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CONTROL OF GLYPHOSATE-RESISTANT VOLUNTEER MAIZE USING ACCase INHIBITING HERBICIDES1 1 Received for publication in 05/28/2017; accepted in 09/14/2018.

CONTROLE DE MILHO VOLUNTÁRIO RESISTENTE AO GLYPHOSATE COM HERBICIDAS INIBIDORES DA ACCase

ABSTRACT

Controlling volunteer plants was aggravated due to the emergence of genetically modified glyphosate-resistant cultivars, requiring new technical recommendations. This work was developed with the objective of evaluating alternatives for chemical control of glyphosate-resistant maize infesting soybean crops, using ACCase inhibiting herbicides. Two experiments were carried out, one in Santa Cruz das Palmeiras (SP) and other in Não-Me-Toque (RS), Brazil. Volunteer maize plants were simulated with seeds of the DKB 390 YGRR2 hybrids, distributed between rows of soybean crops, at the density of 6 plants m-2. Combinations of the herbicides clethodim (65 and 84 g ha-1), sethoxydim (138 and 165 g ha-1), and haloxyfop (36 and 45 g ha-1) were applied at two phenological stages of the soybean crop [three (3T) and six (6T) trifoliate leaves], corresponding to the V4/V5 and V7/V8 stages of the volunteer maize, respectively, resulting in 14 treatments. A treatment without herbicide application and a treatment with manual weeding were included as check plots. Applying graminicides on maize plants at V4/V5 stage resulted in more consistent results and general efficacy. Soybean yield was lower when applying herbicide only on maize plants at V7/V8, in both locations. Therefore, management practices for glyphosate-resistant volunteer maize should be adopted early, on maize plants at the V4/V5 stage, mainly when the maize plants are from lost grains in the harvesting process. The use of the herbicides clethodim and haloxyfop results in consistent control efficacy of volunteer maize plants.

Keywords:
Glycine max; Graminicides; Management; Tolerance; Zea mays

RESUMO

O controle das plantas voluntárias foi dificultado com o advento das culturas geneticamente modificadas para tolerância ao herbicida glyphosate, exigindo novas recomendações técnicas para manejo. Este trabalho foi desenvolvido com o objetivo de avaliar alternativas para controle químico de plantas voluntárias de milho resistentes ao glyphosate, infestantes na cultura da soja, por meio de herbicidas graminicidas inibidores da ACCase. Dois experimentos foram desenvolvidos em campo, sendo um em Santa Cruz das Palmeiras (SP) e outro em Não-Me-Toque (RS). Para representar as plantas voluntárias de milho, sementes do híbrido DKB 390 YGRR2 foram distribuídos nas entrelinhas da soja, na densidade de 6 plantas m-2. Adotaram-se 14 tratamentos, resultantes da combinação dos herbicidas clethodim (65 e 84 g ha-1), sethoxydim (138 e 165 g ha-1) e haloxyfop (36 e 45 g ha-1), com dois estádios fenológicos da cultura de soja (três (3T) e seis (6T) trifólios); estando as plantas de milho voluntário nos estádios V4/V5 e V7/V8, respectivamente. Foi adicionado um tratamento sem aplicação de herbicidas e uma testemunha capinada manualmente. A pulverização dos graminicidas sobre plantas de milho em V4/V5 promoveu melhor consistência dos resultados e eficácia geral. A produtividade da soja foi reduzida em ambas as localidades com as pulverizações realizadas somente em V7/V8. Assim sendo, medidas de controle do milho voluntário resistente ao glyphosate devem ser adotadas precocemente, sobretudo quando o milho for resultante de grãos perdidos no processo de colheita. Neste sentido, destaca-se a adoção dos herbicidas clethodim e haloxyfop por sua eficácia consistente.

Palavras-chave:
Glycine max; Graminicidas; Manejo; Tolerância; Zea mays

INTRODUCTION

Brazil is a world leader in grain production, including maize (Zea mays L.) and soybean (Glycine max (L.) Merril). According to the Brazilian National Supply Company (CONAB, 2018COMPANHIA NACIONAL DE ABASTECIMENTO - CONAB. Acompanhamento da safra brasileira: grãos, safra 2017/2018. Brasília: CONAB, 2018. 125 p. ), in the 2016/2017 crop season, 33.9 million hectares of soybean were harvested, with an estimated production of 114 million Mg; and 17.6 million hectares of maize were harvested, with a total production (first and second harvests) estimated in 97.8 million Mg.

The land use intensification in current productive environments has been characterized by the adoption of crop succession or rotation systems. The most adopted crop succession in Brazil is soybean-maize, with soybean grown as first crop and maize as a second crop in succession, covering expressive production areas (ARTUZI; CONTIERO, 2006ARTUZI, J. P.; CONTIERO, R. L. Herbicidas aplicados na soja e produtividade do milho em sucessão. Pesquisa Agropecuária Brasileira, v. 41, n. 7, p. 1119-1123, 2006.; PETTER et al., 2015PETTER, F. A. et al. Volunteer RR® maize management in roundup ready® soybean-maize succession system. Planta Daninha , v. 33, n. 1, p. 119-128, 2015.; LÓPEZ-OVEJERO et al., 2016LÓPEZ-OVEJERO, R. F. et al. Interferência e controle de milho voluntário tolerante ao glifosato na cultura da soja. Pesquisa Agropecuária Brasileira , v. 51, n. 4, p. 340-347, 2016a.a). In the 2016/2017 crop season, maize production as second crop reached 67.4 million Mg, representing an increase of 65.2% when compared to the previous crop season (2015/2016), which accounted for 40.8 million Mg (CONAB, 2018COMPANHIA NACIONAL DE ABASTECIMENTO - CONAB. Acompanhamento da safra brasileira: grãos, safra 2017/2018. Brasília: CONAB, 2018. 125 p. ).

The soybean-maize succession has long been used in Brazil, with a high predominance in production systems. These crops are harvested mechanically in most areas, using harvesters of different efficiency levels, especially in those areas that use high technology. Thus, grain losses during the harvest always occur on a greater or lesser extent, and the grains left in the areas can infest subsequent crops (PUZZI, 1985PUZZI, D. Abastecimento e armazenagem de grãos. 1. ed. Campinas, SP: Instituto Campineiro de Ensino Agrícola, 1985. 603p.; SOUZA et al., 2006SOUZA, C. M. A. et al. Perdas na colheita mecanizada de milho em agricultura familiar da Zona da Mata mineira. Revista Brasileira de Milho e Sorgo, v. 5, n. 2, p. 280-290, 2006.). Therefore, the appearance of volunteer maize plants from grains of the previous crop in the subsequent crop is frequent, and they are responsible for losses due to weed competition (BECKETT; STOLLER, 1988BECKETT, T. H.; STOLLER, E. W. Volunteer maize (Zea mays) interference in soybeans (Glycine max). Weed Science, v. 35, n. 2, p. 159-166, 1988.; CHAHAL et al., 2014CHAHAL, P. S. et al. Efficacy of pre-emergence and post emergence soybean herbicides for control of glufosinate-, glyphosate-, and imidazolinone-resistant volunteer maize. Journal of Agricultural Science, v. 6, n. 8, p. 431-443, 2014.).

Loose grains or lost ears during the maize harvest can remain in the soil and present germination and emergence viability throughout the dry season (winter period). After the beginning of the rainy season and sowing of the subsequent crop, i.e., the first crop of the next crop season, these grains can establish as voluntary plants and, as well as weeds, they cause significant negative effects on crop yield due to the competition of the plants for water, light, and nutrient resources (LÓPEZ-OVEJERO et al., 2016LÓPEZ-OVEJERO, R. F. et al. Interferência e controle de milho voluntário tolerante ao glifosato na cultura da soja. Pesquisa Agropecuária Brasileira , v. 51, n. 4, p. 340-347, 2016a.a).

Volunteer maize plants in soybean crops compete for water, light, and nutrients, with emphasis on competition for light due to their greater size (MARQUARDT; KRUPKE; JOHNSON, 2012MARQUARDT, P.; KRUPKE, C.; JOHNSON, W. G. Competition of transgenic volunteer maize with soybean and the effect on western maize rootworm emergence. Weed Science , v. 60, n. 2, p. 193-198, 2012.). In these conditions, soybean yield losses of up to 69.9% may occur, mainly when there is presence of ears, which provides successive and uneven germinations, making control measures difficult (LÓPEZ-OVEJERO et al., 2016LÓPEZ-OVEJERO, R. F. et al. Interferência e controle de milho voluntário tolerante ao glifosato na cultura da soja. Pesquisa Agropecuária Brasileira , v. 51, n. 4, p. 340-347, 2016a.a).

For a few years, glyphosate was an effective alternative for the control of volunteer maize in resistant soybean crops to this herbicide (RR soybean). However, after the technology of glyphosate-resistant maize, this possibility was not feasible, requiring the application of herbicides of other mechanisms of action, with emphasis on the ACCase inhibitor graminicides (DEEN et al., 2006DEEN, W. et al. Control of volunteer glyphosate-resistant maize (Zea mays) in glyphosate-resistant soybean (Glycine max). Weed Technology , v. 20, n. 1, p. 261-266, 2006.; SOLTANI; SHORPSHIRE; SIKKEMA, 2006SOLTANI, N.; SHORPSHIRE, C.; SIKKEMA, P. H. Control of volunteer glyphosate-tolerant maize (Zea mays) in glyphosate-tolerant soybean (Glycine max). Crop Protection, v. 25, n. 2, p. 178-181, 2006.; STECKEL; THOMPSON; HAYES, 2009STECKEL, L. E.; THOMPSON, M. A.; HAYES, R. M. Herbicide options for controlling glyphosate-tolerant maize in a maize replant situation. Weed Technology , v. 23, n. 2, p. 243-246, 2009.; MARCA et al., 2015MARCA, V. et al. Chemical control of glyphosate-resistant volunteer maize. Revista Brasileira de Herbicidas , v. 14, n. 2, p. 103-110, 2015.). Thus, herbicide-resistant volunteer maize infestation is currently common in crops that are resistant to the same herbicides and sown in succession or rotation (THOMAS et al., 2007THOMAS, W. E. et al. Glyphosate resistant maize interference in glyphosate-resistant cotton. Weed Technology , v. 21, n. 2, p. 372-377, 2007.; CLEWIS et al., 2008CLEWIS, S. B. et al. Glufosinate resistant maize interference in glufosinate resistant cotton. Weed Technology, v. 22, n. 2, p. 211-216, 2008.; STECKEL; THOMPSON; HAYES, 2009STECKEL, L. E.; THOMPSON, M. A.; HAYES, R. M. Herbicide options for controlling glyphosate-tolerant maize in a maize replant situation. Weed Technology , v. 23, n. 2, p. 243-246, 2009.; PETTER et al., 2015PETTER, F. A. et al. Volunteer RR® maize management in roundup ready® soybean-maize succession system. Planta Daninha , v. 33, n. 1, p. 119-128, 2015.).

Considering the various options of graminicides available commercially in Brazil, as well as the agrometeorological diversity of the country, there is still a lack of information on control programs of glyphosate-resistant volunteer maize infesting soybean crops. Therefore, this work was developed with the objective of evaluating alternatives for the chemical control of glyphosate-resistant volunteer maize plants, when germinated in the soybean crop, through applications of ACCase inhibitor graminicides.

MATERIAL AND METHODS

Two independent field experiments were carried out with soybean crops in the 2010/2011 crop season; one in Não-Me-Toque, RS (NMT) and other in Santa Cruz das Palmeiras, SP (SCP), Brazil. The soybean crops were grown in an area with total weed control through glyphosate applications at pre-sowing and post-emergence of the crops. The soybean cultivars used were BMX Titan RR, with sowing on October 08, 2010 (SCP), and NA4990RG, with sowing on December 09, 2010 (NMT).

The crops were grown with spacing of 0.50 m between the soybean rows, under adequately soil fertilization and phytosanitary conditions. The experiments were performed in a randomized block design, with 14 treatments and four replications, totaling 56 plots in each experiment (Table 1). The experimental plots consisted of six 5-meter soybean rows, totaling 15 m2, with an evaluation area of 5 m². The conditions of competition of soybean with glyphosate-resistant volunteer maize were simulated by manually distribution of maize seeds of the DKB390YGRR2 hybrid between rows of soybean crops, at the density of 6 plants m-2, during the soybean sowing.

The herbicides used as chemical treatments were clethodim (65 and 84 g ha-1), sethoxydim (138 and 165 g ha-1), and haloxyfop (36 and 45 g ha-1). They were applied on soybean plants when they had three (3T) and six (6T) trifoliate leaves. A treatment without herbicide application and a treatment with manual weeding were included as check plots (Table 1). The herbicide rates were chosen considering the minimum and maximum recommendations described in the product labels. Maize plants at the V4/V5 and V7/V8 stages were found at the first and second herbicide applications, respectively.

The herbicides were applied using a CO2-pressurized backpack sprayer coupled a bar with four TT110.015 nozzles spaced 0.50 m apart, set to an application volume proportional to 120 L ha-1. Mineral oil (0.5% v v-1) was added to all herbicides. The effect of the competition of volunteer maize with soybean was isolated by kept all soybean plots free from weed competition, using two glyphosate applications at 720 g ha-1 at 14 and 28 days after the soybean sowing, apart to the treatments.

Table 1
Detail of the experimental treatments installed using different herbicides, in two application times, besides check plots without herbicide application and a fully weeded control.

The variables analyzed were: percentage of control of maize plants at 14, 21, and 28 days after application (DAA) of each herbicide, and soybean stand and yield (kg ha-1). The percentage of control was evaluated considering 0% as absence of control, and 100% as dead plants (SBCPD, 1995SOCIEDADE BRASILEIRA DA CIÊNCIA DAS PLANTAS DANINHAS - SBCPD. Procedimentos para instalação, avaliação e análise de experimentos com herbicidas. 1. ed. Londrina, PR: SBCPD, 1995. 42p.). The soybean crop stand was evaluated in the two central rows when the soybean plants were at phenological maturity, when the plants of the evaluation area of the plots were harvested. The soybean yield was evaluated by weighing the soybean grains, considering a grain moisture of 13%.

All data were subjected to the F test in the analysis of variance, with a minimum of 5% of significance, considering the sites as independent experiments. Then, when the means were significant, the data were subjected to the Scott-KnottSCOTT, A. J.; KNOTT, M. A. Cluster analysis method for grouping means in the analysis of variance. Biometrics, v. 30, n. 2, p. 507-512, 1974. mean clustering test (P≤0.05).

RESULTS AND DISCUSSION

The phenological stage of volunteer maize plants at the time of the herbicide applications was a determinant factor for the herbicide efficacy in both experimental areas (Table 2). The herbicide applications on maize plants at the V4/V5 stage showed more consistent results and general efficacy; clethodim at both used rates and haloxyfop at 45 g ha-1 achieved maximum control in all evaluations in both experiments. The use of haloxyfop at 36 g ha-1 also resulted in satisfactory control of volunteer maize plants, above 80%; however, this treatment was not similar to the best treatments at 14 days after application (DAA) of herbicides in the experiment of Santa Cruz das Palmeiras, SP (SCP) (Table 2).

In general, the herbicide efficacy was low when the herbicides were applied on maize plants at the V7/V8 stage (Table 2). No treatment reached efficacy higher than 80% in SCP when the herbicides were applied on maize plants at V7/V8, i.e., below the minimum control level for herbicides (FRANS et al., 1986FRANS, R. et al. Experimental design and techniques for measuring and analyzing plant responses to weed control practices. In: CAMPER, N.D. (Eds.). Research methods in weed science. Champaign: Southern Weed Science Society, 1986. 3. ed. cap. 2, p.29-46.). Control levels above 80% were found at 21 and 28 DAA in the experiment in Não-Me-Toque, RS (NMT), when applying clethodim (84 g ha-1) and haloxyfop. However, these treatments had similar efficacy to the highest efficacy levels only at 28 DAA, with applications on volunteer maize plants at V4/V5 (Table 2).

Table 2
Percentage of control of volunteer maize between soybean crop rows at 14, 21, and 28 days after herbicide applications on plants at the V4/V5 and V7/V8 stages.

Similarly, Costa et al. (2014COSTA, N. V. et al. Glyphosate tolerant volunteer maize control at two development stages. Planta Daninha, v. 32, n. 4, p. 675-682, 2014.) found that clethodim applications were efficient on maize hybrid at V5 stage, but unsatisfactory for plants at V8. Deen et al. (2006DEEN, W. et al. Control of volunteer glyphosate-resistant maize (Zea mays) in glyphosate-resistant soybean (Glycine max). Weed Technology , v. 20, n. 1, p. 261-266, 2006.) evaluated the control of voluntary maize based on combined applications of glyphosate and graminicides and found more efficiency with the use of the herbicide quizalofop-p-ethyl, followed by clethodim and fenoxaprop-p-ethyl; the combined application of glyphosate, graminicides, and adjuvants did not affect the herbicide efficacy or soybean tolerance.

The herbicide application, absorption, translocation, and metabolism are factors that affect the expression of symptoms. The metabolism of xenobiotics is related to the cytochrome P450 enzyme complex and to the enzyme glutathione-S-transferase, mainly to P450 for ACCase inhibitors. Thus, more developed plants may have a more complete and active enzymatic apparatus, allowing them to decompose more active ingredient with less expression of symptoms (CARVALHO et al., 2009CARVALHO, S. J. P. et al. Herbicide selectivity by differential metabolism: consideration for reducing crop damages. Scientia Agricola, v. 66, n. 1, p. 136-142, 2009.; DIAS; CARVALHO; CHRISTOFFOLETI, 2013DIAS, A. C. R.; CARVALHO, S. J. P.; CHRISTOFFOLETI, P. J. Fenologia da trapoeraba como indicador para tolerância ao herbicida glyphosate. Planta Daninha , v. 31, n. 1, p. 185-191, 2013.). Thus, as maize plants develop, they become more capable of decomposing herbicides and, consequently, more tolerant to herbicide application.

Soltani, Shropshire and Sikkema (2006SOLTANI, N.; SHORPSHIRE, C.; SIKKEMA, P. H. Control of volunteer glyphosate-tolerant maize (Zea mays) in glyphosate-tolerant soybean (Glycine max). Crop Protection, v. 25, n. 2, p. 178-181, 2006.) found satisfactory results with applications of clethodim, fenoxaprop-p-ethyl, fluazifop-p-butyl, and quizalofop-p-ethyl to control volunteer maize plants. Furthermore, some studies found adequate control of glyphosate-resistant volunteer maize for the herbicide haloxyfop applied alone or in combination with glyphosate, 2,4-D, or fluroxypir (COSTA et al, 2014COSTA, N. V. et al. Glyphosate tolerant volunteer maize control at two development stages. Planta Daninha, v. 32, n. 4, p. 675-682, 2014.; PETTER et al., 2015PETTER, F. A. et al. Volunteer RR® maize management in roundup ready® soybean-maize succession system. Planta Daninha , v. 33, n. 1, p. 119-128, 2015.).

The soybean crop stand and yield in SCP (Table 3) were higher when the graminicides were applied early, i.e., when the volunteer maize plants were at the V4/V5 stage and the soybean plants had three trifoliate leaves (3T). The early application of graminicides ensured the full crop stand and yield, showing similar values to those of check plots (manual weeding) throughout this experiment. The presence of volunteer maize plants throughout the soybean crop cycle resulted in losses of 84.6% in crop yield in SCP (Table 3).

Table 3
Soybean crop stand and yield (kg ha-1) in two areas with infestation of glyphosate-resistant volunteer maize plants subjected to chemical control when the soybean plants were at the 3T (three trifoliate leaves) or 6T (6 trifoliate leaves) stages.

The soybean plants of the check plots with manual weeding in NMT presented an adequate yield, reaching 4,445.6 kg ha-1. This yield was also reached only by plants under treatments with clethodim (84 g ha-1) and haloxyfop (36 g ha-1) applied on maize plants at V4/V5, showing correlation between the volunteer maize control and soybean yield. The treatments had no effect on the soybean stand in NMT (Table 3).

Marquardt and Johnson (2013MARQUARDT, P.; JOHNSON, W. G. Influence of clethodim application timing on control of volunteer maize in soybean. Weed Technology , v. 27, n. 4, p. 645-648, 2013.) also found full soybean crop yield when applied clethodim (79 g ha-1), but combined with glyphosate (840 g ha-1). The selectivity of ACCase inhibitors for soybean crops is known; it is due to enzymatic insensitivity, since dicotyledonous plants have herbicide-insensitive enzyme isoforms (SASAKI; NAGANO, 2004SASAKI, Y.; NAGANO, Y. Plant acetyl-CoA carboxylase: structure, biosynthesis, regulation, and gene manipulation for plant breeding. Bioscience, Biotechnology and Biochemistry, v. 68, n. 6, p. 1175-1184, 2004.; LÓPEZ-OVEJERO et al., 2016LÓPEZ-OVEJERO, R.F. et al. Resistência de plantas daninhas aos herbicidas inibidores da ACCase (Grupo A). In: CHRISTOFFOLETI, P.J.; NICOLAI, M. (Coord.). Aspectos de resistência de plantas daninhas a herbicidas. Piracicaba: ESALQ, 2016b. 4. ed., cap.5, p. 77-97.b). Therefore, losses are due to competition with volunteer plants. According to Beckett and Stoller (1988BECKETT, T. H.; STOLLER, E. W. Volunteer maize (Zea mays) interference in soybeans (Glycine max). Weed Science, v. 35, n. 2, p. 159-166, 1988.), soybean yields were 2%, 6%, 12%, 19%, and 27% lower due to the presence of volunteer maize plants when herbicides were applied at 2, 4, 6, 8, and 10 weeks after the soybean emergence, respectively. The use of graminicides is an alternative for the control of glyphosate-resistant weed biotypes, with emphasis on Lolium multiflorum and Digitaria insularis (MACIEL et al., 2013MACIEL, C. D. G. et al. Eficácia do herbicida haloxyfop R (GR-142) isolado e associado ao 2,4D no controle de híbridos de milho RR® voluntário. Revista Brasileira de Herbicidas, v. 12, n. 2, p. 112-123, 2013., COSTA et al., 2014COSTA, N. V. et al. Glyphosate tolerant volunteer maize control at two development stages. Planta Daninha, v. 32, n. 4, p. 675-682, 2014.).

López-Ovejero et al. (2016ARTUZI, J. P.; CONTIERO, R. L. Herbicidas aplicados na soja e produtividade do milho em sucessão. Pesquisa Agropecuária Brasileira, v. 41, n. 7, p. 1119-1123, 2006.a) evaluated the control of glyphosate-resistant maize from ear fragments using clethodim and found that soybean yield was maintained when using a single application of clethodim (108 g ha-1) on the soybean plants at the stage of six trifoliate leaves (6T) or two applications of clethodim (108 g ha-1 and 84 g ha-1) at plants at 3T and 6T stages, respectively. Thus, different from infestation of maize plants from ears, delaying the control of maize plants from grains of previous harvests hinders soybean yield. This is explained by the uneven and, possibly, slower germination of grains in ears and by the competition between the plants.

Therefore, control of volunteer maize plants in soybean crops should begin during the maize crop cycle, with emphasis on the maize harvesting (LÓPEZ-OVEJERO et al., 2016LÓPEZ-OVEJERO, R. F. et al. Interferência e controle de milho voluntário tolerante ao glifosato na cultura da soja. Pesquisa Agropecuária Brasileira , v. 51, n. 4, p. 340-347, 2016a.a). According to Puzzi (1985PUZZI, D. Abastecimento e armazenagem de grãos. 1. ed. Campinas, SP: Instituto Campineiro de Ensino Agrícola, 1985. 603p.), delaying mechanical harvesting after maize maturation causes a decrease in grain water content and, consequently, significant loss increases. Souza et al. (2006SOUZA, C. M. A. et al. Perdas na colheita mecanizada de milho em agricultura familiar da Zona da Mata mineira. Revista Brasileira de Milho e Sorgo, v. 5, n. 2, p. 280-290, 2006.) found a total loss of 9% during the mechanized maize harvesting process, which may have been favored by the delay in the harvest. The harvest time in the present work was at approximately 30 days after plant maturation.

The results indicate that the control of glyphosate-resistant volunteer maize should be carried out early, when the maize plants are at the V4/V5 stage and soybean plants have three trifoliate leaves, mainly when maize plants are from grains lost during the harvesting process. Thus, the adoption of the herbicides clethodim and haloxyfop is recommended for their consistent effectiveness.

CONCLUSIONS

Early application of graminicides on glyphosate-resistant maize plants results in a higher control level. The herbicides clethodim and haloxyfop are adequate options for the control of glyphosate-resistant volunteer maize, mainly when they are applied on maize plants at the V4/V5 stage. The satisfactory effectiveness of these herbicides can ensure an adequate soybean stand and yield.

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  • 1
    Received for publication in 05/28/2017; accepted in 09/14/2018.

Publication Dates

  • Publication in this collection
    21 Oct 2019
  • Date of issue
    Jul-Sep 2019

History

  • Received
    28 May 2017
  • Accepted
    14 Sept 2018
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