系多、长、重，苗高高、重。而VB1、VPP 则表现出抑制作用。在高盐浓度150mM 时，4 种维生素浸种后的种子，其最终发芽率均不能达到40％，但VB6、VC 处理最终发芽率、苗重、根重均高于对照，VPP 最终发芽率、苗重、根重均低于对照。进一步对幼苗根系TTC 还原力及幼苗叶片中脯氨酸含量进行测定、分析。研究发现：不同盐浓度，不同维生素处理、不同品种间存在差异。随着盐浓度的增加（75mM，100mM，150mM），幼苗根系TTC 还原力活性成下降趋势，幼苗叶片中脯氨酸的积累量成上升趋势。VB6 处理脯氨酸含量增加最为明显，VC 次之，VPP 与对照接近，其变化幅度最小。经VB6、VC 处理后的幼苗根系还原强度，在不同盐浓度下，测定值均显著高于对照，VB1 不明显，VPP 则低于对照，产生负效应。此外，品种间表现不尽相同，相同的维生素处理，相同的盐浓度对不同的品种的种子萌发、生长效果也存在差异， 4 种维生素对川育16 的作用均强于川育12，但其影响趋势是一致的。说明VB6、VC 具有耐（抗）盐性，可以促进种子发芽和幼苗生长，是较好的耐（抗）盐拌种剂。 Vitamin is one kind of necessary low molecular compound for humans tosustain health and life. Lots of Studies have been done on the effectc of the vitaminsfor people. Vitamin can help people improve the body's natural resistance to disease,Drop the rate of birth defects、cacers and the incidence of the heart diseases. Ifpeople have less of them, the metabolism of the organism may throw off balance,immunity may drop off, and catch disease; Though the effects for Vitamin to thecrops are limited. up to now, there’s no one use soking seeds of wheats with vitaminsas a method, to study on how the effects will happen on the wheat seed germinationand seedling growth, and there are only few reserches on antireversion force forwheats ,none for the antireversion force in Sault stress condition.Wheat（Triticum aestivum L.）is sensitive to the salt, so the salt damage will doharm to wheat’s growth, it will have an unfavorable impact on the output and thequality of wheat.On this reaserch, we Soaking CHY12(red)、CHY16 (white) wheat seeds withVitamin C, B1, PP, B6 (50mg/L) as a pretreatment first. Then under two condition: one is in the normal environment the other is in different Salinity, we begin ourexperiments. Then disscuss on if the vitamin and salinity affect the wheat seedgermination and seedling growth, and what is the different between the two of them,the result shows that:Under the normal condition, after soaking seeds with VB1、VC、VB6、Vpp，we study on the their seed germination and the seeding growth(the root length andweights, The seedling heights and weights), it shows that all of those four kinds ofvitamin can adjust the seed germination, but different in The growth rate. VB6 isbest for increase, VC comes second,VPP is the worst. Meanwhile, those four vitaminalso have effect on the speed of the sprouting of the wheat. VB6、Vc can faster theseed germination most, and the seedlings are all doing well; VB1 do little effects onthe budding, Vpp is the worst, but all treatments are better than CK; but in Vi, VB1some what above the CK, while VPP lower than that. On the whole, the acceleratingeffect of VB6、VC are obvious, VB1 takes second place, but VPP in some aspects arenoneffective even have negative effect. Furthermore, different kind of seeds with thesame vitamin may different in seed germination and seedling growth, four vitaminson CHY16 is better than CHY12.More studies on TTC reductive capacity of roots and the activity of nitratereductase in the leaves, the reasult shows not all the vitamin can help the seedlings toimprove the TTC reductive capacity and the activity of nitrate reductase. TTCreductive capacity in different treatments shows significant differences,but notcorrelate to the variety of the wheat. The TTC reductive capacity of VB6、Vctreatments are all higher than CK, VB1 is nearly the same as CK, VPP is a littlelower than CK. Through the study of acivity of nitrate reductase, it shows that,VB6、VC are higher than CK ,VB1 is nearly the same as CK also, VPP is a little higher inthe CK of CHY12 but lower in CHY16. Through all the results above: VB6、Vc helpthe wheat seed germination, seedling growth and the growth of roots, is theperfectable factor of stimulating the growth; Vpp is a inhibition, that’ll be furtherreserch,and well develop and utilize in the future.Under the different Salinity condition, after soaking seeds with VB1、VC、VB6、Vpp，we study on the their seed germination and the seeding growth(the root lengthand weights, The seedling heights and weights), it shows that: under differentsalinity, the seed germination and the seedling growth of any treatment are inhibited.With the increase of the concentration, the germination rate, Vi、Gi all had fallen; theroot length and weight, the seedling heights and weights steadily sank down. There are also have pronounced difference between all treatments with four differentvitamins.VB6、VC in all treatments are alleviative the salt damage, VB6 is easier tocause to put forth buds than VC, and it’s quantitative value is the highest in theultimate germination rate, in root and seedlings’ hight and weight. Though the VPP、VB1 are seems to inhibite its growth. Under the high concentration150mM Nacl, theultimate germination rate in all treatments are below the 40%, but VB6、VC’squantitative values in any experiments are higher than CK,while VPP lower thanCK.Then we study on the TTC reductive capacity of roots and the content of Polinein leaves, the result shows that between the different salinity, different vitamintreatments, different varieties of the wheat have discrepancy.along with theincreasing concentraion of the salinity（75mM，100mM，150mM），TTC reductivecapacity of roots decreases, the accumulation of the content of Poline in leaves havean upward trend. The increase of VB6’s treatment are obviously, VC comessecond,VPP is nearly come up with CK, changes a little. In TTC reductive capacity of roots’s reserch, VB6、VC are higher than CK at any time,VB1 is not palpable,VPP is lower than CK, makes negative affect on wheat. In addition, varieties of thewheats are remain different, no matter it shows promoting or inhibiting, all fourvitamins have moreobvious effects on CHY16 than CHY12, but the tendency of theeffection are the same. It is say that VB6、VC can help wheat to standwith the saultwell, and promot in growth，they are the better reagent to mix with the seed.

CO_2和O_3浓度升高对春小麦活性氧代谢及抗氧化酶活性的影响

【目的】揭示CO2和O3浓度升高及其复合作用对植物活性氧(ROS)代谢及抗氧化酶活性的影响机理。【方法】以春小麦(Triticum aestivum L.)为试材,利用开顶式气室(OTCs)研究CO2和O3浓度升高及其复合作用下,春小麦叶片膜脂过氧化程度,活性氧产生速率、含量及抗氧化酶活性的变化。【结果】在整个生育期内,与对照相比,高浓度CO2[(550±20)μmol·mol-1]处理下,春小麦叶片相对电导率、MDA含量减小,产生速率、H2O2含量下降,SOD、CAT、POD和APX活性增强;而在O3浓度为(80±10)nmol·mol-1的条件下,春小麦叶片相对电导率、MDA含量增大,产生速率、H2O2含量升高,SOD、CAT、POD和APX活性总体上有所减弱;CO2和O3浓度升高复合[(550±20)μmol·mol-1+(80±10)nmol·mol-1]处理下,春小麦叶片MDA含量、产生速率和SOD活性总体上低于对照,而相对电导率、H2O2含量以及CAT、POD和APX活性总体上增加。【结论】CO2浓度升高抑制了春小麦叶片活性氧的代谢速率,提高了抗氧化酶的活性,对春小麦表现为保护效应,而O3浓度升高促进了春小麦叶片活性氧的代谢速率,降低了抗氧化酶的活性,对春小麦表现为伤害效应。在CO2和O3浓度升高复合处理下,CO2浓度升高在一定程度上缓解了O3浓度升高对春小麦的伤害效应,而O3浓度升高亦在一定程度上削弱了CO2浓度升高对春小麦的保护效应。

水肥空间组合对成熟期冬小麦各器官氮磷养分分配的影响

以肥熟土垫旱耕人为土为供试土壤,冬小麦(Triticum aestivum L.)小偃22为供试植物,在全生育期人工控制土壤水分条件下,采用分层隔水土柱法研究了与田间土层分布相同土柱不同土层水分、氮、磷组合对冬小麦不同器官氮、磷养分累积及分配的影响.结果表明:(1)冬小麦不同器官氮、磷累积量表现为籽粒茎秆、叶>穗余部>根系.(2)与整体湿润处理相比,上干下湿水分处理可降低小麦各器官氮、磷累积量,但仅籽粒氮、磷累积量所占比例减少,而营养器官氮累积量所占比例均增加.(3)从肥料处理看,单施氮、单施磷和氮磷配施处理的小麦植株各器官氮、磷累积量均比对照增加,但籽粒氮、磷累积量所占比例均减小.(4)施肥层根系氮、磷累积量比对照相对增加,并以0～30cm土层根系氮、磷累积量为最高.(5)单施氮条件下,以0～90cm土层施肥各器官氮、磷累积量最高,0～30cm土层施肥最低;单施磷和氮磷配施时,以0～90cm土层施肥处理籽粒氮、磷累积量最高,其次是0～30cm土层施肥.由于石灰性土壤中肥料氮终产物以硝态氮为主且容易移动,而磷肥不易在土壤中迁移,在生产实践中仍以氮磷配施入0～30cm土层为佳.

不同类型作物对干湿交替环境的反应

通过对干湿交替环境下春小麦、马铃薯、大豆和玉米等作物的产量、水分利用效率及光合作用、蒸腾作用、气孔导度等生理变化的研究表明 :( 1 )春小麦和马铃薯在干湿交替环境下可获得与充分供水相当的产量而它们的水分利用效率却显著提高 ,大豆减产幅度较大 ,玉米减产严重 ,其水分利用效率显著低于全湿处理 ;( 2 )浇水后各作物的光合速率、蒸腾速率和气孔导度都有所增加 ,但不同作物增加的幅度不同 ,就是同一作物各指标的增幅也不同 ;( 3)干湿交替环境下同化物的运输模式有利于春小麦籽粒的充实和马铃薯块茎的膨大 ,而不利于玉米产量的形成 ;( 4 )产量不仅决定于营养生长阶段 ,更主要决定于生殖生长阶段。此外 ,还就干湿交替过程中若干生理变化和经济产量形成机制作了初步探讨。

水肥空间组合对冬小麦生物学性状及生物量的影响

目的】研究水肥空间组合对冬小麦形态指标及生物量的影响,对指导旱地施肥具有一定理论和实践意义。【方法】以肥熟土垫旱耕人为土为供试土壤,在全生育期遮雨和人工控制土壤水分条件下,采用分层隔水土柱试验法研究与田间土层分布相同土柱不同土层水分、氮、磷组合对冬小麦叶面积、株高、分蘖数、生物量、根冠比和收获指数等指标的影响。【结果】与整体湿润水分处理相比,上干下湿水分处理(0～30cm土层干旱胁迫,30～90cm土层湿润)下,抽穗期小麦旗叶面积、株高分别降低7.03%和3.77%;小麦地上部和根系生物量及收获指数也不同程度降低,但根冠比增加。从肥料处理看,单施磷和氮磷配施处理,小麦叶面积、株高、有效分蘖数和总生物量均极显著高于单施氮和CK,这与供试土壤各土层严重缺磷,而氮素供应相对丰富有关。从不同土层施肥看,在两种水分处理下,单施氮时,以均匀施入0～90cm土层小麦叶面积、株高、有效分蘖数、地上部生物量和根系生物量最高,施入0～30cm土层最低;单施磷和氮磷配施时,0～90cm与0～30cm土层施肥间总叶面积、旗叶面积、株高、有效分蘖数以及总生物量差异不显著,但均显著高于30～60cm和60～90cm土层相应施肥处理。【...

苜蓿干草和秸秆组合体外发酵营养特性及其利用研究

应用体外发酵产气技术,评价了苜蓿Medicago sativa干草和玉米Zea mays、小麦Triticum aestivum秸秆分别以0∶100、25∶75、50∶50、75∶25和100∶0进行两两组合时的发酵特性。结果表明：不同比例组合产气量（GP）、理论最大产气量（A）、产气速率（b）及产气延滞时间（LAG）变化趋势不同;苜蓿干草与玉米秸秆按50∶50的比例或苜蓿干草与小麦秸秆按75∶25的比例组合时的效应明显好于其他组合。48 h产气量与粗蛋白（CP）（P〈0.05）及中性洗涤可溶物（NDS）含量呈正相关关系,而与中性洗涤纤维（NDF）、酸性洗涤纤维（ADF）、半纤维（HC）含量及NDS/CP（P〈0.01）呈负相关关系;理论最大产气量与CP、NDS的含量呈正相关关系,与NDF、ADF、HC和NDS/CP（P〈0.01）呈负相关关系;产气速率与CP（P〈0.01）、HC（P〈0.01）、NDS（P〈0.01）呈极显著正相关关系,分别与NDF（P〈0.01）、ADF（P〈0.01）、NDS/CP（P〈0.05）呈负相关关系;产气延滞时间与饲草料的主要营养成分的相关关系不明显,只与NDS/CP（P〈0.05）呈显著正相关关系。结论认为,饲草中非结构性碳水化合物与蛋白质比例决定了体外发酵产气的特性。生产实践中应针对低质粗饲料营养特性,适当添补易发酵或高蛋白牧草,提高粗饲料利用效率。

Cytological and Molecular Identification of Alien Chromatin in Giant Spike Wheat Germplasm

Alien chromosomes of twelve giant spike wheat germplasm lines were identified by C-banding, genomic in situ hybridization (GISH), sequence characterized amplified region (SCAR), and random amplified polymorphic DNA (RAPD). All lines showed a chromosome number of 2n = 42, five of them carried both a pair of wheat-rye (Triticum aestivum-Secale cereal) 1BL/1RS translocation chromosomes and a pair of Agropyron intermedium (Ai) chromosomes, three carried a pair of Ai chromosomes only, three others carried a pair of 1BL/1RS chromosomes only, and one carried neither 1BL/1BS nor Ai chromosome. Further identification revealed that the identical Ai chromosome in these germplasm lines substituted the chromosome 2D of common wheat (Triticum aestivum L.), designated as 2Ai. The genetic implication and further utilization of 2Ai in wheat improvement were also discussed.

Analysis of high wheat yields in Northwest China

Grain yields of over 14 Mg ha(-1) were reported in 1978 for spring wheat (Triticum aestivum L.) grown in Northwest China. Understanding the circumstances under which this record yield was achieved may be useful in defining the key factors that lead to high grain yields and in determining the limits to wheat yield. A relatively simple, mechanistic model was used in an effort to simulate the record yield. The model was used as a framework in which various crop traits could be adjusted to match the observed crop growth. The weather that was characterized by cool temperatures and high levels of solar radiation, proved to be especially important in allowing a full-season crop to achieve record yields. Variables defining plant development in the model also had to be set to describe the high yielding cultivar grown in China. Leaf development was defined by the length of a phyllochron, which was set equal to 78 TU (thermal units, base temperature equal to 0 degrees C) based on independent data. The description of grain fill had to be defined to match simulation results with the observations. Two variables, length of the grain-fill period and the grain growth rate, were set in response to the unique traits of this cultivar and the low temperatures during grain development. These simulations led to important suggestions for examining the interaction between cool temperature regimes and developmental traits of wheat cultivars. (C) 1997 Published by Elsevier Science Ltd.

Reconhecimento oficial de área livre do nematóide Anguina tritici (Steinbuch, 1799) Chitwood, 1935, no estado de Virginia; EUA, para exportação de trigo para o Brasil.

2002

Modelagem molecular da proteína small heat shock de Xylella fastidiosa.

Este documento descreve o modelo molecular da proteína XF2234 e a análise preliminar da sua estrutura. O modelo foi construído por modelagem por homologia (ou modelagem comparativa) com a estrutura cristalográfica de uma proteína small heat shock de Triticum aestivum (trigo). A análise da estrutura tridimensional da proteína XF2234 tem o objetivo de contribuir para aumentar o conhecimento sobre o papel biológico das smHSPs, necessário para o combate à CVC.

Método do tanque classe A para irrigação do trigo no Cerrado.

2001

Tensiometria aplicada no manejo da irrigação por pivô-central na cultura do trigo.

2001

Trigo Embrapa 41: nova cultivar para Minas Gerais, Goiás e Distrito Federal.

1997

Identification and analysis of mechanisms involved in a broad-spectrum disease resistant mutant of the winter wheat cv. Guardian

M66 an X-ray induced mutant of winter wheat (Triticum aestivum) cv. Guardian exhibits broad-spectrum resistance to powdery mildew (Blumeria graminis f. sp. tritici), yellow rust (Puccinia striiformis f. sp. tritici), and leaf rust (Puccinia recondita f. sp. tritici), along with partial resistance to stagnonospora nodorum blotch (caused by the necrotroph Stagonosporum nodorum) and septoria tritici blotch (caused by the hemibiotroph Mycosphaerella graminicola) compared to the parent plant ‘Guardian’. Analysis revealed that M66 exhibited no symptoms of infection following artificial inoculation with Bgt in the glasshouse after adult growth stage (GS 45). Resistance in M66 was associated with widespread leaf flecking which developed during tillering. Flecking also occurred in M66 leaves without Bgt challenge; as a result grain yields were reduced by approximately 17% compared to ‘Guardian’ in the absence of disease. At the seedling stage, M66 exhibited partial resistance. M66, along with Tht mutants (Tht 12, Tht13), also exhibit increased tolerance to environmental stresses (abiotic), such as drought and heat stress at seedling and adult growth stages, However, adult M66 exhibited increased susceptibility to the aphid Schizaphis graminum compared to ‘Guardian’. Resistance to Bgt in M66 was characterized with increased and earlier H2O2 accumulation at the site of infection which resulted in increased papilla formation in epidermal cells, compared to ‘Guardian’. Papilla formation was associated with reduced pathogen ingress and haustorium formation, indicating that the primary cause of resistance in M66 was prevention of pathogen penetration. Heat treatment at 46º C prior to challenge with Bgt also induced partial disease resistance to Blumeria graminis f. sp. tritici in ‘Guardian’ and M66 seedlings. This was characterized by a delay in primary infection, due to increased production of ROS species, such as hydrogen peroxide, ROS-scavenging enzymes and Hsp70, resulting in cross-linking of cell wall components prior to inoculation. This actively prevented the fungus from penetrating the epidermal cell wall. Proteomics analysis using 2-D gel electrophoresis identified primary and secondary disease resistance effects in M66 including detection of ROS scavenging enzymes (4, 24 hai), such as ascorbate peroxidase and a superoxidase dismutase isoform (CuZnSOD) in M66 which were absent from ‘Guardian’. Chitinase (PR protein) was also upregulated (24 hai) in M66 compared to ‘Guardian’.Monosomic and ditelosomic analysis of M66 revealed that the mutation in M66 is located on the long arm of chromosome 2B (2BL). Chromosome 2BL is known to have key genes involved in resistance to pathogens such as those causing stripe rust and powdery mildew. The TaMloB1 gene, an orthologue of the barley Mlo gene, is also located on chromosome 2BL. Sanger sequencing of part of the coding sequence revealed no deletions in the TaMloB1 gene between ‘Guardian’ and M66.

Una aproximación mecanística al problema de las enfermedades foliares en el cultivo de trigo

Las decisiones de manejo de enfermedades foliares en el cultivo de trigo se basan generalmente en el uso de umbrales construidos a partir de relaciones empíricas que relacionan el nivel de reducción del rendimiento con el nivel de enfermedad presente en el cultivo en un momento dado. Dichas relaciones no consideran aspectos ecofisiológicos que hacen a la generación del rendimiento limitando la extrapolación de dichos umbrales a situaciones agronómicas distintas de aquellas en las que se construyeron. Comprender como las enfermedades interfieren en los procesos fisiológicos que determina la producción de biomasa y el rendimiento es de relevancia para estimar con mayor precisión y para un mayor rango de condiciones las mermas de producción originadas por las mismas. En esta tesis se exploró el efecto de las principales enfermedades foliares sobre distintos procesos fisiológicos vinculados con la generación de biomasa a partir de la medición en parcelas a campo de variables: i. a nivel de canopeo: índice de área foliar y, eficiencias de intercepción, absorción y uso de radiación entre otras y; ii. a nivel de hoja: fotosíntesis y variables relacionadas. La fotosíntesis del área verde de hojas enfermas solo se redujo bajo condiciones de saturación lumínica pero no ante condiciones de baja irradiancia, no observándose diferencias para tales efectos entre los tratamientos de alta y baja disponibilidad de nitrógeno. Considerando que las hojas de un cultivo se encuentran expuestas a niveles cambiantes de radiación debido a cambios en la incidencia de los rayos solares y a la extinción de luz en el canopeo es esperable que la reducción observada a altas irradiancias se diluya a nivel de canopeo. De hecho, las reducciones de biomasa a nivel cultivo se debieron principalmente a reducciones en la intercepción y absorción de radiación sin efectos claros sobre la eficiencia de uso de la misma. Los resultados obtenidos demuestran que aspectos tales como el nivel de cobertura foliar, la posición vertical del canopeo afectada por las enfermedades y la arquitectura del cultivo, junto con la cuantificación del nivel de enfermedades deberían ser considerados a la hora de tomar decisiones de control químico y como base para generar modelos de tipo funcionales que apoyen la toma de tales decisiones.