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Insecticide resistance and control failure likelihood among populations of the boll weevil (Anthonomus grandis) from Mato Grosso (Brazil)

ABSTRACT.

The cotton producers from southern Mato Grosso are currently experiencing control failure with the use of the use of insecticides against the cotton boll weevil Anthonomus grandis Boheman, the main pest species of this commodity. Therefore, the present study was designed to survey insecticide resistance and the associated likelihood of control failure among boll weevil populations in the region. Ten insect populations were sampled during the 2016/2017 season and subjected to time-mortality (contact) bioassays in glass vials impregnated with dried insecticide residues at their respective label rates. The three insecticides most frequently used in the region were surveyed: the organophosphate malathion and the pyrethroids beta-cyfluthrin and zeta-cypermethrin. The survival curves showed estimates of the respective median survival time (LT50) for each combination of insecticide and insect copulation. However, there were no significant differences in susceptibility among populations. The estimates of control failure likelihood for each compound at their respective label rates also indicated negligible risk of control failure with their use. These findings are consistent with time-mortality results indicating the lack of insecticide resistant populations at the surveyed sampling sites, suggesting that the reported field control failures result from other causes such as problems with insecticide application.

Keywords:
control; cotton pest; resistance management; survival time; susceptibility and sustainable pest management

Introduction

Brazil is among the five largest cotton producers in the world and is one of the largest exporters of cotton (Ridley & Devadoss, 2012Ridley, W., & Devadoss, S. (2012). Analysis of the Brazil-USA cotton dispute. Journal of International Trade Law and Policy, 11(2), 148-162. DOI: 10.1108/14770021211239668
https://doi.org/10.1108/1477002121123966...
; 2014Ridley, W., & Devadoss, S. (2014). U. S. Brazil cotton dispute and the world cotton market. The World Economy, 37(8), 1081-100. DOI: 10.1111/twec.12146
https://doi.org/10.1111/twec.12146...
; Food and Agriculture Organization of the United Nation [FAOSTAT], 2013Food and Agriculture Organization of the United Nation [FAOSTAT]. (2013). Retrieved on Mar. 6, 2018 from 6, 2018 from http://www.fao.org/faostat/en/#rankings/countries_by_commodity_exports .
http://www.fao.org/faostat/en/#rankings/...
). The central-western region is the main area of cotton production, and the state of Mato Grosso is the largest producer accounting for over 70% of national production (James, 2011James, C. (2011). Global Status of Commercialized Biotech/GM Crops: 2011. ISAAA Publications, International Service for the Acquisition of Agri-biotech Applications, No. 43. ). Notwithstanding, one factor limiting cotton expansion in Brazil is reduced yield resulting from pest attacks, particularly by the boll weevil Anthonomus grandis Boheman (Coleoptera: Curculionidae) (Ribeiro et al., 2010Ribeiro, P. A., Sujii, E. R., Diniz, I. R., Medeiros, M. A., Salgado-Labouriau, M. L., Branco, M. C., ... Fontes, E. M. G. (2010). Alternative food sources and overwintering feeding behavior of the boll weevil, Anthonomus grandis Boehman (Col: Curculionidae) under the tropical conditions of Central Brazil. Neotropical Entomology, 39(1), 28-34. DOI: 10.1590/S1519-566X2010000100005
https://doi.org/10.1590/S1519-566X201000...
). The boll weevil is devastating because of its high reproductive potential, and it causes damage during its larval stage by forming galleries inside the young fruits and flowerbuds of the cotton plant (Showler, 2008Showler, A. T. (2008). Relationships of abscised cotton fruit to boll weevil (Col: Curculionidae) feeding, oviposition, and development. Journal of Economic Entomology, 101(1), 68-73. DOI: 10.1603/0022-0493(2008)101[68:ROACFT]2.0.CO;2
https://doi.org/10.1603/0022-0493(2008)1...
).

The main control method against the boll weevil is the use conventional insecticides, primarily compounds of the organophosphorus group and pyrethroids (Showler, 2007Showler, A. T. (2007). Subtropical boll weevil ecology. American Entomologist Journal, 53(4), 240-249. DOI: 10.1093/ae/53.4.240
https://doi.org/10.1093/ae/53.4.240...
). These groups of insecticides were used to eradicate the boll weevil in the United States (Allen, 2008Allen, C. T. (2008). Boll weevil eradication: an area wide pest management effort. In O. Koul, G. Cuperus, & N. Elliott (Ed.), Areawide Pest Management (p. 467-559). Wallingford, UK: CAB International.), and their use also prevails in Brazil is (Azambuja & Degrande, 2014Azambuja, R., & Degrande, P. E. (2014). Trinta anos do bicudo-do-algodoeiro no Brasil. Instituto Biológico, 81(4), 377-410. DOI: 10.1590/1808-1657000012013
https://doi.org/10.1590/1808-16570000120...
).

Farmers reported control failures using pyrethoid insecticides in response to inquiries made during field collection of swab populations for experimental use. Thus, the presence of the pest in the field following intensive use of phosphorus and pyrethroid insecticides suggests that cotton boll weevil in this region may be resistant to these insecticides, hence, the reported control failures. Therefore, the aim of this work was to survey and assess the occurrence of insecticide resistance, and to evaluate the risk of insecticide failure in populations of boll weevil sampled in the state of Mato Grosso. The organophosphorus malathion and the pyrethroids beta-cyfluthrin and zeta-cypermethrin were tested because they are the most widely used insecticides in the region.

Material and methods

Populations of insects

Inflorescences, young fruits and flowerbuds with oviposition marks were collected in 2016 and 2017 in cotton producing regions of the state of Mato Grosso (Figure 1). The sampling sites were concentrated in the main cotton-growing micro-regions, including the counties of Rondonópolis, Alto Taquari, Itiquira, Serra da Petrovina, Pedra Preta, Juscimeira, and Jaciara (Table 1). The counties of Alto Garças, Campo Verde, Primavera do Leste, Ponte de Pedra, Guiratinga, and Lucas do Rio Verde did not have significant boll weevil outbreaks, which made it impossible to sample populations and perform the bioassays at these areas. After sampled, the structures were placed in 4-liter plastic pots and closed by organza fabric, remaining at ambient temperature until emergence of adult boll weevils. Bioassays were performed with newly emerged adults (<2 days of age).

Figure 1
Map illustrating the sampling locations in the state of Mato Grosso, Brazil.

Insecticides

Organophosphate malathion and the pyrethroids beta-cyfluthrin and zeta-cypermethrin were the insecticides used. These insecticides have always been used at their maximum label rates for use in the field considering a spray volume of 100 L ha-1: malathion at 2 L c.p. ha-1 (1,000 g a.i. L-1, emulsifiable concentrate, FMC, Uberaba, Minas Gerais State, Brazil), beta-cyfluthrin at 100 mL c.p. ha-1 (125 g a.i. L-1, concentrated suspension, Bayer CropScience, Belford Roxo, Rio de Janeiro State, Brazil), and 250 mL c.p. ha-1 of zeta-cypermethrin (400 g a.i. L-1, emulsifiable concentrate FMC, Campinas, São Paulo State, Brazil). Distilled water was used as a diluent.

Time-mortality bioassays and control failure estimation

Petri dishes (9 x 1.5 cm) were impregnated with dry insecticide residues (i.e., contact bioassay) following the methodology of Yuan and Chambers (1998Yuan, J., & Chambers, H. W. (1998). Evaluation of the role of boll weevil aliesterases in noncatalytic detoxication of four organophosphorus insecticides. Pesticide Biochemistry Physiology, 61(3), 135-143. DOI: 10.1006/pest.1998.2360
https://doi.org/10.1006/pest.1998.2360...
). Each petri dish received 1 mL of insecticidal suspension at the desired concentration (Yuan & Chambers, 1998Yuan, J., & Chambers, H. W. (1998). Evaluation of the role of boll weevil aliesterases in noncatalytic detoxication of four organophosphorus insecticides. Pesticide Biochemistry Physiology, 61(3), 135-143. DOI: 10.1006/pest.1998.2360
https://doi.org/10.1006/pest.1998.2360...
). The insecticidal residue was dried in fresh air for 24 hours, after which 20 adult insects were placed into each Petri dish, with three replicates for each combination of insect population and insecticide. The top of the Petri dish was brushed with odorless talc to prevent insects from escaping. A control treatment (with distilled water only) was used to determine the natural mortality. Insect mortality was assessed every 24 hours until all insects were dead. Insects were recognized as dead when they were unable to walk coordinately, even when touched with a fine hair brush.

Insect mortality at 24 hours was taken as a measure of control efficacy, whereas temporal mortality assessments were used for survival analyses. The results of control efficacy (i.e., mortality at 24 hours) were corrected by the natural mortality observed in the respective controls of each boll weevil population (Abbott, 1925Abbott, W. S. (1925). A method of computing the effectiveness of an insecticide. Journal of Economic Entomology, 18(1), 65-267.). These results were subsequently used in the estimation of control failure likelihood (CFL) through the formula (1) proposed by Guedes (2017Guedes, R. N. C. (2017). Insecticide resistance, control failure likelihood and the First Law of Geography. Pest Management Science, 73(3), 479-484. DOI: 10.1002/ps.4452
https://doi.org/10.1002/ps.4452...
). The expected mortality is the minimum efficacy threshold expected for the record of insecticides (i.e., 80%; MAPA, 1995Ministério da Agricultura, Pecuária e Abastecimento [MAPA]. (1995). Normas e exigências para execução de testes de produtos químicos para fins de registro no MAPA. Brasília, DF: Ministério da Agricultura e Reforma Agrária.). Thus, if the corrected mortality is equal to 80%, the risk of control failure (or control failure likelihood) is zero. If the corrected mortality is greater than 80%, the risk of control failure is less than zero, indicating a negligible risk of failure of control (Guedes, 2017Guedes, R. N. C. (2017). Insecticide resistance, control failure likelihood and the First Law of Geography. Pest Management Science, 73(3), 479-484. DOI: 10.1002/ps.4452
https://doi.org/10.1002/ps.4452...
).

CFL%=100- achieved mortality (%) × 100expected mortality (1)

Table 1
Median lethal time estimates (LT50) for each population for insecticide. LT50 values followed by the same letter did not differ significantly by the Holm-Sidak test (p < 0.05). The values of X 2 and P refer to the significance of the overall difference among populations populations for the same insecticide.

Statistical analyses

The survival results of the time-mortality bioassays were subjected to survival analysis using Kaplan-Meier estimators to obtain the respective median survival times (LT50) for each population and insecticide. The survival curves of each population for each insecticide were compared using the Holm-Sidak test (p < 0.05) (SigmaPlot 12.5, 2013, Systat, San Jose, CA, EUASystat Software Inc. (2013). SigmaPlot versão 12.5. San Jose, California, USA. Retrieved on Mar. 6, 2018 from 6, 2018 from http://www.systatsoftware.com .
http://www.systatsoftware.com...
).

The results of risk of failure of control would be compared with 0% using the test of Z (p < 0.05) with continuity correction, to show the populations where such risk of failure was significant (Dângelo, Michereff-Filho, Campos, Silva, & Guedes, 2018Dângelo, R. A. C., Michereff-Filho, M., Campos, M. R., Silva, P. S., & Guedes, R. N. C. (2018). Insecticide resistance and control failure likelihood of the whitefly Bemisia tabaci (MEAM1; B biotype): a Neotropical scenario. Annals of Applied Biology, 172(1), 88-99.). However, as the risks of insecticide control failure were negligible, no such testing was required.

Results and discussion

The survival curves obtained showed significant differences for the different insecticides and control regardless of the insect population considered (X 2 = 2959.81, df = 3,p < 0.001) (Figure 2), but responses among populations also differed significantly in terms of survival without exposure to insecticides (X 2 = 430, df = 9, p < 0.001) (Figure 3). The median lethal times (LT50) for each population and insecticide are shown in Table 1. These estimates allowed the calculation of the respective resistance ratios considering the most susceptible population (i.e., with a lower LT50), as the susceptibility standard (Table 2). The observed resistance ratios ranged from 1 to 4 and were not significantly different. Consequently, the estimated risks of control failure were negligible (Table 2), making the formal statistical tests of comparison unnecessary.

Figure 2
Survival curves of the evaluated insecticides, regardless of the population. The different letters indicate a significant difference among population according to the Holm-Sidak test (p < 0.05).

Figure 3
Survival curves of the control treatments for the different populations. The different letters indicate significant difference among populations according to the Holm-Sidak test (p < 0.05).

Table 2
Estimation of resistance ratio and risk of control failure for cotton boll weevil populations and the three insecticides evaluated.

The management of A. grandis has mostly been carried out via the use of conventional insecticides (Allen, 2008Allen, C. T. (2008). Boll weevil eradication: an area wide pest management effort. In O. Koul, G. Cuperus, & N. Elliott (Ed.), Areawide Pest Management (p. 467-559). Wallingford, UK: CAB International.). Among the most commonly used insecticides are pyrethroids and organophosphates (Showler, 2007Showler, A. T. (2007). Subtropical boll weevil ecology. American Entomologist Journal, 53(4), 240-249. DOI: 10.1093/ae/53.4.240
https://doi.org/10.1093/ae/53.4.240...
). Even with intensive application (Silva & Ramalho, 2013Silva, C. A. D., & Ramalho, F. S. (2013). Kaolin spraying protects cotton plants against damages by boll weevil Anthonomus grandis Boheman (Col: Curculionidae). Journal of Pest Science, 86(3), 563-569. DOI: 10.1007/s10340-013-0483-0
https://doi.org/10.1007/s10340-013-0483-...
), the presence of the cotton boll weevil in cultivated cotton areas remains persistent.

Despite concerns raised by the producers and the intense applications of insecticide against cotton boll weevil, all assessed weevil populations have shown to be susceptible to these insecticides. The results obtained in this work confirm previous results reported by Bleicher, Jesus, and Almeida (1990Bleicher, E., Jesus, F. M. M., & Almeida, T. H. M. (1990). Deltamethrin no controle do bicudo-do-algodoeiro. Pesquisa Agropecuária Brasileira, 25(2), 185-189.) and Soares, Busoli, Yamamoto, and Braga Sobrinho (1994Soares, J. J., Busoli, A. C., Yamamoto, P. T., & Braga Sobrinho, R. (1994). Efeito de práticas culturais de pós-colheita sobre populações do bicudo-do-algodoeiro, Anthonomus grandis Boheman, 1843. Pesquisa Agropecuária Brasileira, 29(3), 375-379.). These authors worked on insecticide efficacy tests with organophosphates and pyrethroids and obtained efficiency superior to 80% against the cotton boll weevil.

The management practices of the farms visited may be contributing to the delay of the evolution of insecticide resistance. According to the field research carried out, the chemical control begins when the cotton is in phase B1, often even before the boll weevil is found during monitoring. Insecticide applications are performed sequentially with the same insecticide, every 3 or 5 days. On average, 15.25 malathion applications were made up until 100 cycle days. Subsequently, pyrethroid insecticides were applied 8.1 times. Pyrethroid insecticides and carbamate, or pyrethroid and pirimiphos-methyl in admixture are also applied in sequential form, albeit in smaller amounts. This type of management is characterized as saturation management, which entails the constant and intense application of the same insecticides in short intervals of time. Thus, maintaining high dosage (Ambethgar, 2009Ambethgar, V. (2009). Potential of entomopathogenic fungi in insecticide resistance management (IRM): A review. Journal of Biopesticides, 2(2), 177-193.).

Malathion exhibited lower LT50, indicating its higher toxicity when compared to the pyrethroids evaluated. When comparing only the pyrethroids, the insecticide zeta-cypermethrin pexhibited slightly lower mortality than the insecticide beta-cyfluthrin. This result can be explained by the type of formulation used in this insecticide. Zeta-cypermethrin is marketed as an oil-in-water emulsion, unlike beta-cyfluthrin, which is marketed as a concentrated suspension that promotes faster penetration of the former relative to the latter. This seems to be the case because formulations that use oil in its composition (e.g. emulsifiable concentrate), whether vegetable or mineral, usually favor the permeability of the insecticide conveyed through the epicuticle of the insect favoring the toxicity of the insecticide. This seems be the case of zeta-cypermethrin with A. grandis (Stadler & Buteler, 2009Stadler, T., & Buteler, M. (2009). Modes of entry of petroleum distilled spray-oils into insects: a review. Bulletin of Insectology, 62(2), 169-177.; Nicetic, Cho, & Rae, 2011Nicetic, O., Cho, Y. R., & Rae, D. J. (2011). Impact of physical characteristics of some mineral and plant oils on efficacy against selected pests. Journal of Applied Entomology, 135(3), 204-213. DOI: 10.1111/j.1439-0418.2010.01553.x
https://doi.org/10.1111/j.1439-0418.2010...
).

The cotton boll weevil has been successfully controlled by organophosphorus and pyrethroid insecticides for decades without resistant populations having been observed (Snodgrass & Scott 2003Snodgrass, G. L., & Scott, W. P. (2003). Effect of ULV malathion use in boll weevil (Coleoptera: Curculionidae) eradication on resistance in the tarnished plant bug (Heteroptera: Miridae). Journal of Economic Entomology, 96(3), 902-908. DOI: https://doi.org/10.1093/jee/96.3.902
https://doi.org/10.1093/jee/96.3.902...
). Among the processes that may lead to resistance to insecticides, metabolic resistance is the most studied (Salvador et al., 2014Salvador, R., Príncipi, D., Berretta, M., Fernandez, P., Paniego, N., Sciocco-Cap, A., & Hopp, E. (2014). Transcriptomic survey of the Midgut of Anthonomus grandis (Col: Curculionidae). Journal of Insect Science, 14(1), 1-9. DOI: 10.1093/jisesa/ieu081
https://doi.org/10.1093/jisesa/ieu081...
). The main enzymes capable of sequestering or breaking down the pesticide molecules belong to three families: cytochrome P450 (CYP) dependent monooxidases, glutathione-S-transferases (GST), and carboxylesterases (COEs) (Ramoutar, Cowles, & Alm, 2009Ramoutar, D. R. S., Cowles, R. S., & Alm, S. R. (2009). Pyrethroid resistance mediated by enzyme detoxification in Listronotus maculicollis (Col: Curculionidae) from Connecticut. Journal of Economic Entomology, 102(1), 1203-1208. DOI: 10.1603/029.102.0345
https://doi.org/10.1603/029.102.0345...
; Yu, Lu, Li, Xiang, & Zhang, 2009Yu, Q. Y., Lu, C., Li, W. L., Xiang, Z. H., & Zhang, Z. (2009). Annotation and expression of carboxylesterases in the silkworm, Bombyx mori. BMC Genomics, 10(1), 553. DOI: 10.1186/1471-2164-10-553
https://doi.org/10.1186/1471-2164-10-553...
; Siegwart et al., 2011Siegwart, M., Monteiro, L. B., Maugin, S., Olivares, J., Malfitano Carvalho, S., & Sauphanor, B. (2011). Tools for resistance monitoring in oriental fruit moth (Lep: Tortricidae) and first assessment in Brazilian populations. Journal of Economic Entomology, 104(2), 636-645. DOI: 10.1603/EC10302
https://doi.org/10.1603/EC10302...
). However, although these enzymes are present in the cotton boll weevil, their activity is relatively low, indicating the weak metabolic defense in the boll weevil, particularly in the adult phase (Salvador et al., 2014). It seems that even based on the rare incidence of insecticide resistance in populations of the cotton boll weevil, the genetic variability for resistance to insecticides is low in this species.

Thus, despite the high dispersion capacity and intra- and interspecific genetic diversity (Martins, Ayres, & Lucena, 2007Martins, W. F. S., Ayres, C. F. J., & Lucena, W. A. (2007). Genetic diversity of Brazilian natural populations of Anthonomus grandis Bohemam (Col: Curculionidae), the major cotton pest in the New World. Genetics and Moelcular Research, 6(1), 23-32.; Choi et al., 2011Choi, S. K. C., Kim, K. S., Lee, H., Adamczyk, J. J., Greenberg, S. M., Westbrook, J. K., & Sappington, T. W. (2011). Temporal Changes in Genetic Variation of Boll Weevil (Col: Curculionidae) Populations, and Implications for Population Assignment in Eradication Zones. Annals of the Entomological Society of America, 104(4), 816-825. DOI: 10.1603/AN11012
https://doi.org/10.1603/AN11012...
), the low genetic variability for selection for insecticide resistance and the lack of insecticide detoxification mechanisms seem to prevail among A. grandis populations. The applications of organophosphorus (i.e. malathion) and pyrethroid insecticides for decades without serious problem of resistance (Snodgrass & Scott, 2003Snodgrass, G. L., & Scott, W. P. (2003). Effect of ULV malathion use in boll weevil (Coleoptera: Curculionidae) eradication on resistance in the tarnished plant bug (Heteroptera: Miridae). Journal of Economic Entomology, 96(3), 902-908. DOI: https://doi.org/10.1093/jee/96.3.902
https://doi.org/10.1093/jee/96.3.902...
) provides support for this observation.

Conclusion

No insecticide resistance was observed among populations of the cotton boll weevil for the insecticides tested. This led to a negligible risk of insecticide control failure for the compounds assessed. Thus, insecticide control failures reported in the field by producers and consultants are likely due to other factors, such as application or inappropriate use of insecticidal compounds.

References

  • Allen, C. T. (2008). Boll weevil eradication: an area wide pest management effort. In O. Koul, G. Cuperus, & N. Elliott (Ed.), Areawide Pest Management (p. 467-559). Wallingford, UK: CAB International.
  • Abbott, W. S. (1925). A method of computing the effectiveness of an insecticide. Journal of Economic Entomology, 18(1), 65-267.
  • Ambethgar, V. (2009). Potential of entomopathogenic fungi in insecticide resistance management (IRM): A review. Journal of Biopesticides, 2(2), 177-193.
  • Azambuja, R., & Degrande, P. E. (2014). Trinta anos do bicudo-do-algodoeiro no Brasil. Instituto Biológico, 81(4), 377-410. DOI: 10.1590/1808-1657000012013
    » https://doi.org/10.1590/1808-1657000012013
  • Bleicher, E., Jesus, F. M. M., & Almeida, T. H. M. (1990). Deltamethrin no controle do bicudo-do-algodoeiro. Pesquisa Agropecuária Brasileira, 25(2), 185-189.
  • Choi, S. K. C., Kim, K. S., Lee, H., Adamczyk, J. J., Greenberg, S. M., Westbrook, J. K., & Sappington, T. W. (2011). Temporal Changes in Genetic Variation of Boll Weevil (Col: Curculionidae) Populations, and Implications for Population Assignment in Eradication Zones. Annals of the Entomological Society of America, 104(4), 816-825. DOI: 10.1603/AN11012
    » https://doi.org/10.1603/AN11012
  • Dângelo, R. A. C., Michereff-Filho, M., Campos, M. R., Silva, P. S., & Guedes, R. N. C. (2018). Insecticide resistance and control failure likelihood of the whitefly Bemisia tabaci (MEAM1; B biotype): a Neotropical scenario. Annals of Applied Biology, 172(1), 88-99.
  • Food and Agriculture Organization of the United Nation [FAOSTAT]. (2013). Retrieved on Mar. 6, 2018 from 6, 2018 from http://www.fao.org/faostat/en/#rankings/countries_by_commodity_exports
    » http://www.fao.org/faostat/en/#rankings/countries_by_commodity_exports
  • Guedes, R. N. C. (2017). Insecticide resistance, control failure likelihood and the First Law of Geography. Pest Management Science, 73(3), 479-484. DOI: 10.1002/ps.4452
    » https://doi.org/10.1002/ps.4452
  • James, C. (2011). Global Status of Commercialized Biotech/GM Crops: 2011. ISAAA Publications, International Service for the Acquisition of Agri-biotech Applications, No. 43.
  • Ministério da Agricultura, Pecuária e Abastecimento [MAPA]. (1995). Normas e exigências para execução de testes de produtos químicos para fins de registro no MAPA Brasília, DF: Ministério da Agricultura e Reforma Agrária.
  • Martins, W. F. S., Ayres, C. F. J., & Lucena, W. A. (2007). Genetic diversity of Brazilian natural populations of Anthonomus grandis Bohemam (Col: Curculionidae), the major cotton pest in the New World. Genetics and Moelcular Research, 6(1), 23-32.
  • Nicetic, O., Cho, Y. R., & Rae, D. J. (2011). Impact of physical characteristics of some mineral and plant oils on efficacy against selected pests. Journal of Applied Entomology, 135(3), 204-213. DOI: 10.1111/j.1439-0418.2010.01553.x
    » https://doi.org/10.1111/j.1439-0418.2010.01553.x
  • Ramoutar, D. R. S., Cowles, R. S., & Alm, S. R. (2009). Pyrethroid resistance mediated by enzyme detoxification in Listronotus maculicollis (Col: Curculionidae) from Connecticut. Journal of Economic Entomology, 102(1), 1203-1208. DOI: 10.1603/029.102.0345
    » https://doi.org/10.1603/029.102.0345
  • Ribeiro, P. A., Sujii, E. R., Diniz, I. R., Medeiros, M. A., Salgado-Labouriau, M. L., Branco, M. C., ... Fontes, E. M. G. (2010). Alternative food sources and overwintering feeding behavior of the boll weevil, Anthonomus grandis Boehman (Col: Curculionidae) under the tropical conditions of Central Brazil. Neotropical Entomology, 39(1), 28-34. DOI: 10.1590/S1519-566X2010000100005
    » https://doi.org/10.1590/S1519-566X2010000100005
  • Ridley, W., & Devadoss, S. (2012). Analysis of the Brazil-USA cotton dispute. Journal of International Trade Law and Policy, 11(2), 148-162. DOI: 10.1108/14770021211239668
    » https://doi.org/10.1108/14770021211239668
  • Ridley, W., & Devadoss, S. (2014). U. S. Brazil cotton dispute and the world cotton market. The World Economy, 37(8), 1081-100. DOI: 10.1111/twec.12146
    » https://doi.org/10.1111/twec.12146
  • Salvador, R., Príncipi, D., Berretta, M., Fernandez, P., Paniego, N., Sciocco-Cap, A., & Hopp, E. (2014). Transcriptomic survey of the Midgut of Anthonomus grandis (Col: Curculionidae). Journal of Insect Science, 14(1), 1-9. DOI: 10.1093/jisesa/ieu081
    » https://doi.org/10.1093/jisesa/ieu081
  • Siegwart, M., Monteiro, L. B., Maugin, S., Olivares, J., Malfitano Carvalho, S., & Sauphanor, B. (2011). Tools for resistance monitoring in oriental fruit moth (Lep: Tortricidae) and first assessment in Brazilian populations. Journal of Economic Entomology, 104(2), 636-645. DOI: 10.1603/EC10302
    » https://doi.org/10.1603/EC10302
  • Systat Software Inc. (2013). SigmaPlot versão 12.5. San Jose, California, USA. Retrieved on Mar. 6, 2018 from 6, 2018 from http://www.systatsoftware.com
    » http://www.systatsoftware.com
  • Silva, C. A. D., & Ramalho, F. S. (2013). Kaolin spraying protects cotton plants against damages by boll weevil Anthonomus grandis Boheman (Col: Curculionidae). Journal of Pest Science, 86(3), 563-569. DOI: 10.1007/s10340-013-0483-0
    » https://doi.org/10.1007/s10340-013-0483-0
  • Showler, A. T. (2008). Relationships of abscised cotton fruit to boll weevil (Col: Curculionidae) feeding, oviposition, and development. Journal of Economic Entomology, 101(1), 68-73. DOI: 10.1603/0022-0493(2008)101[68:ROACFT]2.0.CO;2
    » https://doi.org/10.1603/0022-0493(2008)101[68:ROACFT]2.0.CO;2
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    » https://doi.org/10.1093/ae/53.4.240
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Data availability

Data citations

Food and Agriculture Organization of the United Nation [FAOSTAT]. (2013). Retrieved on Mar. 6, 2018 from 6, 2018 from http://www.fao.org/faostat/en/#rankings/countries_by_commodity_exports

James, C. (2011). Global Status of Commercialized Biotech/GM Crops: 2011. ISAAA Publications, International Service for the Acquisition of Agri-biotech Applications, No. 43.

Publication Dates

  • Publication in this collection
    23 Sept 2019
  • Date of issue
    2019

History

  • Received
    18 Dec 2017
  • Accepted
    22 Mar 2018
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